id,facility_level,facility_id,region_type,bed_count,has_icu,has_nicu,has_piped_oxygen,has_biomedical_technician,primary_oxygen_source,concentrator_count,concentrator_functional,concentrator_mean_age_years,concentrator_maintenance_available,cylinder_count_full,cylinder_count_empty,days_since_cylinder_refill,PSA_plant_functional,pulse_oximeter_available,pulse_oximeter_functional,SpO2_screening_routine,oxygen_available_today,oxygen_sufficient_for_demand,oxygen_stockout_days_last_month,shortage_cause,year,month,patients_needing_oxygen,primary_condition,patients_received_oxygen,patients_untreated_hypoxemia,flow_rate_adequate,deaths_hypoxemia_related,referred_for_oxygen,monthly_oxygen_cost_usd,distance_to_refill_km,transport_available_for_cylinders,power_source,power_outage_hours_last_week
1,district_hospital,O2_0018,peri_urban,90,0,0,0,0,cylinder_portable,3,2,6.2,0,1,8,1,0,1,0,0,0,0,15,concentrator_malfunction,2022,10,12,pneumonia_child,0,12,0,5,2,252.0,67.0,0,solar,1
2,district_hospital,O2_0153,rural,64,0,0,0,0,PSA_plant_onsite,0,0,6.6,0,3,4,44,0,0,0,0,1,1,0,not_applicable,2022,10,11,pneumonia_adult,3,8,1,3,0,255.0,107.0,0,solar,4
3,district_hospital,O2_0084,urban,45,0,0,0,0,cylinder_piped,2,0,2.7,0,1,8,4,0,0,0,0,1,1,0,not_applicable,2023,10,11,severe_malaria,4,7,1,3,0,218.0,46.0,1,grid_unreliable,0
4,district_hospital,O2_0035,urban,22,0,0,0,1,none,0,0,7.0,1,1,5,9,0,0,0,0,1,0,0,not_applicable,2021,8,12,heart_failure,5,7,0,4,0,279.0,67.0,1,grid_reliable,6
5,district_hospital,O2_0109,rural,93,0,0,0,0,oxygen_concentrator,2,0,7.1,0,5,3,21,0,1,0,0,1,1,0,not_applicable,2024,5,8,surgical_anaesthesia,3,5,0,1,0,227.0,22.0,1,solar,1
6,district_hospital,O2_0060,rural,11,0,0,0,0,oxygen_concentrator,0,0,1.3,0,4,2,27,0,1,1,0,0,0,3,supplier_stockout,2024,7,12,pneumonia_child,0,12,0,3,2,148.0,30.0,0,solar,12
7,district_hospital,O2_0150,peri_urban,24,0,0,0,0,oxygen_concentrator,2,0,1.8,0,2,3,10,0,1,1,1,1,1,0,not_applicable,2022,8,10,asthma_severe,3,7,1,2,0,425.0,6.0,0,grid_unreliable,0
8,district_hospital,O2_0002,peri_urban,15,0,0,0,0,cylinder_portable,0,0,11.3,0,4,5,4,0,0,0,0,1,1,0,not_applicable,2022,5,10,heart_failure,3,7,0,5,0,339.0,32.0,0,none,32
9,district_hospital,O2_0041,peri_urban,62,0,0,0,0,cylinder_portable,1,0,0.4,0,4,4,112,0,1,0,0,0,0,14,power_outage,2024,10,15,severe_malaria,0,15,0,10,5,73.0,15.0,0,grid_unreliable,19
10,district_hospital,O2_0042,peri_urban,69,0,0,0,0,oxygen_concentrator,2,0,1.6,0,7,5,11,0,0,0,0,1,1,0,not_applicable,2022,9,17,trauma,9,8,0,4,0,211.0,1.0,0,grid_reliable,4
11,district_hospital,O2_0091,rural,92,0,0,1,1,LOX_bulk_tank,0,0,30.8,1,2,5,17,0,1,0,0,0,0,25,demand_surge,2022,2,15,neonatal_respiratory,0,15,0,8,8,89.0,5.0,0,grid_reliable,64
12,district_hospital,O2_0092,urban,35,0,0,0,0,cylinder_portable,0,0,0.9,0,5,3,0,0,1,1,0,0,0,27,concentrator_malfunction,2023,9,9,neonatal_respiratory,0,9,0,1,2,355.0,4.0,0,generator_only,22
13,district_hospital,O2_0109,rural,84,0,0,0,0,oxygen_concentrator,5,1,2.7,0,2,2,19,0,1,1,0,1,0,0,not_applicable,2022,8,8,pneumonia_child,0,8,0,6,0,394.0,133.0,1,solar,17
14,district_hospital,O2_0150,rural,56,0,0,0,0,cylinder_portable,0,0,7.1,0,3,3,4,0,1,0,0,1,1,0,not_applicable,2023,5,13,pneumonia_child,2,11,0,6,0,186.0,124.0,0,grid_reliable,3
15,district_hospital,O2_0148,peri_urban,75,0,0,0,0,none,0,0,9.7,0,2,4,12,0,1,0,0,1,1,0,not_applicable,2021,7,9,severe_malaria,2,7,0,3,0,180.0,51.0,0,none,8
16,district_hospital,O2_0092,urban,139,0,0,0,0,none,0,0,7.3,0,1,2,57,0,0,0,0,0,0,5,no_oxygen_source,2021,11,13,sepsis,0,13,0,8,4,65.0,7.0,1,solar,9
17,district_hospital,O2_0131,rural,8,0,1,0,0,cylinder_portable,2,0,7.3,0,4,4,0,0,1,0,0,0,0,11,cylinder_delivery_delay,2023,10,13,sepsis,0,13,0,6,3,333.0,18.0,1,grid_reliable,5
18,district_hospital,O2_0192,peri_urban,47,0,0,0,0,none,0,0,4.3,0,4,2,22,0,1,0,0,0,0,5,concentrator_malfunction,2023,8,15,COVID19_severe,0,15,0,4,3,166.0,33.0,0,grid_reliable,110
19,district_hospital,O2_0059,peri_urban,21,0,0,0,0,oxygen_concentrator,1,0,2.4,0,2,2,10,0,0,0,0,1,1,0,not_applicable,2024,1,9,pneumonia_adult,2,7,0,2,0,223.0,20.0,1,generator_only,10
20,district_hospital,O2_0039,urban,52,0,1,0,1,oxygen_concentrator,2,0,25.0,1,0,5,41,0,0,0,0,0,0,5,no_oxygen_source,2022,2,15,pneumonia_adult,0,15,0,6,6,251.0,1.0,1,grid_reliable,3
21,district_hospital,O2_0132,rural,129,0,0,0,0,oxygen_concentrator,1,0,7.2,1,0,7,1,0,0,0,0,1,1,0,not_applicable,2021,9,13,asthma_severe,5,8,0,4,0,228.0,59.0,0,generator_only,17
22,district_hospital,O2_0143,peri_urban,68,1,0,0,0,oxygen_concentrator,3,0,3.5,0,6,5,45,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,12,11,asthma_severe,0,11,0,4,3,454.0,9.0,0,solar,52
23,district_hospital,O2_0101,urban,61,0,0,0,0,oxygen_concentrator,2,0,8.5,0,1,3,7,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,6,10,asthma_severe,0,10,0,7,4,111.0,40.0,1,grid_unreliable,9
24,district_hospital,O2_0045,urban,5,0,0,0,0,oxygen_concentrator,3,0,3.8,0,3,4,15,0,0,0,0,1,0,0,not_applicable,2024,7,10,pneumonia_adult,1,9,1,6,0,210.0,102.0,0,generator_only,4
25,district_hospital,O2_0079,peri_urban,63,0,0,0,0,oxygen_concentrator,1,0,0.4,0,4,6,20,0,1,1,0,0,0,15,funding_for_refill,2024,7,11,pneumonia_child,0,11,0,9,2,141.0,25.0,1,grid_unreliable,7
26,district_hospital,O2_0099,rural,20,0,0,0,0,cylinder_piped,0,0,4.3,0,2,8,28,0,0,0,0,0,0,1,power_outage,2024,5,11,neonatal_respiratory,0,11,0,5,4,200.0,40.0,0,solar,34
27,district_hospital,O2_0061,peri_urban,117,0,0,0,0,oxygen_concentrator,1,0,3.3,0,4,5,1,0,0,0,0,0,0,21,concentrator_malfunction,2024,1,16,COVID19_severe,0,16,0,7,5,139.0,17.0,0,none,17
28,district_hospital,O2_0187,rural,51,0,0,0,0,cylinder_portable,0,0,4.2,0,4,0,10,0,0,0,0,0,0,6,funding_for_refill,2021,12,8,COPD_exacerbation,0,8,0,4,1,315.0,6.0,1,none,10
29,district_hospital,O2_0095,rural,5,0,0,0,0,cylinder_piped,0,0,3.2,0,2,5,4,0,0,0,0,0,0,15,no_oxygen_source,2023,11,10,trauma,0,10,0,4,2,208.0,152.0,1,grid_unreliable,8
30,district_hospital,O2_0056,urban,60,0,0,1,0,cylinder_portable,1,0,3.6,0,1,6,4,0,1,0,0,1,1,1,no_oxygen_source,2022,1,14,COPD_exacerbation,6,8,0,5,0,87.0,9.0,0,grid_unreliable,26
31,district_hospital,O2_0002,rural,158,0,1,1,0,cylinder_piped,0,0,5.5,0,3,4,0,0,1,0,0,0,0,6,demand_surge,2023,7,5,severe_malaria,0,5,0,1,0,319.0,11.0,1,grid_unreliable,2
32,district_hospital,O2_0016,rural,33,0,0,0,0,cylinder_portable,0,0,21.0,0,1,2,33,0,0,0,0,0,0,20,regulator_valve_failure,2021,2,11,sepsis,0,11,0,5,4,156.0,70.0,0,generator_only,24
33,district_hospital,O2_0191,peri_urban,28,0,0,0,0,cylinder_portable,0,0,3.5,0,5,5,20,0,0,0,0,1,1,0,not_applicable,2022,5,9,surgical_anaesthesia,3,6,0,4,0,252.0,64.0,1,none,9
34,district_hospital,O2_0021,rural,60,0,0,0,1,cylinder_portable,0,0,2.1,1,1,5,15,0,0,0,0,1,1,0,not_applicable,2024,12,16,severe_malaria,7,9,1,2,0,249.0,67.0,0,none,6
35,district_hospital,O2_0182,peri_urban,46,0,0,0,0,oxygen_concentrator,1,0,5.9,0,2,2,4,0,1,1,1,1,1,0,not_applicable,2023,6,6,asthma_severe,2,4,0,2,0,235.0,135.0,0,none,1
36,district_hospital,O2_0041,peri_urban,55,0,0,0,0,LOX_bulk_tank,0,0,1.5,0,4,3,15,0,1,0,0,0,0,25,regulator_valve_failure,2024,9,19,trauma,0,19,0,9,6,223.0,58.0,0,generator_only,14
37,district_hospital,O2_0172,peri_urban,63,0,0,0,0,none,0,0,0.1,0,2,4,2,0,1,1,0,0,0,3,power_outage,2022,5,15,asthma_severe,0,15,0,10,7,132.0,14.0,0,none,5
38,district_hospital,O2_0065,peri_urban,75,0,0,0,0,oxygen_concentrator,1,0,0.8,0,5,2,61,0,1,0,0,1,0,0,not_applicable,2024,10,12,trauma,5,7,0,3,0,191.0,89.0,0,grid_unreliable,28
39,district_hospital,O2_0155,rural,25,0,0,0,0,cylinder_piped,0,0,9.2,0,4,2,5,0,1,0,0,0,0,24,empty_cylinders_not_collected,2022,9,10,pneumonia_child,0,10,0,4,2,198.0,65.0,0,grid_reliable,29
40,district_hospital,O2_0048,rural,88,0,0,0,0,oxygen_concentrator,2,0,4.2,0,2,6,46,0,0,0,0,0,0,6,cylinder_delivery_delay,2021,10,12,COPD_exacerbation,0,12,0,6,5,107.0,11.0,1,none,69
41,district_hospital,O2_0154,rural,49,0,0,0,0,none,0,0,13.5,0,1,4,2,0,1,0,0,1,0,8,no_oxygen_source,2022,12,9,COPD_exacerbation,4,5,0,3,0,199.0,66.0,1,grid_reliable,16
42,district_hospital,O2_0073,urban,107,0,0,0,0,cylinder_portable,0,0,1.8,0,6,5,30,0,1,1,0,1,0,0,not_applicable,2024,12,9,pneumonia_adult,4,5,0,2,0,433.0,249.0,1,grid_reliable,1
43,district_hospital,O2_0157,rural,107,0,0,0,0,LOX_bulk_tank,0,0,10.6,0,5,6,7,0,0,0,0,0,0,13,concentrator_malfunction,2024,8,18,surgical_anaesthesia,0,18,0,9,4,75.0,41.0,0,solar,22
44,district_hospital,O2_0032,peri_urban,55,0,0,0,0,none,0,0,23.2,0,5,2,23,0,0,0,0,0,0,6,cylinder_delivery_delay,2022,12,16,COPD_exacerbation,0,16,0,10,3,74.0,33.0,0,none,7
45,district_hospital,O2_0109,rural,154,0,1,0,0,cylinder_portable,0,0,2.7,0,4,6,6,0,1,1,1,1,0,1,no_oxygen_source,2023,7,15,asthma_severe,6,9,0,5,0,159.0,18.0,0,grid_unreliable,19
46,district_hospital,O2_0156,urban,119,0,0,0,0,oxygen_concentrator,2,0,7.3,0,4,5,23,0,0,0,0,1,1,0,not_applicable,2024,4,9,COVID19_severe,4,5,0,2,0,290.0,45.0,0,generator_only,13
47,district_hospital,O2_0199,urban,63,0,0,0,0,none,0,0,0.9,0,1,3,7,0,1,0,0,1,1,0,not_applicable,2023,9,11,pneumonia_adult,5,6,0,4,0,277.0,40.0,1,grid_unreliable,32
48,district_hospital,O2_0150,rural,79,0,0,0,0,cylinder_piped,0,0,2.8,0,6,6,7,0,1,0,0,1,1,0,not_applicable,2023,12,8,neonatal_respiratory,4,4,1,2,0,187.0,77.0,1,solar,19
49,district_hospital,O2_0135,urban,100,0,1,0,0,cylinder_piped,1,0,2.3,0,3,1,3,0,0,0,0,1,1,0,not_applicable,2023,6,14,COVID19_severe,3,11,1,2,0,153.0,37.0,0,grid_unreliable,18
50,district_hospital,O2_0113,peri_urban,84,1,0,0,1,cylinder_portable,0,0,14.5,1,2,5,70,0,1,0,0,0,0,6,power_outage,2022,12,11,pneumonia_adult,0,11,0,5,1,303.0,17.0,0,grid_unreliable,29
51,district_hospital,O2_0157,rural,9,0,0,0,0,oxygen_concentrator,2,1,7.3,0,6,3,2,0,0,0,0,1,1,2,concentrator_malfunction,2023,3,10,severe_malaria,2,8,0,2,0,217.0,39.0,0,grid_unreliable,16
52,district_hospital,O2_0002,peri_urban,28,0,0,0,0,oxygen_concentrator,2,1,6.5,0,4,3,37,0,1,0,0,0,0,3,concentrator_malfunction,2024,5,12,pneumonia_child,0,12,0,8,3,198.0,17.0,0,none,12
53,district_hospital,O2_0197,peri_urban,57,0,0,0,0,oxygen_concentrator,2,1,0.7,0,2,4,21,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,12,10,COVID19_severe,0,10,0,3,7,229.0,43.0,0,solar,6
54,district_hospital,O2_0083,rural,128,0,0,0,0,cylinder_portable,2,0,1.9,0,0,3,18,0,1,1,1,1,0,0,not_applicable,2024,9,12,neonatal_respiratory,6,6,0,4,0,211.0,69.0,0,none,14
55,district_hospital,O2_0014,urban,121,0,0,0,1,cylinder_portable,0,0,9.5,1,2,1,3,0,1,1,0,0,0,1,demand_surge,2023,12,10,COPD_exacerbation,0,10,0,3,2,215.0,62.0,0,grid_unreliable,5
56,district_hospital,O2_0193,rural,44,0,0,0,0,oxygen_concentrator,2,0,2.0,0,1,3,11,0,0,0,0,1,0,0,not_applicable,2022,4,10,surgical_anaesthesia,3,7,1,2,0,304.0,3.0,0,grid_reliable,3
57,district_hospital,O2_0117,rural,35,0,0,0,0,none,0,0,6.0,1,0,3,48,0,0,0,0,0,0,1,concentrator_malfunction,2022,12,12,pneumonia_child,0,12,0,5,3,214.0,9.0,1,solar,30
58,district_hospital,O2_0049,peri_urban,52,0,0,0,0,none,0,0,0.5,0,3,5,27,0,0,0,0,0,0,22,demand_surge,2021,5,13,asthma_severe,0,13,0,7,4,114.0,14.0,0,grid_unreliable,1
59,district_hospital,O2_0099,rural,23,0,0,0,0,oxygen_concentrator,1,0,0.5,1,6,5,25,0,1,1,1,1,0,0,not_applicable,2024,11,11,pneumonia_adult,0,11,0,4,0,351.0,19.0,0,generator_only,5
60,district_hospital,O2_0063,urban,78,0,0,0,0,LOX_bulk_tank,0,0,6.7,0,1,3,4,0,0,0,0,1,1,0,not_applicable,2024,10,12,other_hypoxemia,5,7,0,1,0,310.0,120.0,0,solar,10
61,district_hospital,O2_0165,peri_urban,49,0,0,0,0,oxygen_concentrator,1,0,0.4,0,2,0,2,0,0,0,0,0,0,1,funding_for_refill,2021,6,13,neonatal_respiratory,0,13,0,2,5,122.0,21.0,1,grid_unreliable,15
62,district_hospital,O2_0122,rural,58,0,0,0,0,oxygen_concentrator,4,2,3.1,0,2,3,4,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,8,14,neonatal_respiratory,0,14,0,7,2,71.0,17.0,0,none,19
63,district_hospital,O2_0138,peri_urban,13,0,0,0,0,cylinder_portable,0,0,1.6,0,3,4,24,0,1,0,0,0,0,13,power_outage,2022,7,11,surgical_anaesthesia,0,11,0,5,5,165.0,12.0,1,grid_unreliable,31
64,district_hospital,O2_0076,peri_urban,5,0,0,0,0,cylinder_portable,3,1,12.5,0,3,3,9,0,1,0,0,0,0,15,empty_cylinders_not_collected,2023,7,11,pneumonia_child,0,11,0,4,1,188.0,16.0,0,grid_unreliable,10
65,district_hospital,O2_0080,peri_urban,60,0,0,0,0,cylinder_portable,0,0,17.0,0,1,4,8,0,0,0,0,1,1,0,not_applicable,2023,7,8,neonatal_respiratory,4,4,0,2,0,25.0,12.0,0,grid_reliable,8
66,district_hospital,O2_0051,urban,108,0,0,0,0,oxygen_concentrator,0,0,0.3,0,1,7,6,0,1,0,0,1,1,4,concentrator_malfunction,2022,6,11,surgical_anaesthesia,5,6,0,1,0,130.0,317.0,1,grid_unreliable,25
67,district_hospital,O2_0114,peri_urban,47,0,0,1,0,cylinder_portable,0,0,6.2,0,5,8,0,0,1,1,1,1,1,0,not_applicable,2023,12,12,COPD_exacerbation,7,5,0,1,0,277.0,52.0,0,none,5
68,district_hospital,O2_0165,rural,72,0,0,0,0,cylinder_portable,0,0,5.2,0,2,4,22,0,0,0,0,0,0,1,power_outage,2023,11,13,COPD_exacerbation,0,13,0,6,2,199.0,68.0,0,solar,19
69,district_hospital,O2_0131,rural,68,0,0,0,0,cylinder_portable,0,0,0.5,0,4,2,49,0,0,0,0,0,0,2,no_oxygen_source,2024,10,12,pneumonia_adult,0,12,0,4,4,391.0,27.0,1,grid_unreliable,4
70,district_hospital,O2_0192,peri_urban,36,1,0,0,0,oxygen_concentrator,1,0,9.3,0,2,3,26,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,3,8,neonatal_respiratory,0,8,0,5,0,211.0,20.0,1,grid_unreliable,17
71,district_hospital,O2_0106,urban,57,0,0,0,0,cylinder_piped,0,0,4.2,0,1,8,14,0,0,0,0,0,0,5,PSA_plant_breakdown,2021,11,7,severe_malaria,0,7,0,3,0,214.0,138.0,0,none,4
72,district_hospital,O2_0108,urban,13,0,0,0,0,oxygen_concentrator,4,2,0.8,0,2,1,0,0,1,0,0,1,1,0,not_applicable,2024,11,10,pneumonia_child,3,7,0,4,0,271.0,41.0,0,solar,1
73,district_hospital,O2_0172,peri_urban,98,0,0,0,0,oxygen_concentrator,0,0,17.6,0,2,2,44,0,0,0,0,1,1,0,not_applicable,2022,6,14,surgical_anaesthesia,5,9,0,4,0,246.0,11.0,0,grid_unreliable,21
74,district_hospital,O2_0130,rural,64,0,0,1,0,oxygen_concentrator,1,0,4.3,1,1,4,35,0,1,1,1,0,0,8,power_outage,2024,7,9,COPD_exacerbation,0,9,0,4,3,218.0,21.0,0,grid_reliable,45
75,district_hospital,O2_0079,rural,37,0,0,0,0,oxygen_concentrator,1,0,9.4,0,1,6,42,0,0,0,0,0,0,5,concentrator_malfunction,2021,7,9,other_hypoxemia,0,9,0,3,1,133.0,43.0,0,grid_unreliable,14
76,district_hospital,O2_0005,rural,72,0,0,0,0,oxygen_concentrator,1,0,6.5,0,3,3,21,0,1,0,0,0,0,15,empty_cylinders_not_collected,2024,12,13,pneumonia_child,0,13,0,6,7,118.0,6.0,0,grid_unreliable,13
77,district_hospital,O2_0121,rural,95,0,0,0,0,oxygen_concentrator,1,0,6.6,0,2,2,9,0,1,0,0,0,0,4,PSA_plant_breakdown,2024,10,19,neonatal_respiratory,0,19,0,7,4,0.0,22.0,0,grid_unreliable,3
78,district_hospital,O2_0078,rural,9,0,0,0,0,oxygen_concentrator,3,1,11.7,0,8,5,14,0,1,1,1,0,0,9,cylinder_delivery_delay,2024,4,11,COPD_exacerbation,0,11,0,3,7,266.0,2.0,0,none,5
79,district_hospital,O2_0020,rural,41,0,0,0,0,oxygen_concentrator,3,1,1.5,0,6,2,5,0,0,0,0,1,0,0,not_applicable,2023,11,14,severe_malaria,8,6,0,2,0,192.0,50.0,0,generator_only,8
80,district_hospital,O2_0031,rural,68,0,0,0,0,cylinder_piped,1,0,7.5,0,2,4,23,0,0,0,0,1,1,0,not_applicable,2021,2,16,surgical_anaesthesia,9,7,0,2,0,199.0,170.0,1,grid_unreliable,3
81,district_hospital,O2_0097,urban,39,0,0,0,0,oxygen_concentrator,3,0,0.8,0,5,2,10,0,0,0,0,1,1,1,funding_for_refill,2024,4,8,pneumonia_adult,3,5,0,3,0,227.0,62.0,0,grid_reliable,2
82,district_hospital,O2_0114,rural,76,0,0,0,0,PSA_plant_onsite,0,0,0.4,0,3,2,10,1,1,0,0,0,0,29,cylinder_delivery_delay,2024,12,14,severe_malaria,0,14,0,6,2,414.0,40.0,1,grid_unreliable,7
83,district_hospital,O2_0090,peri_urban,87,0,0,0,0,oxygen_concentrator,0,0,3.4,0,5,1,43,0,1,1,0,1,1,0,not_applicable,2021,12,12,pneumonia_adult,3,9,0,7,0,191.0,148.0,0,solar,19
84,district_hospital,O2_0114,rural,106,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,3,5,9,0,0,0,0,1,1,15,concentrator_malfunction,2022,9,4,pneumonia_child,2,2,1,2,0,161.0,30.0,0,grid_unreliable,3
85,district_hospital,O2_0039,urban,25,0,1,0,0,cylinder_portable,0,0,1.1,0,4,1,14,0,0,0,0,0,0,20,PSA_plant_breakdown,2023,9,10,pneumonia_adult,0,10,0,3,2,175.0,225.0,0,none,8
86,district_hospital,O2_0178,urban,14,0,0,0,0,cylinder_piped,0,0,2.7,0,3,4,162,0,0,0,0,1,1,0,not_applicable,2021,1,18,other_hypoxemia,10,8,0,6,0,239.0,18.0,0,generator_only,54
87,district_hospital,O2_0104,peri_urban,65,0,0,1,0,none,0,0,2.1,0,2,6,59,0,1,0,0,1,1,0,not_applicable,2023,6,15,asthma_severe,8,7,1,4,0,221.0,1.0,0,grid_reliable,16
88,district_hospital,O2_0138,rural,27,0,0,0,0,cylinder_piped,0,0,14.0,1,2,1,51,0,1,0,0,0,0,8,no_oxygen_source,2023,12,13,pneumonia_child,0,13,0,10,3,123.0,64.0,1,none,24
89,district_hospital,O2_0094,urban,77,0,0,0,0,oxygen_concentrator,3,1,4.4,0,8,6,47,0,0,0,0,1,0,0,not_applicable,2024,10,11,COPD_exacerbation,6,5,1,3,0,285.0,44.0,0,none,17
90,district_hospital,O2_0093,rural,91,0,0,0,0,cylinder_portable,4,1,0.8,0,1,3,15,0,1,0,0,0,0,5,power_outage,2022,4,10,COVID19_severe,0,10,0,6,0,95.0,36.0,0,none,5
91,district_hospital,O2_0049,rural,97,0,0,0,0,cylinder_piped,0,0,17.1,0,5,5,10,0,0,0,0,1,1,0,not_applicable,2022,11,15,surgical_anaesthesia,8,7,0,4,0,251.0,278.0,1,generator_only,7
92,district_hospital,O2_0078,rural,18,0,0,1,0,cylinder_portable,0,0,4.6,0,1,3,2,0,1,1,1,0,0,3,power_outage,2024,4,13,neonatal_respiratory,0,13,0,4,4,93.0,6.0,1,generator_only,8
93,district_hospital,O2_0081,rural,53,0,0,0,0,none,0,0,0.9,0,2,3,30,0,1,1,0,1,1,0,not_applicable,2024,9,10,neonatal_respiratory,5,5,1,1,0,229.0,44.0,0,grid_reliable,2
94,district_hospital,O2_0182,rural,82,0,0,0,0,oxygen_concentrator,2,0,3.8,0,3,2,20,0,0,0,0,1,1,0,not_applicable,2024,11,13,pneumonia_child,2,11,1,5,0,197.0,66.0,1,grid_reliable,0
95,district_hospital,O2_0008,rural,5,0,0,0,0,oxygen_concentrator,6,1,4.9,0,6,10,64,0,1,0,0,0,0,2,cylinder_delivery_delay,2022,6,16,pneumonia_child,0,16,0,8,4,201.0,3.0,1,grid_reliable,11
96,district_hospital,O2_0151,rural,15,0,0,0,0,oxygen_concentrator,2,0,0.1,0,6,4,36,0,0,0,0,1,0,0,not_applicable,2022,6,21,neonatal_respiratory,7,14,1,5,0,181.0,17.0,0,solar,22
97,district_hospital,O2_0098,peri_urban,54,1,0,0,0,LOX_bulk_tank,5,3,2.7,0,2,5,18,0,0,0,0,1,1,0,not_applicable,2023,10,12,COPD_exacerbation,2,10,1,4,0,304.0,1.0,0,grid_unreliable,11
98,district_hospital,O2_0172,rural,52,0,0,0,0,cylinder_piped,0,0,3.1,0,3,3,42,0,1,0,0,1,1,0,not_applicable,2023,8,12,pneumonia_adult,7,5,1,5,0,174.0,0.0,0,grid_reliable,8
99,district_hospital,O2_0072,rural,88,0,0,1,0,cylinder_portable,0,0,5.3,0,5,2,3,0,0,0,0,0,0,8,concentrator_malfunction,2023,9,12,COVID19_severe,0,12,0,5,5,195.0,81.0,1,generator_only,4
100,district_hospital,O2_0078,peri_urban,14,0,0,0,0,cylinder_piped,0,0,4.2,0,4,4,3,0,1,1,1,0,0,4,demand_surge,2022,8,10,other_hypoxemia,0,10,0,7,1,331.0,77.0,0,none,5
101,district_hospital,O2_0012,peri_urban,60,0,0,0,0,cylinder_piped,1,0,2.3,0,1,1,7,0,0,0,0,0,0,2,concentrator_malfunction,2023,5,9,pneumonia_child,0,9,0,3,0,91.0,59.0,1,grid_unreliable,5
102,district_hospital,O2_0049,urban,157,0,0,0,0,cylinder_portable,0,0,12.1,0,2,4,18,0,0,0,0,1,1,5,cylinder_delivery_delay,2022,1,10,trauma,6,4,0,2,0,296.0,147.0,0,grid_unreliable,9
103,district_hospital,O2_0043,urban,67,0,0,0,0,cylinder_piped,0,0,1.4,0,2,6,34,0,0,0,0,1,0,0,not_applicable,2024,7,8,pneumonia_child,3,5,1,3,0,147.0,1.0,1,solar,3
104,district_hospital,O2_0199,urban,49,0,0,0,0,oxygen_concentrator,2,1,7.5,0,1,1,85,0,0,0,0,1,1,0,not_applicable,2023,3,13,sepsis,5,8,0,4,0,293.0,49.0,1,solar,5
105,district_hospital,O2_0118,peri_urban,120,0,0,0,0,oxygen_concentrator,3,0,1.7,0,3,7,1,0,0,0,0,0,0,6,no_oxygen_source,2022,11,12,neonatal_respiratory,0,12,0,5,3,232.0,77.0,0,grid_unreliable,16
106,district_hospital,O2_0098,peri_urban,88,0,1,0,0,cylinder_piped,0,0,2.6,0,4,7,16,0,0,0,0,0,0,21,demand_surge,2024,7,7,COVID19_severe,0,7,0,5,2,382.0,19.0,1,generator_only,0
107,district_hospital,O2_0082,rural,92,0,0,0,0,oxygen_concentrator,0,0,2.2,0,2,2,6,0,1,0,0,1,1,4,cylinder_delivery_delay,2023,9,14,pneumonia_child,8,6,1,2,0,122.0,54.0,1,generator_only,17
108,district_hospital,O2_0149,urban,115,0,0,0,0,cylinder_portable,0,0,3.4,0,4,1,14,0,0,0,0,1,1,2,demand_surge,2021,12,20,other_hypoxemia,8,12,1,7,0,118.0,17.0,0,none,37
109,district_hospital,O2_0006,rural,24,0,0,0,1,oxygen_concentrator,3,0,3.9,1,2,4,3,0,1,0,0,0,0,1,concentrator_malfunction,2023,10,12,COVID19_severe,0,12,0,6,7,311.0,4.0,1,generator_only,15
110,district_hospital,O2_0154,rural,72,0,0,0,1,cylinder_portable,0,0,7.4,1,5,2,7,0,0,0,0,0,0,1,supplier_stockout,2021,12,12,pneumonia_child,0,12,0,2,4,194.0,43.0,1,grid_unreliable,13
111,district_hospital,O2_0017,rural,29,0,0,0,0,oxygen_concentrator,0,0,4.5,1,6,5,8,0,1,0,0,1,1,0,not_applicable,2022,3,13,surgical_anaesthesia,6,7,0,1,0,181.0,10.0,1,generator_only,11
112,district_hospital,O2_0102,peri_urban,43,0,0,0,0,cylinder_piped,0,0,8.7,0,2,3,14,0,0,0,0,0,0,16,concentrator_malfunction,2024,11,8,pneumonia_child,0,8,0,5,2,203.0,104.0,0,grid_reliable,0
113,district_hospital,O2_0135,peri_urban,38,0,0,0,0,oxygen_concentrator,1,0,1.9,0,5,2,4,0,0,0,0,0,0,2,concentrator_malfunction,2022,7,12,pneumonia_child,0,12,0,7,0,233.0,39.0,0,grid_unreliable,6
114,district_hospital,O2_0134,urban,29,0,0,0,0,oxygen_concentrator,1,0,8.8,0,1,6,58,0,0,0,0,1,0,0,not_applicable,2024,8,7,COVID19_severe,2,5,0,5,0,328.0,3.0,1,generator_only,16
115,district_hospital,O2_0044,rural,62,0,0,0,0,oxygen_concentrator,1,0,2.0,0,3,4,0,0,0,0,0,0,0,11,funding_for_refill,2023,11,14,pneumonia_adult,0,14,0,7,4,89.0,21.0,0,generator_only,3
116,district_hospital,O2_0005,rural,67,0,1,1,0,cylinder_piped,0,0,4.3,0,3,1,18,0,1,0,0,0,0,13,cylinder_delivery_delay,2024,8,8,surgical_anaesthesia,0,8,0,1,1,279.0,44.0,0,grid_unreliable,19
117,district_hospital,O2_0087,urban,29,0,0,0,0,cylinder_portable,0,0,8.4,0,5,3,25,0,0,0,0,1,1,0,not_applicable,2023,11,14,neonatal_respiratory,8,6,1,1,0,144.0,19.0,1,solar,9
118,district_hospital,O2_0162,peri_urban,53,0,0,0,0,none,0,0,3.4,0,3,3,24,0,0,0,0,1,1,0,not_applicable,2022,4,9,pneumonia_child,4,5,1,2,0,111.0,22.0,1,grid_unreliable,6
119,district_hospital,O2_0040,rural,60,0,0,0,0,oxygen_concentrator,1,0,8.1,0,1,5,9,0,1,1,0,1,1,1,demand_surge,2024,11,10,COPD_exacerbation,6,4,0,2,0,5.0,47.0,0,grid_unreliable,5
120,district_hospital,O2_0084,peri_urban,48,0,0,0,0,oxygen_concentrator,0,0,0.8,1,2,5,25,0,0,0,0,0,0,6,concentrator_malfunction,2023,5,9,pneumonia_child,0,9,0,3,2,208.0,62.0,0,grid_unreliable,20
121,district_hospital,O2_0025,peri_urban,19,0,0,1,0,cylinder_portable,0,0,2.3,0,1,1,64,0,0,0,0,1,1,0,not_applicable,2022,5,12,other_hypoxemia,4,8,0,4,0,197.0,261.0,0,grid_unreliable,11
122,district_hospital,O2_0107,rural,99,0,0,0,1,cylinder_piped,0,0,11.8,1,1,9,31,0,0,0,0,1,1,0,not_applicable,2022,8,8,COVID19_severe,5,3,0,1,0,150.0,2.0,0,none,52
123,district_hospital,O2_0016,rural,104,0,0,0,0,none,0,0,0.3,0,4,4,10,0,0,0,0,0,0,2,PSA_plant_breakdown,2023,5,15,trauma,0,15,0,4,4,0.0,60.0,0,grid_unreliable,12
124,district_hospital,O2_0138,peri_urban,17,0,0,0,0,oxygen_concentrator,2,0,8.9,0,1,5,10,0,1,1,0,0,0,5,cylinder_delivery_delay,2023,6,13,COVID19_severe,0,13,0,4,2,214.0,38.0,1,generator_only,16
125,district_hospital,O2_0071,rural,102,0,0,0,0,oxygen_concentrator,1,0,10.3,0,4,5,1,0,0,0,0,1,1,0,not_applicable,2022,5,19,trauma,10,9,0,4,0,202.0,17.0,0,generator_only,18
126,district_hospital,O2_0170,peri_urban,35,0,0,0,0,oxygen_concentrator,1,0,12.4,0,2,8,11,0,1,0,0,1,1,0,not_applicable,2022,3,10,pneumonia_adult,4,6,0,2,0,109.0,1.0,1,grid_unreliable,0
127,district_hospital,O2_0123,rural,47,0,0,0,0,cylinder_piped,0,0,16.8,0,3,3,26,0,1,1,0,0,0,3,power_outage,2022,8,8,neonatal_respiratory,0,8,0,4,1,157.0,126.0,1,grid_reliable,11
128,district_hospital,O2_0131,rural,123,0,0,0,0,cylinder_portable,2,1,2.1,0,6,1,0,0,0,0,0,1,1,0,not_applicable,2022,10,17,asthma_severe,8,9,1,3,0,266.0,20.0,1,none,6
129,district_hospital,O2_0162,urban,119,0,0,0,0,cylinder_portable,0,0,12.8,0,1,2,4,0,0,0,0,0,0,24,concentrator_malfunction,2022,10,12,neonatal_respiratory,0,12,0,5,3,54.0,4.0,0,grid_unreliable,4
130,district_hospital,O2_0182,urban,33,0,0,0,0,cylinder_portable,0,0,12.0,0,3,8,63,0,0,0,0,1,1,0,not_applicable,2023,9,16,severe_malaria,7,9,0,2,0,234.0,32.0,0,grid_reliable,7
131,district_hospital,O2_0139,peri_urban,48,0,0,1,0,oxygen_concentrator,3,0,5.8,0,1,1,37,0,0,0,0,0,0,5,supplier_stockout,2022,8,12,neonatal_respiratory,0,12,0,6,0,293.0,3.0,1,grid_reliable,2
132,district_hospital,O2_0105,peri_urban,29,0,0,0,0,cylinder_portable,0,0,10.8,0,1,3,3,0,1,1,1,0,0,14,empty_cylinders_not_collected,2022,8,17,severe_malaria,0,17,0,9,8,162.0,99.0,0,grid_unreliable,16
133,district_hospital,O2_0149,peri_urban,62,0,0,0,0,PSA_plant_onsite,1,0,1.6,0,5,2,9,1,1,0,0,1,1,2,cylinder_delivery_delay,2024,10,18,COPD_exacerbation,7,11,0,3,0,332.0,63.0,0,grid_unreliable,6
134,district_hospital,O2_0022,peri_urban,5,0,0,0,0,cylinder_portable,0,0,0.0,0,5,5,2,0,0,0,0,0,0,11,piping_system_leak,2024,4,11,severe_malaria,0,11,0,6,1,148.0,82.0,1,none,4
135,district_hospital,O2_0189,urban,67,0,0,0,0,cylinder_piped,0,0,11.2,0,3,4,0,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,3,11,neonatal_respiratory,0,11,0,6,1,209.0,4.0,0,grid_unreliable,9
136,district_hospital,O2_0099,rural,13,0,0,0,0,none,0,0,4.4,0,2,6,0,0,0,0,0,0,0,11,cylinder_delivery_delay,2024,2,15,pneumonia_adult,0,15,0,9,4,178.0,38.0,0,none,14
137,district_hospital,O2_0066,peri_urban,34,0,0,0,0,none,0,0,9.9,0,2,2,5,0,0,0,0,1,0,0,not_applicable,2024,6,9,surgical_anaesthesia,2,7,1,4,0,242.0,11.0,0,none,7
138,district_hospital,O2_0088,rural,5,0,0,0,0,cylinder_portable,2,0,3.8,0,2,4,3,0,0,0,0,1,0,3,concentrator_malfunction,2023,5,15,sepsis,7,8,0,5,0,279.0,56.0,1,grid_unreliable,16
139,district_hospital,O2_0064,rural,88,0,0,0,0,oxygen_concentrator,4,2,2.7,0,1,5,7,0,1,1,0,1,1,0,not_applicable,2021,6,8,pneumonia_child,3,5,1,4,0,315.0,60.0,1,grid_unreliable,32
140,district_hospital,O2_0018,peri_urban,5,0,0,0,0,oxygen_concentrator,3,1,14.3,0,2,3,10,0,0,0,0,1,1,0,not_applicable,2024,1,13,COVID19_severe,6,7,1,2,0,100.0,5.0,1,grid_unreliable,10
141,district_hospital,O2_0127,peri_urban,34,0,0,0,0,oxygen_concentrator,4,2,10.4,0,3,7,44,0,0,0,0,1,1,0,not_applicable,2022,6,10,heart_failure,4,6,0,2,0,79.0,15.0,0,grid_unreliable,76
142,district_hospital,O2_0174,urban,56,0,1,0,0,oxygen_concentrator,0,0,14.6,0,5,6,21,0,0,0,0,1,1,0,not_applicable,2024,2,11,COVID19_severe,5,6,1,4,0,162.0,80.0,0,grid_reliable,6
143,district_hospital,O2_0110,rural,95,0,0,0,0,oxygen_concentrator,3,0,2.3,0,1,4,10,0,1,0,0,1,1,0,not_applicable,2022,6,14,COVID19_severe,6,8,0,5,0,201.0,271.0,1,generator_only,4
144,district_hospital,O2_0198,urban,62,0,0,0,0,oxygen_concentrator,2,0,3.8,1,2,7,88,0,0,0,0,0,0,3,power_outage,2024,6,11,neonatal_respiratory,0,11,0,3,1,257.0,3.0,1,grid_unreliable,25
145,district_hospital,O2_0021,peri_urban,79,0,0,0,0,oxygen_concentrator,2,1,0.9,1,5,6,47,0,0,0,0,1,1,0,not_applicable,2021,11,14,sepsis,7,7,1,5,0,143.0,142.0,1,none,10
146,district_hospital,O2_0192,rural,56,0,0,0,0,cylinder_portable,4,1,8.8,0,2,2,0,0,0,0,0,0,0,22,concentrator_malfunction,2023,9,10,neonatal_respiratory,0,10,0,6,4,199.0,32.0,0,grid_unreliable,1
147,district_hospital,O2_0138,peri_urban,5,0,0,0,0,cylinder_portable,0,0,3.0,0,5,5,37,0,0,0,0,0,0,20,power_outage,2023,9,14,trauma,0,14,0,3,4,176.0,2.0,0,solar,15
148,district_hospital,O2_0121,peri_urban,38,0,0,0,0,cylinder_portable,1,0,0.6,0,4,4,0,0,0,0,0,1,1,0,not_applicable,2023,10,9,surgical_anaesthesia,7,2,0,0,0,199.0,5.0,0,generator_only,23
149,district_hospital,O2_0089,peri_urban,187,0,0,0,0,oxygen_concentrator,2,1,3.0,0,1,3,46,0,1,1,1,0,0,18,power_outage,2021,7,9,trauma,0,9,0,2,4,130.0,30.0,0,grid_reliable,4
150,district_hospital,O2_0060,rural,82,0,0,1,0,cylinder_portable,0,0,3.8,0,2,3,6,0,0,0,0,0,0,6,demand_surge,2022,2,12,surgical_anaesthesia,0,12,0,4,1,142.0,142.0,0,none,0
151,district_hospital,O2_0023,peri_urban,75,0,0,0,0,oxygen_concentrator,4,1,0.2,0,1,4,2,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,12,10,pneumonia_adult,0,10,0,4,3,277.0,7.0,0,grid_unreliable,12
152,district_hospital,O2_0121,peri_urban,27,0,0,0,0,cylinder_portable,0,0,1.3,0,5,1,62,0,0,0,0,1,1,0,not_applicable,2024,10,13,severe_malaria,8,5,0,3,0,117.0,10.0,0,grid_unreliable,2
153,district_hospital,O2_0029,rural,112,0,0,0,0,PSA_plant_onsite,0,0,1.4,1,6,4,10,1,0,0,0,1,1,15,PSA_plant_breakdown,2022,6,11,pneumonia_child,4,7,0,3,0,187.0,55.0,1,grid_unreliable,15
154,district_hospital,O2_0143,peri_urban,114,0,1,1,0,cylinder_portable,0,0,7.5,0,2,4,6,0,0,0,0,1,1,3,power_outage,2023,6,10,asthma_severe,5,5,1,2,0,53.0,24.0,0,generator_only,3
155,district_hospital,O2_0170,rural,24,0,0,0,0,oxygen_concentrator,0,0,0.9,0,2,6,13,0,1,1,1,0,0,9,funding_for_refill,2022,5,10,neonatal_respiratory,0,10,0,2,5,183.0,34.0,1,grid_unreliable,6
156,district_hospital,O2_0062,peri_urban,40,0,0,0,0,cylinder_piped,1,0,7.3,0,6,2,2,0,1,1,0,0,0,13,concentrator_malfunction,2023,9,17,severe_malaria,0,17,0,7,1,249.0,72.0,0,grid_unreliable,15
157,district_hospital,O2_0156,rural,73,0,0,0,1,cylinder_piped,0,0,10.8,1,3,4,6,0,1,0,0,0,0,9,concentrator_malfunction,2024,6,12,COVID19_severe,0,12,0,4,2,116.0,29.0,1,grid_reliable,50
158,district_hospital,O2_0104,rural,63,0,0,0,0,cylinder_portable,2,1,0.3,0,2,5,10,0,1,0,0,0,0,5,power_outage,2023,1,8,trauma,0,8,0,2,3,279.0,109.0,0,grid_unreliable,45
159,district_hospital,O2_0037,peri_urban,129,0,0,0,0,cylinder_piped,0,0,7.3,0,1,4,1,0,0,0,0,1,1,1,funding_for_refill,2022,3,14,pneumonia_child,5,9,1,4,0,271.0,36.0,0,generator_only,20
160,district_hospital,O2_0054,rural,117,0,0,0,0,cylinder_portable,0,0,24.8,0,4,4,13,0,1,0,0,0,0,1,empty_cylinders_not_collected,2023,5,12,COVID19_severe,0,12,0,6,0,195.0,87.0,1,generator_only,3
161,district_hospital,O2_0170,rural,69,0,0,0,0,cylinder_piped,0,0,5.4,0,2,9,22,0,0,0,0,0,0,6,PSA_plant_breakdown,2023,11,12,neonatal_respiratory,0,12,0,6,3,195.0,106.0,1,grid_unreliable,5
162,district_hospital,O2_0077,rural,55,0,0,0,0,oxygen_concentrator,2,1,7.8,0,4,3,23,0,1,1,0,0,0,12,cylinder_delivery_delay,2023,7,16,pneumonia_adult,0,16,0,2,3,298.0,119.0,0,grid_unreliable,63
163,district_hospital,O2_0026,urban,49,0,0,0,0,cylinder_piped,0,0,7.4,0,4,1,4,0,0,0,0,1,1,0,not_applicable,2021,3,18,neonatal_respiratory,7,11,1,7,0,278.0,22.0,0,none,21
164,district_hospital,O2_0170,urban,8,0,0,0,0,oxygen_concentrator,1,0,5.2,0,4,5,25,0,0,0,0,1,1,0,not_applicable,2023,3,7,trauma,3,4,1,1,0,195.0,15.0,0,solar,69
165,district_hospital,O2_0147,peri_urban,39,0,0,0,0,cylinder_portable,1,0,2.1,0,6,3,4,0,1,1,0,1,1,0,not_applicable,2023,11,9,other_hypoxemia,5,4,1,1,0,286.0,1.0,0,grid_reliable,19
166,district_hospital,O2_0085,rural,22,0,0,0,0,cylinder_piped,0,0,7.9,0,4,6,10,0,0,0,0,0,0,3,demand_surge,2022,12,11,pneumonia_child,0,11,0,8,4,287.0,43.0,0,solar,8
167,district_hospital,O2_0059,peri_urban,50,0,0,0,0,cylinder_portable,0,0,6.2,0,3,1,56,0,0,0,0,0,0,4,empty_cylinders_not_collected,2023,9,10,pneumonia_adult,0,10,0,2,3,184.0,7.0,1,grid_unreliable,19
168,district_hospital,O2_0016,rural,116,0,1,0,0,cylinder_piped,1,0,1.9,0,3,1,3,0,0,0,0,1,1,0,not_applicable,2021,2,17,trauma,8,9,1,5,0,257.0,40.0,1,none,5
169,district_hospital,O2_0150,rural,5,0,1,0,0,cylinder_portable,0,0,6.5,0,5,4,4,0,0,0,0,1,1,0,not_applicable,2022,5,10,COPD_exacerbation,3,7,1,3,0,232.0,2.0,0,solar,30
170,district_hospital,O2_0099,rural,14,0,0,0,0,cylinder_piped,0,0,0.1,0,3,3,40,0,0,0,0,1,1,0,not_applicable,2022,8,12,pneumonia_adult,6,6,0,2,0,197.0,80.0,0,solar,18
171,district_hospital,O2_0105,peri_urban,49,0,0,0,0,oxygen_concentrator,0,0,0.9,0,5,1,9,0,0,0,0,1,1,0,not_applicable,2021,8,7,COVID19_severe,1,6,0,0,0,233.0,143.0,0,grid_unreliable,1
172,district_hospital,O2_0072,rural,75,0,1,0,0,cylinder_portable,0,0,2.1,0,4,6,21,0,0,0,0,1,1,5,power_outage,2023,10,14,trauma,9,5,0,2,0,191.0,49.0,0,grid_unreliable,6
173,district_hospital,O2_0190,peri_urban,41,0,0,0,0,cylinder_piped,0,0,6.8,0,1,2,9,0,0,0,0,1,1,0,not_applicable,2023,2,19,pneumonia_child,12,7,0,0,0,286.0,48.0,0,generator_only,8
174,district_hospital,O2_0025,rural,49,0,0,0,0,none,0,0,2.2,0,1,6,4,0,1,1,0,1,1,0,not_applicable,2024,4,6,COVID19_severe,1,5,0,0,0,174.0,13.0,0,generator_only,6
175,district_hospital,O2_0025,peri_urban,59,0,0,0,0,LOX_bulk_tank,0,0,2.0,0,5,2,23,0,1,1,0,1,1,0,not_applicable,2022,5,12,neonatal_respiratory,6,6,0,4,0,281.0,31.0,0,solar,58
176,district_hospital,O2_0084,rural,54,0,0,0,0,cylinder_portable,0,0,1.0,0,2,7,49,0,0,0,0,0,0,1,PSA_plant_breakdown,2024,9,12,severe_malaria,0,12,0,5,3,107.0,67.0,0,none,40
177,district_hospital,O2_0142,urban,58,0,0,0,0,oxygen_concentrator,2,1,3.2,1,3,6,4,0,1,0,0,0,0,15,piping_system_leak,2022,12,15,severe_malaria,0,15,0,7,5,204.0,12.0,1,grid_unreliable,22
178,district_hospital,O2_0050,rural,153,0,0,0,0,cylinder_portable,0,0,2.4,0,3,0,20,0,1,0,0,1,0,0,not_applicable,2024,7,11,pneumonia_child,4,7,0,6,0,302.0,45.0,1,generator_only,11
179,district_hospital,O2_0016,rural,43,1,0,0,0,oxygen_concentrator,1,0,4.4,0,2,5,12,0,0,0,0,1,1,0,not_applicable,2021,4,11,pneumonia_child,6,5,0,1,0,213.0,18.0,1,grid_unreliable,40
180,district_hospital,O2_0176,rural,5,0,0,0,0,cylinder_piped,0,0,1.8,0,6,4,12,0,0,0,0,0,0,7,funding_for_refill,2023,9,9,neonatal_respiratory,0,9,0,3,2,284.0,8.0,0,grid_reliable,5
181,district_hospital,O2_0072,rural,5,0,0,0,0,cylinder_portable,0,0,16.5,0,3,1,23,0,0,0,0,1,0,0,not_applicable,2023,1,16,COPD_exacerbation,6,10,1,4,0,250.0,160.0,1,grid_unreliable,13
182,district_hospital,O2_0160,peri_urban,118,0,0,0,0,oxygen_concentrator,6,3,7.4,0,2,7,11,0,1,0,0,0,0,9,empty_cylinders_not_collected,2022,2,10,COPD_exacerbation,0,10,0,5,0,74.0,15.0,1,grid_unreliable,3
183,district_hospital,O2_0113,peri_urban,66,0,0,0,0,oxygen_concentrator,4,1,2.0,0,0,5,4,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,8,8,pneumonia_child,0,8,0,4,3,222.0,7.0,1,none,4
184,district_hospital,O2_0020,urban,5,0,0,0,0,cylinder_piped,0,0,5.0,0,5,7,7,0,0,0,0,0,0,2,demand_surge,2024,3,12,COVID19_severe,0,12,0,3,5,197.0,122.0,1,none,10
185,district_hospital,O2_0069,peri_urban,7,0,0,0,0,cylinder_portable,0,0,1.3,0,4,3,28,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,1,13,heart_failure,0,13,0,8,4,169.0,52.0,1,none,5
186,district_hospital,O2_0034,peri_urban,43,0,0,0,0,cylinder_portable,0,0,12.2,0,0,1,75,0,0,0,0,1,0,0,not_applicable,2022,5,11,asthma_severe,7,4,0,1,0,220.0,7.0,0,grid_unreliable,38
187,district_hospital,O2_0026,peri_urban,60,0,0,0,0,cylinder_piped,0,0,0.6,1,3,3,25,0,0,0,0,0,0,11,no_oxygen_source,2022,7,6,surgical_anaesthesia,0,6,0,4,0,281.0,60.0,0,none,11
188,district_hospital,O2_0132,urban,93,0,0,0,0,none,0,0,2.2,0,1,2,10,0,0,0,0,0,0,27,concentrator_malfunction,2022,2,12,neonatal_respiratory,0,12,0,5,2,209.0,40.0,0,generator_only,1
189,district_hospital,O2_0162,rural,15,0,0,0,0,none,0,0,1.7,0,2,4,13,0,0,0,0,0,0,12,cylinder_delivery_delay,2021,10,11,neonatal_respiratory,0,11,0,4,1,206.0,50.0,0,grid_unreliable,0
190,district_hospital,O2_0147,rural,84,0,0,0,0,none,0,0,14.7,0,2,4,25,0,1,0,0,0,0,1,no_oxygen_source,2022,8,12,COVID19_severe,0,12,0,5,4,182.0,99.0,0,none,6
191,district_hospital,O2_0034,peri_urban,37,0,1,0,1,none,0,0,11.5,1,3,2,24,0,0,0,0,1,1,0,not_applicable,2024,10,13,severe_malaria,7,6,1,3,0,292.0,25.0,0,solar,2
192,district_hospital,O2_0124,urban,127,0,0,0,0,cylinder_portable,0,0,3.3,0,1,1,19,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,1,19,severe_malaria,0,19,0,13,7,155.0,40.0,1,grid_unreliable,0
193,district_hospital,O2_0063,rural,78,0,0,0,0,oxygen_concentrator,4,0,5.5,0,0,6,0,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,11,8,COVID19_severe,0,8,0,3,2,324.0,138.0,0,grid_unreliable,9
194,district_hospital,O2_0184,rural,5,0,0,0,0,cylinder_portable,0,0,3.8,0,4,7,5,0,0,0,0,0,0,2,concentrator_malfunction,2024,10,7,COPD_exacerbation,0,7,0,1,1,166.0,3.0,0,generator_only,33
195,district_hospital,O2_0187,rural,105,1,0,0,0,oxygen_concentrator,0,0,8.0,0,3,4,36,0,1,1,0,0,0,1,cylinder_delivery_delay,2023,11,8,surgical_anaesthesia,0,8,0,3,2,209.0,82.0,1,none,20
196,district_hospital,O2_0070,peri_urban,53,0,0,0,0,cylinder_portable,0,0,5.5,1,4,1,14,0,1,1,0,1,0,14,cylinder_delivery_delay,2023,6,12,COPD_exacerbation,5,7,1,3,0,0.0,8.0,0,none,9
197,district_hospital,O2_0053,peri_urban,76,0,0,0,0,oxygen_concentrator,1,0,15.3,0,1,4,16,0,0,0,0,1,0,0,not_applicable,2021,3,11,COPD_exacerbation,6,5,0,3,0,322.0,20.0,0,grid_unreliable,49
198,district_hospital,O2_0089,peri_urban,40,0,0,0,0,LOX_bulk_tank,0,0,0.8,0,3,0,6,0,0,0,0,0,0,26,cylinder_delivery_delay,2021,11,14,pneumonia_adult,0,14,0,8,2,292.0,40.0,1,generator_only,15
199,district_hospital,O2_0051,rural,44,0,0,0,0,cylinder_piped,3,1,10.8,0,3,5,2,0,0,0,0,0,0,1,power_outage,2022,5,12,other_hypoxemia,0,12,0,5,2,161.0,31.0,1,none,0
200,district_hospital,O2_0184,urban,45,0,0,0,0,cylinder_portable,0,0,2.0,0,4,2,4,0,0,0,0,1,1,0,not_applicable,2023,10,16,COVID19_severe,6,10,0,3,0,371.0,113.0,0,solar,0
201,district_hospital,O2_0140,peri_urban,188,0,1,0,0,cylinder_portable,0,0,5.5,1,2,4,10,0,0,0,0,1,1,0,not_applicable,2022,2,14,COVID19_severe,5,9,1,3,0,207.0,152.0,0,grid_reliable,54
202,district_hospital,O2_0172,peri_urban,101,0,0,0,0,cylinder_portable,0,0,3.7,0,4,4,19,0,0,0,0,0,0,16,demand_surge,2022,4,8,pneumonia_child,0,8,0,4,1,245.0,27.0,1,solar,2
203,district_hospital,O2_0028,peri_urban,8,0,0,0,0,cylinder_piped,0,0,3.1,0,4,4,11,0,1,0,0,1,1,0,not_applicable,2024,3,8,COVID19_severe,2,6,1,1,0,195.0,14.0,0,grid_reliable,7
204,district_hospital,O2_0136,rural,146,0,0,0,0,none,0,0,15.3,0,6,2,4,0,0,0,0,1,0,0,not_applicable,2024,11,9,surgical_anaesthesia,2,7,0,4,0,150.0,106.0,0,solar,10
205,district_hospital,O2_0021,urban,99,0,0,0,0,oxygen_concentrator,2,1,1.3,0,6,0,117,0,0,0,0,1,1,0,not_applicable,2022,5,11,COPD_exacerbation,5,6,1,3,0,65.0,18.0,0,grid_unreliable,32
206,district_hospital,O2_0190,rural,15,0,0,0,0,none,0,0,1.6,0,3,4,10,0,0,0,0,0,0,16,cylinder_delivery_delay,2022,11,9,pneumonia_child,0,9,0,4,2,162.0,62.0,1,generator_only,1
207,district_hospital,O2_0029,urban,51,0,1,0,0,cylinder_piped,0,0,5.3,0,4,5,6,0,0,0,0,0,0,6,concentrator_malfunction,2024,5,11,surgical_anaesthesia,0,11,0,4,2,69.0,43.0,0,solar,4
208,district_hospital,O2_0185,rural,83,0,0,0,0,LOX_bulk_tank,0,0,1.5,0,2,4,4,0,0,0,0,0,0,12,demand_surge,2023,8,9,neonatal_respiratory,0,9,0,4,3,134.0,22.0,1,solar,6
209,district_hospital,O2_0110,peri_urban,54,0,0,0,0,oxygen_concentrator,4,1,5.6,0,0,7,1,0,0,0,0,0,0,12,power_outage,2022,12,11,pneumonia_child,0,11,0,8,3,136.0,9.0,1,grid_unreliable,8
210,district_hospital,O2_0168,rural,26,0,0,0,0,LOX_bulk_tank,0,0,2.6,0,5,2,4,0,1,0,0,0,0,20,cylinder_delivery_delay,2024,8,12,neonatal_respiratory,0,12,0,3,4,0.0,25.0,0,grid_unreliable,7
211,district_hospital,O2_0158,peri_urban,82,0,0,0,0,cylinder_portable,0,0,6.4,0,3,8,9,0,0,0,0,0,0,1,concentrator_malfunction,2023,1,10,severe_malaria,0,10,0,4,2,283.0,4.0,0,none,1
212,district_hospital,O2_0147,rural,87,0,1,0,0,cylinder_portable,0,0,0.0,0,3,4,79,0,0,0,0,1,1,0,not_applicable,2022,3,12,asthma_severe,2,10,0,2,0,274.0,2.0,0,none,8
213,district_hospital,O2_0170,rural,94,0,0,0,0,cylinder_portable,0,0,6.3,0,1,4,43,0,0,0,0,0,0,8,cylinder_delivery_delay,2021,9,15,COVID19_severe,0,15,0,8,4,61.0,75.0,1,grid_unreliable,35
214,district_hospital,O2_0100,peri_urban,88,0,0,0,0,oxygen_concentrator,2,0,2.2,0,5,2,18,0,0,0,0,0,0,13,power_outage,2023,6,11,heart_failure,0,11,0,2,5,150.0,22.0,0,none,14
215,district_hospital,O2_0123,rural,79,0,0,0,0,none,0,0,12.0,0,2,5,26,0,0,0,0,0,0,5,power_outage,2024,3,13,pneumonia_child,0,13,0,8,4,206.0,24.0,0,none,23
216,district_hospital,O2_0038,rural,12,0,0,0,1,cylinder_piped,0,0,4.8,1,3,2,67,0,0,0,0,0,0,12,supplier_stockout,2023,3,14,neonatal_respiratory,0,14,0,6,4,307.0,116.0,0,grid_unreliable,0
217,district_hospital,O2_0031,peri_urban,84,0,0,0,1,oxygen_concentrator,5,3,8.4,1,4,4,0,0,0,0,0,1,1,0,not_applicable,2022,4,13,sepsis,3,10,1,5,0,201.0,119.0,1,generator_only,11
218,district_hospital,O2_0046,rural,79,0,0,0,0,oxygen_concentrator,4,1,0.5,0,3,3,0,0,1,0,0,1,1,0,not_applicable,2023,2,15,severe_malaria,7,8,0,4,0,219.0,6.0,0,solar,22
219,district_hospital,O2_0182,peri_urban,5,0,0,0,0,none,0,0,2.3,0,6,3,11,0,0,0,0,1,0,0,not_applicable,2021,11,11,severe_malaria,5,6,1,4,0,236.0,2.0,0,solar,13
220,district_hospital,O2_0132,peri_urban,44,0,0,0,0,oxygen_concentrator,2,1,0.8,0,1,4,34,0,0,0,0,0,0,2,empty_cylinders_not_collected,2022,6,4,sepsis,0,4,0,2,1,196.0,25.0,1,solar,1
221,district_hospital,O2_0015,peri_urban,68,0,1,0,0,LOX_bulk_tank,0,0,0.7,0,4,4,4,0,0,0,0,0,0,1,PSA_plant_breakdown,2022,6,6,COPD_exacerbation,0,6,0,3,0,180.0,6.0,1,none,7
222,district_hospital,O2_0074,rural,76,0,0,0,0,cylinder_portable,0,0,5.3,0,2,2,8,0,1,1,0,1,1,0,not_applicable,2022,2,7,COVID19_severe,4,3,1,1,0,264.0,12.0,1,grid_reliable,8
223,district_hospital,O2_0123,urban,48,0,1,1,0,LOX_bulk_tank,0,0,1.0,0,6,2,46,0,0,0,0,1,0,0,not_applicable,2023,9,10,severe_malaria,4,6,0,2,0,362.0,35.0,0,solar,49
224,district_hospital,O2_0001,peri_urban,119,0,0,0,0,oxygen_concentrator,1,0,0.4,0,1,6,9,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,10,11,asthma_severe,0,11,0,4,0,234.0,79.0,1,solar,1
225,district_hospital,O2_0047,rural,20,0,0,0,0,cylinder_portable,0,0,2.8,0,2,2,4,0,0,0,0,0,0,1,funding_for_refill,2024,8,10,trauma,0,10,0,6,2,208.0,16.0,0,solar,4
226,district_hospital,O2_0117,rural,112,0,0,0,0,oxygen_concentrator,2,0,1.6,0,2,6,32,0,0,0,0,1,1,0,not_applicable,2023,11,20,pneumonia_adult,5,15,1,9,0,75.0,1.0,0,grid_reliable,17
227,district_hospital,O2_0094,rural,84,0,1,0,1,oxygen_concentrator,2,0,11.7,1,2,2,30,0,0,0,0,1,0,0,not_applicable,2024,5,9,pneumonia_child,3,6,1,2,0,124.0,34.0,0,none,5
228,district_hospital,O2_0067,peri_urban,46,0,0,0,0,cylinder_piped,0,0,3.3,0,2,4,9,0,0,0,0,1,0,0,not_applicable,2022,12,10,neonatal_respiratory,4,6,0,4,0,305.0,15.0,1,grid_unreliable,41
229,district_hospital,O2_0132,urban,71,0,0,0,0,cylinder_portable,0,0,0.4,0,4,2,11,0,1,1,0,0,0,4,cylinder_delivery_delay,2023,2,10,COVID19_severe,0,10,0,6,3,287.0,2.0,1,grid_reliable,0
230,district_hospital,O2_0039,rural,59,0,0,0,0,cylinder_portable,0,0,4.9,0,0,3,20,0,0,0,0,0,0,5,concentrator_malfunction,2024,12,13,pneumonia_adult,0,13,0,6,4,213.0,71.0,1,generator_only,28
231,district_hospital,O2_0131,peri_urban,92,0,0,0,0,cylinder_portable,0,0,6.0,0,6,2,20,0,0,0,0,1,0,0,not_applicable,2022,1,17,neonatal_respiratory,9,8,1,2,0,107.0,58.0,1,grid_reliable,1
232,district_hospital,O2_0018,rural,81,0,0,0,0,cylinder_portable,0,0,4.8,0,0,7,13,0,0,0,0,1,1,0,not_applicable,2023,5,14,pneumonia_child,9,5,0,0,0,159.0,46.0,1,grid_unreliable,0
233,district_hospital,O2_0176,urban,70,0,0,0,0,cylinder_piped,1,0,4.8,0,4,6,28,0,0,0,0,1,1,0,not_applicable,2024,1,8,severe_malaria,3,5,0,4,0,76.0,80.0,0,none,3
234,district_hospital,O2_0071,peri_urban,51,0,0,0,0,LOX_bulk_tank,0,0,0.3,0,1,4,50,0,1,0,0,1,1,0,not_applicable,2022,8,12,COPD_exacerbation,1,11,1,5,0,292.0,130.0,0,generator_only,1
235,district_hospital,O2_0043,rural,5,0,0,0,1,oxygen_concentrator,5,2,2.1,1,8,4,20,0,1,1,0,1,0,0,not_applicable,2022,5,13,pneumonia_adult,2,11,0,4,0,208.0,8.0,1,solar,44
236,district_hospital,O2_0192,rural,34,0,0,0,0,LOX_bulk_tank,0,0,17.8,0,2,3,37,0,0,0,0,0,0,10,power_outage,2021,12,9,severe_malaria,0,9,0,4,3,341.0,107.0,1,grid_unreliable,6
237,district_hospital,O2_0179,rural,13,0,0,0,0,none,2,0,2.3,0,3,3,5,0,1,1,0,0,0,18,concentrator_malfunction,2022,10,12,asthma_severe,0,12,0,6,2,114.0,111.0,0,solar,2
238,district_hospital,O2_0044,peri_urban,134,0,0,0,0,oxygen_concentrator,2,1,3.8,0,3,5,19,0,1,0,0,1,1,0,not_applicable,2023,2,12,pneumonia_child,3,9,0,5,0,233.0,50.0,0,solar,33
239,district_hospital,O2_0084,peri_urban,18,0,0,1,0,oxygen_concentrator,3,0,0.4,0,4,4,22,0,0,0,0,0,0,1,PSA_plant_breakdown,2024,6,8,pneumonia_adult,0,8,0,3,1,291.0,57.0,0,generator_only,26
240,district_hospital,O2_0067,peri_urban,69,0,0,0,0,cylinder_portable,0,0,9.3,0,6,4,36,0,0,0,0,1,0,0,not_applicable,2023,10,11,COVID19_severe,7,4,1,0,0,125.0,33.0,0,none,2
241,district_hospital,O2_0049,rural,108,0,0,0,0,cylinder_portable,0,0,2.1,0,3,5,10,0,1,0,0,1,0,0,not_applicable,2023,6,7,pneumonia_adult,1,6,0,4,0,161.0,19.0,1,none,4
242,district_hospital,O2_0199,rural,85,0,0,0,1,oxygen_concentrator,4,0,10.1,1,4,8,7,0,1,1,0,1,1,0,not_applicable,2023,3,9,severe_malaria,3,6,1,3,0,69.0,44.0,0,grid_unreliable,41
243,district_hospital,O2_0093,rural,55,0,0,0,0,cylinder_portable,1,0,0.6,1,5,5,42,0,0,0,0,1,1,0,not_applicable,2022,3,14,COVID19_severe,5,9,0,2,0,206.0,3.0,1,grid_reliable,12
244,district_hospital,O2_0057,peri_urban,33,0,0,0,0,cylinder_portable,0,0,0.5,0,1,4,16,0,1,0,0,1,1,0,not_applicable,2021,8,9,trauma,5,4,1,2,0,179.0,8.0,0,grid_reliable,77
245,district_hospital,O2_0059,peri_urban,70,0,0,0,0,oxygen_concentrator,2,1,10.3,0,5,2,3,0,0,0,0,0,0,9,funding_for_refill,2024,8,14,neonatal_respiratory,0,14,0,9,5,153.0,122.0,1,grid_unreliable,39
246,district_hospital,O2_0063,rural,102,0,0,0,0,none,3,0,2.0,0,5,2,7,0,0,0,0,1,0,5,piping_system_leak,2024,1,18,COPD_exacerbation,13,5,0,3,0,254.0,31.0,0,grid_reliable,49
247,district_hospital,O2_0180,urban,65,0,0,0,0,cylinder_piped,1,0,2.4,0,2,1,35,0,1,1,1,0,0,15,funding_for_refill,2023,4,16,asthma_severe,0,16,0,9,4,54.0,23.0,1,none,0
248,district_hospital,O2_0013,rural,17,0,0,0,0,oxygen_concentrator,3,2,1.5,1,1,4,7,0,0,0,0,0,0,28,empty_cylinders_not_collected,2024,9,16,other_hypoxemia,0,16,0,10,1,219.0,25.0,0,solar,17
249,district_hospital,O2_0172,peri_urban,55,0,0,0,0,cylinder_piped,0,0,5.4,0,1,5,21,0,0,0,0,0,0,1,power_outage,2023,1,9,severe_malaria,0,9,0,3,2,100.0,182.0,1,grid_unreliable,1
250,district_hospital,O2_0169,urban,5,1,0,0,0,LOX_bulk_tank,0,0,12.7,0,3,5,13,0,1,1,1,1,0,0,not_applicable,2024,1,12,neonatal_respiratory,6,6,0,3,0,324.0,26.0,0,grid_unreliable,12
251,district_hospital,O2_0190,rural,53,0,0,0,0,cylinder_portable,0,0,1.7,0,3,1,5,0,0,0,0,1,1,1,empty_cylinders_not_collected,2023,9,12,pneumonia_adult,5,7,1,5,0,111.0,7.0,1,none,3
252,district_hospital,O2_0019,urban,80,0,0,0,0,cylinder_portable,0,0,2.6,0,1,6,42,0,0,0,0,0,0,1,demand_surge,2023,12,15,sepsis,0,15,0,5,1,64.0,53.0,0,solar,11
253,district_hospital,O2_0199,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,4.0,0,2,3,9,0,0,0,0,1,1,0,not_applicable,2022,10,17,neonatal_respiratory,8,9,0,5,0,173.0,29.0,0,generator_only,2
254,district_hospital,O2_0040,rural,5,0,0,1,0,cylinder_portable,0,0,11.0,0,2,3,48,0,1,1,0,0,0,1,power_outage,2024,1,10,pneumonia_child,0,10,0,5,0,136.0,13.0,1,grid_reliable,46
255,district_hospital,O2_0074,rural,10,0,0,0,0,oxygen_concentrator,1,0,3.2,0,2,4,1,0,1,1,0,1,1,0,not_applicable,2023,8,4,sepsis,2,2,0,1,0,216.0,38.0,1,grid_unreliable,5
256,district_hospital,O2_0013,peri_urban,56,0,0,0,0,cylinder_portable,0,0,16.9,0,6,6,34,0,0,0,0,1,1,0,not_applicable,2023,12,16,pneumonia_child,6,10,0,7,0,190.0,36.0,0,grid_reliable,9
257,district_hospital,O2_0128,peri_urban,42,0,0,0,0,oxygen_concentrator,2,1,1.3,0,3,7,8,0,1,0,0,0,0,7,cylinder_delivery_delay,2024,12,7,other_hypoxemia,0,7,0,4,0,137.0,93.0,1,grid_unreliable,5
258,district_hospital,O2_0098,peri_urban,5,0,0,0,1,cylinder_piped,0,0,8.1,1,2,2,3,0,1,1,0,1,1,0,not_applicable,2021,11,12,COVID19_severe,7,5,0,3,0,421.0,3.0,1,none,12
259,district_hospital,O2_0177,peri_urban,32,1,0,0,0,cylinder_piped,0,0,0.3,0,3,4,98,0,1,0,0,0,0,9,demand_surge,2021,2,12,asthma_severe,0,12,0,4,4,135.0,22.0,0,grid_unreliable,20
260,district_hospital,O2_0118,rural,106,0,1,0,0,oxygen_concentrator,1,0,2.1,0,1,6,5,0,0,0,0,0,0,13,power_outage,2022,11,9,pneumonia_child,0,9,0,4,2,117.0,30.0,0,solar,0
261,district_hospital,O2_0053,rural,91,0,0,0,0,cylinder_portable,0,0,0.7,1,3,4,18,0,0,0,0,1,1,0,not_applicable,2022,1,10,pneumonia_child,4,6,1,4,0,135.0,66.0,0,grid_unreliable,26
262,district_hospital,O2_0035,rural,76,0,0,0,0,LOX_bulk_tank,0,0,3.7,0,3,5,28,0,0,0,0,1,0,0,not_applicable,2024,4,8,asthma_severe,3,5,0,1,0,280.0,42.0,1,solar,10
263,district_hospital,O2_0171,rural,5,0,0,0,0,cylinder_portable,0,0,8.8,0,2,8,45,0,0,0,0,1,1,0,not_applicable,2021,6,9,neonatal_respiratory,3,6,1,4,0,262.0,1.0,1,none,32
264,district_hospital,O2_0133,peri_urban,18,0,0,1,0,oxygen_concentrator,3,0,1.9,0,5,6,22,0,0,0,0,1,1,0,not_applicable,2022,12,9,surgical_anaesthesia,2,7,1,3,0,220.0,41.0,0,grid_reliable,26
265,district_hospital,O2_0084,peri_urban,52,0,0,0,0,none,0,0,3.1,0,1,6,4,0,1,0,0,0,0,20,PSA_plant_breakdown,2023,10,12,other_hypoxemia,0,12,0,5,0,184.0,47.0,1,grid_unreliable,4
266,district_hospital,O2_0115,rural,73,0,0,0,0,PSA_plant_onsite,0,0,6.1,0,5,5,16,1,1,1,0,0,0,30,cylinder_delivery_delay,2022,4,15,pneumonia_adult,0,15,0,6,4,53.0,102.0,1,solar,6
267,district_hospital,O2_0101,peri_urban,46,0,0,0,0,cylinder_portable,0,0,3.3,1,2,5,10,0,1,1,0,0,0,2,concentrator_malfunction,2024,11,11,asthma_severe,0,11,0,4,4,230.0,149.0,1,grid_reliable,2
268,district_hospital,O2_0157,rural,57,0,0,1,0,cylinder_piped,0,0,1.6,0,2,5,29,0,0,0,0,1,0,0,not_applicable,2021,8,12,pneumonia_child,4,8,0,2,0,266.0,68.0,0,generator_only,14
269,district_hospital,O2_0104,peri_urban,27,0,0,0,0,oxygen_concentrator,3,0,0.1,0,2,6,33,0,1,0,0,1,0,0,not_applicable,2023,12,11,trauma,5,6,0,2,0,211.0,3.0,0,grid_unreliable,30
270,district_hospital,O2_0154,peri_urban,40,0,0,0,0,LOX_bulk_tank,0,0,10.0,0,3,6,4,0,0,0,0,0,0,30,funding_for_refill,2022,6,8,neonatal_respiratory,0,8,0,3,1,90.0,103.0,0,grid_unreliable,3
271,district_hospital,O2_0106,peri_urban,5,0,0,0,0,oxygen_concentrator,3,1,5.1,0,6,4,32,0,0,0,0,0,0,4,concentrator_malfunction,2022,7,14,COPD_exacerbation,0,14,0,6,3,68.0,122.0,0,grid_unreliable,10
272,district_hospital,O2_0107,urban,15,0,0,0,0,cylinder_portable,0,0,5.7,0,2,11,6,0,1,0,0,1,1,0,not_applicable,2024,4,11,heart_failure,6,5,0,4,0,307.0,114.0,0,none,11
273,district_hospital,O2_0091,urban,87,0,0,0,1,cylinder_piped,1,0,13.3,1,4,5,41,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,6,15,COVID19_severe,0,15,0,9,5,180.0,36.0,1,solar,1
274,district_hospital,O2_0168,peri_urban,110,0,0,0,0,cylinder_portable,0,0,11.0,0,2,3,15,0,0,0,0,1,1,0,not_applicable,2023,8,15,COPD_exacerbation,1,14,1,5,0,292.0,48.0,0,grid_unreliable,1
275,district_hospital,O2_0167,rural,8,0,0,0,0,oxygen_concentrator,3,1,0.3,0,2,5,0,0,0,0,0,0,0,2,concentrator_malfunction,2024,3,7,COPD_exacerbation,0,7,0,2,2,81.0,144.0,0,grid_unreliable,57
276,district_hospital,O2_0092,peri_urban,90,0,0,0,0,oxygen_concentrator,3,1,0.5,0,1,7,33,0,0,0,0,0,0,11,concentrator_malfunction,2024,1,10,COVID19_severe,0,10,0,4,3,254.0,31.0,0,generator_only,4
277,district_hospital,O2_0126,peri_urban,103,0,0,0,0,cylinder_portable,4,1,11.4,0,1,6,0,0,1,1,0,1,1,0,not_applicable,2021,10,14,trauma,9,5,0,3,0,240.0,36.0,0,none,13
278,district_hospital,O2_0120,rural,60,0,0,0,0,oxygen_concentrator,1,0,10.6,0,4,5,36,0,0,0,0,1,0,0,not_applicable,2024,8,16,pneumonia_adult,7,9,0,4,0,209.0,152.0,0,none,13
279,district_hospital,O2_0036,rural,105,0,0,0,0,oxygen_concentrator,3,1,14.2,0,3,4,5,0,1,0,0,1,1,0,not_applicable,2022,6,17,surgical_anaesthesia,5,12,1,7,0,95.0,13.0,0,generator_only,38
280,district_hospital,O2_0037,urban,61,0,0,0,0,cylinder_portable,0,0,5.9,0,5,3,56,0,0,0,0,0,0,2,funding_for_refill,2021,10,16,sepsis,0,16,0,7,5,275.0,137.0,0,none,11
281,district_hospital,O2_0087,rural,117,0,0,0,0,cylinder_portable,0,0,0.9,0,2,5,9,0,0,0,0,1,1,0,not_applicable,2022,6,10,neonatal_respiratory,4,6,0,2,0,188.0,28.0,1,none,11
282,district_hospital,O2_0124,peri_urban,44,0,0,0,0,cylinder_portable,4,0,12.2,0,3,3,5,0,0,0,0,1,1,0,not_applicable,2024,12,11,neonatal_respiratory,4,7,0,2,0,256.0,55.0,0,grid_unreliable,7
283,district_hospital,O2_0009,rural,65,0,0,0,0,oxygen_concentrator,1,0,3.1,0,3,6,10,0,1,1,0,1,1,4,cylinder_delivery_delay,2021,6,9,pneumonia_adult,3,6,0,4,0,138.0,32.0,1,solar,1
284,district_hospital,O2_0161,rural,103,1,0,0,0,oxygen_concentrator,5,1,16.1,0,1,3,12,0,0,0,0,1,1,0,not_applicable,2021,12,14,severe_malaria,2,12,1,4,0,239.0,17.0,0,grid_unreliable,36
285,district_hospital,O2_0177,urban,99,0,0,0,0,cylinder_portable,0,0,0.8,1,1,6,11,0,1,1,1,0,0,19,funding_for_refill,2021,3,13,surgical_anaesthesia,0,13,0,7,3,250.0,14.0,0,solar,29
286,district_hospital,O2_0031,peri_urban,134,0,0,0,0,oxygen_concentrator,1,0,1.1,0,4,1,9,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,6,9,neonatal_respiratory,0,9,0,2,2,186.0,8.0,1,solar,3
287,district_hospital,O2_0135,rural,94,0,0,0,0,cylinder_portable,0,0,2.7,0,10,3,8,0,0,0,0,0,0,9,cylinder_delivery_delay,2021,1,9,pneumonia_child,0,9,0,5,0,234.0,13.0,0,none,6
288,district_hospital,O2_0038,rural,39,0,0,0,0,oxygen_concentrator,1,0,1.1,0,3,4,0,0,0,0,0,0,0,1,concentrator_malfunction,2021,5,8,pneumonia_adult,0,8,0,4,2,293.0,11.0,0,generator_only,12
289,district_hospital,O2_0027,rural,83,0,0,0,0,oxygen_concentrator,1,0,0.5,1,3,4,8,0,1,0,0,1,1,0,not_applicable,2023,4,14,asthma_severe,5,9,0,5,0,177.0,101.0,0,generator_only,9
290,district_hospital,O2_0060,rural,38,0,0,0,0,oxygen_concentrator,0,0,13.3,0,7,2,29,0,0,0,0,1,1,0,not_applicable,2021,3,16,COVID19_severe,3,13,1,7,0,250.0,56.0,1,grid_unreliable,1
291,district_hospital,O2_0082,urban,49,0,0,0,0,none,0,0,1.7,0,0,1,17,0,1,0,0,1,1,0,not_applicable,2024,4,15,neonatal_respiratory,4,11,0,5,0,86.0,7.0,1,grid_reliable,0
292,district_hospital,O2_0151,rural,47,0,0,0,0,cylinder_portable,0,0,4.1,0,3,1,3,0,0,0,0,1,1,0,not_applicable,2023,2,11,COVID19_severe,3,8,0,5,0,176.0,58.0,1,none,4
293,district_hospital,O2_0165,rural,87,0,0,0,0,cylinder_piped,0,0,9.5,0,1,0,76,0,0,0,0,1,0,0,not_applicable,2023,4,13,pneumonia_child,2,11,1,4,0,263.0,48.0,0,none,3
294,district_hospital,O2_0067,rural,127,0,0,0,0,cylinder_portable,2,1,3.9,0,6,4,39,0,0,0,0,0,0,21,supplier_stockout,2024,6,5,pneumonia_adult,0,5,0,3,1,149.0,15.0,1,grid_unreliable,34
295,district_hospital,O2_0033,rural,155,0,0,0,0,none,0,0,2.8,0,3,4,2,0,0,0,0,1,1,1,power_outage,2022,12,8,pneumonia_child,3,5,1,3,0,286.0,100.0,0,none,10
296,district_hospital,O2_0087,rural,35,0,0,0,0,oxygen_concentrator,4,1,8.7,1,3,5,10,0,0,0,0,1,1,0,not_applicable,2023,3,15,neonatal_respiratory,6,9,0,5,0,126.0,50.0,0,solar,23
297,district_hospital,O2_0033,peri_urban,78,1,0,0,0,cylinder_piped,0,0,6.2,0,5,4,3,0,1,0,0,0,0,10,no_oxygen_source,2024,8,11,pneumonia_adult,0,11,0,5,5,241.0,56.0,1,generator_only,12
298,district_hospital,O2_0018,urban,115,0,0,0,0,cylinder_portable,0,0,2.7,0,2,2,64,0,1,0,0,1,0,3,supplier_stockout,2024,8,16,surgical_anaesthesia,4,12,0,10,0,179.0,44.0,0,grid_unreliable,1
299,district_hospital,O2_0120,rural,170,0,0,0,0,cylinder_portable,0,0,2.5,0,3,2,4,0,0,0,0,1,1,0,not_applicable,2023,4,10,pneumonia_adult,5,5,1,2,0,263.0,32.0,1,generator_only,10
300,district_hospital,O2_0003,rural,56,0,0,0,0,cylinder_portable,0,0,16.5,0,4,7,18,0,1,0,0,0,0,7,supplier_stockout,2024,9,12,severe_malaria,0,12,0,4,4,141.0,81.0,1,none,7
301,district_hospital,O2_0015,peri_urban,7,0,0,0,0,oxygen_concentrator,2,0,6.4,0,1,8,2,0,1,1,0,0,0,7,concentrator_malfunction,2022,9,12,COVID19_severe,0,12,0,8,11,296.0,90.0,1,none,9
302,district_hospital,O2_0172,urban,9,0,1,0,0,cylinder_portable,0,0,2.3,0,6,1,18,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,3,9,other_hypoxemia,0,9,0,2,4,116.0,20.0,1,solar,48
303,district_hospital,O2_0179,peri_urban,5,0,0,0,0,none,0,0,34.6,0,6,7,22,0,0,0,0,0,0,13,regulator_valve_failure,2022,10,14,COPD_exacerbation,0,14,0,5,1,166.0,62.0,1,grid_unreliable,11
304,district_hospital,O2_0101,rural,132,0,0,0,0,cylinder_portable,2,0,5.5,0,1,5,5,0,1,1,1,1,1,0,not_applicable,2023,6,9,pneumonia_adult,4,5,1,1,0,134.0,194.0,0,none,17
305,district_hospital,O2_0100,peri_urban,62,0,0,0,0,cylinder_portable,0,0,4.1,1,2,5,85,0,1,1,1,0,0,30,power_outage,2022,11,9,neonatal_respiratory,0,9,0,1,3,54.0,13.0,0,grid_unreliable,25
306,district_hospital,O2_0118,rural,65,0,0,0,0,cylinder_piped,0,0,1.7,1,2,4,60,0,0,0,0,1,1,0,not_applicable,2024,3,13,sepsis,5,8,0,2,0,307.0,93.0,0,grid_unreliable,25
307,district_hospital,O2_0112,rural,118,0,0,0,0,LOX_bulk_tank,0,0,11.6,0,1,7,9,0,0,0,0,0,0,10,PSA_plant_breakdown,2022,3,12,neonatal_respiratory,0,12,0,3,6,107.0,4.0,0,grid_unreliable,43
308,district_hospital,O2_0038,rural,11,0,0,1,0,cylinder_piped,0,0,2.8,0,3,4,3,0,0,0,0,1,0,0,not_applicable,2022,8,10,asthma_severe,4,6,0,4,0,279.0,8.0,1,solar,20
309,district_hospital,O2_0011,peri_urban,95,0,0,0,0,LOX_bulk_tank,0,0,4.1,0,3,2,24,0,1,0,0,1,1,0,not_applicable,2024,2,9,COVID19_severe,6,3,1,1,0,289.0,19.0,0,none,18
310,district_hospital,O2_0109,peri_urban,27,0,0,0,0,PSA_plant_onsite,1,0,0.6,1,2,3,68,0,0,0,0,0,0,19,empty_cylinders_not_collected,2023,5,10,pneumonia_child,0,10,0,6,2,122.0,6.0,1,grid_unreliable,21
311,district_hospital,O2_0063,rural,94,0,0,0,0,oxygen_concentrator,0,0,4.4,0,3,4,51,0,0,0,0,0,0,1,power_outage,2024,12,16,COVID19_severe,0,16,0,8,5,252.0,1.0,1,none,0
312,district_hospital,O2_0044,rural,103,1,0,0,0,cylinder_piped,0,0,0.4,0,2,1,42,0,1,1,1,0,0,5,piping_system_leak,2023,1,12,pneumonia_child,0,12,0,8,1,175.0,107.0,1,generator_only,33
313,district_hospital,O2_0022,peri_urban,98,0,0,0,0,cylinder_portable,0,0,0.2,0,1,5,19,0,0,0,0,1,0,0,not_applicable,2022,12,12,neonatal_respiratory,6,6,0,3,0,33.0,47.0,0,grid_unreliable,8
314,district_hospital,O2_0170,urban,82,0,0,0,0,cylinder_portable,0,0,5.2,1,1,5,34,0,0,0,0,1,1,13,cylinder_delivery_delay,2024,5,12,severe_malaria,2,10,0,7,0,372.0,38.0,0,grid_reliable,3
315,district_hospital,O2_0002,rural,116,0,0,0,0,oxygen_concentrator,2,0,2.8,0,3,5,12,0,0,0,0,0,0,21,concentrator_malfunction,2023,3,15,pneumonia_child,0,15,0,6,7,366.0,13.0,0,none,8
316,district_hospital,O2_0059,rural,5,0,0,0,0,cylinder_portable,0,0,5.2,0,3,3,37,0,1,1,1,0,0,30,regulator_valve_failure,2023,5,14,pneumonia_child,0,14,0,3,3,155.0,163.0,0,grid_unreliable,19
317,district_hospital,O2_0024,urban,30,0,0,0,0,cylinder_portable,0,0,8.5,0,4,3,25,0,0,0,0,1,1,0,not_applicable,2022,6,15,pneumonia_adult,6,9,0,5,0,224.0,44.0,0,generator_only,4
318,district_hospital,O2_0192,urban,92,0,0,0,0,none,0,0,0.0,0,5,3,3,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,8,16,pneumonia_child,0,16,0,6,5,151.0,61.0,0,generator_only,6
319,district_hospital,O2_0099,peri_urban,43,0,0,0,0,oxygen_concentrator,1,0,0.4,0,3,6,5,0,0,0,0,1,0,0,not_applicable,2022,2,6,COVID19_severe,2,4,0,2,0,131.0,22.0,1,grid_unreliable,16
320,district_hospital,O2_0095,peri_urban,113,0,0,0,0,cylinder_piped,0,0,5.4,0,5,4,7,0,0,0,0,0,0,2,concentrator_malfunction,2021,4,12,surgical_anaesthesia,0,12,0,6,7,166.0,58.0,0,solar,11
321,district_hospital,O2_0171,rural,65,0,0,0,0,oxygen_concentrator,3,2,4.5,0,2,8,7,0,0,0,0,0,0,4,PSA_plant_breakdown,2024,6,10,other_hypoxemia,0,10,0,4,0,273.0,1.0,0,generator_only,32
322,district_hospital,O2_0129,peri_urban,9,0,0,0,0,oxygen_concentrator,1,0,2.2,0,3,7,3,0,1,0,0,1,0,0,not_applicable,2024,7,8,neonatal_respiratory,4,4,1,2,0,344.0,20.0,0,grid_unreliable,0
323,district_hospital,O2_0192,urban,24,0,0,0,0,oxygen_concentrator,3,1,19.0,0,5,3,3,0,0,0,0,1,1,0,not_applicable,2022,2,9,surgical_anaesthesia,4,5,1,2,0,131.0,1.0,0,grid_reliable,2
324,district_hospital,O2_0082,rural,32,0,0,0,0,cylinder_portable,0,0,5.8,0,3,3,61,0,1,0,0,1,0,4,cylinder_delivery_delay,2024,11,15,neonatal_respiratory,6,9,0,5,0,259.0,24.0,0,generator_only,0
325,district_hospital,O2_0023,peri_urban,52,0,0,0,1,cylinder_piped,1,0,9.3,1,2,6,11,0,1,0,0,1,1,0,not_applicable,2024,2,14,pneumonia_child,6,8,1,6,0,131.0,291.0,1,solar,36
326,district_hospital,O2_0092,peri_urban,88,0,0,0,0,cylinder_piped,1,0,3.8,0,3,2,3,0,1,1,0,1,1,0,not_applicable,2023,1,11,pneumonia_adult,4,7,0,3,0,145.0,6.0,0,solar,16
327,district_hospital,O2_0198,peri_urban,54,0,1,0,0,cylinder_piped,0,0,5.1,0,3,2,5,0,1,1,0,1,1,0,not_applicable,2022,2,14,pneumonia_child,9,5,1,3,0,151.0,148.0,1,grid_unreliable,75
328,district_hospital,O2_0114,rural,16,0,0,0,0,oxygen_concentrator,3,0,7.7,0,4,1,36,0,1,0,0,1,0,0,not_applicable,2024,6,10,COVID19_severe,5,5,1,1,0,65.0,10.0,0,grid_reliable,3
329,district_hospital,O2_0122,rural,84,0,0,0,0,oxygen_concentrator,2,0,8.0,0,4,3,7,0,0,0,0,0,0,6,PSA_plant_breakdown,2023,8,8,trauma,0,8,0,5,4,177.0,6.0,1,grid_unreliable,1
330,district_hospital,O2_0065,rural,164,0,0,0,0,oxygen_concentrator,2,0,4.7,0,1,4,12,0,0,0,0,1,0,0,not_applicable,2024,5,12,heart_failure,4,8,0,3,0,282.0,83.0,0,none,6
331,district_hospital,O2_0164,rural,142,0,0,0,0,cylinder_piped,0,0,3.6,0,2,1,6,0,0,0,0,1,1,2,cylinder_delivery_delay,2021,6,18,pneumonia_child,3,15,0,7,0,356.0,49.0,0,none,41
332,district_hospital,O2_0008,rural,23,0,0,0,0,oxygen_concentrator,1,0,7.8,0,5,4,6,0,0,0,0,1,1,0,not_applicable,2023,8,15,other_hypoxemia,5,10,0,4,0,200.0,67.0,0,grid_unreliable,6
333,district_hospital,O2_0153,rural,5,0,0,0,0,cylinder_piped,2,1,2.4,0,5,2,0,0,1,1,0,0,0,3,power_outage,2022,11,12,sepsis,0,12,0,8,1,75.0,44.0,0,grid_unreliable,28
334,district_hospital,O2_0093,peri_urban,49,0,0,0,0,oxygen_concentrator,2,0,13.1,0,0,4,61,0,0,0,0,0,0,11,no_oxygen_source,2023,10,11,pneumonia_child,0,11,0,2,5,258.0,7.0,1,solar,12
335,district_hospital,O2_0105,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,3.0,0,4,3,3,0,1,0,0,1,0,1,concentrator_malfunction,2023,4,16,COVID19_severe,6,10,0,4,0,185.0,187.0,0,none,30
336,district_hospital,O2_0160,peri_urban,65,0,0,0,0,cylinder_portable,0,0,5.2,0,3,5,10,0,0,0,0,0,0,15,cylinder_delivery_delay,2023,5,9,pneumonia_child,0,9,0,3,0,187.0,45.0,0,none,5
337,district_hospital,O2_0102,urban,56,1,0,0,0,PSA_plant_onsite,0,0,6.0,1,3,4,40,0,1,0,0,0,0,5,power_outage,2024,11,10,neonatal_respiratory,0,10,0,1,0,77.0,91.0,0,none,10
338,district_hospital,O2_0190,rural,53,0,0,0,1,oxygen_concentrator,1,0,7.6,1,7,4,43,0,1,1,0,1,0,1,cylinder_delivery_delay,2024,7,9,COVID19_severe,4,5,0,2,0,139.0,85.0,1,grid_unreliable,26
339,district_hospital,O2_0005,urban,105,0,0,0,0,cylinder_portable,0,0,0.9,0,7,2,7,0,1,1,0,1,1,0,not_applicable,2022,9,14,pneumonia_child,5,9,1,5,0,255.0,98.0,1,solar,43
340,district_hospital,O2_0086,peri_urban,14,0,1,0,0,oxygen_concentrator,6,2,3.9,0,1,3,15,0,1,0,0,1,1,0,not_applicable,2022,11,15,pneumonia_adult,5,10,0,4,0,29.0,58.0,1,none,28
341,district_hospital,O2_0032,peri_urban,5,0,0,0,0,none,0,0,5.5,0,3,3,23,0,0,0,0,1,1,0,not_applicable,2021,7,17,COPD_exacerbation,7,10,1,5,0,84.0,79.0,1,none,7
342,district_hospital,O2_0008,urban,48,0,0,0,0,oxygen_concentrator,2,0,0.7,0,5,2,13,0,0,0,0,1,1,0,not_applicable,2024,6,16,severe_malaria,4,12,1,5,0,175.0,83.0,0,grid_unreliable,12
343,district_hospital,O2_0184,urban,39,0,0,0,0,oxygen_concentrator,3,0,2.7,0,5,3,31,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,3,13,surgical_anaesthesia,0,13,0,8,3,176.0,26.0,0,grid_unreliable,25
344,district_hospital,O2_0137,rural,5,0,0,0,0,cylinder_portable,2,1,3.0,1,2,4,19,0,1,1,0,0,0,6,no_oxygen_source,2023,2,10,neonatal_respiratory,0,10,0,5,3,184.0,38.0,0,none,17
345,district_hospital,O2_0041,urban,35,0,0,0,0,oxygen_concentrator,3,1,4.9,0,2,8,5,0,0,0,0,1,0,0,not_applicable,2023,7,14,asthma_severe,7,7,1,5,0,265.0,5.0,0,grid_unreliable,0
346,district_hospital,O2_0036,rural,66,0,0,0,0,oxygen_concentrator,3,1,3.2,0,2,4,20,0,0,0,0,0,0,3,funding_for_refill,2022,4,13,asthma_severe,0,13,0,8,0,276.0,42.0,0,generator_only,28
347,district_hospital,O2_0049,urban,11,0,1,0,0,oxygen_concentrator,2,1,0.1,0,1,2,2,0,1,1,0,1,1,0,not_applicable,2021,7,15,COPD_exacerbation,7,8,1,2,0,275.0,190.0,1,solar,3
348,district_hospital,O2_0024,peri_urban,17,0,0,0,0,cylinder_portable,0,0,9.7,1,7,7,71,0,0,0,0,1,1,0,not_applicable,2023,8,12,pneumonia_child,6,6,0,5,0,153.0,4.0,0,generator_only,24
349,district_hospital,O2_0188,peri_urban,83,0,0,0,0,oxygen_concentrator,3,1,3.7,0,3,2,41,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,4,11,pneumonia_adult,0,11,0,6,0,210.0,3.0,1,grid_unreliable,27
350,district_hospital,O2_0025,rural,29,0,0,1,1,oxygen_concentrator,2,0,4.3,1,5,5,53,0,1,0,0,1,1,0,not_applicable,2021,4,11,surgical_anaesthesia,3,8,0,3,0,203.0,26.0,1,generator_only,18
351,district_hospital,O2_0001,rural,122,0,0,0,0,cylinder_piped,0,0,1.8,0,3,6,8,0,0,0,0,0,0,3,supplier_stockout,2022,8,11,asthma_severe,0,11,0,5,2,153.0,58.0,0,grid_unreliable,4
352,district_hospital,O2_0168,peri_urban,42,0,0,0,0,cylinder_portable,4,1,2.1,0,4,3,7,0,0,0,0,1,1,15,cylinder_delivery_delay,2024,3,13,COVID19_severe,4,9,0,5,0,203.0,104.0,0,solar,21
353,district_hospital,O2_0191,peri_urban,109,0,0,0,0,cylinder_piped,0,0,2.7,0,5,1,57,0,0,0,0,1,0,0,not_applicable,2024,5,13,neonatal_respiratory,5,8,1,6,0,291.0,139.0,0,none,8
354,district_hospital,O2_0151,rural,18,0,0,0,1,cylinder_piped,5,2,16.3,1,3,4,14,0,0,0,0,1,1,0,not_applicable,2023,6,9,severe_malaria,5,4,0,1,0,225.0,24.0,0,none,56
355,district_hospital,O2_0079,rural,107,0,0,0,0,oxygen_concentrator,1,0,4.9,0,4,6,19,0,0,0,0,0,0,14,demand_surge,2022,8,12,surgical_anaesthesia,0,12,0,7,2,224.0,30.0,1,grid_unreliable,12
356,district_hospital,O2_0096,rural,68,0,0,0,0,oxygen_concentrator,1,0,2.2,0,8,3,12,0,0,0,0,1,1,0,not_applicable,2022,12,14,pneumonia_child,9,5,0,1,0,0.0,63.0,1,grid_unreliable,13
357,district_hospital,O2_0009,rural,49,0,0,0,0,cylinder_portable,0,0,14.4,0,5,3,11,0,1,0,0,1,1,0,not_applicable,2023,4,19,severe_malaria,9,10,1,6,0,244.0,51.0,0,solar,15
358,district_hospital,O2_0092,rural,59,0,0,0,0,cylinder_portable,0,0,5.4,0,6,10,13,0,0,0,0,0,0,30,funding_for_refill,2024,8,9,COVID19_severe,0,9,0,3,0,177.0,90.0,0,grid_reliable,6
359,district_hospital,O2_0150,rural,97,0,0,0,0,cylinder_portable,0,0,0.8,0,5,7,3,0,0,0,0,1,1,0,not_applicable,2023,11,6,neonatal_respiratory,3,3,0,2,0,307.0,2.0,0,grid_unreliable,24
360,district_hospital,O2_0047,peri_urban,5,1,0,0,0,none,0,0,2.6,0,3,1,5,0,1,0,0,1,1,0,not_applicable,2023,12,11,COPD_exacerbation,8,3,1,2,0,279.0,0.0,0,grid_unreliable,27
361,district_hospital,O2_0194,rural,92,0,0,0,0,cylinder_portable,0,0,8.4,0,6,4,52,0,0,0,0,1,1,7,concentrator_malfunction,2024,7,11,asthma_severe,4,7,0,2,0,295.0,6.0,0,none,12
362,district_hospital,O2_0067,peri_urban,25,0,0,0,0,oxygen_concentrator,0,0,1.6,0,2,7,11,0,0,0,0,1,1,0,not_applicable,2022,8,9,pneumonia_child,3,6,1,1,0,164.0,72.0,1,grid_unreliable,36
363,district_hospital,O2_0144,peri_urban,69,0,0,1,0,none,0,0,0.0,0,3,2,7,0,1,1,0,0,0,13,funding_for_refill,2024,4,17,neonatal_respiratory,0,17,0,11,11,261.0,35.0,1,solar,31
364,district_hospital,O2_0017,rural,81,0,0,1,0,cylinder_piped,0,0,2.7,1,5,2,35,0,1,1,0,0,0,4,demand_surge,2022,6,13,heart_failure,0,13,0,5,3,295.0,124.0,1,generator_only,83
365,district_hospital,O2_0053,peri_urban,36,0,0,0,0,oxygen_concentrator,1,0,3.9,0,2,5,35,0,1,1,0,1,0,0,not_applicable,2023,9,14,sepsis,6,8,0,5,0,314.0,17.0,1,generator_only,10
366,district_hospital,O2_0172,rural,36,0,0,0,0,oxygen_concentrator,2,1,0.5,1,4,7,69,0,1,1,0,0,0,27,demand_surge,2022,8,9,sepsis,0,9,0,2,1,46.0,108.0,0,solar,24
367,district_hospital,O2_0091,rural,51,0,0,0,0,cylinder_piped,0,0,1.8,1,2,7,1,0,1,1,0,1,0,0,not_applicable,2022,1,17,COVID19_severe,7,10,1,2,0,239.0,23.0,1,grid_unreliable,28
368,district_hospital,O2_0109,rural,73,0,0,0,0,none,0,0,1.9,0,3,4,26,0,1,0,0,1,1,0,not_applicable,2024,8,10,heart_failure,3,7,1,4,0,174.0,31.0,0,none,47
369,district_hospital,O2_0121,rural,52,0,0,0,0,cylinder_portable,0,0,4.8,0,7,4,17,0,0,0,0,1,1,0,not_applicable,2023,10,15,surgical_anaesthesia,4,11,1,2,0,139.0,37.0,1,solar,5
370,district_hospital,O2_0119,peri_urban,57,0,0,0,0,oxygen_concentrator,4,1,0.3,0,2,5,3,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,7,12,COVID19_severe,4,8,0,2,0,143.0,49.0,1,solar,21
371,district_hospital,O2_0061,rural,88,0,0,0,0,cylinder_portable,0,0,7.7,1,4,6,12,0,1,1,0,0,0,9,cylinder_delivery_delay,2023,10,18,heart_failure,0,18,0,5,4,87.0,4.0,1,none,2
372,district_hospital,O2_0048,rural,73,0,0,0,0,cylinder_piped,0,0,1.8,0,5,8,14,0,0,0,0,1,1,0,not_applicable,2024,9,18,neonatal_respiratory,7,11,1,5,0,203.0,35.0,0,grid_unreliable,3
373,district_hospital,O2_0181,urban,78,0,0,0,0,cylinder_piped,0,0,12.9,1,3,4,1,0,0,0,0,0,0,2,power_outage,2024,10,16,severe_malaria,0,16,0,7,2,288.0,79.0,1,solar,6
374,district_hospital,O2_0038,rural,116,0,1,0,1,none,0,0,5.1,1,0,4,37,0,1,0,0,1,0,0,not_applicable,2024,1,16,COPD_exacerbation,6,10,0,5,0,272.0,43.0,0,grid_unreliable,13
375,district_hospital,O2_0028,urban,93,0,0,1,0,oxygen_concentrator,1,0,19.4,0,5,4,6,0,1,1,0,1,1,0,not_applicable,2023,1,13,heart_failure,5,8,0,2,0,187.0,1.0,0,grid_reliable,1
376,district_hospital,O2_0151,rural,83,0,0,0,0,oxygen_concentrator,2,1,2.2,1,3,4,12,0,0,0,0,1,1,0,not_applicable,2023,10,15,trauma,3,12,0,7,0,194.0,4.0,1,solar,15
377,district_hospital,O2_0153,peri_urban,75,0,0,0,0,none,1,0,1.8,0,4,0,12,0,0,0,0,1,0,0,not_applicable,2023,10,10,neonatal_respiratory,5,5,1,4,0,253.0,3.0,1,grid_reliable,31
378,district_hospital,O2_0067,rural,73,0,0,0,0,cylinder_portable,0,0,2.6,1,5,10,0,0,1,0,0,0,0,6,cylinder_delivery_delay,2022,7,16,pneumonia_child,0,16,0,6,1,342.0,14.0,1,none,8
379,district_hospital,O2_0066,urban,80,0,0,0,0,oxygen_concentrator,1,0,1.8,0,5,5,8,0,1,0,0,1,1,0,not_applicable,2023,6,16,COVID19_severe,8,8,0,2,0,163.0,71.0,0,none,9
380,district_hospital,O2_0188,rural,135,0,0,0,0,oxygen_concentrator,3,1,4.7,0,1,1,6,0,1,0,0,0,0,7,power_outage,2024,7,13,neonatal_respiratory,0,13,0,6,4,217.0,18.0,0,grid_unreliable,52
381,district_hospital,O2_0024,peri_urban,115,0,0,0,0,none,0,0,3.6,0,3,1,6,0,0,0,0,1,1,0,not_applicable,2022,3,18,COVID19_severe,6,12,0,5,0,165.0,23.0,0,grid_unreliable,25
382,district_hospital,O2_0115,rural,88,0,0,0,0,LOX_bulk_tank,0,0,7.1,0,1,5,1,0,0,0,0,1,0,0,not_applicable,2022,6,19,other_hypoxemia,6,13,1,6,0,181.0,27.0,1,solar,8
383,district_hospital,O2_0159,peri_urban,34,0,0,0,0,cylinder_portable,3,0,0.3,0,1,7,0,0,0,0,0,1,1,2,concentrator_malfunction,2022,2,13,sepsis,7,6,1,3,0,106.0,21.0,0,none,6
384,district_hospital,O2_0199,rural,23,0,0,0,0,cylinder_portable,0,0,1.3,0,2,5,8,0,1,0,0,1,0,0,not_applicable,2024,9,9,pneumonia_child,5,4,0,2,0,152.0,8.0,0,none,7
385,district_hospital,O2_0071,rural,35,0,0,0,0,cylinder_portable,2,1,5.8,0,1,4,1,0,0,0,0,1,1,1,funding_for_refill,2021,12,14,asthma_severe,4,10,0,6,0,89.0,181.0,1,none,9
386,district_hospital,O2_0070,urban,73,0,0,0,0,oxygen_concentrator,3,2,3.5,1,2,4,12,0,0,0,0,1,1,0,not_applicable,2022,3,15,COVID19_severe,7,8,0,2,0,126.0,70.0,1,grid_reliable,5
387,district_hospital,O2_0174,peri_urban,38,0,0,0,0,PSA_plant_onsite,0,0,5.0,1,4,6,24,1,1,0,0,0,0,13,cylinder_delivery_delay,2023,4,14,trauma,0,14,0,6,2,191.0,116.0,0,none,15
388,district_hospital,O2_0172,peri_urban,59,0,0,0,0,oxygen_concentrator,1,0,2.5,0,3,2,32,0,1,0,0,0,0,5,supplier_stockout,2024,4,9,neonatal_respiratory,0,9,0,3,1,169.0,132.0,1,grid_unreliable,8
389,district_hospital,O2_0066,rural,12,0,0,0,0,cylinder_piped,0,0,10.2,1,3,4,44,0,0,0,0,0,0,5,no_oxygen_source,2022,2,11,COVID19_severe,0,11,0,8,5,263.0,57.0,0,grid_unreliable,32
390,district_hospital,O2_0184,peri_urban,5,0,0,0,0,none,3,0,2.5,0,2,3,2,0,1,1,0,0,0,13,power_outage,2023,5,10,pneumonia_child,0,10,0,4,5,135.0,173.0,1,grid_unreliable,35
391,district_hospital,O2_0062,rural,110,0,0,0,0,oxygen_concentrator,3,0,2.7,0,6,2,39,0,0,0,0,1,1,0,not_applicable,2023,2,13,surgical_anaesthesia,7,6,0,2,0,197.0,24.0,0,grid_unreliable,20
392,district_hospital,O2_0071,peri_urban,84,0,0,0,0,oxygen_concentrator,1,0,7.4,0,4,6,8,0,0,0,0,0,0,27,cylinder_delivery_delay,2021,7,21,sepsis,0,21,0,10,4,306.0,23.0,0,generator_only,7
393,district_hospital,O2_0071,peri_urban,122,0,0,0,0,none,2,1,5.8,0,3,3,27,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,1,14,neonatal_respiratory,0,14,0,5,2,225.0,69.0,0,grid_unreliable,7
394,district_hospital,O2_0188,rural,48,0,0,1,0,cylinder_portable,0,0,0.5,0,3,2,19,0,0,0,0,0,0,15,empty_cylinders_not_collected,2023,3,14,COPD_exacerbation,0,14,0,6,3,155.0,44.0,1,none,2
395,district_hospital,O2_0156,rural,116,0,0,0,0,oxygen_concentrator,0,0,9.0,0,7,6,19,0,0,0,0,1,1,0,not_applicable,2021,7,14,pneumonia_child,7,7,1,2,0,123.0,25.0,1,none,4
396,district_hospital,O2_0177,peri_urban,49,0,0,0,1,cylinder_portable,4,2,9.0,1,2,6,63,0,0,0,0,0,0,21,cylinder_delivery_delay,2024,2,9,heart_failure,0,9,0,6,6,240.0,16.0,1,solar,17
397,district_hospital,O2_0184,peri_urban,37,0,0,0,0,cylinder_portable,0,0,1.6,0,4,5,0,0,0,0,0,1,1,0,not_applicable,2022,10,12,neonatal_respiratory,5,7,0,3,0,243.0,58.0,1,solar,3
398,district_hospital,O2_0091,rural,85,0,0,0,1,cylinder_portable,0,0,1.3,1,1,7,8,0,0,0,0,1,0,5,funding_for_refill,2023,6,16,pneumonia_child,5,11,0,5,0,95.0,96.0,1,none,23
399,district_hospital,O2_0066,urban,88,0,0,0,0,oxygen_concentrator,4,0,5.7,0,1,6,9,0,1,0,0,1,1,7,concentrator_malfunction,2022,6,15,other_hypoxemia,7,8,0,2,0,69.0,207.0,0,grid_unreliable,10
400,district_hospital,O2_0183,urban,138,0,0,0,0,none,7,3,5.7,0,3,4,30,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,8,12,neonatal_respiratory,0,12,0,7,2,139.0,0.0,0,grid_unreliable,12
401,district_hospital,O2_0089,rural,65,0,0,0,0,cylinder_portable,0,0,3.0,0,0,5,2,0,0,0,0,1,1,0,not_applicable,2021,6,20,pneumonia_child,7,13,0,7,0,222.0,69.0,0,grid_unreliable,9
402,district_hospital,O2_0148,peri_urban,54,0,0,0,0,oxygen_concentrator,1,0,20.2,0,2,7,4,0,0,0,0,1,1,0,not_applicable,2023,3,12,COPD_exacerbation,5,7,1,6,0,191.0,20.0,0,grid_reliable,16
403,district_hospital,O2_0172,rural,37,0,0,0,0,oxygen_concentrator,4,1,6.3,0,1,6,21,0,1,0,0,1,1,0,not_applicable,2024,2,16,neonatal_respiratory,6,10,0,3,0,266.0,62.0,1,none,10
404,district_hospital,O2_0152,peri_urban,98,0,0,0,0,cylinder_portable,0,0,9.1,0,7,3,36,0,1,0,0,1,1,2,concentrator_malfunction,2022,3,14,pneumonia_child,8,6,1,1,0,127.0,305.0,0,none,14
405,district_hospital,O2_0187,peri_urban,63,0,0,0,0,oxygen_concentrator,0,0,10.6,0,1,5,16,0,1,1,0,0,0,30,demand_surge,2023,7,18,neonatal_respiratory,0,18,0,12,5,179.0,42.0,0,none,3
406,district_hospital,O2_0144,peri_urban,38,0,0,0,0,cylinder_portable,0,0,0.6,0,3,3,9,0,1,1,1,1,1,0,not_applicable,2023,5,16,asthma_severe,6,10,0,3,0,89.0,82.0,1,grid_reliable,1
407,district_hospital,O2_0075,rural,53,0,0,0,0,LOX_bulk_tank,0,0,8.3,0,6,1,4,0,0,0,0,0,0,6,PSA_plant_breakdown,2021,8,12,COVID19_severe,0,12,0,4,0,128.0,27.0,0,grid_unreliable,5
408,district_hospital,O2_0144,peri_urban,24,0,0,1,0,cylinder_piped,0,0,0.0,0,5,7,61,0,1,0,0,1,1,0,not_applicable,2021,7,16,pneumonia_child,9,7,0,5,0,102.0,0.0,1,grid_unreliable,1
409,district_hospital,O2_0192,peri_urban,107,0,0,0,0,oxygen_concentrator,1,0,8.3,0,3,8,46,0,1,1,1,0,0,12,cylinder_delivery_delay,2024,1,15,COVID19_severe,0,15,0,8,2,110.0,40.0,1,generator_only,13
410,district_hospital,O2_0145,peri_urban,55,0,0,0,0,oxygen_concentrator,1,0,2.8,0,10,7,7,0,1,0,0,0,0,11,cylinder_delivery_delay,2021,4,9,sepsis,0,9,0,5,4,296.0,2.0,0,generator_only,1
411,district_hospital,O2_0047,rural,95,1,0,1,0,cylinder_portable,0,0,1.8,1,4,5,31,0,0,0,0,1,1,0,not_applicable,2023,7,11,neonatal_respiratory,4,7,0,4,0,218.0,43.0,1,grid_unreliable,2
412,district_hospital,O2_0004,rural,5,0,0,0,0,oxygen_concentrator,2,1,3.4,0,2,6,26,0,0,0,0,1,1,0,not_applicable,2024,5,12,surgical_anaesthesia,4,8,0,4,0,155.0,59.0,0,grid_unreliable,3
413,district_hospital,O2_0083,rural,124,0,0,0,0,oxygen_concentrator,0,0,0.3,0,3,5,45,0,1,0,0,1,1,0,not_applicable,2021,12,7,surgical_anaesthesia,0,7,0,2,0,170.0,11.0,0,none,15
414,district_hospital,O2_0042,peri_urban,63,0,0,0,0,cylinder_portable,0,0,9.1,0,3,9,14,0,0,0,0,0,0,18,regulator_valve_failure,2023,11,11,pneumonia_child,0,11,0,5,2,257.0,35.0,0,none,10
415,district_hospital,O2_0073,urban,55,0,0,0,0,oxygen_concentrator,1,0,0.5,0,3,6,24,0,0,0,0,1,1,1,power_outage,2022,11,10,COPD_exacerbation,4,6,1,1,0,14.0,62.0,1,none,18
416,district_hospital,O2_0033,peri_urban,23,0,0,0,0,cylinder_portable,0,0,10.4,1,2,0,23,0,0,0,0,1,1,0,not_applicable,2023,6,8,sepsis,4,4,0,2,0,226.0,9.0,0,grid_unreliable,0
417,district_hospital,O2_0189,peri_urban,55,0,0,1,0,none,6,3,2.5,0,2,3,7,0,0,0,0,1,0,0,not_applicable,2021,1,16,neonatal_respiratory,10,6,0,2,0,306.0,25.0,0,solar,29
418,district_hospital,O2_0009,peri_urban,38,0,1,0,0,cylinder_piped,0,0,0.1,0,0,5,25,0,0,0,0,1,1,0,not_applicable,2023,9,10,neonatal_respiratory,7,3,0,1,0,218.0,49.0,0,grid_reliable,25
419,district_hospital,O2_0009,peri_urban,59,0,0,0,0,cylinder_piped,0,0,1.7,0,5,7,51,0,0,0,0,0,0,5,no_oxygen_source,2024,5,9,surgical_anaesthesia,0,9,0,3,3,240.0,7.0,0,grid_unreliable,3
420,district_hospital,O2_0118,rural,92,0,0,0,0,oxygen_concentrator,2,1,3.5,0,3,3,3,0,1,0,0,1,1,0,not_applicable,2023,3,18,asthma_severe,10,8,1,4,0,229.0,88.0,1,none,22
421,district_hospital,O2_0066,rural,29,0,0,0,0,oxygen_concentrator,1,0,6.0,0,2,5,22,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,12,14,pneumonia_child,0,14,0,12,2,263.0,2.0,0,none,22
422,district_hospital,O2_0184,peri_urban,27,0,0,1,0,cylinder_piped,0,0,9.4,1,4,6,38,0,0,0,0,1,0,9,power_outage,2021,6,14,sepsis,4,10,0,5,0,289.0,23.0,0,grid_unreliable,74
423,district_hospital,O2_0099,peri_urban,42,1,0,0,1,cylinder_portable,0,0,2.3,1,4,5,4,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,8,11,COVID19_severe,0,11,0,2,3,231.0,44.0,1,none,0
424,district_hospital,O2_0155,rural,65,0,0,0,0,oxygen_concentrator,1,0,3.9,0,3,2,6,0,1,1,0,1,1,0,not_applicable,2023,10,17,surgical_anaesthesia,7,10,1,4,0,123.0,13.0,0,none,8
425,district_hospital,O2_0027,urban,69,0,0,0,0,none,0,0,2.8,0,4,2,5,0,1,0,0,0,0,9,funding_for_refill,2024,2,21,pneumonia_child,0,21,0,7,4,306.0,16.0,0,solar,12
426,district_hospital,O2_0182,rural,120,0,0,0,0,none,0,0,13.1,0,2,6,20,0,0,0,0,1,0,0,not_applicable,2022,10,17,surgical_anaesthesia,8,9,1,1,0,184.0,108.0,0,none,1
427,district_hospital,O2_0001,urban,82,0,0,0,0,oxygen_concentrator,1,0,4.7,0,4,3,49,0,0,0,0,1,1,0,not_applicable,2021,12,12,trauma,3,9,0,3,0,144.0,18.0,0,solar,23
428,district_hospital,O2_0101,rural,5,0,0,0,1,LOX_bulk_tank,0,0,0.2,1,0,5,53,0,0,0,0,1,0,0,not_applicable,2021,1,8,COPD_exacerbation,2,6,1,1,0,178.0,186.0,0,grid_unreliable,0
429,district_hospital,O2_0012,peri_urban,87,0,0,0,0,none,0,0,1.0,0,4,2,5,0,0,0,0,1,1,0,not_applicable,2023,7,12,trauma,3,9,1,5,0,0.0,46.0,0,none,11
430,district_hospital,O2_0183,peri_urban,73,0,0,0,0,oxygen_concentrator,3,0,1.9,0,3,1,19,0,0,0,0,0,0,26,cylinder_delivery_delay,2024,6,10,COPD_exacerbation,0,10,0,2,3,253.0,12.0,1,generator_only,73
431,district_hospital,O2_0034,peri_urban,89,0,0,0,0,none,3,1,2.3,0,1,4,14,0,1,0,0,1,1,0,not_applicable,2024,12,12,sepsis,7,5,0,3,0,192.0,22.0,1,solar,18
432,district_hospital,O2_0119,peri_urban,88,0,0,0,0,oxygen_concentrator,1,0,13.4,0,0,3,11,0,0,0,0,1,0,1,empty_cylinders_not_collected,2023,2,9,pneumonia_adult,4,5,0,1,0,217.0,16.0,0,grid_reliable,28
433,district_hospital,O2_0109,peri_urban,5,0,0,0,0,cylinder_portable,0,0,5.2,0,2,4,1,0,1,0,0,1,1,0,not_applicable,2024,2,15,asthma_severe,3,12,0,5,0,287.0,56.0,0,grid_unreliable,0
434,district_hospital,O2_0042,rural,120,0,0,0,0,oxygen_concentrator,5,3,9.3,0,3,3,21,0,1,1,0,0,0,1,concentrator_malfunction,2023,3,14,severe_malaria,0,14,0,9,6,38.0,2.0,1,none,15
435,district_hospital,O2_0173,rural,98,0,0,0,0,cylinder_portable,2,1,0.7,0,1,6,37,0,0,0,0,0,0,4,cylinder_delivery_delay,2022,1,18,asthma_severe,0,18,0,9,8,195.0,28.0,1,solar,12
436,district_hospital,O2_0144,peri_urban,50,0,0,0,0,oxygen_concentrator,1,0,0.2,0,4,3,7,0,0,0,0,1,1,2,power_outage,2023,2,7,other_hypoxemia,4,3,0,2,0,204.0,20.0,1,grid_unreliable,3
437,district_hospital,O2_0107,urban,78,0,0,0,0,cylinder_piped,0,0,7.1,0,9,3,63,0,0,0,0,1,1,11,supplier_stockout,2021,10,7,surgical_anaesthesia,5,2,1,0,0,98.0,15.0,1,none,23
438,district_hospital,O2_0193,rural,64,0,0,0,0,cylinder_portable,3,1,1.1,0,1,3,12,0,1,1,0,1,1,15,cylinder_delivery_delay,2022,9,13,trauma,4,9,1,3,0,289.0,19.0,1,grid_reliable,31
439,district_hospital,O2_0136,peri_urban,20,0,0,0,0,cylinder_portable,0,0,2.9,0,2,4,61,0,0,0,0,1,1,0,not_applicable,2023,1,13,COPD_exacerbation,9,4,1,2,0,111.0,1.0,0,grid_unreliable,33
440,district_hospital,O2_0134,rural,97,0,0,0,0,none,0,0,1.1,0,2,5,0,0,0,0,0,1,1,0,not_applicable,2023,9,9,pneumonia_child,3,6,0,3,0,271.0,45.0,0,none,7
441,district_hospital,O2_0053,peri_urban,100,0,0,0,0,cylinder_portable,0,0,1.3,0,3,3,26,0,0,0,0,1,1,2,concentrator_malfunction,2021,6,17,severe_malaria,6,11,0,7,0,42.0,96.0,1,grid_unreliable,22
442,district_hospital,O2_0149,rural,103,0,0,0,0,cylinder_piped,0,0,0.3,0,3,4,14,0,1,0,0,1,1,0,not_applicable,2024,2,10,sepsis,4,6,0,3,0,56.0,21.0,1,grid_reliable,3
443,district_hospital,O2_0012,urban,40,0,1,0,0,cylinder_portable,0,0,5.0,0,2,1,20,0,0,0,0,0,0,29,concentrator_malfunction,2024,11,20,COVID19_severe,0,20,0,11,3,232.0,4.0,1,none,16
444,district_hospital,O2_0135,rural,58,0,0,0,0,oxygen_concentrator,2,0,0.3,0,3,1,8,0,1,1,0,1,1,0,not_applicable,2023,9,12,severe_malaria,7,5,1,2,0,413.0,15.0,0,generator_only,8
445,district_hospital,O2_0029,rural,49,0,0,0,0,oxygen_concentrator,2,0,0.1,0,6,3,85,0,0,0,0,0,0,1,demand_surge,2024,7,20,other_hypoxemia,0,20,0,9,9,123.0,31.0,0,grid_unreliable,2
446,district_hospital,O2_0137,urban,75,0,0,0,0,none,0,0,1.3,0,2,6,16,0,1,0,0,1,1,0,not_applicable,2024,9,12,COPD_exacerbation,2,10,0,3,0,142.0,95.0,1,none,5
447,district_hospital,O2_0008,rural,61,0,0,0,0,oxygen_concentrator,2,1,1.1,0,2,2,9,0,1,0,0,1,0,0,not_applicable,2022,1,11,trauma,7,4,0,0,0,293.0,10.0,0,generator_only,10
448,district_hospital,O2_0053,urban,51,0,0,0,0,oxygen_concentrator,3,1,6.4,0,5,4,19,0,0,0,0,0,0,4,concentrator_malfunction,2023,5,11,pneumonia_child,0,11,0,5,3,205.0,74.0,1,generator_only,10
449,district_hospital,O2_0112,urban,45,0,0,0,0,none,0,0,3.1,0,2,4,38,0,0,0,0,0,0,1,power_outage,2024,9,13,pneumonia_adult,0,13,0,7,3,184.0,103.0,1,solar,3
450,district_hospital,O2_0130,urban,50,0,0,0,0,cylinder_piped,3,1,3.8,0,3,6,55,0,1,0,0,1,1,0,not_applicable,2024,2,18,surgical_anaesthesia,8,10,0,4,0,231.0,31.0,1,generator_only,4
451,district_hospital,O2_0013,rural,98,0,0,0,0,none,0,0,1.4,0,1,3,11,0,0,0,0,0,0,21,cylinder_delivery_delay,2021,3,9,trauma,0,9,0,3,3,46.0,105.0,1,grid_unreliable,42
452,district_hospital,O2_0020,rural,17,0,0,0,0,oxygen_concentrator,5,2,3.3,0,7,6,11,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,3,10,pneumonia_child,0,10,0,5,5,81.0,7.0,1,none,7
453,district_hospital,O2_0153,rural,88,0,0,0,0,cylinder_portable,0,0,0.4,1,7,7,61,0,1,0,0,1,1,0,not_applicable,2023,11,17,pneumonia_child,5,12,0,4,0,185.0,10.0,1,generator_only,23
454,district_hospital,O2_0108,rural,68,0,1,0,0,oxygen_concentrator,4,0,10.6,0,4,6,23,0,1,0,0,0,0,14,piping_system_leak,2023,7,20,pneumonia_adult,0,20,0,12,7,85.0,120.0,0,grid_unreliable,24
455,district_hospital,O2_0024,urban,5,0,0,0,0,cylinder_portable,1,0,0.2,0,6,1,2,0,0,0,0,0,0,12,concentrator_malfunction,2023,5,9,COVID19_severe,0,9,0,3,2,229.0,9.0,0,grid_reliable,5
456,district_hospital,O2_0011,rural,73,0,0,0,0,cylinder_portable,0,0,6.3,0,6,6,41,0,0,0,0,0,0,16,PSA_plant_breakdown,2021,5,11,pneumonia_child,0,11,0,5,5,134.0,31.0,1,generator_only,34
457,district_hospital,O2_0009,urban,121,0,0,0,0,oxygen_concentrator,1,0,8.3,1,2,3,0,0,0,0,0,0,0,12,cylinder_delivery_delay,2021,8,8,pneumonia_adult,0,8,0,3,2,242.0,21.0,1,solar,81
458,district_hospital,O2_0145,rural,5,0,0,0,1,cylinder_portable,3,0,5.9,1,2,2,9,0,1,0,0,0,0,15,supplier_stockout,2022,2,9,COVID19_severe,0,9,0,3,1,153.0,22.0,0,grid_unreliable,30
459,district_hospital,O2_0114,rural,117,0,0,0,0,cylinder_piped,1,0,1.4,0,2,3,15,0,0,0,0,1,0,0,not_applicable,2023,9,16,asthma_severe,0,16,0,6,0,179.0,20.0,0,none,2
460,district_hospital,O2_0114,rural,121,0,0,0,0,cylinder_portable,0,0,16.2,0,2,3,6,0,1,0,0,1,1,0,not_applicable,2023,5,16,neonatal_respiratory,6,10,0,5,0,227.0,20.0,1,none,6
461,district_hospital,O2_0051,peri_urban,109,0,0,0,0,oxygen_concentrator,2,0,4.0,0,2,5,0,0,1,1,1,0,0,10,cylinder_delivery_delay,2023,12,8,other_hypoxemia,0,8,0,4,2,304.0,51.0,1,none,7
462,district_hospital,O2_0164,peri_urban,25,0,0,0,0,oxygen_concentrator,2,0,19.7,0,3,5,11,0,0,0,0,0,0,12,cylinder_delivery_delay,2021,1,9,neonatal_respiratory,0,9,0,4,5,389.0,69.0,0,none,0
463,district_hospital,O2_0115,peri_urban,65,0,0,0,0,LOX_bulk_tank,0,0,3.0,0,3,7,46,0,1,1,0,1,1,0,not_applicable,2024,1,5,pneumonia_child,2,3,1,0,0,227.0,16.0,0,none,15
464,district_hospital,O2_0193,peri_urban,38,0,0,0,0,cylinder_piped,0,0,9.2,0,2,7,2,0,1,0,0,1,1,0,not_applicable,2024,9,10,pneumonia_adult,5,5,1,2,0,191.0,1.0,0,grid_unreliable,29
465,district_hospital,O2_0008,rural,44,0,0,0,0,oxygen_concentrator,3,1,9.6,0,3,6,9,0,1,0,0,1,1,0,not_applicable,2023,2,18,asthma_severe,9,9,1,3,0,238.0,15.0,1,solar,5
466,district_hospital,O2_0145,peri_urban,83,0,0,0,0,cylinder_portable,0,0,4.9,0,5,4,23,0,0,0,0,0,0,5,no_oxygen_source,2023,9,15,COPD_exacerbation,0,15,0,8,5,187.0,94.0,1,none,1
467,district_hospital,O2_0050,rural,18,0,0,0,0,LOX_bulk_tank,0,0,3.6,0,2,1,5,0,1,1,0,1,1,0,not_applicable,2023,3,19,heart_failure,7,12,0,6,0,135.0,0.0,0,generator_only,105
468,district_hospital,O2_0038,rural,52,0,0,0,0,oxygen_concentrator,2,1,9.0,1,6,2,34,0,0,0,0,1,0,2,empty_cylinders_not_collected,2024,3,16,asthma_severe,3,13,0,3,0,79.0,64.0,0,grid_reliable,19
469,district_hospital,O2_0014,peri_urban,60,0,0,0,0,none,0,0,4.0,0,1,6,36,0,0,0,0,1,1,0,not_applicable,2023,8,4,neonatal_respiratory,1,3,0,1,0,238.0,14.0,0,grid_unreliable,14
470,district_hospital,O2_0067,rural,84,0,0,0,0,oxygen_concentrator,4,1,1.3,0,2,5,12,0,0,0,0,1,1,0,not_applicable,2024,7,14,pneumonia_child,6,8,1,3,0,136.0,15.0,0,grid_unreliable,5
471,district_hospital,O2_0063,peri_urban,5,0,0,1,0,cylinder_portable,0,0,1.4,0,2,4,14,0,0,0,0,0,0,13,concentrator_malfunction,2022,2,12,COPD_exacerbation,0,12,0,4,2,184.0,30.0,0,none,8
472,district_hospital,O2_0141,peri_urban,82,0,1,0,0,cylinder_piped,0,0,1.3,0,3,3,9,0,0,0,0,1,1,0,not_applicable,2021,1,16,surgical_anaesthesia,6,10,0,2,0,228.0,43.0,0,grid_reliable,13
473,district_hospital,O2_0142,peri_urban,63,0,0,0,0,cylinder_portable,0,0,20.9,0,5,2,15,0,0,0,0,1,1,3,concentrator_malfunction,2024,10,7,COPD_exacerbation,2,5,0,3,0,42.0,71.0,0,grid_unreliable,24
474,district_hospital,O2_0054,urban,94,0,0,0,0,cylinder_portable,0,0,4.0,1,2,2,13,0,0,0,0,1,1,0,not_applicable,2023,9,10,severe_malaria,5,5,0,3,0,135.0,84.0,0,grid_unreliable,26
475,district_hospital,O2_0075,rural,75,0,0,0,0,oxygen_concentrator,3,1,1.8,0,1,6,25,0,0,0,0,1,0,1,cylinder_delivery_delay,2024,5,13,neonatal_respiratory,8,5,0,3,0,196.0,41.0,0,grid_unreliable,76
476,district_hospital,O2_0029,rural,66,0,0,0,0,cylinder_portable,0,0,1.1,0,4,3,69,0,1,1,1,0,0,3,power_outage,2024,4,15,COVID19_severe,0,15,0,5,2,170.0,9.0,1,solar,2
477,district_hospital,O2_0138,rural,84,0,0,1,1,cylinder_portable,0,0,0.4,1,2,7,24,0,0,0,0,1,0,0,not_applicable,2022,2,13,sepsis,3,10,1,5,0,254.0,62.0,0,solar,2
478,district_hospital,O2_0152,rural,86,0,0,0,0,cylinder_portable,0,0,6.2,0,1,0,20,0,0,0,0,0,0,11,no_oxygen_source,2024,6,14,pneumonia_child,0,14,0,7,4,153.0,21.0,0,grid_unreliable,6
479,district_hospital,O2_0048,rural,81,0,0,0,0,cylinder_portable,0,0,0.0,0,3,8,11,0,0,0,0,0,0,30,regulator_valve_failure,2022,11,15,neonatal_respiratory,0,15,0,7,1,274.0,22.0,0,grid_unreliable,14
480,district_hospital,O2_0096,peri_urban,110,0,0,0,0,oxygen_concentrator,2,1,1.6,1,3,4,6,0,0,0,0,0,0,9,cylinder_delivery_delay,2021,7,14,heart_failure,0,14,0,5,1,266.0,90.0,1,grid_unreliable,30
481,district_hospital,O2_0070,peri_urban,51,0,0,0,0,cylinder_piped,0,0,4.2,0,1,9,1,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,2,17,trauma,0,17,0,5,1,232.0,49.0,1,grid_unreliable,54
482,district_hospital,O2_0142,rural,28,0,0,0,0,oxygen_concentrator,2,1,2.1,0,3,9,20,0,0,0,0,1,1,0,not_applicable,2024,6,11,COVID19_severe,6,5,0,2,0,151.0,0.0,0,grid_unreliable,29
483,district_hospital,O2_0144,peri_urban,125,0,0,0,0,cylinder_portable,0,0,2.3,0,0,4,43,0,0,0,0,1,0,0,not_applicable,2023,10,9,severe_malaria,7,2,0,1,0,241.0,33.0,1,grid_reliable,12
484,district_hospital,O2_0179,urban,37,0,0,0,0,PSA_plant_onsite,0,0,11.0,0,3,4,45,1,1,1,0,1,1,1,concentrator_malfunction,2023,9,13,COPD_exacerbation,5,8,1,3,0,349.0,47.0,0,grid_unreliable,0
485,district_hospital,O2_0044,rural,5,0,0,0,0,cylinder_piped,0,0,15.9,0,5,3,51,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,1,8,neonatal_respiratory,0,8,0,3,0,125.0,55.0,0,grid_reliable,15
486,district_hospital,O2_0032,peri_urban,148,0,0,0,0,cylinder_portable,6,0,1.9,0,1,3,46,0,1,0,0,1,1,3,power_outage,2024,1,9,asthma_severe,5,4,0,3,0,195.0,78.0,0,none,45
487,district_hospital,O2_0091,peri_urban,49,0,0,0,1,cylinder_portable,0,0,5.4,1,0,5,1,0,0,0,0,1,1,0,not_applicable,2023,6,11,sepsis,4,7,0,3,0,289.0,68.0,1,solar,36
488,district_hospital,O2_0127,urban,113,0,0,0,0,oxygen_concentrator,6,2,1.5,0,5,5,2,0,1,1,0,1,1,0,not_applicable,2022,10,16,surgical_anaesthesia,5,11,0,7,0,192.0,169.0,0,grid_unreliable,0
489,district_hospital,O2_0166,peri_urban,100,0,0,0,0,cylinder_portable,0,0,3.1,0,1,4,11,0,0,0,0,1,0,0,not_applicable,2022,10,14,sepsis,7,7,0,2,0,224.0,34.0,0,grid_reliable,9
490,district_hospital,O2_0132,rural,76,0,0,0,0,cylinder_piped,0,0,3.9,0,3,3,3,0,0,0,0,1,1,0,not_applicable,2021,3,12,surgical_anaesthesia,4,8,0,4,0,186.0,18.0,0,generator_only,21
491,district_hospital,O2_0030,rural,42,0,0,0,1,cylinder_portable,0,0,2.1,1,3,3,8,0,1,1,1,1,0,0,not_applicable,2021,12,7,other_hypoxemia,3,4,0,3,0,358.0,50.0,0,generator_only,27
492,district_hospital,O2_0021,rural,61,0,0,0,0,oxygen_concentrator,1,0,2.0,0,2,6,33,0,0,0,0,1,0,0,not_applicable,2023,2,9,pneumonia_adult,3,6,0,2,0,315.0,2.0,0,grid_unreliable,6
493,district_hospital,O2_0194,rural,5,0,0,1,0,cylinder_portable,0,0,5.9,0,4,6,18,0,1,1,0,0,0,5,concentrator_malfunction,2021,9,11,severe_malaria,0,11,0,7,3,130.0,29.0,1,grid_unreliable,3
494,district_hospital,O2_0019,rural,139,0,0,0,0,oxygen_concentrator,1,0,1.5,0,2,4,53,0,0,0,0,1,1,4,concentrator_malfunction,2021,6,11,sepsis,7,4,0,3,0,218.0,232.0,1,grid_reliable,17
495,district_hospital,O2_0171,rural,62,0,0,0,0,cylinder_portable,0,0,5.6,0,0,3,15,0,0,0,0,0,0,10,concentrator_malfunction,2024,3,10,pneumonia_adult,0,10,0,5,3,269.0,1.0,0,solar,4
496,district_hospital,O2_0120,rural,62,0,0,0,0,oxygen_concentrator,2,0,1.8,0,3,2,4,0,0,0,0,0,0,3,PSA_plant_breakdown,2024,4,12,COVID19_severe,0,12,0,6,6,236.0,232.0,1,grid_unreliable,39
497,district_hospital,O2_0045,urban,98,0,0,1,0,oxygen_concentrator,1,0,4.4,0,2,5,47,0,0,0,0,1,0,11,cylinder_delivery_delay,2023,1,9,severe_malaria,5,4,0,0,0,292.0,30.0,0,grid_unreliable,7
498,district_hospital,O2_0143,rural,64,0,0,0,0,oxygen_concentrator,3,1,4.6,0,3,9,22,0,1,0,0,0,0,30,piping_system_leak,2022,5,16,surgical_anaesthesia,0,16,0,8,4,360.0,77.0,0,grid_unreliable,1
499,district_hospital,O2_0118,rural,40,0,0,0,0,none,0,0,5.1,0,3,3,31,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,9,10,COVID19_severe,0,10,0,4,1,279.0,18.0,1,grid_unreliable,15
500,district_hospital,O2_0125,rural,25,0,0,0,0,LOX_bulk_tank,0,0,3.2,0,5,2,45,0,1,0,0,1,0,15,cylinder_delivery_delay,2024,10,16,pneumonia_child,11,5,0,2,0,195.0,48.0,0,generator_only,0
501,district_hospital,O2_0027,rural,108,0,0,0,0,none,0,0,1.6,0,0,3,31,0,0,0,0,0,0,12,regulator_valve_failure,2024,2,20,pneumonia_adult,0,20,0,5,8,137.0,11.0,0,none,3
502,district_hospital,O2_0102,rural,57,0,0,0,0,none,0,0,2.1,0,4,7,8,0,0,0,0,1,1,0,not_applicable,2024,8,16,trauma,6,10,1,6,0,168.0,19.0,0,grid_unreliable,27
503,district_hospital,O2_0013,rural,99,0,0,0,0,LOX_bulk_tank,0,0,11.0,0,5,3,62,0,1,1,0,0,0,5,funding_for_refill,2023,8,11,pneumonia_child,0,11,0,4,3,94.0,67.0,1,grid_unreliable,0
504,district_hospital,O2_0146,urban,75,0,0,0,0,oxygen_concentrator,1,0,8.1,0,2,0,2,0,0,0,0,0,0,8,empty_cylinders_not_collected,2023,11,4,other_hypoxemia,0,4,0,1,0,229.0,78.0,1,solar,1
505,district_hospital,O2_0142,rural,63,0,0,0,0,none,2,1,5.3,1,1,3,5,0,0,0,0,1,0,0,not_applicable,2023,1,12,heart_failure,5,7,0,3,0,101.0,57.0,0,grid_unreliable,7
506,district_hospital,O2_0090,peri_urban,77,0,0,0,0,cylinder_portable,0,0,0.4,0,0,4,77,0,1,1,1,0,0,11,PSA_plant_breakdown,2021,1,13,pneumonia_child,0,13,0,7,3,133.0,3.0,0,generator_only,1
507,district_hospital,O2_0055,rural,82,0,0,0,0,cylinder_portable,0,0,0.5,0,3,5,22,0,0,0,0,0,0,4,no_oxygen_source,2022,11,15,surgical_anaesthesia,0,15,0,9,4,256.0,10.0,1,generator_only,6
508,district_hospital,O2_0012,peri_urban,72,0,0,0,0,oxygen_concentrator,0,0,2.2,0,1,10,14,0,0,0,0,1,0,0,not_applicable,2024,6,19,surgical_anaesthesia,8,11,0,7,0,171.0,27.0,0,grid_unreliable,9
509,district_hospital,O2_0163,rural,46,0,0,0,0,none,0,0,1.3,0,1,3,31,0,1,0,0,1,0,0,not_applicable,2022,2,15,pneumonia_adult,8,7,0,2,0,176.0,118.0,0,none,1
510,district_hospital,O2_0078,urban,107,0,0,1,0,cylinder_portable,1,0,9.3,1,2,8,7,0,1,1,1,0,0,7,empty_cylinders_not_collected,2023,10,20,severe_malaria,0,20,0,7,9,174.0,29.0,1,grid_unreliable,11
511,district_hospital,O2_0114,rural,85,0,0,0,0,oxygen_concentrator,5,2,11.4,0,1,2,22,0,0,0,0,1,1,1,no_oxygen_source,2024,5,17,other_hypoxemia,14,3,1,2,0,360.0,15.0,1,grid_reliable,0
512,district_hospital,O2_0188,rural,80,0,1,0,0,oxygen_concentrator,2,0,4.9,0,2,6,4,0,0,0,0,1,0,0,not_applicable,2024,3,20,neonatal_respiratory,9,11,0,6,0,225.0,110.0,0,none,0
513,district_hospital,O2_0042,urban,74,0,0,1,0,oxygen_concentrator,4,1,0.2,0,5,9,1,0,1,0,0,0,0,9,concentrator_malfunction,2023,12,16,neonatal_respiratory,0,16,0,3,4,171.0,25.0,0,grid_unreliable,2
514,district_hospital,O2_0174,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,7.4,0,5,4,32,0,0,0,0,1,0,0,not_applicable,2024,2,20,COVID19_severe,10,10,0,4,0,323.0,16.0,0,none,20
515,district_hospital,O2_0110,rural,85,0,0,0,0,oxygen_concentrator,3,1,11.5,1,4,4,37,0,1,0,0,1,1,0,not_applicable,2024,3,8,pneumonia_adult,2,6,0,4,0,195.0,11.0,0,generator_only,11
516,district_hospital,O2_0043,peri_urban,104,0,0,0,0,LOX_bulk_tank,3,2,6.4,0,3,4,31,0,0,0,0,1,0,0,not_applicable,2023,5,7,severe_malaria,3,4,0,2,0,94.0,21.0,0,grid_unreliable,0
517,district_hospital,O2_0164,rural,88,0,0,0,0,oxygen_concentrator,1,0,13.1,1,0,7,7,0,0,0,0,0,0,2,supplier_stockout,2023,4,13,pneumonia_adult,0,13,0,3,5,83.0,268.0,1,grid_unreliable,4
518,district_hospital,O2_0084,peri_urban,78,0,0,0,0,cylinder_portable,0,0,1.4,1,4,5,4,0,1,0,0,0,0,5,funding_for_refill,2021,3,12,pneumonia_adult,0,12,0,5,2,190.0,61.0,0,none,15
519,district_hospital,O2_0183,rural,33,0,0,0,0,cylinder_portable,0,0,5.0,0,2,1,12,0,0,0,0,0,0,2,power_outage,2022,2,13,COVID19_severe,0,13,0,7,2,281.0,90.0,1,solar,10
520,district_hospital,O2_0173,urban,85,0,0,0,0,oxygen_concentrator,6,1,5.9,0,7,3,2,0,0,0,0,1,1,0,not_applicable,2023,12,11,other_hypoxemia,2,9,0,3,0,325.0,33.0,1,solar,18
521,district_hospital,O2_0103,rural,100,0,0,0,0,oxygen_concentrator,2,1,2.9,0,1,5,0,0,1,0,0,1,0,5,no_oxygen_source,2021,6,6,trauma,2,4,0,3,0,112.0,155.0,1,none,8
522,district_hospital,O2_0035,rural,14,0,0,0,0,none,0,0,16.1,0,3,4,34,0,1,0,0,0,0,28,cylinder_delivery_delay,2022,7,8,severe_malaria,0,8,0,8,1,144.0,118.0,0,generator_only,4
523,district_hospital,O2_0047,rural,104,0,0,0,0,none,0,0,1.8,0,1,6,7,0,0,0,0,1,1,0,not_applicable,2023,9,8,neonatal_respiratory,3,5,0,3,0,150.0,68.0,1,grid_unreliable,1
524,district_hospital,O2_0125,peri_urban,81,0,0,0,0,oxygen_concentrator,0,0,3.4,0,2,6,11,0,1,0,0,1,1,0,not_applicable,2023,1,10,heart_failure,6,4,1,0,0,312.0,11.0,0,generator_only,13
525,district_hospital,O2_0173,urban,56,0,0,0,0,LOX_bulk_tank,0,0,3.0,0,1,6,11,0,0,0,0,0,0,1,power_outage,2022,8,11,COPD_exacerbation,0,11,0,3,4,207.0,110.0,0,generator_only,43
526,district_hospital,O2_0196,rural,100,0,0,0,0,cylinder_portable,0,0,8.5,0,2,4,21,0,1,0,0,1,0,0,not_applicable,2022,3,12,surgical_anaesthesia,7,5,0,2,0,234.0,4.0,0,grid_unreliable,13
527,district_hospital,O2_0152,rural,84,0,0,0,0,none,0,0,22.4,0,3,2,43,0,1,0,0,1,1,0,not_applicable,2024,5,16,neonatal_respiratory,11,5,0,3,0,309.0,21.0,1,none,13
528,district_hospital,O2_0188,rural,32,0,0,0,0,cylinder_piped,0,0,5.0,0,4,7,22,0,0,0,0,1,1,0,not_applicable,2022,10,11,COPD_exacerbation,4,7,1,4,0,175.0,56.0,0,grid_unreliable,4
529,district_hospital,O2_0083,peri_urban,33,0,0,0,0,oxygen_concentrator,1,0,1.6,0,3,3,1,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,7,7,COVID19_severe,0,7,0,3,1,147.0,79.0,0,grid_unreliable,31
530,district_hospital,O2_0164,rural,54,0,0,0,0,cylinder_portable,4,1,0.5,0,1,4,8,0,1,0,0,0,0,4,concentrator_malfunction,2022,4,9,pneumonia_child,0,9,0,3,2,164.0,32.0,0,none,30
531,district_hospital,O2_0125,urban,34,0,0,0,0,cylinder_piped,1,0,1.1,0,3,2,0,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,6,8,sepsis,0,8,0,7,0,145.0,23.0,0,grid_reliable,3
532,district_hospital,O2_0007,peri_urban,81,0,0,0,0,oxygen_concentrator,1,0,1.1,0,0,2,58,0,1,0,0,1,0,0,not_applicable,2023,6,14,COPD_exacerbation,2,12,0,4,0,66.0,20.0,0,grid_unreliable,0
533,district_hospital,O2_0065,peri_urban,21,0,0,0,0,LOX_bulk_tank,0,0,1.9,0,0,6,22,0,1,0,0,0,0,1,power_outage,2022,10,7,neonatal_respiratory,0,7,0,3,0,212.0,2.0,0,grid_unreliable,24
534,district_hospital,O2_0017,rural,90,0,0,0,0,cylinder_piped,0,0,6.8,0,4,2,4,0,0,0,0,1,1,5,concentrator_malfunction,2024,1,10,sepsis,2,8,1,3,0,134.0,5.0,1,generator_only,28
535,district_hospital,O2_0138,peri_urban,105,0,0,0,0,cylinder_piped,0,0,6.1,0,1,3,18,0,0,0,0,1,1,0,not_applicable,2023,7,21,pneumonia_adult,11,10,1,7,0,132.0,56.0,0,none,1
536,district_hospital,O2_0067,rural,118,0,0,0,0,cylinder_piped,0,0,0.8,0,6,9,27,0,0,0,0,0,0,5,power_outage,2024,11,11,pneumonia_child,0,11,0,5,4,264.0,2.0,1,none,4
537,district_hospital,O2_0075,urban,44,0,0,0,0,cylinder_portable,0,0,3.9,0,4,4,16,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,2,9,surgical_anaesthesia,0,9,0,6,3,222.0,49.0,1,grid_unreliable,14
538,district_hospital,O2_0104,urban,37,0,0,0,0,cylinder_piped,0,0,0.1,1,7,8,30,0,1,0,0,1,0,0,not_applicable,2021,3,7,COPD_exacerbation,2,5,0,1,0,201.0,21.0,1,solar,0
539,district_hospital,O2_0007,rural,145,0,0,0,0,oxygen_concentrator,0,0,10.6,0,5,4,25,0,0,0,0,0,0,15,cylinder_delivery_delay,2022,10,9,pneumonia_child,0,9,0,5,2,246.0,149.0,1,grid_unreliable,34
540,district_hospital,O2_0004,rural,101,0,0,0,0,none,0,0,1.7,0,4,4,26,0,0,0,0,0,0,14,piping_system_leak,2023,8,17,COVID19_severe,0,17,0,8,5,231.0,29.0,0,none,7
541,district_hospital,O2_0153,rural,82,0,0,0,0,cylinder_portable,0,0,5.7,0,3,2,78,0,1,1,1,1,1,0,not_applicable,2023,6,11,pneumonia_child,4,7,0,2,0,157.0,130.0,1,grid_unreliable,20
542,district_hospital,O2_0168,peri_urban,80,0,0,0,0,cylinder_portable,0,0,4.6,0,3,5,11,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,8,12,asthma_severe,0,12,0,6,2,175.0,1.0,0,generator_only,1
543,district_hospital,O2_0071,peri_urban,88,0,0,0,0,oxygen_concentrator,4,0,0.1,0,2,1,28,0,0,0,0,1,0,1,supplier_stockout,2024,8,11,asthma_severe,5,6,1,1,0,203.0,69.0,0,grid_unreliable,9
544,district_hospital,O2_0075,rural,65,0,0,0,0,cylinder_piped,2,0,16.7,0,3,2,8,0,0,0,0,1,0,0,not_applicable,2023,2,8,severe_malaria,4,4,1,2,0,175.0,9.0,1,grid_unreliable,5
545,district_hospital,O2_0005,rural,102,0,0,0,0,cylinder_piped,0,0,0.3,0,4,6,16,0,0,0,0,1,0,0,not_applicable,2023,11,8,heart_failure,0,8,0,2,0,161.0,161.0,0,generator_only,7
546,district_hospital,O2_0177,peri_urban,72,0,0,0,0,oxygen_concentrator,2,0,3.1,0,5,2,4,0,1,0,0,1,0,11,power_outage,2024,10,12,severe_malaria,5,7,0,3,0,195.0,1.0,0,none,55
547,district_hospital,O2_0165,peri_urban,53,0,0,0,0,cylinder_portable,0,0,1.1,0,5,2,11,0,0,0,0,1,1,0,not_applicable,2023,6,16,COPD_exacerbation,6,10,0,5,0,40.0,33.0,0,grid_unreliable,1
548,district_hospital,O2_0100,rural,74,0,0,0,0,oxygen_concentrator,2,1,5.8,0,1,6,144,0,0,0,0,1,1,2,cylinder_delivery_delay,2021,11,14,pneumonia_child,5,9,0,3,0,110.0,69.0,0,none,29
549,district_hospital,O2_0177,rural,73,0,0,0,1,oxygen_concentrator,1,0,8.3,1,2,7,7,0,0,0,0,1,0,0,not_applicable,2022,12,12,sepsis,1,11,0,4,0,183.0,10.0,1,solar,11
550,district_hospital,O2_0073,peri_urban,141,0,0,0,0,cylinder_portable,0,0,6.2,0,2,6,3,0,0,0,0,0,0,4,concentrator_malfunction,2022,9,12,pneumonia_child,0,12,0,6,3,319.0,44.0,1,grid_reliable,11
551,district_hospital,O2_0078,peri_urban,17,0,0,0,0,cylinder_piped,1,0,4.1,0,3,2,0,0,0,0,0,0,0,2,concentrator_malfunction,2023,7,11,pneumonia_adult,0,11,0,4,4,126.0,21.0,0,generator_only,14
552,district_hospital,O2_0127,rural,38,0,0,1,0,oxygen_concentrator,2,0,2.2,0,3,1,0,0,1,0,0,1,0,0,not_applicable,2021,2,8,pneumonia_child,3,5,1,1,0,253.0,184.0,1,none,16
553,district_hospital,O2_0168,peri_urban,54,0,0,0,0,LOX_bulk_tank,0,0,0.8,0,6,2,1,0,0,0,0,1,1,3,piping_system_leak,2023,5,8,neonatal_respiratory,4,4,0,3,0,119.0,44.0,0,grid_unreliable,14
554,district_hospital,O2_0149,rural,82,0,0,0,0,LOX_bulk_tank,0,0,1.1,0,4,3,44,0,0,0,0,0,0,30,concentrator_malfunction,2022,8,11,surgical_anaesthesia,0,11,0,5,3,197.0,6.0,1,grid_unreliable,3
555,district_hospital,O2_0160,rural,12,0,0,0,0,cylinder_portable,0,0,2.2,0,3,2,2,0,0,0,0,0,0,9,funding_for_refill,2023,9,18,trauma,0,18,0,5,3,357.0,12.0,0,generator_only,0
556,district_hospital,O2_0182,rural,121,0,1,0,0,oxygen_concentrator,4,1,5.3,1,2,6,14,0,1,0,0,1,0,0,not_applicable,2023,10,9,pneumonia_child,4,5,0,3,0,255.0,85.0,0,grid_unreliable,1
557,district_hospital,O2_0054,peri_urban,143,0,0,0,0,cylinder_portable,0,0,3.6,0,6,1,99,0,1,1,0,0,0,17,funding_for_refill,2022,1,18,neonatal_respiratory,0,18,0,8,2,146.0,7.0,1,grid_reliable,6
558,district_hospital,O2_0040,rural,118,0,0,0,0,none,1,0,4.3,0,0,5,15,0,0,0,0,1,1,0,not_applicable,2022,1,13,pneumonia_child,7,6,1,2,0,270.0,6.0,0,none,17
559,district_hospital,O2_0006,rural,23,0,0,0,0,oxygen_concentrator,2,0,5.8,0,1,9,2,0,1,0,0,0,0,30,funding_for_refill,2023,11,17,pneumonia_adult,0,17,0,8,6,252.0,36.0,1,grid_unreliable,1
560,district_hospital,O2_0173,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.9,0,1,2,26,0,1,1,1,1,0,0,not_applicable,2022,11,10,pneumonia_child,3,7,0,4,0,159.0,11.0,0,none,2
561,district_hospital,O2_0046,rural,56,0,0,0,0,cylinder_portable,0,0,18.3,0,2,8,30,0,0,0,0,1,1,0,not_applicable,2022,9,11,sepsis,3,8,0,3,0,21.0,103.0,0,none,8
562,district_hospital,O2_0135,peri_urban,41,0,0,0,0,oxygen_concentrator,4,1,8.2,0,1,3,21,0,1,1,0,1,0,0,not_applicable,2023,2,11,COVID19_severe,2,9,0,2,0,169.0,22.0,1,none,12
563,district_hospital,O2_0153,rural,69,0,0,0,0,cylinder_portable,0,0,4.4,0,6,7,0,0,1,1,0,1,1,0,not_applicable,2024,11,16,asthma_severe,9,7,0,3,0,296.0,52.0,0,grid_unreliable,4
564,district_hospital,O2_0128,urban,19,0,1,0,0,cylinder_portable,0,0,1.9,0,3,1,20,0,1,0,0,1,1,9,power_outage,2024,4,8,trauma,4,4,1,2,0,277.0,10.0,0,grid_unreliable,10
565,district_hospital,O2_0197,rural,122,0,0,0,0,cylinder_portable,0,0,4.9,0,3,1,29,0,0,0,0,0,0,30,concentrator_malfunction,2023,6,13,COVID19_severe,0,13,0,4,5,70.0,81.0,0,generator_only,10
566,district_hospital,O2_0174,rural,81,0,0,0,0,oxygen_concentrator,2,0,0.4,0,4,2,12,0,0,0,0,0,0,1,no_oxygen_source,2023,9,14,surgical_anaesthesia,0,14,0,10,4,158.0,78.0,1,grid_unreliable,12
567,district_hospital,O2_0164,urban,115,0,0,0,0,cylinder_portable,3,0,4.8,0,2,2,28,0,0,0,0,1,1,2,funding_for_refill,2023,4,11,pneumonia_child,3,8,1,5,0,217.0,50.0,1,generator_only,17
568,district_hospital,O2_0196,peri_urban,14,0,0,1,0,oxygen_concentrator,1,0,12.5,0,4,4,11,0,1,0,0,0,0,29,empty_cylinders_not_collected,2023,7,11,severe_malaria,0,11,0,5,3,221.0,0.0,1,grid_reliable,17
569,district_hospital,O2_0033,peri_urban,105,0,0,0,0,cylinder_piped,0,0,2.1,0,4,6,29,0,1,0,0,0,0,30,funding_for_refill,2021,6,10,trauma,0,10,0,5,3,114.0,78.0,1,none,12
570,district_hospital,O2_0043,peri_urban,39,0,0,0,0,oxygen_concentrator,1,0,1.4,0,3,6,4,0,0,0,0,1,0,0,not_applicable,2023,10,4,sepsis,1,3,1,1,0,196.0,18.0,0,generator_only,6
571,district_hospital,O2_0101,peri_urban,145,0,0,0,0,cylinder_portable,0,0,10.2,0,3,5,9,0,1,0,0,1,1,0,not_applicable,2023,1,9,pneumonia_child,3,6,0,3,0,156.0,15.0,0,generator_only,8
572,district_hospital,O2_0156,peri_urban,100,0,0,0,0,oxygen_concentrator,3,1,24.3,0,6,2,16,0,1,0,0,1,1,0,not_applicable,2022,7,14,pneumonia_child,2,12,1,5,0,219.0,37.0,1,solar,35
573,district_hospital,O2_0148,rural,124,0,0,1,0,cylinder_portable,0,0,4.6,0,3,7,39,0,0,0,0,0,0,5,concentrator_malfunction,2024,7,12,heart_failure,0,12,0,5,3,285.0,59.0,0,grid_reliable,31
574,district_hospital,O2_0166,rural,5,0,0,0,0,none,0,0,0.7,0,8,4,5,0,1,0,0,0,0,9,piping_system_leak,2024,1,16,neonatal_respiratory,0,16,0,7,9,210.0,21.0,0,none,12
575,district_hospital,O2_0036,rural,5,0,0,0,0,cylinder_piped,0,0,5.5,0,1,2,11,0,1,0,0,1,1,0,not_applicable,2023,11,10,pneumonia_child,6,4,0,1,0,330.0,17.0,0,grid_unreliable,12
576,district_hospital,O2_0177,peri_urban,95,0,0,0,0,none,0,0,1.1,0,1,4,45,0,0,0,0,1,0,0,not_applicable,2023,7,14,COVID19_severe,8,6,1,1,0,288.0,6.0,1,grid_reliable,8
577,district_hospital,O2_0085,rural,83,0,0,0,0,cylinder_portable,0,0,13.9,0,3,3,4,0,1,1,0,0,0,21,cylinder_delivery_delay,2023,7,14,sepsis,0,14,0,7,2,215.0,3.0,1,none,17
578,district_hospital,O2_0063,rural,75,0,0,0,0,oxygen_concentrator,2,0,14.3,0,0,4,1,0,1,1,0,0,0,10,empty_cylinders_not_collected,2024,10,9,trauma,0,9,0,5,3,315.0,33.0,0,solar,4
579,district_hospital,O2_0122,peri_urban,96,0,0,0,0,cylinder_portable,0,0,1.4,0,2,4,42,0,1,0,0,1,0,0,not_applicable,2024,10,8,trauma,0,8,0,7,0,206.0,71.0,0,generator_only,27
580,district_hospital,O2_0062,urban,108,0,0,0,0,oxygen_concentrator,2,1,1.2,0,3,6,11,0,1,1,0,0,0,27,funding_for_refill,2022,6,15,pneumonia_child,0,15,0,6,4,232.0,48.0,1,solar,7
581,district_hospital,O2_0198,rural,56,0,0,0,1,oxygen_concentrator,0,0,0.1,1,3,3,13,0,1,0,0,1,1,0,not_applicable,2024,2,9,COPD_exacerbation,4,5,1,3,0,197.0,57.0,0,generator_only,5
582,district_hospital,O2_0025,urban,47,0,0,0,0,cylinder_piped,0,0,4.7,0,3,5,10,0,1,1,1,1,1,0,not_applicable,2022,9,9,heart_failure,4,5,0,2,0,117.0,129.0,0,solar,8
583,district_hospital,O2_0038,peri_urban,43,0,0,0,0,cylinder_portable,0,0,0.6,0,5,2,34,0,1,0,0,1,1,0,not_applicable,2021,1,12,severe_malaria,4,8,0,6,0,62.0,31.0,0,generator_only,1
584,district_hospital,O2_0034,rural,81,0,0,0,0,none,1,0,1.3,0,2,4,34,0,0,0,0,0,0,9,piping_system_leak,2022,6,10,neonatal_respiratory,0,10,0,7,3,116.0,4.0,0,grid_unreliable,6
585,district_hospital,O2_0095,peri_urban,75,0,0,0,0,LOX_bulk_tank,0,0,7.0,0,1,8,53,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,11,4,pneumonia_adult,0,4,0,0,0,158.0,73.0,1,grid_reliable,8
586,district_hospital,O2_0055,peri_urban,115,0,0,0,0,oxygen_concentrator,1,0,5.4,0,2,4,36,0,1,1,0,1,1,0,not_applicable,2023,5,7,asthma_severe,3,4,0,2,0,168.0,15.0,1,none,0
587,district_hospital,O2_0096,rural,107,0,0,0,1,none,1,0,17.0,1,1,0,21,0,1,0,0,0,0,6,concentrator_malfunction,2022,10,20,sepsis,0,20,0,10,7,348.0,4.0,0,grid_reliable,5
588,district_hospital,O2_0050,peri_urban,92,0,0,0,0,oxygen_concentrator,3,1,11.7,1,4,2,17,0,0,0,0,1,1,0,not_applicable,2022,6,10,pneumonia_child,5,5,1,2,0,307.0,83.0,0,none,18
589,district_hospital,O2_0156,rural,63,0,0,1,0,oxygen_concentrator,1,0,0.9,0,2,1,13,0,0,0,0,1,0,0,not_applicable,2023,7,7,neonatal_respiratory,2,5,0,2,0,175.0,232.0,1,grid_unreliable,4
590,district_hospital,O2_0178,rural,106,0,0,1,0,oxygen_concentrator,2,0,10.6,0,5,7,2,0,1,1,1,0,0,2,demand_surge,2024,6,10,COVID19_severe,0,10,0,3,0,307.0,5.0,0,grid_unreliable,0
591,district_hospital,O2_0096,urban,71,0,0,0,0,oxygen_concentrator,1,0,2.3,0,6,1,0,0,0,0,0,1,1,0,not_applicable,2023,12,13,COVID19_severe,7,6,0,4,0,194.0,109.0,0,solar,25
592,district_hospital,O2_0125,rural,56,0,1,1,0,cylinder_portable,0,0,4.5,0,4,4,29,0,0,0,0,0,0,2,concentrator_malfunction,2021,6,10,trauma,0,10,0,4,1,241.0,1.0,1,generator_only,1
593,district_hospital,O2_0096,rural,75,0,0,1,0,cylinder_piped,2,0,0.8,0,0,3,4,0,0,0,0,0,0,1,power_outage,2024,3,9,COPD_exacerbation,0,9,0,6,3,109.0,14.0,0,grid_unreliable,32
594,district_hospital,O2_0044,peri_urban,27,0,0,0,0,none,0,0,1.2,0,4,3,30,0,1,1,0,1,1,0,not_applicable,2024,2,9,surgical_anaesthesia,4,5,0,2,0,329.0,3.0,0,none,0
595,district_hospital,O2_0031,peri_urban,63,0,0,0,1,cylinder_portable,0,0,3.0,1,1,7,0,0,0,0,0,0,0,30,power_outage,2022,6,9,heart_failure,0,9,0,7,2,239.0,68.0,1,grid_unreliable,10
596,district_hospital,O2_0127,urban,36,0,0,0,0,oxygen_concentrator,4,1,2.1,0,4,3,25,0,1,1,0,0,0,30,concentrator_malfunction,2023,12,18,pneumonia_child,0,18,0,6,5,177.0,24.0,0,none,13
597,district_hospital,O2_0045,rural,78,0,0,0,0,oxygen_concentrator,2,1,2.1,0,1,4,32,0,0,0,0,1,1,0,not_applicable,2023,7,18,heart_failure,2,16,0,4,0,173.0,68.0,0,grid_unreliable,2
598,district_hospital,O2_0113,peri_urban,115,0,0,0,0,oxygen_concentrator,1,0,1.2,1,2,2,4,0,0,0,0,0,0,30,power_outage,2024,4,8,trauma,0,8,0,0,3,201.0,64.0,0,generator_only,2
599,district_hospital,O2_0077,peri_urban,12,0,0,0,0,oxygen_concentrator,2,0,1.8,0,0,2,76,0,1,0,0,0,0,10,concentrator_malfunction,2022,2,13,COPD_exacerbation,0,13,0,5,4,154.0,61.0,1,grid_reliable,10
600,district_hospital,O2_0009,peri_urban,49,0,1,0,0,cylinder_piped,0,0,0.5,0,1,2,26,0,1,0,0,1,1,0,not_applicable,2023,6,16,other_hypoxemia,4,12,0,3,0,183.0,51.0,0,none,30
601,district_hospital,O2_0121,rural,99,0,0,0,0,oxygen_concentrator,0,0,1.5,0,4,4,24,0,0,0,0,0,0,5,cylinder_delivery_delay,2021,6,8,asthma_severe,0,8,0,6,0,206.0,11.0,1,none,13
602,district_hospital,O2_0105,peri_urban,94,0,0,0,0,oxygen_concentrator,3,0,11.0,0,5,6,14,0,0,0,0,1,1,0,not_applicable,2021,5,13,pneumonia_child,6,7,0,3,0,240.0,40.0,0,solar,9
603,district_hospital,O2_0141,peri_urban,45,0,0,0,0,cylinder_piped,0,0,0.6,0,4,2,39,0,1,0,0,1,0,0,not_applicable,2022,3,16,severe_malaria,7,9,0,5,0,80.0,242.0,0,grid_unreliable,10
604,district_hospital,O2_0127,peri_urban,23,0,0,0,0,oxygen_concentrator,1,0,0.9,0,4,4,29,0,1,0,0,1,1,0,not_applicable,2022,10,13,COPD_exacerbation,5,8,1,5,0,198.0,29.0,1,grid_reliable,21
605,district_hospital,O2_0014,peri_urban,140,0,0,0,0,LOX_bulk_tank,0,0,0.5,0,3,3,1,0,0,0,0,0,0,1,funding_for_refill,2022,11,9,surgical_anaesthesia,0,9,0,4,3,189.0,19.0,0,grid_unreliable,8
606,district_hospital,O2_0162,urban,63,0,0,0,0,cylinder_portable,0,0,5.3,1,4,4,11,0,0,0,0,0,0,20,funding_for_refill,2024,10,10,COVID19_severe,0,10,0,4,3,171.0,21.0,1,solar,0
607,district_hospital,O2_0003,urban,20,0,0,0,0,cylinder_portable,0,0,19.5,0,1,4,2,0,1,0,0,1,0,15,concentrator_malfunction,2021,5,15,asthma_severe,6,9,0,5,0,369.0,49.0,0,grid_unreliable,12
608,district_hospital,O2_0066,rural,5,0,0,0,0,oxygen_concentrator,2,0,2.1,0,1,4,20,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,3,13,asthma_severe,6,7,1,5,0,180.0,115.0,1,none,1
609,district_hospital,O2_0103,rural,68,0,0,0,1,oxygen_concentrator,3,1,16.0,1,3,5,12,0,0,0,0,1,1,2,no_oxygen_source,2024,5,14,neonatal_respiratory,4,10,1,5,0,211.0,26.0,0,solar,12
610,district_hospital,O2_0065,rural,89,0,0,0,0,oxygen_concentrator,0,0,1.8,0,4,5,29,0,1,1,0,0,0,11,concentrator_malfunction,2024,6,11,severe_malaria,0,11,0,5,1,256.0,8.0,1,grid_unreliable,26
611,district_hospital,O2_0102,rural,5,0,0,0,0,cylinder_portable,1,0,5.0,0,2,4,18,0,1,0,0,0,0,3,concentrator_malfunction,2021,9,6,pneumonia_adult,0,6,0,4,1,134.0,141.0,0,grid_unreliable,13
612,district_hospital,O2_0198,rural,78,0,0,0,0,cylinder_piped,0,0,3.5,0,3,4,15,0,0,0,0,1,1,0,not_applicable,2023,8,18,sepsis,6,12,1,5,0,388.0,33.0,1,grid_unreliable,2
613,district_hospital,O2_0012,rural,78,0,0,0,0,none,3,0,1.8,0,3,2,7,0,1,1,0,1,1,0,not_applicable,2021,5,13,heart_failure,8,5,1,3,0,164.0,16.0,1,grid_unreliable,2
614,district_hospital,O2_0183,peri_urban,81,0,1,0,0,none,1,0,0.4,0,3,7,24,0,0,0,0,0,0,7,empty_cylinders_not_collected,2022,12,14,COPD_exacerbation,0,14,0,9,5,264.0,9.0,1,grid_unreliable,2
615,district_hospital,O2_0070,peri_urban,22,0,0,0,0,oxygen_concentrator,5,2,1.5,0,2,6,22,0,1,1,0,1,0,0,not_applicable,2023,11,8,COVID19_severe,3,5,0,2,0,121.0,40.0,0,grid_unreliable,61
616,district_hospital,O2_0175,peri_urban,27,0,0,0,0,none,1,0,3.6,0,2,6,40,0,0,0,0,1,0,0,not_applicable,2024,5,14,asthma_severe,4,10,1,6,0,225.0,61.0,0,grid_unreliable,22
617,district_hospital,O2_0001,rural,98,0,0,0,0,oxygen_concentrator,2,0,3.5,0,4,3,4,0,0,0,0,1,0,0,not_applicable,2021,5,9,pneumonia_adult,1,8,0,4,0,166.0,9.0,0,grid_unreliable,16
618,district_hospital,O2_0127,urban,42,0,0,0,0,oxygen_concentrator,3,0,3.0,0,2,1,28,0,1,0,0,0,0,25,empty_cylinders_not_collected,2023,8,14,COPD_exacerbation,0,14,0,5,0,126.0,62.0,1,grid_unreliable,38
619,district_hospital,O2_0184,peri_urban,46,0,0,0,0,none,0,0,4.8,0,2,3,8,0,0,0,0,1,1,15,demand_surge,2023,4,16,pneumonia_child,7,9,0,6,0,141.0,2.0,0,grid_unreliable,13
620,district_hospital,O2_0153,rural,34,0,0,0,0,cylinder_portable,5,2,1.5,0,1,2,18,0,0,0,0,1,0,0,not_applicable,2023,4,20,pneumonia_adult,7,13,0,4,0,119.0,61.0,0,grid_unreliable,31
621,district_hospital,O2_0031,peri_urban,67,0,0,0,0,oxygen_concentrator,0,0,0.3,0,3,3,6,0,0,0,0,1,1,0,not_applicable,2023,6,19,asthma_severe,10,9,0,5,0,136.0,36.0,1,solar,4
622,district_hospital,O2_0033,peri_urban,61,0,0,0,0,oxygen_concentrator,2,0,4.6,0,1,3,73,0,0,0,0,1,0,15,power_outage,2021,3,9,surgical_anaesthesia,2,7,1,2,0,194.0,3.0,1,solar,0
623,district_hospital,O2_0168,urban,5,0,0,0,0,cylinder_piped,1,0,0.9,0,1,5,1,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,12,13,severe_malaria,0,13,0,4,1,179.0,53.0,0,grid_unreliable,0
624,district_hospital,O2_0145,rural,5,0,0,0,0,none,0,0,0.8,1,4,4,8,0,1,1,0,1,1,0,not_applicable,2022,12,13,COVID19_severe,5,8,0,4,0,205.0,47.0,0,grid_reliable,8
625,district_hospital,O2_0075,rural,5,0,0,0,0,cylinder_portable,0,0,9.2,0,4,3,10,0,1,0,0,0,0,1,regulator_valve_failure,2024,3,6,sepsis,0,6,0,2,1,126.0,28.0,0,none,1
626,district_hospital,O2_0063,rural,123,0,0,0,0,none,0,0,2.4,1,4,2,56,0,1,0,0,1,1,0,not_applicable,2022,9,11,neonatal_respiratory,3,8,0,2,0,106.0,1.0,1,grid_reliable,3
627,district_hospital,O2_0192,rural,52,1,0,1,0,none,0,0,0.1,0,7,1,5,0,1,1,0,0,0,1,PSA_plant_breakdown,2024,2,11,COVID19_severe,0,11,0,5,3,232.0,22.0,1,grid_unreliable,6
628,district_hospital,O2_0172,peri_urban,96,0,1,0,0,oxygen_concentrator,3,1,4.2,0,3,7,1,0,0,0,0,0,0,8,cylinder_delivery_delay,2022,9,13,severe_malaria,0,13,0,9,2,243.0,16.0,1,none,16
629,district_hospital,O2_0097,peri_urban,82,0,0,0,0,cylinder_portable,3,1,5.4,0,4,2,2,0,1,0,0,1,0,0,not_applicable,2021,8,7,heart_failure,0,7,0,2,0,294.0,27.0,1,none,6
630,district_hospital,O2_0138,rural,59,1,1,0,0,cylinder_portable,1,0,0.8,0,3,3,3,0,0,0,0,1,1,0,not_applicable,2021,4,17,neonatal_respiratory,7,10,0,6,0,233.0,39.0,1,none,2
631,district_hospital,O2_0082,peri_urban,61,0,0,0,0,cylinder_portable,0,0,0.9,0,2,6,8,0,1,0,0,0,0,10,PSA_plant_breakdown,2022,4,13,pneumonia_adult,0,13,0,4,5,181.0,25.0,0,grid_unreliable,2
632,district_hospital,O2_0069,peri_urban,117,0,0,0,0,cylinder_portable,0,0,4.8,0,5,5,13,0,1,0,0,1,1,6,cylinder_delivery_delay,2021,6,12,severe_malaria,4,8,1,2,0,217.0,76.0,0,grid_reliable,17
633,district_hospital,O2_0150,urban,123,0,0,0,1,oxygen_concentrator,2,0,16.3,1,1,1,19,0,0,0,0,0,0,12,no_oxygen_source,2022,7,8,asthma_severe,0,8,0,4,4,218.0,55.0,0,none,6
634,district_hospital,O2_0006,rural,41,0,0,1,0,cylinder_portable,0,0,1.6,0,2,5,146,0,0,0,0,0,0,4,funding_for_refill,2024,2,6,other_hypoxemia,0,6,0,4,1,246.0,47.0,1,none,38
635,district_hospital,O2_0130,urban,80,0,0,0,0,oxygen_concentrator,1,0,14.1,0,1,9,17,0,0,0,0,1,0,0,not_applicable,2024,11,18,COVID19_severe,9,9,1,2,0,281.0,58.0,0,none,0
636,district_hospital,O2_0104,rural,38,0,0,0,0,oxygen_concentrator,0,0,1.1,0,3,8,0,0,0,0,0,1,1,0,not_applicable,2024,10,17,pneumonia_child,12,5,0,2,0,195.0,5.0,0,none,27
637,district_hospital,O2_0013,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,1.6,1,4,3,8,0,0,0,0,1,0,0,not_applicable,2022,12,11,severe_malaria,3,8,0,3,0,313.0,58.0,1,grid_unreliable,4
638,district_hospital,O2_0023,peri_urban,18,0,0,0,0,cylinder_piped,0,0,2.6,0,6,5,1,0,0,0,0,0,0,1,funding_for_refill,2023,2,11,sepsis,0,11,0,6,1,285.0,153.0,0,none,19
639,district_hospital,O2_0167,peri_urban,80,0,0,0,0,cylinder_piped,0,0,1.7,0,2,3,17,0,0,0,0,0,0,1,concentrator_malfunction,2021,9,13,pneumonia_adult,0,13,0,6,0,227.0,68.0,0,grid_unreliable,2
640,district_hospital,O2_0070,urban,31,0,0,1,0,cylinder_portable,3,1,12.6,1,3,4,24,0,1,1,1,1,1,0,not_applicable,2021,7,8,pneumonia_child,2,6,0,0,0,140.0,56.0,0,solar,18
641,district_hospital,O2_0197,urban,77,0,0,0,0,none,0,0,3.0,0,1,7,2,0,1,0,0,0,0,3,cylinder_delivery_delay,2021,4,15,COVID19_severe,0,15,0,4,2,172.0,43.0,1,grid_unreliable,8
642,district_hospital,O2_0100,urban,40,0,0,0,0,cylinder_piped,0,0,2.8,0,1,3,7,0,0,0,0,1,1,0,not_applicable,2021,1,11,surgical_anaesthesia,4,7,1,1,0,198.0,54.0,1,grid_unreliable,5
643,district_hospital,O2_0025,urban,34,0,0,0,0,oxygen_concentrator,2,0,7.2,0,3,3,29,0,0,0,0,1,0,0,not_applicable,2023,7,12,pneumonia_child,6,6,0,3,0,137.0,102.0,1,none,20
644,district_hospital,O2_0069,peri_urban,24,0,0,0,0,cylinder_piped,0,0,5.2,0,5,4,23,0,0,0,0,1,1,6,concentrator_malfunction,2024,5,12,pneumonia_child,4,8,0,4,0,195.0,76.0,0,generator_only,15
645,district_hospital,O2_0188,peri_urban,67,0,0,0,0,cylinder_portable,0,0,0.1,0,2,9,23,0,1,0,0,1,1,0,not_applicable,2023,5,13,neonatal_respiratory,5,8,0,3,0,323.0,17.0,0,none,8
646,district_hospital,O2_0146,peri_urban,118,0,0,0,0,none,0,0,10.5,0,2,3,2,0,1,0,0,0,0,7,concentrator_malfunction,2024,12,13,neonatal_respiratory,0,13,0,6,3,195.0,17.0,0,solar,8
647,district_hospital,O2_0135,urban,57,0,0,0,0,cylinder_portable,0,0,0.2,0,4,1,22,0,0,0,0,1,0,0,not_applicable,2024,10,8,pneumonia_child,6,2,0,1,0,257.0,98.0,1,none,0
648,district_hospital,O2_0176,rural,32,0,0,0,0,cylinder_portable,0,0,12.2,0,3,7,3,0,0,0,0,0,0,22,supplier_stockout,2021,12,15,trauma,0,15,0,8,0,134.0,111.0,0,grid_unreliable,39
649,district_hospital,O2_0058,peri_urban,5,0,0,0,0,oxygen_concentrator,3,1,1.0,0,3,4,9,0,0,0,0,1,1,2,supplier_stockout,2023,4,10,heart_failure,3,7,0,3,0,135.0,28.0,0,solar,36
650,district_hospital,O2_0143,rural,94,0,0,0,0,oxygen_concentrator,3,1,4.9,1,2,7,44,0,0,0,0,1,1,0,not_applicable,2023,4,7,surgical_anaesthesia,3,4,0,0,0,413.0,128.0,1,grid_unreliable,9
651,district_hospital,O2_0092,rural,41,0,0,0,0,none,0,0,6.2,1,2,4,5,0,1,0,0,0,0,10,empty_cylinders_not_collected,2023,2,9,COVID19_severe,0,9,0,3,3,311.0,17.0,0,none,5
652,district_hospital,O2_0010,rural,62,0,0,0,0,cylinder_piped,0,0,13.9,0,5,3,2,0,0,0,0,1,1,0,not_applicable,2024,1,15,neonatal_respiratory,8,7,0,4,0,147.0,9.0,1,none,21
653,district_hospital,O2_0084,rural,5,0,0,0,0,oxygen_concentrator,1,0,2.3,0,8,7,58,0,0,0,0,1,1,14,cylinder_delivery_delay,2022,3,25,surgical_anaesthesia,11,14,1,9,0,76.0,92.0,0,none,0
654,district_hospital,O2_0027,rural,114,0,0,0,0,oxygen_concentrator,1,0,3.9,1,2,1,5,0,1,0,0,0,0,5,cylinder_delivery_delay,2022,11,10,other_hypoxemia,0,10,0,3,3,311.0,48.0,0,generator_only,1
655,district_hospital,O2_0165,rural,135,0,0,0,0,cylinder_piped,3,0,7.9,0,2,6,7,0,0,0,0,1,1,0,not_applicable,2023,10,6,severe_malaria,3,3,1,3,0,233.0,13.0,1,grid_unreliable,48
656,district_hospital,O2_0099,rural,58,0,0,0,0,oxygen_concentrator,1,0,2.4,0,3,3,49,0,0,0,0,0,0,7,concentrator_malfunction,2024,1,9,COVID19_severe,0,9,0,6,1,96.0,11.0,0,grid_unreliable,25
657,district_hospital,O2_0023,urban,31,0,0,0,0,cylinder_piped,0,0,0.6,0,3,2,6,0,1,1,0,0,0,5,cylinder_delivery_delay,2022,4,15,severe_malaria,0,15,0,7,5,168.0,24.0,1,generator_only,24
658,district_hospital,O2_0184,rural,50,0,0,0,0,none,0,0,10.6,0,5,3,31,0,1,1,0,1,0,0,not_applicable,2022,12,15,other_hypoxemia,6,9,0,4,0,143.0,46.0,0,grid_unreliable,12
659,district_hospital,O2_0142,peri_urban,42,0,0,0,0,cylinder_portable,0,0,6.7,0,5,3,38,0,1,1,0,1,1,0,not_applicable,2024,3,9,pneumonia_adult,3,6,1,3,0,134.0,70.0,0,solar,11
660,district_hospital,O2_0054,peri_urban,59,0,0,0,0,oxygen_concentrator,2,0,0.1,0,4,6,65,0,1,0,0,0,0,9,empty_cylinders_not_collected,2022,4,15,asthma_severe,0,15,0,3,2,300.0,10.0,1,generator_only,16
661,district_hospital,O2_0029,urban,79,0,0,0,0,cylinder_portable,0,0,5.6,0,0,2,4,0,1,0,0,0,0,15,concentrator_malfunction,2024,11,10,neonatal_respiratory,0,10,0,1,7,358.0,82.0,1,grid_unreliable,3
662,district_hospital,O2_0183,peri_urban,79,0,0,0,0,cylinder_piped,0,0,10.1,0,6,8,11,0,1,1,1,1,1,0,not_applicable,2022,12,11,neonatal_respiratory,7,4,0,1,0,133.0,23.0,0,generator_only,3
663,district_hospital,O2_0172,peri_urban,75,0,0,1,0,none,0,0,0.7,0,5,14,15,0,0,0,0,0,0,22,empty_cylinders_not_collected,2023,6,12,heart_failure,0,12,0,6,2,246.0,27.0,0,grid_unreliable,21
664,district_hospital,O2_0173,urban,5,0,0,0,0,oxygen_concentrator,3,1,6.8,0,5,3,52,0,0,0,0,1,1,0,not_applicable,2024,6,14,asthma_severe,4,10,0,3,0,173.0,32.0,1,none,6
665,district_hospital,O2_0038,rural,46,0,0,0,0,cylinder_portable,0,0,7.7,1,3,7,54,0,0,0,0,1,1,2,empty_cylinders_not_collected,2022,4,7,COVID19_severe,2,5,0,4,0,165.0,84.0,0,solar,25
666,district_hospital,O2_0147,rural,87,0,0,0,0,oxygen_concentrator,4,1,2.8,0,5,3,11,0,0,0,0,0,0,1,no_oxygen_source,2022,10,10,surgical_anaesthesia,0,10,0,1,2,153.0,45.0,1,none,45
667,district_hospital,O2_0041,peri_urban,61,0,0,0,0,cylinder_portable,0,0,0.8,0,2,6,11,0,0,0,0,1,1,0,not_applicable,2022,7,9,pneumonia_adult,4,5,1,2,0,135.0,22.0,0,solar,18
668,district_hospital,O2_0123,peri_urban,134,0,0,0,0,oxygen_concentrator,0,0,9.7,0,4,7,1,0,0,0,0,1,1,0,not_applicable,2022,12,9,pneumonia_adult,3,6,0,1,0,211.0,144.0,0,grid_unreliable,13
669,district_hospital,O2_0171,rural,122,0,0,0,0,none,3,1,6.0,0,4,6,4,0,1,0,0,1,0,0,not_applicable,2024,11,16,neonatal_respiratory,8,8,0,3,0,151.0,6.0,0,grid_unreliable,8
670,district_hospital,O2_0033,peri_urban,69,0,0,0,0,cylinder_portable,4,2,3.9,0,4,6,21,0,1,1,0,1,1,0,not_applicable,2023,8,15,trauma,7,8,0,4,0,303.0,120.0,1,none,11
671,district_hospital,O2_0041,urban,73,0,0,0,0,cylinder_piped,0,0,1.7,0,5,4,0,0,0,0,0,0,0,3,concentrator_malfunction,2024,12,5,trauma,0,5,0,3,1,162.0,9.0,0,grid_unreliable,46
672,district_hospital,O2_0088,urban,67,0,0,0,0,cylinder_portable,0,0,10.2,0,3,3,7,0,1,1,0,1,1,0,not_applicable,2023,10,14,COPD_exacerbation,4,10,0,5,0,146.0,53.0,1,grid_unreliable,13
673,district_hospital,O2_0112,urban,59,0,0,0,1,cylinder_portable,0,0,0.0,1,3,2,2,0,0,0,0,1,1,2,power_outage,2022,3,14,surgical_anaesthesia,8,6,1,4,0,166.0,5.0,0,solar,14
674,district_hospital,O2_0097,urban,27,0,0,0,0,oxygen_concentrator,1,0,4.5,0,3,2,3,0,0,0,0,1,1,0,not_applicable,2022,1,20,sepsis,12,8,0,4,0,194.0,8.0,0,generator_only,34
675,district_hospital,O2_0046,urban,93,0,0,0,0,cylinder_portable,0,0,1.2,1,1,7,6,0,1,1,0,0,0,19,funding_for_refill,2021,9,11,pneumonia_child,0,11,0,3,5,388.0,157.0,1,none,15
676,district_hospital,O2_0161,rural,54,0,0,0,0,oxygen_concentrator,4,2,1.6,0,1,6,47,0,0,0,0,0,0,6,funding_for_refill,2022,7,9,COPD_exacerbation,0,9,0,5,4,215.0,30.0,1,generator_only,21
677,district_hospital,O2_0162,rural,86,0,0,0,0,cylinder_portable,0,0,3.3,0,4,1,38,0,0,0,0,0,0,17,cylinder_delivery_delay,2023,4,16,COVID19_severe,0,16,0,8,5,191.0,6.0,0,none,0
678,district_hospital,O2_0076,rural,103,0,0,0,0,cylinder_portable,3,1,2.9,0,2,1,16,0,0,0,0,0,0,23,cylinder_delivery_delay,2023,1,14,neonatal_respiratory,0,14,0,9,3,302.0,173.0,0,none,3
679,district_hospital,O2_0074,rural,43,0,0,0,0,cylinder_portable,0,0,9.6,0,2,4,16,0,0,0,0,0,0,10,concentrator_malfunction,2024,10,13,pneumonia_adult,0,13,0,7,7,84.0,1.0,1,none,23
680,district_hospital,O2_0067,rural,66,0,0,0,0,cylinder_portable,0,0,0.2,0,7,3,1,0,1,0,0,0,0,1,cylinder_delivery_delay,2023,10,14,other_hypoxemia,0,14,0,5,2,216.0,33.0,0,none,8
681,district_hospital,O2_0137,urban,90,0,0,0,0,oxygen_concentrator,4,2,1.0,0,4,5,2,0,0,0,0,1,0,3,power_outage,2023,2,23,pneumonia_child,8,15,0,8,0,239.0,98.0,0,none,16
682,district_hospital,O2_0083,rural,145,0,0,0,0,oxygen_concentrator,3,2,3.3,1,1,2,16,0,0,0,0,0,0,4,funding_for_refill,2021,12,17,pneumonia_child,0,17,0,7,6,184.0,101.0,0,grid_reliable,10
683,district_hospital,O2_0113,rural,39,0,0,0,0,cylinder_piped,2,0,29.2,0,5,3,14,0,0,0,0,1,1,0,not_applicable,2023,9,10,heart_failure,4,6,0,0,0,152.0,145.0,0,grid_unreliable,2
684,district_hospital,O2_0027,peri_urban,22,0,0,0,0,cylinder_piped,0,0,3.8,0,0,3,25,0,1,1,0,1,1,5,power_outage,2024,3,9,COPD_exacerbation,4,5,0,4,0,204.0,4.0,0,grid_unreliable,5
685,district_hospital,O2_0116,peri_urban,72,0,0,0,0,cylinder_piped,2,1,2.3,0,3,5,20,0,0,0,0,1,1,0,not_applicable,2023,5,14,COPD_exacerbation,6,8,0,4,0,120.0,26.0,1,solar,8
686,district_hospital,O2_0186,peri_urban,80,0,1,0,0,none,0,0,2.8,0,7,4,29,0,0,0,0,0,0,30,concentrator_malfunction,2023,1,13,pneumonia_child,0,13,0,7,7,146.0,45.0,0,none,14
687,district_hospital,O2_0108,rural,37,0,0,0,0,cylinder_portable,0,0,5.3,0,1,10,1,0,0,0,0,0,0,19,cylinder_delivery_delay,2023,6,14,asthma_severe,0,14,0,7,3,280.0,16.0,0,generator_only,68
688,district_hospital,O2_0020,peri_urban,85,0,0,0,0,cylinder_piped,0,0,10.5,0,1,4,16,0,0,0,0,1,1,0,not_applicable,2022,10,12,pneumonia_child,3,9,1,4,0,0.0,32.0,0,grid_unreliable,4
689,district_hospital,O2_0024,rural,42,0,0,0,0,cylinder_portable,0,0,3.7,0,2,2,50,0,0,0,0,1,1,0,not_applicable,2024,10,14,pneumonia_adult,5,9,0,4,0,336.0,67.0,0,solar,3
690,district_hospital,O2_0010,rural,99,0,0,0,0,cylinder_portable,0,0,7.5,0,2,2,49,0,0,0,0,1,1,0,not_applicable,2024,2,15,pneumonia_adult,5,10,0,3,0,210.0,27.0,0,grid_unreliable,10
691,district_hospital,O2_0083,rural,134,0,0,0,0,cylinder_portable,0,0,10.5,0,3,4,26,0,0,0,0,0,0,13,concentrator_malfunction,2021,9,15,asthma_severe,0,15,0,3,8,108.0,2.0,0,grid_reliable,8
692,district_hospital,O2_0043,peri_urban,58,0,0,0,0,cylinder_portable,0,0,0.2,0,2,1,17,0,0,0,0,0,0,4,concentrator_malfunction,2022,4,10,neonatal_respiratory,0,10,0,4,4,258.0,50.0,0,grid_reliable,7
693,district_hospital,O2_0185,rural,67,0,0,0,0,oxygen_concentrator,2,1,3.7,0,3,5,6,0,0,0,0,0,0,12,piping_system_leak,2022,3,14,neonatal_respiratory,0,14,0,7,4,90.0,13.0,1,grid_reliable,14
694,district_hospital,O2_0039,urban,89,0,0,0,0,LOX_bulk_tank,0,0,2.1,0,2,5,9,0,0,0,0,0,0,19,piping_system_leak,2022,3,7,other_hypoxemia,0,7,0,3,2,269.0,167.0,0,solar,15
695,district_hospital,O2_0054,rural,11,0,0,0,0,cylinder_portable,0,0,2.9,0,6,7,1,0,0,0,0,0,0,7,concentrator_malfunction,2022,7,16,neonatal_respiratory,0,16,0,9,6,57.0,72.0,0,grid_unreliable,25
696,district_hospital,O2_0047,rural,5,0,0,0,0,cylinder_portable,0,0,1.6,0,3,7,20,0,0,0,0,0,0,1,power_outage,2024,2,13,pneumonia_child,0,13,0,7,2,99.0,26.0,0,grid_reliable,29
697,district_hospital,O2_0170,peri_urban,100,0,0,0,0,none,0,0,2.1,0,3,2,16,0,0,0,0,1,1,8,cylinder_delivery_delay,2022,11,20,trauma,5,15,1,9,0,167.0,43.0,0,grid_unreliable,67
698,district_hospital,O2_0180,peri_urban,51,1,0,0,0,cylinder_portable,0,0,0.4,0,3,4,3,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,1,9,trauma,0,9,0,2,3,230.0,23.0,0,generator_only,4
699,district_hospital,O2_0092,rural,105,0,0,0,0,oxygen_concentrator,2,0,10.0,1,7,2,42,0,0,0,0,0,0,30,funding_for_refill,2023,7,14,pneumonia_child,0,14,0,8,5,251.0,59.0,0,solar,56
700,district_hospital,O2_0059,peri_urban,5,0,1,0,0,cylinder_piped,0,0,0.3,0,4,5,24,0,0,0,0,1,1,0,not_applicable,2022,10,17,neonatal_respiratory,9,8,1,2,0,174.0,55.0,0,generator_only,0
701,district_hospital,O2_0005,peri_urban,23,0,0,0,0,cylinder_portable,0,0,2.4,0,3,4,18,0,1,0,0,0,0,4,funding_for_refill,2023,2,5,pneumonia_child,0,5,0,2,1,130.0,44.0,0,grid_reliable,4
702,district_hospital,O2_0049,peri_urban,40,0,0,0,0,cylinder_portable,0,0,0.7,0,3,2,13,0,0,0,0,1,1,0,not_applicable,2023,3,10,surgical_anaesthesia,5,5,0,1,0,73.0,5.0,1,grid_unreliable,37
703,district_hospital,O2_0196,peri_urban,10,0,0,0,0,oxygen_concentrator,1,0,0.1,0,5,10,1,0,0,0,0,0,0,17,cylinder_delivery_delay,2022,4,9,heart_failure,0,9,0,6,3,214.0,22.0,0,solar,4
704,district_hospital,O2_0171,peri_urban,79,0,0,0,0,cylinder_portable,0,0,0.3,1,3,3,6,0,0,0,0,0,0,7,cylinder_delivery_delay,2023,9,18,pneumonia_adult,0,18,0,8,7,231.0,64.0,1,none,40
705,district_hospital,O2_0171,peri_urban,75,0,1,0,0,oxygen_concentrator,0,0,0.1,0,2,4,2,0,1,0,0,0,0,4,demand_surge,2023,6,13,pneumonia_child,0,13,0,6,3,176.0,15.0,0,none,4
706,district_hospital,O2_0178,rural,84,0,0,0,0,cylinder_piped,0,0,4.3,0,3,7,14,0,1,0,0,1,1,0,not_applicable,2022,8,11,COVID19_severe,5,6,1,1,0,181.0,30.0,0,none,9
707,district_hospital,O2_0182,rural,101,0,0,0,0,cylinder_portable,0,0,0.2,0,4,3,51,0,1,1,0,0,0,8,cylinder_delivery_delay,2023,2,12,other_hypoxemia,0,12,0,3,4,111.0,38.0,0,grid_unreliable,2
708,district_hospital,O2_0018,peri_urban,24,0,0,0,0,oxygen_concentrator,1,0,3.7,0,1,1,5,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,2,11,COVID19_severe,0,11,0,4,1,167.0,15.0,0,solar,13
709,district_hospital,O2_0098,urban,62,0,0,0,0,oxygen_concentrator,1,0,8.7,0,4,5,12,0,0,0,0,0,0,5,empty_cylinders_not_collected,2023,11,7,sepsis,0,7,0,2,1,232.0,39.0,0,grid_unreliable,26
710,district_hospital,O2_0170,peri_urban,54,0,0,0,0,oxygen_concentrator,2,0,17.6,0,2,6,13,0,1,1,0,1,0,1,cylinder_delivery_delay,2021,11,13,neonatal_respiratory,7,6,0,3,0,252.0,96.0,0,none,20
711,district_hospital,O2_0095,peri_urban,81,0,0,0,0,cylinder_portable,0,0,0.4,1,4,4,8,0,1,0,0,0,0,19,empty_cylinders_not_collected,2021,1,16,surgical_anaesthesia,0,16,0,6,5,247.0,11.0,0,generator_only,3
712,district_hospital,O2_0066,rural,35,0,0,0,0,none,0,0,6.2,0,1,6,9,0,0,0,0,0,0,1,funding_for_refill,2021,5,9,neonatal_respiratory,0,9,0,3,0,95.0,29.0,0,none,10
713,district_hospital,O2_0195,urban,71,0,0,0,0,oxygen_concentrator,1,0,11.8,0,4,4,11,0,0,0,0,0,0,4,power_outage,2024,5,10,pneumonia_child,0,10,0,4,1,176.0,54.0,0,solar,8
714,district_hospital,O2_0033,rural,5,0,0,0,0,oxygen_concentrator,3,1,14.2,0,3,3,3,0,0,0,0,1,0,0,not_applicable,2022,9,12,pneumonia_adult,10,2,0,1,0,303.0,9.0,0,solar,35
715,district_hospital,O2_0132,peri_urban,129,0,0,0,0,cylinder_piped,0,0,2.4,0,1,4,7,0,1,1,1,0,0,8,supplier_stockout,2022,2,12,pneumonia_child,0,12,0,6,1,148.0,61.0,0,grid_unreliable,1
716,district_hospital,O2_0087,rural,5,0,0,0,0,oxygen_concentrator,4,1,2.7,0,5,2,15,0,0,0,0,0,0,4,power_outage,2021,4,15,COVID19_severe,0,15,0,5,8,87.0,7.0,0,grid_unreliable,8
717,district_hospital,O2_0019,peri_urban,63,0,0,0,0,none,0,0,0.2,0,2,4,13,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,7,10,pneumonia_child,0,10,0,3,1,155.0,165.0,0,none,21
718,district_hospital,O2_0178,rural,23,0,0,0,0,oxygen_concentrator,4,1,9.4,1,4,2,9,0,0,0,0,1,1,0,not_applicable,2023,9,12,sepsis,4,8,1,3,0,235.0,18.0,0,grid_unreliable,25
719,district_hospital,O2_0176,peri_urban,64,0,0,0,0,oxygen_concentrator,2,0,14.7,0,1,5,42,0,0,0,0,1,0,0,not_applicable,2022,11,9,pneumonia_child,3,6,1,2,0,141.0,27.0,0,grid_unreliable,26
720,district_hospital,O2_0172,rural,69,0,0,0,0,LOX_bulk_tank,0,0,1.4,0,2,5,3,0,1,0,0,1,0,0,not_applicable,2024,4,15,pneumonia_adult,4,11,0,5,0,161.0,22.0,0,grid_unreliable,6
721,district_hospital,O2_0042,rural,43,0,0,1,0,oxygen_concentrator,2,1,7.8,1,2,3,5,0,0,0,0,0,0,19,no_oxygen_source,2021,6,7,surgical_anaesthesia,0,7,0,3,2,155.0,94.0,1,solar,7
722,district_hospital,O2_0017,rural,66,0,0,0,0,cylinder_portable,0,0,1.7,0,3,1,23,0,0,0,0,1,1,5,funding_for_refill,2022,2,11,asthma_severe,2,9,0,1,0,110.0,6.0,0,grid_reliable,39
723,district_hospital,O2_0051,rural,14,0,0,0,0,cylinder_portable,0,0,23.7,1,6,1,2,0,0,0,0,1,1,0,not_applicable,2024,6,12,neonatal_respiratory,4,8,0,0,0,189.0,56.0,1,solar,46
724,district_hospital,O2_0134,peri_urban,90,0,0,1,0,cylinder_portable,0,0,4.4,0,2,4,16,0,1,0,0,1,0,0,not_applicable,2022,4,8,pneumonia_child,4,4,0,2,0,241.0,130.0,0,none,5
725,district_hospital,O2_0041,rural,79,0,0,0,0,cylinder_piped,0,0,14.0,0,1,4,28,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,5,19,sepsis,0,19,0,11,2,221.0,64.0,1,none,7
726,district_hospital,O2_0067,peri_urban,9,0,0,0,0,oxygen_concentrator,5,2,16.3,0,2,7,42,0,1,0,0,1,1,0,not_applicable,2022,4,13,pneumonia_child,7,6,0,3,0,321.0,0.0,1,solar,18
727,district_hospital,O2_0005,peri_urban,14,0,0,0,0,oxygen_concentrator,0,0,0.1,1,1,1,1,0,1,0,0,0,0,3,concentrator_malfunction,2023,7,8,neonatal_respiratory,0,8,0,4,3,290.0,7.0,1,none,47
728,district_hospital,O2_0055,rural,41,0,0,0,0,oxygen_concentrator,0,0,1.0,0,2,6,7,0,1,0,0,1,1,0,not_applicable,2022,8,11,trauma,3,8,0,3,0,175.0,8.0,0,none,10
729,district_hospital,O2_0004,peri_urban,88,0,1,0,0,cylinder_piped,0,0,3.3,0,3,2,1,0,0,0,0,0,0,2,power_outage,2021,2,16,trauma,0,16,0,8,1,55.0,8.0,0,none,17
730,district_hospital,O2_0002,rural,50,0,0,0,0,cylinder_portable,0,0,17.0,0,1,5,19,0,0,0,0,1,1,0,not_applicable,2023,12,15,severe_malaria,4,11,0,3,0,106.0,14.0,0,solar,44
731,district_hospital,O2_0176,peri_urban,119,0,0,0,0,oxygen_concentrator,1,0,10.8,0,2,3,4,0,0,0,0,1,1,0,not_applicable,2024,5,10,trauma,4,6,1,4,0,232.0,0.0,0,grid_unreliable,14
732,district_hospital,O2_0018,peri_urban,69,0,0,0,0,LOX_bulk_tank,0,0,2.2,0,1,3,27,0,0,0,0,1,0,2,power_outage,2024,8,14,COPD_exacerbation,6,8,1,6,0,289.0,87.0,1,none,32
733,district_hospital,O2_0195,urban,60,0,0,0,0,oxygen_concentrator,1,0,11.5,0,3,5,17,0,0,0,0,0,0,19,concentrator_malfunction,2023,8,13,pneumonia_child,0,13,0,5,4,96.0,91.0,1,grid_unreliable,13
734,district_hospital,O2_0027,urban,77,0,0,0,0,cylinder_portable,0,0,0.2,0,5,3,10,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,6,13,COPD_exacerbation,0,13,0,2,3,106.0,16.0,1,solar,72
735,district_hospital,O2_0035,rural,104,0,0,0,0,none,0,0,2.1,0,2,4,7,0,1,0,0,0,0,1,no_oxygen_source,2024,11,10,trauma,0,10,0,5,1,216.0,18.0,1,grid_unreliable,6
736,district_hospital,O2_0100,rural,69,0,0,0,1,oxygen_concentrator,1,0,11.4,1,1,5,5,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,3,17,COPD_exacerbation,0,17,0,9,1,406.0,64.0,0,none,10
737,district_hospital,O2_0111,rural,99,0,0,0,0,cylinder_piped,1,0,2.0,0,4,2,56,0,1,0,0,1,0,0,not_applicable,2021,1,8,other_hypoxemia,3,5,1,2,0,233.0,56.0,1,grid_unreliable,7
738,district_hospital,O2_0004,urban,98,0,0,0,0,none,0,0,2.8,0,4,6,24,0,1,1,0,0,0,5,PSA_plant_breakdown,2023,12,14,neonatal_respiratory,0,14,0,5,1,345.0,12.0,0,none,9
739,district_hospital,O2_0066,rural,105,0,0,0,0,oxygen_concentrator,2,1,1.3,0,2,4,41,0,0,0,0,1,1,0,not_applicable,2024,3,10,asthma_severe,2,8,1,4,0,109.0,100.0,0,none,23
740,district_hospital,O2_0075,rural,33,0,0,0,0,LOX_bulk_tank,0,0,7.3,0,5,7,93,0,1,1,0,0,0,8,cylinder_delivery_delay,2024,11,9,COVID19_severe,0,9,0,6,1,198.0,78.0,0,grid_unreliable,9
741,district_hospital,O2_0028,rural,42,0,0,0,0,cylinder_piped,0,0,13.6,0,1,5,15,0,0,0,0,0,0,2,power_outage,2023,4,13,trauma,0,13,0,5,0,127.0,9.0,0,generator_only,6
742,district_hospital,O2_0102,urban,99,0,0,0,0,cylinder_portable,0,0,14.3,0,2,5,13,0,0,0,0,1,1,0,not_applicable,2023,4,13,pneumonia_adult,6,7,0,2,0,173.0,5.0,1,generator_only,6
743,district_hospital,O2_0018,urban,96,0,1,0,0,cylinder_piped,0,0,5.8,0,7,3,35,0,1,1,0,0,0,8,no_oxygen_source,2024,9,13,pneumonia_child,0,13,0,6,6,229.0,24.0,0,none,12
744,district_hospital,O2_0118,peri_urban,44,0,0,0,0,oxygen_concentrator,0,0,7.9,0,5,5,30,0,1,0,0,0,0,17,demand_surge,2022,11,12,COVID19_severe,0,12,0,4,4,36.0,16.0,0,grid_unreliable,18
745,district_hospital,O2_0061,rural,52,0,0,0,0,cylinder_portable,0,0,1.5,0,0,3,21,0,0,0,0,0,0,24,cylinder_delivery_delay,2022,11,16,pneumonia_adult,0,16,0,2,3,366.0,12.0,1,none,4
746,district_hospital,O2_0085,rural,115,0,0,0,0,cylinder_piped,0,0,6.2,0,2,6,122,0,0,0,0,0,0,28,cylinder_delivery_delay,2024,6,14,COVID19_severe,0,14,0,6,2,219.0,82.0,1,grid_unreliable,13
747,district_hospital,O2_0083,rural,135,0,0,0,0,cylinder_portable,0,0,11.4,0,4,3,5,0,1,0,0,0,0,23,cylinder_delivery_delay,2022,10,12,trauma,0,12,0,5,1,118.0,82.0,0,none,17
748,district_hospital,O2_0019,rural,69,0,0,0,0,oxygen_concentrator,0,0,6.0,0,3,3,9,0,0,0,0,1,1,0,not_applicable,2022,5,17,neonatal_respiratory,7,10,1,4,0,175.0,8.0,0,none,4
749,district_hospital,O2_0092,rural,58,0,0,0,0,cylinder_portable,0,0,1.7,0,1,3,36,0,1,0,0,0,0,16,funding_for_refill,2021,6,10,pneumonia_child,0,10,0,4,3,304.0,46.0,0,grid_unreliable,22
750,district_hospital,O2_0107,rural,23,0,0,0,0,cylinder_portable,0,0,0.8,0,2,7,25,0,0,0,0,0,0,11,PSA_plant_breakdown,2022,1,10,surgical_anaesthesia,0,10,0,5,3,317.0,60.0,1,none,14
751,district_hospital,O2_0153,peri_urban,80,0,0,0,0,cylinder_portable,4,1,2.6,0,5,5,9,0,1,1,1,1,1,0,not_applicable,2024,7,9,asthma_severe,3,6,0,2,0,206.0,89.0,0,generator_only,21
752,district_hospital,O2_0144,peri_urban,27,0,0,0,0,cylinder_piped,0,0,5.4,0,3,1,1,0,1,1,0,1,1,0,not_applicable,2024,9,14,COPD_exacerbation,7,7,0,4,0,242.0,123.0,0,solar,2
753,district_hospital,O2_0096,rural,67,0,0,0,0,oxygen_concentrator,2,0,1.6,0,3,5,121,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,4,15,heart_failure,0,15,0,7,8,189.0,26.0,1,grid_unreliable,8
754,district_hospital,O2_0192,rural,41,0,1,1,0,cylinder_piped,0,0,12.3,0,3,3,2,0,0,0,0,0,0,20,empty_cylinders_not_collected,2022,3,11,severe_malaria,0,11,0,3,1,77.0,4.0,1,solar,4
755,district_hospital,O2_0190,peri_urban,5,0,0,0,0,oxygen_concentrator,3,1,4.6,0,5,3,20,0,0,0,0,1,1,0,not_applicable,2024,1,15,trauma,9,6,0,3,0,287.0,4.0,0,generator_only,19
756,district_hospital,O2_0132,urban,5,0,0,0,0,oxygen_concentrator,5,0,0.1,0,4,3,105,0,1,0,0,0,0,16,empty_cylinders_not_collected,2024,3,14,sepsis,0,14,0,7,8,250.0,39.0,0,none,6
757,district_hospital,O2_0192,urban,120,0,0,0,1,LOX_bulk_tank,0,0,2.3,1,3,2,50,0,0,0,0,1,1,9,cylinder_delivery_delay,2023,9,13,pneumonia_child,8,5,0,3,0,145.0,22.0,1,solar,19
758,district_hospital,O2_0052,rural,60,0,0,0,0,cylinder_portable,0,0,4.6,0,2,0,22,0,1,1,0,0,0,30,regulator_valve_failure,2024,9,18,pneumonia_adult,0,18,0,10,1,258.0,165.0,1,grid_unreliable,2
759,district_hospital,O2_0164,peri_urban,139,0,0,0,0,none,0,0,15.7,0,5,1,32,0,1,0,0,1,1,0,not_applicable,2024,7,8,pneumonia_child,4,4,0,2,0,84.0,33.0,0,grid_unreliable,7
760,district_hospital,O2_0016,rural,14,0,0,0,0,cylinder_portable,0,0,0.7,0,0,6,16,0,0,0,0,0,0,21,concentrator_malfunction,2022,4,15,other_hypoxemia,0,15,0,5,9,126.0,50.0,0,solar,16
761,district_hospital,O2_0107,peri_urban,110,0,0,0,0,PSA_plant_onsite,4,1,3.0,0,5,6,0,1,0,0,0,0,0,19,cylinder_delivery_delay,2023,7,12,COVID19_severe,0,12,0,8,1,193.0,36.0,1,none,12
762,district_hospital,O2_0191,rural,65,0,0,0,0,cylinder_piped,3,0,0.6,0,3,5,1,0,1,1,0,1,1,0,not_applicable,2023,2,14,other_hypoxemia,3,11,0,4,0,280.0,46.0,0,solar,5
763,district_hospital,O2_0121,peri_urban,42,0,0,0,0,oxygen_concentrator,3,1,1.9,0,4,1,3,0,0,0,0,0,0,5,funding_for_refill,2022,7,6,surgical_anaesthesia,0,6,0,3,3,167.0,19.0,0,generator_only,30
764,district_hospital,O2_0045,peri_urban,106,0,0,0,0,oxygen_concentrator,1,0,4.1,0,3,3,31,0,0,0,0,0,0,20,power_outage,2024,8,17,heart_failure,0,17,0,5,5,227.0,9.0,1,solar,8
765,district_hospital,O2_0171,rural,106,0,0,0,0,none,0,0,1.1,0,1,3,0,0,1,1,0,1,0,0,not_applicable,2024,1,14,pneumonia_child,8,6,0,2,0,256.0,28.0,1,grid_unreliable,45
766,district_hospital,O2_0012,peri_urban,54,0,0,0,0,cylinder_portable,0,0,4.5,0,5,4,24,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,5,11,pneumonia_adult,0,11,0,4,1,94.0,46.0,1,none,16
767,district_hospital,O2_0085,peri_urban,56,0,1,0,0,cylinder_portable,0,0,4.7,0,1,6,68,0,0,0,0,1,1,0,not_applicable,2023,2,10,neonatal_respiratory,1,9,0,4,0,115.0,121.0,0,none,3
768,district_hospital,O2_0083,peri_urban,47,0,0,0,0,cylinder_portable,0,0,3.1,1,1,10,6,0,1,0,0,0,0,16,cylinder_delivery_delay,2023,6,16,other_hypoxemia,0,16,0,11,1,128.0,62.0,1,grid_unreliable,4
769,district_hospital,O2_0167,rural,47,0,0,0,0,cylinder_portable,0,0,5.4,0,4,2,19,0,1,1,1,0,0,30,power_outage,2023,7,11,sepsis,0,11,0,6,4,223.0,16.0,1,grid_unreliable,7
770,district_hospital,O2_0135,peri_urban,50,0,0,0,0,oxygen_concentrator,2,0,4.0,0,4,1,17,0,1,0,0,0,0,3,funding_for_refill,2024,9,13,heart_failure,0,13,0,5,4,240.0,85.0,0,grid_unreliable,2
771,district_hospital,O2_0110,rural,152,0,0,1,0,cylinder_piped,0,0,7.6,0,2,7,0,0,1,0,0,0,0,1,regulator_valve_failure,2024,2,15,severe_malaria,0,15,0,8,6,142.0,17.0,0,none,2
772,district_hospital,O2_0112,urban,52,0,0,0,0,cylinder_portable,0,0,0.5,1,4,6,4,0,0,0,0,0,0,9,cylinder_delivery_delay,2021,6,15,sepsis,0,15,0,7,6,195.0,13.0,1,grid_unreliable,43
773,district_hospital,O2_0120,peri_urban,69,0,0,0,0,oxygen_concentrator,4,3,3.4,0,1,3,36,0,1,1,0,0,0,23,power_outage,2022,10,11,COPD_exacerbation,0,11,0,5,2,139.0,11.0,1,solar,20
774,district_hospital,O2_0186,urban,5,0,0,0,0,oxygen_concentrator,1,0,15.9,0,2,1,4,0,1,1,0,0,0,5,funding_for_refill,2022,9,18,pneumonia_adult,0,18,0,6,6,121.0,23.0,1,generator_only,3
775,district_hospital,O2_0178,rural,71,0,0,0,0,oxygen_concentrator,4,2,3.8,0,0,8,31,0,0,0,0,0,0,4,no_oxygen_source,2024,10,13,COVID19_severe,0,13,0,6,8,62.0,50.0,0,grid_unreliable,18
776,district_hospital,O2_0175,rural,93,0,0,0,0,oxygen_concentrator,1,0,3.7,0,5,4,17,0,0,0,0,1,1,15,empty_cylinders_not_collected,2024,11,10,COPD_exacerbation,4,6,0,3,0,115.0,17.0,0,grid_reliable,5
777,district_hospital,O2_0057,rural,57,0,0,0,0,cylinder_portable,0,0,3.8,0,5,3,10,0,0,0,0,0,0,11,cylinder_delivery_delay,2024,6,14,neonatal_respiratory,0,14,0,5,4,183.0,35.0,1,grid_unreliable,4
778,district_hospital,O2_0058,peri_urban,131,0,0,0,1,oxygen_concentrator,1,0,3.9,1,2,7,50,0,0,0,0,0,0,4,no_oxygen_source,2023,4,12,neonatal_respiratory,0,12,0,5,2,205.0,24.0,0,grid_unreliable,2
779,district_hospital,O2_0189,urban,7,0,0,0,0,LOX_bulk_tank,0,0,0.2,0,6,4,0,0,0,0,0,0,0,6,empty_cylinders_not_collected,2022,7,6,neonatal_respiratory,0,6,0,4,1,302.0,69.0,1,generator_only,10
780,district_hospital,O2_0152,peri_urban,42,0,0,0,0,cylinder_portable,3,1,0.6,0,2,7,21,0,0,0,0,0,0,30,supplier_stockout,2023,1,20,pneumonia_child,0,20,0,7,7,185.0,11.0,1,solar,7
781,district_hospital,O2_0191,rural,53,0,0,0,0,oxygen_concentrator,0,0,13.7,0,5,2,61,0,0,0,0,1,0,0,not_applicable,2022,7,16,heart_failure,14,2,1,2,0,84.0,116.0,0,grid_unreliable,28
782,district_hospital,O2_0160,peri_urban,40,0,0,0,0,none,0,0,0.5,0,3,5,30,0,0,0,0,1,1,0,not_applicable,2022,1,12,heart_failure,5,7,0,4,0,162.0,124.0,1,solar,13
783,district_hospital,O2_0013,urban,35,0,0,1,0,LOX_bulk_tank,0,0,1.1,0,4,4,2,0,0,0,0,1,1,0,not_applicable,2022,4,13,pneumonia_child,6,7,0,3,0,245.0,1.0,0,grid_unreliable,33
784,district_hospital,O2_0196,urban,83,0,0,0,0,oxygen_concentrator,2,0,0.2,1,1,3,11,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,1,9,asthma_severe,0,9,0,4,0,208.0,49.0,1,none,7
785,district_hospital,O2_0112,rural,145,0,0,0,0,none,0,0,3.7,1,5,6,18,0,1,0,0,0,0,6,cylinder_delivery_delay,2021,7,8,pneumonia_child,0,8,0,6,2,83.0,22.0,0,none,2
786,district_hospital,O2_0151,rural,19,0,0,0,0,oxygen_concentrator,1,0,1.9,0,6,4,4,0,0,0,0,1,0,0,not_applicable,2022,9,13,pneumonia_adult,5,8,1,4,0,255.0,14.0,0,solar,35
787,district_hospital,O2_0066,peri_urban,112,0,0,0,0,oxygen_concentrator,2,0,5.1,0,3,2,37,0,0,0,0,0,0,8,supplier_stockout,2024,6,9,surgical_anaesthesia,0,9,0,6,4,204.0,47.0,1,solar,1
788,district_hospital,O2_0009,rural,107,0,0,0,0,oxygen_concentrator,3,2,4.5,0,4,3,10,0,0,0,0,1,0,0,not_applicable,2024,2,15,COPD_exacerbation,4,11,0,5,0,294.0,31.0,1,grid_reliable,5
789,district_hospital,O2_0056,rural,36,0,0,0,0,cylinder_portable,0,0,4.6,1,5,3,0,0,0,0,0,1,1,0,not_applicable,2024,9,10,COPD_exacerbation,5,5,1,2,0,186.0,11.0,1,none,6
790,district_hospital,O2_0036,rural,39,0,0,0,0,oxygen_concentrator,4,0,7.6,0,3,4,21,0,1,0,0,1,1,13,PSA_plant_breakdown,2023,8,8,pneumonia_child,2,6,1,6,0,157.0,127.0,1,grid_unreliable,23
791,district_hospital,O2_0102,rural,58,0,0,0,0,cylinder_portable,0,0,5.4,0,0,6,24,0,1,1,1,1,1,0,not_applicable,2023,10,14,severe_malaria,3,11,0,6,0,186.0,9.0,0,grid_unreliable,1
792,district_hospital,O2_0077,peri_urban,109,0,0,0,0,cylinder_portable,1,0,0.1,0,5,8,38,0,0,0,0,1,1,0,not_applicable,2022,7,15,heart_failure,6,9,0,4,0,53.0,12.0,0,grid_unreliable,19
793,district_hospital,O2_0005,peri_urban,47,0,0,0,0,oxygen_concentrator,2,0,4.6,0,6,4,1,0,1,0,0,1,1,2,power_outage,2023,11,20,pneumonia_adult,15,5,0,1,0,238.0,122.0,1,none,20
794,district_hospital,O2_0135,rural,115,0,0,0,0,cylinder_portable,0,0,7.6,0,2,3,7,0,0,0,0,1,0,0,not_applicable,2021,7,21,pneumonia_child,10,11,1,5,0,235.0,32.0,0,grid_unreliable,10
795,district_hospital,O2_0040,rural,5,0,0,0,0,cylinder_portable,0,0,0.7,0,1,4,8,0,0,0,0,1,1,0,not_applicable,2022,4,11,neonatal_respiratory,6,5,0,1,0,165.0,6.0,1,grid_unreliable,6
796,district_hospital,O2_0118,rural,13,0,0,0,0,LOX_bulk_tank,2,0,29.5,0,3,6,31,0,0,0,0,1,0,1,no_oxygen_source,2021,9,6,asthma_severe,2,4,1,1,0,64.0,11.0,0,none,20
797,district_hospital,O2_0068,peri_urban,40,0,0,0,1,cylinder_portable,0,0,5.7,1,2,6,6,0,0,0,0,0,0,4,piping_system_leak,2023,9,8,pneumonia_adult,0,8,0,2,2,279.0,38.0,1,grid_unreliable,8
798,district_hospital,O2_0064,peri_urban,19,0,0,0,0,oxygen_concentrator,1,0,3.3,0,1,5,42,0,1,1,0,0,0,1,power_outage,2021,7,13,COPD_exacerbation,0,13,0,9,4,136.0,71.0,0,solar,14
799,district_hospital,O2_0123,rural,59,0,0,0,0,cylinder_portable,2,0,1.2,0,1,7,2,0,0,0,0,0,0,8,demand_surge,2022,5,14,trauma,0,14,0,8,6,285.0,39.0,0,grid_unreliable,26
800,district_hospital,O2_0196,rural,75,0,0,0,0,cylinder_portable,0,0,0.3,0,5,1,44,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,2,14,pneumonia_child,0,14,0,5,8,219.0,26.0,1,generator_only,33
801,district_hospital,O2_0155,peri_urban,148,0,0,0,0,none,0,0,2.7,0,2,3,18,0,0,0,0,1,1,0,not_applicable,2024,7,7,severe_malaria,2,5,1,1,0,281.0,31.0,0,none,1
802,district_hospital,O2_0004,peri_urban,45,0,0,0,0,cylinder_portable,0,0,4.9,0,1,5,32,0,0,0,0,0,0,1,regulator_valve_failure,2024,7,9,surgical_anaesthesia,0,9,0,6,2,281.0,54.0,1,grid_unreliable,0
803,district_hospital,O2_0084,peri_urban,69,0,0,0,0,cylinder_piped,0,0,1.1,1,3,7,43,0,0,0,0,1,0,0,not_applicable,2023,5,9,COVID19_severe,4,5,0,1,0,155.0,6.0,0,generator_only,7
804,district_hospital,O2_0123,rural,5,0,0,0,0,oxygen_concentrator,2,0,9.9,0,2,2,8,0,0,0,0,1,1,0,not_applicable,2024,9,11,asthma_severe,2,9,0,4,0,298.0,12.0,0,none,3
805,district_hospital,O2_0135,urban,166,0,0,0,0,cylinder_portable,0,0,1.5,0,2,4,40,0,0,0,0,1,1,0,not_applicable,2024,3,10,pneumonia_adult,5,5,1,4,0,194.0,9.0,0,solar,2
806,district_hospital,O2_0034,rural,43,0,0,0,0,oxygen_concentrator,7,4,0.5,0,2,4,20,0,1,0,0,0,0,3,no_oxygen_source,2024,10,12,pneumonia_child,0,12,0,4,2,155.0,17.0,0,none,0
807,district_hospital,O2_0095,peri_urban,5,0,0,0,0,cylinder_portable,0,0,7.4,1,4,4,41,0,1,0,0,0,0,6,no_oxygen_source,2021,1,11,COVID19_severe,0,11,0,6,3,227.0,128.0,0,grid_unreliable,6
808,district_hospital,O2_0096,peri_urban,62,0,0,0,0,cylinder_piped,0,0,4.3,0,3,2,2,0,1,0,0,0,0,25,no_oxygen_source,2024,3,8,trauma,0,8,0,7,2,123.0,8.0,0,generator_only,1
809,district_hospital,O2_0001,peri_urban,138,0,0,0,0,cylinder_piped,0,0,4.1,0,1,5,77,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,2,13,pneumonia_child,0,13,0,9,1,167.0,42.0,1,generator_only,9
810,district_hospital,O2_0060,peri_urban,56,0,0,0,0,oxygen_concentrator,2,1,6.6,0,3,5,26,0,0,0,0,1,0,1,empty_cylinders_not_collected,2023,6,12,asthma_severe,7,5,1,3,0,125.0,6.0,1,grid_unreliable,3
811,district_hospital,O2_0075,rural,33,0,0,0,0,cylinder_piped,0,0,1.2,0,3,1,40,0,1,1,1,1,1,3,power_outage,2024,12,19,pneumonia_child,9,10,1,5,0,207.0,79.0,0,grid_unreliable,0
812,district_hospital,O2_0072,rural,94,0,0,0,0,oxygen_concentrator,2,0,0.7,0,3,2,1,0,0,0,0,0,0,1,piping_system_leak,2024,10,12,surgical_anaesthesia,0,12,0,7,6,383.0,48.0,0,grid_unreliable,2
813,district_hospital,O2_0071,peri_urban,91,0,0,0,0,cylinder_piped,0,0,0.6,1,3,1,1,0,0,0,0,1,1,0,not_applicable,2022,1,7,COVID19_severe,3,4,1,1,0,248.0,41.0,1,grid_unreliable,54
814,district_hospital,O2_0111,urban,46,0,0,0,0,oxygen_concentrator,3,0,6.3,0,1,2,103,0,1,1,1,0,0,6,concentrator_malfunction,2024,2,11,trauma,0,11,0,3,3,251.0,93.0,1,grid_unreliable,21
815,district_hospital,O2_0005,rural,5,0,0,0,1,cylinder_portable,1,0,0.7,1,1,3,8,0,0,0,0,1,1,0,not_applicable,2022,10,11,neonatal_respiratory,6,5,1,2,0,126.0,66.0,0,generator_only,14
816,district_hospital,O2_0112,rural,86,0,0,0,0,oxygen_concentrator,4,1,0.7,0,7,3,6,0,1,1,0,0,0,29,cylinder_delivery_delay,2023,1,11,asthma_severe,0,11,0,2,4,164.0,30.0,0,none,3
817,district_hospital,O2_0160,urban,64,0,0,0,0,cylinder_piped,0,0,0.0,0,5,7,3,0,0,0,0,0,0,17,piping_system_leak,2024,3,9,pneumonia_child,0,9,0,4,3,199.0,93.0,1,generator_only,19
818,district_hospital,O2_0131,rural,12,0,0,0,0,oxygen_concentrator,3,0,3.7,0,7,5,6,0,0,0,0,0,0,6,piping_system_leak,2024,9,11,pneumonia_adult,0,11,0,3,1,302.0,33.0,0,grid_unreliable,5
819,district_hospital,O2_0139,urban,26,0,0,0,0,cylinder_portable,2,1,1.3,0,3,3,6,0,1,1,0,1,1,0,not_applicable,2022,3,19,heart_failure,9,10,1,5,0,215.0,41.0,0,none,4
820,district_hospital,O2_0081,urban,79,0,0,0,0,none,0,0,0.7,0,2,1,2,0,0,0,0,0,0,2,power_outage,2022,9,9,COVID19_severe,0,9,0,8,1,253.0,114.0,0,grid_unreliable,19
821,district_hospital,O2_0042,urban,63,0,0,0,0,cylinder_portable,0,0,9.0,0,3,8,24,0,0,0,0,0,0,6,demand_surge,2021,8,8,other_hypoxemia,0,8,0,2,1,170.0,35.0,0,generator_only,16
822,district_hospital,O2_0160,peri_urban,80,0,0,0,0,cylinder_portable,0,0,7.5,0,0,3,29,0,1,1,0,1,1,0,not_applicable,2023,8,18,surgical_anaesthesia,10,8,0,2,0,271.0,55.0,0,grid_reliable,63
823,district_hospital,O2_0137,peri_urban,63,0,0,0,0,oxygen_concentrator,2,0,4.4,0,3,3,42,0,0,0,0,0,0,30,power_outage,2024,2,10,heart_failure,0,10,0,5,2,344.0,7.0,1,grid_unreliable,10
824,district_hospital,O2_0002,peri_urban,102,0,0,0,0,oxygen_concentrator,2,0,1.1,0,5,4,70,0,0,0,0,1,1,0,not_applicable,2022,11,11,pneumonia_child,6,5,0,1,0,261.0,41.0,1,grid_unreliable,3
825,district_hospital,O2_0158,peri_urban,95,0,0,0,0,none,0,0,0.4,0,5,2,4,0,0,0,0,0,0,1,funding_for_refill,2023,9,14,trauma,0,14,0,6,0,213.0,37.0,1,none,28
826,district_hospital,O2_0116,rural,58,0,0,0,0,cylinder_piped,0,0,0.8,0,2,6,15,0,0,0,0,0,0,21,empty_cylinders_not_collected,2023,3,18,COPD_exacerbation,0,18,0,8,12,358.0,41.0,0,generator_only,7
827,district_hospital,O2_0085,peri_urban,118,0,0,0,0,cylinder_portable,4,1,4.7,0,4,1,76,0,0,0,0,1,0,2,PSA_plant_breakdown,2024,11,17,neonatal_respiratory,11,6,0,3,0,229.0,25.0,0,grid_reliable,23
828,district_hospital,O2_0091,urban,28,0,0,0,0,cylinder_portable,2,1,0.5,0,2,9,22,0,0,0,0,0,0,8,funding_for_refill,2024,12,14,pneumonia_adult,0,14,0,6,2,132.0,6.0,0,solar,4
829,district_hospital,O2_0183,rural,65,0,0,0,0,cylinder_portable,4,2,5.5,0,3,3,19,0,0,0,0,1,1,0,not_applicable,2023,6,8,trauma,3,5,1,2,0,125.0,59.0,0,grid_reliable,0
830,district_hospital,O2_0074,urban,70,0,0,1,0,none,0,0,4.1,0,1,5,12,0,0,0,0,1,1,0,not_applicable,2023,2,27,asthma_severe,11,16,1,7,0,21.0,59.0,1,grid_unreliable,1
831,district_hospital,O2_0149,rural,74,0,0,0,0,oxygen_concentrator,4,2,5.4,1,3,4,1,0,0,0,0,1,0,5,cylinder_delivery_delay,2024,11,10,pneumonia_adult,3,7,1,0,0,334.0,5.0,0,generator_only,0
832,district_hospital,O2_0185,urban,38,0,0,0,0,cylinder_portable,1,0,1.9,0,7,3,19,0,1,0,0,0,0,30,funding_for_refill,2021,12,11,pneumonia_child,0,11,0,4,1,271.0,42.0,1,grid_unreliable,8
833,district_hospital,O2_0078,peri_urban,82,0,1,0,0,PSA_plant_onsite,0,0,18.5,0,2,3,20,1,1,1,0,1,0,0,not_applicable,2021,3,12,asthma_severe,7,5,0,3,0,85.0,82.0,0,generator_only,5
834,district_hospital,O2_0140,rural,60,0,0,0,0,oxygen_concentrator,1,0,2.7,0,1,3,38,0,0,0,0,1,1,0,not_applicable,2022,8,9,COVID19_severe,4,5,0,0,0,276.0,168.0,1,generator_only,34
835,district_hospital,O2_0064,urban,73,0,0,0,0,oxygen_concentrator,0,0,0.6,0,1,3,22,0,0,0,0,0,0,27,power_outage,2022,7,12,COPD_exacerbation,0,12,0,7,1,176.0,61.0,1,none,8
836,district_hospital,O2_0133,rural,79,0,0,0,0,cylinder_portable,0,0,1.9,0,4,4,48,0,0,0,0,1,1,0,not_applicable,2021,1,10,COVID19_severe,3,7,0,3,0,181.0,52.0,0,grid_unreliable,46
837,district_hospital,O2_0015,peri_urban,121,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,2,2,32,0,0,0,0,1,0,0,not_applicable,2022,7,14,sepsis,6,8,0,1,0,99.0,18.0,1,none,4
838,district_hospital,O2_0031,rural,105,0,0,0,0,oxygen_concentrator,2,0,10.9,0,4,5,28,0,0,0,0,1,0,9,demand_surge,2023,3,11,pneumonia_child,1,10,0,4,0,271.0,4.0,0,none,15
839,district_hospital,O2_0107,rural,58,0,0,0,0,none,0,0,22.7,0,0,3,3,0,0,0,0,1,1,0,not_applicable,2024,7,6,severe_malaria,2,4,0,3,0,226.0,5.0,1,generator_only,1
840,district_hospital,O2_0005,peri_urban,66,0,0,0,1,cylinder_piped,0,0,5.0,1,3,3,31,0,1,1,0,0,0,14,piping_system_leak,2023,1,18,COVID19_severe,0,18,0,8,3,254.0,35.0,0,none,1
841,district_hospital,O2_0066,urban,53,0,0,1,0,none,3,1,2.1,0,4,6,66,0,0,0,0,1,1,0,not_applicable,2023,1,10,severe_malaria,2,8,1,4,0,231.0,82.0,0,generator_only,15
842,district_hospital,O2_0167,urban,80,0,0,0,0,LOX_bulk_tank,0,0,2.4,0,1,1,45,0,0,0,0,1,1,0,not_applicable,2021,10,15,COVID19_severe,10,5,0,2,0,293.0,32.0,0,grid_unreliable,13
843,district_hospital,O2_0033,urban,50,0,0,0,0,none,1,0,0.5,0,1,3,1,0,0,0,0,0,0,11,power_outage,2022,4,12,surgical_anaesthesia,0,12,0,5,4,127.0,160.0,0,none,1
844,district_hospital,O2_0022,peri_urban,94,0,0,0,0,cylinder_portable,0,0,1.3,0,2,4,46,0,1,0,0,1,1,0,not_applicable,2023,4,19,sepsis,6,13,1,7,0,243.0,15.0,0,generator_only,2
845,district_hospital,O2_0072,rural,23,0,0,0,0,cylinder_portable,0,0,5.1,0,1,5,5,0,0,0,0,0,0,26,no_oxygen_source,2023,12,6,neonatal_respiratory,0,6,0,1,3,196.0,55.0,1,grid_unreliable,2
846,district_hospital,O2_0074,peri_urban,97,0,1,0,1,oxygen_concentrator,3,1,4.3,1,5,3,3,0,1,0,0,0,0,30,funding_for_refill,2022,11,8,COPD_exacerbation,0,8,0,2,1,157.0,30.0,1,grid_unreliable,42
847,district_hospital,O2_0154,peri_urban,37,0,0,1,0,oxygen_concentrator,1,0,15.1,1,5,2,0,0,0,0,0,1,1,6,concentrator_malfunction,2024,11,9,pneumonia_adult,4,5,0,1,0,134.0,99.0,0,generator_only,8
848,district_hospital,O2_0165,rural,89,0,0,0,0,cylinder_portable,0,0,1.1,0,1,9,19,0,1,0,0,1,1,0,not_applicable,2024,1,11,heart_failure,4,7,1,3,0,65.0,39.0,1,none,13
849,district_hospital,O2_0104,rural,11,0,0,0,0,cylinder_piped,0,0,13.0,1,3,5,1,0,0,0,0,1,0,0,not_applicable,2022,3,11,sepsis,7,4,0,3,0,356.0,4.0,0,none,13
850,district_hospital,O2_0001,rural,7,0,0,0,0,oxygen_concentrator,3,0,1.7,0,6,4,8,0,0,0,0,1,1,0,not_applicable,2021,10,10,neonatal_respiratory,3,7,0,2,0,219.0,48.0,0,none,0
851,district_hospital,O2_0084,peri_urban,83,0,0,0,0,oxygen_concentrator,1,0,5.2,0,1,10,52,0,0,0,0,0,0,28,cylinder_delivery_delay,2024,11,10,pneumonia_adult,0,10,0,2,1,129.0,26.0,1,grid_unreliable,0
852,district_hospital,O2_0112,rural,53,0,0,0,0,none,0,0,1.3,0,2,3,5,0,1,0,0,0,0,3,cylinder_delivery_delay,2024,7,14,pneumonia_child,0,14,0,6,3,289.0,21.0,0,grid_unreliable,0
853,district_hospital,O2_0039,rural,67,0,0,0,0,none,0,0,3.4,0,0,1,8,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,2,8,COVID19_severe,0,8,0,2,2,146.0,49.0,1,generator_only,17
854,district_hospital,O2_0160,peri_urban,65,0,0,0,0,cylinder_portable,0,0,3.0,1,4,3,14,0,0,0,0,0,0,1,power_outage,2021,2,15,COPD_exacerbation,0,15,0,10,1,147.0,68.0,0,solar,5
855,district_hospital,O2_0139,rural,33,0,0,0,0,cylinder_portable,0,0,11.6,0,1,5,11,0,0,0,0,0,0,17,concentrator_malfunction,2021,3,13,surgical_anaesthesia,0,13,0,2,6,144.0,36.0,0,grid_unreliable,6
856,district_hospital,O2_0193,peri_urban,76,0,0,0,0,oxygen_concentrator,4,0,3.4,0,3,3,3,0,0,0,0,1,1,12,cylinder_delivery_delay,2023,3,11,asthma_severe,5,6,0,1,0,211.0,5.0,0,none,16
857,district_hospital,O2_0102,urban,65,0,0,0,0,oxygen_concentrator,2,0,9.8,0,2,2,46,0,0,0,0,1,0,4,concentrator_malfunction,2023,4,14,sepsis,6,8,0,2,0,152.0,2.0,1,generator_only,8
858,district_hospital,O2_0013,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,2.3,0,1,3,23,0,1,0,0,0,0,5,concentrator_malfunction,2023,10,5,sepsis,0,5,0,0,0,92.0,4.0,0,grid_unreliable,12
859,district_hospital,O2_0109,urban,5,0,0,0,0,oxygen_concentrator,2,1,0.1,1,2,3,15,0,0,0,0,1,1,4,concentrator_malfunction,2023,11,12,heart_failure,4,8,0,2,0,372.0,4.0,0,solar,54
860,district_hospital,O2_0146,rural,54,0,0,0,0,none,0,0,3.7,0,4,6,1,0,0,0,0,1,0,1,demand_surge,2023,7,12,sepsis,6,6,0,2,0,364.0,85.0,0,solar,9
861,district_hospital,O2_0146,rural,44,0,0,0,0,oxygen_concentrator,2,1,0.5,0,3,4,13,0,1,0,0,1,1,0,not_applicable,2024,3,11,neonatal_respiratory,3,8,1,4,0,217.0,9.0,0,generator_only,37
862,district_hospital,O2_0150,peri_urban,162,0,0,0,0,oxygen_concentrator,5,1,2.3,0,2,2,17,0,1,1,0,0,0,6,regulator_valve_failure,2023,10,15,heart_failure,0,15,0,7,5,148.0,80.0,0,none,5
863,district_hospital,O2_0135,rural,32,0,0,0,0,oxygen_concentrator,4,1,3.8,0,0,1,8,0,1,1,0,1,1,4,regulator_valve_failure,2022,5,7,asthma_severe,3,4,0,1,0,271.0,20.0,1,grid_reliable,60
864,district_hospital,O2_0192,peri_urban,34,0,0,0,0,cylinder_portable,0,0,2.9,0,8,2,24,0,1,0,0,1,1,0,not_applicable,2024,5,7,heart_failure,3,4,0,2,0,111.0,26.0,1,none,71
865,district_hospital,O2_0177,rural,59,0,0,0,0,cylinder_portable,3,1,7.3,0,2,1,0,0,0,0,0,1,1,0,not_applicable,2024,3,4,surgical_anaesthesia,1,3,0,0,0,300.0,22.0,0,none,27
866,district_hospital,O2_0154,rural,125,0,0,0,0,cylinder_portable,0,0,20.9,0,2,6,18,0,0,0,0,0,0,1,power_outage,2024,1,9,pneumonia_adult,0,9,0,4,4,103.0,140.0,0,grid_unreliable,27
867,district_hospital,O2_0181,peri_urban,14,0,0,0,0,none,4,0,7.4,0,1,2,23,0,1,1,0,0,0,19,supplier_stockout,2024,10,14,pneumonia_adult,0,14,0,9,3,204.0,23.0,1,grid_unreliable,21
868,district_hospital,O2_0179,peri_urban,17,0,0,0,0,cylinder_portable,0,0,0.4,0,3,5,1,0,1,1,0,0,0,2,PSA_plant_breakdown,2024,3,12,COVID19_severe,0,12,0,3,0,67.0,36.0,1,none,6
869,district_hospital,O2_0056,rural,36,0,1,0,0,oxygen_concentrator,6,3,7.9,0,3,3,15,0,0,0,0,1,1,0,not_applicable,2024,2,13,pneumonia_child,7,6,1,4,0,178.0,28.0,0,none,33
870,district_hospital,O2_0073,urban,79,0,0,0,0,oxygen_concentrator,2,1,9.4,0,2,5,24,0,0,0,0,1,1,6,supplier_stockout,2023,9,14,COPD_exacerbation,8,6,1,1,0,98.0,12.0,0,grid_unreliable,5
871,district_hospital,O2_0142,peri_urban,21,0,0,0,0,cylinder_piped,0,0,0.2,0,2,1,46,0,0,0,0,1,1,0,not_applicable,2023,2,16,neonatal_respiratory,10,6,0,2,0,165.0,216.0,1,none,3
872,district_hospital,O2_0180,rural,56,0,0,0,0,none,0,0,2.1,0,4,2,5,0,0,0,0,1,1,0,not_applicable,2023,1,12,COPD_exacerbation,5,7,1,3,0,111.0,113.0,0,none,13
873,district_hospital,O2_0171,urban,79,0,0,1,0,oxygen_concentrator,1,0,1.5,0,2,4,7,0,0,0,0,0,0,6,demand_surge,2021,8,15,pneumonia_child,0,15,0,6,3,198.0,30.0,0,generator_only,23
874,district_hospital,O2_0057,peri_urban,76,0,0,0,0,cylinder_portable,0,0,1.2,0,0,2,11,0,1,0,0,1,1,0,not_applicable,2023,2,13,COVID19_severe,6,7,0,3,0,270.0,36.0,0,generator_only,11
875,district_hospital,O2_0060,rural,108,0,0,0,0,none,0,0,0.5,0,1,2,16,0,1,0,0,1,0,0,not_applicable,2024,6,12,COPD_exacerbation,4,8,0,8,0,62.0,23.0,1,grid_reliable,8
876,district_hospital,O2_0183,rural,57,0,0,0,0,oxygen_concentrator,2,1,19.9,0,3,2,36,0,0,0,0,0,0,22,funding_for_refill,2023,12,12,pneumonia_child,0,12,0,6,4,128.0,112.0,1,grid_unreliable,13
877,district_hospital,O2_0107,peri_urban,55,0,0,0,0,cylinder_portable,0,0,2.0,0,1,4,39,0,1,0,0,0,0,2,funding_for_refill,2024,1,17,pneumonia_adult,0,17,0,8,7,199.0,11.0,1,none,25
878,district_hospital,O2_0001,peri_urban,103,0,0,0,1,oxygen_concentrator,1,0,0.8,1,3,4,39,0,0,0,0,0,0,20,funding_for_refill,2023,1,8,trauma,0,8,0,2,2,294.0,37.0,1,solar,11
879,district_hospital,O2_0151,urban,5,0,0,0,0,cylinder_piped,0,0,1.3,0,1,4,4,0,0,0,0,0,0,6,concentrator_malfunction,2021,4,11,pneumonia_child,0,11,0,3,5,217.0,24.0,0,grid_reliable,6
880,district_hospital,O2_0134,peri_urban,120,0,0,1,0,oxygen_concentrator,3,0,3.5,0,5,4,9,0,1,0,0,1,1,3,concentrator_malfunction,2024,10,16,surgical_anaesthesia,8,8,0,4,0,146.0,15.0,0,none,5
881,district_hospital,O2_0077,peri_urban,54,0,0,0,0,oxygen_concentrator,4,2,1.2,0,3,5,7,0,1,1,0,0,0,6,demand_surge,2024,7,6,pneumonia_child,0,6,0,1,1,101.0,12.0,0,solar,53
882,district_hospital,O2_0198,rural,5,0,0,0,0,oxygen_concentrator,4,2,6.9,0,4,5,17,0,0,0,0,1,0,0,not_applicable,2022,10,6,pneumonia_child,0,6,0,1,0,218.0,58.0,1,generator_only,1
883,district_hospital,O2_0184,peri_urban,56,0,0,0,0,cylinder_piped,0,0,1.2,0,5,3,4,0,0,0,0,1,1,0,not_applicable,2023,9,16,severe_malaria,9,7,0,3,0,286.0,7.0,0,grid_unreliable,31
884,district_hospital,O2_0198,urban,89,0,0,0,0,cylinder_portable,0,0,6.4,0,1,3,1,0,0,0,0,1,1,0,not_applicable,2024,11,9,severe_malaria,4,5,1,1,0,172.0,62.0,0,grid_unreliable,10
885,district_hospital,O2_0167,peri_urban,149,0,0,0,0,cylinder_portable,0,0,1.6,0,1,4,5,0,0,0,0,1,0,0,not_applicable,2021,7,9,severe_malaria,2,7,0,3,0,260.0,57.0,1,grid_unreliable,6
886,district_hospital,O2_0049,rural,39,0,0,0,0,oxygen_concentrator,0,0,1.0,0,3,3,46,0,0,0,0,1,1,0,not_applicable,2024,6,11,asthma_severe,5,6,1,1,0,168.0,4.0,0,grid_unreliable,19
887,district_hospital,O2_0068,peri_urban,32,0,1,0,0,oxygen_concentrator,0,0,5.6,0,2,5,14,0,1,1,1,1,1,0,not_applicable,2024,8,11,pneumonia_adult,4,7,1,2,0,247.0,15.0,0,grid_reliable,48
888,district_hospital,O2_0119,peri_urban,19,0,0,0,0,LOX_bulk_tank,0,0,4.3,0,3,3,53,0,0,0,0,1,1,0,not_applicable,2021,9,10,severe_malaria,3,7,1,4,0,98.0,47.0,1,grid_unreliable,80
889,district_hospital,O2_0124,peri_urban,88,0,0,0,0,oxygen_concentrator,5,0,1.9,1,2,4,3,0,0,0,0,1,1,0,not_applicable,2024,3,9,sepsis,3,6,0,1,0,169.0,24.0,1,grid_unreliable,46
890,district_hospital,O2_0086,rural,39,0,0,0,0,oxygen_concentrator,1,0,0.1,0,4,5,8,0,1,0,0,1,1,0,not_applicable,2023,3,11,COVID19_severe,6,5,0,3,0,212.0,125.0,0,solar,15
891,district_hospital,O2_0165,peri_urban,72,0,0,1,0,oxygen_concentrator,4,1,1.0,0,1,6,37,0,0,0,0,1,0,0,not_applicable,2024,1,6,sepsis,2,4,0,2,0,181.0,5.0,0,grid_reliable,16
892,district_hospital,O2_0077,peri_urban,29,0,0,0,0,LOX_bulk_tank,0,0,1.7,0,1,4,19,0,0,0,0,0,0,3,piping_system_leak,2024,1,17,sepsis,0,17,0,9,5,218.0,25.0,0,grid_unreliable,25
893,district_hospital,O2_0177,rural,65,0,0,0,0,oxygen_concentrator,3,0,8.3,0,3,3,31,0,0,0,0,1,1,0,not_applicable,2023,9,14,pneumonia_adult,5,9,0,2,0,287.0,74.0,1,generator_only,24
894,district_hospital,O2_0032,urban,63,0,0,0,0,none,2,0,1.3,0,2,4,1,0,0,0,0,1,1,0,not_applicable,2024,2,10,pneumonia_child,1,9,0,7,0,198.0,13.0,1,none,22
895,district_hospital,O2_0045,rural,40,0,0,0,0,cylinder_piped,0,0,14.8,0,2,8,15,0,0,0,0,1,1,0,not_applicable,2023,8,9,pneumonia_child,4,5,1,1,0,65.0,86.0,0,generator_only,7
896,district_hospital,O2_0041,rural,42,0,0,0,0,oxygen_concentrator,1,0,0.1,0,5,4,1,0,0,0,0,1,1,0,not_applicable,2024,4,17,trauma,6,11,1,5,0,246.0,38.0,0,grid_unreliable,32
897,district_hospital,O2_0069,urban,42,0,0,0,0,none,0,0,15.7,0,1,0,28,0,0,0,0,0,0,3,power_outage,2023,8,12,sepsis,0,12,0,7,2,244.0,63.0,0,solar,17
898,district_hospital,O2_0163,urban,52,0,0,0,0,cylinder_portable,3,1,3.2,0,1,6,7,0,1,1,0,0,0,2,empty_cylinders_not_collected,2021,3,18,severe_malaria,0,18,0,7,5,147.0,68.0,1,generator_only,18
899,district_hospital,O2_0066,rural,72,0,1,0,1,cylinder_portable,0,0,4.4,1,1,2,3,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,7,10,sepsis,0,10,0,3,3,266.0,58.0,0,solar,2
900,district_hospital,O2_0072,peri_urban,5,0,0,0,0,none,0,0,6.7,0,2,6,45,0,0,0,0,0,0,24,supplier_stockout,2022,11,12,COVID19_severe,0,12,0,7,5,226.0,25.0,1,grid_unreliable,3
901,district_hospital,O2_0075,peri_urban,128,0,0,0,0,cylinder_portable,0,0,8.3,0,4,8,7,0,0,0,0,1,0,0,not_applicable,2022,2,16,COVID19_severe,4,12,1,3,0,130.0,8.0,1,generator_only,0
902,district_hospital,O2_0133,rural,57,0,0,0,0,none,0,0,2.1,0,4,8,21,0,0,0,0,1,0,3,power_outage,2024,3,9,trauma,3,6,1,1,0,248.0,64.0,0,none,18
903,district_hospital,O2_0186,urban,16,0,1,0,0,cylinder_piped,0,0,6.0,0,4,3,43,0,0,0,0,1,1,0,not_applicable,2024,6,13,neonatal_respiratory,2,11,0,4,0,163.0,2.0,1,grid_unreliable,34
904,district_hospital,O2_0168,peri_urban,54,0,0,0,0,cylinder_portable,0,0,2.0,0,3,7,4,0,1,1,0,1,1,0,not_applicable,2021,9,6,pneumonia_child,2,4,0,3,0,186.0,128.0,0,grid_unreliable,32
905,district_hospital,O2_0145,rural,54,0,0,0,0,none,0,0,3.1,0,0,3,14,0,0,0,0,0,0,24,regulator_valve_failure,2024,9,16,heart_failure,0,16,0,4,0,212.0,81.0,1,grid_unreliable,67
906,district_hospital,O2_0084,peri_urban,120,0,0,0,0,oxygen_concentrator,2,0,4.8,0,5,2,3,0,1,0,0,1,1,0,not_applicable,2021,4,12,pneumonia_adult,3,9,1,4,0,165.0,68.0,0,grid_unreliable,46
907,district_hospital,O2_0069,peri_urban,145,0,0,0,0,cylinder_portable,0,0,2.5,0,2,2,27,0,0,0,0,1,1,0,not_applicable,2021,8,13,sepsis,4,9,0,5,0,247.0,77.0,1,none,68
908,district_hospital,O2_0144,rural,90,0,0,0,0,cylinder_portable,0,0,12.1,0,2,6,3,0,0,0,0,1,1,0,not_applicable,2024,6,15,surgical_anaesthesia,7,8,0,5,0,313.0,30.0,0,solar,6
909,district_hospital,O2_0142,rural,87,0,0,1,0,none,0,0,4.6,0,5,3,12,0,0,0,0,0,0,12,supplier_stockout,2023,4,14,trauma,0,14,0,7,3,223.0,81.0,0,none,23
910,district_hospital,O2_0198,rural,58,0,0,0,0,oxygen_concentrator,3,3,2.7,0,2,7,23,0,1,0,0,0,0,1,power_outage,2021,4,12,asthma_severe,0,12,0,10,3,83.0,73.0,1,none,13
911,district_hospital,O2_0053,urban,35,0,0,0,0,cylinder_portable,1,0,0.6,0,1,7,7,0,0,0,0,1,1,0,not_applicable,2024,1,11,other_hypoxemia,3,8,0,3,0,262.0,39.0,0,grid_unreliable,19
912,district_hospital,O2_0173,urban,84,0,0,0,0,cylinder_portable,0,0,1.8,0,2,3,20,0,0,0,0,1,0,0,not_applicable,2024,10,13,pneumonia_adult,5,8,0,3,0,162.0,46.0,0,grid_reliable,25
913,district_hospital,O2_0073,rural,77,0,0,0,0,oxygen_concentrator,0,0,0.2,0,1,5,0,0,0,0,0,1,0,0,not_applicable,2022,6,9,sepsis,6,3,1,2,0,223.0,10.0,0,grid_reliable,0
914,district_hospital,O2_0097,peri_urban,31,0,0,0,1,oxygen_concentrator,2,0,4.8,1,3,4,32,0,0,0,0,1,1,0,not_applicable,2024,5,8,asthma_severe,4,4,0,1,0,137.0,78.0,1,none,2
915,district_hospital,O2_0149,rural,59,0,0,0,0,oxygen_concentrator,0,0,5.2,0,2,6,0,0,0,0,0,0,0,23,empty_cylinders_not_collected,2023,4,13,pneumonia_child,0,13,0,5,5,104.0,84.0,1,solar,59
916,district_hospital,O2_0015,rural,40,0,0,0,0,cylinder_portable,0,0,13.8,0,2,5,1,0,0,0,0,0,0,19,concentrator_malfunction,2023,12,9,heart_failure,0,9,0,4,3,181.0,21.0,1,grid_unreliable,0
917,district_hospital,O2_0052,rural,49,0,0,1,0,oxygen_concentrator,4,1,9.1,0,6,4,9,0,1,0,0,0,0,1,power_outage,2024,6,7,pneumonia_adult,0,7,0,4,2,272.0,34.0,0,generator_only,1
918,district_hospital,O2_0046,peri_urban,5,0,0,0,0,cylinder_piped,0,0,22.0,0,1,3,1,0,1,0,0,0,0,3,supplier_stockout,2022,10,8,sepsis,0,8,0,5,1,120.0,11.0,1,grid_reliable,26
919,district_hospital,O2_0023,rural,74,0,0,0,0,cylinder_portable,0,0,4.7,0,3,6,16,0,0,0,0,0,0,1,concentrator_malfunction,2023,6,16,neonatal_respiratory,0,16,0,7,1,243.0,49.0,0,solar,1
920,district_hospital,O2_0144,rural,86,0,0,0,0,none,0,0,2.8,1,3,4,28,0,0,0,0,0,0,8,PSA_plant_breakdown,2023,8,11,severe_malaria,0,11,0,5,3,185.0,95.0,0,grid_unreliable,3
921,district_hospital,O2_0055,urban,74,0,0,0,0,PSA_plant_onsite,0,0,6.7,0,5,3,2,1,1,1,0,1,1,0,not_applicable,2021,8,9,severe_malaria,3,6,1,3,0,284.0,97.0,0,grid_unreliable,30
922,district_hospital,O2_0027,rural,86,0,0,0,0,oxygen_concentrator,1,0,7.6,0,2,8,32,0,0,0,0,1,1,0,not_applicable,2024,5,8,pneumonia_child,3,5,0,3,0,297.0,66.0,0,grid_unreliable,7
923,district_hospital,O2_0009,peri_urban,82,0,0,0,0,none,0,0,0.9,0,3,1,14,0,0,0,0,0,0,20,cylinder_delivery_delay,2022,10,11,COVID19_severe,0,11,0,6,3,186.0,117.0,0,solar,1
924,district_hospital,O2_0188,rural,21,0,0,0,0,none,0,0,4.0,0,2,7,8,0,0,0,0,1,0,0,not_applicable,2021,3,11,pneumonia_adult,5,6,0,0,0,181.0,65.0,0,solar,9
925,district_hospital,O2_0159,rural,75,0,0,0,0,none,0,0,2.3,0,3,5,4,0,0,0,0,0,0,20,cylinder_delivery_delay,2024,8,13,pneumonia_adult,0,13,0,4,0,187.0,38.0,0,generator_only,28
926,district_hospital,O2_0173,peri_urban,47,0,0,0,0,cylinder_piped,1,0,4.9,0,4,2,1,0,0,0,0,0,0,7,concentrator_malfunction,2021,8,16,neonatal_respiratory,0,16,0,9,4,280.0,42.0,0,solar,14
927,district_hospital,O2_0157,rural,142,0,0,0,0,none,0,0,0.5,0,3,6,9,0,1,0,0,0,0,11,concentrator_malfunction,2023,8,13,pneumonia_adult,0,13,0,4,3,217.0,12.0,0,grid_unreliable,18
928,district_hospital,O2_0007,rural,75,0,0,0,0,cylinder_portable,0,0,6.5,1,2,1,82,0,1,0,0,0,0,19,concentrator_malfunction,2022,3,12,surgical_anaesthesia,0,12,0,3,3,366.0,53.0,0,grid_unreliable,43
929,district_hospital,O2_0190,peri_urban,96,0,0,0,0,cylinder_portable,0,0,5.2,0,2,1,64,0,1,1,0,0,0,13,cylinder_delivery_delay,2023,8,14,pneumonia_child,0,14,0,6,4,182.0,63.0,0,solar,38
930,district_hospital,O2_0114,rural,54,0,0,0,0,cylinder_portable,1,0,15.9,0,4,4,116,0,0,0,0,1,1,0,not_applicable,2023,12,12,asthma_severe,3,9,1,3,0,298.0,76.0,0,grid_unreliable,6
931,district_hospital,O2_0023,peri_urban,31,0,0,0,1,cylinder_piped,2,0,9.3,1,2,6,48,0,0,0,0,0,0,2,concentrator_malfunction,2024,3,12,surgical_anaesthesia,0,12,0,5,0,215.0,9.0,1,grid_unreliable,29
932,district_hospital,O2_0199,urban,78,0,0,0,0,none,0,0,17.0,0,2,3,4,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,4,14,surgical_anaesthesia,0,14,0,7,1,209.0,28.0,0,generator_only,17
933,district_hospital,O2_0095,rural,53,0,0,0,0,cylinder_portable,0,0,8.7,0,2,4,6,0,0,0,0,0,0,29,cylinder_delivery_delay,2022,2,13,neonatal_respiratory,0,13,0,5,0,299.0,10.0,1,generator_only,1
934,district_hospital,O2_0120,rural,33,0,1,0,0,cylinder_portable,0,0,12.8,0,7,6,33,0,0,0,0,0,0,9,empty_cylinders_not_collected,2022,7,14,pneumonia_child,0,14,0,8,2,212.0,43.0,1,grid_unreliable,0
935,district_hospital,O2_0197,rural,15,0,0,0,0,cylinder_portable,0,0,1.4,0,4,4,16,0,1,0,0,0,0,8,PSA_plant_breakdown,2024,3,17,surgical_anaesthesia,0,17,0,6,8,214.0,3.0,1,solar,36
936,district_hospital,O2_0174,urban,88,1,0,0,0,oxygen_concentrator,6,3,4.3,0,2,5,2,0,0,0,0,0,0,25,PSA_plant_breakdown,2024,1,9,trauma,0,9,0,6,0,167.0,48.0,1,grid_unreliable,22
937,district_hospital,O2_0192,peri_urban,87,0,0,0,0,cylinder_portable,0,0,3.7,0,1,6,9,0,0,0,0,1,1,7,power_outage,2023,6,19,neonatal_respiratory,7,12,0,7,0,213.0,10.0,1,grid_unreliable,16
938,district_hospital,O2_0111,rural,138,0,0,0,0,cylinder_portable,0,0,3.1,0,3,3,36,0,0,0,0,1,1,1,PSA_plant_breakdown,2022,7,7,pneumonia_adult,2,5,0,1,0,170.0,9.0,0,grid_unreliable,1
939,district_hospital,O2_0166,urban,110,0,0,0,0,cylinder_portable,0,0,1.3,0,0,4,21,0,1,0,0,0,0,1,piping_system_leak,2023,6,16,sepsis,0,16,0,9,2,268.0,12.0,0,solar,40
940,district_hospital,O2_0143,rural,37,0,1,0,0,cylinder_portable,0,0,2.0,0,5,2,32,0,0,0,0,0,0,30,supplier_stockout,2024,9,6,severe_malaria,0,6,0,4,2,175.0,33.0,0,grid_unreliable,9
941,district_hospital,O2_0116,urban,25,0,0,0,0,cylinder_piped,0,0,3.1,0,4,6,24,0,0,0,0,1,1,5,cylinder_delivery_delay,2024,4,15,surgical_anaesthesia,10,5,0,2,0,215.0,74.0,1,generator_only,2
942,district_hospital,O2_0106,rural,23,0,0,0,0,cylinder_portable,0,0,2.9,0,4,6,1,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,11,10,COVID19_severe,0,10,0,4,1,216.0,44.0,0,none,10
943,district_hospital,O2_0071,rural,9,0,0,0,0,cylinder_portable,0,0,15.6,0,2,5,2,0,1,0,0,0,0,13,cylinder_delivery_delay,2022,10,9,COVID19_severe,0,9,0,3,3,221.0,80.0,0,generator_only,60
944,district_hospital,O2_0150,peri_urban,5,0,0,0,0,none,1,0,1.3,0,2,2,11,0,1,1,0,1,1,0,not_applicable,2024,10,15,surgical_anaesthesia,4,11,1,5,0,267.0,36.0,0,solar,13
945,district_hospital,O2_0129,rural,62,0,0,0,0,none,0,0,1.2,0,3,5,37,0,0,0,0,1,0,7,empty_cylinders_not_collected,2024,11,12,pneumonia_child,5,7,0,2,0,245.0,1.0,0,grid_reliable,23
946,district_hospital,O2_0151,urban,60,1,0,0,0,oxygen_concentrator,1,0,6.1,0,6,2,18,0,0,0,0,0,0,12,cylinder_delivery_delay,2023,11,9,pneumonia_child,0,9,0,6,2,148.0,25.0,0,none,17
947,district_hospital,O2_0102,peri_urban,67,0,0,0,0,none,0,0,6.0,0,0,3,49,0,0,0,0,1,0,0,not_applicable,2021,2,13,COPD_exacerbation,6,7,1,5,0,322.0,87.0,1,grid_unreliable,9
948,district_hospital,O2_0060,urban,107,0,1,0,0,oxygen_concentrator,1,0,5.7,0,2,7,18,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,3,15,sepsis,0,15,0,6,5,103.0,23.0,0,none,2
949,district_hospital,O2_0132,urban,124,0,0,0,0,cylinder_piped,0,0,3.0,0,1,2,58,0,0,0,0,1,1,0,not_applicable,2024,9,8,pneumonia_child,2,6,0,3,0,187.0,15.0,0,none,6
950,district_hospital,O2_0051,rural,24,0,1,0,0,cylinder_portable,0,0,6.0,1,2,3,74,0,0,0,0,1,1,0,not_applicable,2023,9,10,trauma,4,6,1,2,0,172.0,61.0,0,none,1
951,district_hospital,O2_0180,rural,41,0,0,0,0,cylinder_portable,2,0,2.1,0,6,8,26,0,0,0,0,0,0,20,demand_surge,2024,1,14,asthma_severe,0,14,0,5,0,408.0,2.0,0,none,0
952,district_hospital,O2_0130,rural,100,0,0,0,1,cylinder_portable,0,0,4.2,1,3,4,5,0,0,0,0,1,1,0,not_applicable,2024,2,6,COVID19_severe,3,3,0,3,0,248.0,101.0,0,none,4
953,district_hospital,O2_0049,peri_urban,125,0,0,1,0,oxygen_concentrator,2,0,14.0,0,2,7,55,0,1,0,0,0,0,6,cylinder_delivery_delay,2021,8,16,COVID19_severe,0,16,0,9,4,118.0,4.0,0,grid_reliable,2
954,district_hospital,O2_0023,rural,38,0,0,0,0,cylinder_piped,0,0,3.1,0,3,3,32,0,0,0,0,1,0,0,not_applicable,2021,4,20,heart_failure,6,14,0,5,0,170.0,19.0,0,grid_unreliable,3
955,district_hospital,O2_0137,rural,79,0,0,0,0,none,0,0,0.3,0,1,3,7,0,1,1,0,1,0,0,not_applicable,2022,7,11,pneumonia_child,6,5,0,3,0,165.0,85.0,1,none,49
956,district_hospital,O2_0060,rural,47,0,0,0,0,oxygen_concentrator,1,0,0.7,0,3,4,3,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,1,12,neonatal_respiratory,0,12,0,4,4,303.0,62.0,0,grid_unreliable,40
957,district_hospital,O2_0071,rural,75,0,0,0,0,oxygen_concentrator,2,0,0.0,0,0,3,44,0,0,0,0,0,0,8,concentrator_malfunction,2021,6,12,surgical_anaesthesia,0,12,0,4,3,119.0,51.0,0,none,18
958,district_hospital,O2_0129,peri_urban,66,0,0,0,1,cylinder_piped,0,0,16.9,1,4,3,25,0,0,0,0,1,1,0,not_applicable,2024,11,18,heart_failure,8,10,0,3,0,176.0,28.0,1,solar,13
959,district_hospital,O2_0033,rural,163,0,0,0,0,cylinder_piped,0,0,11.9,0,4,3,2,0,0,0,0,1,1,0,not_applicable,2022,12,16,COVID19_severe,6,10,0,4,0,133.0,25.0,1,grid_unreliable,22
960,district_hospital,O2_0066,peri_urban,45,0,0,0,0,oxygen_concentrator,2,0,0.6,0,5,5,29,0,0,0,0,1,0,2,demand_surge,2021,11,11,neonatal_respiratory,4,7,0,5,0,271.0,8.0,0,solar,12
961,district_hospital,O2_0059,rural,44,0,0,1,0,none,0,0,19.5,0,3,5,11,0,0,0,0,0,0,1,PSA_plant_breakdown,2024,4,22,pneumonia_child,0,22,0,9,6,148.0,92.0,1,none,11
962,district_hospital,O2_0132,peri_urban,54,0,0,0,0,cylinder_portable,0,0,7.3,0,4,5,2,0,0,0,0,1,1,0,not_applicable,2023,10,8,pneumonia_adult,3,5,1,1,0,251.0,51.0,1,grid_unreliable,7
963,district_hospital,O2_0185,urban,48,0,0,0,1,none,0,0,4.9,1,6,3,4,0,1,0,0,1,1,7,PSA_plant_breakdown,2022,11,12,neonatal_respiratory,5,7,0,4,0,195.0,30.0,0,generator_only,20
964,district_hospital,O2_0118,rural,48,0,0,0,0,oxygen_concentrator,2,0,1.2,0,2,1,9,0,0,0,0,1,1,0,not_applicable,2022,6,13,sepsis,5,8,1,4,0,97.0,43.0,0,generator_only,32
965,district_hospital,O2_0163,rural,43,0,0,0,0,cylinder_portable,0,0,12.5,0,3,3,25,0,1,0,0,0,0,1,power_outage,2023,2,17,COVID19_severe,0,17,0,7,2,129.0,106.0,0,none,14
966,district_hospital,O2_0196,peri_urban,40,0,1,0,0,cylinder_portable,0,0,0.2,0,3,3,5,0,0,0,0,0,0,19,cylinder_delivery_delay,2022,3,11,severe_malaria,0,11,0,2,3,153.0,53.0,0,none,11
967,district_hospital,O2_0043,rural,50,0,0,0,0,oxygen_concentrator,3,1,4.0,0,2,4,44,0,1,1,0,1,0,0,not_applicable,2021,12,13,asthma_severe,4,9,1,2,0,200.0,39.0,0,grid_unreliable,36
968,district_hospital,O2_0101,peri_urban,139,0,0,0,0,oxygen_concentrator,1,0,4.8,0,3,2,35,0,0,0,0,0,0,11,concentrator_malfunction,2022,10,9,heart_failure,0,9,0,5,4,170.0,93.0,0,solar,18
969,district_hospital,O2_0192,rural,93,0,0,0,0,LOX_bulk_tank,0,0,0.7,0,2,4,20,0,0,0,0,1,0,0,not_applicable,2021,5,20,pneumonia_adult,8,12,0,6,0,106.0,49.0,0,grid_unreliable,8
970,district_hospital,O2_0085,rural,44,0,0,0,1,oxygen_concentrator,2,0,3.1,1,4,4,17,0,0,0,0,1,1,0,not_applicable,2021,4,16,pneumonia_child,10,6,1,4,0,156.0,136.0,0,grid_unreliable,55
971,district_hospital,O2_0170,rural,38,0,0,0,0,none,0,0,10.9,0,3,5,7,0,0,0,0,1,1,0,not_applicable,2023,10,12,sepsis,7,5,1,2,0,19.0,3.0,1,grid_reliable,5
972,district_hospital,O2_0185,rural,10,0,0,0,0,none,0,0,12.8,0,5,5,11,0,0,0,0,1,1,0,not_applicable,2024,2,8,neonatal_respiratory,3,5,1,2,0,208.0,69.0,1,solar,27
973,district_hospital,O2_0019,rural,81,0,0,0,0,none,3,0,4.3,0,5,0,29,0,0,0,0,1,0,0,not_applicable,2021,8,9,asthma_severe,3,6,0,1,0,389.0,55.0,0,solar,4
974,district_hospital,O2_0035,rural,74,0,0,1,0,cylinder_piped,0,0,0.1,0,2,3,14,0,0,0,0,1,1,1,demand_surge,2024,5,5,pneumonia_child,1,4,0,0,0,200.0,64.0,0,grid_unreliable,7
975,district_hospital,O2_0008,rural,32,0,0,0,0,oxygen_concentrator,2,1,0.1,0,6,7,1,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,2,10,COPD_exacerbation,0,10,0,3,1,187.0,2.0,1,generator_only,12
976,district_hospital,O2_0182,peri_urban,85,0,0,0,0,cylinder_portable,0,0,1.2,0,2,7,18,0,0,0,0,0,0,15,cylinder_delivery_delay,2021,3,16,surgical_anaesthesia,0,16,0,6,3,184.0,3.0,1,grid_reliable,5
977,district_hospital,O2_0064,urban,56,0,0,0,0,PSA_plant_onsite,0,0,4.6,0,3,7,90,0,0,0,0,1,1,0,not_applicable,2022,10,8,COVID19_severe,2,6,0,4,0,0.0,9.0,0,grid_reliable,7
978,district_hospital,O2_0054,rural,48,0,0,0,0,cylinder_portable,0,0,4.6,0,1,6,36,0,0,0,0,0,0,14,cylinder_delivery_delay,2022,3,14,surgical_anaesthesia,0,14,0,8,3,194.0,29.0,0,grid_unreliable,22
979,district_hospital,O2_0007,peri_urban,22,0,0,0,0,oxygen_concentrator,3,1,4.3,0,0,7,79,0,1,1,0,1,0,0,not_applicable,2023,3,10,other_hypoxemia,4,6,0,2,0,187.0,15.0,0,grid_reliable,1
980,district_hospital,O2_0080,rural,34,0,0,0,0,none,0,0,15.5,0,3,3,32,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,3,11,pneumonia_adult,0,11,0,8,4,193.0,49.0,0,generator_only,0
981,district_hospital,O2_0033,rural,87,0,0,0,0,none,0,0,5.1,0,3,6,8,0,1,0,0,0,0,15,power_outage,2021,8,11,COPD_exacerbation,0,11,0,4,6,143.0,31.0,0,solar,19
982,district_hospital,O2_0151,urban,10,0,0,0,0,oxygen_concentrator,3,0,3.3,0,2,3,21,0,0,0,0,1,1,0,not_applicable,2023,3,12,asthma_severe,6,6,1,1,0,128.0,109.0,1,generator_only,16
983,district_hospital,O2_0141,rural,100,0,0,0,0,oxygen_concentrator,3,1,1.4,0,3,5,11,0,0,0,0,0,0,18,empty_cylinders_not_collected,2024,5,15,pneumonia_child,0,15,0,8,1,141.0,1.0,0,grid_reliable,8
984,district_hospital,O2_0058,rural,107,0,0,0,1,oxygen_concentrator,0,0,4.3,1,1,8,26,0,0,0,0,1,1,4,supplier_stockout,2021,3,13,neonatal_respiratory,2,11,0,3,0,195.0,12.0,0,grid_unreliable,37
985,district_hospital,O2_0132,rural,5,0,0,0,0,cylinder_portable,0,0,0.1,1,1,3,13,0,1,1,0,0,0,1,cylinder_delivery_delay,2023,8,13,severe_malaria,0,13,0,5,1,85.0,68.0,1,grid_reliable,0
986,district_hospital,O2_0132,peri_urban,66,0,0,0,0,cylinder_portable,0,0,6.2,1,3,8,13,0,0,0,0,0,0,14,concentrator_malfunction,2024,2,14,heart_failure,0,14,0,8,6,192.0,17.0,0,grid_unreliable,18
987,district_hospital,O2_0049,peri_urban,5,0,0,0,0,LOX_bulk_tank,0,0,0.5,1,4,8,41,0,1,1,0,0,0,11,piping_system_leak,2022,3,12,severe_malaria,0,12,0,6,3,271.0,206.0,0,none,18
988,district_hospital,O2_0143,peri_urban,48,1,0,0,0,PSA_plant_onsite,0,0,3.0,0,2,5,15,1,1,0,0,1,0,0,not_applicable,2024,9,6,pneumonia_adult,2,4,0,4,0,274.0,10.0,0,grid_unreliable,1
989,district_hospital,O2_0149,peri_urban,32,0,0,0,0,cylinder_piped,0,0,5.4,0,3,5,24,0,0,0,0,1,1,0,not_applicable,2024,5,17,neonatal_respiratory,6,11,1,5,0,142.0,4.0,0,none,2
990,district_hospital,O2_0104,peri_urban,62,0,0,0,0,cylinder_portable,0,0,16.3,0,2,8,38,0,0,0,0,0,0,17,power_outage,2023,9,5,pneumonia_child,0,5,0,3,1,200.0,34.0,1,none,8
991,district_hospital,O2_0066,urban,46,0,0,0,0,none,0,0,4.4,1,4,7,14,0,1,1,1,0,0,6,cylinder_delivery_delay,2024,9,7,COVID19_severe,0,7,0,3,0,306.0,7.0,1,generator_only,6
992,district_hospital,O2_0127,rural,69,0,0,0,0,cylinder_piped,0,0,5.3,0,1,5,25,0,1,0,0,1,1,0,not_applicable,2024,12,12,pneumonia_child,6,6,0,4,0,182.0,8.0,0,grid_unreliable,21
993,district_hospital,O2_0104,rural,5,0,0,0,0,cylinder_piped,0,0,10.5,0,2,1,55,0,0,0,0,1,0,0,not_applicable,2023,3,9,asthma_severe,3,6,0,2,0,276.0,62.0,1,grid_reliable,24
994,district_hospital,O2_0180,rural,22,0,0,1,0,none,0,0,7.0,0,1,3,27,0,1,0,0,0,0,1,no_oxygen_source,2024,5,12,asthma_severe,0,12,0,7,4,74.0,35.0,0,solar,1
995,district_hospital,O2_0017,peri_urban,60,0,0,0,0,cylinder_piped,0,0,0.0,0,4,8,5,0,0,0,0,1,1,0,not_applicable,2022,6,6,other_hypoxemia,4,2,0,1,0,33.0,5.0,1,grid_unreliable,8
996,district_hospital,O2_0180,peri_urban,49,0,0,0,0,oxygen_concentrator,5,2,2.8,0,3,3,2,0,1,0,0,0,0,6,power_outage,2022,10,16,heart_failure,0,16,0,5,1,215.0,190.0,0,none,23
997,district_hospital,O2_0183,rural,26,0,0,0,0,cylinder_piped,0,0,4.9,0,4,8,38,0,0,0,0,1,0,0,not_applicable,2022,2,6,COVID19_severe,2,4,0,2,0,277.0,13.0,0,grid_unreliable,14
998,district_hospital,O2_0073,urban,39,0,0,0,0,oxygen_concentrator,3,1,7.2,0,2,2,10,0,0,0,0,0,0,1,funding_for_refill,2022,6,13,heart_failure,0,13,0,7,3,119.0,99.0,0,grid_unreliable,9
999,district_hospital,O2_0134,peri_urban,45,0,0,0,0,oxygen_concentrator,3,1,18.5,0,1,4,26,0,0,0,0,0,0,11,regulator_valve_failure,2024,12,14,COVID19_severe,0,14,0,7,6,150.0,69.0,0,generator_only,8
1000,district_hospital,O2_0112,urban,16,0,0,0,0,oxygen_concentrator,1,0,5.3,0,5,8,4,0,1,1,0,1,1,0,not_applicable,2023,4,17,COVID19_severe,6,11,1,5,0,335.0,33.0,0,none,12
1001,district_hospital,O2_0059,rural,12,0,0,0,0,cylinder_portable,0,0,0.9,1,2,7,3,0,0,0,0,1,1,0,not_applicable,2024,10,11,neonatal_respiratory,7,4,0,3,0,165.0,30.0,1,grid_unreliable,27
1002,district_hospital,O2_0040,urban,90,0,0,0,0,none,0,0,7.1,0,5,5,4,0,1,0,0,0,0,4,piping_system_leak,2024,10,6,pneumonia_child,0,6,0,3,2,224.0,46.0,0,grid_unreliable,26
1003,district_hospital,O2_0023,peri_urban,88,0,0,0,0,cylinder_portable,0,0,1.8,0,3,5,52,0,1,0,0,0,0,12,power_outage,2022,5,11,trauma,0,11,0,4,0,174.0,42.0,0,grid_reliable,22
1004,district_hospital,O2_0037,peri_urban,71,0,0,0,0,oxygen_concentrator,3,0,2.3,0,1,1,20,0,0,0,0,1,1,1,supplier_stockout,2023,3,15,pneumonia_child,6,9,1,3,0,362.0,86.0,0,none,4
1005,district_hospital,O2_0064,rural,62,0,0,0,0,oxygen_concentrator,0,0,8.9,0,1,2,0,0,0,0,0,1,0,0,not_applicable,2023,3,8,pneumonia_child,3,5,0,4,0,27.0,27.0,0,grid_reliable,4
1006,district_hospital,O2_0099,peri_urban,114,0,0,0,0,cylinder_portable,0,0,1.7,0,3,5,54,0,0,0,0,0,0,30,demand_surge,2022,7,14,asthma_severe,0,14,0,6,3,173.0,5.0,0,grid_unreliable,19
1007,district_hospital,O2_0023,urban,117,0,0,0,0,none,0,0,2.8,0,8,3,21,0,0,0,0,1,1,0,not_applicable,2021,9,7,trauma,2,5,1,1,0,218.0,192.0,0,grid_unreliable,1
1008,district_hospital,O2_0042,rural,111,0,0,0,0,cylinder_portable,3,1,2.7,1,1,7,35,0,1,0,0,0,0,30,concentrator_malfunction,2023,8,13,sepsis,0,13,0,5,4,180.0,60.0,0,grid_unreliable,10
1009,district_hospital,O2_0185,urban,57,0,0,0,0,oxygen_concentrator,0,0,0.9,1,5,3,44,0,0,0,0,1,1,0,not_applicable,2022,12,12,neonatal_respiratory,7,5,0,1,0,188.0,109.0,1,grid_unreliable,13
1010,district_hospital,O2_0149,rural,91,0,0,0,0,LOX_bulk_tank,0,0,7.9,1,2,4,65,0,0,0,0,1,1,0,not_applicable,2023,11,14,COVID19_severe,8,6,0,3,0,221.0,33.0,0,grid_unreliable,8
1011,district_hospital,O2_0124,rural,98,0,0,0,0,LOX_bulk_tank,0,0,0.7,0,3,4,15,0,1,1,0,1,0,0,not_applicable,2024,1,12,trauma,2,10,0,2,0,232.0,13.0,1,generator_only,9
1012,district_hospital,O2_0002,rural,5,0,0,0,0,none,3,1,3.7,0,4,6,32,0,0,0,0,1,1,0,not_applicable,2022,8,14,pneumonia_child,7,7,0,4,0,181.0,19.0,1,solar,10
1013,district_hospital,O2_0167,peri_urban,58,0,0,0,0,none,0,0,3.2,0,2,4,16,0,0,0,0,1,1,0,not_applicable,2022,8,13,sepsis,2,11,1,3,0,175.0,14.0,0,solar,18
1014,district_hospital,O2_0111,peri_urban,85,1,0,0,0,oxygen_concentrator,1,0,0.2,0,4,3,39,0,0,0,0,1,0,0,not_applicable,2024,8,9,pneumonia_child,2,7,1,3,0,171.0,6.0,0,generator_only,18
1015,district_hospital,O2_0164,rural,56,0,0,0,0,none,0,0,8.1,0,1,5,1,0,1,0,0,0,0,28,cylinder_delivery_delay,2024,6,15,surgical_anaesthesia,0,15,0,6,3,170.0,38.0,1,none,2
1016,district_hospital,O2_0195,rural,49,0,0,0,0,none,0,0,13.4,0,1,2,10,0,0,0,0,0,0,21,cylinder_delivery_delay,2022,10,11,pneumonia_child,0,11,0,6,2,242.0,15.0,1,grid_unreliable,4
1017,district_hospital,O2_0121,rural,12,0,0,0,0,oxygen_concentrator,2,1,4.2,0,2,3,43,0,0,0,0,1,0,3,funding_for_refill,2022,3,10,neonatal_respiratory,4,6,0,4,0,243.0,35.0,1,none,14
1018,district_hospital,O2_0116,rural,5,0,0,0,0,none,0,0,1.8,0,0,3,10,0,0,0,0,1,1,0,not_applicable,2022,1,8,severe_malaria,0,8,0,5,0,249.0,2.0,0,none,12
1019,district_hospital,O2_0142,rural,96,0,1,0,0,oxygen_concentrator,2,0,7.9,1,3,3,14,0,0,0,0,0,0,1,concentrator_malfunction,2021,5,12,sepsis,0,12,0,5,0,124.0,58.0,1,grid_unreliable,4
1020,district_hospital,O2_0094,peri_urban,47,0,0,0,0,cylinder_portable,0,0,0.4,0,7,6,101,0,1,0,0,1,0,14,cylinder_delivery_delay,2022,11,16,pneumonia_adult,4,12,1,4,0,172.0,22.0,1,none,21
1021,district_hospital,O2_0035,peri_urban,5,0,0,0,0,cylinder_piped,3,1,1.0,0,3,5,9,0,0,0,0,1,1,4,funding_for_refill,2023,4,10,severe_malaria,3,7,0,4,0,404.0,28.0,0,generator_only,3
1022,district_hospital,O2_0175,urban,93,0,0,0,0,oxygen_concentrator,0,0,4.6,0,6,6,65,0,1,0,0,0,0,13,power_outage,2023,10,13,trauma,0,13,0,6,4,248.0,8.0,0,generator_only,16
1023,district_hospital,O2_0062,rural,139,0,0,0,0,oxygen_concentrator,0,0,2.4,0,4,5,3,0,0,0,0,0,0,13,supplier_stockout,2023,2,13,severe_malaria,0,13,0,7,1,218.0,82.0,0,grid_unreliable,11
1024,district_hospital,O2_0042,rural,58,0,0,0,0,cylinder_portable,0,0,0.1,0,1,3,43,0,0,0,0,0,0,7,demand_surge,2024,10,14,other_hypoxemia,0,14,0,8,1,190.0,96.0,1,generator_only,21
1025,district_hospital,O2_0032,peri_urban,60,0,0,0,0,cylinder_portable,0,0,6.3,0,6,6,50,0,0,0,0,1,1,0,not_applicable,2023,5,8,pneumonia_child,3,5,0,3,0,258.0,54.0,1,generator_only,1
1026,district_hospital,O2_0196,urban,63,0,0,0,0,cylinder_portable,0,0,0.4,1,4,5,3,0,1,0,0,0,0,15,regulator_valve_failure,2022,12,16,heart_failure,0,16,0,6,6,350.0,127.0,1,solar,22
1027,district_hospital,O2_0052,rural,89,0,0,0,0,cylinder_piped,0,0,4.1,0,4,7,57,0,1,0,0,1,1,14,power_outage,2024,1,13,COVID19_severe,5,8,1,4,0,68.0,18.0,1,grid_unreliable,2
1028,district_hospital,O2_0069,peri_urban,37,0,0,0,0,oxygen_concentrator,1,0,1.7,0,5,4,2,0,1,0,0,1,1,10,funding_for_refill,2023,8,15,pneumonia_child,5,10,0,4,0,208.0,21.0,1,none,12
1029,district_hospital,O2_0142,rural,67,0,0,0,0,cylinder_portable,1,0,4.9,0,3,3,30,0,0,0,0,1,1,0,not_applicable,2023,6,5,COVID19_severe,2,3,1,1,0,160.0,16.0,0,generator_only,45
1030,district_hospital,O2_0179,peri_urban,86,0,0,0,1,cylinder_portable,0,0,4.8,1,2,2,11,0,1,1,0,0,0,30,funding_for_refill,2024,12,17,pneumonia_child,0,17,0,6,5,307.0,117.0,0,none,4
1031,district_hospital,O2_0155,urban,20,0,0,0,0,cylinder_portable,0,0,3.5,0,4,2,28,0,0,0,0,0,0,16,power_outage,2022,11,14,other_hypoxemia,0,14,0,6,4,212.0,16.0,1,grid_reliable,18
1032,district_hospital,O2_0122,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.5,0,1,2,18,0,1,0,0,1,1,0,not_applicable,2023,1,13,pneumonia_child,4,9,0,5,0,140.0,27.0,0,none,44
1033,district_hospital,O2_0043,urban,55,0,0,0,0,oxygen_concentrator,3,2,6.0,0,5,4,38,0,0,0,0,0,0,21,concentrator_malfunction,2022,12,11,neonatal_respiratory,0,11,0,4,1,153.0,30.0,1,none,48
1034,district_hospital,O2_0163,urban,19,0,0,0,0,cylinder_portable,0,0,2.0,0,4,2,45,0,0,0,0,0,0,1,power_outage,2021,12,12,pneumonia_child,0,12,0,7,5,267.0,13.0,0,solar,0
1035,district_hospital,O2_0182,peri_urban,5,0,0,0,0,oxygen_concentrator,3,1,5.7,0,3,1,2,0,1,1,0,0,0,2,cylinder_delivery_delay,2022,8,13,pneumonia_child,0,13,0,7,4,133.0,40.0,1,grid_unreliable,7
1036,district_hospital,O2_0141,peri_urban,57,0,0,0,0,cylinder_portable,0,0,0.2,1,3,5,14,0,0,0,0,0,0,8,cylinder_delivery_delay,2021,1,15,pneumonia_child,0,15,0,10,5,288.0,115.0,0,grid_unreliable,1
1037,district_hospital,O2_0144,peri_urban,99,0,1,0,0,cylinder_portable,0,0,5.8,0,2,3,0,0,0,0,0,0,0,3,power_outage,2024,6,12,pneumonia_adult,0,12,0,3,3,321.0,5.0,1,grid_unreliable,11
1038,district_hospital,O2_0166,rural,34,0,0,0,0,none,5,1,0.4,0,3,3,5,0,1,0,0,1,1,1,power_outage,2022,5,17,severe_malaria,9,8,0,4,0,346.0,94.0,0,none,4
1039,district_hospital,O2_0149,peri_urban,55,0,0,0,0,LOX_bulk_tank,0,0,2.0,0,3,1,20,0,0,0,0,1,1,1,funding_for_refill,2024,2,10,pneumonia_child,7,3,1,2,0,87.0,2.0,1,grid_unreliable,6
1040,district_hospital,O2_0090,urban,154,0,0,0,0,oxygen_concentrator,3,0,11.9,1,4,4,5,0,1,1,1,0,0,10,demand_surge,2021,10,16,heart_failure,0,16,0,9,4,208.0,53.0,1,grid_reliable,18
1041,district_hospital,O2_0184,rural,5,0,0,0,1,none,0,0,1.2,1,4,3,19,0,0,0,0,1,1,0,not_applicable,2024,10,18,surgical_anaesthesia,11,7,0,1,0,307.0,101.0,1,none,3
1042,district_hospital,O2_0161,rural,83,0,0,1,0,none,0,0,2.1,0,1,4,21,0,0,0,0,0,0,6,PSA_plant_breakdown,2024,1,14,asthma_severe,0,14,0,6,3,159.0,103.0,1,none,2
1043,district_hospital,O2_0130,rural,6,0,0,0,0,none,3,0,3.6,0,0,8,71,0,0,0,0,0,0,12,empty_cylinders_not_collected,2022,4,11,surgical_anaesthesia,0,11,0,4,4,152.0,40.0,0,grid_unreliable,25
1044,district_hospital,O2_0165,urban,80,0,0,0,0,oxygen_concentrator,5,0,2.7,0,5,4,6,0,1,0,0,1,1,0,not_applicable,2023,6,15,pneumonia_child,4,11,0,4,0,174.0,38.0,0,solar,9
1045,district_hospital,O2_0016,rural,77,0,0,0,0,oxygen_concentrator,5,1,3.6,0,3,8,16,0,0,0,0,0,0,30,demand_surge,2023,11,19,neonatal_respiratory,0,19,0,8,2,346.0,178.0,0,none,5
1046,district_hospital,O2_0112,rural,80,0,0,0,0,cylinder_portable,0,0,1.2,0,1,2,36,0,1,0,0,0,0,2,cylinder_delivery_delay,2022,7,17,surgical_anaesthesia,0,17,0,11,11,65.0,116.0,0,grid_unreliable,17
1047,district_hospital,O2_0008,peri_urban,70,0,0,0,0,cylinder_portable,1,0,5.4,0,4,1,23,0,0,0,0,1,1,1,demand_surge,2023,9,17,severe_malaria,9,8,1,4,0,156.0,3.0,1,generator_only,1
1048,district_hospital,O2_0098,rural,60,0,0,0,0,LOX_bulk_tank,0,0,0.7,0,5,5,12,0,0,0,0,1,1,0,not_applicable,2024,10,10,COVID19_severe,5,5,0,2,0,174.0,26.0,1,grid_unreliable,14
1049,district_hospital,O2_0020,peri_urban,142,0,0,0,0,cylinder_portable,0,0,18.2,0,2,4,16,0,1,0,0,1,0,0,not_applicable,2021,10,16,trauma,6,10,1,8,0,239.0,44.0,1,grid_unreliable,5
1050,district_hospital,O2_0146,peri_urban,47,0,0,0,0,cylinder_portable,0,0,2.0,0,3,2,3,0,0,0,0,1,1,0,not_applicable,2024,1,16,COPD_exacerbation,3,13,0,5,0,269.0,25.0,1,none,54
1051,district_hospital,O2_0107,urban,38,0,0,0,0,cylinder_piped,0,0,17.4,0,4,7,3,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,7,11,pneumonia_adult,0,11,0,2,6,271.0,2.0,0,generator_only,28
1052,district_hospital,O2_0151,rural,108,0,0,0,0,cylinder_piped,0,0,14.4,0,1,5,9,0,1,0,0,0,0,16,cylinder_delivery_delay,2024,10,10,heart_failure,0,10,0,5,1,187.0,6.0,0,generator_only,4
1053,district_hospital,O2_0109,peri_urban,116,0,0,0,0,cylinder_portable,4,2,6.0,0,2,7,86,0,1,0,0,1,1,2,concentrator_malfunction,2024,1,5,asthma_severe,2,3,0,2,0,235.0,29.0,1,grid_reliable,3
1054,district_hospital,O2_0079,rural,46,0,0,0,0,cylinder_portable,0,0,5.2,0,3,2,13,0,1,1,0,0,0,2,no_oxygen_source,2023,7,9,sepsis,0,9,0,4,2,236.0,18.0,1,grid_unreliable,26
1055,district_hospital,O2_0177,peri_urban,80,0,0,0,0,cylinder_portable,0,0,0.4,0,1,2,33,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,11,14,surgical_anaesthesia,0,14,0,4,8,228.0,67.0,0,none,4
1056,district_hospital,O2_0060,peri_urban,44,0,0,0,0,cylinder_portable,0,0,6.0,0,2,3,14,0,0,0,0,0,0,8,empty_cylinders_not_collected,2022,2,13,trauma,0,13,0,10,1,175.0,42.0,1,none,3
1057,district_hospital,O2_0113,urban,56,0,0,0,0,oxygen_concentrator,1,0,15.8,0,6,1,19,0,1,0,0,0,0,8,PSA_plant_breakdown,2023,9,12,trauma,0,12,0,6,3,304.0,7.0,0,grid_unreliable,6
1058,district_hospital,O2_0103,peri_urban,53,0,0,0,0,none,0,0,1.4,0,0,3,0,0,0,0,0,0,0,2,concentrator_malfunction,2024,8,21,pneumonia_child,0,21,0,12,8,96.0,45.0,0,grid_reliable,16
1059,district_hospital,O2_0039,rural,123,0,0,0,0,oxygen_concentrator,1,0,11.1,0,1,4,5,0,0,0,0,0,0,30,concentrator_malfunction,2021,8,14,pneumonia_adult,0,14,0,7,4,40.0,41.0,0,grid_unreliable,11
1060,district_hospital,O2_0012,peri_urban,14,0,1,0,0,oxygen_concentrator,1,0,0.7,0,4,2,15,0,0,0,0,1,1,1,concentrator_malfunction,2024,6,14,COVID19_severe,6,8,0,5,0,300.0,117.0,0,grid_unreliable,10
1061,district_hospital,O2_0077,rural,11,0,0,0,0,none,0,0,4.4,0,4,4,4,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,11,9,sepsis,0,9,0,3,2,261.0,35.0,1,grid_unreliable,10
1062,district_hospital,O2_0113,peri_urban,53,0,0,0,0,none,0,0,5.8,1,0,2,17,0,0,0,0,0,0,25,cylinder_delivery_delay,2024,10,18,pneumonia_child,0,18,0,8,3,183.0,10.0,0,grid_unreliable,0
1063,district_hospital,O2_0120,rural,55,0,0,0,0,PSA_plant_onsite,0,0,0.8,0,6,4,6,1,1,1,0,1,1,0,not_applicable,2021,10,16,pneumonia_adult,7,9,1,4,0,131.0,63.0,1,grid_unreliable,20
1064,district_hospital,O2_0138,rural,97,0,0,0,0,oxygen_concentrator,1,0,3.9,0,4,5,3,0,1,0,0,1,1,0,not_applicable,2022,2,15,pneumonia_child,11,4,0,3,0,209.0,14.0,1,grid_unreliable,0
1065,district_hospital,O2_0148,rural,83,0,0,0,0,cylinder_portable,0,0,16.9,0,5,6,39,0,1,0,0,1,1,0,not_applicable,2023,2,17,sepsis,9,8,0,2,0,163.0,16.0,0,generator_only,6
1066,district_hospital,O2_0157,rural,70,0,0,0,0,oxygen_concentrator,2,0,12.7,0,0,3,41,0,1,1,0,0,0,2,funding_for_refill,2024,10,15,pneumonia_child,0,15,0,9,2,264.0,7.0,0,grid_unreliable,24
1067,district_hospital,O2_0167,rural,85,0,0,0,0,cylinder_piped,0,0,2.6,0,4,3,197,0,0,0,0,1,0,0,not_applicable,2024,3,10,neonatal_respiratory,2,8,1,3,0,124.0,24.0,0,none,25
1068,district_hospital,O2_0171,urban,5,0,0,0,0,none,0,0,5.4,0,1,4,0,0,1,1,0,1,1,0,not_applicable,2022,1,9,pneumonia_child,2,7,0,3,0,223.0,45.0,1,grid_unreliable,9
1069,district_hospital,O2_0199,rural,43,0,0,0,0,oxygen_concentrator,2,0,10.4,0,4,7,7,0,1,1,0,1,1,2,piping_system_leak,2023,1,15,pneumonia_adult,7,8,1,6,0,267.0,22.0,0,solar,44
1070,district_hospital,O2_0137,rural,6,0,0,0,0,cylinder_piped,0,0,1.0,0,4,7,63,0,1,1,1,1,1,14,demand_surge,2023,5,12,COPD_exacerbation,7,5,0,4,0,137.0,23.0,0,none,20
1071,district_hospital,O2_0156,peri_urban,23,0,1,0,0,oxygen_concentrator,0,0,0.4,0,4,6,6,0,0,0,0,1,1,0,not_applicable,2024,12,15,pneumonia_adult,5,10,0,2,0,174.0,87.0,1,grid_reliable,24
1072,district_hospital,O2_0058,rural,66,0,0,0,0,oxygen_concentrator,3,1,3.1,1,1,3,56,0,0,0,0,1,1,0,not_applicable,2023,2,18,sepsis,9,9,1,2,0,63.0,2.0,0,generator_only,19
1073,district_hospital,O2_0167,rural,42,0,0,0,0,cylinder_portable,0,0,2.9,0,1,5,40,0,0,0,0,0,0,1,power_outage,2024,11,11,sepsis,0,11,0,6,2,315.0,7.0,1,solar,7
1074,district_hospital,O2_0044,peri_urban,31,0,0,0,0,cylinder_piped,1,0,7.1,0,5,2,6,0,0,0,0,0,0,10,no_oxygen_source,2023,10,9,pneumonia_child,0,9,0,4,3,201.0,5.0,1,grid_reliable,21
1075,district_hospital,O2_0099,rural,10,0,0,0,0,none,0,0,11.6,0,2,1,70,0,0,0,0,1,1,1,piping_system_leak,2023,5,13,COVID19_severe,6,7,1,4,0,125.0,8.0,1,none,20
1076,district_hospital,O2_0155,urban,102,0,0,0,0,oxygen_concentrator,1,0,0.8,0,3,6,22,0,0,0,0,1,1,0,not_applicable,2024,2,16,COPD_exacerbation,8,8,0,6,0,177.0,27.0,1,grid_unreliable,38
1077,district_hospital,O2_0092,peri_urban,52,0,0,0,0,oxygen_concentrator,0,0,7.0,0,5,6,48,0,1,0,0,1,1,0,not_applicable,2024,1,12,severe_malaria,4,8,0,5,0,247.0,3.0,0,grid_unreliable,20
1078,district_hospital,O2_0028,peri_urban,58,0,0,0,0,oxygen_concentrator,2,0,10.3,0,2,3,36,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,4,13,trauma,0,13,0,5,5,136.0,25.0,0,none,11
1079,district_hospital,O2_0025,peri_urban,45,0,0,0,0,cylinder_portable,0,0,10.0,0,1,3,5,0,1,1,0,1,0,0,not_applicable,2023,11,11,COVID19_severe,6,5,1,2,0,273.0,28.0,0,solar,3
1080,district_hospital,O2_0131,rural,30,0,0,0,0,cylinder_piped,0,0,0.1,0,1,8,41,0,1,0,0,0,0,5,cylinder_delivery_delay,2022,5,7,pneumonia_child,0,7,0,4,2,203.0,78.0,1,generator_only,39
1081,district_hospital,O2_0130,rural,97,0,0,0,0,none,0,0,2.3,0,5,2,7,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,10,9,pneumonia_child,0,9,0,3,2,261.0,13.0,0,none,15
1082,district_hospital,O2_0079,rural,30,0,0,0,0,cylinder_portable,2,0,5.0,0,5,6,5,0,0,0,0,1,0,0,not_applicable,2021,3,7,pneumonia_child,3,4,0,1,0,259.0,116.0,0,grid_reliable,13
1083,district_hospital,O2_0065,rural,26,0,0,0,0,oxygen_concentrator,3,2,2.0,1,3,3,14,0,1,0,0,1,1,0,not_applicable,2024,3,13,pneumonia_child,5,8,0,4,0,175.0,97.0,1,none,0
1084,district_hospital,O2_0186,peri_urban,36,0,0,0,0,none,1,0,1.3,1,5,6,9,0,0,0,0,0,0,19,concentrator_malfunction,2023,6,8,surgical_anaesthesia,0,8,0,5,1,114.0,55.0,0,solar,12
1085,district_hospital,O2_0091,rural,131,0,0,0,0,cylinder_portable,0,0,9.0,0,5,7,30,0,1,1,1,1,0,0,not_applicable,2024,1,14,heart_failure,6,8,0,4,0,324.0,85.0,0,generator_only,3
1086,district_hospital,O2_0183,rural,34,0,0,0,0,oxygen_concentrator,2,1,5.8,0,4,3,45,0,0,0,0,1,1,12,supplier_stockout,2021,5,11,heart_failure,7,4,1,0,0,172.0,46.0,1,none,21
1087,district_hospital,O2_0045,rural,5,0,0,0,0,oxygen_concentrator,0,0,7.8,0,2,4,4,0,0,0,0,0,0,9,cylinder_delivery_delay,2022,6,15,severe_malaria,0,15,0,6,4,109.0,86.0,1,grid_unreliable,11
1088,district_hospital,O2_0143,peri_urban,56,0,0,0,0,cylinder_piped,0,0,5.5,0,7,2,41,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,5,15,COVID19_severe,0,15,0,7,2,56.0,12.0,0,grid_unreliable,36
1089,district_hospital,O2_0009,urban,31,0,0,0,0,cylinder_piped,1,0,0.4,0,4,2,10,0,1,0,0,0,0,6,cylinder_delivery_delay,2022,7,14,severe_malaria,0,14,0,6,2,181.0,33.0,0,solar,2
1090,district_hospital,O2_0001,rural,66,0,0,0,1,cylinder_piped,0,0,5.1,1,7,4,12,0,0,0,0,1,1,0,not_applicable,2022,1,19,COPD_exacerbation,14,5,1,4,0,136.0,150.0,0,none,17
1091,district_hospital,O2_0086,peri_urban,57,0,0,1,0,oxygen_concentrator,4,1,16.7,0,3,1,38,0,0,0,0,0,0,2,empty_cylinders_not_collected,2021,5,6,COVID19_severe,0,6,0,4,2,126.0,33.0,1,generator_only,22
1092,district_hospital,O2_0114,rural,51,0,0,0,0,oxygen_concentrator,0,0,0.9,0,2,3,7,0,0,0,0,1,0,0,not_applicable,2023,10,14,pneumonia_adult,9,5,1,1,0,224.0,22.0,0,generator_only,25
1093,district_hospital,O2_0068,peri_urban,84,0,0,0,0,oxygen_concentrator,0,0,5.9,0,5,1,12,0,1,1,1,0,0,11,no_oxygen_source,2021,6,7,COVID19_severe,0,7,0,2,1,274.0,26.0,1,grid_unreliable,13
1094,district_hospital,O2_0087,peri_urban,31,0,0,0,0,oxygen_concentrator,1,0,9.1,0,2,5,2,0,1,0,0,1,1,0,not_applicable,2022,5,8,pneumonia_child,2,6,1,3,0,370.0,40.0,0,grid_unreliable,37
1095,district_hospital,O2_0051,peri_urban,77,0,0,0,0,none,0,0,1.0,0,5,1,0,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,12,17,COVID19_severe,0,17,0,9,9,260.0,11.0,1,grid_unreliable,8
1096,district_hospital,O2_0016,peri_urban,38,0,0,0,1,cylinder_piped,3,2,0.4,1,3,3,2,0,1,1,0,1,1,0,not_applicable,2024,4,11,neonatal_respiratory,4,7,0,4,0,166.0,4.0,0,solar,5
1097,district_hospital,O2_0192,peri_urban,5,0,0,0,0,oxygen_concentrator,2,1,3.9,0,3,2,4,0,0,0,0,1,0,0,not_applicable,2022,2,11,COVID19_severe,5,6,1,2,0,219.0,24.0,1,generator_only,17
1098,district_hospital,O2_0044,peri_urban,14,0,0,0,0,PSA_plant_onsite,0,0,6.1,0,8,2,3,0,0,0,0,0,0,28,cylinder_delivery_delay,2023,2,13,pneumonia_adult,0,13,0,7,4,268.0,70.0,0,grid_unreliable,4
1099,district_hospital,O2_0147,rural,18,0,0,0,0,cylinder_piped,0,0,1.7,0,3,1,90,0,1,0,0,1,1,0,not_applicable,2022,8,11,pneumonia_child,3,8,0,2,0,115.0,97.0,0,solar,3
1100,district_hospital,O2_0016,urban,81,0,0,0,0,oxygen_concentrator,2,1,16.4,0,3,7,6,0,1,1,0,1,1,0,not_applicable,2021,10,13,other_hypoxemia,5,8,1,4,0,256.0,81.0,1,grid_unreliable,0
1101,district_hospital,O2_0012,peri_urban,5,0,0,0,0,cylinder_portable,0,0,12.5,0,1,7,72,0,0,0,0,1,1,0,not_applicable,2022,9,17,neonatal_respiratory,11,6,0,3,0,198.0,79.0,1,grid_unreliable,60
1102,district_hospital,O2_0094,rural,5,0,0,0,0,cylinder_portable,0,0,3.6,1,2,3,39,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,11,8,pneumonia_child,0,8,0,3,0,157.0,30.0,1,generator_only,33
1103,district_hospital,O2_0020,rural,68,0,0,0,0,oxygen_concentrator,1,0,0.6,0,3,5,24,0,0,0,0,1,0,0,not_applicable,2023,5,4,pneumonia_child,1,3,0,1,0,159.0,47.0,1,solar,8
1104,district_hospital,O2_0157,rural,53,0,0,0,0,oxygen_concentrator,6,3,3.0,0,3,5,39,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,5,7,pneumonia_child,0,7,0,2,1,89.0,99.0,0,none,4
1105,district_hospital,O2_0064,urban,49,0,0,0,0,cylinder_portable,0,0,3.1,0,3,3,2,0,0,0,0,1,1,0,not_applicable,2023,11,12,neonatal_respiratory,6,6,0,1,0,279.0,102.0,1,grid_unreliable,10
1106,district_hospital,O2_0041,peri_urban,42,0,0,0,0,cylinder_piped,0,0,1.5,0,1,3,0,0,0,0,0,1,0,0,not_applicable,2024,12,12,COVID19_severe,7,5,0,3,0,190.0,30.0,1,none,13
1107,district_hospital,O2_0166,rural,32,0,0,0,0,none,0,0,4.3,0,3,3,1,0,0,0,0,1,1,0,not_applicable,2024,11,9,pneumonia_adult,4,5,0,2,0,41.0,149.0,1,grid_reliable,4
1108,district_hospital,O2_0080,rural,120,0,0,0,0,oxygen_concentrator,3,0,0.1,0,2,3,84,0,0,0,0,0,0,19,concentrator_malfunction,2021,9,9,COVID19_severe,0,9,0,5,1,194.0,162.0,0,grid_unreliable,44
1109,district_hospital,O2_0124,rural,52,0,0,0,0,oxygen_concentrator,0,0,1.9,0,1,7,34,0,0,0,0,1,1,0,not_applicable,2024,9,8,asthma_severe,4,4,0,2,0,146.0,312.0,0,none,7
1110,district_hospital,O2_0157,urban,6,0,0,0,0,cylinder_portable,0,0,0.7,0,1,2,0,0,0,0,0,0,0,2,piping_system_leak,2024,2,7,asthma_severe,0,7,0,4,2,176.0,13.0,0,grid_unreliable,20
1111,district_hospital,O2_0033,urban,50,0,0,0,0,cylinder_portable,0,0,2.9,0,3,3,0,0,1,0,0,1,1,0,not_applicable,2022,3,23,sepsis,7,16,1,8,0,307.0,19.0,1,grid_reliable,24
1112,district_hospital,O2_0144,peri_urban,73,0,0,0,0,oxygen_concentrator,3,0,2.9,0,6,1,14,0,0,0,0,1,1,2,supplier_stockout,2021,2,19,COPD_exacerbation,1,18,1,8,0,100.0,123.0,1,grid_reliable,0
1113,district_hospital,O2_0172,rural,39,0,0,0,0,cylinder_portable,2,0,4.6,0,1,3,17,0,0,0,0,1,1,0,not_applicable,2022,9,6,pneumonia_adult,3,3,0,2,0,171.0,0.0,0,generator_only,33
1114,district_hospital,O2_0133,peri_urban,33,0,0,0,0,none,3,1,1.0,0,5,6,34,0,0,0,0,0,0,6,concentrator_malfunction,2023,12,6,trauma,0,6,0,4,1,196.0,12.0,0,none,0
1115,district_hospital,O2_0142,urban,74,0,0,0,0,cylinder_piped,0,0,9.8,0,2,3,50,0,0,0,0,0,0,4,PSA_plant_breakdown,2023,9,16,surgical_anaesthesia,0,16,0,6,5,295.0,39.0,0,generator_only,6
1116,district_hospital,O2_0044,peri_urban,100,0,0,0,0,cylinder_piped,0,0,0.2,0,3,7,19,0,0,0,0,1,0,0,not_applicable,2024,5,17,pneumonia_adult,7,10,0,3,0,158.0,31.0,0,generator_only,3
1117,district_hospital,O2_0086,peri_urban,33,0,0,0,0,oxygen_concentrator,5,2,3.8,0,6,0,35,0,0,0,0,1,1,0,not_applicable,2024,8,11,asthma_severe,1,10,1,2,0,301.0,58.0,0,grid_reliable,10
1118,district_hospital,O2_0190,urban,98,0,0,0,0,none,0,0,2.6,0,2,10,8,0,0,0,0,1,1,3,cylinder_delivery_delay,2024,3,8,sepsis,4,4,1,3,0,178.0,46.0,0,solar,22
1119,district_hospital,O2_0035,peri_urban,89,0,0,0,0,none,0,0,0.6,0,2,7,27,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,1,18,pneumonia_child,0,18,0,6,4,251.0,23.0,0,grid_unreliable,5
1120,district_hospital,O2_0180,peri_urban,49,0,0,0,0,cylinder_piped,0,0,15.3,0,4,3,20,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,6,7,COPD_exacerbation,0,7,0,1,0,27.0,6.0,0,none,5
1121,district_hospital,O2_0126,urban,55,0,0,0,0,oxygen_concentrator,0,0,0.4,0,3,2,1,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,1,13,asthma_severe,0,13,0,6,3,160.0,22.0,0,grid_unreliable,13
1122,district_hospital,O2_0152,peri_urban,77,0,0,0,0,cylinder_piped,0,0,5.4,0,4,5,14,0,1,0,0,0,0,8,supplier_stockout,2023,10,12,neonatal_respiratory,0,12,0,3,7,131.0,15.0,0,grid_unreliable,38
1123,district_hospital,O2_0054,peri_urban,73,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,2,4,5,0,0,0,0,1,1,0,not_applicable,2022,12,13,trauma,6,7,1,4,0,27.0,73.0,0,grid_unreliable,28
1124,district_hospital,O2_0058,rural,103,0,0,0,0,cylinder_portable,0,0,17.6,1,2,4,23,0,0,0,0,1,1,0,not_applicable,2022,9,8,pneumonia_child,5,3,0,1,0,263.0,46.0,0,solar,54
1125,district_hospital,O2_0168,rural,100,0,0,0,0,cylinder_piped,0,0,8.1,0,2,6,10,0,0,0,0,1,0,1,cylinder_delivery_delay,2023,12,12,asthma_severe,5,7,0,3,0,284.0,11.0,1,solar,19
1126,district_hospital,O2_0008,peri_urban,43,0,0,0,0,oxygen_concentrator,2,1,4.9,0,6,6,10,0,1,1,0,0,0,6,empty_cylinders_not_collected,2024,4,12,pneumonia_adult,0,12,0,5,3,264.0,39.0,0,grid_unreliable,16
1127,district_hospital,O2_0152,peri_urban,113,0,0,0,0,oxygen_concentrator,2,1,3.7,0,3,3,21,0,0,0,0,1,1,5,power_outage,2023,7,10,severe_malaria,6,4,0,2,0,106.0,9.0,0,grid_unreliable,4
1128,district_hospital,O2_0031,rural,5,0,0,0,0,none,0,0,2.0,0,3,2,16,0,0,0,0,1,1,0,not_applicable,2023,11,12,pneumonia_adult,7,5,0,3,0,122.0,36.0,0,none,13
1129,district_hospital,O2_0032,rural,54,0,0,0,0,oxygen_concentrator,0,0,4.9,0,1,1,44,0,0,0,0,1,1,3,power_outage,2024,12,9,severe_malaria,2,7,1,2,0,155.0,94.0,0,generator_only,14
1130,district_hospital,O2_0103,rural,76,0,0,0,0,cylinder_portable,4,0,0.4,1,2,3,3,0,0,0,0,1,1,0,not_applicable,2023,10,14,sepsis,6,8,0,2,0,202.0,58.0,0,none,65
1131,district_hospital,O2_0165,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,3.4,0,3,5,5,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,11,20,COVID19_severe,0,20,0,10,6,149.0,40.0,1,grid_unreliable,14
1132,district_hospital,O2_0115,peri_urban,120,0,0,0,0,oxygen_concentrator,4,1,2.7,0,0,2,37,0,0,0,0,0,0,3,no_oxygen_source,2021,11,8,pneumonia_child,0,8,0,4,1,241.0,27.0,1,none,28
1133,district_hospital,O2_0030,rural,62,0,0,0,0,cylinder_portable,0,0,10.9,1,2,3,7,0,0,0,0,1,1,0,not_applicable,2024,4,11,COPD_exacerbation,4,7,0,3,0,190.0,28.0,0,grid_unreliable,2
1134,district_hospital,O2_0122,rural,42,1,0,0,0,none,0,0,1.3,0,1,4,4,0,0,0,0,1,1,0,not_applicable,2021,8,11,neonatal_respiratory,4,7,1,4,0,252.0,38.0,1,none,2
1135,district_hospital,O2_0110,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.1,0,3,6,34,0,0,0,0,1,1,0,not_applicable,2024,9,13,pneumonia_child,4,9,0,3,0,279.0,12.0,1,solar,6
1136,district_hospital,O2_0010,peri_urban,87,0,0,0,0,none,0,0,1.0,0,3,5,20,0,0,0,0,1,1,7,cylinder_delivery_delay,2023,10,8,pneumonia_child,2,6,0,2,0,121.0,41.0,1,none,26
1137,district_hospital,O2_0016,peri_urban,32,0,0,0,0,cylinder_piped,0,0,0.1,0,2,3,2,0,0,0,0,1,0,0,not_applicable,2024,5,9,asthma_severe,5,4,0,2,0,236.0,8.0,0,solar,14
1138,district_hospital,O2_0044,rural,116,1,0,0,0,none,1,0,3.6,0,3,2,19,0,0,0,0,0,0,4,PSA_plant_breakdown,2024,10,10,surgical_anaesthesia,0,10,0,1,0,100.0,73.0,0,none,7
1139,district_hospital,O2_0023,peri_urban,73,0,0,0,0,oxygen_concentrator,1,0,1.5,0,3,4,5,0,0,0,0,0,0,2,concentrator_malfunction,2023,7,7,surgical_anaesthesia,0,7,0,4,4,284.0,39.0,1,generator_only,13
1140,district_hospital,O2_0053,rural,46,0,0,1,0,cylinder_portable,0,0,1.6,0,1,6,0,0,1,0,0,1,0,0,not_applicable,2023,6,8,pneumonia_child,3,5,0,1,0,158.0,36.0,0,solar,11
1141,district_hospital,O2_0051,peri_urban,123,0,0,0,0,cylinder_portable,0,0,5.6,0,2,3,0,0,1,0,0,0,0,5,regulator_valve_failure,2022,10,16,pneumonia_adult,0,16,0,7,6,172.0,4.0,0,none,25
1142,district_hospital,O2_0193,peri_urban,115,0,0,0,0,cylinder_portable,0,0,2.8,0,1,1,9,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,7,15,neonatal_respiratory,0,15,0,4,0,311.0,119.0,1,grid_unreliable,8
1143,district_hospital,O2_0195,rural,110,0,0,0,0,cylinder_piped,0,0,1.7,0,4,4,29,0,0,0,0,1,1,0,not_applicable,2023,2,6,surgical_anaesthesia,1,5,1,2,0,113.0,34.0,0,none,35
1144,district_hospital,O2_0108,rural,113,0,0,0,0,cylinder_portable,0,0,11.2,0,3,3,12,0,0,0,0,0,0,19,empty_cylinders_not_collected,2022,5,6,pneumonia_child,0,6,0,2,1,226.0,109.0,0,solar,6
1145,district_hospital,O2_0189,rural,72,0,1,0,0,oxygen_concentrator,4,0,2.8,0,4,2,10,0,1,0,0,0,0,1,power_outage,2022,4,12,pneumonia_child,0,12,0,5,1,117.0,43.0,1,generator_only,19
1146,district_hospital,O2_0188,peri_urban,96,0,0,0,0,oxygen_concentrator,3,1,7.8,0,5,5,1,0,1,0,0,0,0,4,regulator_valve_failure,2022,6,9,pneumonia_child,0,9,0,4,0,293.0,229.0,0,grid_unreliable,2
1147,district_hospital,O2_0053,urban,102,0,0,0,0,cylinder_portable,0,0,2.9,0,3,3,1,0,0,0,0,1,1,0,not_applicable,2024,9,15,other_hypoxemia,6,9,0,7,0,115.0,7.0,0,grid_unreliable,8
1148,district_hospital,O2_0176,peri_urban,126,0,0,0,0,oxygen_concentrator,2,1,0.3,0,6,7,6,0,0,0,0,1,1,0,not_applicable,2024,11,12,pneumonia_child,4,8,0,4,0,225.0,40.0,1,grid_unreliable,2
1149,district_hospital,O2_0028,rural,115,0,1,1,0,oxygen_concentrator,2,1,20.6,0,2,4,8,0,0,0,0,0,0,1,regulator_valve_failure,2023,5,13,surgical_anaesthesia,0,13,0,5,2,358.0,1.0,1,generator_only,6
1150,district_hospital,O2_0153,rural,5,0,0,0,0,cylinder_piped,0,0,0.8,0,2,3,56,0,0,0,0,1,1,0,not_applicable,2023,9,12,severe_malaria,6,6,1,3,0,275.0,53.0,0,grid_unreliable,9
1151,district_hospital,O2_0073,urban,5,0,0,0,0,oxygen_concentrator,1,0,1.1,0,4,4,26,0,0,0,0,0,0,20,no_oxygen_source,2022,9,8,other_hypoxemia,0,8,0,3,0,152.0,15.0,0,solar,3
1152,district_hospital,O2_0064,rural,85,0,0,0,0,cylinder_portable,0,0,7.9,0,3,2,18,0,0,0,0,1,1,0,not_applicable,2024,11,9,pneumonia_child,6,3,1,2,0,175.0,59.0,0,grid_unreliable,1
1153,district_hospital,O2_0144,rural,24,0,0,0,0,cylinder_piped,0,0,2.5,0,2,5,4,0,0,0,0,1,0,1,no_oxygen_source,2022,1,12,pneumonia_child,4,8,0,2,0,204.0,9.0,0,solar,50
1154,district_hospital,O2_0024,rural,118,0,0,0,0,cylinder_portable,0,0,4.1,0,1,3,5,0,0,0,0,1,1,0,not_applicable,2021,10,14,pneumonia_adult,4,10,1,4,0,230.0,13.0,0,generator_only,7
1155,district_hospital,O2_0117,rural,112,1,0,0,0,oxygen_concentrator,1,0,18.6,0,2,2,3,0,1,1,0,0,0,8,cylinder_delivery_delay,2021,9,12,trauma,0,12,0,3,6,302.0,4.0,0,none,19
1156,district_hospital,O2_0142,rural,54,0,0,0,0,cylinder_piped,0,0,10.6,0,1,4,71,0,0,0,0,0,0,14,power_outage,2021,1,14,COVID19_severe,0,14,0,4,4,136.0,41.0,0,solar,4
1157,district_hospital,O2_0151,rural,5,0,0,0,0,none,4,3,1.1,0,1,5,4,0,0,0,0,0,0,5,power_outage,2022,12,11,neonatal_respiratory,0,11,0,4,5,112.0,39.0,0,grid_unreliable,19
1158,district_hospital,O2_0098,peri_urban,74,0,0,0,0,oxygen_concentrator,2,1,7.1,0,2,3,11,0,1,1,0,0,0,1,funding_for_refill,2023,12,13,pneumonia_child,0,13,0,6,5,227.0,6.0,0,generator_only,40
1159,district_hospital,O2_0070,peri_urban,80,0,0,0,0,oxygen_concentrator,2,0,6.0,0,6,6,9,0,0,0,0,0,0,9,power_outage,2024,4,13,trauma,0,13,0,3,3,224.0,13.0,1,grid_unreliable,47
1160,district_hospital,O2_0050,rural,55,0,0,0,0,oxygen_concentrator,1,0,10.0,0,1,5,9,0,0,0,0,0,0,1,power_outage,2023,11,18,asthma_severe,0,18,0,9,3,289.0,3.0,0,generator_only,3
1161,district_hospital,O2_0149,rural,5,0,0,0,0,none,0,0,3.8,0,4,3,14,0,0,0,0,1,0,0,not_applicable,2023,12,15,pneumonia_adult,8,7,0,3,0,223.0,176.0,1,none,0
1162,district_hospital,O2_0144,peri_urban,84,0,0,0,0,cylinder_piped,0,0,7.9,0,10,4,16,0,0,0,0,1,0,0,not_applicable,2022,4,12,severe_malaria,3,9,0,7,0,219.0,66.0,1,grid_reliable,6
1163,district_hospital,O2_0126,rural,82,0,0,0,0,cylinder_piped,0,0,3.7,0,0,4,29,0,0,0,0,1,0,0,not_applicable,2023,5,12,surgical_anaesthesia,5,7,0,2,0,302.0,60.0,1,none,37
1164,district_hospital,O2_0151,rural,91,0,0,0,0,cylinder_piped,0,0,1.4,0,2,7,59,0,0,0,0,0,0,16,PSA_plant_breakdown,2024,1,10,neonatal_respiratory,0,10,0,7,2,78.0,32.0,1,grid_reliable,36
1165,district_hospital,O2_0163,urban,5,0,0,0,0,cylinder_portable,0,0,1.1,0,4,5,17,0,1,0,0,0,0,6,funding_for_refill,2024,4,16,pneumonia_adult,0,16,0,6,7,235.0,140.0,0,grid_unreliable,19
1166,district_hospital,O2_0075,urban,5,0,0,0,0,oxygen_concentrator,1,0,6.9,0,3,5,9,0,0,0,0,1,1,0,not_applicable,2023,7,12,COPD_exacerbation,8,4,1,1,0,237.0,79.0,1,grid_unreliable,2
1167,district_hospital,O2_0197,rural,97,0,0,0,0,none,0,0,2.4,0,4,3,10,0,0,0,0,0,0,7,no_oxygen_source,2024,4,10,asthma_severe,0,10,0,8,4,410.0,97.0,0,grid_unreliable,1
1168,district_hospital,O2_0075,peri_urban,91,0,0,0,0,PSA_plant_onsite,0,0,1.3,0,6,5,6,0,0,0,0,1,0,5,cylinder_delivery_delay,2023,3,13,surgical_anaesthesia,6,7,1,2,0,145.0,51.0,0,grid_unreliable,15
1169,district_hospital,O2_0006,rural,23,0,0,0,0,cylinder_piped,0,0,23.6,0,5,3,9,0,0,0,0,1,1,0,not_applicable,2024,5,12,COPD_exacerbation,8,4,1,2,0,206.0,27.0,0,grid_unreliable,0
1170,district_hospital,O2_0083,peri_urban,59,0,0,0,0,none,0,0,1.4,0,0,0,9,0,1,0,0,0,0,6,power_outage,2023,11,6,other_hypoxemia,0,6,0,2,1,208.0,55.0,0,grid_unreliable,9
1171,district_hospital,O2_0180,rural,5,0,0,0,0,cylinder_piped,3,1,0.1,0,3,3,24,0,1,0,0,1,0,0,not_applicable,2022,5,8,severe_malaria,2,6,0,3,0,266.0,24.0,1,solar,15
1172,district_hospital,O2_0169,rural,14,0,0,0,0,oxygen_concentrator,1,0,4.8,0,1,5,2,0,1,0,0,1,1,4,concentrator_malfunction,2024,3,8,surgical_anaesthesia,5,3,1,2,0,24.0,34.0,1,grid_reliable,0
1173,district_hospital,O2_0189,peri_urban,5,0,0,0,0,cylinder_portable,0,0,8.6,0,6,6,1,0,1,0,0,1,1,0,not_applicable,2024,10,9,COPD_exacerbation,6,3,0,1,0,210.0,103.0,0,none,0
1174,district_hospital,O2_0075,peri_urban,76,0,0,0,0,oxygen_concentrator,0,0,0.7,0,1,6,8,0,1,1,1,1,1,0,not_applicable,2022,6,15,severe_malaria,5,10,0,4,0,273.0,36.0,1,generator_only,39
1175,district_hospital,O2_0178,rural,79,0,0,0,0,cylinder_portable,0,0,6.3,0,4,3,11,0,1,0,0,1,0,0,not_applicable,2024,5,16,surgical_anaesthesia,5,11,1,4,0,153.0,10.0,1,none,13
1176,district_hospital,O2_0126,urban,77,0,0,0,0,oxygen_concentrator,0,0,4.8,1,3,1,34,0,0,0,0,0,0,28,cylinder_delivery_delay,2024,5,14,surgical_anaesthesia,0,14,0,7,6,141.0,275.0,0,none,13
1177,district_hospital,O2_0149,rural,74,0,0,0,0,cylinder_portable,0,0,1.3,0,4,5,14,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,5,16,COVID19_severe,0,16,0,8,3,51.0,38.0,1,grid_unreliable,16
1178,district_hospital,O2_0034,peri_urban,69,0,0,0,0,none,2,0,9.7,0,7,5,7,0,1,1,0,0,0,15,funding_for_refill,2023,11,15,surgical_anaesthesia,0,15,0,8,0,367.0,26.0,0,grid_unreliable,41
1179,district_hospital,O2_0150,urban,5,0,0,0,0,none,0,0,0.6,1,5,4,3,0,1,1,0,0,0,1,cylinder_delivery_delay,2023,10,20,heart_failure,0,20,0,10,8,244.0,112.0,0,grid_unreliable,6
1180,district_hospital,O2_0067,urban,94,0,0,1,0,oxygen_concentrator,3,0,0.7,0,5,9,64,0,0,0,0,1,1,0,not_applicable,2022,7,7,COPD_exacerbation,4,3,1,0,0,74.0,42.0,0,solar,25
1181,district_hospital,O2_0017,rural,32,0,0,0,0,none,0,0,0.7,0,7,3,14,0,1,0,0,1,1,0,not_applicable,2022,5,14,heart_failure,9,5,0,0,0,348.0,9.0,1,none,1
1182,district_hospital,O2_0035,rural,25,0,0,1,0,cylinder_piped,0,0,13.8,0,1,4,3,0,0,0,0,1,1,0,not_applicable,2024,8,11,sepsis,4,7,0,2,0,110.0,81.0,0,none,40
1183,district_hospital,O2_0064,peri_urban,90,0,0,0,0,cylinder_piped,0,0,35.4,0,1,3,1,0,0,0,0,0,0,20,no_oxygen_source,2023,1,11,neonatal_respiratory,0,11,0,4,1,103.0,8.0,0,none,13
1184,district_hospital,O2_0011,peri_urban,51,0,0,0,0,oxygen_concentrator,3,0,5.7,0,3,3,2,0,0,0,0,1,0,0,not_applicable,2021,9,7,asthma_severe,3,4,1,0,0,165.0,30.0,0,grid_unreliable,1
1185,district_hospital,O2_0004,rural,63,0,0,0,0,oxygen_concentrator,0,0,0.3,0,10,4,54,0,0,0,0,1,1,0,not_applicable,2021,10,11,pneumonia_adult,8,3,1,2,0,181.0,53.0,1,none,8
1186,district_hospital,O2_0110,urban,76,0,0,0,0,oxygen_concentrator,2,0,0.8,0,4,4,19,0,0,0,0,1,0,0,not_applicable,2024,1,16,pneumonia_child,0,16,0,6,0,215.0,7.0,1,grid_unreliable,1
1187,district_hospital,O2_0015,rural,5,0,0,0,0,cylinder_piped,0,0,1.0,1,4,0,32,0,0,0,0,1,0,0,not_applicable,2022,9,8,pneumonia_child,4,4,1,2,0,193.0,86.0,0,solar,24
1188,district_hospital,O2_0050,peri_urban,61,0,0,0,0,PSA_plant_onsite,1,0,0.2,0,3,5,24,1,0,0,0,0,0,26,funding_for_refill,2024,1,9,pneumonia_adult,0,9,0,6,3,115.0,12.0,1,generator_only,18
1189,district_hospital,O2_0092,peri_urban,33,0,0,0,0,oxygen_concentrator,3,2,5.1,0,4,6,17,0,0,0,0,1,1,0,not_applicable,2021,4,18,neonatal_respiratory,7,11,1,6,0,84.0,22.0,1,grid_unreliable,19
1190,district_hospital,O2_0158,urban,223,0,0,1,0,oxygen_concentrator,2,1,12.9,0,6,6,4,0,0,0,0,1,1,0,not_applicable,2024,2,11,severe_malaria,5,6,0,1,0,200.0,6.0,0,grid_unreliable,12
1191,district_hospital,O2_0154,rural,152,0,0,0,1,oxygen_concentrator,3,1,1.1,1,3,2,15,0,1,1,1,1,1,0,not_applicable,2023,6,12,pneumonia_adult,4,8,0,4,0,208.0,91.0,0,none,7
1192,district_hospital,O2_0044,rural,56,0,0,0,0,cylinder_piped,3,1,1.2,0,2,5,13,0,1,0,0,0,0,1,funding_for_refill,2024,12,12,pneumonia_child,0,12,0,5,2,262.0,117.0,0,grid_reliable,11
1193,district_hospital,O2_0180,rural,5,0,0,0,0,cylinder_portable,0,0,0.7,0,3,5,0,0,1,1,0,0,0,4,PSA_plant_breakdown,2024,7,11,sepsis,0,11,0,4,0,258.0,17.0,0,none,6
1194,district_hospital,O2_0074,urban,95,0,0,0,0,oxygen_concentrator,2,0,3.2,0,3,3,29,0,1,1,0,0,0,7,cylinder_delivery_delay,2022,11,13,neonatal_respiratory,0,13,0,3,3,199.0,128.0,1,none,30
1195,district_hospital,O2_0015,urban,68,0,0,0,0,cylinder_portable,0,0,3.7,0,1,6,35,0,0,0,0,0,0,19,concentrator_malfunction,2022,2,16,asthma_severe,0,16,0,6,4,133.0,16.0,0,grid_reliable,7
1196,district_hospital,O2_0051,urban,57,0,0,1,0,oxygen_concentrator,3,1,4.3,0,3,3,23,0,0,0,0,1,1,0,not_applicable,2021,7,10,neonatal_respiratory,6,4,0,1,0,236.0,112.0,1,none,12
1197,district_hospital,O2_0172,peri_urban,15,0,0,0,1,LOX_bulk_tank,3,1,10.1,1,4,5,18,0,1,1,0,1,0,0,not_applicable,2024,7,7,pneumonia_child,1,6,1,3,0,217.0,18.0,0,grid_unreliable,3
1198,district_hospital,O2_0154,rural,33,0,0,0,0,oxygen_concentrator,2,0,0.6,0,2,4,14,0,0,0,0,1,1,0,not_applicable,2024,6,10,neonatal_respiratory,6,4,0,2,0,265.0,12.0,1,generator_only,3
1199,district_hospital,O2_0057,rural,32,0,0,1,0,cylinder_piped,0,0,0.3,0,2,2,117,0,0,0,0,1,1,15,regulator_valve_failure,2022,7,17,severe_malaria,9,8,1,3,0,0.0,20.0,0,none,16
1200,district_hospital,O2_0197,rural,54,1,0,0,0,cylinder_portable,0,0,12.1,1,2,9,6,0,0,0,0,0,0,15,concentrator_malfunction,2023,8,12,severe_malaria,0,12,0,2,5,159.0,20.0,1,grid_unreliable,47
1201,district_hospital,O2_0185,peri_urban,55,0,0,0,0,cylinder_portable,0,0,10.9,1,3,6,36,0,1,1,1,0,0,3,cylinder_delivery_delay,2023,1,20,surgical_anaesthesia,0,20,0,6,6,112.0,87.0,0,grid_unreliable,2
1202,district_hospital,O2_0035,peri_urban,26,0,0,0,0,none,0,0,0.8,1,4,5,60,0,1,1,0,0,0,17,cylinder_delivery_delay,2023,1,11,pneumonia_adult,0,11,0,2,3,190.0,151.0,1,none,14
1203,district_hospital,O2_0123,rural,40,0,1,1,0,none,0,0,0.1,0,1,4,15,0,0,0,0,0,0,25,empty_cylinders_not_collected,2023,1,8,severe_malaria,0,8,0,4,1,158.0,4.0,0,none,33
1204,district_hospital,O2_0125,rural,6,0,0,0,0,PSA_plant_onsite,0,0,0.2,0,3,3,21,1,1,0,0,1,1,0,not_applicable,2024,2,12,pneumonia_child,3,9,0,8,0,288.0,4.0,1,grid_unreliable,46
1205,district_hospital,O2_0185,urban,104,0,0,0,0,cylinder_portable,0,0,3.2,0,1,1,54,0,0,0,0,1,1,0,not_applicable,2021,2,8,pneumonia_adult,3,5,0,3,0,356.0,71.0,1,none,21
1206,district_hospital,O2_0080,rural,14,0,0,0,0,oxygen_concentrator,0,0,0.1,1,1,4,15,0,0,0,0,0,0,19,supplier_stockout,2021,8,10,COVID19_severe,0,10,0,3,1,204.0,20.0,0,grid_unreliable,2
1207,district_hospital,O2_0024,urban,77,0,0,0,0,cylinder_portable,0,0,1.2,0,2,2,6,0,1,1,1,0,0,6,piping_system_leak,2023,5,15,pneumonia_adult,0,15,0,6,2,81.0,8.0,0,grid_reliable,44
1208,district_hospital,O2_0068,rural,20,0,0,0,0,cylinder_piped,0,0,0.9,0,2,2,2,0,0,0,0,0,0,18,PSA_plant_breakdown,2024,9,13,pneumonia_child,0,13,0,7,2,84.0,96.0,0,grid_unreliable,3
1209,district_hospital,O2_0067,rural,5,0,0,0,0,none,0,0,10.6,0,3,7,47,0,1,0,0,0,0,3,cylinder_delivery_delay,2022,9,8,severe_malaria,0,8,0,2,3,126.0,33.0,1,none,12
1210,district_hospital,O2_0138,peri_urban,50,0,0,0,0,oxygen_concentrator,1,0,5.4,0,3,3,9,0,1,0,0,0,0,23,cylinder_delivery_delay,2023,3,13,surgical_anaesthesia,0,13,0,4,7,273.0,55.0,0,none,29
1211,district_hospital,O2_0178,peri_urban,53,0,0,0,0,LOX_bulk_tank,0,0,9.0,0,4,2,12,0,0,0,0,1,0,0,not_applicable,2024,9,21,pneumonia_adult,9,12,0,6,0,142.0,14.0,0,solar,19
1212,district_hospital,O2_0163,peri_urban,24,0,0,0,1,oxygen_concentrator,0,0,0.7,1,5,3,4,0,0,0,0,0,0,5,PSA_plant_breakdown,2023,8,14,trauma,0,14,0,7,4,162.0,1.0,0,none,5
1213,district_hospital,O2_0154,peri_urban,5,0,0,0,1,oxygen_concentrator,0,0,0.2,1,3,6,7,0,0,0,0,1,1,0,not_applicable,2024,8,11,COVID19_severe,8,3,0,2,0,307.0,83.0,1,generator_only,7
1214,district_hospital,O2_0138,rural,133,0,0,0,0,none,0,0,8.1,0,4,3,12,0,1,0,0,0,0,30,cylinder_delivery_delay,2022,8,10,severe_malaria,0,10,0,7,3,336.0,26.0,0,generator_only,41
1215,district_hospital,O2_0170,peri_urban,7,0,0,0,0,none,0,0,1.5,0,2,5,10,0,1,1,0,0,0,2,no_oxygen_source,2021,10,13,pneumonia_child,0,13,0,5,2,164.0,25.0,0,grid_reliable,23
1216,district_hospital,O2_0038,urban,85,0,0,0,1,cylinder_piped,0,0,0.6,1,4,4,3,0,0,0,0,0,0,1,power_outage,2024,7,13,other_hypoxemia,0,13,0,2,5,287.0,60.0,0,grid_unreliable,9
1217,district_hospital,O2_0177,peri_urban,83,0,0,0,0,oxygen_concentrator,4,2,9.0,0,7,6,6,0,0,0,0,0,0,10,PSA_plant_breakdown,2024,7,13,surgical_anaesthesia,0,13,0,3,5,137.0,28.0,0,solar,3
1218,district_hospital,O2_0095,peri_urban,86,0,0,0,0,oxygen_concentrator,0,0,9.1,0,4,5,1,0,1,0,0,0,0,2,cylinder_delivery_delay,2022,8,14,COPD_exacerbation,0,14,0,6,0,166.0,29.0,0,grid_reliable,5
1219,district_hospital,O2_0054,rural,48,0,0,0,0,cylinder_piped,0,0,0.3,0,7,2,7,0,0,0,0,1,1,0,not_applicable,2022,5,12,COVID19_severe,4,8,1,4,0,217.0,85.0,0,grid_unreliable,11
1220,district_hospital,O2_0157,rural,91,0,0,0,0,oxygen_concentrator,3,1,10.3,1,2,2,41,0,0,0,0,1,0,3,PSA_plant_breakdown,2021,9,20,severe_malaria,7,13,1,8,0,229.0,9.0,0,grid_reliable,17
1221,district_hospital,O2_0066,rural,16,0,0,0,0,cylinder_piped,0,0,4.0,0,3,3,12,0,0,0,0,0,0,5,concentrator_malfunction,2022,7,11,surgical_anaesthesia,0,11,0,4,0,97.0,3.0,0,generator_only,12
1222,district_hospital,O2_0058,peri_urban,21,0,0,0,0,LOX_bulk_tank,0,0,4.3,0,3,2,17,0,1,0,0,1,1,3,concentrator_malfunction,2023,8,10,neonatal_respiratory,6,4,0,2,0,211.0,94.0,0,none,12
1223,district_hospital,O2_0149,peri_urban,67,0,0,0,0,oxygen_concentrator,5,0,2.9,0,4,4,14,0,0,0,0,1,1,2,concentrator_malfunction,2022,12,13,severe_malaria,5,8,0,3,0,95.0,9.0,1,grid_unreliable,5
1224,district_hospital,O2_0071,peri_urban,118,0,0,0,0,cylinder_piped,0,0,2.5,0,9,3,13,0,0,0,0,1,0,0,not_applicable,2023,7,16,COPD_exacerbation,8,8,0,5,0,240.0,0.0,0,solar,15
1225,district_hospital,O2_0165,peri_urban,23,0,0,0,0,oxygen_concentrator,3,1,2.2,0,1,8,40,0,0,0,0,1,1,0,not_applicable,2024,5,7,heart_failure,2,5,0,2,0,129.0,10.0,1,none,11
1226,district_hospital,O2_0189,rural,100,0,0,0,0,oxygen_concentrator,4,3,0.1,0,1,1,3,0,0,0,0,1,0,0,not_applicable,2024,10,14,COVID19_severe,8,6,1,5,0,363.0,22.0,0,generator_only,9
1227,district_hospital,O2_0057,peri_urban,37,0,0,0,0,cylinder_portable,0,0,8.3,0,2,4,21,0,0,0,0,0,0,7,power_outage,2023,4,12,pneumonia_child,0,12,0,8,4,192.0,50.0,0,none,6
1228,district_hospital,O2_0177,peri_urban,119,0,0,0,0,none,0,0,1.3,0,3,2,3,0,1,0,0,1,1,0,not_applicable,2024,8,13,asthma_severe,5,8,0,3,0,242.0,39.0,1,grid_unreliable,3
1229,district_hospital,O2_0128,peri_urban,78,0,0,0,0,oxygen_concentrator,0,0,1.2,0,1,5,6,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,5,8,surgical_anaesthesia,0,8,0,6,2,277.0,11.0,0,grid_unreliable,3
1230,district_hospital,O2_0026,urban,85,0,0,0,0,oxygen_concentrator,2,0,0.3,0,3,2,72,0,0,0,0,1,1,0,not_applicable,2023,10,17,pneumonia_child,5,12,1,5,0,260.0,84.0,1,solar,0
1231,district_hospital,O2_0199,peri_urban,204,0,0,0,0,oxygen_concentrator,3,2,5.9,1,3,10,16,0,0,0,0,1,0,0,not_applicable,2023,11,16,sepsis,6,10,1,5,0,305.0,73.0,0,none,11
1232,district_hospital,O2_0060,urban,5,0,0,0,0,oxygen_concentrator,0,0,2.3,0,4,3,48,0,0,0,0,1,0,0,not_applicable,2022,11,15,surgical_anaesthesia,6,9,1,4,0,220.0,16.0,0,generator_only,1
1233,district_hospital,O2_0123,rural,64,0,0,0,0,cylinder_portable,0,0,12.2,0,2,3,33,0,0,0,0,1,1,0,not_applicable,2022,9,14,pneumonia_adult,10,4,0,2,0,162.0,5.0,0,generator_only,31
1234,district_hospital,O2_0020,urban,83,0,0,0,0,none,1,0,3.9,0,2,6,10,0,0,0,0,0,0,30,concentrator_malfunction,2021,3,18,COVID19_severe,0,18,0,11,4,166.0,14.0,1,generator_only,15
1235,district_hospital,O2_0104,rural,117,0,0,1,0,cylinder_piped,0,0,2.3,0,3,2,6,0,1,0,0,1,1,0,not_applicable,2023,12,14,surgical_anaesthesia,11,3,1,2,0,187.0,109.0,1,grid_unreliable,6
1236,district_hospital,O2_0099,rural,99,0,0,0,0,oxygen_concentrator,6,1,2.7,1,1,4,5,0,1,1,1,0,0,4,concentrator_malfunction,2022,6,18,trauma,0,18,0,10,7,215.0,7.0,0,none,2
1237,district_hospital,O2_0032,rural,50,0,0,0,0,cylinder_portable,3,0,0.8,0,4,2,0,0,0,0,0,1,1,0,not_applicable,2023,11,10,other_hypoxemia,3,7,0,1,0,325.0,4.0,0,generator_only,0
1238,district_hospital,O2_0196,rural,35,0,0,0,0,oxygen_concentrator,1,0,0.2,0,1,3,26,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,7,12,pneumonia_child,0,12,0,6,3,133.0,151.0,0,none,1
1239,district_hospital,O2_0112,peri_urban,58,0,1,0,0,cylinder_piped,0,0,0.3,0,2,6,20,0,0,0,0,0,0,8,cylinder_delivery_delay,2023,1,8,pneumonia_adult,0,8,0,2,1,265.0,80.0,0,none,2
1240,district_hospital,O2_0135,rural,111,0,0,0,0,cylinder_portable,0,0,15.3,0,3,5,3,0,0,0,0,0,0,1,funding_for_refill,2022,7,15,pneumonia_child,0,15,0,10,8,171.0,0.0,0,none,25
1241,district_hospital,O2_0184,rural,72,0,0,0,0,cylinder_portable,0,0,11.2,0,4,0,28,0,1,0,0,0,0,8,concentrator_malfunction,2022,7,10,pneumonia_adult,0,10,0,5,3,149.0,40.0,0,generator_only,20
1242,district_hospital,O2_0074,peri_urban,5,0,1,0,0,cylinder_piped,0,0,0.3,0,6,3,2,0,1,1,0,1,1,0,not_applicable,2021,5,7,COVID19_severe,2,5,1,2,0,289.0,37.0,0,generator_only,19
1243,district_hospital,O2_0067,urban,112,0,0,1,0,cylinder_portable,1,0,1.0,0,2,3,12,0,0,0,0,1,1,0,not_applicable,2022,1,17,pneumonia_child,9,8,0,2,0,159.0,6.0,0,none,17
1244,district_hospital,O2_0109,urban,106,0,0,0,0,cylinder_portable,1,0,2.2,0,5,2,35,0,0,0,0,1,1,0,not_applicable,2024,3,8,sepsis,3,5,0,2,0,171.0,144.0,0,grid_reliable,18
1245,district_hospital,O2_0149,peri_urban,85,0,0,1,0,cylinder_portable,0,0,5.0,0,3,6,46,0,1,1,1,1,1,0,not_applicable,2021,3,10,heart_failure,4,6,0,3,0,374.0,29.0,0,generator_only,13
1246,district_hospital,O2_0052,peri_urban,80,0,0,0,0,cylinder_portable,0,0,1.2,0,4,5,10,0,0,0,0,0,0,3,concentrator_malfunction,2024,1,15,asthma_severe,0,15,0,9,1,180.0,40.0,0,solar,5
1247,district_hospital,O2_0008,peri_urban,40,0,0,0,0,cylinder_piped,0,0,8.7,0,3,2,22,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,10,8,asthma_severe,3,5,1,1,0,367.0,8.0,1,none,9
1248,district_hospital,O2_0177,rural,48,0,0,0,0,cylinder_portable,0,0,13.4,0,5,5,53,0,0,0,0,0,0,18,regulator_valve_failure,2024,5,15,COPD_exacerbation,0,15,0,5,5,187.0,54.0,0,grid_unreliable,22
1249,district_hospital,O2_0108,rural,14,0,0,1,0,cylinder_portable,0,0,1.5,0,4,1,3,0,1,0,0,0,0,1,concentrator_malfunction,2023,5,12,severe_malaria,0,12,0,2,1,175.0,9.0,0,grid_unreliable,5
1250,district_hospital,O2_0041,rural,46,0,0,0,0,cylinder_piped,0,0,15.0,1,2,5,64,0,0,0,0,0,0,13,funding_for_refill,2024,4,9,pneumonia_child,0,9,0,4,3,278.0,30.0,0,grid_unreliable,21
1251,district_hospital,O2_0100,urban,119,0,0,0,0,cylinder_piped,0,0,8.6,0,2,6,14,0,0,0,0,0,0,30,no_oxygen_source,2023,7,11,pneumonia_child,0,11,0,6,5,82.0,38.0,0,solar,5
1252,district_hospital,O2_0147,rural,61,1,0,0,0,none,0,0,11.8,0,2,5,1,0,0,0,0,0,0,6,cylinder_delivery_delay,2024,3,14,neonatal_respiratory,0,14,0,5,1,278.0,73.0,0,solar,18
1253,district_hospital,O2_0171,rural,113,0,0,0,0,cylinder_portable,0,0,9.7,0,4,6,25,0,0,0,0,0,0,11,concentrator_malfunction,2023,11,18,severe_malaria,0,18,0,9,10,218.0,2.0,0,generator_only,3
1254,district_hospital,O2_0153,rural,91,0,0,0,0,cylinder_piped,0,0,8.1,0,2,4,2,0,0,0,0,0,0,22,PSA_plant_breakdown,2024,10,12,pneumonia_child,0,12,0,3,2,279.0,5.0,0,generator_only,16
1255,district_hospital,O2_0073,peri_urban,59,0,0,0,0,oxygen_concentrator,0,0,3.4,0,6,10,5,0,1,0,0,1,1,0,not_applicable,2021,8,20,sepsis,13,7,1,4,0,151.0,165.0,0,generator_only,35
1256,district_hospital,O2_0026,peri_urban,74,0,0,0,0,oxygen_concentrator,0,0,4.0,0,0,5,1,0,0,0,0,1,0,0,not_applicable,2024,4,16,severe_malaria,8,8,0,3,0,272.0,123.0,1,grid_unreliable,12
1257,district_hospital,O2_0185,peri_urban,71,0,0,0,0,cylinder_piped,0,0,0.5,0,1,7,2,0,0,0,0,0,0,8,cylinder_delivery_delay,2023,2,15,pneumonia_adult,0,15,0,5,5,317.0,1.0,0,none,0
1258,district_hospital,O2_0010,peri_urban,70,0,0,0,0,cylinder_portable,0,0,0.5,0,2,7,59,0,0,0,0,0,0,30,concentrator_malfunction,2021,7,14,COPD_exacerbation,0,14,0,3,1,272.0,10.0,1,generator_only,1
1259,district_hospital,O2_0092,rural,5,0,0,0,0,cylinder_portable,0,0,1.1,0,0,4,22,0,1,0,0,1,1,0,not_applicable,2022,6,8,sepsis,2,6,1,3,0,145.0,109.0,1,none,5
1260,district_hospital,O2_0084,peri_urban,38,0,0,0,0,none,0,0,5.1,0,4,3,1,0,0,0,0,1,0,0,not_applicable,2021,8,10,pneumonia_child,5,5,1,2,0,147.0,6.0,0,none,0
1261,district_hospital,O2_0081,urban,76,0,0,0,0,oxygen_concentrator,1,0,11.2,0,0,2,20,0,1,0,0,1,1,0,not_applicable,2023,8,17,pneumonia_child,7,10,0,6,0,177.0,68.0,1,grid_reliable,4
1262,district_hospital,O2_0006,urban,101,0,0,0,1,cylinder_portable,2,0,6.0,1,1,4,10,0,0,0,0,1,0,0,not_applicable,2024,10,17,severe_malaria,8,9,0,4,0,55.0,37.0,0,grid_reliable,15
1263,district_hospital,O2_0021,urban,78,0,0,0,0,none,0,0,2.7,0,3,6,2,0,0,0,0,1,1,0,not_applicable,2023,12,10,sepsis,4,6,1,3,0,138.0,37.0,0,generator_only,15
1264,district_hospital,O2_0142,peri_urban,105,0,0,0,0,oxygen_concentrator,2,1,0.1,1,3,1,1,0,0,0,0,0,0,12,cylinder_delivery_delay,2024,5,11,neonatal_respiratory,0,11,0,2,5,179.0,7.0,1,generator_only,29
1265,district_hospital,O2_0013,peri_urban,65,0,0,0,0,cylinder_piped,0,0,0.4,0,4,3,51,0,1,0,0,0,0,2,cylinder_delivery_delay,2024,12,20,sepsis,0,20,0,7,0,210.0,36.0,0,grid_unreliable,33
1266,district_hospital,O2_0149,peri_urban,74,0,0,0,0,oxygen_concentrator,3,0,11.8,0,4,7,22,0,0,0,0,0,0,12,empty_cylinders_not_collected,2022,12,18,pneumonia_adult,0,18,0,6,3,224.0,7.0,1,grid_reliable,1
1267,district_hospital,O2_0115,peri_urban,92,0,0,0,0,LOX_bulk_tank,0,0,3.0,0,2,1,15,0,1,1,1,1,1,0,not_applicable,2024,1,10,sepsis,2,8,1,4,0,172.0,12.0,0,generator_only,30
1268,district_hospital,O2_0069,urban,54,0,0,0,0,none,0,0,9.2,0,6,4,1,0,0,0,0,0,0,4,power_outage,2022,5,8,asthma_severe,0,8,0,4,0,237.0,48.0,0,none,3
1269,district_hospital,O2_0143,rural,16,0,0,0,0,cylinder_portable,0,0,5.2,0,5,1,17,0,1,0,0,0,0,30,PSA_plant_breakdown,2024,9,10,sepsis,0,10,0,5,2,195.0,63.0,1,grid_reliable,49
1270,district_hospital,O2_0011,urban,34,0,0,0,0,oxygen_concentrator,2,0,5.4,0,4,1,10,0,0,0,0,1,1,0,not_applicable,2022,8,8,asthma_severe,5,3,1,1,0,234.0,73.0,1,none,30
1271,district_hospital,O2_0103,peri_urban,41,0,0,0,0,cylinder_portable,0,0,4.7,0,1,3,16,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,4,11,COPD_exacerbation,0,11,0,5,2,194.0,82.0,1,grid_unreliable,7
1272,district_hospital,O2_0048,peri_urban,61,0,0,0,0,cylinder_portable,0,0,1.0,0,1,6,5,0,1,0,0,1,1,0,not_applicable,2024,9,15,neonatal_respiratory,7,8,0,5,0,157.0,141.0,1,grid_unreliable,30
1273,district_hospital,O2_0117,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,8.1,0,5,4,6,0,0,0,0,1,1,0,not_applicable,2021,8,7,trauma,4,3,0,1,0,248.0,167.0,1,none,54
1274,district_hospital,O2_0075,peri_urban,85,0,0,0,0,cylinder_portable,0,0,7.0,0,2,3,15,0,0,0,0,1,0,0,not_applicable,2022,4,9,neonatal_respiratory,1,8,0,3,0,185.0,3.0,0,none,7
1275,district_hospital,O2_0108,peri_urban,11,0,0,0,0,cylinder_portable,2,1,6.8,0,2,2,5,0,0,0,0,0,0,9,no_oxygen_source,2024,11,8,heart_failure,0,8,0,3,2,119.0,57.0,1,solar,36
1276,district_hospital,O2_0118,rural,17,0,0,0,0,cylinder_piped,0,0,3.3,0,2,2,9,0,1,1,1,1,1,0,not_applicable,2023,11,18,pneumonia_adult,6,12,0,3,0,182.0,113.0,1,grid_unreliable,8
1277,district_hospital,O2_0020,rural,5,0,0,0,0,none,0,0,4.0,0,3,4,24,0,0,0,0,0,0,7,funding_for_refill,2022,9,15,pneumonia_child,0,15,0,7,4,261.0,13.0,0,grid_unreliable,13
1278,district_hospital,O2_0123,peri_urban,70,0,0,0,0,cylinder_piped,0,0,10.1,0,1,3,3,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,5,9,pneumonia_child,0,9,0,6,3,218.0,45.0,1,grid_unreliable,13
1279,district_hospital,O2_0192,rural,29,0,0,1,0,oxygen_concentrator,0,0,0.5,0,3,3,12,0,1,0,0,0,0,8,no_oxygen_source,2022,9,3,pneumonia_adult,0,3,0,0,1,143.0,118.0,0,none,2
1280,district_hospital,O2_0042,rural,19,0,0,0,0,none,1,0,0.6,0,2,6,17,0,0,0,0,1,0,0,not_applicable,2024,1,12,pneumonia_child,6,6,0,3,0,284.0,29.0,0,grid_unreliable,15
1281,district_hospital,O2_0085,peri_urban,49,0,0,0,0,oxygen_concentrator,4,0,18.6,0,4,8,36,0,0,0,0,1,0,0,not_applicable,2021,6,14,COVID19_severe,3,11,1,2,0,65.0,41.0,0,generator_only,12
1282,district_hospital,O2_0122,rural,135,0,0,0,0,none,0,0,2.8,0,2,5,23,0,1,1,0,1,1,0,not_applicable,2024,9,9,COVID19_severe,2,7,0,4,0,34.0,8.0,0,grid_unreliable,51
1283,district_hospital,O2_0090,rural,138,0,0,0,0,oxygen_concentrator,1,0,3.1,0,1,4,11,0,0,0,0,1,0,0,not_applicable,2023,8,6,asthma_severe,3,3,0,1,0,328.0,0.0,0,none,1
1284,district_hospital,O2_0087,peri_urban,35,0,0,0,0,PSA_plant_onsite,0,0,0.9,0,5,3,6,1,0,0,0,1,1,0,not_applicable,2021,3,13,severe_malaria,5,8,0,4,0,125.0,9.0,1,grid_unreliable,5
1285,district_hospital,O2_0140,urban,24,0,0,0,0,cylinder_piped,0,0,10.6,0,3,1,7,0,1,1,0,0,0,7,no_oxygen_source,2024,11,15,other_hypoxemia,0,15,0,7,4,24.0,50.0,0,grid_unreliable,26
1286,district_hospital,O2_0040,rural,74,0,0,0,0,oxygen_concentrator,5,3,1.8,0,3,3,26,0,0,0,0,1,1,0,not_applicable,2022,10,15,severe_malaria,10,5,0,2,0,158.0,13.0,1,grid_reliable,6
1287,district_hospital,O2_0157,peri_urban,101,0,0,0,0,cylinder_portable,0,0,4.6,0,2,3,15,0,0,0,0,1,1,0,not_applicable,2021,7,8,COVID19_severe,4,4,0,1,0,273.0,208.0,0,none,1
1288,district_hospital,O2_0063,rural,46,0,0,1,0,cylinder_piped,0,0,3.1,0,4,3,23,0,0,0,0,0,0,15,cylinder_delivery_delay,2021,6,9,asthma_severe,0,9,0,5,1,229.0,58.0,1,grid_unreliable,56
1289,district_hospital,O2_0131,rural,92,1,0,0,0,oxygen_concentrator,0,0,2.7,0,2,2,50,0,1,0,0,0,0,1,concentrator_malfunction,2022,9,9,COPD_exacerbation,0,9,0,2,2,289.0,170.0,0,none,6
1290,district_hospital,O2_0082,peri_urban,17,0,0,0,0,cylinder_piped,0,0,7.8,0,3,5,69,0,0,0,0,1,1,0,not_applicable,2021,1,10,pneumonia_adult,7,3,0,1,0,173.0,25.0,1,solar,3
1291,district_hospital,O2_0021,rural,30,0,0,0,0,oxygen_concentrator,0,0,0.4,0,1,5,5,0,0,0,0,0,0,15,cylinder_delivery_delay,2024,3,13,neonatal_respiratory,0,13,0,2,4,277.0,60.0,0,grid_unreliable,9
1292,district_hospital,O2_0198,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,1.1,0,5,6,37,0,0,0,0,1,1,0,not_applicable,2023,4,8,sepsis,0,8,0,5,0,263.0,166.0,0,grid_unreliable,13
1293,district_hospital,O2_0094,peri_urban,68,0,0,0,0,none,0,0,13.2,0,2,4,14,0,1,0,0,1,0,0,not_applicable,2023,6,16,sepsis,4,12,0,4,0,149.0,69.0,1,grid_reliable,3
1294,district_hospital,O2_0001,rural,27,0,1,0,0,oxygen_concentrator,4,1,10.3,0,3,6,4,0,1,0,0,0,0,3,cylinder_delivery_delay,2022,12,5,pneumonia_adult,0,5,0,2,1,247.0,99.0,1,none,18
1295,district_hospital,O2_0037,rural,116,0,0,0,1,cylinder_portable,0,0,11.2,1,5,5,23,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,7,12,neonatal_respiratory,0,12,0,5,4,202.0,93.0,0,grid_unreliable,34
1296,district_hospital,O2_0058,peri_urban,66,0,0,0,0,oxygen_concentrator,0,0,0.7,0,4,6,27,0,0,0,0,0,0,19,PSA_plant_breakdown,2024,10,11,COVID19_severe,0,11,0,4,0,134.0,60.0,0,none,0
1297,district_hospital,O2_0172,peri_urban,5,0,0,0,0,cylinder_portable,0,0,5.1,0,4,2,1,0,1,0,0,1,0,0,not_applicable,2023,2,16,sepsis,5,11,1,8,0,231.0,6.0,0,grid_unreliable,6
1298,district_hospital,O2_0135,rural,43,0,0,0,0,cylinder_piped,0,0,1.0,0,2,4,7,0,1,1,0,0,0,3,cylinder_delivery_delay,2023,1,9,COVID19_severe,0,9,0,5,3,296.0,20.0,1,grid_unreliable,4
1299,district_hospital,O2_0053,rural,100,0,0,0,0,none,0,0,1.3,0,4,5,12,0,1,1,1,1,0,0,not_applicable,2024,9,10,heart_failure,6,4,0,2,0,241.0,91.0,0,grid_reliable,6
1300,district_hospital,O2_0019,rural,56,0,0,0,0,none,0,0,2.8,0,0,3,34,0,0,0,0,0,0,5,PSA_plant_breakdown,2024,12,5,pneumonia_adult,0,5,0,3,1,172.0,51.0,0,grid_unreliable,15
1301,district_hospital,O2_0120,rural,66,0,0,0,0,oxygen_concentrator,1,0,1.2,1,1,4,11,0,1,1,0,1,1,1,demand_surge,2024,8,8,COVID19_severe,3,5,0,2,0,235.0,131.0,0,none,15
1302,district_hospital,O2_0153,peri_urban,72,0,0,0,0,cylinder_portable,0,0,0.1,0,5,3,43,0,0,0,0,1,1,0,not_applicable,2023,4,18,heart_failure,7,11,0,4,0,166.0,37.0,0,grid_unreliable,5
1303,district_hospital,O2_0100,rural,97,0,0,0,0,oxygen_concentrator,2,1,11.0,0,4,2,22,0,0,0,0,1,1,1,concentrator_malfunction,2021,3,16,severe_malaria,5,11,1,5,0,285.0,8.0,1,grid_unreliable,27
1304,district_hospital,O2_0178,urban,96,0,0,0,0,cylinder_portable,0,0,0.8,0,0,4,2,0,0,0,0,1,0,0,not_applicable,2023,11,17,pneumonia_child,9,8,0,6,0,88.0,1.0,1,grid_unreliable,11
1305,district_hospital,O2_0160,rural,50,0,0,0,0,cylinder_piped,0,0,0.3,0,2,4,38,0,0,0,0,1,1,0,not_applicable,2022,8,13,COVID19_severe,6,7,1,3,0,142.0,218.0,0,generator_only,11
1306,district_hospital,O2_0075,rural,41,0,0,1,0,cylinder_portable,2,1,7.4,1,7,2,6,0,0,0,0,0,0,30,demand_surge,2023,12,14,pneumonia_child,0,14,0,8,4,222.0,4.0,1,grid_reliable,30
1307,district_hospital,O2_0066,peri_urban,56,0,0,1,0,oxygen_concentrator,3,1,2.5,1,3,5,1,0,1,0,0,0,0,4,cylinder_delivery_delay,2024,8,14,COPD_exacerbation,0,14,0,5,4,145.0,20.0,0,grid_reliable,16
1308,district_hospital,O2_0137,rural,40,0,0,0,0,oxygen_concentrator,1,0,0.7,0,1,2,32,0,0,0,0,1,0,0,not_applicable,2022,5,9,surgical_anaesthesia,5,4,0,1,0,301.0,56.0,1,solar,14
1309,district_hospital,O2_0194,rural,66,0,0,0,0,oxygen_concentrator,5,2,0.8,0,6,6,53,0,0,0,0,1,0,0,not_applicable,2024,6,11,pneumonia_child,7,4,0,2,0,253.0,15.0,1,generator_only,13
1310,district_hospital,O2_0151,rural,57,0,0,0,0,oxygen_concentrator,4,0,9.1,1,3,3,4,0,0,0,0,1,1,0,not_applicable,2024,12,19,heart_failure,10,9,0,6,0,207.0,14.0,0,generator_only,15
1311,district_hospital,O2_0135,rural,110,0,0,0,0,cylinder_piped,1,0,17.8,1,4,4,27,0,0,0,0,0,0,23,supplier_stockout,2023,9,10,COVID19_severe,0,10,0,1,4,172.0,20.0,0,none,5
1312,district_hospital,O2_0011,rural,22,0,0,0,0,cylinder_portable,0,0,0.4,0,7,5,35,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,12,8,COVID19_severe,0,8,0,5,0,114.0,30.0,0,grid_reliable,40
1313,district_hospital,O2_0039,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.8,0,4,8,26,0,0,0,0,0,0,7,concentrator_malfunction,2022,5,14,heart_failure,0,14,0,6,4,203.0,30.0,0,solar,35
1314,district_hospital,O2_0130,peri_urban,62,0,0,0,0,oxygen_concentrator,3,1,7.0,0,6,5,14,0,0,0,0,0,0,24,no_oxygen_source,2021,10,13,asthma_severe,0,13,0,7,2,309.0,10.0,0,grid_reliable,12
1315,district_hospital,O2_0046,peri_urban,8,0,0,0,0,oxygen_concentrator,1,0,1.8,0,1,8,13,0,0,0,0,1,0,0,not_applicable,2023,9,11,neonatal_respiratory,6,5,0,2,0,111.0,245.0,0,none,1
1316,district_hospital,O2_0195,peri_urban,62,0,0,0,0,oxygen_concentrator,1,0,5.7,0,5,4,4,0,0,0,0,0,0,4,power_outage,2021,11,8,heart_failure,0,8,0,3,1,233.0,0.0,1,solar,7
1317,district_hospital,O2_0188,rural,97,1,1,0,0,cylinder_portable,0,0,11.3,0,1,1,3,0,1,0,0,1,1,0,not_applicable,2022,4,7,asthma_severe,5,2,0,1,0,292.0,31.0,0,generator_only,22
1318,district_hospital,O2_0175,peri_urban,60,0,0,0,0,oxygen_concentrator,1,0,3.2,0,1,3,11,0,1,1,0,1,0,0,not_applicable,2023,6,10,surgical_anaesthesia,2,8,0,4,0,96.0,7.0,1,grid_unreliable,35
1319,district_hospital,O2_0097,rural,83,0,0,0,0,oxygen_concentrator,4,2,10.1,1,5,2,25,0,0,0,0,1,1,0,not_applicable,2024,8,16,pneumonia_adult,5,11,1,6,0,160.0,43.0,0,grid_unreliable,28
1320,district_hospital,O2_0036,peri_urban,91,0,0,0,0,cylinder_piped,0,0,4.8,0,4,5,10,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,12,14,pneumonia_child,0,14,0,3,2,295.0,30.0,0,generator_only,11
1321,district_hospital,O2_0052,rural,107,0,0,0,0,cylinder_portable,0,0,0.5,1,2,5,4,0,1,1,0,1,1,0,not_applicable,2021,1,11,neonatal_respiratory,6,5,0,0,0,234.0,16.0,1,grid_unreliable,18
1322,district_hospital,O2_0099,peri_urban,5,0,1,0,0,cylinder_portable,0,0,9.9,0,4,4,18,0,0,0,0,0,0,3,power_outage,2024,2,13,heart_failure,0,13,0,8,0,149.0,138.0,0,grid_unreliable,17
1323,district_hospital,O2_0137,peri_urban,45,0,0,0,0,cylinder_portable,0,0,6.8,0,2,4,29,0,1,1,1,1,0,0,not_applicable,2021,12,11,COVID19_severe,4,7,0,4,0,23.0,12.0,0,grid_unreliable,16
1324,district_hospital,O2_0006,peri_urban,80,0,0,0,1,cylinder_portable,4,1,2.0,1,4,4,13,0,1,1,1,1,0,0,not_applicable,2024,9,11,COPD_exacerbation,4,7,0,3,0,157.0,25.0,1,none,7
1325,district_hospital,O2_0102,rural,109,0,0,0,0,cylinder_piped,0,0,8.6,0,6,4,19,0,0,0,0,0,0,7,empty_cylinders_not_collected,2024,3,8,trauma,0,8,0,4,1,285.0,0.0,0,grid_unreliable,28
1326,district_hospital,O2_0012,rural,55,0,0,0,0,oxygen_concentrator,2,1,1.0,0,2,5,22,0,0,0,0,0,0,9,regulator_valve_failure,2023,9,12,COPD_exacerbation,0,12,0,7,5,212.0,5.0,0,none,25
1327,district_hospital,O2_0022,rural,119,0,0,0,0,oxygen_concentrator,4,3,0.7,1,2,6,7,0,0,0,0,1,0,6,power_outage,2022,9,10,surgical_anaesthesia,9,1,0,1,0,390.0,14.0,1,solar,9
1328,district_hospital,O2_0188,rural,101,0,0,0,0,oxygen_concentrator,4,2,15.0,0,3,5,9,0,1,1,0,1,0,0,not_applicable,2024,5,12,pneumonia_child,3,9,1,3,0,256.0,114.0,1,grid_unreliable,57
1329,district_hospital,O2_0165,peri_urban,65,0,0,0,0,oxygen_concentrator,4,2,3.4,0,2,4,28,0,0,0,0,1,0,0,not_applicable,2022,11,16,trauma,11,5,0,1,0,154.0,2.0,0,grid_unreliable,12
1330,district_hospital,O2_0185,peri_urban,33,0,0,0,0,cylinder_piped,0,0,2.5,0,3,4,30,0,1,1,1,0,0,10,demand_surge,2023,11,11,trauma,0,11,0,6,3,130.0,48.0,1,none,38
1331,district_hospital,O2_0001,urban,93,0,0,0,0,oxygen_concentrator,2,0,5.1,0,3,4,8,0,1,1,0,1,0,0,not_applicable,2024,5,9,COPD_exacerbation,6,3,0,2,0,168.0,17.0,1,grid_unreliable,14
1332,district_hospital,O2_0180,urban,18,0,0,0,0,oxygen_concentrator,1,0,8.1,0,5,4,2,0,0,0,0,0,0,2,no_oxygen_source,2024,3,6,surgical_anaesthesia,0,6,0,2,1,79.0,3.0,0,solar,12
1333,district_hospital,O2_0174,urban,5,0,0,0,0,cylinder_portable,0,0,1.1,0,1,3,3,0,0,0,0,0,0,21,piping_system_leak,2023,9,10,pneumonia_child,0,10,0,5,4,167.0,68.0,1,grid_unreliable,23
1334,district_hospital,O2_0124,rural,62,0,0,0,0,oxygen_concentrator,3,1,4.9,0,4,5,32,0,0,0,0,1,1,0,not_applicable,2023,12,16,neonatal_respiratory,6,10,0,3,0,173.0,0.0,1,grid_unreliable,7
1335,district_hospital,O2_0161,peri_urban,62,0,0,1,0,oxygen_concentrator,4,2,7.7,0,2,3,6,0,1,1,0,0,0,3,concentrator_malfunction,2023,10,14,COVID19_severe,0,14,0,4,2,253.0,43.0,0,solar,8
1336,district_hospital,O2_0005,urban,71,0,0,0,0,cylinder_portable,0,0,2.0,1,3,2,0,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,10,9,sepsis,0,9,0,3,4,318.0,68.0,1,grid_unreliable,1
1337,district_hospital,O2_0140,rural,23,0,0,0,0,cylinder_portable,0,0,4.5,1,2,4,15,0,0,0,0,0,0,25,cylinder_delivery_delay,2022,12,12,pneumonia_child,0,12,0,4,2,233.0,3.0,1,grid_reliable,18
1338,district_hospital,O2_0026,urban,6,1,0,0,0,cylinder_portable,0,0,1.4,0,2,4,8,0,0,0,0,0,0,30,power_outage,2022,5,20,pneumonia_child,0,20,0,10,6,228.0,78.0,0,none,9
1339,district_hospital,O2_0041,rural,5,0,0,0,0,cylinder_portable,0,0,3.1,0,1,4,8,0,0,0,0,0,0,4,empty_cylinders_not_collected,2024,9,13,neonatal_respiratory,0,13,0,6,2,190.0,40.0,0,solar,27
1340,district_hospital,O2_0096,peri_urban,19,0,0,0,0,cylinder_piped,0,0,0.2,0,1,5,5,0,1,0,0,0,0,30,cylinder_delivery_delay,2023,3,7,severe_malaria,0,7,0,4,2,300.0,9.0,0,grid_reliable,2
1341,district_hospital,O2_0078,urban,62,0,0,0,0,none,0,0,1.1,0,2,5,17,0,1,1,0,1,1,0,not_applicable,2024,3,19,severe_malaria,10,9,0,3,0,146.0,30.0,0,generator_only,0
1342,district_hospital,O2_0094,peri_urban,28,0,0,0,0,cylinder_portable,0,0,1.6,0,5,7,111,0,0,0,0,1,1,0,not_applicable,2023,10,13,asthma_severe,5,8,0,3,0,90.0,32.0,0,generator_only,16
1343,district_hospital,O2_0143,peri_urban,54,0,0,0,0,cylinder_portable,0,0,7.6,0,1,2,21,0,0,0,0,0,0,29,cylinder_delivery_delay,2024,1,12,COVID19_severe,0,12,0,6,3,215.0,409.0,1,grid_unreliable,1
1344,district_hospital,O2_0180,urban,5,0,0,0,0,cylinder_piped,0,0,0.1,0,2,6,8,0,0,0,0,1,0,0,not_applicable,2022,2,8,pneumonia_child,2,6,0,1,0,140.0,33.0,1,generator_only,28
1345,district_hospital,O2_0116,rural,146,0,0,0,0,oxygen_concentrator,4,2,4.7,0,3,5,0,0,0,0,0,1,1,0,not_applicable,2024,12,11,other_hypoxemia,5,6,1,1,0,283.0,149.0,1,grid_unreliable,9
1346,district_hospital,O2_0080,peri_urban,76,0,0,0,0,oxygen_concentrator,0,0,13.0,0,2,3,3,0,0,0,0,1,1,0,not_applicable,2021,11,13,pneumonia_adult,4,9,0,3,0,197.0,60.0,0,grid_unreliable,0
1347,district_hospital,O2_0121,urban,35,0,0,1,0,cylinder_portable,0,0,10.0,0,2,6,31,0,1,0,0,0,0,1,cylinder_delivery_delay,2021,12,14,sepsis,0,14,0,5,1,271.0,199.0,0,none,34
1348,district_hospital,O2_0166,rural,5,0,0,0,0,oxygen_concentrator,1,0,0.4,0,3,4,6,0,0,0,0,1,1,0,not_applicable,2022,1,12,neonatal_respiratory,5,7,0,4,0,130.0,26.0,1,grid_unreliable,0
1349,district_hospital,O2_0143,urban,80,0,1,0,0,LOX_bulk_tank,1,0,11.0,0,3,1,5,0,0,0,0,1,1,0,not_applicable,2021,3,6,COPD_exacerbation,3,3,0,2,0,168.0,69.0,0,none,2
1350,district_hospital,O2_0022,rural,64,0,0,0,0,cylinder_piped,0,0,13.3,0,1,1,59,0,0,0,0,1,0,0,not_applicable,2021,9,11,pneumonia_child,3,8,0,4,0,200.0,205.0,1,none,5
1351,district_hospital,O2_0057,rural,95,0,0,0,0,oxygen_concentrator,2,0,0.5,0,3,2,5,0,1,1,1,1,1,4,regulator_valve_failure,2023,4,11,sepsis,4,7,0,2,0,192.0,27.0,0,none,4
1352,district_hospital,O2_0133,rural,84,0,0,0,0,PSA_plant_onsite,0,0,3.1,0,2,3,41,1,0,0,0,0,0,7,power_outage,2024,2,14,pneumonia_adult,0,14,0,8,1,270.0,51.0,0,grid_unreliable,6
1353,district_hospital,O2_0037,peri_urban,107,0,1,0,0,oxygen_concentrator,2,0,13.3,0,4,3,13,0,1,0,0,0,0,1,piping_system_leak,2024,12,16,heart_failure,0,16,0,10,4,183.0,11.0,0,solar,24
1354,district_hospital,O2_0051,rural,15,0,0,0,0,cylinder_portable,0,0,6.5,0,5,5,5,0,0,0,0,0,0,1,no_oxygen_source,2023,6,9,trauma,0,9,0,6,3,189.0,97.0,0,none,10
1355,district_hospital,O2_0107,rural,42,0,0,0,0,oxygen_concentrator,0,0,3.7,0,7,7,8,0,0,0,0,0,0,17,supplier_stockout,2021,9,14,severe_malaria,0,14,0,9,1,255.0,45.0,0,generator_only,20
1356,district_hospital,O2_0041,rural,65,0,1,0,0,none,0,0,8.4,1,2,3,15,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,7,13,COVID19_severe,0,13,0,6,4,178.0,79.0,0,grid_unreliable,33
1357,district_hospital,O2_0136,rural,93,0,0,0,0,oxygen_concentrator,1,0,3.6,1,5,0,18,0,0,0,0,1,1,0,not_applicable,2023,2,11,neonatal_respiratory,5,6,1,2,0,256.0,19.0,1,grid_unreliable,12
1358,district_hospital,O2_0069,rural,85,0,0,0,0,oxygen_concentrator,6,4,0.9,0,1,2,1,0,0,0,0,1,0,0,not_applicable,2024,3,8,severe_malaria,4,4,1,2,0,164.0,32.0,0,grid_unreliable,9
1359,district_hospital,O2_0179,peri_urban,101,0,0,1,0,oxygen_concentrator,3,1,9.6,0,1,2,33,0,1,0,0,1,1,0,not_applicable,2024,12,15,severe_malaria,3,12,1,2,0,190.0,30.0,1,grid_unreliable,12
1360,district_hospital,O2_0118,rural,58,0,0,0,0,cylinder_piped,2,0,7.6,0,4,5,0,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,8,17,other_hypoxemia,0,17,0,9,10,203.0,106.0,1,grid_unreliable,26
1361,district_hospital,O2_0029,peri_urban,72,0,0,0,1,LOX_bulk_tank,0,0,4.3,1,4,4,18,0,1,1,1,1,1,0,not_applicable,2024,9,12,other_hypoxemia,9,3,0,3,0,278.0,14.0,0,none,1
1362,district_hospital,O2_0141,urban,102,0,0,0,0,none,0,0,2.3,0,0,3,8,0,1,0,0,0,0,7,cylinder_delivery_delay,2022,12,8,pneumonia_child,0,8,0,6,2,244.0,166.0,1,generator_only,6
1363,district_hospital,O2_0058,rural,59,0,0,0,0,cylinder_portable,0,0,1.7,0,3,3,43,0,0,0,0,1,0,0,not_applicable,2024,1,8,surgical_anaesthesia,3,5,1,2,0,161.0,5.0,1,none,6
1364,district_hospital,O2_0112,rural,63,0,0,0,0,none,3,0,2.1,0,6,4,0,0,0,0,0,0,0,1,power_outage,2022,3,3,surgical_anaesthesia,0,3,0,1,1,229.0,10.0,0,generator_only,33
1365,district_hospital,O2_0074,peri_urban,64,0,0,0,0,oxygen_concentrator,3,1,0.4,0,2,4,78,0,0,0,0,1,0,0,not_applicable,2022,11,16,COVID19_severe,5,11,0,9,0,240.0,36.0,0,grid_unreliable,11
1366,district_hospital,O2_0075,urban,65,0,0,1,0,oxygen_concentrator,1,0,0.0,0,0,4,29,0,1,0,0,1,0,0,not_applicable,2021,10,9,heart_failure,5,4,1,2,0,231.0,62.0,0,grid_unreliable,6
1367,district_hospital,O2_0111,rural,79,0,0,0,0,oxygen_concentrator,2,0,0.6,0,3,5,0,0,0,0,0,0,0,17,funding_for_refill,2021,11,8,neonatal_respiratory,0,8,0,2,1,156.0,102.0,0,none,15
1368,district_hospital,O2_0016,urban,52,0,0,0,0,oxygen_concentrator,0,0,9.9,0,4,4,1,0,1,1,0,0,0,1,power_outage,2024,5,16,pneumonia_adult,0,16,0,8,8,253.0,38.0,0,grid_unreliable,11
1369,district_hospital,O2_0005,urban,5,0,0,0,0,oxygen_concentrator,0,0,14.3,1,3,2,1,0,0,0,0,1,1,0,not_applicable,2021,4,11,surgical_anaesthesia,3,8,0,7,0,118.0,16.0,0,none,6
1370,district_hospital,O2_0145,peri_urban,5,0,0,0,0,none,0,0,1.3,0,4,5,33,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,7,9,COPD_exacerbation,0,9,0,5,3,329.0,2.0,1,generator_only,5
1371,district_hospital,O2_0045,peri_urban,57,0,1,0,0,cylinder_portable,0,0,26.1,0,2,1,4,0,0,0,0,1,0,0,not_applicable,2023,9,9,neonatal_respiratory,4,5,1,2,0,253.0,15.0,1,none,22
1372,district_hospital,O2_0067,urban,81,0,0,0,0,cylinder_piped,0,0,2.3,1,5,6,31,0,1,1,0,1,1,0,not_applicable,2023,10,18,pneumonia_child,9,9,0,5,0,238.0,44.0,0,generator_only,11
1373,district_hospital,O2_0194,peri_urban,51,0,0,0,0,none,0,0,4.3,0,3,4,10,0,0,0,0,1,1,0,not_applicable,2021,9,13,pneumonia_child,4,9,0,5,0,199.0,15.0,1,none,13
1374,district_hospital,O2_0009,peri_urban,30,0,0,0,0,oxygen_concentrator,2,1,0.4,0,2,5,3,0,0,0,0,0,0,11,supplier_stockout,2022,11,11,surgical_anaesthesia,0,11,0,5,4,240.0,61.0,0,grid_unreliable,11
1375,district_hospital,O2_0041,urban,56,0,0,0,0,none,0,0,23.4,1,6,2,19,0,1,0,0,1,0,0,not_applicable,2021,8,11,pneumonia_child,4,7,1,2,0,137.0,35.0,1,none,0
1376,district_hospital,O2_0058,rural,67,0,0,0,0,cylinder_portable,0,0,0.9,0,4,7,14,0,1,1,0,0,0,1,power_outage,2022,2,5,COPD_exacerbation,0,5,0,1,1,146.0,41.0,1,grid_unreliable,5
1377,district_hospital,O2_0156,rural,5,0,0,0,0,none,0,0,10.2,0,4,6,6,0,1,0,0,0,0,7,empty_cylinders_not_collected,2021,2,15,pneumonia_adult,0,15,0,9,4,304.0,76.0,0,solar,43
1378,district_hospital,O2_0103,rural,44,0,0,0,0,cylinder_portable,0,0,11.6,0,2,4,6,0,0,0,0,0,0,15,power_outage,2024,2,8,neonatal_respiratory,0,8,0,2,3,55.0,56.0,1,none,64
1379,district_hospital,O2_0115,urban,48,0,0,0,0,oxygen_concentrator,0,0,2.2,0,5,5,8,0,0,0,0,1,0,0,not_applicable,2024,10,8,pneumonia_adult,2,6,1,3,0,241.0,24.0,0,grid_unreliable,16
1380,district_hospital,O2_0027,rural,57,0,0,0,0,none,0,0,4.7,0,4,6,28,0,0,0,0,0,0,30,PSA_plant_breakdown,2022,2,10,pneumonia_child,0,10,0,7,4,340.0,24.0,0,none,12
1381,district_hospital,O2_0094,rural,73,0,0,0,0,oxygen_concentrator,4,0,7.6,0,3,6,0,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,5,13,pneumonia_adult,0,13,0,4,4,192.0,107.0,1,none,2
1382,district_hospital,O2_0165,peri_urban,111,0,0,0,0,oxygen_concentrator,1,0,3.2,0,6,3,69,0,0,0,0,0,0,21,concentrator_malfunction,2023,7,14,COVID19_severe,0,14,0,10,3,98.0,145.0,0,grid_reliable,3
1383,district_hospital,O2_0199,urban,81,0,0,0,0,oxygen_concentrator,0,0,4.6,0,2,5,5,0,0,0,0,1,1,0,not_applicable,2021,4,9,COPD_exacerbation,4,5,0,1,0,201.0,47.0,1,grid_unreliable,40
1384,district_hospital,O2_0056,rural,5,0,0,0,0,oxygen_concentrator,3,1,1.1,0,2,3,59,0,0,0,0,0,0,6,concentrator_malfunction,2022,12,15,sepsis,0,15,0,10,7,177.0,95.0,0,grid_unreliable,17
1385,district_hospital,O2_0196,rural,139,0,0,0,0,oxygen_concentrator,2,1,1.4,0,1,8,70,0,0,0,0,1,0,0,not_applicable,2023,6,11,severe_malaria,3,8,1,3,0,136.0,118.0,1,grid_unreliable,1
1386,district_hospital,O2_0105,urban,62,0,0,0,0,oxygen_concentrator,2,1,12.2,0,2,2,11,0,0,0,0,0,0,8,cylinder_delivery_delay,2023,10,10,heart_failure,0,10,0,3,2,196.0,74.0,0,grid_reliable,18
1387,district_hospital,O2_0025,peri_urban,99,0,0,0,0,cylinder_piped,0,0,3.3,0,4,4,20,0,0,0,0,1,1,0,not_applicable,2024,3,13,COVID19_severe,4,9,0,3,0,139.0,19.0,0,grid_unreliable,16
1388,district_hospital,O2_0135,peri_urban,80,1,0,0,0,oxygen_concentrator,3,0,6.2,0,1,7,0,0,0,0,0,0,0,30,concentrator_malfunction,2024,12,14,neonatal_respiratory,0,14,0,10,3,140.0,219.0,0,generator_only,26
1389,district_hospital,O2_0146,rural,67,0,0,0,0,cylinder_piped,2,0,6.3,1,1,7,5,0,0,0,0,0,0,19,power_outage,2023,3,23,pneumonia_adult,0,23,0,15,8,208.0,27.0,0,grid_unreliable,1
1390,district_hospital,O2_0100,rural,95,0,1,0,0,cylinder_portable,4,1,3.4,0,4,5,26,0,1,0,0,0,0,8,no_oxygen_source,2021,1,19,pneumonia_child,0,19,0,10,4,8.0,13.0,0,grid_unreliable,8
1391,district_hospital,O2_0098,urban,65,0,0,0,0,cylinder_portable,0,0,2.4,0,2,2,23,0,1,0,0,1,0,0,not_applicable,2022,1,11,COVID19_severe,5,6,0,1,0,181.0,51.0,1,none,1
1392,district_hospital,O2_0159,rural,52,0,0,0,0,oxygen_concentrator,2,0,0.7,0,2,4,43,0,0,0,0,0,0,8,piping_system_leak,2022,2,7,pneumonia_child,0,7,0,4,1,72.0,51.0,0,generator_only,2
1393,district_hospital,O2_0118,rural,60,0,1,0,0,cylinder_portable,0,0,1.0,0,4,4,5,0,1,1,0,1,1,0,not_applicable,2023,3,15,pneumonia_child,4,11,0,4,0,206.0,33.0,0,none,1
1394,district_hospital,O2_0043,urban,21,0,0,0,0,cylinder_portable,0,0,4.2,0,0,4,8,0,1,0,0,1,1,4,empty_cylinders_not_collected,2022,7,9,severe_malaria,2,7,0,2,0,258.0,7.0,1,generator_only,33
1395,district_hospital,O2_0139,peri_urban,66,0,1,0,0,cylinder_piped,1,0,2.4,0,2,2,2,0,1,0,0,1,1,0,not_applicable,2022,8,16,asthma_severe,2,14,0,9,0,239.0,32.0,0,grid_unreliable,11
1396,district_hospital,O2_0159,rural,36,0,0,0,0,cylinder_portable,0,0,0.5,0,2,4,70,0,0,0,0,1,1,0,not_applicable,2024,11,8,neonatal_respiratory,4,4,0,1,0,194.0,46.0,0,none,12
1397,district_hospital,O2_0111,urban,11,0,0,0,0,oxygen_concentrator,0,0,7.4,0,3,7,45,0,0,0,0,1,1,0,not_applicable,2024,1,15,neonatal_respiratory,7,8,0,4,0,323.0,11.0,1,grid_unreliable,8
1398,district_hospital,O2_0061,rural,65,0,0,0,0,LOX_bulk_tank,0,0,1.8,0,3,1,9,0,0,0,0,0,0,1,concentrator_malfunction,2022,9,15,asthma_severe,0,15,0,10,1,196.0,135.0,1,none,77
1399,district_hospital,O2_0084,urban,36,0,0,0,0,cylinder_portable,4,2,1.7,0,0,5,37,0,0,0,0,1,1,7,empty_cylinders_not_collected,2023,2,10,trauma,1,9,0,3,0,305.0,3.0,0,grid_unreliable,6
1400,district_hospital,O2_0006,rural,11,0,0,0,0,cylinder_portable,0,0,0.5,0,3,6,17,0,1,0,0,1,1,0,not_applicable,2023,1,5,pneumonia_adult,2,3,1,2,0,180.0,21.0,0,none,7
1401,district_hospital,O2_0020,peri_urban,74,0,0,0,0,none,0,0,24.7,0,5,3,2,0,0,0,0,0,0,4,concentrator_malfunction,2023,6,10,COPD_exacerbation,0,10,0,6,2,134.0,36.0,1,solar,3
1402,district_hospital,O2_0195,urban,23,0,0,0,0,cylinder_portable,0,0,11.1,0,4,2,40,0,0,0,0,1,0,0,not_applicable,2023,7,11,neonatal_respiratory,3,8,1,3,0,200.0,60.0,1,generator_only,5
1403,district_hospital,O2_0084,rural,108,0,0,0,0,cylinder_portable,0,0,1.8,0,3,5,38,0,0,0,0,1,0,0,not_applicable,2024,9,18,heart_failure,6,12,1,6,0,338.0,128.0,0,none,14
1404,district_hospital,O2_0123,peri_urban,80,0,0,0,0,cylinder_piped,0,0,7.9,0,4,5,40,0,0,0,0,0,0,7,concentrator_malfunction,2022,11,7,severe_malaria,0,7,0,2,2,254.0,25.0,0,solar,15
1405,district_hospital,O2_0051,rural,98,0,0,0,0,cylinder_piped,2,1,5.6,0,1,5,14,0,0,0,0,1,0,2,cylinder_delivery_delay,2023,11,15,heart_failure,3,12,1,6,0,278.0,23.0,0,grid_unreliable,18
1406,district_hospital,O2_0046,rural,22,0,0,0,0,none,0,0,4.2,0,2,4,3,0,0,0,0,1,1,4,power_outage,2024,12,18,COVID19_severe,8,10,1,6,0,245.0,32.0,0,grid_unreliable,14
1407,district_hospital,O2_0073,peri_urban,95,0,0,0,0,oxygen_concentrator,4,1,3.6,1,2,3,10,0,0,0,0,1,1,0,not_applicable,2022,11,7,surgical_anaesthesia,2,5,0,3,0,239.0,58.0,0,grid_unreliable,25
1408,district_hospital,O2_0004,peri_urban,27,0,0,0,0,oxygen_concentrator,2,0,4.8,0,4,1,8,0,0,0,0,1,1,0,not_applicable,2022,11,9,trauma,6,3,1,2,0,230.0,66.0,0,grid_unreliable,18
1409,district_hospital,O2_0084,peri_urban,24,0,0,0,1,cylinder_piped,0,0,0.3,1,0,7,19,0,0,0,0,0,0,1,supplier_stockout,2021,7,12,COPD_exacerbation,0,12,0,6,4,321.0,4.0,0,grid_reliable,0
1410,district_hospital,O2_0147,urban,5,0,0,1,0,cylinder_portable,0,0,5.1,0,1,7,4,0,0,0,0,0,0,19,power_outage,2023,4,18,surgical_anaesthesia,0,18,0,7,4,202.0,34.0,0,grid_reliable,7
1411,district_hospital,O2_0023,urban,49,0,0,0,0,LOX_bulk_tank,0,0,14.4,0,2,2,26,0,0,0,0,1,1,0,not_applicable,2022,8,17,pneumonia_child,6,11,0,6,0,219.0,21.0,0,generator_only,35
1412,district_hospital,O2_0013,peri_urban,57,0,0,0,0,oxygen_concentrator,1,0,11.8,0,3,6,13,0,0,0,0,0,0,4,power_outage,2023,11,12,other_hypoxemia,0,12,0,6,2,151.0,36.0,1,grid_unreliable,21
1413,district_hospital,O2_0131,rural,58,0,0,0,0,none,0,0,5.7,0,2,3,1,0,1,0,0,1,1,0,not_applicable,2022,3,15,heart_failure,9,6,0,4,0,197.0,10.0,0,generator_only,16
1414,district_hospital,O2_0148,rural,5,0,0,0,0,oxygen_concentrator,5,1,0.2,0,5,3,5,0,1,0,0,1,0,0,not_applicable,2023,7,14,heart_failure,3,11,0,5,0,269.0,200.0,1,none,24
1415,district_hospital,O2_0009,peri_urban,137,0,0,0,0,cylinder_portable,0,0,4.5,0,1,5,15,0,1,0,0,0,0,1,empty_cylinders_not_collected,2021,5,16,pneumonia_adult,0,16,0,5,2,170.0,37.0,0,grid_unreliable,10
1416,district_hospital,O2_0056,rural,6,0,0,0,0,cylinder_portable,2,1,1.5,0,4,5,16,0,0,0,0,1,1,0,not_applicable,2022,2,7,pneumonia_child,2,5,1,2,0,145.0,121.0,0,none,16
1417,district_hospital,O2_0160,urban,5,1,0,0,0,cylinder_piped,0,0,2.6,0,3,2,8,0,0,0,0,0,0,11,piping_system_leak,2024,3,12,severe_malaria,0,12,0,5,5,285.0,13.0,0,grid_unreliable,0
1418,district_hospital,O2_0027,urban,120,0,0,0,0,cylinder_piped,0,0,0.4,0,7,6,32,0,1,1,1,0,0,19,power_outage,2022,2,11,pneumonia_child,0,11,0,7,2,272.0,7.0,0,grid_unreliable,14
1419,district_hospital,O2_0113,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.3,0,3,0,15,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,1,17,pneumonia_adult,0,17,0,9,0,231.0,92.0,0,none,8
1420,district_hospital,O2_0137,peri_urban,79,0,0,0,0,none,2,0,1.3,0,3,3,50,0,0,0,0,0,0,1,power_outage,2021,2,10,surgical_anaesthesia,0,10,0,2,1,271.0,21.0,1,grid_unreliable,62
1421,district_hospital,O2_0194,peri_urban,65,0,0,0,0,cylinder_portable,0,0,4.1,0,6,4,4,0,0,0,0,0,0,6,piping_system_leak,2022,6,8,asthma_severe,0,8,0,2,2,190.0,132.0,1,grid_unreliable,12
1422,district_hospital,O2_0091,peri_urban,5,0,0,0,0,cylinder_piped,0,0,5.2,0,3,3,23,0,0,0,0,1,1,0,not_applicable,2023,9,10,sepsis,2,8,1,4,0,188.0,39.0,0,none,15
1423,district_hospital,O2_0177,peri_urban,63,0,0,1,0,cylinder_portable,0,0,19.3,0,2,7,11,0,1,0,0,1,1,0,not_applicable,2024,8,11,other_hypoxemia,5,6,1,2,0,296.0,97.0,0,generator_only,6
1424,district_hospital,O2_0151,urban,111,0,0,0,0,cylinder_portable,0,0,2.8,0,2,3,0,0,0,0,0,0,0,14,power_outage,2024,6,12,pneumonia_adult,0,12,0,5,3,219.0,13.0,0,solar,12
1425,district_hospital,O2_0164,rural,16,0,0,0,0,cylinder_portable,0,0,3.1,0,6,3,157,0,0,0,0,1,0,0,not_applicable,2024,8,6,pneumonia_child,1,5,0,3,0,220.0,3.0,0,grid_reliable,1
1426,district_hospital,O2_0106,peri_urban,5,0,0,0,0,oxygen_concentrator,3,1,2.7,0,0,4,63,0,0,0,0,1,1,0,not_applicable,2022,9,9,neonatal_respiratory,3,6,0,4,0,336.0,67.0,0,grid_reliable,18
1427,district_hospital,O2_0034,peri_urban,88,0,0,0,1,none,0,0,3.6,1,6,3,20,0,0,0,0,0,0,1,concentrator_malfunction,2022,4,16,neonatal_respiratory,0,16,0,5,4,400.0,84.0,0,grid_unreliable,12
1428,district_hospital,O2_0165,peri_urban,57,0,0,0,0,oxygen_concentrator,2,0,0.8,0,1,3,2,0,1,0,0,0,0,10,PSA_plant_breakdown,2024,12,13,severe_malaria,0,13,0,4,1,223.0,5.0,0,generator_only,5
1429,district_hospital,O2_0153,urban,90,0,0,0,0,PSA_plant_onsite,0,0,0.2,1,2,4,8,1,1,0,0,1,1,6,supplier_stockout,2022,4,10,severe_malaria,2,8,0,6,0,104.0,8.0,1,grid_unreliable,6
1430,district_hospital,O2_0069,rural,62,0,0,0,0,LOX_bulk_tank,0,0,5.2,1,2,6,0,0,0,0,0,1,0,0,not_applicable,2023,1,12,asthma_severe,8,4,0,1,0,199.0,109.0,0,none,31
1431,district_hospital,O2_0136,urban,52,0,0,0,0,cylinder_portable,0,0,1.9,0,1,6,7,0,0,0,0,0,0,14,PSA_plant_breakdown,2022,9,9,surgical_anaesthesia,0,9,0,2,2,258.0,6.0,1,grid_reliable,7
1432,district_hospital,O2_0083,rural,50,0,0,0,0,none,2,1,4.6,0,2,4,15,0,0,0,0,1,1,0,not_applicable,2023,9,14,COVID19_severe,8,6,0,1,0,235.0,1.0,1,none,5
1433,district_hospital,O2_0109,peri_urban,74,0,0,0,0,cylinder_piped,0,0,0.7,0,6,3,71,0,1,0,0,0,0,1,no_oxygen_source,2021,1,15,other_hypoxemia,0,15,0,7,0,105.0,2.0,1,generator_only,0
1434,district_hospital,O2_0092,peri_urban,131,0,0,0,0,none,0,0,7.3,1,4,1,45,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,7,17,sepsis,0,17,0,6,1,96.0,39.0,1,grid_unreliable,49
1435,district_hospital,O2_0058,rural,101,0,0,0,0,none,3,0,4.6,0,3,4,21,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,3,24,pneumonia_child,0,24,0,13,9,172.0,11.0,1,grid_unreliable,5
1436,district_hospital,O2_0148,rural,62,0,0,0,0,none,0,0,1.1,0,5,4,128,0,0,0,0,1,0,0,not_applicable,2024,7,21,asthma_severe,5,16,1,5,0,266.0,19.0,0,none,2
1437,district_hospital,O2_0172,urban,33,0,0,0,0,cylinder_piped,0,0,9.4,0,1,5,2,0,1,1,0,1,1,0,not_applicable,2024,2,11,other_hypoxemia,3,8,1,4,0,107.0,53.0,0,solar,46
1438,district_hospital,O2_0135,urban,5,0,0,1,0,oxygen_concentrator,2,1,2.5,0,0,4,27,0,1,0,0,0,0,2,concentrator_malfunction,2024,6,10,pneumonia_adult,0,10,0,5,2,53.0,83.0,1,none,10
1439,district_hospital,O2_0036,urban,18,0,0,0,1,LOX_bulk_tank,0,0,2.7,1,6,5,45,0,1,0,0,0,0,9,concentrator_malfunction,2022,5,17,trauma,0,17,0,7,4,257.0,9.0,1,none,21
1440,district_hospital,O2_0149,urban,16,0,0,0,0,cylinder_portable,0,0,38.3,0,8,6,4,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,8,15,surgical_anaesthesia,0,15,0,5,5,327.0,58.0,0,none,1
1441,district_hospital,O2_0152,peri_urban,113,0,0,0,0,oxygen_concentrator,1,0,1.7,0,0,1,13,0,1,0,0,1,1,0,not_applicable,2022,7,13,neonatal_respiratory,4,9,0,4,0,379.0,13.0,1,solar,8
1442,district_hospital,O2_0084,peri_urban,5,0,0,0,0,cylinder_piped,0,0,2.0,0,2,3,7,0,0,0,0,0,0,8,funding_for_refill,2024,7,16,sepsis,0,16,0,7,7,145.0,74.0,0,generator_only,7
1443,district_hospital,O2_0010,rural,78,0,1,0,0,cylinder_piped,0,0,0.3,0,2,2,29,0,0,0,0,1,1,0,not_applicable,2024,1,6,severe_malaria,2,4,0,2,0,274.0,24.0,0,grid_reliable,56
1444,district_hospital,O2_0075,urban,5,0,0,0,0,LOX_bulk_tank,0,0,0.3,1,5,2,16,0,0,0,0,0,0,16,concentrator_malfunction,2024,9,10,heart_failure,0,10,0,2,2,257.0,9.0,0,none,3
1445,district_hospital,O2_0144,urban,112,0,0,0,0,oxygen_concentrator,3,1,11.0,0,3,3,5,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,5,12,neonatal_respiratory,0,12,0,5,3,282.0,106.0,0,solar,13
1446,district_hospital,O2_0137,rural,59,0,0,0,0,oxygen_concentrator,2,0,0.2,0,4,5,20,0,0,0,0,0,0,19,funding_for_refill,2023,12,15,neonatal_respiratory,0,15,0,7,6,152.0,22.0,0,solar,10
1447,district_hospital,O2_0027,peri_urban,17,0,0,0,0,oxygen_concentrator,2,0,1.9,0,1,3,2,0,1,0,0,1,1,0,not_applicable,2024,6,13,pneumonia_adult,6,7,0,1,0,175.0,2.0,1,grid_unreliable,26
1448,district_hospital,O2_0112,rural,73,0,0,0,1,oxygen_concentrator,2,0,2.6,1,5,6,28,0,1,0,0,1,1,0,not_applicable,2024,1,13,heart_failure,2,11,0,3,0,190.0,98.0,1,solar,18
1449,district_hospital,O2_0169,peri_urban,26,0,0,0,0,none,0,0,3.3,0,1,3,33,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,1,12,pneumonia_adult,0,12,0,5,5,90.0,33.0,1,generator_only,25
1450,district_hospital,O2_0169,peri_urban,62,0,0,0,0,cylinder_piped,0,0,3.3,0,5,3,0,0,0,0,0,0,0,1,demand_surge,2024,3,18,trauma,0,18,0,4,7,209.0,40.0,1,grid_unreliable,16
1451,district_hospital,O2_0060,rural,47,0,0,0,0,cylinder_portable,0,0,2.4,0,4,1,9,0,1,0,0,1,1,0,not_applicable,2023,6,13,heart_failure,6,7,0,3,0,218.0,98.0,1,grid_unreliable,13
1452,district_hospital,O2_0011,rural,86,0,0,0,0,oxygen_concentrator,1,0,0.6,0,6,4,22,0,0,0,0,0,0,21,concentrator_malfunction,2021,3,7,surgical_anaesthesia,0,7,0,2,1,161.0,20.0,0,generator_only,31
1453,district_hospital,O2_0106,rural,92,0,1,0,0,oxygen_concentrator,3,1,1.8,0,1,8,31,0,1,0,0,0,0,29,concentrator_malfunction,2022,5,10,pneumonia_child,0,10,0,6,0,212.0,29.0,0,none,9
1454,district_hospital,O2_0084,peri_urban,70,0,0,0,0,LOX_bulk_tank,0,0,5.6,0,6,3,21,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,4,9,asthma_severe,0,9,0,6,1,129.0,18.0,1,none,0
1455,district_hospital,O2_0106,peri_urban,34,0,0,0,0,cylinder_piped,0,0,2.5,0,2,7,20,0,1,1,0,1,1,0,not_applicable,2024,12,15,asthma_severe,6,9,0,2,0,99.0,71.0,0,none,40
1456,district_hospital,O2_0113,rural,40,0,0,0,0,oxygen_concentrator,3,0,5.0,0,4,0,70,0,1,1,1,1,0,0,not_applicable,2022,2,12,other_hypoxemia,6,6,1,5,0,155.0,5.0,0,grid_reliable,1
1457,district_hospital,O2_0196,peri_urban,119,0,0,1,0,none,0,0,0.5,0,3,4,0,0,0,0,0,1,1,0,not_applicable,2024,6,13,pneumonia_child,3,10,0,4,0,202.0,78.0,1,none,54
1458,district_hospital,O2_0164,rural,5,0,0,0,0,oxygen_concentrator,0,0,7.2,0,4,4,11,0,0,0,0,1,0,1,PSA_plant_breakdown,2023,4,12,other_hypoxemia,4,8,1,3,0,232.0,26.0,1,solar,66
1459,district_hospital,O2_0197,rural,60,0,0,0,0,none,0,0,0.2,0,1,2,1,0,1,0,0,1,0,0,not_applicable,2024,4,9,pneumonia_child,2,7,1,2,0,264.0,117.0,1,grid_unreliable,22
1460,district_hospital,O2_0076,rural,123,0,0,0,0,cylinder_piped,0,0,6.5,0,4,3,12,0,0,0,0,0,0,4,concentrator_malfunction,2023,5,11,sepsis,0,11,0,5,2,284.0,21.0,1,none,2
1461,district_hospital,O2_0009,rural,38,0,0,0,0,none,0,0,12.2,0,1,7,4,0,1,1,0,1,1,0,not_applicable,2023,8,18,trauma,5,13,1,6,0,211.0,9.0,1,solar,25
1462,district_hospital,O2_0122,peri_urban,6,0,0,0,0,cylinder_portable,2,0,1.5,1,2,2,1,0,0,0,0,0,0,14,funding_for_refill,2023,8,15,other_hypoxemia,0,15,0,7,4,186.0,60.0,1,none,9
1463,district_hospital,O2_0016,peri_urban,50,0,0,0,0,none,0,0,0.6,0,1,5,5,0,0,0,0,1,0,5,cylinder_delivery_delay,2024,1,8,pneumonia_adult,5,3,1,3,0,135.0,34.0,0,grid_unreliable,26
1464,district_hospital,O2_0043,peri_urban,91,0,0,0,0,cylinder_piped,0,0,0.9,0,5,7,67,0,1,1,0,1,1,0,not_applicable,2023,3,19,pneumonia_child,9,10,1,4,0,323.0,37.0,0,solar,0
1465,district_hospital,O2_0015,rural,5,0,0,0,0,cylinder_portable,0,0,2.4,0,6,5,6,0,1,0,0,1,0,0,not_applicable,2024,3,12,heart_failure,5,7,0,2,0,125.0,33.0,1,generator_only,10
1466,district_hospital,O2_0040,peri_urban,64,0,0,0,0,oxygen_concentrator,2,0,0.7,1,4,5,4,0,0,0,0,1,0,1,supplier_stockout,2024,12,10,severe_malaria,6,4,0,1,0,145.0,101.0,0,none,3
1467,district_hospital,O2_0161,rural,148,0,0,0,0,cylinder_portable,1,0,2.7,0,7,6,8,0,1,0,0,1,1,0,not_applicable,2023,2,11,surgical_anaesthesia,5,6,1,3,0,186.0,22.0,0,solar,0
1468,district_hospital,O2_0090,rural,26,0,0,0,0,oxygen_concentrator,2,1,3.2,0,4,7,67,0,0,0,0,0,0,3,concentrator_malfunction,2023,4,6,pneumonia_adult,0,6,0,3,0,147.0,31.0,0,solar,0
1469,district_hospital,O2_0167,rural,106,0,0,0,0,cylinder_portable,0,0,1.1,0,3,5,6,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,8,19,asthma_severe,0,19,0,10,0,202.0,4.0,0,grid_unreliable,4
1470,district_hospital,O2_0131,rural,27,0,0,0,0,PSA_plant_onsite,0,0,12.9,0,4,3,8,1,0,0,0,1,1,0,not_applicable,2024,6,13,pneumonia_adult,3,10,1,3,0,19.0,76.0,1,none,4
1471,district_hospital,O2_0059,peri_urban,5,0,0,0,0,cylinder_portable,0,0,7.4,0,2,1,8,0,0,0,0,0,0,4,no_oxygen_source,2023,2,13,severe_malaria,0,13,0,7,7,155.0,87.0,1,none,3
1472,district_hospital,O2_0159,peri_urban,53,0,0,0,0,oxygen_concentrator,2,1,4.1,0,3,3,28,0,0,0,0,0,0,12,empty_cylinders_not_collected,2023,1,12,other_hypoxemia,0,12,0,3,4,326.0,15.0,0,solar,67
1473,district_hospital,O2_0017,rural,63,0,0,0,0,cylinder_portable,0,0,0.1,0,2,4,13,0,0,0,0,0,0,1,piping_system_leak,2023,10,13,trauma,0,13,0,8,5,245.0,16.0,0,none,35
1474,district_hospital,O2_0172,urban,55,0,0,0,0,cylinder_portable,0,0,3.1,0,3,4,36,0,0,0,0,1,1,0,not_applicable,2022,10,7,severe_malaria,1,6,0,4,0,133.0,17.0,0,grid_reliable,12
1475,district_hospital,O2_0192,rural,63,0,0,0,0,oxygen_concentrator,5,2,0.5,0,2,3,18,0,1,1,0,0,0,3,cylinder_delivery_delay,2022,7,16,severe_malaria,0,16,0,5,3,184.0,11.0,1,solar,11
1476,district_hospital,O2_0164,peri_urban,6,0,0,0,0,cylinder_portable,0,0,0.4,0,6,4,36,0,1,0,0,1,1,1,concentrator_malfunction,2022,1,12,trauma,5,7,1,5,0,251.0,73.0,1,grid_unreliable,1
1477,district_hospital,O2_0176,urban,59,0,0,1,0,cylinder_portable,0,0,0.3,0,3,3,2,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,5,11,trauma,0,11,0,5,5,239.0,81.0,0,generator_only,11
1478,district_hospital,O2_0067,peri_urban,43,0,0,0,0,cylinder_portable,0,0,6.2,0,5,1,8,0,0,0,0,0,0,26,cylinder_delivery_delay,2022,2,4,COVID19_severe,0,4,0,3,0,200.0,19.0,0,grid_unreliable,19
1479,district_hospital,O2_0196,peri_urban,16,0,0,0,0,LOX_bulk_tank,0,0,10.7,0,1,4,0,0,0,0,0,1,1,3,concentrator_malfunction,2021,7,8,neonatal_respiratory,4,4,1,0,0,288.0,39.0,0,generator_only,23
1480,district_hospital,O2_0181,rural,29,0,0,0,0,none,2,1,2.6,0,2,4,8,0,1,0,0,1,1,0,not_applicable,2024,4,11,COVID19_severe,3,8,0,3,0,200.0,94.0,0,none,6
1481,district_hospital,O2_0017,peri_urban,33,0,0,0,0,oxygen_concentrator,2,0,6.7,0,2,5,17,0,1,0,0,1,1,0,not_applicable,2023,12,11,neonatal_respiratory,3,8,0,5,0,201.0,27.0,0,grid_unreliable,12
1482,district_hospital,O2_0119,urban,47,0,0,0,0,oxygen_concentrator,0,0,1.0,0,3,3,16,0,0,0,0,0,0,11,no_oxygen_source,2023,6,13,severe_malaria,0,13,0,5,2,155.0,43.0,1,grid_reliable,3
1483,district_hospital,O2_0150,rural,5,0,0,0,0,none,0,0,3.1,0,0,3,10,0,1,0,0,1,0,0,not_applicable,2023,4,7,pneumonia_adult,3,4,0,2,0,155.0,128.0,0,solar,14
1484,district_hospital,O2_0160,rural,62,0,0,0,0,oxygen_concentrator,3,2,12.9,0,2,6,1,0,1,0,0,1,1,0,not_applicable,2021,11,10,COVID19_severe,2,8,1,4,0,204.0,76.0,0,grid_reliable,68
1485,district_hospital,O2_0119,rural,150,0,0,0,0,cylinder_piped,0,0,0.4,0,3,4,27,0,0,0,0,1,1,0,not_applicable,2024,12,10,neonatal_respiratory,3,7,0,5,0,230.0,43.0,1,none,34
1486,district_hospital,O2_0095,rural,18,0,0,0,0,cylinder_piped,0,0,1.5,0,2,5,11,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,10,11,neonatal_respiratory,0,11,0,6,1,147.0,16.0,1,none,1
1487,district_hospital,O2_0144,peri_urban,5,0,1,0,0,cylinder_portable,3,0,5.0,0,5,6,3,0,0,0,0,1,0,0,not_applicable,2024,2,6,severe_malaria,3,3,0,2,0,295.0,12.0,0,grid_reliable,47
1488,district_hospital,O2_0190,peri_urban,62,0,0,0,0,oxygen_concentrator,1,0,6.1,0,6,4,24,0,1,0,0,1,1,0,not_applicable,2024,9,10,neonatal_respiratory,4,6,0,4,0,218.0,38.0,0,grid_unreliable,6
1489,district_hospital,O2_0128,rural,64,0,0,0,0,PSA_plant_onsite,1,0,2.0,0,3,3,50,1,1,0,0,1,0,1,power_outage,2024,8,11,neonatal_respiratory,6,5,1,2,0,205.0,56.0,0,none,10
1490,district_hospital,O2_0162,rural,85,0,0,0,0,oxygen_concentrator,3,2,0.1,0,2,1,6,0,0,0,0,1,0,0,not_applicable,2024,12,23,heart_failure,11,12,0,7,0,164.0,8.0,0,none,22
1491,district_hospital,O2_0133,peri_urban,136,0,0,0,1,cylinder_portable,0,0,8.1,1,2,2,9,0,0,0,0,1,1,0,not_applicable,2022,1,13,pneumonia_child,7,6,1,2,0,258.0,30.0,0,grid_reliable,6
1492,district_hospital,O2_0006,urban,93,0,0,0,0,oxygen_concentrator,2,0,2.3,0,5,6,7,0,1,0,0,0,0,8,supplier_stockout,2021,10,19,pneumonia_child,0,19,0,12,7,281.0,122.0,1,grid_unreliable,4
1493,district_hospital,O2_0005,rural,38,0,0,0,0,none,0,0,4.1,1,3,3,11,0,0,0,0,0,0,13,demand_surge,2024,3,10,asthma_severe,0,10,0,7,3,151.0,24.0,0,grid_reliable,17
1494,district_hospital,O2_0041,peri_urban,71,0,0,0,0,oxygen_concentrator,2,0,4.0,0,3,9,23,0,0,0,0,0,0,1,PSA_plant_breakdown,2023,7,10,surgical_anaesthesia,0,10,0,8,2,173.0,129.0,1,grid_unreliable,39
1495,district_hospital,O2_0133,peri_urban,36,0,0,0,0,oxygen_concentrator,2,0,2.9,0,7,6,20,0,1,1,0,1,1,2,demand_surge,2023,10,7,severe_malaria,4,3,0,1,0,52.0,5.0,0,grid_unreliable,18
1496,district_hospital,O2_0001,rural,5,0,0,0,0,none,0,0,9.3,0,6,3,27,0,0,0,0,0,0,1,regulator_valve_failure,2022,2,14,neonatal_respiratory,0,14,0,6,3,337.0,86.0,0,grid_unreliable,2
1497,district_hospital,O2_0108,rural,10,0,0,0,1,LOX_bulk_tank,0,0,3.5,1,1,5,67,0,0,0,0,1,0,0,not_applicable,2022,3,12,pneumonia_adult,2,10,0,3,0,240.0,1.0,0,grid_unreliable,35
1498,district_hospital,O2_0029,rural,50,0,0,0,1,cylinder_portable,0,0,10.4,1,2,4,15,0,0,0,0,0,0,5,demand_surge,2023,2,13,COPD_exacerbation,0,13,0,5,2,242.0,213.0,0,grid_reliable,2
1499,district_hospital,O2_0147,rural,85,0,0,0,0,none,0,0,5.7,1,4,8,35,0,1,0,0,0,0,10,demand_surge,2022,10,12,pneumonia_adult,0,12,0,4,6,269.0,11.0,1,grid_unreliable,13
1500,district_hospital,O2_0081,peri_urban,129,0,1,0,0,none,0,0,14.3,0,1,7,33,0,0,0,0,1,1,0,not_applicable,2022,5,4,heart_failure,1,3,0,1,0,133.0,4.0,1,grid_unreliable,7
1501,district_hospital,O2_0022,rural,121,0,0,0,0,cylinder_piped,0,0,7.2,0,1,4,3,0,1,0,0,1,1,0,not_applicable,2021,8,13,severe_malaria,7,6,0,3,0,192.0,2.0,0,generator_only,5
1502,district_hospital,O2_0132,rural,60,0,0,0,0,oxygen_concentrator,3,0,11.6,0,5,4,18,0,0,0,0,1,0,15,power_outage,2023,2,16,neonatal_respiratory,6,10,0,6,0,203.0,20.0,0,solar,23
1503,district_hospital,O2_0089,peri_urban,15,0,0,0,0,cylinder_portable,0,0,0.5,0,3,6,10,0,0,0,0,0,0,15,cylinder_delivery_delay,2021,10,12,severe_malaria,0,12,0,2,0,153.0,93.0,0,grid_unreliable,4
1504,district_hospital,O2_0017,rural,85,0,0,0,0,cylinder_portable,0,0,4.7,0,8,2,37,0,1,0,0,1,1,1,regulator_valve_failure,2022,7,10,COVID19_severe,3,7,0,4,0,103.0,95.0,0,grid_reliable,37
1505,district_hospital,O2_0141,urban,95,0,0,0,0,oxygen_concentrator,0,0,0.1,0,3,3,15,0,0,0,0,1,0,0,not_applicable,2021,12,7,COVID19_severe,4,3,1,2,0,64.0,46.0,0,none,15
1506,district_hospital,O2_0124,urban,68,0,0,0,0,LOX_bulk_tank,0,0,5.8,0,6,4,14,0,0,0,0,1,0,0,not_applicable,2021,8,14,surgical_anaesthesia,6,8,0,2,0,317.0,56.0,1,none,28
1507,district_hospital,O2_0130,peri_urban,110,0,0,0,0,none,3,1,5.6,0,3,1,25,0,1,0,0,1,0,0,not_applicable,2023,11,13,surgical_anaesthesia,8,5,0,1,0,240.0,46.0,1,grid_unreliable,0
1508,district_hospital,O2_0045,rural,50,0,0,0,0,LOX_bulk_tank,0,0,11.7,0,5,5,2,0,1,0,0,1,1,10,concentrator_malfunction,2022,9,15,severe_malaria,7,8,1,3,0,328.0,8.0,1,grid_unreliable,26
1509,district_hospital,O2_0174,rural,65,0,0,1,0,oxygen_concentrator,2,0,8.0,0,5,4,54,0,0,0,0,1,1,0,not_applicable,2022,1,11,severe_malaria,5,6,0,3,0,182.0,7.0,0,grid_unreliable,13
1510,district_hospital,O2_0153,urban,27,0,0,0,0,PSA_plant_onsite,0,0,0.4,0,2,3,35,1,1,0,0,1,0,0,not_applicable,2024,6,23,COVID19_severe,10,13,0,6,0,261.0,24.0,0,solar,28
1511,district_hospital,O2_0059,peri_urban,94,0,0,0,0,oxygen_concentrator,2,1,26.2,0,3,5,1,0,1,0,0,1,1,0,not_applicable,2024,4,11,neonatal_respiratory,8,3,0,1,0,381.0,2.0,0,grid_reliable,36
1512,district_hospital,O2_0025,urban,80,0,0,0,0,cylinder_portable,0,0,4.8,1,4,7,15,0,1,0,0,1,1,0,not_applicable,2023,1,10,COVID19_severe,5,5,0,3,0,87.0,55.0,1,grid_unreliable,11
1513,district_hospital,O2_0100,rural,5,0,0,0,0,cylinder_portable,2,0,6.6,0,3,4,14,0,0,0,0,1,0,1,supplier_stockout,2023,12,7,COPD_exacerbation,6,1,1,1,0,206.0,60.0,0,solar,9
1514,district_hospital,O2_0141,rural,146,0,0,0,0,oxygen_concentrator,5,2,0.4,0,4,3,13,0,0,0,0,0,0,4,concentrator_malfunction,2023,1,13,neonatal_respiratory,0,13,0,9,0,210.0,6.0,0,grid_unreliable,1
1515,district_hospital,O2_0162,rural,57,0,0,1,0,PSA_plant_onsite,0,0,0.1,0,1,4,57,1,1,1,1,1,1,2,power_outage,2024,1,12,pneumonia_child,7,5,0,3,0,62.0,61.0,0,grid_unreliable,9
1516,district_hospital,O2_0144,peri_urban,27,0,0,0,0,cylinder_portable,0,0,1.4,0,4,5,33,0,0,0,0,0,0,7,power_outage,2024,1,7,pneumonia_adult,0,7,0,4,2,52.0,21.0,1,none,28
1517,district_hospital,O2_0197,peri_urban,96,0,1,0,0,cylinder_portable,0,0,0.3,0,3,5,21,0,1,1,0,1,1,9,empty_cylinders_not_collected,2023,3,9,sepsis,4,5,1,1,0,316.0,55.0,0,solar,21
1518,district_hospital,O2_0037,peri_urban,65,0,0,0,0,cylinder_portable,0,0,5.4,0,2,4,27,0,0,0,0,1,1,0,not_applicable,2021,11,10,severe_malaria,6,4,1,3,0,166.0,14.0,0,grid_unreliable,1
1519,district_hospital,O2_0039,urban,48,1,0,0,0,oxygen_concentrator,4,1,6.1,0,3,4,3,0,1,1,1,0,0,30,supplier_stockout,2024,3,14,pneumonia_adult,0,14,0,6,3,171.0,40.0,0,grid_unreliable,1
1520,district_hospital,O2_0179,peri_urban,64,0,0,0,0,cylinder_piped,0,0,2.2,0,5,3,53,0,1,1,0,0,0,1,no_oxygen_source,2022,12,9,pneumonia_child,0,9,0,5,5,163.0,20.0,0,generator_only,4
1521,district_hospital,O2_0190,rural,23,0,0,0,0,oxygen_concentrator,4,2,0.9,1,2,4,9,0,0,0,0,1,1,0,not_applicable,2024,9,12,neonatal_respiratory,4,8,0,4,0,354.0,54.0,1,grid_unreliable,11
1522,district_hospital,O2_0100,rural,66,0,0,0,0,cylinder_portable,0,0,3.9,0,4,4,18,0,0,0,0,1,1,8,no_oxygen_source,2024,10,13,pneumonia_child,5,8,0,5,0,29.0,6.0,0,none,18
1523,district_hospital,O2_0093,rural,57,0,0,0,0,cylinder_portable,0,0,2.2,0,4,4,7,0,1,0,0,1,1,0,not_applicable,2022,7,11,sepsis,8,3,1,1,0,267.0,101.0,1,generator_only,3
1524,district_hospital,O2_0143,peri_urban,72,0,0,0,0,oxygen_concentrator,1,0,6.8,0,5,3,40,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,3,15,surgical_anaesthesia,0,15,0,5,5,170.0,24.0,1,none,4
1525,district_hospital,O2_0126,rural,56,0,0,0,0,oxygen_concentrator,4,1,10.5,1,4,8,1,0,0,0,0,0,0,2,funding_for_refill,2022,8,13,pneumonia_adult,0,13,0,5,2,325.0,68.0,1,grid_unreliable,17
1526,district_hospital,O2_0135,peri_urban,38,0,0,0,0,oxygen_concentrator,3,1,1.3,0,3,7,66,0,0,0,0,1,1,0,not_applicable,2022,8,17,neonatal_respiratory,6,11,0,3,0,210.0,76.0,1,grid_unreliable,7
1527,district_hospital,O2_0129,peri_urban,40,0,0,0,0,none,0,0,11.1,0,0,4,4,0,0,0,0,1,0,0,not_applicable,2023,7,15,asthma_severe,2,13,1,2,0,421.0,53.0,0,grid_reliable,41
1528,district_hospital,O2_0019,peri_urban,14,0,0,0,0,cylinder_portable,0,0,6.0,0,2,4,54,0,1,0,0,1,0,0,not_applicable,2022,12,13,heart_failure,7,6,0,3,0,102.0,7.0,0,none,9
1529,district_hospital,O2_0187,rural,97,0,0,0,0,none,0,0,1.5,0,3,3,36,0,0,0,0,0,0,5,supplier_stockout,2022,1,16,heart_failure,0,16,0,7,1,186.0,36.0,1,grid_unreliable,14
1530,district_hospital,O2_0031,peri_urban,94,0,0,0,1,LOX_bulk_tank,0,0,2.0,1,2,6,2,0,0,0,0,0,0,11,regulator_valve_failure,2021,9,15,severe_malaria,0,15,0,8,2,184.0,59.0,0,none,15
1531,district_hospital,O2_0072,rural,64,0,0,0,0,oxygen_concentrator,0,0,5.0,0,8,2,12,0,0,0,0,1,1,0,not_applicable,2024,5,14,pneumonia_adult,5,9,0,4,0,192.0,41.0,0,none,18
1532,district_hospital,O2_0117,peri_urban,104,0,1,0,0,cylinder_portable,3,1,6.0,0,4,5,16,0,1,0,0,1,1,0,not_applicable,2024,6,16,pneumonia_child,4,12,1,9,0,214.0,24.0,0,grid_unreliable,5
1533,district_hospital,O2_0164,rural,70,0,0,0,0,oxygen_concentrator,0,0,1.1,0,4,6,63,0,1,1,0,1,0,0,not_applicable,2024,1,14,pneumonia_adult,9,5,0,2,0,223.0,32.0,1,solar,5
1534,district_hospital,O2_0132,peri_urban,47,0,0,0,1,oxygen_concentrator,1,0,3.5,1,3,0,19,0,0,0,0,1,0,0,not_applicable,2022,2,6,trauma,2,4,1,2,0,231.0,42.0,1,grid_reliable,3
1535,district_hospital,O2_0114,rural,60,0,0,0,0,cylinder_portable,0,0,3.9,0,2,4,30,0,1,1,0,1,1,2,power_outage,2021,12,14,surgical_anaesthesia,6,8,0,7,0,293.0,42.0,1,none,6
1536,district_hospital,O2_0091,rural,103,0,0,0,0,cylinder_piped,0,0,10.4,0,1,6,10,0,0,0,0,1,1,0,not_applicable,2021,2,7,neonatal_respiratory,2,5,1,2,0,265.0,42.0,1,solar,2
1537,district_hospital,O2_0023,rural,98,0,0,0,0,cylinder_portable,0,0,4.8,0,3,5,15,0,1,0,0,0,0,19,cylinder_delivery_delay,2021,7,12,pneumonia_adult,0,12,0,5,4,258.0,15.0,1,none,6
1538,district_hospital,O2_0113,urban,34,0,0,0,0,oxygen_concentrator,2,0,0.9,0,3,7,24,0,0,0,0,0,0,3,funding_for_refill,2023,11,10,asthma_severe,0,10,0,5,3,117.0,130.0,0,generator_only,11
1539,district_hospital,O2_0076,urban,45,0,0,0,0,oxygen_concentrator,3,0,4.3,0,3,7,7,0,1,0,0,1,0,0,not_applicable,2023,4,10,severe_malaria,5,5,0,3,0,226.0,17.0,0,none,0
1540,district_hospital,O2_0111,peri_urban,61,0,0,0,0,none,0,0,9.2,0,1,2,28,0,0,0,0,0,0,1,regulator_valve_failure,2023,2,15,pneumonia_child,0,15,0,5,0,199.0,189.0,1,solar,9
1541,district_hospital,O2_0116,peri_urban,86,0,0,0,0,cylinder_portable,0,0,1.4,0,2,3,1,0,0,0,0,0,0,18,concentrator_malfunction,2023,11,11,neonatal_respiratory,0,11,0,4,1,88.0,9.0,0,none,7
1542,district_hospital,O2_0118,rural,111,0,0,0,0,cylinder_portable,0,0,2.6,0,2,6,5,0,0,0,0,0,0,5,power_outage,2024,12,14,surgical_anaesthesia,0,14,0,5,2,181.0,14.0,0,grid_unreliable,11
1543,district_hospital,O2_0179,peri_urban,61,0,0,0,0,cylinder_portable,0,0,1.4,0,3,1,43,0,0,0,0,0,0,7,empty_cylinders_not_collected,2024,7,11,pneumonia_child,0,11,0,4,3,211.0,36.0,1,grid_reliable,14
1544,district_hospital,O2_0056,urban,86,0,0,0,0,none,0,0,0.6,0,4,4,15,0,0,0,0,1,1,2,concentrator_malfunction,2024,4,14,sepsis,4,10,1,7,0,141.0,83.0,0,grid_unreliable,8
1545,district_hospital,O2_0047,rural,74,0,0,0,0,oxygen_concentrator,6,3,7.0,0,2,7,5,0,0,0,0,1,0,0,not_applicable,2021,9,11,COPD_exacerbation,5,6,0,3,0,274.0,98.0,0,none,13
1546,district_hospital,O2_0094,peri_urban,42,0,0,0,0,oxygen_concentrator,2,1,0.6,0,2,6,31,0,1,1,0,0,0,4,concentrator_malfunction,2021,1,12,severe_malaria,0,12,0,4,3,198.0,8.0,1,grid_unreliable,38
1547,district_hospital,O2_0116,urban,71,0,0,0,1,cylinder_piped,0,0,7.3,1,3,6,31,0,0,0,0,0,0,3,regulator_valve_failure,2023,11,10,severe_malaria,0,10,0,4,2,278.0,10.0,1,none,5
1548,district_hospital,O2_0047,rural,90,0,0,0,0,cylinder_portable,6,3,2.9,0,4,7,30,0,1,1,0,0,0,3,concentrator_malfunction,2022,8,11,heart_failure,0,11,0,6,0,264.0,3.0,0,grid_unreliable,6
1549,district_hospital,O2_0089,rural,48,0,0,0,0,oxygen_concentrator,2,1,2.0,0,3,1,9,0,1,1,0,1,1,0,not_applicable,2022,12,12,heart_failure,5,7,1,3,0,390.0,29.0,1,grid_reliable,1
1550,district_hospital,O2_0142,peri_urban,5,0,0,0,0,none,0,0,7.3,0,5,2,15,0,1,1,1,0,0,21,empty_cylinders_not_collected,2023,7,10,heart_failure,0,10,0,4,2,185.0,0.0,1,solar,1
1551,district_hospital,O2_0041,urban,143,0,0,0,0,none,0,0,4.8,0,2,1,26,0,1,0,0,1,0,15,cylinder_delivery_delay,2023,7,10,pneumonia_child,4,6,0,4,0,158.0,9.0,0,generator_only,17
1552,district_hospital,O2_0077,rural,49,0,0,0,0,oxygen_concentrator,1,0,6.1,0,0,9,2,0,0,0,0,1,1,0,not_applicable,2024,4,9,severe_malaria,4,5,0,3,0,205.0,1.0,0,grid_unreliable,5
1553,district_hospital,O2_0160,rural,70,0,0,0,0,oxygen_concentrator,2,0,4.8,1,3,9,3,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,4,12,sepsis,0,12,0,6,0,175.0,10.0,0,solar,17
1554,district_hospital,O2_0165,rural,67,0,0,0,0,cylinder_piped,0,0,2.4,0,3,2,13,0,0,0,0,0,0,8,cylinder_delivery_delay,2023,12,4,heart_failure,0,4,0,2,1,155.0,24.0,1,grid_unreliable,25
1555,district_hospital,O2_0170,peri_urban,38,0,0,0,0,cylinder_portable,0,0,3.2,0,2,4,32,0,1,1,0,0,0,12,PSA_plant_breakdown,2021,4,11,surgical_anaesthesia,0,11,0,4,1,284.0,23.0,1,grid_unreliable,9
1556,district_hospital,O2_0049,rural,44,0,0,0,0,oxygen_concentrator,1,0,11.1,0,5,5,44,0,0,0,0,1,1,0,not_applicable,2022,6,7,COVID19_severe,3,4,0,2,0,103.0,176.0,1,grid_unreliable,7
1557,district_hospital,O2_0072,peri_urban,55,0,0,0,0,oxygen_concentrator,1,0,0.4,1,3,4,49,0,1,0,0,1,0,0,not_applicable,2024,10,12,heart_failure,3,9,0,0,0,55.0,28.0,0,none,4
1558,district_hospital,O2_0114,peri_urban,7,0,0,0,0,none,0,0,1.0,0,1,1,20,0,0,0,0,1,1,0,not_applicable,2023,6,15,severe_malaria,3,12,0,8,0,266.0,8.0,1,grid_unreliable,1
1559,district_hospital,O2_0076,urban,74,0,0,0,0,LOX_bulk_tank,3,1,0.5,0,2,2,40,0,1,1,0,0,0,2,empty_cylinders_not_collected,2024,3,10,trauma,0,10,0,4,2,230.0,11.0,0,grid_unreliable,4
1560,district_hospital,O2_0149,peri_urban,22,0,1,0,0,cylinder_portable,0,0,8.3,0,5,8,36,0,0,0,0,0,0,1,PSA_plant_breakdown,2023,8,10,severe_malaria,0,10,0,4,3,179.0,54.0,1,generator_only,27
1561,district_hospital,O2_0104,rural,102,0,0,0,0,cylinder_portable,4,2,1.1,0,2,2,31,0,0,0,0,1,1,0,not_applicable,2022,11,16,COVID19_severe,7,9,1,6,0,263.0,18.0,0,grid_reliable,28
1562,district_hospital,O2_0088,rural,56,0,0,0,0,cylinder_piped,0,0,3.5,0,1,3,45,0,0,0,0,1,0,0,not_applicable,2023,7,11,asthma_severe,3,8,1,1,0,201.0,20.0,0,solar,3
1563,district_hospital,O2_0134,rural,5,0,0,0,0,cylinder_portable,0,0,1.4,1,2,4,1,0,1,1,0,1,1,0,not_applicable,2024,11,15,sepsis,6,9,0,5,0,201.0,88.0,1,grid_unreliable,4
1564,district_hospital,O2_0132,rural,24,0,0,0,0,oxygen_concentrator,4,3,2.8,0,0,1,25,0,0,0,0,0,0,1,no_oxygen_source,2021,9,14,COVID19_severe,0,14,0,5,6,167.0,58.0,1,grid_unreliable,4
1565,district_hospital,O2_0128,rural,87,0,0,0,0,cylinder_piped,0,0,2.8,0,2,5,4,0,0,0,0,1,0,0,not_applicable,2022,3,12,other_hypoxemia,8,4,1,2,0,148.0,96.0,0,grid_unreliable,12
1566,district_hospital,O2_0046,rural,33,0,0,0,0,cylinder_piped,0,0,0.7,0,5,1,5,0,1,0,0,1,0,0,not_applicable,2023,1,13,neonatal_respiratory,5,8,0,5,0,354.0,26.0,0,generator_only,3
1567,district_hospital,O2_0088,peri_urban,78,0,0,0,0,cylinder_portable,0,0,3.2,0,3,5,5,0,0,0,0,0,0,4,empty_cylinders_not_collected,2024,9,11,sepsis,0,11,0,6,3,68.0,32.0,0,grid_unreliable,9
1568,district_hospital,O2_0147,peri_urban,88,0,0,0,0,cylinder_portable,0,0,5.3,0,2,1,24,0,0,0,0,0,0,30,concentrator_malfunction,2024,3,17,trauma,0,17,0,11,7,204.0,76.0,0,none,1
1569,district_hospital,O2_0047,rural,54,0,0,1,0,none,0,0,2.9,1,2,8,9,0,0,0,0,1,1,0,not_applicable,2023,5,15,severe_malaria,5,10,0,2,0,236.0,5.0,1,generator_only,14
1570,district_hospital,O2_0096,rural,104,0,1,1,0,oxygen_concentrator,2,0,0.5,1,0,1,52,0,0,0,0,1,1,0,not_applicable,2024,9,10,pneumonia_adult,1,9,0,3,0,123.0,9.0,0,none,21
1571,district_hospital,O2_0114,peri_urban,61,0,0,0,0,oxygen_concentrator,1,0,0.0,0,3,5,17,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,12,6,pneumonia_adult,0,6,0,1,1,175.0,81.0,0,none,25
1572,district_hospital,O2_0075,peri_urban,70,0,0,0,0,LOX_bulk_tank,0,0,8.9,0,2,9,4,0,1,1,0,1,1,0,not_applicable,2024,9,17,sepsis,9,8,0,2,0,202.0,49.0,0,none,21
1573,district_hospital,O2_0130,peri_urban,89,0,0,0,0,oxygen_concentrator,2,0,2.5,0,2,5,33,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,1,8,pneumonia_adult,0,8,0,3,2,241.0,19.0,0,none,8
1574,district_hospital,O2_0071,peri_urban,85,0,0,0,0,LOX_bulk_tank,2,1,9.5,0,1,7,2,0,1,1,0,0,0,9,funding_for_refill,2024,11,9,pneumonia_child,0,9,0,5,0,307.0,117.0,1,none,11
1575,district_hospital,O2_0171,peri_urban,42,0,0,0,0,none,0,0,1.2,0,6,3,5,0,0,0,0,1,0,0,not_applicable,2024,6,18,pneumonia_child,9,9,1,4,0,157.0,3.0,0,grid_unreliable,3
1576,district_hospital,O2_0146,rural,83,0,0,0,0,oxygen_concentrator,3,0,5.7,0,4,5,71,0,0,0,0,1,1,1,PSA_plant_breakdown,2024,9,10,neonatal_respiratory,6,4,1,1,0,161.0,9.0,0,solar,7
1577,district_hospital,O2_0025,rural,88,0,0,0,0,cylinder_portable,0,0,6.7,0,0,3,10,0,0,0,0,0,0,6,regulator_valve_failure,2023,7,12,surgical_anaesthesia,0,12,0,4,4,169.0,38.0,0,none,33
1578,district_hospital,O2_0160,rural,85,0,0,0,0,oxygen_concentrator,3,1,4.1,0,3,3,4,0,0,0,0,1,1,0,not_applicable,2022,8,21,sepsis,13,8,0,4,0,280.0,152.0,0,grid_reliable,4
1579,district_hospital,O2_0040,rural,195,0,0,0,0,cylinder_piped,0,0,5.1,0,1,3,12,0,1,1,1,0,0,30,PSA_plant_breakdown,2022,5,15,surgical_anaesthesia,0,15,0,8,5,232.0,77.0,0,grid_unreliable,55
1580,district_hospital,O2_0134,peri_urban,113,0,0,0,0,cylinder_portable,0,0,5.4,0,2,3,3,0,0,0,0,0,0,2,power_outage,2022,8,8,trauma,0,8,0,1,0,172.0,74.0,1,none,36
1581,district_hospital,O2_0150,urban,136,0,1,0,0,cylinder_portable,3,2,2.0,1,6,4,24,0,0,0,0,0,0,2,empty_cylinders_not_collected,2023,3,11,pneumonia_child,0,11,0,7,2,51.0,3.0,1,grid_reliable,12
1582,district_hospital,O2_0066,peri_urban,29,1,0,0,0,cylinder_piped,0,0,2.0,0,4,2,35,0,1,0,0,1,0,15,empty_cylinders_not_collected,2024,5,13,neonatal_respiratory,4,9,0,5,0,205.0,10.0,1,generator_only,7
1583,district_hospital,O2_0154,rural,42,0,1,0,0,none,1,0,0.9,0,5,2,3,0,1,1,0,1,1,0,not_applicable,2023,10,10,COVID19_severe,3,7,0,3,0,246.0,0.0,1,generator_only,12
1584,district_hospital,O2_0097,rural,51,0,0,0,0,oxygen_concentrator,0,0,3.0,0,6,3,6,0,1,1,0,0,0,11,cylinder_delivery_delay,2021,9,20,severe_malaria,0,20,0,10,2,64.0,62.0,1,grid_unreliable,39
1585,district_hospital,O2_0158,rural,110,0,0,0,0,cylinder_portable,0,0,3.7,0,0,4,1,0,1,0,0,1,1,0,not_applicable,2023,3,9,pneumonia_child,4,5,0,2,0,95.0,38.0,0,none,19
1586,district_hospital,O2_0151,urban,6,0,0,0,0,oxygen_concentrator,2,1,2.4,0,0,2,55,0,0,0,0,0,0,9,regulator_valve_failure,2024,1,10,trauma,0,10,0,7,0,166.0,87.0,0,grid_unreliable,9
1587,district_hospital,O2_0055,peri_urban,24,0,0,0,0,cylinder_portable,0,0,1.7,0,1,3,13,0,0,0,0,1,1,0,not_applicable,2023,2,13,other_hypoxemia,4,9,1,7,0,135.0,22.0,0,none,48
1588,district_hospital,O2_0195,peri_urban,5,0,0,1,0,cylinder_portable,0,0,4.6,0,2,8,17,0,0,0,0,0,0,27,supplier_stockout,2024,4,12,surgical_anaesthesia,0,12,0,5,2,248.0,69.0,1,none,16
1589,district_hospital,O2_0171,urban,64,0,0,0,0,oxygen_concentrator,3,1,12.9,0,2,4,5,0,0,0,0,0,0,23,power_outage,2021,11,12,COPD_exacerbation,0,12,0,4,0,76.0,46.0,0,none,0
1590,district_hospital,O2_0157,urban,138,0,0,0,0,cylinder_piped,0,0,10.3,1,3,3,50,0,1,0,0,1,1,0,not_applicable,2024,10,13,surgical_anaesthesia,6,7,0,2,0,297.0,53.0,0,grid_reliable,7
1591,district_hospital,O2_0068,rural,35,0,0,0,1,cylinder_piped,0,0,14.7,1,2,4,12,0,1,1,0,0,0,21,cylinder_delivery_delay,2024,6,11,surgical_anaesthesia,0,11,0,1,4,195.0,5.0,0,generator_only,15
1592,district_hospital,O2_0138,peri_urban,139,0,0,0,0,oxygen_concentrator,2,0,1.2,0,5,2,11,0,0,0,0,0,0,6,funding_for_refill,2024,4,12,pneumonia_child,0,12,0,5,7,259.0,30.0,0,grid_unreliable,17
1593,district_hospital,O2_0097,rural,58,0,0,0,0,cylinder_portable,0,0,0.4,0,3,3,0,0,0,0,0,1,1,0,not_applicable,2024,8,11,heart_failure,8,3,0,0,0,231.0,107.0,1,grid_unreliable,16
1594,district_hospital,O2_0035,rural,46,0,0,0,0,cylinder_portable,0,0,1.2,0,3,6,4,0,1,0,0,1,1,3,cylinder_delivery_delay,2023,4,15,neonatal_respiratory,6,9,1,4,0,99.0,52.0,0,solar,19
1595,district_hospital,O2_0014,rural,107,0,0,0,0,cylinder_portable,0,0,5.7,0,1,5,4,0,0,0,0,0,0,14,regulator_valve_failure,2022,12,16,sepsis,0,16,0,8,5,260.0,91.0,0,grid_unreliable,10
1596,district_hospital,O2_0004,rural,80,0,0,0,0,oxygen_concentrator,1,0,12.3,0,1,6,10,0,1,0,0,1,1,0,not_applicable,2024,11,9,pneumonia_child,5,4,0,2,0,142.0,161.0,0,none,0
1597,district_hospital,O2_0132,rural,124,0,0,0,0,none,0,0,6.8,0,2,4,20,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,6,6,neonatal_respiratory,0,6,0,2,2,154.0,55.0,0,grid_reliable,7
1598,district_hospital,O2_0059,rural,83,0,0,0,0,oxygen_concentrator,1,0,6.1,0,3,3,27,0,0,0,0,1,1,0,not_applicable,2023,1,15,heart_failure,6,9,1,6,0,65.0,23.0,1,generator_only,1
1599,district_hospital,O2_0101,peri_urban,55,0,0,0,0,oxygen_concentrator,3,1,2.3,0,4,5,51,0,0,0,0,0,0,8,concentrator_malfunction,2022,8,10,COPD_exacerbation,0,10,0,3,2,275.0,27.0,1,solar,17
1600,district_hospital,O2_0088,rural,17,0,0,0,1,oxygen_concentrator,3,1,1.2,1,3,3,84,0,0,0,0,0,0,3,empty_cylinders_not_collected,2024,6,8,COPD_exacerbation,0,8,0,3,1,268.0,85.0,1,grid_unreliable,5
1601,district_hospital,O2_0182,rural,88,0,0,0,0,cylinder_piped,0,0,1.0,0,2,2,4,0,0,0,0,0,0,17,funding_for_refill,2023,2,10,neonatal_respiratory,0,10,0,5,4,262.0,66.0,1,none,2
1602,district_hospital,O2_0183,rural,5,0,0,0,0,cylinder_piped,0,0,0.9,1,5,9,10,0,1,1,0,0,0,4,cylinder_delivery_delay,2024,4,14,severe_malaria,0,14,0,5,3,194.0,15.0,0,solar,7
1603,district_hospital,O2_0048,peri_urban,37,0,0,0,0,none,0,0,1.4,0,1,4,5,0,0,0,0,1,1,0,not_applicable,2022,1,9,trauma,3,6,1,2,0,163.0,27.0,0,none,100
1604,district_hospital,O2_0081,rural,83,0,0,0,0,oxygen_concentrator,5,1,16.7,0,3,8,143,0,1,0,0,1,0,5,concentrator_malfunction,2023,10,11,asthma_severe,6,5,0,3,0,186.0,2.0,1,grid_unreliable,3
1605,district_hospital,O2_0141,urban,26,0,0,0,0,LOX_bulk_tank,0,0,9.8,0,3,5,12,0,1,1,0,0,0,21,empty_cylinders_not_collected,2024,2,13,COVID19_severe,0,13,0,7,0,159.0,3.0,1,generator_only,28
1606,district_hospital,O2_0089,urban,23,0,0,0,0,cylinder_piped,3,1,9.8,0,4,1,0,0,1,1,1,1,0,0,not_applicable,2024,5,14,COPD_exacerbation,5,9,1,4,0,332.0,117.0,1,grid_unreliable,19
1607,district_hospital,O2_0099,rural,113,0,0,0,1,oxygen_concentrator,2,0,10.6,1,4,5,0,0,1,0,0,1,1,0,not_applicable,2023,2,8,pneumonia_child,5,3,0,1,0,244.0,126.0,0,grid_unreliable,33
1608,district_hospital,O2_0090,peri_urban,44,0,0,0,0,none,0,0,0.5,0,1,4,24,0,0,0,0,1,0,0,not_applicable,2022,6,13,pneumonia_child,9,4,1,1,0,368.0,43.0,0,solar,10
1609,district_hospital,O2_0055,peri_urban,52,0,0,0,0,cylinder_portable,0,0,1.1,0,2,4,18,0,1,0,0,0,0,14,funding_for_refill,2021,7,14,pneumonia_child,0,14,0,3,0,173.0,15.0,0,grid_unreliable,5
1610,district_hospital,O2_0168,urban,5,0,0,0,0,none,0,0,5.4,0,3,3,17,0,0,0,0,1,1,0,not_applicable,2021,2,9,COVID19_severe,4,5,0,0,0,210.0,26.0,0,grid_unreliable,10
1611,district_hospital,O2_0070,urban,94,0,0,0,0,cylinder_portable,0,0,7.0,0,1,5,3,0,0,0,0,1,1,6,piping_system_leak,2023,6,10,COPD_exacerbation,3,7,0,5,0,200.0,1.0,1,grid_unreliable,14
1612,district_hospital,O2_0172,peri_urban,82,0,0,0,0,none,0,0,0.6,0,5,9,16,0,0,0,0,0,0,1,no_oxygen_source,2024,5,8,surgical_anaesthesia,0,8,0,4,2,350.0,50.0,1,grid_reliable,21
1613,district_hospital,O2_0055,peri_urban,42,0,0,0,0,none,0,0,33.5,0,4,6,3,0,0,0,0,0,0,13,no_oxygen_source,2022,7,15,heart_failure,0,15,0,10,6,205.0,52.0,0,grid_reliable,1
1614,district_hospital,O2_0107,rural,78,1,0,0,0,oxygen_concentrator,3,0,2.7,0,5,1,30,0,1,0,0,0,0,11,concentrator_malfunction,2022,11,8,COVID19_severe,0,8,0,3,0,245.0,6.0,1,solar,38
1615,district_hospital,O2_0155,rural,30,0,0,0,0,oxygen_concentrator,3,1,6.0,0,2,4,2,0,0,0,0,1,0,0,not_applicable,2022,11,8,COPD_exacerbation,4,4,1,1,0,98.0,13.0,1,generator_only,27
1616,district_hospital,O2_0082,urban,67,0,0,0,0,none,0,0,1.0,0,1,4,37,0,1,0,0,0,0,9,empty_cylinders_not_collected,2023,10,11,trauma,0,11,0,5,2,295.0,54.0,1,grid_unreliable,5
1617,district_hospital,O2_0182,rural,60,1,0,0,1,none,0,0,3.0,1,0,7,14,0,0,0,0,0,0,1,no_oxygen_source,2023,2,11,pneumonia_adult,0,11,0,4,0,0.0,14.0,1,grid_unreliable,6
1618,district_hospital,O2_0094,urban,113,0,0,0,1,cylinder_portable,0,0,1.7,1,6,5,14,0,1,0,0,1,0,0,not_applicable,2021,5,13,sepsis,7,6,1,4,0,197.0,11.0,1,solar,3
1619,district_hospital,O2_0068,rural,64,0,0,0,0,none,0,0,1.5,0,2,2,23,0,0,0,0,0,0,8,power_outage,2021,9,12,asthma_severe,0,12,0,7,2,47.0,141.0,0,generator_only,11
1620,district_hospital,O2_0022,peri_urban,104,0,0,0,0,oxygen_concentrator,3,0,17.2,0,4,5,4,0,0,0,0,0,0,30,concentrator_malfunction,2024,2,11,pneumonia_child,0,11,0,3,3,88.0,25.0,0,grid_reliable,26
1621,district_hospital,O2_0161,rural,85,0,0,0,0,none,0,0,0.3,0,4,3,12,0,0,0,0,1,1,3,regulator_valve_failure,2023,12,14,severe_malaria,8,6,1,2,0,331.0,16.0,1,none,17
1622,district_hospital,O2_0116,peri_urban,96,0,0,0,0,cylinder_portable,0,0,5.6,0,5,2,4,0,0,0,0,0,0,5,concentrator_malfunction,2023,7,12,pneumonia_child,0,12,0,3,3,182.0,12.0,0,none,0
1623,district_hospital,O2_0184,peri_urban,112,0,0,0,0,oxygen_concentrator,4,0,3.1,0,5,4,3,0,1,0,0,1,1,0,not_applicable,2022,6,10,pneumonia_adult,6,4,1,1,0,164.0,99.0,1,none,24
1624,district_hospital,O2_0061,peri_urban,88,0,0,0,0,oxygen_concentrator,2,0,3.0,0,3,4,11,0,1,0,0,0,0,1,concentrator_malfunction,2024,2,14,pneumonia_adult,0,14,0,5,8,253.0,39.0,1,none,23
1625,district_hospital,O2_0149,rural,5,0,0,0,0,oxygen_concentrator,2,0,18.0,0,4,3,33,0,1,0,0,1,1,0,not_applicable,2023,2,10,COPD_exacerbation,9,1,0,0,0,153.0,53.0,0,solar,1
1626,district_hospital,O2_0086,rural,45,0,0,0,0,oxygen_concentrator,0,0,2.1,0,1,7,15,0,1,1,1,1,1,0,not_applicable,2021,6,7,pneumonia_adult,2,5,1,4,0,220.0,35.0,0,solar,10
1627,district_hospital,O2_0147,rural,108,0,0,0,0,cylinder_portable,2,1,4.3,0,5,7,16,0,0,0,0,0,0,7,no_oxygen_source,2023,3,15,heart_failure,0,15,0,5,4,338.0,37.0,1,none,15
1628,district_hospital,O2_0007,rural,43,0,0,0,0,none,0,0,2.2,0,2,3,10,0,0,0,0,1,1,0,not_applicable,2021,8,13,surgical_anaesthesia,8,5,0,3,0,216.0,69.0,0,none,17
1629,district_hospital,O2_0114,urban,30,1,0,0,0,oxygen_concentrator,0,0,10.4,0,2,1,44,0,0,0,0,0,0,6,cylinder_delivery_delay,2021,1,11,trauma,0,11,0,4,4,292.0,110.0,1,generator_only,14
1630,district_hospital,O2_0165,peri_urban,28,0,0,0,0,cylinder_portable,0,0,14.8,0,2,9,10,0,1,1,1,0,0,21,no_oxygen_source,2021,7,18,surgical_anaesthesia,0,18,0,6,5,83.0,120.0,0,grid_unreliable,43
1631,district_hospital,O2_0128,rural,64,0,0,0,0,cylinder_portable,0,0,12.7,0,5,3,30,0,1,0,0,1,1,0,not_applicable,2024,4,12,pneumonia_adult,7,5,0,3,0,220.0,144.0,0,grid_unreliable,3
1632,district_hospital,O2_0156,rural,75,0,0,0,0,oxygen_concentrator,3,0,1.2,0,2,4,27,0,1,1,0,1,1,0,not_applicable,2021,8,8,heart_failure,3,5,0,4,0,216.0,3.0,0,generator_only,1
1633,district_hospital,O2_0039,rural,106,0,0,0,0,oxygen_concentrator,4,2,3.4,1,5,6,34,0,0,0,0,1,1,0,not_applicable,2024,11,12,neonatal_respiratory,8,4,1,0,0,83.0,57.0,0,none,19
1634,district_hospital,O2_0095,rural,96,0,0,0,0,none,2,1,4.8,0,4,2,41,0,1,1,0,0,0,9,PSA_plant_breakdown,2024,9,12,pneumonia_adult,0,12,0,5,5,238.0,21.0,0,grid_unreliable,4
1635,district_hospital,O2_0099,rural,19,0,0,0,0,cylinder_piped,0,0,1.7,1,0,3,2,0,0,0,0,0,0,4,cylinder_delivery_delay,2021,11,10,sepsis,0,10,0,6,3,31.0,81.0,0,generator_only,12
1636,district_hospital,O2_0161,urban,63,0,0,0,0,oxygen_concentrator,1,0,1.8,0,6,3,1,0,1,1,0,1,1,0,not_applicable,2024,9,11,trauma,0,11,0,3,0,186.0,4.0,1,solar,17
1637,district_hospital,O2_0113,rural,95,0,0,0,0,oxygen_concentrator,2,1,0.3,0,5,1,28,0,1,0,0,0,0,12,concentrator_malfunction,2023,1,17,COPD_exacerbation,0,17,0,6,6,129.0,100.0,0,solar,29
1638,district_hospital,O2_0017,rural,5,0,0,0,0,cylinder_portable,0,0,6.4,0,7,2,5,0,1,0,0,1,0,0,not_applicable,2024,4,14,severe_malaria,6,8,0,2,0,67.0,58.0,0,none,23
1639,district_hospital,O2_0046,rural,64,0,0,1,0,cylinder_portable,0,0,0.0,0,5,5,3,0,1,0,0,0,0,4,empty_cylinders_not_collected,2023,10,12,COPD_exacerbation,0,12,0,6,4,191.0,134.0,1,none,17
1640,district_hospital,O2_0140,peri_urban,96,0,0,0,0,cylinder_portable,4,1,1.7,0,3,3,24,0,1,1,0,0,0,6,demand_surge,2021,1,13,trauma,0,13,0,7,2,79.0,116.0,0,grid_reliable,14
1641,district_hospital,O2_0159,rural,90,0,0,0,0,none,0,0,4.4,0,6,3,10,0,0,0,0,1,1,0,not_applicable,2021,10,8,surgical_anaesthesia,2,6,1,2,0,235.0,53.0,0,solar,26
1642,district_hospital,O2_0141,peri_urban,148,0,0,0,0,cylinder_piped,0,0,5.3,0,2,6,13,0,1,0,0,0,0,4,no_oxygen_source,2022,1,15,COVID19_severe,0,15,0,9,3,201.0,69.0,1,none,14
1643,district_hospital,O2_0007,rural,42,0,0,0,0,none,0,0,0.8,0,2,7,7,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,9,14,trauma,0,14,0,5,5,40.0,20.0,1,solar,10
1644,district_hospital,O2_0126,rural,5,0,0,1,0,cylinder_piped,0,0,9.4,0,5,2,31,0,0,0,0,1,0,0,not_applicable,2023,4,10,COVID19_severe,4,6,0,3,0,188.0,53.0,0,none,14
1645,district_hospital,O2_0123,peri_urban,53,0,0,0,0,oxygen_concentrator,3,0,12.9,0,3,10,36,0,0,0,0,0,0,11,power_outage,2021,10,12,neonatal_respiratory,0,12,0,9,5,306.0,7.0,0,grid_unreliable,5
1646,district_hospital,O2_0080,rural,37,0,0,1,0,oxygen_concentrator,1,0,0.1,0,5,1,115,0,1,1,0,1,1,0,not_applicable,2023,4,12,heart_failure,5,7,0,2,0,100.0,61.0,0,generator_only,4
1647,district_hospital,O2_0007,peri_urban,73,0,0,1,0,cylinder_piped,2,1,1.0,0,4,8,1,0,0,0,0,0,0,7,cylinder_delivery_delay,2022,10,15,asthma_severe,0,15,0,7,2,161.0,7.0,0,generator_only,2
1648,district_hospital,O2_0012,peri_urban,68,0,0,0,0,none,0,0,2.5,0,0,2,53,0,0,0,0,0,0,9,power_outage,2023,9,17,pneumonia_child,0,17,0,9,5,332.0,59.0,0,grid_unreliable,11
1649,district_hospital,O2_0142,rural,138,0,0,0,0,oxygen_concentrator,0,0,3.5,0,2,5,28,0,0,0,0,0,0,1,demand_surge,2024,6,15,heart_failure,0,15,0,7,5,249.0,179.0,0,grid_unreliable,19
1650,district_hospital,O2_0105,rural,58,0,0,0,1,cylinder_piped,0,0,3.2,1,5,4,29,0,0,0,0,0,0,1,empty_cylinders_not_collected,2022,11,11,severe_malaria,0,11,0,6,1,226.0,166.0,1,grid_unreliable,12
1651,district_hospital,O2_0091,peri_urban,96,0,0,0,0,LOX_bulk_tank,0,0,1.3,0,3,7,7,0,1,0,0,0,0,2,funding_for_refill,2024,6,9,neonatal_respiratory,0,9,0,3,1,194.0,67.0,0,grid_unreliable,0
1652,district_hospital,O2_0061,rural,71,0,0,0,0,oxygen_concentrator,2,0,0.5,0,5,5,0,0,1,0,0,0,0,1,concentrator_malfunction,2022,11,13,other_hypoxemia,0,13,0,4,1,39.0,93.0,1,grid_reliable,12
1653,district_hospital,O2_0068,rural,74,0,0,0,0,none,0,0,5.6,0,1,4,8,0,0,0,0,1,1,0,not_applicable,2024,7,10,pneumonia_adult,5,5,0,2,0,239.0,55.0,1,generator_only,56
1654,district_hospital,O2_0130,rural,125,0,0,1,0,cylinder_portable,0,0,0.6,0,5,8,6,0,0,0,0,0,0,1,supplier_stockout,2023,1,8,surgical_anaesthesia,0,8,0,3,2,240.0,1.0,1,generator_only,9
1655,district_hospital,O2_0059,rural,53,0,0,0,0,none,0,0,2.4,0,2,6,19,0,1,1,0,1,1,0,not_applicable,2022,6,19,severe_malaria,12,7,1,2,0,228.0,61.0,1,grid_unreliable,5
1656,district_hospital,O2_0050,rural,47,0,0,0,0,oxygen_concentrator,1,0,0.2,0,4,1,2,0,1,0,0,0,0,8,demand_surge,2023,6,9,surgical_anaesthesia,0,9,0,4,2,283.0,9.0,0,solar,1
1657,district_hospital,O2_0128,urban,21,0,0,0,0,none,0,0,2.3,0,3,7,35,0,1,1,0,1,0,0,not_applicable,2024,12,15,other_hypoxemia,3,12,1,6,0,283.0,64.0,1,generator_only,5
1658,district_hospital,O2_0083,rural,68,0,0,0,0,cylinder_portable,0,0,6.6,0,5,4,5,0,1,0,0,0,0,1,power_outage,2024,10,7,pneumonia_child,0,7,0,3,1,175.0,202.0,0,grid_unreliable,24
1659,district_hospital,O2_0106,rural,9,0,0,0,0,none,0,0,1.8,0,4,5,31,0,1,0,0,0,0,8,power_outage,2024,3,10,COVID19_severe,0,10,0,5,5,142.0,3.0,0,none,11
1660,district_hospital,O2_0195,rural,127,0,0,0,0,oxygen_concentrator,2,1,2.0,0,4,7,25,0,0,0,0,1,1,4,empty_cylinders_not_collected,2024,8,16,trauma,7,9,1,4,0,260.0,77.0,0,grid_unreliable,10
1661,district_hospital,O2_0044,peri_urban,130,0,0,0,0,oxygen_concentrator,3,1,14.9,0,0,4,71,0,0,0,0,1,0,8,power_outage,2022,8,13,trauma,4,9,1,4,0,208.0,0.0,1,generator_only,6
1662,district_hospital,O2_0089,peri_urban,61,0,0,0,0,oxygen_concentrator,1,0,2.0,0,3,4,20,0,1,1,0,1,1,0,not_applicable,2022,12,13,COPD_exacerbation,5,8,0,3,0,177.0,21.0,0,solar,19
1663,district_hospital,O2_0175,rural,124,0,0,0,0,none,0,0,1.2,0,4,6,4,0,1,0,0,1,0,0,not_applicable,2024,7,14,COVID19_severe,4,10,1,3,0,200.0,20.0,1,grid_unreliable,25
1664,district_hospital,O2_0047,rural,32,0,0,0,0,cylinder_portable,0,0,4.8,0,3,5,71,0,1,1,1,0,0,10,funding_for_refill,2024,2,8,asthma_severe,0,8,0,3,0,48.0,11.0,0,grid_unreliable,7
1665,district_hospital,O2_0127,peri_urban,58,0,0,0,0,oxygen_concentrator,3,0,9.8,0,4,1,9,0,0,0,0,1,1,0,not_applicable,2023,3,10,COVID19_severe,4,6,1,2,0,119.0,111.0,0,grid_reliable,1
1666,district_hospital,O2_0157,rural,25,0,0,0,0,cylinder_portable,0,0,2.2,0,3,2,22,0,0,0,0,1,1,0,not_applicable,2023,2,13,severe_malaria,4,9,1,4,0,274.0,5.0,0,grid_unreliable,58
1667,district_hospital,O2_0038,urban,41,0,0,0,0,none,0,0,1.8,0,0,4,7,0,0,0,0,0,0,10,power_outage,2024,3,12,neonatal_respiratory,0,12,0,7,5,325.0,16.0,0,grid_unreliable,21
1668,district_hospital,O2_0054,rural,5,0,0,0,0,oxygen_concentrator,0,0,7.5,0,6,4,7,0,0,0,0,1,0,0,not_applicable,2024,8,8,severe_malaria,2,6,1,2,0,233.0,95.0,1,grid_unreliable,12
1669,district_hospital,O2_0117,peri_urban,79,0,0,0,0,cylinder_portable,2,0,0.7,0,2,0,0,0,0,0,0,0,0,3,regulator_valve_failure,2022,12,15,neonatal_respiratory,0,15,0,6,0,222.0,5.0,0,grid_unreliable,17
1670,district_hospital,O2_0061,rural,36,0,0,0,0,LOX_bulk_tank,0,0,15.3,0,1,4,80,0,0,0,0,1,1,0,not_applicable,2023,5,11,severe_malaria,6,5,0,2,0,260.0,13.0,1,none,5
1671,district_hospital,O2_0156,urban,68,0,0,0,0,oxygen_concentrator,1,0,2.8,0,2,3,18,0,0,0,0,0,0,10,power_outage,2022,5,8,pneumonia_child,0,8,0,3,2,292.0,1.0,0,grid_unreliable,30
1672,district_hospital,O2_0059,rural,120,0,0,0,0,cylinder_portable,0,0,0.9,1,5,9,19,0,1,0,0,0,0,6,funding_for_refill,2024,11,9,pneumonia_adult,0,9,0,4,2,264.0,116.0,0,generator_only,22
1673,district_hospital,O2_0082,urban,8,0,0,0,0,oxygen_concentrator,1,0,1.9,0,3,3,12,0,1,1,1,0,0,27,cylinder_delivery_delay,2022,3,10,COPD_exacerbation,0,10,0,6,3,196.0,157.0,0,grid_unreliable,0
1674,district_hospital,O2_0088,rural,33,0,0,0,1,oxygen_concentrator,0,0,0.9,1,5,2,10,0,0,0,0,1,1,0,not_applicable,2022,12,7,COPD_exacerbation,2,5,0,1,0,189.0,15.0,1,grid_unreliable,6
1675,district_hospital,O2_0002,rural,67,0,0,0,0,oxygen_concentrator,1,0,3.6,0,6,1,33,0,1,1,0,0,0,1,supplier_stockout,2022,11,11,pneumonia_child,0,11,0,5,3,228.0,5.0,0,grid_unreliable,1
1676,district_hospital,O2_0068,rural,77,0,0,0,0,none,0,0,1.4,0,3,3,0,0,0,0,0,1,0,0,not_applicable,2023,3,14,pneumonia_child,7,7,0,2,0,9.0,103.0,0,none,5
1677,district_hospital,O2_0097,rural,93,0,0,0,0,none,0,0,17.5,0,6,1,20,0,1,1,0,1,0,0,not_applicable,2022,5,14,heart_failure,5,9,0,4,0,177.0,7.0,0,grid_unreliable,12
1678,district_hospital,O2_0068,urban,37,0,0,0,0,oxygen_concentrator,0,0,1.4,0,2,5,53,0,0,0,0,1,0,0,not_applicable,2024,3,12,neonatal_respiratory,3,9,1,5,0,263.0,78.0,0,grid_unreliable,0
1679,district_hospital,O2_0129,peri_urban,5,0,0,0,0,cylinder_portable,0,0,11.3,0,2,5,27,0,1,1,0,0,0,1,power_outage,2024,7,11,severe_malaria,0,11,0,4,2,309.0,61.0,0,solar,13
1680,district_hospital,O2_0142,rural,31,0,0,0,0,none,0,0,19.2,0,7,4,11,0,1,1,0,1,1,0,not_applicable,2024,7,12,COPD_exacerbation,6,6,0,2,0,301.0,14.0,0,none,5
1681,district_hospital,O2_0090,rural,92,0,0,0,0,none,0,0,0.2,0,3,5,11,0,1,0,0,0,0,15,concentrator_malfunction,2022,4,5,other_hypoxemia,0,5,0,0,1,226.0,2.0,1,grid_reliable,13
1682,district_hospital,O2_0093,rural,26,0,0,0,0,oxygen_concentrator,3,1,10.1,0,3,4,0,0,0,0,0,1,1,0,not_applicable,2023,12,6,other_hypoxemia,2,4,1,2,0,304.0,113.0,1,generator_only,16
1683,district_hospital,O2_0042,peri_urban,31,0,0,0,0,oxygen_concentrator,1,0,8.1,0,1,6,7,0,1,1,0,1,1,1,cylinder_delivery_delay,2022,1,24,COVID19_severe,9,15,0,6,0,252.0,83.0,0,grid_unreliable,14
1684,district_hospital,O2_0109,peri_urban,101,0,0,0,0,oxygen_concentrator,3,0,5.3,0,1,6,100,0,0,0,0,1,1,1,concentrator_malfunction,2023,11,9,neonatal_respiratory,1,8,0,3,0,106.0,85.0,0,generator_only,56
1685,district_hospital,O2_0168,rural,66,0,0,0,0,cylinder_portable,0,0,7.3,0,4,5,15,0,1,0,0,1,1,0,not_applicable,2024,7,11,pneumonia_child,5,6,0,3,0,161.0,114.0,1,none,75
1686,district_hospital,O2_0049,rural,60,0,0,0,0,oxygen_concentrator,1,0,9.0,0,6,4,15,0,1,0,0,0,0,9,empty_cylinders_not_collected,2024,10,16,other_hypoxemia,0,16,0,9,6,220.0,218.0,0,grid_unreliable,20
1687,district_hospital,O2_0026,urban,126,0,0,0,0,cylinder_portable,0,0,4.6,0,7,8,10,0,0,0,0,0,0,9,supplier_stockout,2024,6,14,surgical_anaesthesia,0,14,0,8,5,114.0,15.0,1,none,14
1688,district_hospital,O2_0182,rural,85,0,0,0,0,cylinder_portable,0,0,1.4,0,4,5,2,0,0,0,0,1,0,0,not_applicable,2024,2,3,heart_failure,1,2,0,2,0,278.0,2.0,0,none,10
1689,district_hospital,O2_0148,rural,37,0,0,0,0,oxygen_concentrator,4,0,0.4,0,4,7,5,0,0,0,0,0,0,13,funding_for_refill,2022,12,16,COVID19_severe,0,16,0,9,4,320.0,12.0,1,grid_unreliable,9
1690,district_hospital,O2_0082,urban,87,0,0,0,0,cylinder_portable,0,0,3.0,0,5,5,15,0,0,0,0,1,0,1,cylinder_delivery_delay,2024,4,16,pneumonia_child,5,11,1,3,0,108.0,20.0,0,solar,0
1691,district_hospital,O2_0142,rural,102,0,0,0,1,cylinder_piped,0,0,2.2,1,5,1,6,0,1,0,0,0,0,9,no_oxygen_source,2022,10,14,pneumonia_adult,0,14,0,6,9,214.0,108.0,1,solar,0
1692,district_hospital,O2_0044,peri_urban,35,0,0,0,0,none,0,0,1.0,0,2,1,59,0,0,0,0,1,0,0,not_applicable,2021,6,14,COPD_exacerbation,2,12,1,2,0,344.0,11.0,0,grid_unreliable,3
1693,district_hospital,O2_0048,urban,77,0,0,0,0,oxygen_concentrator,3,1,6.6,1,3,6,12,0,0,0,0,1,1,0,not_applicable,2024,9,9,asthma_severe,4,5,1,3,0,176.0,34.0,1,grid_unreliable,33
1694,district_hospital,O2_0026,peri_urban,33,0,0,0,0,oxygen_concentrator,5,1,1.7,0,1,2,5,0,1,0,0,0,0,3,concentrator_malfunction,2022,12,10,COVID19_severe,0,10,0,7,4,112.0,239.0,1,grid_unreliable,2
1695,district_hospital,O2_0186,rural,79,0,0,0,0,cylinder_portable,0,0,1.8,0,3,4,91,0,0,0,0,0,0,30,no_oxygen_source,2022,7,15,neonatal_respiratory,0,15,0,7,6,252.0,44.0,0,grid_unreliable,17
1696,district_hospital,O2_0098,peri_urban,70,0,0,0,0,none,0,0,6.1,0,4,1,6,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,6,10,pneumonia_adult,0,10,0,4,3,51.0,46.0,0,grid_unreliable,30
1697,district_hospital,O2_0194,rural,70,0,0,0,0,LOX_bulk_tank,0,0,4.2,0,2,8,47,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,9,5,neonatal_respiratory,0,5,0,1,1,98.0,108.0,1,generator_only,5
1698,district_hospital,O2_0059,urban,63,0,0,0,0,cylinder_portable,0,0,4.6,0,4,5,35,0,0,0,0,0,0,4,no_oxygen_source,2023,4,11,pneumonia_child,0,11,0,4,4,47.0,67.0,0,none,16
1699,district_hospital,O2_0061,peri_urban,46,0,0,0,0,cylinder_portable,0,0,12.7,0,4,4,25,0,0,0,0,1,0,0,not_applicable,2023,12,13,pneumonia_adult,6,7,0,4,0,225.0,45.0,1,grid_unreliable,25
1700,district_hospital,O2_0105,urban,17,0,0,0,0,cylinder_piped,0,0,4.9,0,5,4,8,0,1,0,0,0,0,30,funding_for_refill,2023,8,15,pneumonia_child,0,15,0,5,0,0.0,35.0,1,grid_unreliable,35
1701,district_hospital,O2_0136,rural,69,0,0,0,0,oxygen_concentrator,1,0,0.1,0,4,5,39,0,0,0,0,0,0,18,PSA_plant_breakdown,2022,8,5,COPD_exacerbation,0,5,0,3,2,218.0,61.0,0,solar,2
1702,district_hospital,O2_0011,rural,81,0,0,0,0,LOX_bulk_tank,0,0,2.2,0,7,5,150,0,0,0,0,1,1,0,not_applicable,2023,2,8,pneumonia_adult,3,5,0,1,0,208.0,12.0,0,none,24
1703,district_hospital,O2_0064,peri_urban,14,0,0,0,0,cylinder_portable,0,0,0.4,0,1,5,28,0,1,1,1,0,0,13,supplier_stockout,2022,8,13,neonatal_respiratory,0,13,0,5,6,267.0,4.0,1,generator_only,16
1704,district_hospital,O2_0058,urban,64,0,0,0,0,oxygen_concentrator,3,1,1.8,0,1,3,49,0,1,1,0,1,0,0,not_applicable,2021,11,15,sepsis,4,11,1,7,0,257.0,1.0,0,none,15
1705,district_hospital,O2_0141,peri_urban,97,0,0,0,0,oxygen_concentrator,1,0,6.5,0,0,3,6,0,1,1,0,1,0,0,not_applicable,2023,9,9,COVID19_severe,2,7,0,4,0,224.0,47.0,1,none,17
1706,district_hospital,O2_0151,rural,81,0,0,0,0,cylinder_piped,0,0,4.4,0,2,3,22,0,1,0,0,1,1,0,not_applicable,2022,2,16,COVID19_severe,7,9,1,9,0,190.0,26.0,0,grid_unreliable,3
1707,district_hospital,O2_0139,peri_urban,66,0,0,0,1,none,1,0,0.1,1,0,3,18,0,1,0,0,1,1,0,not_applicable,2021,4,15,COPD_exacerbation,6,9,0,5,0,282.0,59.0,1,grid_reliable,33
1708,district_hospital,O2_0012,rural,32,0,0,0,0,cylinder_piped,0,0,1.4,0,1,6,32,0,0,0,0,1,1,0,not_applicable,2021,12,11,COPD_exacerbation,3,8,0,4,0,310.0,30.0,0,grid_unreliable,1
1709,district_hospital,O2_0148,peri_urban,82,0,0,0,0,none,0,0,9.2,0,1,2,52,0,0,0,0,0,0,1,power_outage,2021,4,14,severe_malaria,0,14,0,6,3,276.0,27.0,1,grid_reliable,23
1710,district_hospital,O2_0154,rural,21,0,0,0,0,oxygen_concentrator,2,1,7.3,0,4,3,59,0,1,1,0,0,0,11,cylinder_delivery_delay,2021,10,14,pneumonia_child,0,14,0,2,7,320.0,5.0,0,none,3
1711,district_hospital,O2_0136,rural,81,0,0,0,0,oxygen_concentrator,0,0,0.5,0,6,4,2,0,0,0,0,1,0,0,not_applicable,2024,12,11,asthma_severe,7,4,1,2,0,166.0,23.0,0,grid_reliable,34
1712,district_hospital,O2_0194,rural,178,0,0,0,0,oxygen_concentrator,0,0,0.7,0,2,4,63,0,1,1,0,0,0,13,power_outage,2024,10,7,neonatal_respiratory,0,7,0,4,0,358.0,1.0,0,solar,0
1713,district_hospital,O2_0133,peri_urban,83,0,1,0,0,none,2,0,1.1,0,2,3,1,0,1,0,0,1,0,0,not_applicable,2023,8,16,severe_malaria,5,11,0,5,0,231.0,3.0,1,grid_unreliable,1
1714,district_hospital,O2_0112,rural,32,0,0,0,0,oxygen_concentrator,0,0,4.8,0,4,4,32,0,1,0,0,0,0,1,cylinder_delivery_delay,2021,9,8,COPD_exacerbation,0,8,0,1,2,196.0,16.0,1,grid_reliable,2
1715,district_hospital,O2_0036,urban,49,0,0,0,0,oxygen_concentrator,4,1,0.1,0,1,5,0,0,1,1,1,1,1,0,not_applicable,2021,8,13,severe_malaria,2,11,0,6,0,124.0,10.0,1,grid_unreliable,28
1716,district_hospital,O2_0142,urban,136,0,1,0,1,none,0,0,3.6,1,1,4,4,0,1,1,0,1,0,0,not_applicable,2021,7,8,pneumonia_child,5,3,0,1,0,285.0,117.0,1,generator_only,14
1717,district_hospital,O2_0132,urban,10,0,0,0,1,cylinder_portable,0,0,2.7,1,3,2,9,0,0,0,0,1,0,0,not_applicable,2023,4,13,pneumonia_child,7,6,0,4,0,239.0,5.0,0,grid_unreliable,5
1718,district_hospital,O2_0041,peri_urban,82,0,0,0,0,LOX_bulk_tank,0,0,5.9,0,3,3,13,0,0,0,0,0,0,1,power_outage,2023,1,10,pneumonia_child,0,10,0,5,1,260.0,169.0,0,solar,9
1719,district_hospital,O2_0113,peri_urban,69,0,0,0,0,cylinder_piped,0,0,8.6,0,7,8,21,0,0,0,0,0,0,6,demand_surge,2022,7,5,pneumonia_child,0,5,0,2,0,170.0,81.0,0,none,13
1720,district_hospital,O2_0146,rural,72,0,0,0,0,cylinder_piped,0,0,4.6,0,2,2,1,0,0,0,0,0,0,6,funding_for_refill,2021,11,14,COPD_exacerbation,0,14,0,6,4,248.0,15.0,1,grid_unreliable,21
1721,district_hospital,O2_0071,urban,113,0,1,0,0,none,0,0,10.4,0,2,7,14,0,0,0,0,1,1,0,not_applicable,2024,11,16,neonatal_respiratory,10,6,0,2,0,250.0,71.0,0,grid_unreliable,38
1722,district_hospital,O2_0024,peri_urban,72,0,0,0,0,oxygen_concentrator,1,0,1.2,0,4,5,20,0,1,0,0,0,0,13,cylinder_delivery_delay,2022,10,9,COVID19_severe,0,9,0,1,1,130.0,122.0,0,grid_unreliable,41
1723,district_hospital,O2_0054,rural,96,0,0,0,0,cylinder_portable,0,0,1.8,0,3,0,0,0,0,0,0,0,0,8,cylinder_delivery_delay,2021,10,10,pneumonia_child,0,10,0,3,0,277.0,19.0,1,grid_unreliable,2
1724,district_hospital,O2_0045,rural,5,0,1,0,0,none,0,0,0.3,0,2,5,3,0,1,1,0,0,0,28,cylinder_delivery_delay,2024,12,10,heart_failure,0,10,0,4,3,123.0,127.0,0,generator_only,4
1725,district_hospital,O2_0142,peri_urban,72,0,0,0,0,none,0,0,4.2,0,3,5,37,0,0,0,0,1,1,0,not_applicable,2021,1,10,pneumonia_adult,6,4,1,1,0,313.0,7.0,0,generator_only,2
1726,district_hospital,O2_0170,peri_urban,82,0,0,0,0,oxygen_concentrator,2,1,9.3,0,6,4,1,0,0,0,0,0,0,9,concentrator_malfunction,2024,4,10,severe_malaria,0,10,0,5,2,167.0,48.0,0,grid_unreliable,4
1727,district_hospital,O2_0078,peri_urban,104,0,0,0,0,cylinder_portable,0,0,1.0,1,3,4,63,0,1,0,0,1,1,0,not_applicable,2024,10,14,COPD_exacerbation,8,6,0,0,0,157.0,16.0,1,generator_only,7
1728,district_hospital,O2_0175,rural,85,0,0,0,0,cylinder_portable,0,0,1.2,0,2,1,19,0,0,0,0,1,0,0,not_applicable,2023,9,12,asthma_severe,5,7,0,4,0,180.0,23.0,1,solar,26
1729,district_hospital,O2_0063,peri_urban,5,0,0,0,0,cylinder_portable,2,0,1.0,0,2,5,37,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,1,14,COPD_exacerbation,6,8,1,4,0,269.0,42.0,1,none,50
1730,district_hospital,O2_0058,rural,5,0,0,1,0,oxygen_concentrator,0,0,1.8,0,4,4,52,0,0,0,0,0,0,15,demand_surge,2024,4,8,asthma_severe,0,8,0,3,3,158.0,22.0,1,none,3
1731,district_hospital,O2_0188,rural,51,0,0,0,0,oxygen_concentrator,0,0,15.1,0,2,5,56,0,1,0,0,1,1,0,not_applicable,2022,7,11,pneumonia_child,5,6,1,1,0,80.0,25.0,0,solar,19
1732,district_hospital,O2_0174,rural,5,0,0,0,0,oxygen_concentrator,0,0,3.4,0,3,6,3,0,1,1,0,0,0,19,demand_surge,2022,3,14,heart_failure,0,14,0,3,5,188.0,10.0,0,grid_reliable,30
1733,district_hospital,O2_0004,urban,74,0,0,0,0,oxygen_concentrator,1,0,1.6,0,0,3,10,0,0,0,0,0,0,14,cylinder_delivery_delay,2021,6,9,neonatal_respiratory,0,9,0,3,2,272.0,22.0,1,grid_reliable,20
1734,district_hospital,O2_0093,peri_urban,34,0,0,0,0,cylinder_piped,0,0,6.8,0,2,4,3,0,0,0,0,1,1,0,not_applicable,2023,3,8,COVID19_severe,0,8,0,3,0,125.0,109.0,0,generator_only,5
1735,district_hospital,O2_0143,rural,96,0,0,0,0,cylinder_portable,0,0,3.3,0,2,4,15,0,0,0,0,0,0,3,empty_cylinders_not_collected,2024,12,8,heart_failure,0,8,0,7,1,188.0,4.0,0,grid_unreliable,14
1736,district_hospital,O2_0131,peri_urban,19,0,0,0,0,oxygen_concentrator,0,0,7.5,0,1,3,46,0,0,0,0,0,0,2,PSA_plant_breakdown,2022,8,19,COPD_exacerbation,0,19,0,9,3,154.0,30.0,1,none,10
1737,district_hospital,O2_0122,rural,62,0,0,0,0,cylinder_portable,0,0,0.6,0,2,3,14,0,0,0,0,0,0,19,demand_surge,2022,3,19,surgical_anaesthesia,0,19,0,9,11,215.0,21.0,0,generator_only,3
1738,district_hospital,O2_0081,urban,20,0,0,0,0,oxygen_concentrator,1,0,1.3,0,5,3,4,0,0,0,0,1,1,0,not_applicable,2021,12,9,heart_failure,3,6,0,3,0,169.0,7.0,1,solar,4
1739,district_hospital,O2_0064,urban,102,0,0,0,0,PSA_plant_onsite,0,0,3.9,0,4,3,0,0,1,0,0,0,0,24,cylinder_delivery_delay,2023,8,16,pneumonia_child,0,16,0,9,5,178.0,89.0,0,grid_reliable,13
1740,district_hospital,O2_0063,rural,98,0,0,0,0,oxygen_concentrator,2,0,2.2,0,1,3,0,0,0,0,0,0,0,30,power_outage,2023,2,8,severe_malaria,0,8,0,3,2,185.0,208.0,1,grid_unreliable,49
1741,district_hospital,O2_0164,urban,7,0,0,0,0,cylinder_portable,0,0,1.2,0,4,1,86,0,1,0,0,0,0,3,power_outage,2022,7,16,other_hypoxemia,0,16,0,7,6,252.0,7.0,1,generator_only,13
1742,district_hospital,O2_0103,rural,77,0,0,0,0,oxygen_concentrator,0,0,0.7,1,4,5,16,0,0,0,0,1,0,1,cylinder_delivery_delay,2022,7,10,neonatal_respiratory,6,4,0,1,0,148.0,19.0,0,none,16
1743,district_hospital,O2_0011,rural,101,0,0,0,0,cylinder_piped,0,0,2.5,0,2,8,26,0,0,0,0,0,0,8,concentrator_malfunction,2021,9,17,COPD_exacerbation,0,17,0,7,3,214.0,97.0,0,grid_unreliable,18
1744,district_hospital,O2_0114,peri_urban,107,0,0,0,0,none,0,0,7.4,0,4,5,34,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,8,11,pneumonia_child,0,11,0,5,0,311.0,13.0,0,none,17
1745,district_hospital,O2_0025,rural,6,0,0,0,0,cylinder_portable,0,0,7.6,0,5,2,1,0,1,1,1,1,0,0,not_applicable,2024,11,15,severe_malaria,1,14,1,7,0,290.0,4.0,0,none,41
1746,district_hospital,O2_0140,peri_urban,129,0,0,0,0,cylinder_portable,0,0,0.4,0,2,5,38,0,1,1,0,1,1,12,cylinder_delivery_delay,2024,1,17,neonatal_respiratory,11,6,1,3,0,128.0,10.0,0,grid_reliable,11
1747,district_hospital,O2_0160,peri_urban,23,0,0,0,0,cylinder_portable,0,0,0.6,1,5,7,13,0,0,0,0,0,0,12,power_outage,2023,5,11,pneumonia_child,0,11,0,6,3,73.0,3.0,1,generator_only,24
1748,district_hospital,O2_0136,urban,50,0,0,0,0,cylinder_portable,0,0,3.9,0,4,7,38,0,0,0,0,1,1,0,not_applicable,2022,2,4,other_hypoxemia,2,2,0,2,0,223.0,46.0,0,solar,10
1749,district_hospital,O2_0181,urban,41,0,0,0,0,cylinder_portable,0,0,15.4,0,5,5,9,0,1,0,0,0,0,7,PSA_plant_breakdown,2024,2,16,heart_failure,0,16,0,5,2,185.0,22.0,0,solar,4
1750,district_hospital,O2_0017,rural,75,0,0,0,0,cylinder_piped,0,0,1.6,0,2,3,25,0,0,0,0,0,0,27,PSA_plant_breakdown,2023,7,8,sepsis,0,8,0,5,4,165.0,7.0,0,grid_unreliable,16
1751,district_hospital,O2_0136,urban,138,0,0,0,0,cylinder_portable,0,0,11.3,0,1,5,4,0,1,0,0,0,0,6,concentrator_malfunction,2024,2,11,severe_malaria,0,11,0,5,5,285.0,128.0,0,grid_reliable,13
1752,district_hospital,O2_0010,peri_urban,94,0,0,0,0,oxygen_concentrator,2,0,2.6,0,4,9,19,0,1,0,0,1,1,0,not_applicable,2023,10,9,pneumonia_child,1,8,0,5,0,177.0,13.0,1,solar,6
1753,district_hospital,O2_0142,peri_urban,41,0,0,0,0,none,0,0,9.7,0,1,5,4,0,0,0,0,0,0,11,no_oxygen_source,2024,1,13,trauma,0,13,0,7,1,197.0,126.0,0,generator_only,1
1754,district_hospital,O2_0162,rural,87,0,0,1,1,oxygen_concentrator,2,0,7.3,1,1,5,17,0,1,1,0,0,0,20,concentrator_malfunction,2023,3,8,severe_malaria,0,8,0,5,2,210.0,9.0,0,grid_unreliable,5
1755,district_hospital,O2_0039,rural,94,0,0,0,0,cylinder_piped,0,0,2.5,0,6,3,4,0,0,0,0,0,0,4,no_oxygen_source,2021,8,15,COVID19_severe,0,15,0,9,5,254.0,83.0,0,grid_unreliable,0
1756,district_hospital,O2_0041,peri_urban,86,0,0,0,0,cylinder_portable,0,0,3.8,0,6,4,19,0,1,0,0,1,1,0,not_applicable,2022,11,19,COPD_exacerbation,4,15,0,4,0,68.0,4.0,1,generator_only,0
1757,district_hospital,O2_0073,peri_urban,57,0,0,0,0,oxygen_concentrator,2,0,3.3,0,2,6,42,0,0,0,0,1,1,9,power_outage,2023,8,11,neonatal_respiratory,5,6,0,4,0,121.0,10.0,1,none,1
1758,district_hospital,O2_0072,rural,46,0,0,0,0,oxygen_concentrator,3,0,5.0,0,3,3,6,0,0,0,0,1,1,0,not_applicable,2023,4,15,pneumonia_child,6,9,0,2,0,259.0,9.0,0,generator_only,18
1759,district_hospital,O2_0151,rural,5,0,0,0,0,oxygen_concentrator,1,0,2.0,0,5,3,8,0,0,0,0,1,1,1,concentrator_malfunction,2024,2,10,trauma,5,5,0,2,0,196.0,9.0,1,generator_only,13
1760,district_hospital,O2_0110,rural,70,0,0,0,0,oxygen_concentrator,3,0,2.6,1,1,2,35,0,1,0,0,1,1,5,cylinder_delivery_delay,2024,2,13,COVID19_severe,7,6,0,3,0,310.0,86.0,0,none,6
1761,district_hospital,O2_0090,peri_urban,137,0,0,0,0,none,0,0,3.0,1,1,7,15,0,1,0,0,1,0,0,not_applicable,2024,9,14,COPD_exacerbation,7,7,1,1,0,140.0,62.0,0,grid_unreliable,4
1762,district_hospital,O2_0064,rural,56,0,0,1,0,oxygen_concentrator,0,0,8.0,0,3,1,7,0,0,0,0,1,1,1,concentrator_malfunction,2024,8,21,COPD_exacerbation,8,13,1,3,0,241.0,34.0,1,generator_only,4
1763,district_hospital,O2_0040,urban,35,0,0,0,0,cylinder_portable,0,0,0.9,0,4,6,15,0,0,0,0,0,0,14,power_outage,2024,9,17,neonatal_respiratory,0,17,0,7,3,246.0,63.0,0,generator_only,7
1764,district_hospital,O2_0027,urban,118,0,0,1,0,cylinder_portable,0,0,3.9,0,5,0,5,0,1,0,0,1,0,0,not_applicable,2022,10,18,asthma_severe,10,8,1,4,0,176.0,102.0,0,solar,13
1765,district_hospital,O2_0037,rural,5,0,0,0,0,none,0,0,5.8,0,5,5,12,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,11,9,severe_malaria,0,9,0,4,3,212.0,8.0,0,generator_only,5
1766,district_hospital,O2_0020,rural,104,0,0,0,0,oxygen_concentrator,2,1,11.2,0,4,4,25,0,0,0,0,1,0,0,not_applicable,2021,9,10,pneumonia_adult,0,10,0,4,0,185.0,60.0,1,grid_unreliable,4
1767,district_hospital,O2_0147,rural,38,0,0,0,0,cylinder_portable,0,0,10.6,0,2,3,2,0,0,0,0,0,0,3,no_oxygen_source,2024,6,8,pneumonia_child,0,8,0,2,2,264.0,62.0,1,solar,20
1768,district_hospital,O2_0137,peri_urban,71,0,0,0,0,oxygen_concentrator,4,1,0.2,0,2,3,29,0,0,0,0,1,1,0,not_applicable,2022,10,11,pneumonia_adult,5,6,0,2,0,337.0,17.0,0,generator_only,26
1769,district_hospital,O2_0029,peri_urban,58,0,0,0,0,cylinder_portable,0,0,14.2,0,4,3,0,0,0,0,0,1,0,0,not_applicable,2024,12,9,pneumonia_adult,0,9,0,6,0,231.0,1.0,0,generator_only,16
1770,district_hospital,O2_0072,urban,67,0,0,0,0,oxygen_concentrator,4,2,8.2,0,7,2,0,0,0,0,0,1,0,0,not_applicable,2023,5,14,sepsis,4,10,0,6,0,225.0,22.0,1,grid_unreliable,15
1771,district_hospital,O2_0112,rural,92,0,0,0,0,oxygen_concentrator,2,1,1.4,1,2,5,9,0,0,0,0,1,1,0,not_applicable,2021,12,10,COVID19_severe,5,5,1,3,0,164.0,110.0,1,generator_only,8
1772,district_hospital,O2_0010,urban,27,0,0,0,0,cylinder_portable,1,0,4.9,1,4,2,8,0,0,0,0,1,1,0,not_applicable,2023,8,12,pneumonia_child,4,8,0,3,0,423.0,23.0,1,grid_unreliable,6
1773,district_hospital,O2_0160,urban,27,0,0,0,0,oxygen_concentrator,1,0,13.4,0,3,5,11,0,0,0,0,1,1,6,concentrator_malfunction,2022,2,12,trauma,3,9,0,3,0,119.0,13.0,1,grid_unreliable,3
1774,district_hospital,O2_0169,rural,41,0,0,0,0,oxygen_concentrator,4,2,1.7,0,6,5,51,0,0,0,0,1,0,0,not_applicable,2023,8,13,severe_malaria,4,9,1,4,0,254.0,66.0,0,none,6
1775,district_hospital,O2_0185,rural,22,0,0,0,0,none,0,0,2.7,0,3,4,33,0,1,0,0,1,0,0,not_applicable,2022,4,10,other_hypoxemia,5,5,0,3,0,92.0,26.0,1,generator_only,41
1776,district_hospital,O2_0063,peri_urban,31,0,0,1,0,cylinder_piped,0,0,24.2,0,2,3,48,0,1,0,0,1,0,3,power_outage,2021,6,15,pneumonia_adult,4,11,1,4,0,246.0,9.0,0,none,21
1777,district_hospital,O2_0096,rural,72,0,0,0,0,oxygen_concentrator,0,0,0.1,1,1,2,4,0,1,0,0,0,0,3,demand_surge,2023,4,18,severe_malaria,0,18,0,7,2,207.0,22.0,0,grid_unreliable,5
1778,district_hospital,O2_0192,peri_urban,80,0,0,0,0,oxygen_concentrator,1,0,1.3,0,3,1,0,0,1,1,0,0,0,10,cylinder_delivery_delay,2022,12,10,severe_malaria,0,10,0,0,4,361.0,76.0,1,none,23
1779,district_hospital,O2_0194,urban,79,0,0,0,0,oxygen_concentrator,5,2,23.4,1,3,7,74,0,0,0,0,0,0,2,funding_for_refill,2024,5,13,pneumonia_child,0,13,0,7,3,0.0,5.0,1,grid_unreliable,0
1780,district_hospital,O2_0104,rural,28,0,0,0,0,cylinder_piped,2,0,0.9,0,4,1,22,0,1,0,0,0,0,3,concentrator_malfunction,2022,11,9,severe_malaria,0,9,0,5,5,193.0,22.0,1,generator_only,23
1781,district_hospital,O2_0021,rural,39,0,1,0,0,cylinder_piped,0,0,3.1,0,3,3,1,0,1,1,0,0,0,15,cylinder_delivery_delay,2023,9,11,pneumonia_child,0,11,0,5,1,153.0,7.0,1,none,12
1782,district_hospital,O2_0081,peri_urban,57,0,1,0,0,oxygen_concentrator,3,0,17.7,0,7,2,42,0,0,0,0,1,0,1,cylinder_delivery_delay,2021,4,5,heart_failure,1,4,0,1,0,160.0,6.0,0,grid_unreliable,58
1783,district_hospital,O2_0074,peri_urban,23,0,0,0,1,cylinder_piped,0,0,8.3,1,1,4,28,0,0,0,0,1,0,0,not_applicable,2024,4,14,sepsis,6,8,1,3,0,198.0,148.0,1,grid_unreliable,1
1784,district_hospital,O2_0193,urban,35,0,0,0,0,cylinder_piped,0,0,1.4,0,6,4,3,0,1,0,0,1,0,0,not_applicable,2024,9,13,surgical_anaesthesia,6,7,1,4,0,365.0,39.0,1,grid_unreliable,27
1785,district_hospital,O2_0144,rural,119,0,0,0,0,cylinder_piped,2,1,4.7,0,5,1,0,0,0,0,0,1,1,0,not_applicable,2022,1,11,surgical_anaesthesia,3,8,1,5,0,273.0,222.0,1,generator_only,32
1786,district_hospital,O2_0193,rural,76,0,0,1,0,cylinder_piped,0,0,7.2,0,5,2,1,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,8,11,severe_malaria,0,11,0,6,4,218.0,157.0,0,none,11
1787,district_hospital,O2_0070,rural,163,0,0,0,0,none,0,0,3.1,0,3,6,6,0,0,0,0,1,0,0,not_applicable,2024,2,13,neonatal_respiratory,7,6,0,3,0,192.0,83.0,0,solar,0
1788,district_hospital,O2_0123,peri_urban,41,0,0,0,1,oxygen_concentrator,2,0,0.2,1,6,3,12,0,1,0,0,0,0,1,concentrator_malfunction,2022,2,13,pneumonia_child,0,13,0,7,2,192.0,9.0,0,solar,27
1789,district_hospital,O2_0132,peri_urban,71,0,0,0,0,cylinder_portable,1,0,2.2,0,4,7,6,0,1,0,0,1,1,8,empty_cylinders_not_collected,2023,3,7,severe_malaria,3,4,1,3,0,0.0,28.0,0,none,1
1790,district_hospital,O2_0026,rural,50,0,0,0,0,oxygen_concentrator,0,0,0.3,0,1,5,21,0,0,0,0,0,0,1,concentrator_malfunction,2023,5,12,COPD_exacerbation,0,12,0,5,3,250.0,132.0,1,grid_unreliable,30
1791,district_hospital,O2_0139,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.7,0,1,3,6,0,0,0,0,1,0,0,not_applicable,2024,2,10,heart_failure,4,6,0,3,0,80.0,28.0,0,solar,14
1792,district_hospital,O2_0076,urban,5,0,0,0,0,cylinder_piped,0,0,12.4,0,4,4,8,0,0,0,0,0,0,3,supplier_stockout,2024,11,16,pneumonia_adult,0,16,0,8,7,283.0,83.0,1,none,5
1793,district_hospital,O2_0051,rural,127,0,0,0,0,oxygen_concentrator,0,0,6.1,0,6,1,33,0,0,0,0,0,0,3,supplier_stockout,2024,8,21,COPD_exacerbation,0,21,0,6,3,227.0,2.0,0,grid_unreliable,15
1794,district_hospital,O2_0153,rural,66,0,0,0,1,oxygen_concentrator,0,0,14.7,1,3,3,12,0,0,0,0,1,0,1,empty_cylinders_not_collected,2022,12,17,pneumonia_adult,5,12,0,8,0,211.0,9.0,0,generator_only,22
1795,district_hospital,O2_0016,peri_urban,67,0,0,0,0,PSA_plant_onsite,0,0,2.5,0,3,1,19,1,1,0,0,0,0,11,power_outage,2022,7,10,sepsis,0,10,0,4,4,92.0,46.0,0,solar,51
1796,district_hospital,O2_0098,rural,46,1,0,0,0,cylinder_portable,0,0,12.6,0,2,4,1,0,1,1,0,1,1,0,not_applicable,2022,1,8,pneumonia_adult,5,3,0,3,0,137.0,53.0,0,solar,17
1797,district_hospital,O2_0108,rural,86,0,0,0,0,cylinder_portable,0,0,3.2,1,4,4,31,0,0,0,0,0,0,3,supplier_stockout,2021,1,21,sepsis,0,21,0,11,4,306.0,8.0,1,grid_unreliable,5
1798,district_hospital,O2_0024,rural,163,0,0,0,0,cylinder_piped,0,0,8.6,0,4,5,18,0,0,0,0,1,1,0,not_applicable,2024,8,10,surgical_anaesthesia,7,3,1,2,0,77.0,29.0,0,grid_unreliable,51
1799,district_hospital,O2_0028,rural,116,0,0,0,0,cylinder_portable,0,0,0.8,1,1,3,19,0,0,0,0,1,0,0,not_applicable,2024,3,10,neonatal_respiratory,5,5,1,1,0,293.0,31.0,0,none,19
1800,district_hospital,O2_0086,peri_urban,26,0,0,0,0,cylinder_portable,0,0,0.2,0,1,1,2,0,1,0,0,0,0,12,empty_cylinders_not_collected,2023,11,6,COPD_exacerbation,0,6,0,2,2,195.0,142.0,0,generator_only,20
1801,district_hospital,O2_0106,peri_urban,49,0,0,0,0,LOX_bulk_tank,0,0,2.0,0,3,2,5,0,1,0,0,0,0,17,empty_cylinders_not_collected,2024,5,12,pneumonia_child,0,12,0,4,4,346.0,2.0,1,grid_unreliable,18
1802,district_hospital,O2_0048,rural,5,0,0,1,0,cylinder_portable,0,0,6.9,0,3,5,18,0,0,0,0,0,0,21,supplier_stockout,2023,6,6,severe_malaria,0,6,0,4,1,180.0,39.0,1,generator_only,45
1803,district_hospital,O2_0063,rural,38,0,0,0,0,cylinder_piped,2,0,7.9,0,3,2,6,0,1,0,0,1,1,0,not_applicable,2023,1,16,neonatal_respiratory,4,12,0,4,0,230.0,109.0,0,solar,12
1804,district_hospital,O2_0174,rural,22,0,0,0,0,cylinder_portable,0,0,5.0,0,3,5,20,0,1,0,0,0,0,19,cylinder_delivery_delay,2022,9,11,surgical_anaesthesia,0,11,0,4,3,183.0,41.0,0,grid_reliable,15
1805,district_hospital,O2_0081,peri_urban,36,0,0,1,0,oxygen_concentrator,2,1,1.4,0,2,9,20,0,0,0,0,0,0,11,cylinder_delivery_delay,2021,11,10,pneumonia_adult,0,10,0,3,0,194.0,44.0,1,grid_unreliable,6
1806,district_hospital,O2_0162,urban,25,0,0,0,0,oxygen_concentrator,3,0,3.2,0,3,2,39,0,1,0,0,1,1,0,not_applicable,2021,3,9,surgical_anaesthesia,4,5,1,1,0,258.0,23.0,0,solar,8
1807,district_hospital,O2_0097,urban,93,0,0,0,0,none,0,0,0.2,0,5,6,12,0,1,0,0,0,0,4,cylinder_delivery_delay,2024,4,11,trauma,0,11,0,4,2,289.0,25.0,0,none,4
1808,district_hospital,O2_0181,peri_urban,25,0,0,0,0,none,0,0,0.8,0,4,4,20,0,0,0,0,0,0,5,regulator_valve_failure,2023,8,15,pneumonia_adult,0,15,0,10,3,197.0,84.0,0,grid_unreliable,6
1809,district_hospital,O2_0039,urban,5,0,0,0,0,cylinder_portable,0,0,10.7,0,1,6,12,0,0,0,0,1,1,0,not_applicable,2021,8,12,pneumonia_child,4,8,1,4,0,234.0,15.0,0,grid_unreliable,13
1810,district_hospital,O2_0041,rural,118,0,0,0,0,oxygen_concentrator,0,0,9.1,0,2,6,17,0,0,0,0,0,0,5,power_outage,2022,2,9,pneumonia_child,0,9,0,6,2,125.0,1.0,1,grid_reliable,12
1811,district_hospital,O2_0064,rural,83,0,0,0,0,none,0,0,3.5,0,3,2,16,0,0,0,0,1,1,0,not_applicable,2023,5,18,pneumonia_child,7,11,1,3,0,221.0,4.0,1,grid_unreliable,10
1812,district_hospital,O2_0044,peri_urban,57,0,1,0,0,cylinder_piped,0,0,4.4,0,2,2,0,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,10,7,heart_failure,0,7,0,2,2,237.0,12.0,0,grid_reliable,7
1813,district_hospital,O2_0064,peri_urban,38,0,0,0,0,oxygen_concentrator,5,1,16.1,0,4,4,18,0,0,0,0,1,1,0,not_applicable,2023,1,12,pneumonia_child,0,12,0,4,0,241.0,52.0,0,none,0
1814,district_hospital,O2_0128,rural,95,0,0,0,1,cylinder_piped,0,0,1.7,1,5,1,15,0,0,0,0,1,1,0,not_applicable,2022,5,15,pneumonia_adult,4,11,0,4,0,235.0,65.0,1,none,20
1815,district_hospital,O2_0053,urban,51,0,0,1,0,none,0,0,0.4,1,7,5,40,0,0,0,0,1,0,0,not_applicable,2023,3,15,heart_failure,7,8,0,4,0,258.0,6.0,1,grid_unreliable,13
1816,district_hospital,O2_0087,urban,96,0,0,0,0,cylinder_portable,3,2,5.1,0,4,2,78,0,1,0,0,1,1,0,not_applicable,2024,8,8,asthma_severe,3,5,0,1,0,230.0,4.0,0,solar,7
1817,district_hospital,O2_0006,peri_urban,39,0,0,0,0,cylinder_portable,0,0,6.9,0,1,3,19,0,0,0,0,0,0,19,concentrator_malfunction,2023,2,18,COPD_exacerbation,0,18,0,4,5,236.0,140.0,0,generator_only,28
1818,district_hospital,O2_0107,rural,98,0,0,0,0,cylinder_piped,0,0,1.5,0,2,2,28,0,0,0,0,0,0,7,power_outage,2021,11,9,sepsis,0,9,0,5,1,141.0,8.0,0,none,1
1819,district_hospital,O2_0174,peri_urban,80,0,0,0,0,cylinder_portable,0,0,15.2,0,2,2,8,0,0,0,0,0,0,10,empty_cylinders_not_collected,2022,9,10,COVID19_severe,0,10,0,3,4,245.0,4.0,1,none,12
1820,district_hospital,O2_0031,urban,70,0,0,0,0,oxygen_concentrator,1,0,7.6,0,2,4,8,0,1,1,0,1,1,0,not_applicable,2023,12,10,COVID19_severe,4,6,0,4,0,316.0,7.0,0,grid_unreliable,21
1821,district_hospital,O2_0025,peri_urban,96,0,0,0,0,oxygen_concentrator,1,0,4.2,0,2,4,18,0,0,0,0,1,1,9,concentrator_malfunction,2024,5,13,neonatal_respiratory,6,7,0,5,0,324.0,11.0,1,none,2
1822,district_hospital,O2_0152,peri_urban,74,0,0,1,0,cylinder_piped,0,0,0.1,0,2,6,2,0,0,0,0,0,0,10,no_oxygen_source,2024,9,9,pneumonia_child,0,9,0,3,1,195.0,4.0,0,grid_unreliable,7
1823,district_hospital,O2_0140,peri_urban,35,1,0,0,0,oxygen_concentrator,1,0,4.6,0,4,4,18,0,0,0,0,0,0,29,piping_system_leak,2022,12,11,COVID19_severe,0,11,0,5,4,125.0,52.0,0,solar,26
1824,district_hospital,O2_0079,rural,24,0,0,0,0,none,0,0,4.9,0,8,3,39,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,12,16,other_hypoxemia,0,16,0,3,5,355.0,6.0,0,grid_unreliable,47
1825,district_hospital,O2_0148,peri_urban,81,0,0,0,0,cylinder_portable,0,0,4.3,0,5,9,52,0,0,0,0,0,0,9,piping_system_leak,2022,12,10,pneumonia_adult,0,10,0,4,3,113.0,15.0,1,solar,88
1826,district_hospital,O2_0074,rural,15,0,0,0,0,cylinder_piped,3,2,2.5,0,9,3,13,0,1,0,0,0,0,14,power_outage,2023,12,13,neonatal_respiratory,0,13,0,6,6,153.0,26.0,0,generator_only,7
1827,district_hospital,O2_0144,urban,50,0,0,0,0,oxygen_concentrator,1,0,8.4,1,2,2,11,0,0,0,0,1,0,0,not_applicable,2023,5,10,pneumonia_adult,5,5,0,4,0,280.0,45.0,0,generator_only,48
1828,district_hospital,O2_0188,rural,48,0,0,0,0,oxygen_concentrator,3,0,3.6,1,1,2,16,0,0,0,0,0,0,11,power_outage,2023,8,16,heart_failure,0,16,0,2,7,0.0,18.0,0,solar,14
1829,district_hospital,O2_0155,peri_urban,100,0,0,0,0,cylinder_portable,0,0,12.2,0,8,2,21,0,0,0,0,0,0,1,concentrator_malfunction,2022,4,15,pneumonia_adult,0,15,0,5,4,162.0,149.0,0,grid_unreliable,8
1830,district_hospital,O2_0171,rural,72,0,0,0,0,oxygen_concentrator,1,0,9.8,0,4,2,6,0,1,1,0,1,1,0,not_applicable,2022,11,16,COPD_exacerbation,3,13,1,4,0,226.0,13.0,1,generator_only,21
1831,district_hospital,O2_0177,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.7,0,0,7,6,0,1,0,0,0,0,3,power_outage,2023,9,10,severe_malaria,0,10,0,6,2,292.0,71.0,1,solar,24
1832,district_hospital,O2_0062,urban,9,0,0,0,1,cylinder_piped,0,0,15.6,1,3,4,1,0,1,0,0,0,0,11,cylinder_delivery_delay,2024,3,13,pneumonia_adult,0,13,0,6,4,186.0,14.0,1,none,16
1833,district_hospital,O2_0149,peri_urban,156,0,1,0,0,cylinder_portable,0,0,19.3,0,7,3,1,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,2,10,heart_failure,0,10,0,0,0,169.0,30.0,1,grid_reliable,28
1834,district_hospital,O2_0186,urban,95,0,0,0,0,cylinder_piped,0,0,5.8,1,1,2,22,0,0,0,0,0,0,1,no_oxygen_source,2022,7,9,sepsis,0,9,0,6,0,386.0,64.0,0,grid_unreliable,14
1835,district_hospital,O2_0119,rural,40,0,0,0,0,oxygen_concentrator,1,0,0.6,0,3,3,5,0,0,0,0,0,0,8,cylinder_delivery_delay,2022,7,11,neonatal_respiratory,0,11,0,4,3,184.0,15.0,0,solar,0
1836,district_hospital,O2_0149,peri_urban,59,0,0,0,0,oxygen_concentrator,3,0,3.5,0,3,2,3,0,0,0,0,0,0,30,demand_surge,2023,7,14,COPD_exacerbation,0,14,0,4,7,120.0,25.0,1,none,0
1837,district_hospital,O2_0123,rural,105,0,0,1,0,cylinder_piped,0,0,0.2,0,7,4,10,0,0,0,0,0,0,9,no_oxygen_source,2024,7,12,severe_malaria,0,12,0,4,4,172.0,20.0,0,generator_only,13
1838,district_hospital,O2_0063,peri_urban,82,0,1,0,0,cylinder_portable,0,0,8.0,0,1,4,28,0,0,0,0,1,0,0,not_applicable,2024,8,12,COVID19_severe,6,6,0,1,0,132.0,1.0,1,generator_only,1
1839,district_hospital,O2_0043,rural,79,0,0,0,1,none,0,0,28.3,1,3,1,14,0,1,0,0,1,1,0,not_applicable,2024,11,12,surgical_anaesthesia,4,8,1,1,0,157.0,31.0,0,grid_unreliable,62
1840,district_hospital,O2_0054,rural,50,0,0,0,0,cylinder_portable,0,0,2.5,0,1,4,0,0,0,0,0,1,0,0,not_applicable,2023,6,9,surgical_anaesthesia,3,6,0,3,0,276.0,39.0,0,generator_only,9
1841,district_hospital,O2_0191,urban,48,0,0,0,1,none,0,0,1.2,1,3,6,11,0,1,0,0,0,0,3,piping_system_leak,2023,3,11,asthma_severe,0,11,0,7,2,184.0,34.0,0,solar,10
1842,district_hospital,O2_0004,peri_urban,128,0,1,0,0,none,3,0,0.2,0,4,4,36,0,1,0,0,1,1,0,not_applicable,2023,12,9,severe_malaria,5,4,1,2,0,213.0,15.0,1,none,25
1843,district_hospital,O2_0022,rural,5,0,0,0,0,cylinder_piped,0,0,0.1,0,1,2,57,0,1,1,0,1,1,3,piping_system_leak,2024,4,14,COPD_exacerbation,7,7,0,4,0,522.0,40.0,0,grid_reliable,10
1844,district_hospital,O2_0129,peri_urban,58,0,0,0,0,cylinder_portable,0,0,0.4,0,2,5,21,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,2,11,heart_failure,0,11,0,5,2,92.0,31.0,1,none,31
1845,district_hospital,O2_0141,urban,30,0,0,0,0,PSA_plant_onsite,0,0,2.1,0,0,7,17,0,0,0,0,0,0,13,cylinder_delivery_delay,2023,11,17,pneumonia_child,0,17,0,3,6,320.0,71.0,1,solar,5
1846,district_hospital,O2_0081,peri_urban,10,0,0,0,0,oxygen_concentrator,1,0,8.6,0,4,5,6,0,0,0,0,0,0,25,cylinder_delivery_delay,2023,3,15,severe_malaria,0,15,0,6,2,165.0,2.0,0,grid_unreliable,4
1847,district_hospital,O2_0178,urban,103,0,0,0,0,oxygen_concentrator,1,0,0.4,0,4,6,0,0,0,0,0,1,1,0,not_applicable,2023,7,13,pneumonia_child,2,11,1,2,0,124.0,73.0,1,none,29
1848,district_hospital,O2_0177,rural,100,0,0,0,0,oxygen_concentrator,3,1,1.0,0,2,3,7,0,1,0,0,0,0,13,power_outage,2024,5,11,neonatal_respiratory,0,11,0,6,5,126.0,183.0,1,none,17
1849,district_hospital,O2_0102,rural,50,0,0,0,0,none,0,0,8.1,0,6,2,11,0,1,0,0,0,0,11,cylinder_delivery_delay,2023,4,15,neonatal_respiratory,0,15,0,9,2,185.0,122.0,1,none,0
1850,district_hospital,O2_0105,peri_urban,29,0,0,0,0,cylinder_piped,0,0,1.4,0,4,6,21,0,0,0,0,1,1,0,not_applicable,2023,11,11,COPD_exacerbation,6,5,0,2,0,241.0,68.0,0,none,4
1851,district_hospital,O2_0128,rural,39,0,0,0,0,cylinder_portable,0,0,16.0,0,1,4,50,0,0,0,0,0,0,30,funding_for_refill,2024,12,12,COPD_exacerbation,0,12,0,5,1,197.0,6.0,0,grid_reliable,6
1852,district_hospital,O2_0109,urban,5,0,0,0,0,oxygen_concentrator,6,2,10.4,0,3,5,18,0,1,0,0,1,1,0,not_applicable,2022,6,14,neonatal_respiratory,5,9,0,2,0,298.0,10.0,0,solar,1
1853,district_hospital,O2_0088,rural,53,0,0,0,1,oxygen_concentrator,2,0,10.9,1,5,3,23,0,1,0,0,1,1,2,power_outage,2024,9,9,COVID19_severe,2,7,0,1,0,259.0,40.0,1,grid_unreliable,74
1854,district_hospital,O2_0083,rural,93,0,0,0,0,cylinder_portable,0,0,2.0,0,4,5,4,0,1,0,0,1,1,0,not_applicable,2022,10,7,surgical_anaesthesia,3,4,0,1,0,231.0,36.0,0,grid_unreliable,1
1855,district_hospital,O2_0108,urban,5,0,0,0,1,cylinder_portable,0,0,0.4,1,6,3,0,0,1,1,0,0,0,1,funding_for_refill,2024,7,12,pneumonia_child,0,12,0,4,2,231.0,19.0,0,none,5
1856,district_hospital,O2_0139,urban,5,0,0,0,0,PSA_plant_onsite,0,0,2.2,0,3,3,5,1,0,0,0,1,0,0,not_applicable,2022,11,10,severe_malaria,4,6,0,4,0,199.0,61.0,0,solar,5
1857,district_hospital,O2_0048,peri_urban,24,0,0,0,0,cylinder_portable,0,0,11.6,0,7,8,7,0,1,1,0,1,1,0,not_applicable,2024,8,7,pneumonia_child,4,3,1,0,0,131.0,60.0,1,none,24
1858,district_hospital,O2_0173,rural,94,0,0,0,0,oxygen_concentrator,0,0,1.2,1,3,6,60,0,1,1,0,0,0,5,PSA_plant_breakdown,2024,8,7,COPD_exacerbation,0,7,0,4,2,316.0,40.0,1,generator_only,9
1859,district_hospital,O2_0065,peri_urban,43,0,0,0,0,none,0,0,7.2,0,2,3,5,0,1,1,0,0,0,17,cylinder_delivery_delay,2022,2,13,pneumonia_child,0,13,0,4,5,385.0,61.0,0,grid_unreliable,8
1860,district_hospital,O2_0188,peri_urban,69,0,0,0,0,oxygen_concentrator,1,0,9.9,0,3,7,53,0,0,0,0,0,0,2,concentrator_malfunction,2023,6,11,COVID19_severe,0,11,0,7,0,121.0,96.0,0,none,3
1861,district_hospital,O2_0030,rural,71,0,0,0,0,oxygen_concentrator,4,0,14.4,0,3,2,36,0,1,0,0,1,1,0,not_applicable,2022,11,11,sepsis,4,7,0,5,0,135.0,49.0,0,grid_unreliable,4
1862,district_hospital,O2_0093,rural,98,0,0,0,0,oxygen_concentrator,1,0,21.0,0,4,1,10,0,0,0,0,0,0,4,PSA_plant_breakdown,2022,2,10,COPD_exacerbation,0,10,0,5,2,62.0,59.0,0,solar,3
1863,district_hospital,O2_0004,urban,78,0,0,0,0,oxygen_concentrator,2,0,9.8,0,3,4,14,0,0,0,0,0,0,30,demand_surge,2024,7,7,asthma_severe,0,7,0,4,2,178.0,55.0,1,grid_unreliable,19
1864,district_hospital,O2_0051,rural,77,0,0,0,0,oxygen_concentrator,2,0,11.6,0,5,6,1,0,0,0,0,0,0,12,piping_system_leak,2022,12,15,pneumonia_adult,0,15,0,8,5,205.0,62.0,1,grid_reliable,12
1865,district_hospital,O2_0039,peri_urban,128,0,0,0,0,oxygen_concentrator,1,0,11.2,0,5,1,15,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,5,11,COPD_exacerbation,0,11,0,6,1,297.0,12.0,0,generator_only,23
1866,district_hospital,O2_0038,peri_urban,94,0,0,0,0,oxygen_concentrator,3,0,1.7,1,1,5,17,0,0,0,0,0,0,13,piping_system_leak,2022,9,13,pneumonia_child,0,13,0,7,7,110.0,16.0,0,none,0
1867,district_hospital,O2_0087,peri_urban,101,0,0,0,0,oxygen_concentrator,1,0,2.5,0,4,7,2,0,1,0,0,1,1,0,not_applicable,2024,9,8,COPD_exacerbation,1,7,0,1,0,223.0,73.0,0,none,53
1868,district_hospital,O2_0009,peri_urban,70,0,0,0,0,cylinder_portable,0,0,1.7,0,2,3,2,0,1,0,0,0,0,11,cylinder_delivery_delay,2024,6,13,pneumonia_child,0,13,0,7,3,412.0,1.0,0,none,8
1869,district_hospital,O2_0118,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,3.4,0,4,4,3,0,0,0,0,0,0,16,cylinder_delivery_delay,2022,8,11,sepsis,0,11,0,3,2,130.0,11.0,0,grid_unreliable,31
1870,district_hospital,O2_0050,urban,51,0,0,0,0,oxygen_concentrator,2,0,3.4,0,2,6,1,0,0,0,0,1,0,0,not_applicable,2022,10,14,pneumonia_adult,8,6,1,2,0,218.0,98.0,1,grid_reliable,0
1871,district_hospital,O2_0177,peri_urban,146,0,0,0,0,none,0,0,7.4,1,4,4,48,0,0,0,0,1,0,0,not_applicable,2023,10,10,COPD_exacerbation,3,7,0,2,0,163.0,75.0,0,grid_unreliable,2
1872,district_hospital,O2_0058,rural,32,0,0,0,0,cylinder_portable,0,0,0.5,0,2,4,2,0,1,1,0,0,0,3,concentrator_malfunction,2023,4,6,neonatal_respiratory,0,6,0,4,0,93.0,18.0,1,grid_unreliable,44
1873,district_hospital,O2_0053,urban,49,0,0,0,0,cylinder_piped,4,2,7.4,0,4,1,7,0,1,0,0,1,0,0,not_applicable,2023,11,16,pneumonia_adult,6,10,0,5,0,258.0,141.0,1,none,31
1874,district_hospital,O2_0109,rural,57,0,0,0,0,cylinder_portable,0,0,6.9,0,2,7,20,0,0,0,0,0,0,17,empty_cylinders_not_collected,2024,2,8,severe_malaria,0,8,0,4,2,193.0,41.0,0,generator_only,1
1875,district_hospital,O2_0010,rural,29,0,0,0,0,cylinder_portable,0,0,2.2,0,1,5,3,0,0,0,0,0,0,2,no_oxygen_source,2021,12,9,COVID19_severe,0,9,0,4,0,208.0,42.0,0,none,24
1876,district_hospital,O2_0003,urban,125,1,0,0,0,none,0,0,0.4,0,3,6,32,0,0,0,0,0,0,2,funding_for_refill,2023,6,16,pneumonia_adult,0,16,0,6,8,128.0,53.0,0,none,36
1877,district_hospital,O2_0190,rural,134,0,0,0,0,cylinder_portable,0,0,17.4,0,3,6,24,0,1,0,0,1,1,0,not_applicable,2023,6,14,heart_failure,5,9,0,2,0,165.0,11.0,1,none,3
1878,district_hospital,O2_0179,urban,27,0,0,0,0,cylinder_portable,0,0,2.8,0,3,3,17,0,1,1,0,1,1,0,not_applicable,2022,2,12,asthma_severe,3,9,0,5,0,224.0,9.0,1,generator_only,0
1879,district_hospital,O2_0010,peri_urban,5,0,0,0,0,oxygen_concentrator,2,1,4.0,0,4,1,60,0,1,1,0,0,0,5,cylinder_delivery_delay,2023,5,16,surgical_anaesthesia,0,16,0,7,4,120.0,5.0,1,none,28
1880,district_hospital,O2_0185,rural,79,0,0,0,0,oxygen_concentrator,1,0,0.4,0,2,2,1,0,0,0,0,1,1,0,not_applicable,2023,10,14,heart_failure,5,9,0,5,0,212.0,203.0,0,solar,10
1881,district_hospital,O2_0127,urban,87,0,0,0,0,none,0,0,6.9,0,0,3,32,0,0,0,0,0,0,19,empty_cylinders_not_collected,2022,2,13,trauma,0,13,0,6,4,164.0,14.0,0,grid_unreliable,2
1882,district_hospital,O2_0111,rural,57,0,0,0,0,cylinder_piped,5,3,11.5,1,12,3,16,0,1,0,0,1,0,0,not_applicable,2023,8,10,trauma,8,2,0,0,0,227.0,3.0,0,grid_reliable,7
1883,district_hospital,O2_0162,rural,125,0,0,0,0,cylinder_portable,0,0,2.8,0,6,3,7,0,0,0,0,1,1,0,not_applicable,2023,7,11,pneumonia_child,1,10,0,6,0,346.0,13.0,0,grid_unreliable,16
1884,district_hospital,O2_0087,rural,5,0,0,0,0,oxygen_concentrator,2,0,3.1,0,5,1,21,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,7,8,severe_malaria,0,8,0,3,3,195.0,158.0,0,solar,23
1885,district_hospital,O2_0022,peri_urban,49,0,0,0,0,cylinder_portable,5,2,5.8,0,6,5,18,0,0,0,0,0,0,3,concentrator_malfunction,2024,10,16,neonatal_respiratory,0,16,0,8,5,221.0,56.0,0,none,2
1886,district_hospital,O2_0143,urban,44,0,0,0,0,oxygen_concentrator,0,0,3.6,0,4,4,38,0,0,0,0,1,1,0,not_applicable,2022,10,9,surgical_anaesthesia,1,8,1,4,0,167.0,83.0,1,none,0
1887,district_hospital,O2_0076,urban,55,0,0,0,0,none,1,0,0.3,0,2,2,22,0,0,0,0,0,0,10,no_oxygen_source,2023,12,10,trauma,0,10,0,3,0,237.0,10.0,0,solar,30
1888,district_hospital,O2_0036,urban,67,0,0,0,0,oxygen_concentrator,2,0,1.8,1,0,8,26,0,1,0,0,0,0,10,cylinder_delivery_delay,2024,4,14,pneumonia_adult,0,14,0,8,5,139.0,8.0,1,none,43
1889,district_hospital,O2_0034,peri_urban,26,0,0,0,0,none,2,0,6.5,0,2,1,12,0,0,0,0,1,1,0,not_applicable,2023,8,6,severe_malaria,4,2,0,1,0,96.0,98.0,1,grid_reliable,17
1890,district_hospital,O2_0088,urban,95,0,0,0,0,oxygen_concentrator,3,1,1.2,0,4,5,7,0,0,0,0,0,0,3,demand_surge,2024,9,10,pneumonia_child,0,10,0,3,4,206.0,23.0,0,grid_unreliable,24
1891,district_hospital,O2_0109,urban,50,0,0,0,0,cylinder_piped,0,0,0.7,0,2,6,53,0,0,0,0,1,0,9,empty_cylinders_not_collected,2021,12,10,pneumonia_adult,5,5,1,2,0,223.0,8.0,1,generator_only,25
1892,district_hospital,O2_0007,urban,36,0,0,0,0,oxygen_concentrator,1,0,0.3,1,2,6,66,0,0,0,0,0,0,23,power_outage,2023,3,15,surgical_anaesthesia,0,15,0,6,9,183.0,37.0,0,generator_only,3
1893,district_hospital,O2_0102,urban,50,0,0,0,0,cylinder_piped,0,0,7.7,0,2,2,6,0,0,0,0,1,1,0,not_applicable,2022,7,19,COPD_exacerbation,9,10,1,4,0,149.0,75.0,1,solar,43
1894,district_hospital,O2_0018,peri_urban,78,0,0,0,0,oxygen_concentrator,1,0,1.1,0,2,4,20,0,0,0,0,0,0,8,power_outage,2022,5,11,heart_failure,0,11,0,2,2,115.0,87.0,0,grid_unreliable,3
1895,district_hospital,O2_0161,rural,28,0,0,0,0,PSA_plant_onsite,0,0,4.5,0,6,3,35,1,0,0,0,1,0,0,not_applicable,2022,2,13,pneumonia_adult,10,3,0,2,0,290.0,87.0,1,none,32
1896,district_hospital,O2_0173,rural,87,0,0,0,0,oxygen_concentrator,1,0,4.1,0,3,4,2,0,0,0,0,1,1,0,not_applicable,2023,6,14,heart_failure,6,8,1,5,0,203.0,158.0,1,none,1
1897,district_hospital,O2_0045,peri_urban,84,0,0,0,0,oxygen_concentrator,1,0,1.3,0,1,4,0,0,0,0,0,0,0,8,empty_cylinders_not_collected,2023,4,9,severe_malaria,0,9,0,1,3,197.0,119.0,1,none,6
1898,district_hospital,O2_0097,rural,124,0,0,1,0,oxygen_concentrator,2,0,6.6,0,2,1,27,0,1,1,0,1,0,0,not_applicable,2023,4,8,COPD_exacerbation,3,5,1,2,0,139.0,28.0,1,grid_unreliable,46
1899,district_hospital,O2_0115,peri_urban,62,0,0,0,0,oxygen_concentrator,4,2,3.3,1,2,2,30,0,0,0,0,1,1,0,not_applicable,2022,7,10,COPD_exacerbation,3,7,0,4,0,121.0,29.0,1,grid_unreliable,7
1900,district_hospital,O2_0036,rural,51,0,0,0,0,oxygen_concentrator,1,0,3.8,0,5,3,35,0,1,0,0,0,0,22,demand_surge,2024,7,10,pneumonia_child,0,10,0,4,4,288.0,5.0,0,none,23
1901,district_hospital,O2_0168,rural,79,0,0,0,0,none,0,0,3.0,0,1,5,25,0,0,0,0,1,0,0,not_applicable,2023,1,19,pneumonia_adult,7,12,0,7,0,116.0,34.0,0,generator_only,2
1902,district_hospital,O2_0094,rural,44,0,0,0,0,LOX_bulk_tank,0,0,1.4,0,5,3,4,0,0,0,0,1,1,0,not_applicable,2022,7,18,COVID19_severe,11,7,0,3,0,270.0,28.0,1,none,12
1903,district_hospital,O2_0031,peri_urban,57,0,0,0,0,oxygen_concentrator,3,0,1.2,0,1,3,3,0,1,0,0,1,1,0,not_applicable,2021,2,15,COPD_exacerbation,6,9,0,1,0,297.0,41.0,0,grid_unreliable,0
1904,district_hospital,O2_0139,peri_urban,67,0,0,0,0,none,5,2,13.8,0,5,6,27,0,0,0,0,0,0,2,empty_cylinders_not_collected,2023,11,14,neonatal_respiratory,0,14,0,9,4,159.0,8.0,0,grid_unreliable,53
1905,district_hospital,O2_0062,peri_urban,27,0,0,0,0,cylinder_portable,3,1,0.6,0,4,2,24,0,0,0,0,1,0,15,concentrator_malfunction,2024,5,17,pneumonia_child,8,9,0,7,0,296.0,46.0,0,grid_unreliable,17
1906,district_hospital,O2_0063,rural,52,0,0,0,0,oxygen_concentrator,2,0,0.1,0,2,2,3,0,0,0,0,1,1,0,not_applicable,2021,4,12,asthma_severe,7,5,1,1,0,280.0,11.0,0,none,18
1907,district_hospital,O2_0096,peri_urban,128,0,0,0,0,oxygen_concentrator,5,1,0.9,0,2,5,11,0,0,0,0,1,0,0,not_applicable,2021,5,17,pneumonia_child,10,7,0,2,0,301.0,37.0,1,generator_only,19
1908,district_hospital,O2_0133,urban,63,0,0,0,0,oxygen_concentrator,2,1,0.7,1,1,2,16,0,0,0,0,0,0,25,funding_for_refill,2022,11,7,neonatal_respiratory,0,7,0,2,2,168.0,84.0,0,grid_reliable,1
1909,district_hospital,O2_0041,rural,34,0,1,0,0,oxygen_concentrator,2,0,5.7,0,5,4,10,0,0,0,0,1,1,0,not_applicable,2022,2,15,sepsis,3,12,0,7,0,249.0,102.0,1,solar,5
1910,district_hospital,O2_0034,rural,99,0,0,0,0,cylinder_portable,0,0,8.2,0,2,4,55,0,0,0,0,0,0,1,concentrator_malfunction,2022,11,14,surgical_anaesthesia,0,14,0,5,4,22.0,118.0,0,generator_only,2
1911,district_hospital,O2_0031,urban,37,0,0,0,0,cylinder_portable,0,0,0.2,0,3,6,6,0,0,0,0,1,1,0,not_applicable,2022,2,13,sepsis,7,6,0,2,0,108.0,44.0,1,grid_unreliable,3
1912,district_hospital,O2_0080,rural,127,0,0,0,0,cylinder_portable,0,0,2.4,0,0,3,17,0,0,0,0,1,1,0,not_applicable,2023,11,10,severe_malaria,1,9,0,5,0,139.0,12.0,0,grid_unreliable,3
1913,district_hospital,O2_0102,peri_urban,96,0,0,0,0,none,0,0,38.3,0,1,4,20,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,2,12,pneumonia_adult,4,8,0,4,0,228.0,1.0,0,generator_only,2
1914,district_hospital,O2_0006,peri_urban,96,0,0,0,0,oxygen_concentrator,0,0,0.8,0,8,3,5,0,1,1,0,1,0,0,not_applicable,2021,9,10,trauma,3,7,0,4,0,119.0,21.0,1,grid_unreliable,15
1915,district_hospital,O2_0138,rural,33,0,0,0,0,cylinder_portable,0,0,0.4,1,4,1,14,0,0,0,0,1,1,0,not_applicable,2022,2,13,trauma,5,8,0,5,0,109.0,108.0,0,none,3
1916,district_hospital,O2_0011,rural,52,0,0,0,0,oxygen_concentrator,0,0,7.0,0,2,5,78,0,1,1,0,0,0,2,power_outage,2023,3,10,COPD_exacerbation,0,10,0,8,3,267.0,4.0,1,grid_unreliable,25
1917,district_hospital,O2_0109,rural,94,0,0,0,1,cylinder_portable,0,0,1.0,1,1,4,2,0,0,0,0,1,1,1,concentrator_malfunction,2021,2,13,heart_failure,8,5,1,2,0,176.0,21.0,0,generator_only,6
1918,district_hospital,O2_0128,peri_urban,66,0,0,0,0,oxygen_concentrator,5,2,2.3,0,3,2,22,0,0,0,0,1,1,2,funding_for_refill,2024,7,13,neonatal_respiratory,6,7,0,6,0,209.0,107.0,0,none,43
1919,district_hospital,O2_0047,rural,48,0,0,0,0,cylinder_portable,3,2,0.1,0,2,3,0,0,0,0,0,0,0,10,empty_cylinders_not_collected,2024,6,12,neonatal_respiratory,0,12,0,2,6,249.0,1.0,0,solar,44
1920,district_hospital,O2_0128,rural,5,0,0,0,0,LOX_bulk_tank,0,0,0.6,0,4,3,25,0,0,0,0,1,0,0,not_applicable,2023,9,15,pneumonia_child,5,10,1,7,0,220.0,0.0,0,none,5
1921,district_hospital,O2_0170,peri_urban,32,0,0,0,0,cylinder_piped,0,0,4.1,0,0,2,30,0,0,0,0,0,0,10,demand_surge,2023,6,11,neonatal_respiratory,0,11,0,4,3,327.0,97.0,1,generator_only,9
1922,district_hospital,O2_0104,peri_urban,44,0,0,0,1,PSA_plant_onsite,0,0,2.0,1,3,6,17,0,0,0,0,0,0,5,empty_cylinders_not_collected,2023,12,10,surgical_anaesthesia,0,10,0,6,1,216.0,116.0,0,grid_unreliable,74
1923,district_hospital,O2_0182,urban,26,0,0,0,0,cylinder_piped,0,0,15.1,0,3,6,7,0,1,0,0,1,1,0,not_applicable,2023,2,15,pneumonia_child,6,9,0,3,0,118.0,59.0,0,grid_unreliable,9
1924,district_hospital,O2_0177,rural,68,0,0,0,0,cylinder_piped,2,0,4.4,0,6,2,8,0,1,1,0,0,0,9,concentrator_malfunction,2023,1,8,pneumonia_child,0,8,0,6,3,163.0,0.0,0,solar,47
1925,district_hospital,O2_0147,rural,5,0,0,0,0,oxygen_concentrator,4,0,16.4,0,4,5,8,0,1,0,0,0,0,4,cylinder_delivery_delay,2023,12,9,surgical_anaesthesia,0,9,0,6,0,208.0,36.0,0,solar,15
1926,district_hospital,O2_0115,peri_urban,76,0,0,0,0,cylinder_portable,0,0,5.2,0,0,3,34,0,0,0,0,0,0,3,cylinder_delivery_delay,2021,6,8,COVID19_severe,0,8,0,4,4,122.0,12.0,0,grid_unreliable,28
1927,district_hospital,O2_0166,rural,76,0,0,0,0,oxygen_concentrator,1,0,4.7,0,5,7,6,0,0,0,0,1,0,0,not_applicable,2022,10,12,other_hypoxemia,5,7,0,3,0,199.0,45.0,0,none,0
1928,district_hospital,O2_0024,urban,27,0,0,0,0,cylinder_piped,0,0,0.5,0,2,5,40,0,0,0,0,1,0,0,not_applicable,2023,8,9,trauma,5,4,0,1,0,153.0,37.0,1,grid_unreliable,5
1929,district_hospital,O2_0149,rural,57,0,0,0,0,LOX_bulk_tank,0,0,5.5,0,3,3,6,0,1,0,0,0,0,30,power_outage,2023,4,11,pneumonia_child,0,11,0,4,0,238.0,73.0,1,none,16
1930,district_hospital,O2_0122,rural,91,0,0,0,0,oxygen_concentrator,2,0,10.5,0,6,1,14,0,1,0,0,1,0,0,not_applicable,2021,6,9,other_hypoxemia,5,4,1,1,0,260.0,169.0,0,grid_unreliable,11
1931,district_hospital,O2_0030,urban,58,0,0,0,1,oxygen_concentrator,1,0,1.7,1,5,3,23,0,0,0,0,1,0,0,not_applicable,2024,11,17,COVID19_severe,4,13,1,5,0,193.0,34.0,1,generator_only,11
1932,district_hospital,O2_0134,peri_urban,25,1,0,0,0,oxygen_concentrator,0,0,4.1,1,5,6,13,0,1,0,0,0,0,6,concentrator_malfunction,2022,6,13,neonatal_respiratory,0,13,0,4,5,178.0,14.0,0,solar,12
1933,district_hospital,O2_0060,rural,105,0,0,0,0,cylinder_piped,0,0,0.9,0,5,6,3,0,0,0,0,0,0,25,cylinder_delivery_delay,2023,9,11,neonatal_respiratory,0,11,0,7,3,190.0,30.0,0,none,17
1934,district_hospital,O2_0105,rural,29,0,0,0,1,cylinder_portable,0,0,9.4,1,1,4,5,0,1,0,0,1,1,0,not_applicable,2022,6,13,surgical_anaesthesia,5,8,0,2,0,54.0,2.0,1,solar,8
1935,district_hospital,O2_0026,peri_urban,111,1,0,0,0,oxygen_concentrator,2,0,2.9,0,3,5,1,0,0,0,0,0,0,3,demand_surge,2024,4,14,pneumonia_adult,0,14,0,9,0,93.0,98.0,0,none,7
1936,district_hospital,O2_0063,rural,71,0,0,0,0,cylinder_piped,0,0,3.6,0,0,7,4,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,4,15,pneumonia_child,0,15,0,7,3,149.0,320.0,0,grid_reliable,0
1937,district_hospital,O2_0154,rural,102,0,0,0,0,none,0,0,4.7,0,5,8,15,0,1,0,0,0,0,1,concentrator_malfunction,2024,4,11,COPD_exacerbation,0,11,0,5,3,224.0,10.0,0,grid_unreliable,0
1938,district_hospital,O2_0144,rural,87,0,0,0,0,cylinder_portable,0,0,7.0,0,1,3,9,0,0,0,0,0,0,7,demand_surge,2023,10,10,neonatal_respiratory,0,10,0,5,2,207.0,25.0,0,grid_reliable,46
1939,district_hospital,O2_0015,rural,45,0,0,0,0,oxygen_concentrator,2,0,6.7,0,1,2,2,0,0,0,0,1,0,0,not_applicable,2023,11,14,pneumonia_child,4,10,1,6,0,233.0,48.0,0,grid_unreliable,27
1940,district_hospital,O2_0116,peri_urban,110,0,0,0,0,cylinder_portable,0,0,0.8,0,2,3,34,0,1,1,1,1,1,0,not_applicable,2022,10,18,trauma,8,10,1,3,0,93.0,74.0,0,grid_unreliable,34
1941,district_hospital,O2_0187,peri_urban,10,0,0,0,0,none,0,0,2.0,0,4,7,47,0,0,0,0,1,0,0,not_applicable,2023,11,13,pneumonia_child,4,9,1,7,0,74.0,30.0,0,generator_only,5
1942,district_hospital,O2_0039,rural,133,0,0,0,0,PSA_plant_onsite,0,0,7.7,0,2,4,0,0,1,1,0,0,0,2,concentrator_malfunction,2023,10,17,COVID19_severe,0,17,0,7,5,224.0,4.0,0,generator_only,16
1943,district_hospital,O2_0182,urban,60,0,0,0,0,none,0,0,4.9,0,2,4,23,0,1,0,0,1,0,0,not_applicable,2022,8,20,COVID19_severe,8,12,0,7,0,267.0,6.0,0,generator_only,6
1944,district_hospital,O2_0036,peri_urban,112,0,0,0,0,none,3,1,4.7,0,3,0,11,0,0,0,0,1,1,0,not_applicable,2022,2,11,pneumonia_adult,4,7,1,3,0,251.0,11.0,1,grid_unreliable,14
1945,district_hospital,O2_0123,peri_urban,55,0,0,0,0,oxygen_concentrator,1,0,0.1,0,2,2,30,0,0,0,0,1,1,0,not_applicable,2021,3,12,severe_malaria,4,8,1,3,0,237.0,20.0,1,generator_only,21
1946,district_hospital,O2_0113,peri_urban,49,0,0,0,0,cylinder_portable,2,1,7.0,0,1,3,1,0,1,0,0,1,0,0,not_applicable,2024,12,7,trauma,3,4,0,2,0,309.0,27.0,1,grid_unreliable,43
1947,district_hospital,O2_0065,peri_urban,57,0,0,0,0,oxygen_concentrator,1,0,5.5,0,6,5,27,0,0,0,0,1,1,0,not_applicable,2024,11,13,neonatal_respiratory,7,6,0,2,0,222.0,45.0,0,none,16
1948,district_hospital,O2_0170,urban,26,0,0,0,0,none,0,0,2.0,0,2,2,19,0,0,0,0,0,0,12,power_outage,2023,5,9,pneumonia_child,0,9,0,3,3,249.0,129.0,0,grid_unreliable,27
1949,district_hospital,O2_0151,urban,80,0,0,0,0,cylinder_piped,0,0,4.1,0,7,3,28,0,0,0,0,0,0,9,demand_surge,2022,10,6,pneumonia_child,0,6,0,2,3,141.0,7.0,1,generator_only,0
1950,district_hospital,O2_0123,rural,15,0,0,0,0,oxygen_concentrator,3,1,0.6,0,5,3,4,0,1,0,0,1,0,0,not_applicable,2024,8,7,pneumonia_adult,3,4,0,2,0,30.0,33.0,0,solar,5
1951,district_hospital,O2_0011,rural,18,0,0,0,0,cylinder_portable,0,0,2.6,0,3,5,23,0,1,0,0,1,0,0,not_applicable,2022,9,13,trauma,9,4,1,2,0,104.0,13.0,0,grid_reliable,12
1952,district_hospital,O2_0022,rural,5,0,0,0,0,cylinder_portable,3,0,4.3,0,2,4,5,0,1,1,1,0,0,1,demand_surge,2022,8,13,sepsis,0,13,0,3,4,134.0,56.0,1,grid_unreliable,2
1953,district_hospital,O2_0151,peri_urban,37,0,0,0,0,oxygen_concentrator,4,0,1.5,1,5,3,10,0,0,0,0,1,0,0,not_applicable,2021,5,14,other_hypoxemia,4,10,1,4,0,184.0,66.0,0,grid_unreliable,9
1954,district_hospital,O2_0154,peri_urban,61,0,0,0,0,none,2,0,1.1,1,3,8,1,0,1,1,0,1,1,0,not_applicable,2023,3,10,neonatal_respiratory,3,7,0,4,0,231.0,34.0,0,none,2
1955,district_hospital,O2_0195,urban,41,0,0,0,0,cylinder_portable,0,0,11.3,0,4,5,13,0,1,0,0,1,1,5,cylinder_delivery_delay,2023,12,8,pneumonia_child,2,6,0,0,0,225.0,82.0,1,grid_unreliable,0
1956,district_hospital,O2_0191,peri_urban,98,0,0,0,0,oxygen_concentrator,2,0,2.5,0,1,2,48,0,0,0,0,1,0,1,empty_cylinders_not_collected,2024,7,6,surgical_anaesthesia,2,4,1,2,0,219.0,61.0,0,grid_reliable,52
1957,district_hospital,O2_0098,peri_urban,36,0,0,0,0,cylinder_portable,1,0,6.9,0,2,7,58,0,0,0,0,0,0,7,funding_for_refill,2022,10,11,surgical_anaesthesia,0,11,0,3,4,224.0,34.0,0,none,26
1958,district_hospital,O2_0112,peri_urban,13,0,0,0,0,LOX_bulk_tank,0,0,3.6,0,5,5,13,0,1,0,0,0,0,6,no_oxygen_source,2024,6,7,pneumonia_child,0,7,0,3,4,217.0,46.0,1,generator_only,14
1959,district_hospital,O2_0047,rural,119,0,0,0,0,cylinder_portable,3,0,2.6,0,5,5,3,0,1,0,0,1,0,0,not_applicable,2023,8,15,surgical_anaesthesia,9,6,1,2,0,151.0,56.0,1,generator_only,2
1960,district_hospital,O2_0083,peri_urban,68,0,0,0,0,cylinder_portable,3,1,2.2,0,3,2,7,0,0,0,0,1,1,0,not_applicable,2022,7,7,asthma_severe,4,3,0,0,0,325.0,5.0,0,solar,31
1961,district_hospital,O2_0009,peri_urban,67,0,1,1,0,cylinder_portable,0,0,7.7,0,3,1,7,0,0,0,0,1,1,0,not_applicable,2022,3,12,asthma_severe,5,7,1,2,0,118.0,105.0,1,solar,35
1962,district_hospital,O2_0074,urban,109,0,0,0,0,oxygen_concentrator,4,3,0.8,0,4,3,30,0,0,0,0,1,0,0,not_applicable,2024,2,16,COVID19_severe,1,15,1,4,0,164.0,34.0,1,none,21
1963,district_hospital,O2_0098,rural,49,0,0,0,0,oxygen_concentrator,2,0,0.8,1,0,6,1,0,0,0,0,0,0,22,PSA_plant_breakdown,2024,8,9,surgical_anaesthesia,0,9,0,4,4,250.0,253.0,1,solar,20
1964,district_hospital,O2_0054,peri_urban,41,0,0,0,0,none,0,0,3.7,0,6,1,13,0,0,0,0,0,0,4,funding_for_refill,2022,5,11,surgical_anaesthesia,0,11,0,3,5,172.0,51.0,0,grid_reliable,4
1965,district_hospital,O2_0063,peri_urban,46,0,0,1,0,cylinder_piped,0,0,4.0,0,2,5,103,0,1,0,0,0,0,2,cylinder_delivery_delay,2023,5,12,heart_failure,0,12,0,9,5,212.0,95.0,0,solar,9
1966,district_hospital,O2_0184,rural,100,0,0,0,0,LOX_bulk_tank,0,0,3.8,0,6,1,9,0,0,0,0,1,0,0,not_applicable,2023,3,13,neonatal_respiratory,8,5,0,0,0,249.0,24.0,0,grid_unreliable,17
1967,district_hospital,O2_0150,urban,68,0,0,0,0,cylinder_portable,0,0,0.4,0,1,6,33,0,1,0,0,0,0,4,empty_cylinders_not_collected,2023,9,12,heart_failure,0,12,0,7,4,136.0,13.0,0,none,3
1968,district_hospital,O2_0106,rural,5,0,0,0,0,none,0,0,2.5,0,1,1,9,0,1,1,0,0,0,11,power_outage,2024,10,13,severe_malaria,0,13,0,6,0,172.0,45.0,1,none,16
1969,district_hospital,O2_0156,rural,130,0,0,0,0,oxygen_concentrator,1,0,4.3,0,2,2,5,0,0,0,0,1,1,0,not_applicable,2023,10,13,severe_malaria,6,7,0,5,0,243.0,81.0,1,grid_unreliable,13
1970,district_hospital,O2_0016,rural,133,0,0,0,0,oxygen_concentrator,2,0,2.8,0,3,4,14,0,0,0,0,0,0,22,concentrator_malfunction,2023,9,14,pneumonia_child,0,14,0,3,3,204.0,84.0,0,none,19
1971,district_hospital,O2_0106,rural,5,0,0,0,0,cylinder_piped,0,0,0.5,0,1,3,17,0,1,1,0,1,1,0,not_applicable,2023,8,17,surgical_anaesthesia,10,7,0,5,0,174.0,44.0,1,grid_unreliable,14
1972,district_hospital,O2_0021,peri_urban,77,0,0,0,0,oxygen_concentrator,1,0,10.4,0,3,1,17,0,0,0,0,0,0,26,power_outage,2024,6,13,COVID19_severe,0,13,0,6,5,138.0,56.0,1,generator_only,34
1973,district_hospital,O2_0190,rural,29,0,0,0,0,cylinder_portable,0,0,0.5,0,1,4,8,0,0,0,0,0,0,7,power_outage,2022,2,6,COVID19_severe,0,6,0,4,2,216.0,54.0,0,grid_reliable,22
1974,district_hospital,O2_0089,rural,5,0,0,0,0,oxygen_concentrator,0,0,6.1,0,3,6,20,0,1,0,0,0,0,16,piping_system_leak,2024,1,11,pneumonia_adult,0,11,0,5,3,256.0,17.0,1,none,7
1975,district_hospital,O2_0163,peri_urban,5,0,0,0,1,cylinder_portable,0,0,11.1,1,4,2,12,0,0,0,0,1,1,0,not_applicable,2022,11,18,asthma_severe,9,9,0,4,0,181.0,1.0,1,grid_reliable,17
1976,district_hospital,O2_0040,peri_urban,79,0,0,0,0,none,0,0,11.4,0,4,3,5,0,0,0,0,0,0,7,piping_system_leak,2021,11,12,COVID19_severe,0,12,0,6,5,251.0,76.0,1,grid_unreliable,5
1977,district_hospital,O2_0194,peri_urban,57,0,0,0,0,cylinder_portable,0,0,6.6,0,2,6,18,0,1,1,0,0,0,21,PSA_plant_breakdown,2022,2,12,surgical_anaesthesia,0,12,0,4,5,246.0,103.0,0,generator_only,9
1978,district_hospital,O2_0178,peri_urban,71,0,0,0,0,PSA_plant_onsite,3,1,4.1,0,3,3,3,0,0,0,0,1,1,0,not_applicable,2024,9,3,other_hypoxemia,1,2,1,1,0,253.0,57.0,0,generator_only,13
1979,district_hospital,O2_0130,rural,115,0,0,1,0,oxygen_concentrator,0,0,2.5,0,2,2,28,0,0,0,0,0,0,17,power_outage,2023,8,13,asthma_severe,0,13,0,5,6,239.0,3.0,0,solar,17
1980,district_hospital,O2_0023,rural,18,0,0,0,0,oxygen_concentrator,3,1,1.4,1,5,9,20,0,0,0,0,0,0,7,supplier_stockout,2024,4,11,surgical_anaesthesia,0,11,0,8,3,44.0,13.0,1,grid_unreliable,26
1981,district_hospital,O2_0129,rural,98,0,0,0,0,oxygen_concentrator,5,2,2.4,0,3,3,6,0,0,0,0,1,1,0,not_applicable,2023,1,15,pneumonia_child,7,8,0,4,0,197.0,40.0,1,grid_unreliable,1
1982,district_hospital,O2_0004,rural,69,0,0,0,0,none,3,1,0.1,1,3,8,4,0,0,0,0,0,0,17,regulator_valve_failure,2024,8,6,COVID19_severe,0,6,0,4,2,139.0,155.0,0,solar,48
1983,district_hospital,O2_0093,urban,9,0,0,0,0,cylinder_piped,0,0,0.3,0,5,2,2,0,0,0,0,1,0,0,not_applicable,2022,3,11,pneumonia_child,8,3,0,1,0,223.0,16.0,1,grid_unreliable,13
1984,district_hospital,O2_0113,urban,111,0,0,0,0,cylinder_portable,0,0,4.1,0,3,7,37,0,0,0,0,1,1,0,not_applicable,2022,9,15,pneumonia_adult,6,9,0,3,0,329.0,48.0,1,solar,2
1985,district_hospital,O2_0193,peri_urban,7,0,0,0,0,cylinder_portable,0,0,4.2,0,2,8,3,0,1,1,0,0,0,18,concentrator_malfunction,2023,12,6,heart_failure,0,6,0,3,0,185.0,130.0,1,solar,12
1986,district_hospital,O2_0158,rural,8,0,0,0,0,oxygen_concentrator,1,0,6.6,0,3,4,44,0,0,0,0,0,0,1,power_outage,2023,2,12,COPD_exacerbation,0,12,0,6,2,383.0,57.0,0,generator_only,28
1987,district_hospital,O2_0049,peri_urban,84,0,0,0,0,cylinder_portable,0,0,0.4,0,5,3,44,0,0,0,0,1,1,0,not_applicable,2022,5,6,trauma,3,3,0,1,0,287.0,1.0,0,none,37
1988,district_hospital,O2_0142,urban,72,0,0,0,0,cylinder_piped,0,0,0.7,0,3,0,67,0,0,0,0,1,1,0,not_applicable,2022,4,10,trauma,4,6,0,3,0,171.0,42.0,1,none,12
1989,district_hospital,O2_0146,urban,20,0,0,0,0,cylinder_piped,3,1,4.1,1,3,0,1,0,0,0,0,0,0,1,concentrator_malfunction,2023,3,11,sepsis,0,11,0,4,2,311.0,99.0,0,none,3
1990,district_hospital,O2_0154,peri_urban,42,0,0,0,0,oxygen_concentrator,0,0,15.7,1,0,6,4,0,0,0,0,0,0,5,PSA_plant_breakdown,2024,10,9,COPD_exacerbation,0,9,0,4,3,175.0,81.0,0,grid_unreliable,0
1991,district_hospital,O2_0144,urban,47,0,0,0,0,oxygen_concentrator,4,1,11.1,0,2,5,21,0,1,1,1,0,0,22,funding_for_refill,2024,6,16,COPD_exacerbation,0,16,0,7,6,72.0,11.0,0,solar,2
1992,district_hospital,O2_0015,rural,91,0,0,0,0,oxygen_concentrator,0,0,2.3,0,1,3,24,0,1,0,0,0,0,12,cylinder_delivery_delay,2021,3,13,surgical_anaesthesia,0,13,0,6,4,146.0,44.0,0,none,16
1993,district_hospital,O2_0056,rural,71,0,0,0,0,oxygen_concentrator,2,0,4.4,0,4,7,5,0,1,1,1,0,0,30,demand_surge,2022,2,20,pneumonia_adult,0,20,0,7,6,222.0,248.0,0,grid_unreliable,34
1994,district_hospital,O2_0067,rural,74,0,0,0,0,cylinder_portable,0,0,5.0,0,2,3,30,0,1,1,1,1,1,1,cylinder_delivery_delay,2023,6,10,neonatal_respiratory,5,5,1,1,0,209.0,81.0,0,grid_reliable,6
1995,district_hospital,O2_0157,rural,103,0,0,0,0,oxygen_concentrator,1,0,7.8,0,4,2,0,0,0,0,0,1,1,0,not_applicable,2023,6,12,sepsis,5,7,1,3,0,182.0,19.0,0,solar,14
1996,district_hospital,O2_0073,rural,52,0,0,0,1,oxygen_concentrator,1,0,0.6,1,3,4,22,0,0,0,0,0,0,8,concentrator_malfunction,2021,4,7,COVID19_severe,0,7,0,3,1,160.0,24.0,1,grid_reliable,35
1997,district_hospital,O2_0064,rural,46,0,0,0,0,none,0,0,0.9,0,2,5,4,0,0,0,0,1,1,0,not_applicable,2023,12,16,surgical_anaesthesia,10,6,1,1,0,127.0,67.0,0,solar,6
1998,district_hospital,O2_0042,peri_urban,7,0,0,0,0,cylinder_portable,0,0,9.7,0,3,7,48,0,0,0,0,1,1,3,empty_cylinders_not_collected,2024,6,16,COVID19_severe,5,11,1,4,0,224.0,14.0,1,grid_unreliable,12
1999,district_hospital,O2_0078,peri_urban,90,0,0,0,0,cylinder_portable,0,0,0.3,0,1,3,0,0,0,0,0,0,0,15,power_outage,2022,1,20,pneumonia_child,0,20,0,8,2,189.0,107.0,1,solar,23
2000,district_hospital,O2_0081,peri_urban,100,0,0,0,0,oxygen_concentrator,4,2,12.4,0,2,5,0,0,0,0,0,1,1,0,not_applicable,2024,3,13,surgical_anaesthesia,8,5,0,2,0,301.0,29.0,1,grid_unreliable,52
2001,district_hospital,O2_0183,rural,27,0,0,0,0,oxygen_concentrator,2,1,0.9,0,1,4,24,0,0,0,0,1,0,0,not_applicable,2022,8,16,COVID19_severe,8,8,0,4,0,339.0,24.0,0,none,86
2002,district_hospital,O2_0027,rural,80,0,0,0,0,oxygen_concentrator,2,1,1.2,0,5,3,17,0,1,0,0,0,0,30,supplier_stockout,2024,7,10,surgical_anaesthesia,0,10,0,5,2,200.0,66.0,1,none,3
2003,district_hospital,O2_0015,rural,37,0,0,0,0,cylinder_portable,5,2,2.5,0,1,6,13,0,0,0,0,0,0,21,PSA_plant_breakdown,2024,11,10,neonatal_respiratory,0,10,0,4,3,195.0,10.0,1,solar,11
2004,district_hospital,O2_0174,peri_urban,117,0,0,0,0,cylinder_portable,0,0,1.2,0,3,6,88,0,0,0,0,1,1,0,not_applicable,2021,12,10,COPD_exacerbation,4,6,0,3,0,303.0,89.0,1,solar,23
2005,district_hospital,O2_0110,rural,71,0,0,0,0,oxygen_concentrator,0,0,0.1,1,6,4,48,0,1,0,0,0,0,19,cylinder_delivery_delay,2023,5,13,surgical_anaesthesia,0,13,0,6,4,264.0,72.0,0,grid_unreliable,37
2006,district_hospital,O2_0029,peri_urban,40,0,0,0,0,cylinder_portable,0,0,5.1,0,4,0,18,0,0,0,0,0,0,8,power_outage,2022,1,14,COVID19_severe,0,14,0,7,3,219.0,21.0,1,none,9
2007,district_hospital,O2_0194,peri_urban,99,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,3,6,73,0,0,0,0,1,1,0,not_applicable,2024,8,18,neonatal_respiratory,10,8,0,5,0,149.0,55.0,0,solar,1
2008,district_hospital,O2_0044,urban,69,0,0,0,0,oxygen_concentrator,0,0,6.7,0,1,3,24,0,1,0,0,1,1,0,not_applicable,2023,12,13,severe_malaria,7,6,0,3,0,281.0,41.0,1,solar,30
2009,district_hospital,O2_0159,rural,18,0,0,0,0,oxygen_concentrator,1,0,0.3,0,5,6,7,0,1,1,0,0,0,18,concentrator_malfunction,2024,8,8,neonatal_respiratory,0,8,0,1,3,241.0,4.0,0,generator_only,46
2010,district_hospital,O2_0130,rural,80,0,0,0,0,cylinder_piped,0,0,0.5,0,3,3,31,0,0,0,0,0,0,1,power_outage,2021,9,12,neonatal_respiratory,0,12,0,3,5,217.0,16.0,0,grid_unreliable,9
2011,district_hospital,O2_0177,peri_urban,5,0,1,0,0,none,0,0,4.2,0,6,5,51,0,0,0,0,1,1,0,not_applicable,2024,4,11,pneumonia_adult,7,4,1,2,0,170.0,163.0,0,generator_only,20
2012,district_hospital,O2_0142,rural,61,0,0,0,0,none,0,0,1.4,1,6,6,188,0,0,0,0,0,0,1,demand_surge,2021,12,19,neonatal_respiratory,0,19,0,9,7,62.0,24.0,0,grid_unreliable,0
2013,district_hospital,O2_0090,rural,5,0,0,0,0,none,0,0,3.4,0,1,2,16,0,1,0,0,1,1,0,not_applicable,2022,2,21,pneumonia_adult,9,12,0,6,0,287.0,52.0,0,grid_unreliable,20
2014,district_hospital,O2_0078,rural,109,0,1,0,0,none,0,0,3.1,0,4,6,15,0,1,1,1,1,1,0,not_applicable,2021,3,9,COPD_exacerbation,3,6,1,3,0,68.0,9.0,1,grid_unreliable,1
2015,district_hospital,O2_0157,urban,152,0,0,0,0,oxygen_concentrator,4,1,29.0,0,4,3,7,0,0,0,0,1,0,0,not_applicable,2022,1,11,neonatal_respiratory,5,6,1,4,0,185.0,17.0,1,solar,21
2016,district_hospital,O2_0069,rural,31,0,0,0,0,oxygen_concentrator,1,0,3.3,0,5,9,4,0,0,0,0,1,1,9,PSA_plant_breakdown,2023,7,16,severe_malaria,6,10,0,4,0,133.0,49.0,0,grid_unreliable,5
2017,district_hospital,O2_0068,urban,17,0,0,0,0,oxygen_concentrator,3,1,3.9,0,2,5,20,0,1,0,0,1,1,0,not_applicable,2022,8,12,surgical_anaesthesia,4,8,1,3,0,200.0,127.0,1,none,85
2018,district_hospital,O2_0132,peri_urban,48,0,0,0,1,none,0,0,4.6,1,2,2,49,0,0,0,0,0,0,20,empty_cylinders_not_collected,2024,12,6,heart_failure,0,6,0,2,3,206.0,71.0,0,grid_unreliable,14
2019,district_hospital,O2_0174,rural,43,0,0,0,0,oxygen_concentrator,2,1,0.1,1,3,8,49,0,1,0,0,1,0,0,not_applicable,2024,9,14,pneumonia_child,8,6,0,4,0,147.0,80.0,0,grid_unreliable,7
2020,district_hospital,O2_0114,rural,65,0,0,0,0,oxygen_concentrator,2,0,1.9,0,1,5,0,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,3,10,COVID19_severe,0,10,0,6,5,239.0,37.0,1,none,3
2021,district_hospital,O2_0137,rural,19,0,0,0,0,oxygen_concentrator,5,2,6.8,0,0,5,28,0,1,0,0,1,1,0,not_applicable,2023,4,14,heart_failure,5,9,0,7,0,183.0,34.0,1,grid_unreliable,6
2022,district_hospital,O2_0032,rural,96,0,0,0,0,oxygen_concentrator,5,1,8.8,0,4,5,46,0,1,0,0,1,1,0,not_applicable,2024,9,8,pneumonia_child,3,5,1,4,0,357.0,18.0,0,grid_unreliable,14
2023,district_hospital,O2_0016,rural,64,0,0,0,0,oxygen_concentrator,2,0,3.9,0,3,2,38,0,0,0,0,0,0,4,cylinder_delivery_delay,2021,12,13,heart_failure,0,13,0,4,0,36.0,14.0,1,grid_unreliable,26
2024,district_hospital,O2_0144,rural,32,0,0,1,0,oxygen_concentrator,3,1,10.1,0,3,4,2,0,0,0,0,0,0,7,power_outage,2021,8,8,pneumonia_child,0,8,0,4,4,135.0,8.0,0,grid_unreliable,18
2025,district_hospital,O2_0051,rural,28,0,0,0,0,oxygen_concentrator,2,1,1.9,0,1,3,7,0,1,0,0,1,0,0,not_applicable,2023,5,12,pneumonia_adult,3,9,0,2,0,164.0,89.0,0,grid_unreliable,3
2026,district_hospital,O2_0198,peri_urban,148,0,1,0,0,oxygen_concentrator,4,1,16.9,0,7,4,47,0,0,0,0,0,0,26,power_outage,2023,2,13,asthma_severe,0,13,0,6,2,199.0,5.0,0,grid_unreliable,25
2027,district_hospital,O2_0014,peri_urban,116,0,0,0,0,cylinder_piped,1,0,1.8,0,2,5,1,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,8,5,heart_failure,0,5,0,3,0,306.0,4.0,0,grid_unreliable,13
2028,district_hospital,O2_0110,urban,18,0,0,0,0,PSA_plant_onsite,0,0,1.2,0,3,6,2,0,1,0,0,0,0,30,cylinder_delivery_delay,2022,3,16,surgical_anaesthesia,0,16,0,8,0,116.0,54.0,0,none,3
2029,district_hospital,O2_0041,rural,53,0,0,0,0,oxygen_concentrator,1,0,5.0,0,6,2,19,0,0,0,0,0,0,3,empty_cylinders_not_collected,2023,7,11,heart_failure,0,11,0,6,1,377.0,6.0,1,grid_unreliable,13
2030,district_hospital,O2_0141,rural,19,0,0,0,0,oxygen_concentrator,3,0,0.8,0,3,1,30,0,0,0,0,0,0,20,no_oxygen_source,2022,8,15,sepsis,0,15,0,7,0,169.0,92.0,0,grid_unreliable,14
2031,district_hospital,O2_0041,rural,31,0,1,0,0,oxygen_concentrator,4,2,17.8,0,3,2,90,0,0,0,0,0,0,21,cylinder_delivery_delay,2024,10,17,asthma_severe,0,17,0,7,6,210.0,50.0,0,none,25
2032,district_hospital,O2_0162,rural,69,0,0,0,0,cylinder_piped,0,0,0.5,0,6,4,17,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,10,20,trauma,0,20,0,10,6,138.0,1.0,1,none,18
2033,district_hospital,O2_0071,peri_urban,99,0,0,0,0,oxygen_concentrator,0,0,0.6,0,1,1,21,0,0,0,0,1,1,0,not_applicable,2022,12,11,neonatal_respiratory,4,7,0,3,0,206.0,31.0,0,grid_reliable,50
2034,district_hospital,O2_0119,rural,15,0,0,0,0,cylinder_portable,0,0,15.3,0,4,4,17,0,0,0,0,1,1,0,not_applicable,2022,5,12,heart_failure,4,8,0,6,0,159.0,8.0,1,grid_unreliable,10
2035,district_hospital,O2_0106,peri_urban,49,0,0,0,0,oxygen_concentrator,1,0,2.0,1,1,0,5,0,0,0,0,1,1,0,not_applicable,2021,4,13,COVID19_severe,7,6,0,4,0,64.0,20.0,0,none,40
2036,district_hospital,O2_0053,rural,24,0,0,0,0,oxygen_concentrator,0,0,0.2,1,2,2,7,0,0,0,0,1,1,0,not_applicable,2022,6,15,surgical_anaesthesia,4,11,1,3,0,54.0,65.0,0,grid_unreliable,8
2037,district_hospital,O2_0173,peri_urban,117,0,0,0,0,cylinder_piped,0,0,0.8,0,4,4,3,0,0,0,0,0,0,17,no_oxygen_source,2023,7,13,surgical_anaesthesia,0,13,0,8,2,64.0,85.0,1,none,2
2038,district_hospital,O2_0067,urban,159,0,0,0,0,cylinder_portable,0,0,5.6,0,4,4,18,0,0,0,0,1,1,15,empty_cylinders_not_collected,2023,12,10,surgical_anaesthesia,5,5,0,2,0,273.0,7.0,1,generator_only,11
2039,district_hospital,O2_0052,urban,53,0,0,0,0,cylinder_piped,4,1,1.1,0,0,1,3,0,1,0,0,1,1,0,not_applicable,2023,2,7,trauma,3,4,0,2,0,82.0,10.0,0,grid_reliable,12
2040,district_hospital,O2_0184,peri_urban,123,0,0,0,0,cylinder_piped,0,0,11.2,0,3,2,1,0,1,1,0,1,0,0,not_applicable,2024,2,12,sepsis,5,7,0,4,0,303.0,24.0,0,solar,9
2041,district_hospital,O2_0162,rural,46,0,0,0,0,none,0,0,1.2,0,2,4,31,0,0,0,0,1,1,4,empty_cylinders_not_collected,2023,12,16,heart_failure,6,10,1,5,0,189.0,2.0,0,solar,14
2042,district_hospital,O2_0148,peri_urban,34,0,0,0,1,cylinder_portable,0,0,4.9,1,2,4,0,0,0,0,0,1,0,0,not_applicable,2023,10,15,trauma,6,9,0,7,0,150.0,26.0,0,grid_unreliable,0
2043,district_hospital,O2_0118,rural,74,0,0,0,0,none,0,0,2.3,0,2,4,8,0,1,1,0,1,1,0,not_applicable,2023,10,6,trauma,1,5,1,1,0,225.0,100.0,0,grid_unreliable,1
2044,district_hospital,O2_0123,peri_urban,48,0,0,0,0,oxygen_concentrator,3,1,5.3,0,5,4,13,0,0,0,0,1,0,0,not_applicable,2021,9,13,pneumonia_adult,4,9,0,6,0,217.0,27.0,1,solar,22
2045,district_hospital,O2_0153,peri_urban,89,0,0,0,0,oxygen_concentrator,3,1,12.4,1,2,3,43,0,0,0,0,1,1,0,not_applicable,2024,11,9,surgical_anaesthesia,1,8,0,3,0,119.0,42.0,0,grid_reliable,2
2046,district_hospital,O2_0103,peri_urban,61,0,0,0,0,cylinder_portable,3,0,6.6,0,4,8,11,0,0,0,0,1,1,0,not_applicable,2023,11,11,trauma,3,8,0,3,0,226.0,15.0,1,solar,0
2047,district_hospital,O2_0148,rural,5,0,0,0,1,none,0,0,0.9,1,4,2,2,0,0,0,0,0,0,7,power_outage,2021,1,7,COPD_exacerbation,0,7,0,4,2,304.0,78.0,1,grid_reliable,0
2048,district_hospital,O2_0123,rural,75,0,0,0,0,oxygen_concentrator,1,0,10.1,0,5,6,41,0,1,0,0,1,1,0,not_applicable,2021,12,10,COVID19_severe,7,3,0,0,0,149.0,4.0,0,none,30
2049,district_hospital,O2_0168,rural,96,0,0,1,0,none,0,0,1.0,0,4,8,15,0,0,0,0,1,1,0,not_applicable,2024,7,14,surgical_anaesthesia,9,5,0,1,0,203.0,4.0,0,grid_unreliable,21
2050,district_hospital,O2_0061,urban,34,0,0,0,0,cylinder_piped,0,0,0.5,0,1,5,6,0,0,0,0,0,0,7,PSA_plant_breakdown,2021,10,9,neonatal_respiratory,0,9,0,4,1,103.0,25.0,0,none,30
2051,district_hospital,O2_0080,peri_urban,72,0,0,0,0,cylinder_piped,0,0,4.3,0,3,1,2,0,1,1,0,1,1,0,not_applicable,2022,12,10,pneumonia_child,6,4,0,2,0,147.0,29.0,0,solar,4
2052,district_hospital,O2_0162,peri_urban,108,0,0,0,0,cylinder_portable,0,0,0.3,0,0,6,21,0,0,0,0,0,0,4,supplier_stockout,2024,4,11,COVID19_severe,0,11,0,4,4,146.0,35.0,0,generator_only,24
2053,district_hospital,O2_0179,peri_urban,21,0,0,0,0,cylinder_portable,3,0,1.1,0,4,2,18,0,1,1,0,0,0,3,concentrator_malfunction,2021,4,13,severe_malaria,0,13,0,6,4,189.0,52.0,1,none,0
2054,district_hospital,O2_0157,rural,33,0,0,0,0,none,0,0,0.6,0,2,5,42,0,1,1,1,1,1,15,cylinder_delivery_delay,2021,5,10,trauma,3,7,0,3,0,147.0,54.0,0,generator_only,1
2055,district_hospital,O2_0009,peri_urban,42,0,0,0,0,none,3,1,4.6,0,4,6,10,0,0,0,0,1,1,0,not_applicable,2023,3,15,severe_malaria,4,11,0,6,0,40.0,28.0,0,solar,9
2056,district_hospital,O2_0019,rural,71,0,0,0,0,oxygen_concentrator,0,0,0.2,1,1,4,43,0,0,0,0,0,0,2,concentrator_malfunction,2022,5,11,pneumonia_adult,0,11,0,4,5,219.0,68.0,0,none,12
2057,district_hospital,O2_0066,urban,5,0,0,0,0,PSA_plant_onsite,0,0,14.4,0,0,5,35,1,0,0,0,0,0,2,concentrator_malfunction,2023,12,13,trauma,0,13,0,6,2,313.0,36.0,1,none,19
2058,district_hospital,O2_0027,urban,94,0,0,0,0,oxygen_concentrator,2,1,7.4,0,5,6,10,0,0,0,0,0,0,3,no_oxygen_source,2022,6,14,surgical_anaesthesia,0,14,0,6,2,302.0,15.0,0,none,0
2059,district_hospital,O2_0180,peri_urban,31,0,1,0,0,cylinder_portable,0,0,0.4,0,3,5,10,0,1,1,1,0,0,1,concentrator_malfunction,2023,7,11,pneumonia_adult,0,11,0,2,4,177.0,69.0,1,grid_unreliable,4
2060,district_hospital,O2_0030,peri_urban,105,0,0,0,0,none,0,0,5.0,0,2,3,12,0,1,0,0,1,1,0,not_applicable,2023,11,16,trauma,6,10,0,5,0,160.0,41.0,0,none,13
2061,district_hospital,O2_0188,peri_urban,89,0,0,0,0,cylinder_piped,0,0,3.7,0,3,6,11,0,0,0,0,1,1,0,not_applicable,2024,3,16,heart_failure,10,6,1,2,0,293.0,43.0,1,grid_unreliable,8
2062,district_hospital,O2_0129,peri_urban,56,0,0,0,0,PSA_plant_onsite,0,0,11.9,0,5,4,18,1,0,0,0,0,0,9,concentrator_malfunction,2023,10,8,neonatal_respiratory,0,8,0,4,2,216.0,6.0,1,grid_reliable,7
2063,district_hospital,O2_0191,rural,82,0,0,0,0,cylinder_piped,0,0,1.1,0,2,2,21,0,1,0,0,0,0,9,funding_for_refill,2022,8,14,COVID19_severe,0,14,0,7,4,252.0,9.0,0,grid_unreliable,0
2064,district_hospital,O2_0185,rural,8,0,0,0,0,cylinder_portable,0,0,5.7,0,4,4,18,0,0,0,0,1,1,0,not_applicable,2023,1,11,surgical_anaesthesia,3,8,1,1,0,243.0,110.0,0,grid_unreliable,13
2065,district_hospital,O2_0051,peri_urban,26,0,0,0,0,cylinder_portable,0,0,0.2,0,3,4,3,0,0,0,0,1,1,0,not_applicable,2022,10,12,neonatal_respiratory,6,6,1,2,0,225.0,61.0,0,generator_only,28
2066,district_hospital,O2_0131,urban,24,0,0,1,0,oxygen_concentrator,2,1,4.4,0,4,3,3,0,0,0,0,1,1,0,not_applicable,2023,2,15,sepsis,10,5,0,2,0,252.0,6.0,1,grid_reliable,10
2067,district_hospital,O2_0198,peri_urban,121,0,0,0,0,none,0,0,9.3,0,2,4,12,0,1,0,0,1,0,0,not_applicable,2024,6,12,other_hypoxemia,6,6,1,1,0,191.0,26.0,1,solar,8
2068,district_hospital,O2_0195,rural,21,0,0,0,0,cylinder_piped,0,0,2.0,0,5,7,20,0,0,0,0,1,0,0,not_applicable,2023,6,4,pneumonia_adult,2,2,0,2,0,180.0,30.0,1,generator_only,21
2069,district_hospital,O2_0013,rural,85,0,0,0,0,cylinder_portable,0,0,3.0,0,5,2,6,0,1,0,0,0,0,7,regulator_valve_failure,2023,6,10,COVID19_severe,0,10,0,4,2,308.0,3.0,1,grid_reliable,0
2070,district_hospital,O2_0128,urban,5,0,0,0,0,LOX_bulk_tank,4,0,7.1,0,4,5,0,0,1,1,0,1,0,0,not_applicable,2024,12,16,pneumonia_adult,2,14,0,6,0,201.0,2.0,0,grid_unreliable,6
2071,district_hospital,O2_0115,rural,80,0,0,0,0,cylinder_portable,5,3,5.1,0,2,5,2,0,0,0,0,0,0,20,power_outage,2022,3,7,COVID19_severe,0,7,0,2,1,259.0,37.0,0,grid_unreliable,8
2072,district_hospital,O2_0022,rural,51,0,0,0,0,oxygen_concentrator,3,2,6.8,0,2,3,5,0,1,0,0,0,0,28,funding_for_refill,2022,7,7,heart_failure,0,7,0,6,1,188.0,8.0,1,grid_unreliable,7
2073,district_hospital,O2_0116,peri_urban,70,0,0,0,1,cylinder_portable,0,0,2.4,1,7,5,15,0,0,0,0,0,0,1,demand_surge,2023,11,9,pneumonia_child,0,9,0,4,1,202.0,18.0,1,grid_unreliable,2
2074,district_hospital,O2_0154,rural,97,0,0,0,0,oxygen_concentrator,3,0,11.2,0,4,3,24,0,1,0,0,0,0,30,PSA_plant_breakdown,2022,2,12,pneumonia_adult,0,12,0,6,2,111.0,53.0,1,none,88
2075,district_hospital,O2_0081,rural,40,0,0,0,0,cylinder_portable,0,0,1.2,0,4,2,34,0,0,0,0,1,1,15,power_outage,2024,2,13,trauma,4,9,1,3,0,172.0,20.0,0,grid_unreliable,2
2076,district_hospital,O2_0113,peri_urban,105,0,0,0,0,oxygen_concentrator,2,1,3.2,0,1,7,3,0,0,0,0,1,1,2,power_outage,2024,9,8,neonatal_respiratory,2,6,0,3,0,228.0,13.0,0,generator_only,34
2077,district_hospital,O2_0176,rural,10,0,0,0,0,none,0,0,4.8,0,6,0,37,0,1,0,0,0,0,2,cylinder_delivery_delay,2024,12,12,COPD_exacerbation,0,12,0,7,5,189.0,6.0,0,solar,9
2078,district_hospital,O2_0142,urban,66,0,0,0,0,cylinder_portable,0,0,0.7,0,1,2,11,0,1,0,0,1,1,1,concentrator_malfunction,2024,12,14,sepsis,5,9,1,5,0,265.0,16.0,0,grid_reliable,13
2079,district_hospital,O2_0073,rural,71,0,0,0,0,cylinder_portable,2,1,6.7,0,3,6,8,0,1,1,1,1,1,0,not_applicable,2023,6,11,trauma,5,6,0,4,0,142.0,18.0,0,grid_unreliable,58
2080,district_hospital,O2_0196,peri_urban,9,0,0,0,0,oxygen_concentrator,5,2,2.1,0,2,5,1,0,1,0,0,0,0,3,empty_cylinders_not_collected,2022,1,12,pneumonia_child,0,12,0,7,2,241.0,211.0,0,solar,20
2081,district_hospital,O2_0023,urban,5,0,0,1,0,cylinder_portable,2,1,4.0,0,1,3,5,0,0,0,0,1,0,0,not_applicable,2022,7,10,COVID19_severe,4,6,1,3,0,235.0,11.0,1,generator_only,25
2082,district_hospital,O2_0023,peri_urban,7,0,0,0,0,cylinder_portable,0,0,5.8,0,5,3,3,0,0,0,0,0,0,16,cylinder_delivery_delay,2022,11,12,COVID19_severe,0,12,0,6,6,226.0,52.0,0,grid_unreliable,4
2083,district_hospital,O2_0056,rural,34,0,0,0,0,cylinder_portable,0,0,6.9,0,2,2,13,0,0,0,0,0,0,1,PSA_plant_breakdown,2023,7,16,surgical_anaesthesia,0,16,0,10,5,223.0,36.0,0,grid_unreliable,22
2084,district_hospital,O2_0161,peri_urban,63,0,0,0,0,cylinder_portable,0,0,6.4,0,2,4,8,0,1,1,0,1,1,0,not_applicable,2024,12,15,surgical_anaesthesia,7,8,1,5,0,231.0,19.0,1,grid_unreliable,21
2085,district_hospital,O2_0102,peri_urban,98,0,0,0,0,cylinder_portable,0,0,3.8,0,2,7,11,0,1,0,0,1,1,1,no_oxygen_source,2024,4,8,COVID19_severe,4,4,0,3,0,242.0,4.0,0,none,7
2086,district_hospital,O2_0123,urban,74,0,0,0,0,cylinder_piped,0,0,13.8,0,4,2,18,0,0,0,0,0,0,2,funding_for_refill,2024,10,10,pneumonia_adult,0,10,0,7,2,162.0,16.0,0,none,9
2087,district_hospital,O2_0191,peri_urban,98,0,0,0,0,cylinder_piped,0,0,4.5,0,3,6,17,0,1,0,0,1,0,0,not_applicable,2024,4,19,pneumonia_adult,13,6,1,3,0,128.0,28.0,0,none,2
2088,district_hospital,O2_0072,rural,53,0,0,0,0,cylinder_piped,0,0,2.1,0,2,2,17,0,0,0,0,1,1,0,not_applicable,2022,9,13,surgical_anaesthesia,6,7,0,4,0,237.0,22.0,1,grid_unreliable,7
2089,district_hospital,O2_0039,peri_urban,76,0,0,0,0,none,0,0,21.8,0,1,5,25,0,0,0,0,1,0,0,not_applicable,2024,4,15,neonatal_respiratory,6,9,1,3,0,170.0,67.0,1,grid_unreliable,11
2090,district_hospital,O2_0186,urban,52,0,0,1,0,oxygen_concentrator,1,0,4.6,0,5,7,17,0,0,0,0,1,1,0,not_applicable,2023,12,10,COPD_exacerbation,7,3,0,1,0,256.0,49.0,0,grid_unreliable,5
2091,district_hospital,O2_0071,peri_urban,108,0,0,0,0,LOX_bulk_tank,0,0,1.7,0,6,5,3,0,0,0,0,0,0,30,power_outage,2022,2,12,heart_failure,0,12,0,6,1,271.0,15.0,0,grid_unreliable,17
2092,district_hospital,O2_0147,peri_urban,65,0,0,0,0,cylinder_portable,0,0,0.5,0,3,4,29,0,0,0,0,1,1,0,not_applicable,2021,6,7,pneumonia_child,4,3,0,3,0,253.0,6.0,0,grid_unreliable,0
2093,district_hospital,O2_0018,rural,40,0,0,0,0,cylinder_piped,0,0,6.0,0,4,2,3,0,1,0,0,0,0,3,empty_cylinders_not_collected,2024,7,10,pneumonia_adult,0,10,0,7,4,247.0,16.0,1,grid_unreliable,1
2094,district_hospital,O2_0111,urban,78,1,0,0,0,cylinder_piped,0,0,2.7,0,2,6,4,0,1,1,0,0,0,3,empty_cylinders_not_collected,2024,2,9,pneumonia_adult,0,9,0,1,2,137.0,6.0,1,solar,14
2095,district_hospital,O2_0187,peri_urban,16,0,0,0,0,oxygen_concentrator,5,2,12.8,0,2,2,67,0,0,0,0,0,0,5,cylinder_delivery_delay,2021,2,6,COVID19_severe,0,6,0,3,3,213.0,42.0,0,grid_unreliable,13
2096,district_hospital,O2_0094,peri_urban,6,0,0,0,0,oxygen_concentrator,3,1,11.4,0,2,2,8,0,1,1,0,1,1,0,not_applicable,2024,6,10,heart_failure,3,7,0,3,0,124.0,26.0,0,generator_only,9
2097,district_hospital,O2_0196,peri_urban,25,0,0,0,0,cylinder_portable,0,0,4.1,1,2,6,9,0,1,1,0,1,0,0,not_applicable,2024,5,16,neonatal_respiratory,11,5,1,0,0,317.0,25.0,0,solar,22
2098,district_hospital,O2_0139,urban,58,0,0,0,0,cylinder_portable,0,0,0.4,0,4,5,1,0,1,0,0,1,1,3,cylinder_delivery_delay,2022,10,14,pneumonia_adult,5,9,0,3,0,429.0,5.0,0,grid_unreliable,20
2099,district_hospital,O2_0030,urban,89,0,0,0,0,cylinder_portable,0,0,10.8,0,0,7,1,0,0,0,0,0,0,4,power_outage,2021,12,10,pneumonia_child,0,10,0,3,0,294.0,21.0,0,grid_unreliable,54
2100,district_hospital,O2_0135,urban,83,0,0,0,1,oxygen_concentrator,2,1,3.9,1,9,5,4,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,7,11,sepsis,0,11,0,2,4,207.0,34.0,0,grid_unreliable,18
2101,district_hospital,O2_0059,peri_urban,80,0,0,0,0,oxygen_concentrator,0,0,2.2,0,2,3,1,0,0,0,0,0,0,1,piping_system_leak,2022,9,13,severe_malaria,0,13,0,8,7,478.0,228.0,1,grid_unreliable,14
2102,district_hospital,O2_0063,rural,40,0,0,0,0,cylinder_portable,0,0,1.7,0,2,3,14,0,0,0,0,0,0,11,empty_cylinders_not_collected,2022,5,10,surgical_anaesthesia,0,10,0,4,3,32.0,5.0,0,grid_reliable,12
2103,district_hospital,O2_0029,rural,50,0,0,0,1,oxygen_concentrator,1,0,9.9,1,4,6,14,0,0,0,0,0,0,2,funding_for_refill,2022,5,14,pneumonia_child,0,14,0,8,5,24.0,27.0,0,generator_only,11
2104,district_hospital,O2_0084,rural,83,0,0,0,0,cylinder_portable,0,0,6.5,0,9,3,44,0,1,0,0,0,0,30,power_outage,2024,7,18,pneumonia_adult,0,18,0,7,3,183.0,37.0,0,none,25
2105,district_hospital,O2_0110,urban,59,0,0,0,0,none,1,0,0.5,0,4,1,27,0,0,0,0,1,1,0,not_applicable,2022,6,11,neonatal_respiratory,5,6,1,3,0,332.0,116.0,0,grid_unreliable,4
2106,district_hospital,O2_0070,rural,109,0,1,0,0,cylinder_portable,0,0,3.6,1,4,1,34,0,0,0,0,1,1,0,not_applicable,2024,11,10,surgical_anaesthesia,3,7,1,5,0,220.0,21.0,0,solar,2
2107,district_hospital,O2_0185,peri_urban,78,0,0,0,0,cylinder_portable,0,0,2.9,0,3,2,0,0,1,0,0,1,1,0,not_applicable,2024,12,12,trauma,4,8,0,5,0,330.0,50.0,0,grid_unreliable,36
2108,district_hospital,O2_0160,rural,138,0,0,0,0,PSA_plant_onsite,0,0,0.4,0,1,6,13,1,0,0,0,0,0,1,cylinder_delivery_delay,2024,9,12,trauma,0,12,0,5,4,160.0,24.0,1,solar,43
2109,district_hospital,O2_0064,urban,25,0,0,0,0,LOX_bulk_tank,0,0,0.7,1,4,4,34,0,0,0,0,0,0,12,power_outage,2023,12,7,sepsis,0,7,0,4,3,118.0,3.0,0,grid_unreliable,3
2110,district_hospital,O2_0067,urban,88,0,0,0,0,oxygen_concentrator,0,0,11.1,0,5,3,56,0,1,0,0,1,1,0,not_applicable,2022,6,13,trauma,6,7,1,2,0,229.0,141.0,0,none,16
2111,district_hospital,O2_0022,peri_urban,86,0,0,0,0,cylinder_portable,0,0,0.5,0,2,5,32,0,0,0,0,0,0,1,concentrator_malfunction,2022,7,13,other_hypoxemia,0,13,0,5,4,227.0,23.0,0,none,0
2112,district_hospital,O2_0056,rural,67,0,0,0,0,cylinder_piped,0,0,1.7,0,2,5,25,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,11,10,neonatal_respiratory,4,6,0,5,0,22.0,93.0,0,grid_reliable,25
2113,district_hospital,O2_0070,rural,98,0,0,0,0,cylinder_piped,0,0,9.0,0,2,8,25,0,0,0,0,1,1,0,not_applicable,2022,12,11,trauma,3,8,0,7,0,243.0,36.0,1,grid_unreliable,4
2114,district_hospital,O2_0147,rural,96,0,0,0,1,cylinder_piped,0,0,7.2,1,2,5,4,0,0,0,0,1,1,0,not_applicable,2024,10,18,surgical_anaesthesia,7,11,1,3,0,183.0,170.0,0,grid_unreliable,21
2115,district_hospital,O2_0006,urban,96,0,0,0,0,none,1,0,2.0,0,4,3,7,0,1,0,0,1,0,0,not_applicable,2022,2,5,COVID19_severe,3,2,1,1,0,153.0,50.0,1,grid_unreliable,20
2116,district_hospital,O2_0128,rural,144,0,0,0,0,cylinder_portable,0,0,6.7,0,5,3,12,0,0,0,0,0,0,7,no_oxygen_source,2023,6,10,COPD_exacerbation,0,10,0,3,3,216.0,31.0,0,grid_unreliable,16
2117,district_hospital,O2_0064,rural,5,0,0,0,0,cylinder_portable,0,0,0.9,0,2,3,6,0,0,0,0,1,1,3,cylinder_delivery_delay,2023,5,12,surgical_anaesthesia,5,7,0,5,0,392.0,29.0,1,grid_reliable,4
2118,district_hospital,O2_0143,rural,63,0,0,0,0,cylinder_piped,0,0,8.7,0,1,5,25,0,1,1,0,1,0,0,not_applicable,2022,3,5,neonatal_respiratory,2,3,0,3,0,286.0,31.0,0,none,6
2119,district_hospital,O2_0034,peri_urban,21,0,0,1,0,oxygen_concentrator,0,0,11.2,0,3,4,24,0,0,0,0,1,1,1,PSA_plant_breakdown,2023,2,6,COPD_exacerbation,1,5,1,3,0,207.0,5.0,0,generator_only,20
2120,district_hospital,O2_0184,urban,23,0,0,0,0,oxygen_concentrator,3,0,3.7,0,1,4,4,0,1,0,0,0,0,25,cylinder_delivery_delay,2024,7,11,heart_failure,0,11,0,9,4,283.0,20.0,1,none,3
2121,district_hospital,O2_0191,peri_urban,19,0,0,0,0,cylinder_portable,0,0,0.7,0,5,5,71,0,0,0,0,1,1,0,not_applicable,2023,1,11,COVID19_severe,6,5,1,4,0,214.0,6.0,1,grid_unreliable,15
2122,district_hospital,O2_0177,peri_urban,84,0,0,0,0,oxygen_concentrator,2,0,9.6,0,2,2,50,0,0,0,0,0,0,10,PSA_plant_breakdown,2024,10,13,trauma,0,13,0,5,4,351.0,24.0,1,solar,3
2123,district_hospital,O2_0189,urban,25,0,0,0,0,none,0,0,8.2,0,3,4,19,0,1,0,0,0,0,4,cylinder_delivery_delay,2022,3,7,trauma,0,7,0,3,3,225.0,39.0,0,none,3
2124,district_hospital,O2_0082,peri_urban,120,0,0,0,0,cylinder_portable,0,0,4.5,0,5,8,27,0,0,0,0,0,0,19,piping_system_leak,2024,3,17,other_hypoxemia,0,17,0,7,1,88.0,117.0,0,solar,10
2125,district_hospital,O2_0068,rural,24,0,0,0,0,cylinder_portable,0,0,0.4,0,7,4,28,0,1,0,0,0,0,28,cylinder_delivery_delay,2024,12,11,sepsis,0,11,0,3,3,250.0,39.0,0,generator_only,7
2126,district_hospital,O2_0111,rural,42,0,0,0,0,cylinder_portable,0,0,2.0,0,3,3,51,0,0,0,0,1,0,0,not_applicable,2022,9,8,trauma,1,7,1,6,0,143.0,5.0,1,grid_unreliable,45
2127,district_hospital,O2_0160,rural,116,0,0,0,0,cylinder_portable,2,0,13.8,0,2,4,26,0,1,1,0,1,1,0,not_applicable,2023,1,10,severe_malaria,4,6,1,1,0,142.0,49.0,0,grid_reliable,25
2128,district_hospital,O2_0078,peri_urban,103,0,0,0,0,none,0,0,0.7,0,4,5,20,0,1,0,0,0,0,4,cylinder_delivery_delay,2024,7,9,asthma_severe,0,9,0,6,2,162.0,5.0,1,none,25
2129,district_hospital,O2_0020,rural,39,0,0,0,0,LOX_bulk_tank,3,1,5.5,0,4,1,56,0,0,0,0,1,1,1,empty_cylinders_not_collected,2024,5,14,COVID19_severe,5,9,0,6,0,312.0,21.0,0,solar,2
2130,district_hospital,O2_0131,peri_urban,77,0,0,0,0,oxygen_concentrator,2,1,2.3,1,2,2,41,0,0,0,0,0,0,17,concentrator_malfunction,2023,3,11,pneumonia_child,0,11,0,7,4,210.0,14.0,1,grid_unreliable,22
2131,district_hospital,O2_0004,peri_urban,5,0,0,0,0,cylinder_portable,0,0,20.1,1,4,4,18,0,0,0,0,1,1,6,power_outage,2022,5,11,heart_failure,4,7,0,3,0,52.0,48.0,0,grid_unreliable,16
2132,district_hospital,O2_0104,urban,45,0,0,0,0,cylinder_portable,2,0,4.0,0,1,3,0,0,1,0,0,1,0,0,not_applicable,2023,7,9,neonatal_respiratory,5,4,0,0,0,166.0,91.0,0,none,9
2133,district_hospital,O2_0136,rural,44,0,1,1,0,oxygen_concentrator,1,0,1.6,0,4,4,3,0,0,0,0,1,1,4,cylinder_delivery_delay,2023,7,9,pneumonia_adult,2,7,1,2,0,258.0,28.0,1,grid_unreliable,23
2134,district_hospital,O2_0102,peri_urban,85,0,0,0,0,oxygen_concentrator,2,0,1.7,0,2,2,11,0,0,0,0,0,0,12,empty_cylinders_not_collected,2024,8,14,pneumonia_child,0,14,0,8,4,144.0,119.0,0,grid_unreliable,4
2135,district_hospital,O2_0141,rural,83,0,0,0,1,none,0,0,2.0,1,6,1,31,0,0,0,0,1,1,0,not_applicable,2024,8,11,surgical_anaesthesia,5,6,1,3,0,318.0,16.0,1,generator_only,1
2136,district_hospital,O2_0033,urban,5,0,0,0,0,PSA_plant_onsite,1,0,20.0,0,4,5,62,1,0,0,0,0,0,5,power_outage,2024,3,15,pneumonia_child,0,15,0,9,8,165.0,40.0,1,grid_reliable,3
2137,district_hospital,O2_0010,rural,5,0,0,0,0,none,0,0,8.1,0,3,1,11,0,0,0,0,1,1,0,not_applicable,2021,11,17,severe_malaria,7,10,0,4,0,190.0,73.0,0,solar,7
2138,district_hospital,O2_0042,rural,37,0,0,0,0,cylinder_piped,0,0,10.5,0,2,1,0,0,0,0,0,0,0,28,PSA_plant_breakdown,2024,1,11,neonatal_respiratory,0,11,0,7,2,245.0,2.0,0,grid_unreliable,78
2139,district_hospital,O2_0076,rural,63,0,0,0,0,LOX_bulk_tank,0,0,9.5,0,5,4,20,0,1,0,0,1,1,0,not_applicable,2022,3,18,neonatal_respiratory,7,11,1,5,0,271.0,43.0,0,generator_only,0
2140,district_hospital,O2_0052,rural,47,0,0,0,0,cylinder_portable,0,0,3.2,0,2,3,34,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,1,16,neonatal_respiratory,0,16,0,7,4,277.0,45.0,0,none,55
2141,district_hospital,O2_0192,urban,65,0,1,0,0,cylinder_portable,0,0,2.9,0,1,6,10,0,0,0,0,0,0,23,power_outage,2022,5,11,pneumonia_adult,0,11,0,6,3,136.0,25.0,1,grid_unreliable,5
2142,district_hospital,O2_0197,rural,60,0,0,0,0,oxygen_concentrator,5,2,7.4,0,3,4,26,0,0,0,0,0,0,15,cylinder_delivery_delay,2021,7,12,pneumonia_adult,0,12,0,5,3,219.0,49.0,0,grid_unreliable,12
2143,district_hospital,O2_0049,rural,19,0,0,0,0,none,0,0,3.3,0,2,5,48,0,0,0,0,0,0,17,power_outage,2022,9,14,other_hypoxemia,0,14,0,8,3,290.0,33.0,0,grid_reliable,6
2144,district_hospital,O2_0182,peri_urban,29,0,0,0,0,oxygen_concentrator,3,1,4.2,0,2,2,11,0,0,0,0,0,0,1,concentrator_malfunction,2023,3,12,pneumonia_child,0,12,0,6,3,253.0,1.0,1,solar,10
2145,district_hospital,O2_0134,peri_urban,85,0,0,0,0,cylinder_piped,0,0,9.4,0,3,2,13,0,0,0,0,1,1,2,empty_cylinders_not_collected,2022,4,11,pneumonia_adult,4,7,0,2,0,174.0,44.0,0,generator_only,7
2146,district_hospital,O2_0146,urban,69,0,0,0,0,cylinder_portable,0,0,4.8,0,2,4,25,0,1,1,0,1,1,5,cylinder_delivery_delay,2024,3,14,surgical_anaesthesia,6,8,1,5,0,362.0,70.0,1,none,6
2147,district_hospital,O2_0113,rural,5,0,0,0,1,cylinder_portable,0,0,2.2,1,5,4,4,0,0,0,0,0,0,12,power_outage,2023,4,21,trauma,0,21,0,12,12,216.0,13.0,1,grid_unreliable,1
2148,district_hospital,O2_0160,rural,47,0,0,0,0,cylinder_portable,0,0,9.7,0,5,1,3,0,0,0,0,0,0,30,power_outage,2021,12,16,COVID19_severe,0,16,0,9,2,0.0,127.0,0,grid_unreliable,7
2149,district_hospital,O2_0102,peri_urban,50,0,0,0,0,LOX_bulk_tank,0,0,4.5,0,5,1,3,0,1,1,0,0,0,30,cylinder_delivery_delay,2023,9,13,surgical_anaesthesia,0,13,0,5,6,293.0,24.0,0,none,28
2150,district_hospital,O2_0188,rural,84,0,0,0,0,oxygen_concentrator,6,0,12.0,0,4,6,4,0,0,0,0,0,0,21,funding_for_refill,2023,8,12,COVID19_severe,0,12,0,5,3,138.0,42.0,1,none,9
2151,district_hospital,O2_0139,peri_urban,76,0,0,0,0,cylinder_piped,0,0,7.3,0,2,5,4,0,0,0,0,1,1,0,not_applicable,2024,1,13,asthma_severe,4,9,0,3,0,144.0,87.0,0,generator_only,15
2152,district_hospital,O2_0199,urban,5,0,0,0,1,cylinder_portable,0,0,6.8,1,2,7,56,0,1,1,1,1,1,0,not_applicable,2024,6,8,severe_malaria,3,5,1,2,0,226.0,21.0,0,solar,8
2153,district_hospital,O2_0193,urban,115,0,0,0,0,none,0,0,3.5,0,5,4,44,0,0,0,0,1,1,0,not_applicable,2024,3,5,COVID19_severe,1,4,1,1,0,160.0,174.0,1,generator_only,5
2154,district_hospital,O2_0058,rural,92,0,0,0,0,oxygen_concentrator,1,0,7.9,0,5,1,5,0,1,1,0,1,0,0,not_applicable,2023,1,8,severe_malaria,4,4,0,1,0,260.0,13.0,0,grid_unreliable,5
2155,district_hospital,O2_0105,rural,50,0,0,0,0,cylinder_portable,4,3,9.6,0,2,5,53,0,0,0,0,0,0,1,concentrator_malfunction,2024,11,15,pneumonia_child,0,15,0,7,2,253.0,94.0,1,solar,29
2156,district_hospital,O2_0181,peri_urban,25,0,0,0,0,oxygen_concentrator,2,1,0.4,0,1,5,1,0,0,0,0,0,0,2,PSA_plant_breakdown,2023,3,12,surgical_anaesthesia,0,12,0,5,4,36.0,33.0,0,none,25
2157,district_hospital,O2_0037,urban,37,0,0,0,0,oxygen_concentrator,2,0,7.2,0,1,2,1,0,0,0,0,0,0,17,supplier_stockout,2021,8,15,neonatal_respiratory,0,15,0,5,8,188.0,2.0,0,grid_reliable,23
2158,district_hospital,O2_0028,rural,135,0,0,0,0,oxygen_concentrator,3,0,2.4,0,2,4,24,0,0,0,0,1,1,0,not_applicable,2024,8,20,trauma,9,11,0,6,0,145.0,117.0,1,grid_unreliable,8
2159,district_hospital,O2_0139,rural,12,0,0,0,0,none,0,0,5.0,1,2,1,54,0,0,0,0,0,0,4,no_oxygen_source,2021,12,18,sepsis,0,18,0,8,0,174.0,153.0,0,none,9
2160,district_hospital,O2_0015,peri_urban,135,0,0,0,1,oxygen_concentrator,5,3,0.6,1,3,5,16,0,1,1,1,0,0,1,cylinder_delivery_delay,2022,9,13,other_hypoxemia,0,13,0,4,1,72.0,57.0,1,generator_only,8
2161,district_hospital,O2_0119,peri_urban,34,0,0,0,0,cylinder_portable,3,0,4.7,0,3,5,70,0,1,0,0,0,0,3,concentrator_malfunction,2022,12,7,trauma,0,7,0,1,2,182.0,34.0,0,grid_unreliable,3
2162,district_hospital,O2_0172,urban,36,0,0,0,0,LOX_bulk_tank,0,0,0.8,0,3,6,50,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,11,13,trauma,8,5,1,3,0,221.0,8.0,0,grid_unreliable,18
2163,district_hospital,O2_0007,peri_urban,58,0,0,0,0,cylinder_portable,5,4,25.7,0,2,6,1,0,0,0,0,0,0,6,power_outage,2022,1,11,neonatal_respiratory,0,11,0,5,5,342.0,2.0,0,none,10
2164,district_hospital,O2_0130,peri_urban,76,0,0,0,0,oxygen_concentrator,0,0,0.4,1,2,4,1,0,0,0,0,1,1,0,not_applicable,2021,3,12,severe_malaria,4,8,1,2,0,134.0,14.0,0,grid_unreliable,7
2165,district_hospital,O2_0064,peri_urban,73,0,0,0,0,oxygen_concentrator,0,0,0.2,0,0,3,4,0,0,0,0,0,0,1,power_outage,2023,10,13,COVID19_severe,0,13,0,4,2,302.0,204.0,0,grid_unreliable,3
2166,district_hospital,O2_0111,urban,81,0,0,0,0,cylinder_portable,1,0,3.1,0,2,6,4,0,0,0,0,0,0,13,cylinder_delivery_delay,2022,6,12,COVID19_severe,0,12,0,5,2,242.0,15.0,0,none,9
2167,district_hospital,O2_0008,rural,5,0,0,0,0,oxygen_concentrator,1,0,0.6,0,6,0,9,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,8,13,trauma,0,13,0,7,1,168.0,41.0,0,none,1
2168,district_hospital,O2_0088,peri_urban,71,0,0,1,0,cylinder_piped,0,0,0.9,0,3,9,13,0,0,0,0,1,1,1,concentrator_malfunction,2021,10,16,other_hypoxemia,6,10,1,5,0,144.0,7.0,1,grid_unreliable,4
2169,district_hospital,O2_0001,peri_urban,82,0,0,0,0,cylinder_portable,0,0,1.3,0,5,4,17,0,0,0,0,0,0,16,empty_cylinders_not_collected,2021,2,11,pneumonia_child,0,11,0,5,5,147.0,23.0,0,none,1
2170,district_hospital,O2_0097,rural,46,0,0,0,0,cylinder_piped,0,0,0.1,0,1,6,15,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,9,16,trauma,0,16,0,6,5,296.0,101.0,1,none,24
2171,district_hospital,O2_0069,peri_urban,29,0,0,0,0,oxygen_concentrator,2,0,3.9,0,4,5,12,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,11,13,COPD_exacerbation,0,13,0,5,5,151.0,46.0,0,grid_unreliable,33
2172,district_hospital,O2_0126,peri_urban,28,0,0,0,0,oxygen_concentrator,5,1,8.0,0,4,4,40,0,0,0,0,1,1,4,no_oxygen_source,2024,5,14,surgical_anaesthesia,3,11,1,6,0,122.0,2.0,1,grid_unreliable,33
2173,district_hospital,O2_0009,urban,6,0,0,0,0,none,0,0,0.8,0,2,3,32,0,0,0,0,1,1,0,not_applicable,2023,5,15,pneumonia_child,6,9,0,3,0,216.0,14.0,0,grid_unreliable,40
2174,district_hospital,O2_0194,rural,6,0,0,0,0,none,0,0,5.1,0,3,5,1,0,1,0,0,0,0,1,cylinder_delivery_delay,2023,2,15,surgical_anaesthesia,0,15,0,8,5,254.0,143.0,0,none,58
2175,district_hospital,O2_0117,rural,32,0,0,0,0,cylinder_portable,0,0,0.6,0,1,2,1,0,1,0,0,0,0,6,power_outage,2023,1,14,neonatal_respiratory,0,14,0,4,5,36.0,66.0,0,solar,24
2176,district_hospital,O2_0106,peri_urban,56,0,0,0,0,none,0,0,7.6,0,4,7,26,0,0,0,0,1,1,0,not_applicable,2022,2,14,pneumonia_adult,4,10,1,4,0,51.0,2.0,0,grid_unreliable,14
2177,district_hospital,O2_0152,rural,97,0,0,0,0,cylinder_portable,0,0,0.8,0,3,1,20,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,1,9,pneumonia_adult,0,9,0,3,2,221.0,86.0,1,grid_unreliable,10
2178,district_hospital,O2_0182,rural,8,0,0,0,0,oxygen_concentrator,3,1,9.8,0,5,2,23,0,0,0,0,0,0,5,no_oxygen_source,2022,7,9,asthma_severe,0,9,0,4,1,110.0,36.0,0,generator_only,38
2179,district_hospital,O2_0118,peri_urban,90,0,0,0,0,oxygen_concentrator,3,1,1.6,1,3,6,19,0,1,0,0,0,0,10,cylinder_delivery_delay,2022,2,11,pneumonia_adult,0,11,0,6,7,234.0,463.0,1,solar,4
2180,district_hospital,O2_0126,urban,27,0,0,0,0,cylinder_piped,0,0,6.8,0,4,2,26,0,1,0,0,0,0,1,cylinder_delivery_delay,2023,3,11,COVID19_severe,0,11,0,4,4,200.0,5.0,0,none,19
2181,district_hospital,O2_0194,urban,35,0,0,0,0,oxygen_concentrator,2,0,5.3,0,5,8,33,0,1,0,0,0,0,29,concentrator_malfunction,2021,7,16,severe_malaria,0,16,0,10,4,203.0,29.0,1,grid_reliable,12
2182,district_hospital,O2_0186,rural,127,0,0,1,0,cylinder_portable,0,0,2.4,1,5,3,0,0,0,0,0,0,0,30,no_oxygen_source,2021,7,10,pneumonia_adult,0,10,0,6,1,231.0,132.0,0,none,54
2183,district_hospital,O2_0148,rural,37,0,0,0,0,oxygen_concentrator,1,0,7.9,0,0,4,7,0,0,0,0,1,1,0,not_applicable,2024,12,6,heart_failure,1,5,0,4,0,273.0,17.0,1,none,12
2184,district_hospital,O2_0171,rural,48,0,0,0,0,cylinder_piped,0,0,0.8,0,4,6,6,0,1,1,1,0,0,3,no_oxygen_source,2022,3,16,pneumonia_child,0,16,0,9,4,216.0,218.0,0,generator_only,2
2185,district_hospital,O2_0087,urban,67,0,0,0,0,oxygen_concentrator,5,2,3.8,0,5,5,4,0,0,0,0,0,0,14,concentrator_malfunction,2022,8,7,COVID19_severe,0,7,0,4,3,191.0,22.0,1,generator_only,12
2186,district_hospital,O2_0007,urban,72,0,0,0,0,cylinder_piped,1,0,11.2,0,4,5,29,0,0,0,0,0,0,12,cylinder_delivery_delay,2021,6,10,heart_failure,0,10,0,5,3,277.0,89.0,0,generator_only,11
2187,district_hospital,O2_0172,urban,21,0,0,0,1,cylinder_portable,4,1,13.4,1,4,7,59,0,0,0,0,0,0,1,power_outage,2022,6,10,asthma_severe,0,10,0,7,2,223.0,60.0,1,none,3
2188,district_hospital,O2_0058,peri_urban,57,0,0,0,0,cylinder_piped,0,0,2.3,0,3,6,27,0,0,0,0,1,0,0,not_applicable,2023,8,13,COPD_exacerbation,7,6,0,2,0,261.0,4.0,1,none,52
2189,district_hospital,O2_0001,urban,48,1,0,0,0,oxygen_concentrator,1,0,0.5,0,6,4,5,0,0,0,0,0,0,13,concentrator_malfunction,2023,8,10,pneumonia_child,0,10,0,5,1,267.0,2.0,0,grid_unreliable,5
2190,district_hospital,O2_0144,urban,5,0,0,0,0,cylinder_portable,0,0,1.2,0,3,4,55,0,1,0,0,1,1,11,power_outage,2024,2,14,COPD_exacerbation,5,9,0,5,0,260.0,50.0,1,grid_reliable,45
2191,district_hospital,O2_0133,peri_urban,32,0,0,0,0,oxygen_concentrator,2,1,6.6,0,3,3,25,0,0,0,0,1,1,0,not_applicable,2022,4,13,surgical_anaesthesia,6,7,0,1,0,149.0,1.0,1,none,8
2192,district_hospital,O2_0125,rural,95,0,0,1,0,oxygen_concentrator,4,1,7.2,0,2,7,35,0,1,0,0,0,0,15,concentrator_malfunction,2023,2,7,pneumonia_child,0,7,0,3,1,114.0,25.0,1,none,3
2193,district_hospital,O2_0096,peri_urban,151,0,1,0,0,oxygen_concentrator,3,1,8.9,0,3,4,7,0,0,0,0,1,1,7,cylinder_delivery_delay,2023,3,7,trauma,4,3,0,1,0,210.0,46.0,1,grid_unreliable,7
2194,district_hospital,O2_0140,rural,88,0,0,0,0,oxygen_concentrator,2,1,4.5,0,5,4,1,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,3,14,surgical_anaesthesia,0,14,0,8,5,148.0,10.0,0,solar,49
2195,district_hospital,O2_0031,rural,30,0,0,0,0,cylinder_piped,0,0,0.3,0,3,5,10,0,0,0,0,1,1,0,not_applicable,2024,9,10,COVID19_severe,2,8,1,2,0,322.0,58.0,0,none,19
2196,district_hospital,O2_0012,urban,43,0,0,0,0,oxygen_concentrator,0,0,7.6,0,1,2,17,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,3,17,severe_malaria,0,17,0,8,4,157.0,57.0,1,none,1
2197,district_hospital,O2_0068,rural,59,0,1,0,0,cylinder_piped,0,0,0.7,1,5,6,16,0,0,0,0,1,1,0,not_applicable,2022,1,16,neonatal_respiratory,5,11,0,5,0,94.0,160.0,0,none,40
2198,district_hospital,O2_0191,peri_urban,10,0,0,0,0,oxygen_concentrator,3,2,11.7,0,3,2,76,0,1,1,0,0,0,3,cylinder_delivery_delay,2022,6,15,sepsis,0,15,0,9,0,400.0,267.0,0,grid_unreliable,14
2199,district_hospital,O2_0076,peri_urban,40,0,0,0,0,oxygen_concentrator,1,0,3.4,1,0,2,20,0,0,0,0,1,1,0,not_applicable,2021,10,7,surgical_anaesthesia,3,4,0,1,0,289.0,2.0,0,none,25
2200,district_hospital,O2_0024,peri_urban,64,0,0,0,0,none,0,0,6.6,0,3,4,2,0,0,0,0,0,0,10,demand_surge,2023,7,19,surgical_anaesthesia,0,19,0,9,4,201.0,20.0,1,none,6
2201,district_hospital,O2_0084,rural,34,0,0,0,0,cylinder_portable,1,0,15.8,0,3,8,17,0,0,0,0,0,0,23,demand_surge,2023,12,11,surgical_anaesthesia,0,11,0,7,1,211.0,2.0,0,solar,10
2202,district_hospital,O2_0135,rural,17,0,0,0,0,oxygen_concentrator,1,0,1.3,0,2,6,48,0,1,1,0,0,0,18,concentrator_malfunction,2023,4,13,neonatal_respiratory,0,13,0,6,1,369.0,35.0,0,grid_reliable,6
2203,district_hospital,O2_0114,peri_urban,91,0,0,0,0,oxygen_concentrator,0,0,2.5,0,2,1,32,0,0,0,0,0,0,8,concentrator_malfunction,2022,2,8,COPD_exacerbation,0,8,0,2,2,124.0,39.0,1,solar,4
2204,district_hospital,O2_0197,urban,39,0,0,0,0,cylinder_portable,2,0,6.8,0,0,3,10,0,1,1,0,0,0,17,empty_cylinders_not_collected,2023,3,17,surgical_anaesthesia,0,17,0,5,7,94.0,10.0,1,grid_unreliable,11
2205,district_hospital,O2_0184,urban,21,0,0,0,0,oxygen_concentrator,1,0,3.2,0,5,5,11,0,0,0,0,1,1,0,not_applicable,2024,8,4,surgical_anaesthesia,2,2,1,2,0,71.0,19.0,1,solar,5
2206,district_hospital,O2_0192,urban,85,0,0,0,0,oxygen_concentrator,3,1,6.5,0,2,4,16,0,0,0,0,0,0,6,power_outage,2024,10,8,pneumonia_child,0,8,0,2,2,168.0,1.0,0,generator_only,25
2207,district_hospital,O2_0073,rural,99,0,0,0,1,cylinder_piped,0,0,9.1,1,3,4,28,0,1,1,0,0,0,1,funding_for_refill,2022,9,9,neonatal_respiratory,0,9,0,4,3,245.0,96.0,0,generator_only,77
2208,district_hospital,O2_0046,rural,60,0,0,0,0,oxygen_concentrator,4,1,1.8,0,5,6,4,0,0,0,0,0,0,16,cylinder_delivery_delay,2024,2,11,COVID19_severe,0,11,0,4,4,294.0,169.0,0,grid_unreliable,1
2209,district_hospital,O2_0018,peri_urban,65,0,1,1,0,cylinder_portable,0,0,0.0,0,8,4,1,0,0,0,0,1,0,0,not_applicable,2021,3,11,severe_malaria,3,8,0,5,0,122.0,6.0,0,solar,11
2210,district_hospital,O2_0161,peri_urban,5,0,0,0,0,cylinder_portable,0,0,6.9,0,3,2,54,0,0,0,0,1,1,12,funding_for_refill,2024,10,11,COPD_exacerbation,3,8,0,3,0,103.0,18.0,1,grid_unreliable,5
2211,district_hospital,O2_0005,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.5,0,3,5,4,0,1,0,0,1,1,0,not_applicable,2023,9,3,neonatal_respiratory,1,2,1,0,0,234.0,31.0,0,grid_unreliable,50
2212,district_hospital,O2_0030,peri_urban,48,0,0,0,0,oxygen_concentrator,3,1,3.5,0,3,3,8,0,0,0,0,0,0,5,concentrator_malfunction,2024,8,12,pneumonia_child,0,12,0,2,4,166.0,30.0,1,none,5
2213,district_hospital,O2_0185,peri_urban,104,0,0,0,0,cylinder_portable,0,0,0.1,0,5,6,1,0,0,0,0,1,1,0,not_applicable,2024,6,9,other_hypoxemia,3,6,1,3,0,0.0,58.0,0,grid_reliable,7
2214,district_hospital,O2_0117,urban,58,0,0,0,0,none,0,0,2.2,0,2,6,18,0,1,1,0,1,1,0,not_applicable,2021,7,11,pneumonia_child,5,6,0,5,0,243.0,132.0,0,generator_only,2
2215,district_hospital,O2_0094,rural,82,0,0,0,0,oxygen_concentrator,3,1,0.9,0,0,4,48,0,0,0,0,0,0,16,concentrator_malfunction,2023,2,17,COVID19_severe,0,17,0,10,3,299.0,6.0,0,grid_unreliable,4
2216,district_hospital,O2_0161,peri_urban,47,0,0,0,0,oxygen_concentrator,1,0,2.5,0,4,4,13,0,1,1,0,0,0,1,funding_for_refill,2023,3,13,pneumonia_adult,0,13,0,6,4,95.0,31.0,1,grid_reliable,6
2217,district_hospital,O2_0193,urban,5,0,0,0,0,none,0,0,4.0,0,1,1,14,0,0,0,0,1,1,0,not_applicable,2022,2,1,heart_failure,0,1,0,1,0,179.0,2.0,0,solar,2
2218,district_hospital,O2_0130,rural,67,0,0,0,0,cylinder_piped,1,0,1.3,0,2,3,5,0,0,0,0,1,1,0,not_applicable,2023,3,15,heart_failure,4,11,0,6,0,130.0,5.0,0,generator_only,31
2219,district_hospital,O2_0105,rural,36,0,0,1,0,oxygen_concentrator,2,1,3.7,0,1,1,22,0,1,1,0,0,0,3,funding_for_refill,2023,2,14,other_hypoxemia,0,14,0,8,0,226.0,74.0,1,solar,5
2220,district_hospital,O2_0164,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.9,0,2,7,27,0,0,0,0,1,1,0,not_applicable,2023,8,13,surgical_anaesthesia,5,8,1,4,0,149.0,161.0,1,grid_reliable,53
2221,district_hospital,O2_0117,rural,10,0,0,0,0,cylinder_portable,0,0,3.1,0,1,4,35,0,1,1,1,1,1,0,not_applicable,2024,8,16,COPD_exacerbation,10,6,0,3,0,230.0,33.0,0,grid_unreliable,3
2222,district_hospital,O2_0109,rural,49,0,0,0,1,cylinder_portable,1,0,2.5,1,1,5,2,0,0,0,0,0,0,1,funding_for_refill,2021,8,10,COVID19_severe,0,10,0,6,2,228.0,58.0,1,grid_unreliable,2
2223,district_hospital,O2_0166,urban,75,0,0,0,0,none,0,0,3.7,0,4,2,39,0,0,0,0,0,0,2,PSA_plant_breakdown,2023,5,5,pneumonia_adult,0,5,0,2,2,152.0,23.0,1,solar,0
2224,district_hospital,O2_0002,rural,67,0,0,0,0,cylinder_portable,0,0,2.8,0,3,4,23,0,0,0,0,0,0,2,power_outage,2023,6,16,pneumonia_child,0,16,0,7,0,214.0,77.0,1,grid_unreliable,0
2225,district_hospital,O2_0026,rural,36,0,0,0,0,oxygen_concentrator,2,1,0.6,1,3,2,64,0,0,0,0,0,0,5,cylinder_delivery_delay,2021,3,8,pneumonia_child,0,8,0,1,1,147.0,14.0,0,none,32
2226,district_hospital,O2_0195,rural,5,0,0,0,0,oxygen_concentrator,1,0,1.8,0,4,8,15,0,0,0,0,1,0,0,not_applicable,2021,1,17,pneumonia_adult,6,11,1,1,0,231.0,8.0,0,generator_only,3
2227,district_hospital,O2_0122,rural,22,0,0,0,0,oxygen_concentrator,1,0,9.6,0,2,3,2,0,0,0,0,0,0,2,regulator_valve_failure,2023,6,16,trauma,0,16,0,5,4,264.0,33.0,0,generator_only,20
2228,district_hospital,O2_0188,urban,118,0,0,1,0,cylinder_piped,5,2,0.0,0,2,1,6,0,0,0,0,1,1,0,not_applicable,2023,12,12,neonatal_respiratory,7,5,0,2,0,266.0,95.0,0,solar,8
2229,district_hospital,O2_0079,urban,76,0,0,0,0,LOX_bulk_tank,0,0,2.9,0,4,5,3,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,8,9,sepsis,0,9,0,4,4,203.0,0.0,1,generator_only,1
2230,district_hospital,O2_0030,peri_urban,35,0,0,0,0,cylinder_portable,0,0,0.2,0,2,5,10,0,1,1,1,0,0,16,power_outage,2024,12,11,pneumonia_child,0,11,0,4,7,197.0,66.0,0,none,6
2231,district_hospital,O2_0062,rural,127,0,0,0,0,cylinder_portable,0,0,1.1,0,4,2,5,0,1,0,0,0,0,1,piping_system_leak,2023,8,12,trauma,0,12,0,6,3,278.0,4.0,1,generator_only,18
2232,district_hospital,O2_0099,rural,61,0,0,0,0,none,0,0,16.7,0,1,2,11,0,0,0,0,1,0,10,funding_for_refill,2023,3,13,neonatal_respiratory,4,9,1,3,0,403.0,8.0,0,none,11
2233,district_hospital,O2_0170,peri_urban,29,0,0,0,0,cylinder_piped,0,0,9.7,0,2,1,1,0,1,1,1,1,1,0,not_applicable,2021,6,14,other_hypoxemia,7,7,0,1,0,317.0,0.0,1,none,8
2234,district_hospital,O2_0188,peri_urban,81,0,0,0,0,cylinder_portable,1,0,3.5,0,3,3,50,0,0,0,0,1,1,0,not_applicable,2022,7,15,neonatal_respiratory,5,10,1,3,0,225.0,157.0,1,generator_only,20
2235,district_hospital,O2_0023,rural,28,0,0,0,0,none,0,0,0.7,0,8,6,56,0,1,0,0,1,1,0,not_applicable,2024,12,14,neonatal_respiratory,7,7,1,1,0,126.0,76.0,0,grid_unreliable,18
2236,district_hospital,O2_0053,urban,39,0,0,0,0,none,0,0,7.2,0,4,5,11,0,1,0,0,0,0,2,no_oxygen_source,2024,1,12,surgical_anaesthesia,0,12,0,8,2,188.0,1.0,0,generator_only,5
2237,district_hospital,O2_0006,peri_urban,13,0,0,1,0,oxygen_concentrator,2,1,2.6,0,3,2,1,0,1,0,0,0,0,8,PSA_plant_breakdown,2024,3,14,heart_failure,0,14,0,5,1,272.0,112.0,0,grid_unreliable,5
2238,district_hospital,O2_0055,peri_urban,78,0,0,0,0,oxygen_concentrator,4,0,20.0,0,2,3,3,0,1,1,0,1,1,0,not_applicable,2023,12,11,pneumonia_child,5,6,0,2,0,232.0,66.0,1,solar,4
2239,district_hospital,O2_0105,peri_urban,69,0,0,0,0,oxygen_concentrator,1,0,5.7,0,3,3,27,0,0,0,0,0,0,4,piping_system_leak,2024,6,11,surgical_anaesthesia,0,11,0,5,3,266.0,111.0,0,grid_unreliable,7
2240,district_hospital,O2_0039,peri_urban,79,0,0,0,0,oxygen_concentrator,1,0,7.3,0,4,9,0,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,9,15,severe_malaria,0,15,0,6,7,259.0,94.0,1,grid_reliable,4
2241,district_hospital,O2_0184,rural,12,0,0,0,0,cylinder_portable,0,0,2.6,0,4,8,14,0,0,0,0,1,1,0,not_applicable,2024,12,5,other_hypoxemia,2,3,0,3,0,210.0,21.0,0,generator_only,0
2242,district_hospital,O2_0145,urban,33,1,0,0,0,cylinder_portable,0,0,0.3,0,2,2,70,0,1,1,1,1,1,4,concentrator_malfunction,2022,11,13,sepsis,8,5,0,3,0,390.0,103.0,0,none,7
2243,district_hospital,O2_0122,peri_urban,7,0,0,0,0,oxygen_concentrator,0,0,0.0,0,3,6,7,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,9,10,pneumonia_child,0,10,0,4,4,159.0,64.0,0,grid_unreliable,0
2244,district_hospital,O2_0148,rural,81,0,0,0,0,cylinder_portable,0,0,0.2,0,1,2,17,0,0,0,0,0,0,2,demand_surge,2021,12,13,COPD_exacerbation,0,13,0,2,1,206.0,124.0,0,grid_unreliable,7
2245,district_hospital,O2_0095,peri_urban,74,0,0,0,0,cylinder_portable,0,0,2.4,0,2,2,17,0,0,0,0,0,0,20,cylinder_delivery_delay,2023,11,18,severe_malaria,0,18,0,6,7,76.0,53.0,0,none,31
2246,district_hospital,O2_0060,rural,96,0,0,0,0,cylinder_piped,0,0,1.1,0,2,2,11,0,0,0,0,1,1,6,cylinder_delivery_delay,2022,2,10,COPD_exacerbation,1,9,1,5,0,300.0,83.0,1,solar,25
2247,district_hospital,O2_0104,rural,108,0,0,0,0,cylinder_portable,0,0,1.2,0,3,5,40,0,1,1,0,0,0,11,concentrator_malfunction,2022,1,15,pneumonia_adult,0,15,0,10,2,250.0,89.0,1,generator_only,3
2248,district_hospital,O2_0077,urban,51,0,0,0,0,cylinder_portable,0,0,0.7,0,2,0,14,0,0,0,0,0,0,30,funding_for_refill,2022,2,13,severe_malaria,0,13,0,5,4,154.0,9.0,1,none,3
2249,district_hospital,O2_0046,urban,66,0,0,0,0,cylinder_portable,0,0,6.4,0,2,4,27,0,1,1,1,0,0,1,power_outage,2024,12,11,pneumonia_adult,0,11,0,6,3,240.0,33.0,0,grid_unreliable,14
2250,district_hospital,O2_0138,rural,11,0,0,0,0,LOX_bulk_tank,0,0,4.4,0,1,3,20,0,0,0,0,1,1,0,not_applicable,2024,3,9,surgical_anaesthesia,4,5,1,3,0,83.0,35.0,0,grid_unreliable,31
2251,district_hospital,O2_0002,peri_urban,101,0,0,0,0,cylinder_portable,0,0,0.1,0,4,5,20,0,0,0,0,0,0,2,concentrator_malfunction,2022,6,12,pneumonia_child,0,12,0,5,2,176.0,4.0,1,solar,0
2252,district_hospital,O2_0113,urban,91,0,0,0,0,oxygen_concentrator,1,0,3.9,0,4,7,3,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,7,13,heart_failure,0,13,0,3,3,281.0,82.0,0,none,9
2253,district_hospital,O2_0162,urban,61,0,0,0,1,cylinder_portable,0,0,0.9,1,2,4,60,0,1,1,0,0,0,4,piping_system_leak,2023,8,11,COVID19_severe,0,11,0,4,4,190.0,58.0,0,generator_only,3
2254,district_hospital,O2_0024,rural,32,0,0,0,0,cylinder_portable,0,0,4.2,0,1,2,0,0,0,0,0,1,1,3,cylinder_delivery_delay,2021,2,4,COVID19_severe,1,3,1,0,0,77.0,15.0,0,none,0
2255,district_hospital,O2_0155,rural,34,0,0,0,0,oxygen_concentrator,3,1,1.0,0,0,6,18,0,1,1,0,1,1,0,not_applicable,2023,9,12,pneumonia_child,8,4,0,3,0,228.0,38.0,1,none,6
2256,district_hospital,O2_0117,rural,98,0,0,0,0,none,0,0,6.0,0,5,7,5,0,0,0,0,1,1,0,not_applicable,2024,6,9,other_hypoxemia,3,6,0,4,0,228.0,12.0,1,none,28
2257,district_hospital,O2_0110,urban,39,0,0,0,0,oxygen_concentrator,0,0,6.6,1,2,5,4,0,0,0,0,1,0,5,concentrator_malfunction,2024,12,11,COPD_exacerbation,4,7,1,4,0,157.0,68.0,0,generator_only,3
2258,district_hospital,O2_0164,rural,80,0,0,0,0,oxygen_concentrator,1,0,1.1,0,4,7,9,0,1,0,0,0,0,2,cylinder_delivery_delay,2023,8,7,pneumonia_child,0,7,0,1,2,223.0,33.0,1,grid_unreliable,8
2259,district_hospital,O2_0196,rural,53,0,0,0,0,oxygen_concentrator,3,1,0.7,0,6,6,14,0,1,0,0,1,1,1,cylinder_delivery_delay,2023,4,6,pneumonia_adult,1,5,0,2,0,91.0,18.0,1,generator_only,29
2260,district_hospital,O2_0176,rural,5,0,0,0,0,none,0,0,0.2,1,4,4,73,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,9,11,surgical_anaesthesia,0,11,0,5,2,289.0,9.0,1,generator_only,10
2261,district_hospital,O2_0173,rural,76,0,0,0,0,cylinder_piped,0,0,0.2,0,2,6,22,0,1,0,0,1,0,0,not_applicable,2022,10,8,pneumonia_child,4,4,1,3,0,208.0,19.0,0,solar,0
2262,district_hospital,O2_0041,rural,54,0,0,0,0,none,0,0,2.8,0,4,4,31,0,0,0,0,1,0,0,not_applicable,2021,6,16,pneumonia_child,7,9,1,3,0,115.0,23.0,0,none,31
2263,district_hospital,O2_0100,peri_urban,30,0,0,0,0,cylinder_piped,2,0,2.6,0,2,1,66,0,1,0,0,0,0,14,concentrator_malfunction,2023,6,10,severe_malaria,0,10,0,4,1,210.0,135.0,0,grid_unreliable,10
2264,district_hospital,O2_0057,urban,47,0,0,0,0,oxygen_concentrator,2,0,6.7,0,1,6,18,0,1,1,0,0,0,3,power_outage,2023,10,17,pneumonia_adult,0,17,0,9,5,355.0,48.0,0,grid_unreliable,10
2265,district_hospital,O2_0099,peri_urban,93,0,0,0,0,cylinder_portable,4,2,2.4,0,1,4,30,0,0,0,0,1,0,0,not_applicable,2024,11,14,pneumonia_child,5,9,0,3,0,187.0,59.0,0,grid_reliable,1
2266,district_hospital,O2_0083,rural,15,0,0,0,0,oxygen_concentrator,2,1,0.7,0,2,6,24,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,5,16,pneumonia_adult,0,16,0,6,3,172.0,0.0,1,solar,12
2267,district_hospital,O2_0142,urban,103,0,0,0,0,oxygen_concentrator,0,0,0.6,0,2,4,15,0,1,1,0,1,0,0,not_applicable,2021,12,12,trauma,3,9,1,5,0,188.0,52.0,1,none,33
2268,district_hospital,O2_0072,rural,119,0,0,0,0,oxygen_concentrator,3,1,6.2,0,1,4,15,0,1,0,0,1,1,0,not_applicable,2024,8,16,pneumonia_child,6,10,0,3,0,168.0,46.0,0,generator_only,5
2269,district_hospital,O2_0109,peri_urban,44,0,0,0,0,cylinder_piped,0,0,9.6,0,4,4,9,0,1,0,0,1,1,0,not_applicable,2022,1,13,neonatal_respiratory,5,8,1,5,0,253.0,229.0,0,none,6
2270,district_hospital,O2_0117,urban,100,0,0,0,0,cylinder_portable,0,0,1.0,0,1,4,28,0,1,0,0,0,0,3,demand_surge,2021,9,10,COPD_exacerbation,0,10,0,3,5,265.0,34.0,1,generator_only,5
2271,district_hospital,O2_0146,peri_urban,206,0,0,0,0,cylinder_portable,0,0,5.7,0,1,4,14,0,0,0,0,0,0,16,funding_for_refill,2024,10,19,neonatal_respiratory,0,19,0,5,9,185.0,19.0,1,grid_unreliable,14
2272,district_hospital,O2_0130,urban,75,0,0,1,0,oxygen_concentrator,5,2,1.4,0,2,1,23,0,0,0,0,1,1,0,not_applicable,2023,11,17,sepsis,8,9,1,4,0,113.0,11.0,0,none,21
2273,district_hospital,O2_0105,urban,93,0,0,0,0,oxygen_concentrator,1,0,1.4,0,4,1,0,0,0,0,0,1,1,2,cylinder_delivery_delay,2023,10,12,heart_failure,6,6,1,3,0,310.0,5.0,1,grid_unreliable,9
2274,district_hospital,O2_0197,peri_urban,26,0,0,1,0,oxygen_concentrator,4,2,10.3,0,3,3,63,0,1,0,0,1,1,0,not_applicable,2023,10,21,pneumonia_child,11,10,0,5,0,111.0,174.0,0,grid_reliable,1
2275,district_hospital,O2_0103,rural,92,0,0,0,0,cylinder_piped,0,0,1.3,0,1,2,6,0,0,0,0,1,0,0,not_applicable,2022,1,11,pneumonia_adult,5,6,0,1,0,211.0,9.0,0,generator_only,2
2276,district_hospital,O2_0110,peri_urban,42,0,0,0,0,oxygen_concentrator,1,0,2.5,0,5,5,68,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,7,11,COVID19_severe,0,11,0,5,3,104.0,197.0,1,grid_unreliable,6
2277,district_hospital,O2_0077,rural,98,0,1,0,0,oxygen_concentrator,3,1,0.9,0,2,4,20,0,0,0,0,1,1,1,demand_surge,2022,9,13,pneumonia_adult,4,9,0,3,0,172.0,45.0,1,generator_only,34
2278,district_hospital,O2_0130,rural,115,0,0,0,0,oxygen_concentrator,0,0,1.4,0,1,5,66,0,0,0,0,0,0,11,empty_cylinders_not_collected,2024,11,9,asthma_severe,0,9,0,8,3,152.0,18.0,0,grid_unreliable,2
2279,district_hospital,O2_0015,rural,98,0,1,0,0,cylinder_portable,0,0,1.2,0,0,4,10,0,1,0,0,0,0,1,funding_for_refill,2021,12,14,neonatal_respiratory,0,14,0,4,2,226.0,80.0,0,grid_reliable,3
2280,district_hospital,O2_0197,peri_urban,32,0,0,0,0,oxygen_concentrator,2,1,3.2,0,0,3,45,0,0,0,0,0,0,18,PSA_plant_breakdown,2024,5,13,pneumonia_child,0,13,0,5,3,137.0,5.0,0,solar,8
2281,district_hospital,O2_0186,urban,31,0,0,0,0,cylinder_piped,0,0,6.5,1,4,2,0,0,0,0,0,1,1,0,not_applicable,2023,5,13,neonatal_respiratory,4,9,1,4,0,255.0,81.0,1,generator_only,44
2282,district_hospital,O2_0117,rural,54,0,0,0,0,PSA_plant_onsite,0,0,0.6,0,2,5,0,1,0,0,0,0,0,1,cylinder_delivery_delay,2022,12,10,pneumonia_child,0,10,0,5,5,5.0,16.0,0,solar,1
2283,district_hospital,O2_0189,rural,41,0,0,0,0,cylinder_portable,0,0,0.9,0,3,3,34,0,0,0,0,0,0,2,supplier_stockout,2024,2,10,severe_malaria,0,10,0,4,1,119.0,88.0,0,grid_unreliable,13
2284,district_hospital,O2_0103,rural,35,0,0,0,0,cylinder_piped,0,0,2.4,0,1,5,4,0,1,1,1,0,0,1,empty_cylinders_not_collected,2024,11,12,pneumonia_adult,0,12,0,6,3,148.0,41.0,0,none,1
2285,district_hospital,O2_0117,peri_urban,144,0,0,0,0,oxygen_concentrator,3,1,13.5,0,5,4,10,0,0,0,0,0,0,20,no_oxygen_source,2023,5,10,pneumonia_adult,0,10,0,4,2,149.0,41.0,1,none,1
2286,district_hospital,O2_0171,rural,18,0,0,0,0,cylinder_portable,0,0,0.8,0,3,7,22,0,0,0,0,0,0,8,cylinder_delivery_delay,2024,4,10,other_hypoxemia,0,10,0,5,2,200.0,35.0,0,none,4
2287,district_hospital,O2_0124,rural,39,0,0,0,0,oxygen_concentrator,1,0,7.4,1,4,3,35,0,0,0,0,0,0,7,demand_surge,2024,6,6,surgical_anaesthesia,0,6,0,5,1,337.0,65.0,0,solar,26
2288,district_hospital,O2_0181,peri_urban,110,0,0,1,0,cylinder_portable,0,0,14.8,0,2,5,28,0,0,0,0,1,1,0,not_applicable,2023,8,15,pneumonia_adult,4,11,1,6,0,233.0,98.0,1,solar,53
2289,district_hospital,O2_0176,rural,52,0,0,0,0,cylinder_piped,0,0,21.7,0,3,7,17,0,0,0,0,0,0,5,supplier_stockout,2024,9,13,neonatal_respiratory,0,13,0,6,4,160.0,86.0,0,grid_unreliable,15
2290,district_hospital,O2_0191,peri_urban,44,0,0,0,0,cylinder_portable,0,0,3.1,0,4,1,2,0,0,0,0,0,0,6,concentrator_malfunction,2021,6,11,pneumonia_adult,0,11,0,4,2,186.0,6.0,0,solar,24
2291,district_hospital,O2_0089,urban,125,0,0,0,0,cylinder_portable,4,1,15.9,1,4,5,34,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,5,16,pneumonia_adult,0,16,0,6,6,99.0,3.0,1,none,8
2292,district_hospital,O2_0199,rural,29,0,0,0,0,none,1,0,3.8,0,3,2,8,0,0,0,0,1,0,1,concentrator_malfunction,2021,2,13,pneumonia_child,6,7,1,4,0,276.0,31.0,0,grid_reliable,14
2293,district_hospital,O2_0180,peri_urban,87,0,0,0,1,none,1,0,8.3,1,4,2,50,0,1,1,1,0,0,10,no_oxygen_source,2023,9,11,pneumonia_child,0,11,0,6,1,117.0,200.0,0,grid_unreliable,0
2294,district_hospital,O2_0053,rural,5,0,0,0,0,cylinder_portable,1,0,8.6,1,2,5,3,0,0,0,0,1,0,3,PSA_plant_breakdown,2024,12,12,pneumonia_child,3,9,1,2,0,220.0,41.0,1,grid_unreliable,24
2295,district_hospital,O2_0009,rural,79,0,0,0,0,oxygen_concentrator,3,1,21.7,0,3,6,0,0,0,0,0,1,1,0,not_applicable,2024,1,13,heart_failure,2,11,0,5,0,192.0,9.0,0,none,1
2296,district_hospital,O2_0142,rural,80,0,0,0,0,oxygen_concentrator,2,1,14.0,1,3,7,33,0,0,0,0,1,0,0,not_applicable,2023,10,10,trauma,4,6,0,3,0,224.0,3.0,0,solar,17
2297,district_hospital,O2_0077,urban,66,0,0,0,0,cylinder_piped,0,0,4.8,0,2,2,45,0,0,0,0,0,0,7,concentrator_malfunction,2022,12,6,COPD_exacerbation,0,6,0,3,2,275.0,20.0,0,grid_unreliable,40
2298,district_hospital,O2_0026,rural,66,0,0,0,0,none,2,1,10.9,0,0,4,1,0,1,1,0,1,1,0,not_applicable,2021,10,8,neonatal_respiratory,4,4,0,2,0,179.0,50.0,1,none,4
2299,district_hospital,O2_0116,rural,100,1,1,0,0,oxygen_concentrator,4,1,3.1,0,8,6,18,0,1,1,0,0,0,1,cylinder_delivery_delay,2022,1,11,pneumonia_child,0,11,0,4,3,64.0,5.0,0,none,27
2300,district_hospital,O2_0099,urban,72,0,0,0,0,cylinder_piped,0,0,2.8,0,1,5,38,0,0,0,0,0,0,7,power_outage,2021,7,13,asthma_severe,0,13,0,9,4,147.0,65.0,0,generator_only,9
2301,district_hospital,O2_0114,urban,26,0,0,0,0,oxygen_concentrator,3,1,1.7,0,1,4,32,0,1,0,0,0,0,1,cylinder_delivery_delay,2021,11,10,COPD_exacerbation,0,10,0,8,4,221.0,199.0,0,solar,0
2302,district_hospital,O2_0015,peri_urban,98,0,0,0,0,cylinder_portable,0,0,9.3,0,4,3,24,0,1,0,0,1,1,0,not_applicable,2024,10,10,COPD_exacerbation,4,6,0,5,0,214.0,52.0,1,grid_unreliable,9
2303,district_hospital,O2_0157,rural,120,0,0,0,0,none,0,0,5.4,0,7,2,2,0,0,0,0,0,0,27,concentrator_malfunction,2024,5,13,pneumonia_adult,0,13,0,8,3,181.0,26.0,0,none,7
2304,district_hospital,O2_0124,urban,54,0,0,0,0,oxygen_concentrator,4,1,0.3,0,3,4,9,0,0,0,0,1,1,8,cylinder_delivery_delay,2022,10,13,pneumonia_adult,5,8,0,4,0,162.0,34.0,1,grid_unreliable,9
2305,district_hospital,O2_0154,urban,14,1,0,0,0,oxygen_concentrator,0,0,6.6,0,3,5,3,0,1,0,0,1,0,2,empty_cylinders_not_collected,2022,11,12,other_hypoxemia,7,5,0,3,0,75.0,30.0,0,solar,0
2306,district_hospital,O2_0057,peri_urban,17,0,0,0,0,oxygen_concentrator,3,0,1.7,1,2,2,4,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,11,9,pneumonia_child,0,9,0,5,0,216.0,55.0,0,solar,33
2307,district_hospital,O2_0095,peri_urban,71,0,0,0,0,cylinder_portable,0,0,0.9,0,3,1,15,0,1,0,0,1,1,0,not_applicable,2024,1,6,asthma_severe,3,3,0,1,0,105.0,28.0,0,grid_unreliable,2
2308,district_hospital,O2_0072,urban,56,0,0,0,0,none,0,0,0.4,0,5,4,12,0,1,0,0,0,0,1,concentrator_malfunction,2023,11,14,neonatal_respiratory,0,14,0,2,4,99.0,6.0,0,grid_unreliable,4
2309,district_hospital,O2_0020,peri_urban,82,0,0,0,0,none,0,0,0.3,1,3,6,55,0,0,0,0,0,0,2,supplier_stockout,2022,3,13,neonatal_respiratory,0,13,0,8,3,187.0,19.0,0,none,13
2310,district_hospital,O2_0175,peri_urban,95,0,0,0,0,cylinder_portable,0,0,0.4,0,3,4,17,0,0,0,0,1,1,0,not_applicable,2021,6,9,heart_failure,3,6,1,4,0,221.0,48.0,0,solar,6
2311,district_hospital,O2_0052,urban,95,0,0,0,1,oxygen_concentrator,4,2,23.0,1,2,8,6,0,0,0,0,1,1,1,funding_for_refill,2023,1,8,pneumonia_adult,5,3,0,1,0,140.0,5.0,0,none,17
2312,district_hospital,O2_0139,urban,59,0,0,0,0,LOX_bulk_tank,0,0,3.7,0,0,3,11,0,0,0,0,1,1,1,cylinder_delivery_delay,2021,5,12,pneumonia_adult,8,4,0,3,0,225.0,33.0,1,none,46
2313,district_hospital,O2_0098,urban,54,0,1,0,0,cylinder_portable,0,0,3.5,0,6,6,26,0,0,0,0,0,0,1,demand_surge,2024,5,8,heart_failure,0,8,0,6,2,298.0,49.0,0,generator_only,1
2314,district_hospital,O2_0049,rural,54,0,0,0,0,cylinder_portable,0,0,3.2,0,3,4,12,0,0,0,0,0,0,19,cylinder_delivery_delay,2021,11,14,neonatal_respiratory,0,14,0,5,2,185.0,15.0,1,grid_unreliable,37
2315,district_hospital,O2_0131,rural,28,0,0,0,1,oxygen_concentrator,2,0,5.4,1,5,0,1,0,1,0,0,0,0,1,regulator_valve_failure,2023,11,12,neonatal_respiratory,0,12,0,4,4,264.0,11.0,1,generator_only,2
2316,district_hospital,O2_0076,peri_urban,66,0,0,0,0,oxygen_concentrator,5,2,19.2,0,5,2,5,0,1,0,0,1,1,1,funding_for_refill,2022,3,15,pneumonia_child,7,8,1,6,0,162.0,51.0,0,grid_unreliable,26
2317,district_hospital,O2_0015,peri_urban,78,0,0,0,0,LOX_bulk_tank,3,1,4.7,0,4,4,23,0,1,0,0,1,1,0,not_applicable,2022,10,17,COVID19_severe,6,11,0,4,0,212.0,4.0,0,grid_reliable,19
2318,district_hospital,O2_0010,rural,46,0,0,0,0,oxygen_concentrator,3,1,4.3,0,4,4,9,0,1,0,0,1,0,6,funding_for_refill,2024,2,7,other_hypoxemia,2,5,0,2,0,315.0,69.0,1,none,5
2319,district_hospital,O2_0060,peri_urban,5,0,0,0,0,cylinder_portable,0,0,1.2,0,4,3,0,0,1,0,0,0,0,11,no_oxygen_source,2022,11,13,pneumonia_child,0,13,0,4,3,138.0,7.0,1,grid_unreliable,10
2320,district_hospital,O2_0022,rural,101,0,0,1,0,cylinder_piped,2,0,1.0,0,3,2,4,0,1,0,0,0,0,21,funding_for_refill,2023,1,7,pneumonia_adult,0,7,0,2,3,156.0,17.0,1,grid_reliable,10
2321,district_hospital,O2_0189,rural,5,0,0,0,0,oxygen_concentrator,1,0,1.9,0,1,3,18,0,0,0,0,1,1,0,not_applicable,2023,2,14,neonatal_respiratory,4,10,1,5,0,233.0,10.0,1,generator_only,3
2322,district_hospital,O2_0062,rural,5,0,0,0,0,cylinder_piped,0,0,0.7,0,2,5,21,0,0,0,0,0,0,12,cylinder_delivery_delay,2022,1,14,pneumonia_child,0,14,0,7,0,64.0,22.0,1,none,13
2323,district_hospital,O2_0034,peri_urban,94,0,1,0,0,cylinder_portable,0,0,2.2,0,3,0,31,0,0,0,0,1,0,0,not_applicable,2023,10,10,pneumonia_child,6,4,0,2,0,181.0,1.0,1,none,12
2324,district_hospital,O2_0063,peri_urban,105,0,0,0,0,oxygen_concentrator,1,0,6.8,0,4,3,47,0,1,1,0,0,0,13,piping_system_leak,2023,2,13,pneumonia_child,0,13,0,6,2,106.0,79.0,0,grid_unreliable,18
2325,district_hospital,O2_0025,rural,6,0,0,0,0,LOX_bulk_tank,3,0,7.5,0,2,5,18,0,0,0,0,1,1,0,not_applicable,2024,3,13,COVID19_severe,7,6,1,3,0,68.0,133.0,0,grid_unreliable,1
2326,district_hospital,O2_0069,rural,89,0,0,0,0,cylinder_portable,2,0,5.6,0,3,2,27,0,0,0,0,0,0,2,power_outage,2022,5,8,neonatal_respiratory,0,8,0,3,4,129.0,85.0,0,generator_only,2
2327,district_hospital,O2_0109,urban,33,0,0,0,0,cylinder_portable,0,0,1.5,0,1,2,37,0,0,0,0,1,0,0,not_applicable,2023,11,14,COVID19_severe,5,9,1,6,0,256.0,8.0,1,none,6
2328,district_hospital,O2_0135,urban,5,0,0,0,0,cylinder_portable,0,0,0.6,0,1,2,3,0,0,0,0,0,0,5,no_oxygen_source,2021,2,13,asthma_severe,0,13,0,7,4,356.0,77.0,1,solar,43
2329,district_hospital,O2_0082,urban,9,0,0,0,0,oxygen_concentrator,3,0,1.6,0,1,4,6,0,1,0,0,0,0,6,power_outage,2024,3,14,pneumonia_adult,0,14,0,8,3,132.0,73.0,0,solar,5
2330,district_hospital,O2_0173,rural,63,0,0,0,0,oxygen_concentrator,2,1,13.2,0,3,4,57,0,1,0,0,1,1,0,not_applicable,2023,1,13,pneumonia_child,7,6,1,4,0,145.0,144.0,1,none,17
2331,district_hospital,O2_0039,rural,121,0,0,0,0,none,0,0,0.5,0,5,4,1,0,0,0,0,0,0,5,regulator_valve_failure,2024,4,14,pneumonia_adult,0,14,0,7,5,114.0,14.0,0,generator_only,10
2332,district_hospital,O2_0190,rural,84,0,0,0,0,cylinder_portable,0,0,1.2,0,0,3,5,0,1,0,0,1,1,0,not_applicable,2023,10,11,COVID19_severe,5,6,1,4,0,181.0,164.0,0,grid_unreliable,4
2333,district_hospital,O2_0021,urban,86,0,0,0,0,cylinder_portable,0,0,5.6,0,4,8,27,0,1,0,0,0,0,9,concentrator_malfunction,2022,4,12,COVID19_severe,0,12,0,4,8,249.0,23.0,0,grid_unreliable,1
2334,district_hospital,O2_0164,urban,63,0,0,0,0,none,0,0,3.5,0,1,7,3,0,1,0,0,1,0,0,not_applicable,2021,11,8,pneumonia_adult,3,5,0,1,0,248.0,3.0,1,grid_unreliable,14
2335,district_hospital,O2_0004,urban,41,0,0,0,0,oxygen_concentrator,3,1,4.9,0,6,3,2,0,0,0,0,0,0,7,funding_for_refill,2022,9,9,asthma_severe,0,9,0,3,3,237.0,8.0,0,none,7
2336,district_hospital,O2_0198,urban,64,0,1,0,0,none,0,0,11.2,0,4,8,0,0,0,0,0,0,0,30,funding_for_refill,2024,11,7,sepsis,0,7,0,5,1,124.0,38.0,1,grid_reliable,1
2337,district_hospital,O2_0198,rural,41,0,0,0,0,oxygen_concentrator,2,1,12.5,0,2,3,11,0,0,0,0,0,0,1,power_outage,2024,2,11,pneumonia_child,0,11,0,4,1,269.0,100.0,0,generator_only,6
2338,district_hospital,O2_0051,peri_urban,119,0,0,1,0,cylinder_portable,0,0,7.6,0,3,3,29,0,1,1,0,0,0,18,concentrator_malfunction,2024,2,10,pneumonia_adult,0,10,0,4,2,193.0,17.0,1,generator_only,4
2339,district_hospital,O2_0021,urban,70,0,0,0,0,oxygen_concentrator,0,0,4.5,0,4,6,39,0,0,0,0,0,0,1,power_outage,2023,5,10,severe_malaria,0,10,0,4,1,243.0,4.0,0,generator_only,11
2340,district_hospital,O2_0093,peri_urban,51,0,0,0,0,cylinder_portable,0,0,4.6,0,6,7,14,0,1,0,0,0,0,1,power_outage,2023,2,15,surgical_anaesthesia,0,15,0,4,6,197.0,81.0,1,grid_reliable,21
2341,district_hospital,O2_0135,peri_urban,5,0,0,0,0,cylinder_portable,1,0,3.4,0,2,2,26,0,1,1,1,0,0,5,concentrator_malfunction,2022,3,11,COPD_exacerbation,0,11,0,3,3,186.0,78.0,1,grid_reliable,26
2342,district_hospital,O2_0100,rural,49,0,0,0,0,cylinder_piped,0,0,8.1,0,3,5,82,0,0,0,0,0,0,7,no_oxygen_source,2023,10,13,sepsis,0,13,0,4,7,168.0,23.0,0,none,4
2343,district_hospital,O2_0122,rural,8,0,0,0,1,cylinder_portable,0,0,0.8,1,3,4,0,0,0,0,0,0,0,13,concentrator_malfunction,2022,12,9,severe_malaria,0,9,0,3,3,173.0,36.0,0,none,18
2344,district_hospital,O2_0017,urban,5,0,0,0,0,cylinder_portable,0,0,2.2,0,1,3,13,0,1,0,0,1,1,0,not_applicable,2023,4,16,surgical_anaesthesia,7,9,0,2,0,154.0,101.0,1,grid_unreliable,40
2345,district_hospital,O2_0002,peri_urban,45,0,0,0,0,oxygen_concentrator,2,1,3.0,0,6,4,3,0,1,0,0,1,1,0,not_applicable,2023,5,13,heart_failure,3,10,0,5,0,172.0,84.0,0,none,39
2346,district_hospital,O2_0174,peri_urban,57,0,0,0,0,oxygen_concentrator,1,0,2.3,0,2,4,2,0,0,0,0,0,0,3,concentrator_malfunction,2022,7,19,neonatal_respiratory,0,19,0,7,7,227.0,49.0,0,none,14
2347,district_hospital,O2_0075,urban,53,0,0,0,0,cylinder_portable,1,0,3.3,0,1,8,3,0,0,0,0,0,0,12,power_outage,2024,5,11,severe_malaria,0,11,0,3,0,229.0,90.0,1,grid_unreliable,7
2348,district_hospital,O2_0085,peri_urban,83,0,0,0,0,oxygen_concentrator,4,1,2.8,0,1,1,10,0,1,0,0,0,0,14,concentrator_malfunction,2021,2,10,trauma,0,10,0,7,1,197.0,17.0,1,grid_unreliable,9
2349,district_hospital,O2_0197,rural,134,0,0,0,0,none,0,0,6.7,0,5,12,63,0,1,1,0,0,0,10,concentrator_malfunction,2021,8,13,surgical_anaesthesia,0,13,0,3,4,157.0,11.0,1,generator_only,0
2350,district_hospital,O2_0150,rural,109,0,0,0,0,none,0,0,4.0,0,2,3,1,0,0,0,0,0,0,17,cylinder_delivery_delay,2021,11,13,heart_failure,0,13,0,5,4,0.0,13.0,1,none,8
2351,district_hospital,O2_0071,peri_urban,65,0,0,0,1,none,0,0,2.6,1,5,5,16,0,0,0,0,1,0,0,not_applicable,2021,4,10,COPD_exacerbation,3,7,1,3,0,387.0,68.0,0,generator_only,4
2352,district_hospital,O2_0040,peri_urban,34,0,0,0,0,none,0,0,4.5,0,3,2,6,0,0,0,0,0,0,7,PSA_plant_breakdown,2022,6,12,surgical_anaesthesia,0,12,0,7,3,129.0,9.0,1,none,4
2353,district_hospital,O2_0088,urban,84,0,0,1,0,oxygen_concentrator,1,0,3.6,0,7,6,14,0,0,0,0,0,0,1,concentrator_malfunction,2022,5,11,pneumonia_adult,0,11,0,5,1,172.0,32.0,0,generator_only,0
2354,district_hospital,O2_0124,urban,70,0,0,0,0,cylinder_portable,0,0,1.6,0,2,3,0,0,0,0,0,0,0,10,concentrator_malfunction,2021,12,10,COPD_exacerbation,0,10,0,2,2,171.0,113.0,1,solar,49
2355,district_hospital,O2_0145,urban,58,0,0,0,0,oxygen_concentrator,3,0,3.5,1,2,6,31,0,1,1,0,0,0,10,demand_surge,2021,11,16,sepsis,0,16,0,7,4,154.0,1.0,1,generator_only,2
2356,district_hospital,O2_0074,rural,72,0,0,0,0,oxygen_concentrator,2,1,5.1,0,7,3,0,0,1,0,0,1,0,1,cylinder_delivery_delay,2021,10,16,pneumonia_child,9,7,0,5,0,244.0,9.0,0,generator_only,16
2357,district_hospital,O2_0157,peri_urban,105,0,0,0,0,oxygen_concentrator,3,0,8.3,1,2,3,38,0,1,1,0,0,0,10,demand_surge,2023,9,14,neonatal_respiratory,0,14,0,6,3,288.0,39.0,0,none,3
2358,district_hospital,O2_0078,rural,93,0,0,0,0,cylinder_portable,0,0,1.6,0,2,4,64,0,0,0,0,1,1,6,demand_surge,2022,9,7,severe_malaria,1,6,1,1,0,118.0,92.0,0,solar,10
2359,district_hospital,O2_0164,urban,5,0,0,0,0,cylinder_piped,5,0,8.4,0,5,5,55,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,10,18,severe_malaria,0,18,0,10,0,240.0,179.0,0,grid_unreliable,4
2360,district_hospital,O2_0159,peri_urban,95,0,0,1,0,cylinder_portable,0,0,5.3,0,1,5,69,0,1,1,0,0,0,3,no_oxygen_source,2023,7,15,COVID19_severe,0,15,0,8,2,194.0,18.0,0,none,27
2361,district_hospital,O2_0064,rural,5,0,0,1,0,oxygen_concentrator,2,0,5.2,0,1,2,30,0,0,0,0,0,0,2,piping_system_leak,2023,12,11,asthma_severe,0,11,0,2,1,160.0,31.0,1,generator_only,2
2362,district_hospital,O2_0006,rural,68,0,0,0,0,cylinder_piped,0,0,3.6,0,0,2,44,0,0,0,0,1,0,0,not_applicable,2022,3,14,surgical_anaesthesia,2,12,1,3,0,149.0,37.0,0,grid_unreliable,2
2363,district_hospital,O2_0166,urban,92,0,0,0,0,none,0,0,1.6,0,5,6,2,0,0,0,0,0,0,2,regulator_valve_failure,2023,5,12,COPD_exacerbation,0,12,0,6,6,266.0,42.0,0,solar,13
2364,district_hospital,O2_0104,rural,102,0,0,0,0,cylinder_portable,3,2,1.4,0,0,3,12,0,1,1,1,0,0,25,no_oxygen_source,2021,12,15,heart_failure,0,15,0,4,2,307.0,4.0,0,grid_unreliable,15
2365,district_hospital,O2_0048,peri_urban,32,0,0,0,0,cylinder_portable,0,0,1.5,0,5,3,8,0,0,0,0,0,0,1,power_outage,2021,9,13,COVID19_severe,0,13,0,5,2,55.0,76.0,0,solar,7
2366,district_hospital,O2_0154,rural,59,0,1,0,0,cylinder_piped,0,0,9.9,0,2,1,1,0,1,1,0,0,0,9,concentrator_malfunction,2024,1,11,COVID19_severe,0,11,0,2,0,304.0,17.0,0,grid_unreliable,2
2367,district_hospital,O2_0148,rural,47,0,0,0,0,cylinder_portable,0,0,3.2,0,3,6,8,0,0,0,0,0,0,12,empty_cylinders_not_collected,2022,9,12,surgical_anaesthesia,0,12,0,7,4,111.0,5.0,1,none,15
2368,district_hospital,O2_0047,rural,160,0,0,0,0,cylinder_portable,0,0,0.8,0,5,5,4,0,1,0,0,1,1,0,not_applicable,2022,10,13,pneumonia_adult,6,7,1,3,0,261.0,2.0,0,none,6
2369,district_hospital,O2_0027,rural,62,0,0,0,0,cylinder_piped,0,0,0.8,0,6,5,3,0,1,0,0,1,0,0,not_applicable,2021,2,13,sepsis,5,8,1,4,0,136.0,96.0,0,none,2
2370,district_hospital,O2_0018,urban,98,0,0,1,0,oxygen_concentrator,5,1,1.5,1,3,5,19,0,0,0,0,0,0,27,concentrator_malfunction,2023,9,17,severe_malaria,0,17,0,8,6,353.0,6.0,0,generator_only,59
2371,district_hospital,O2_0132,rural,13,0,0,0,0,cylinder_portable,0,0,5.9,0,5,4,48,0,0,0,0,0,0,13,concentrator_malfunction,2021,1,9,other_hypoxemia,0,9,0,3,3,263.0,46.0,1,grid_reliable,0
2372,district_hospital,O2_0134,rural,51,0,0,0,0,cylinder_portable,0,0,3.5,0,6,4,5,0,1,1,0,0,0,6,power_outage,2023,6,4,pneumonia_adult,0,4,0,3,1,136.0,7.0,0,grid_reliable,2
2373,district_hospital,O2_0181,rural,71,0,0,0,0,oxygen_concentrator,2,1,2.6,0,1,2,7,0,1,1,0,0,0,1,PSA_plant_breakdown,2023,10,9,pneumonia_child,0,9,0,4,2,192.0,5.0,0,grid_reliable,10
2374,district_hospital,O2_0004,rural,86,0,0,0,0,oxygen_concentrator,0,0,0.7,0,5,4,2,0,0,0,0,0,0,6,concentrator_malfunction,2024,3,10,surgical_anaesthesia,0,10,0,6,2,263.0,64.0,0,generator_only,12
2375,district_hospital,O2_0030,peri_urban,57,0,0,0,0,cylinder_portable,0,0,0.3,0,1,2,10,0,0,0,0,1,1,15,concentrator_malfunction,2024,3,7,trauma,5,2,0,1,0,267.0,41.0,0,grid_unreliable,17
2376,district_hospital,O2_0147,rural,64,0,0,0,0,cylinder_portable,0,0,1.0,0,5,2,3,0,0,0,0,0,0,22,concentrator_malfunction,2022,11,6,trauma,0,6,0,5,3,166.0,50.0,1,solar,28
2377,district_hospital,O2_0024,rural,11,0,0,0,0,oxygen_concentrator,1,0,2.2,0,3,3,40,0,1,0,0,1,1,0,not_applicable,2021,7,15,sepsis,6,9,1,4,0,96.0,58.0,1,grid_reliable,6
2378,district_hospital,O2_0090,urban,56,0,0,0,0,cylinder_portable,0,0,23.0,0,7,1,13,0,0,0,0,1,1,0,not_applicable,2022,2,10,pneumonia_child,2,8,1,2,0,153.0,53.0,1,grid_unreliable,0
2379,district_hospital,O2_0128,peri_urban,90,0,0,1,0,none,1,0,8.2,0,2,5,52,0,1,0,0,1,1,0,not_applicable,2021,9,9,pneumonia_adult,2,7,0,3,0,151.0,66.0,0,grid_unreliable,23
2380,district_hospital,O2_0037,peri_urban,59,0,0,0,0,oxygen_concentrator,4,0,2.3,0,4,6,46,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,2,7,COPD_exacerbation,0,7,0,5,4,277.0,15.0,1,grid_reliable,31
2381,district_hospital,O2_0198,peri_urban,51,0,0,0,0,cylinder_portable,0,0,0.7,0,3,1,4,0,1,0,0,1,1,6,power_outage,2022,11,13,trauma,7,6,0,1,0,121.0,97.0,1,grid_unreliable,41
2382,district_hospital,O2_0106,peri_urban,74,0,0,0,0,cylinder_portable,3,1,2.9,0,2,2,17,0,1,0,0,1,1,0,not_applicable,2024,7,18,COPD_exacerbation,9,9,1,5,0,208.0,283.0,0,grid_unreliable,17
2383,district_hospital,O2_0145,peri_urban,45,0,0,0,0,LOX_bulk_tank,1,0,0.4,0,4,4,18,0,1,1,0,0,0,13,cylinder_delivery_delay,2021,9,17,heart_failure,0,17,0,9,6,82.0,41.0,0,none,18
2384,district_hospital,O2_0112,rural,14,0,0,0,0,cylinder_piped,0,0,5.4,0,6,6,9,0,1,0,0,1,1,1,power_outage,2022,3,15,COPD_exacerbation,6,9,1,2,0,190.0,82.0,0,solar,2
2385,district_hospital,O2_0024,peri_urban,144,0,0,0,0,cylinder_piped,0,0,8.9,0,2,2,1,0,0,0,0,0,0,1,no_oxygen_source,2023,12,11,heart_failure,0,11,0,6,1,59.0,13.0,0,none,12
2386,district_hospital,O2_0084,rural,68,0,0,0,1,cylinder_piped,0,0,5.8,1,5,3,13,0,0,0,0,0,0,8,power_outage,2023,10,10,neonatal_respiratory,0,10,0,5,0,136.0,126.0,1,solar,2
2387,district_hospital,O2_0029,urban,6,0,0,0,0,cylinder_portable,5,1,6.4,1,2,3,2,0,0,0,0,1,1,2,piping_system_leak,2022,12,14,neonatal_respiratory,5,9,0,3,0,212.0,65.0,1,none,2
2388,district_hospital,O2_0138,peri_urban,81,0,0,0,0,cylinder_portable,0,0,7.1,0,0,2,7,0,0,0,0,0,0,15,concentrator_malfunction,2024,11,14,pneumonia_child,0,14,0,2,1,341.0,5.0,1,none,3
2389,district_hospital,O2_0003,peri_urban,125,0,0,0,0,LOX_bulk_tank,0,0,4.6,0,5,3,13,0,0,0,0,0,0,1,piping_system_leak,2022,9,18,COVID19_severe,0,18,0,6,5,155.0,4.0,0,none,11
2390,district_hospital,O2_0006,rural,37,0,0,0,0,oxygen_concentrator,3,0,11.4,0,5,4,17,0,0,0,0,1,1,0,not_applicable,2021,1,16,pneumonia_child,4,12,1,5,0,182.0,104.0,1,grid_unreliable,3
2391,district_hospital,O2_0092,rural,23,0,0,0,0,oxygen_concentrator,2,0,3.1,0,3,1,17,0,1,1,0,0,0,1,no_oxygen_source,2023,10,10,COVID19_severe,0,10,0,5,3,259.0,2.0,1,grid_unreliable,1
2392,district_hospital,O2_0181,rural,34,0,0,0,0,LOX_bulk_tank,0,0,3.1,0,3,1,23,0,1,0,0,1,1,0,not_applicable,2022,4,9,trauma,5,4,0,2,0,224.0,9.0,0,grid_unreliable,9
2393,district_hospital,O2_0130,rural,38,0,0,0,1,cylinder_portable,0,0,1.0,1,2,3,19,0,0,0,0,0,0,21,no_oxygen_source,2023,3,14,neonatal_respiratory,0,14,0,6,4,191.0,53.0,1,grid_unreliable,16
2394,district_hospital,O2_0051,peri_urban,5,0,0,0,0,cylinder_piped,0,0,0.2,0,0,4,59,0,0,0,0,0,0,19,cylinder_delivery_delay,2022,2,18,COVID19_severe,0,18,0,6,4,108.0,21.0,0,solar,32
2395,district_hospital,O2_0074,peri_urban,8,0,0,0,0,PSA_plant_onsite,0,0,5.1,0,3,6,36,1,0,0,0,0,0,23,power_outage,2024,3,15,COVID19_severe,0,15,0,6,4,65.0,33.0,0,generator_only,8
2396,district_hospital,O2_0041,rural,40,0,0,0,0,oxygen_concentrator,0,0,0.9,0,6,6,11,0,1,0,0,0,0,2,cylinder_delivery_delay,2024,11,13,neonatal_respiratory,0,13,0,3,3,221.0,12.0,0,none,9
2397,district_hospital,O2_0030,peri_urban,5,0,0,0,1,cylinder_portable,0,0,0.0,1,1,6,2,0,0,0,0,1,1,0,not_applicable,2022,12,13,other_hypoxemia,5,8,0,4,0,82.0,40.0,0,solar,11
2398,district_hospital,O2_0054,peri_urban,60,0,0,0,0,LOX_bulk_tank,1,0,4.3,0,1,2,7,0,1,1,0,0,0,30,cylinder_delivery_delay,2023,2,12,heart_failure,0,12,0,4,2,123.0,44.0,0,none,19
2399,district_hospital,O2_0067,rural,64,0,0,0,0,LOX_bulk_tank,0,0,1.3,0,6,3,31,0,1,0,0,0,0,30,cylinder_delivery_delay,2022,2,9,trauma,0,9,0,3,3,149.0,45.0,1,grid_unreliable,1
2400,district_hospital,O2_0062,rural,5,0,0,0,0,cylinder_portable,0,0,3.5,0,1,1,29,0,1,0,0,0,0,1,funding_for_refill,2021,1,6,other_hypoxemia,0,6,0,2,1,395.0,136.0,1,grid_unreliable,4
2401,district_hospital,O2_0097,urban,11,0,0,0,0,oxygen_concentrator,1,0,0.3,1,3,5,15,0,1,0,0,1,1,2,cylinder_delivery_delay,2023,1,15,COPD_exacerbation,4,11,1,5,0,168.0,18.0,1,solar,54
2402,district_hospital,O2_0055,urban,20,0,0,0,0,cylinder_portable,1,0,1.1,0,3,3,34,0,0,0,0,1,1,0,not_applicable,2022,2,19,pneumonia_child,6,13,0,7,0,127.0,127.0,1,none,20
2403,district_hospital,O2_0199,peri_urban,26,0,0,0,0,cylinder_portable,0,0,11.5,0,5,6,10,0,1,1,0,0,0,2,power_outage,2022,8,14,pneumonia_adult,0,14,0,6,4,145.0,67.0,0,grid_unreliable,5
2404,district_hospital,O2_0039,peri_urban,34,0,0,0,0,oxygen_concentrator,4,2,3.2,0,2,4,37,0,0,0,0,1,1,0,not_applicable,2024,12,6,asthma_severe,2,4,0,0,0,160.0,32.0,0,generator_only,1
2405,district_hospital,O2_0126,rural,31,0,0,0,0,oxygen_concentrator,2,1,4.5,0,3,1,14,0,1,0,0,1,1,0,not_applicable,2022,9,18,COVID19_severe,13,5,0,1,0,292.0,19.0,0,generator_only,4
2406,district_hospital,O2_0103,peri_urban,11,0,0,0,0,oxygen_concentrator,1,0,0.3,0,4,8,14,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,2,4,pneumonia_adult,0,4,0,2,0,176.0,72.0,0,grid_unreliable,4
2407,district_hospital,O2_0100,peri_urban,5,0,1,0,1,none,0,0,3.3,1,5,5,54,0,0,0,0,1,1,0,not_applicable,2022,2,15,pneumonia_child,6,9,1,3,0,181.0,16.0,0,generator_only,1
2408,district_hospital,O2_0046,rural,25,0,0,0,0,oxygen_concentrator,1,0,7.9,0,6,2,24,0,1,1,1,1,1,4,regulator_valve_failure,2023,2,5,pneumonia_child,1,4,0,3,0,140.0,65.0,0,none,19
2409,district_hospital,O2_0142,rural,127,0,0,0,0,oxygen_concentrator,2,1,7.4,0,2,1,14,0,1,1,1,0,0,2,power_outage,2023,5,9,other_hypoxemia,0,9,0,4,4,148.0,90.0,0,generator_only,19
2410,district_hospital,O2_0086,urban,126,0,0,0,0,none,0,0,2.2,0,3,2,18,0,1,0,0,0,0,14,power_outage,2024,12,9,trauma,0,9,0,4,2,287.0,9.0,1,grid_unreliable,11
2411,district_hospital,O2_0135,peri_urban,115,0,0,0,0,oxygen_concentrator,2,0,4.5,0,3,4,2,0,0,0,0,1,0,15,cylinder_delivery_delay,2021,6,12,pneumonia_child,5,7,0,1,0,159.0,23.0,0,solar,24
2412,district_hospital,O2_0074,urban,60,0,0,0,0,cylinder_portable,0,0,0.9,0,5,5,23,0,0,0,0,1,1,4,funding_for_refill,2022,6,13,COVID19_severe,7,6,1,3,0,239.0,24.0,1,grid_unreliable,2
2413,district_hospital,O2_0111,urban,64,0,0,0,0,cylinder_portable,0,0,9.0,0,3,4,17,0,0,0,0,0,0,19,concentrator_malfunction,2024,8,14,trauma,0,14,0,6,1,111.0,110.0,0,none,1
2414,district_hospital,O2_0072,rural,138,0,0,0,1,cylinder_portable,1,0,1.3,1,3,9,15,0,0,0,0,1,0,0,not_applicable,2023,1,10,other_hypoxemia,3,7,0,2,0,184.0,77.0,0,none,0
2415,district_hospital,O2_0121,urban,75,0,0,0,0,PSA_plant_onsite,0,0,35.1,0,2,3,6,1,0,0,0,0,0,4,regulator_valve_failure,2021,1,15,pneumonia_adult,0,15,0,5,4,54.0,59.0,0,grid_unreliable,6
2416,district_hospital,O2_0112,rural,19,0,0,0,0,oxygen_concentrator,2,0,2.2,0,0,7,17,0,0,0,0,1,1,0,not_applicable,2023,2,9,pneumonia_child,4,5,1,1,0,171.0,10.0,1,solar,10
2417,district_hospital,O2_0154,urban,67,0,0,0,0,cylinder_portable,1,0,3.8,0,2,6,0,0,0,0,0,1,0,0,not_applicable,2022,1,16,COPD_exacerbation,8,8,1,4,0,273.0,40.0,0,grid_reliable,3
2418,district_hospital,O2_0067,rural,100,0,0,0,0,oxygen_concentrator,7,4,17.8,0,1,7,1,0,0,0,0,1,1,0,not_applicable,2023,9,12,surgical_anaesthesia,8,4,1,2,0,172.0,37.0,0,none,24
2419,district_hospital,O2_0007,peri_urban,5,0,0,0,0,oxygen_concentrator,4,1,51.7,0,2,4,10,0,0,0,0,1,1,0,not_applicable,2021,7,12,severe_malaria,1,11,1,7,0,124.0,179.0,0,solar,38
2420,district_hospital,O2_0109,urban,42,0,0,0,0,cylinder_portable,0,0,16.4,0,4,4,5,0,1,0,0,1,0,0,not_applicable,2022,7,11,COVID19_severe,6,5,1,1,0,169.0,15.0,1,grid_reliable,47
2421,district_hospital,O2_0123,urban,83,0,0,0,0,cylinder_piped,0,0,9.8,1,5,2,34,0,1,1,1,0,0,19,power_outage,2024,5,10,pneumonia_adult,0,10,0,5,4,110.0,8.0,0,grid_unreliable,6
2422,district_hospital,O2_0158,rural,20,0,0,0,0,cylinder_portable,0,0,9.4,0,2,5,63,0,1,1,0,1,1,0,not_applicable,2022,4,13,severe_malaria,4,9,1,4,0,185.0,74.0,0,generator_only,27
2423,district_hospital,O2_0145,rural,59,0,0,0,0,none,0,0,5.2,0,3,3,2,0,0,0,0,1,1,0,not_applicable,2024,1,13,pneumonia_adult,7,6,0,2,0,132.0,22.0,0,grid_reliable,0
2424,district_hospital,O2_0199,rural,5,0,0,0,0,cylinder_portable,0,0,2.8,0,3,5,0,0,1,1,1,0,0,25,cylinder_delivery_delay,2021,1,24,heart_failure,0,24,0,12,6,375.0,28.0,0,generator_only,1
2425,district_hospital,O2_0145,peri_urban,107,0,0,0,0,cylinder_portable,0,0,1.3,0,0,4,50,0,1,0,0,0,0,7,funding_for_refill,2024,8,14,pneumonia_adult,0,14,0,8,6,257.0,310.0,0,grid_unreliable,51
2426,district_hospital,O2_0142,urban,5,0,0,0,0,cylinder_portable,0,0,2.6,1,1,3,1,0,0,0,0,0,0,10,demand_surge,2024,11,11,asthma_severe,0,11,0,6,1,244.0,20.0,1,solar,0
2427,district_hospital,O2_0041,urban,191,0,0,0,0,LOX_bulk_tank,0,0,1.6,0,6,8,6,0,1,0,0,0,0,15,supplier_stockout,2023,2,11,severe_malaria,0,11,0,4,4,190.0,1.0,0,grid_unreliable,15
2428,district_hospital,O2_0165,rural,76,0,0,0,0,LOX_bulk_tank,6,4,2.1,0,2,5,14,0,1,0,0,1,1,0,not_applicable,2023,9,10,trauma,4,6,0,5,0,248.0,7.0,0,solar,4
2429,district_hospital,O2_0193,peri_urban,80,0,0,0,0,oxygen_concentrator,3,0,0.5,0,1,3,47,0,0,0,0,0,0,15,cylinder_delivery_delay,2022,1,3,neonatal_respiratory,0,3,0,2,1,134.0,7.0,0,grid_reliable,0
2430,district_hospital,O2_0048,rural,73,0,0,0,0,oxygen_concentrator,4,1,0.2,0,4,6,38,0,0,0,0,1,1,8,concentrator_malfunction,2024,1,8,other_hypoxemia,4,4,1,2,0,224.0,28.0,1,generator_only,0
2431,district_hospital,O2_0117,urban,48,0,0,0,0,cylinder_portable,0,0,4.7,0,5,3,7,0,0,0,0,1,0,1,demand_surge,2024,11,13,pneumonia_child,6,7,0,3,0,268.0,117.0,0,none,4
2432,district_hospital,O2_0151,peri_urban,50,0,0,0,0,none,0,0,7.4,0,7,0,19,0,1,0,0,0,0,7,no_oxygen_source,2023,3,10,neonatal_respiratory,0,10,0,6,3,144.0,48.0,0,solar,2
2433,district_hospital,O2_0003,rural,124,0,0,1,0,PSA_plant_onsite,0,0,2.7,0,1,2,33,1,0,0,0,1,1,0,not_applicable,2023,4,13,other_hypoxemia,5,8,1,2,0,196.0,24.0,1,grid_unreliable,6
2434,district_hospital,O2_0019,rural,148,0,0,0,0,PSA_plant_onsite,0,0,4.6,0,4,2,34,1,0,0,0,1,1,15,concentrator_malfunction,2021,5,11,COVID19_severe,6,5,1,3,0,218.0,233.0,1,grid_unreliable,19
2435,district_hospital,O2_0169,peri_urban,91,0,0,0,0,cylinder_portable,0,0,23.6,0,3,9,5,0,0,0,0,0,0,1,power_outage,2023,7,11,pneumonia_child,0,11,0,5,4,277.0,120.0,1,none,14
2436,district_hospital,O2_0167,peri_urban,132,0,0,0,0,oxygen_concentrator,1,0,4.5,0,5,3,26,0,1,0,0,0,0,4,empty_cylinders_not_collected,2021,3,15,COVID19_severe,0,15,0,10,5,118.0,18.0,0,grid_reliable,16
2437,district_hospital,O2_0179,urban,65,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,3,5,55,0,0,0,0,0,0,19,demand_surge,2022,6,6,surgical_anaesthesia,0,6,0,3,1,162.0,50.0,1,grid_unreliable,26
2438,district_hospital,O2_0146,peri_urban,14,0,0,0,0,cylinder_piped,2,1,3.8,0,0,3,12,0,0,0,0,0,0,6,PSA_plant_breakdown,2023,12,9,COVID19_severe,0,9,0,4,3,369.0,44.0,1,grid_reliable,12
2439,district_hospital,O2_0129,urban,123,0,0,0,0,cylinder_portable,0,0,0.3,0,0,5,21,0,1,0,0,1,1,0,not_applicable,2023,9,8,neonatal_respiratory,2,6,1,2,0,118.0,24.0,1,none,4
2440,district_hospital,O2_0063,urban,105,0,0,0,0,cylinder_piped,0,0,0.6,0,2,3,10,0,0,0,0,1,0,0,not_applicable,2023,7,17,COPD_exacerbation,10,7,0,3,0,242.0,47.0,0,solar,5
2441,district_hospital,O2_0196,peri_urban,48,0,0,0,0,cylinder_portable,0,0,1.1,0,3,1,33,0,1,0,0,0,0,30,concentrator_malfunction,2023,3,21,sepsis,0,21,0,7,7,167.0,39.0,0,grid_reliable,5
2442,district_hospital,O2_0060,rural,25,0,0,0,0,cylinder_portable,0,0,1.5,0,1,6,33,0,1,0,0,0,0,7,no_oxygen_source,2023,9,9,trauma,0,9,0,4,0,264.0,14.0,0,grid_reliable,8
2443,district_hospital,O2_0018,peri_urban,77,0,0,0,0,cylinder_portable,3,1,2.6,0,3,4,16,0,0,0,0,1,1,6,concentrator_malfunction,2022,4,13,trauma,3,10,1,4,0,192.0,148.0,0,solar,6
2444,district_hospital,O2_0090,peri_urban,94,0,0,0,0,oxygen_concentrator,3,1,7.9,0,4,10,17,0,0,0,0,1,1,0,not_applicable,2023,12,12,other_hypoxemia,4,8,0,4,0,93.0,13.0,1,generator_only,7
2445,district_hospital,O2_0012,peri_urban,19,0,0,0,0,cylinder_piped,0,0,20.0,0,4,6,2,0,0,0,0,0,0,30,power_outage,2024,2,12,pneumonia_adult,0,12,0,4,1,189.0,135.0,0,none,3
2446,district_hospital,O2_0034,peri_urban,5,0,0,0,0,cylinder_portable,0,0,3.5,0,5,7,14,0,0,0,0,1,1,0,not_applicable,2022,10,10,pneumonia_child,4,6,1,4,0,173.0,27.0,1,none,45
2447,district_hospital,O2_0069,rural,38,0,0,0,0,cylinder_portable,0,0,0.9,0,3,2,22,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,8,7,pneumonia_child,0,7,0,6,4,278.0,31.0,1,grid_unreliable,3
2448,district_hospital,O2_0001,urban,45,0,0,0,0,cylinder_piped,0,0,4.5,0,2,5,3,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,1,11,severe_malaria,8,3,0,2,0,273.0,52.0,0,grid_unreliable,21
2449,district_hospital,O2_0041,peri_urban,76,0,0,0,1,cylinder_portable,0,0,1.1,1,3,5,18,0,1,1,0,0,0,4,funding_for_refill,2022,3,8,trauma,0,8,0,3,2,193.0,62.0,1,solar,4
2450,district_hospital,O2_0126,rural,5,0,0,0,0,cylinder_portable,0,0,1.9,0,1,4,39,0,0,0,0,0,0,2,power_outage,2024,6,14,pneumonia_adult,0,14,0,10,5,383.0,48.0,0,none,16
2451,district_hospital,O2_0129,rural,79,0,0,0,0,cylinder_portable,0,0,0.8,0,8,7,10,0,0,0,0,1,1,0,not_applicable,2023,11,11,sepsis,6,5,1,3,0,131.0,126.0,0,generator_only,24
2452,district_hospital,O2_0027,urban,24,0,0,0,0,cylinder_piped,0,0,3.9,0,3,7,40,0,0,0,0,0,0,17,concentrator_malfunction,2024,8,16,heart_failure,0,16,0,10,0,174.0,104.0,0,grid_reliable,7
2453,district_hospital,O2_0196,rural,174,0,0,0,0,oxygen_concentrator,1,0,12.7,0,2,7,5,0,1,0,0,1,1,0,not_applicable,2023,2,7,pneumonia_adult,4,3,1,1,0,302.0,18.0,0,generator_only,4
2454,district_hospital,O2_0094,rural,129,0,0,0,0,cylinder_piped,0,0,0.9,0,3,7,4,0,1,1,0,1,1,2,power_outage,2022,9,9,asthma_severe,1,8,1,5,0,37.0,160.0,1,solar,6
2455,district_hospital,O2_0014,peri_urban,66,0,0,0,0,oxygen_concentrator,4,1,12.8,1,4,4,24,0,0,0,0,1,1,2,supplier_stockout,2023,4,11,pneumonia_child,6,5,0,4,0,160.0,118.0,0,none,44
2456,district_hospital,O2_0143,urban,59,0,0,0,0,cylinder_piped,0,0,0.4,0,3,7,7,0,0,0,0,1,0,1,piping_system_leak,2024,3,10,neonatal_respiratory,4,6,0,3,0,168.0,162.0,0,grid_reliable,22
2457,district_hospital,O2_0116,urban,111,0,0,0,0,cylinder_portable,0,0,3.7,0,3,2,19,0,1,0,0,0,0,3,PSA_plant_breakdown,2022,7,11,heart_failure,0,11,0,5,2,195.0,42.0,0,grid_unreliable,23
2458,district_hospital,O2_0022,rural,56,0,0,0,0,oxygen_concentrator,3,1,1.1,0,4,2,65,0,0,0,0,1,1,0,not_applicable,2023,12,9,trauma,5,4,0,2,0,185.0,1.0,0,grid_unreliable,10
2459,district_hospital,O2_0114,urban,16,0,0,0,0,cylinder_portable,0,0,5.3,0,3,3,0,0,0,0,0,0,0,10,PSA_plant_breakdown,2023,6,11,pneumonia_adult,0,11,0,6,4,202.0,43.0,0,generator_only,33
2460,district_hospital,O2_0123,rural,46,0,0,0,0,cylinder_piped,5,2,3.8,0,3,4,23,0,1,1,0,1,1,0,not_applicable,2021,3,1,asthma_severe,0,1,0,1,0,249.0,50.0,0,none,7
2461,district_hospital,O2_0181,peri_urban,118,0,0,0,0,cylinder_piped,0,0,7.2,0,1,3,35,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,2,5,COVID19_severe,0,5,0,3,2,192.0,68.0,1,none,47
2462,district_hospital,O2_0058,peri_urban,46,0,0,0,0,oxygen_concentrator,0,0,3.9,0,5,5,5,0,0,0,0,0,0,2,concentrator_malfunction,2021,6,10,sepsis,0,10,0,5,2,221.0,72.0,0,grid_reliable,34
2463,district_hospital,O2_0136,rural,5,0,0,0,0,none,0,0,4.2,0,0,3,4,0,0,0,0,0,0,1,concentrator_malfunction,2022,4,8,neonatal_respiratory,0,8,0,4,0,238.0,50.0,1,generator_only,4
2464,district_hospital,O2_0176,urban,91,0,0,0,0,none,0,0,2.4,0,3,1,46,0,0,0,0,1,1,0,not_applicable,2023,1,12,severe_malaria,3,9,0,6,0,89.0,9.0,0,grid_reliable,3
2465,district_hospital,O2_0035,rural,113,0,0,0,0,none,0,0,2.5,0,2,1,87,0,0,0,0,0,0,4,supplier_stockout,2024,12,10,COPD_exacerbation,0,10,0,6,4,156.0,69.0,1,none,4
2466,district_hospital,O2_0104,peri_urban,35,0,0,0,0,cylinder_portable,0,0,7.4,0,4,2,4,0,0,0,0,0,0,5,PSA_plant_breakdown,2021,7,14,heart_failure,0,14,0,5,6,121.0,213.0,1,grid_reliable,2
2467,district_hospital,O2_0133,rural,5,0,0,0,0,cylinder_piped,0,0,1.1,0,5,4,30,0,0,0,0,0,0,30,power_outage,2023,3,21,neonatal_respiratory,0,21,0,7,1,239.0,74.0,0,grid_unreliable,1
2468,district_hospital,O2_0056,urban,5,0,0,0,0,oxygen_concentrator,1,0,0.2,0,6,4,13,0,0,0,0,1,1,0,not_applicable,2023,7,10,other_hypoxemia,5,5,0,1,0,103.0,17.0,1,grid_reliable,2
2469,district_hospital,O2_0105,peri_urban,40,0,0,0,0,oxygen_concentrator,2,0,7.3,0,3,5,10,0,0,0,0,0,0,12,power_outage,2023,1,15,neonatal_respiratory,0,15,0,6,6,66.0,45.0,0,grid_reliable,16
2470,district_hospital,O2_0152,peri_urban,66,0,0,1,0,oxygen_concentrator,1,0,10.0,0,4,3,0,0,1,1,0,1,1,0,not_applicable,2024,3,13,neonatal_respiratory,6,7,0,2,0,305.0,16.0,0,grid_unreliable,3
2471,district_hospital,O2_0044,rural,25,0,0,0,0,cylinder_portable,0,0,1.0,1,6,7,8,0,0,0,0,0,0,11,funding_for_refill,2023,9,12,trauma,0,12,0,3,0,133.0,36.0,0,grid_reliable,1
2472,district_hospital,O2_0046,rural,5,0,0,0,0,cylinder_piped,5,2,3.1,0,3,4,15,0,0,0,0,1,1,0,not_applicable,2022,6,11,COVID19_severe,3,8,0,5,0,166.0,80.0,0,none,8
2473,district_hospital,O2_0168,rural,5,0,0,0,0,oxygen_concentrator,2,0,1.6,0,3,6,23,0,0,0,0,0,0,23,power_outage,2022,2,13,COVID19_severe,0,13,0,6,4,153.0,76.0,0,none,12
2474,district_hospital,O2_0061,peri_urban,5,0,0,0,0,oxygen_concentrator,5,0,8.0,0,4,3,39,0,0,0,0,0,0,3,funding_for_refill,2024,5,11,other_hypoxemia,0,11,0,5,3,204.0,21.0,0,grid_unreliable,1
2475,district_hospital,O2_0139,rural,59,0,0,0,1,cylinder_portable,0,0,6.8,1,2,3,6,0,1,0,0,1,1,0,not_applicable,2021,3,9,severe_malaria,3,6,1,2,0,105.0,48.0,0,grid_unreliable,7
2476,district_hospital,O2_0061,peri_urban,74,0,0,0,0,none,0,0,0.5,0,2,7,4,0,1,0,0,0,0,3,cylinder_delivery_delay,2022,11,9,other_hypoxemia,0,9,0,1,3,9.0,53.0,1,none,19
2477,district_hospital,O2_0127,rural,22,0,0,0,0,cylinder_piped,0,0,6.5,0,5,1,25,0,0,0,0,0,0,13,power_outage,2024,3,13,COVID19_severe,0,13,0,5,5,175.0,71.0,0,generator_only,17
2478,district_hospital,O2_0086,rural,109,0,0,0,0,oxygen_concentrator,0,0,4.1,1,5,9,21,0,0,0,0,1,0,0,not_applicable,2021,5,10,pneumonia_adult,3,7,0,1,0,208.0,48.0,0,none,24
2479,district_hospital,O2_0174,urban,65,1,0,0,0,cylinder_portable,0,0,8.6,0,1,2,29,0,0,0,0,0,0,4,power_outage,2022,5,7,COPD_exacerbation,0,7,0,1,2,111.0,1.0,1,solar,28
2480,district_hospital,O2_0144,peri_urban,73,0,0,1,0,cylinder_piped,0,0,0.9,0,5,4,51,0,1,0,0,1,0,0,not_applicable,2023,7,7,pneumonia_child,5,2,0,0,0,245.0,29.0,0,none,10
2481,district_hospital,O2_0089,peri_urban,86,0,0,0,0,none,0,0,6.9,0,1,4,13,0,0,0,0,1,1,0,not_applicable,2024,3,14,pneumonia_child,7,7,1,2,0,322.0,65.0,0,grid_reliable,5
2482,district_hospital,O2_0088,urban,78,0,0,0,0,oxygen_concentrator,1,0,5.0,0,6,8,31,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,5,8,COPD_exacerbation,0,8,0,3,4,136.0,116.0,1,none,4
2483,district_hospital,O2_0134,urban,123,0,0,0,0,LOX_bulk_tank,0,0,0.2,0,2,3,14,0,0,0,0,0,0,1,concentrator_malfunction,2024,2,13,pneumonia_child,0,13,0,8,2,298.0,97.0,0,grid_reliable,3
2484,district_hospital,O2_0015,peri_urban,5,0,0,0,0,none,0,0,11.0,0,0,4,1,0,1,1,0,0,0,8,cylinder_delivery_delay,2021,11,14,pneumonia_child,0,14,0,4,4,25.0,24.0,1,grid_unreliable,33
2485,district_hospital,O2_0170,peri_urban,30,0,0,0,0,oxygen_concentrator,4,2,14.3,0,3,2,6,0,0,0,0,1,0,0,not_applicable,2024,7,9,other_hypoxemia,2,7,1,4,0,83.0,90.0,1,grid_reliable,49
2486,district_hospital,O2_0086,peri_urban,90,0,0,0,0,cylinder_piped,0,0,5.0,0,3,3,14,0,0,0,0,1,1,0,not_applicable,2023,11,11,COPD_exacerbation,8,3,1,3,0,102.0,306.0,1,grid_unreliable,2
2487,district_hospital,O2_0147,rural,63,0,0,0,0,cylinder_piped,3,0,10.9,0,1,5,8,0,0,0,0,0,0,4,cylinder_delivery_delay,2021,4,16,pneumonia_child,0,16,0,8,5,245.0,12.0,0,none,4
2488,district_hospital,O2_0029,peri_urban,5,0,0,1,0,oxygen_concentrator,0,0,25.1,0,3,3,9,0,1,1,0,0,0,16,concentrator_malfunction,2022,9,8,neonatal_respiratory,0,8,0,3,0,150.0,42.0,0,grid_unreliable,25
2489,district_hospital,O2_0035,peri_urban,5,0,0,0,0,none,0,0,2.2,0,3,7,6,0,1,1,1,1,1,0,not_applicable,2024,6,8,pneumonia_child,3,5,0,2,0,204.0,81.0,1,generator_only,15
2490,district_hospital,O2_0028,urban,63,0,0,0,0,oxygen_concentrator,1,0,8.6,1,3,2,6,0,0,0,0,1,1,11,PSA_plant_breakdown,2022,8,12,severe_malaria,4,8,0,2,0,216.0,87.0,0,grid_unreliable,4
2491,district_hospital,O2_0186,rural,25,0,0,0,0,oxygen_concentrator,1,0,11.7,0,3,4,30,0,0,0,0,0,0,22,power_outage,2022,7,6,heart_failure,0,6,0,3,0,243.0,89.0,0,solar,1
2492,district_hospital,O2_0132,urban,6,0,0,0,0,cylinder_portable,0,0,23.6,0,2,6,1,0,0,0,0,1,0,5,cylinder_delivery_delay,2023,10,9,asthma_severe,5,4,0,2,0,167.0,47.0,1,solar,6
2493,district_hospital,O2_0171,peri_urban,88,0,0,0,0,cylinder_piped,0,0,4.1,0,5,5,22,0,0,0,0,1,1,2,funding_for_refill,2022,2,13,COVID19_severe,7,6,0,2,0,132.0,56.0,0,grid_unreliable,2
2494,district_hospital,O2_0059,rural,65,0,0,0,0,cylinder_piped,0,0,1.3,0,2,4,32,0,0,0,0,0,0,30,concentrator_malfunction,2023,3,12,asthma_severe,0,12,0,5,0,314.0,55.0,0,grid_unreliable,3
2495,district_hospital,O2_0094,urban,54,0,0,0,0,cylinder_piped,0,0,0.4,0,5,3,1,0,0,0,0,0,0,17,cylinder_delivery_delay,2024,7,12,severe_malaria,0,12,0,3,7,304.0,72.0,1,grid_unreliable,5
2496,district_hospital,O2_0131,urban,5,0,0,0,0,none,0,0,3.9,0,4,4,8,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,7,16,COPD_exacerbation,0,16,0,8,5,130.0,9.0,0,none,6
2497,district_hospital,O2_0163,rural,54,0,0,0,0,oxygen_concentrator,0,0,4.0,0,2,5,21,0,0,0,0,1,1,0,not_applicable,2023,4,7,COPD_exacerbation,2,5,1,2,0,217.0,72.0,1,grid_unreliable,1
2498,district_hospital,O2_0158,peri_urban,81,0,0,0,0,cylinder_portable,0,0,1.6,0,4,4,13,0,0,0,0,1,1,0,not_applicable,2024,3,6,COPD_exacerbation,3,3,1,0,0,107.0,21.0,0,grid_unreliable,2
2499,district_hospital,O2_0145,rural,74,0,0,0,0,oxygen_concentrator,2,0,1.1,0,7,5,12,0,0,0,0,1,0,0,not_applicable,2023,4,16,COPD_exacerbation,7,9,1,3,0,111.0,31.0,0,grid_unreliable,15
2500,district_hospital,O2_0156,peri_urban,34,0,0,0,0,cylinder_portable,3,1,2.5,0,2,4,27,0,0,0,0,0,0,4,cylinder_delivery_delay,2021,5,15,surgical_anaesthesia,0,15,0,7,4,206.0,21.0,0,grid_reliable,7
2501,district_hospital,O2_0083,urban,22,0,0,0,0,cylinder_portable,0,0,17.2,0,5,5,2,0,0,0,0,1,1,0,not_applicable,2023,10,13,neonatal_respiratory,3,10,1,2,0,180.0,46.0,0,none,16
2502,district_hospital,O2_0092,urban,87,0,0,0,0,cylinder_portable,0,0,4.9,1,3,2,21,0,1,0,0,0,0,12,cylinder_delivery_delay,2021,11,15,severe_malaria,0,15,0,9,3,74.0,57.0,0,generator_only,32
2503,district_hospital,O2_0087,peri_urban,37,0,0,0,0,oxygen_concentrator,2,0,6.0,0,1,4,1,0,1,1,1,0,0,2,cylinder_delivery_delay,2024,7,15,neonatal_respiratory,0,15,0,5,2,267.0,47.0,1,grid_unreliable,20
2504,district_hospital,O2_0074,rural,52,0,0,0,0,cylinder_portable,0,0,1.4,0,3,6,12,0,0,0,0,1,0,0,not_applicable,2021,2,13,pneumonia_adult,6,7,0,2,0,97.0,2.0,1,grid_unreliable,1
2505,district_hospital,O2_0115,peri_urban,91,0,0,0,0,oxygen_concentrator,7,2,5.2,1,1,1,7,0,1,0,0,0,0,1,cylinder_delivery_delay,2021,2,15,COVID19_severe,0,15,0,9,4,180.0,20.0,1,solar,16
2506,district_hospital,O2_0037,urban,26,0,0,0,0,none,0,0,18.9,0,2,7,1,0,1,1,1,1,1,8,funding_for_refill,2024,6,15,pneumonia_child,10,5,0,2,0,309.0,28.0,0,solar,11
2507,district_hospital,O2_0128,peri_urban,102,0,0,0,0,oxygen_concentrator,2,0,3.3,1,6,1,2,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,11,14,trauma,0,14,0,4,5,211.0,36.0,1,solar,1
2508,district_hospital,O2_0101,rural,78,0,0,0,0,none,0,0,2.2,0,4,9,1,0,1,1,0,1,1,1,empty_cylinders_not_collected,2022,4,8,sepsis,3,5,0,2,0,137.0,85.0,1,grid_unreliable,5
2509,district_hospital,O2_0191,rural,91,0,0,0,0,cylinder_piped,0,0,1.9,0,8,2,41,0,1,0,0,0,0,23,cylinder_delivery_delay,2021,12,9,COVID19_severe,0,9,0,2,3,119.0,12.0,0,grid_unreliable,12
2510,district_hospital,O2_0104,urban,110,0,0,0,0,oxygen_concentrator,0,0,3.0,0,4,3,25,0,1,1,1,1,1,0,not_applicable,2023,12,9,pneumonia_adult,5,4,0,1,0,263.0,21.0,0,none,17
2511,district_hospital,O2_0080,peri_urban,59,0,0,0,0,cylinder_portable,6,2,2.7,0,4,2,6,0,1,0,0,1,1,7,concentrator_malfunction,2024,1,15,other_hypoxemia,5,10,1,4,0,101.0,12.0,0,grid_unreliable,2
2512,district_hospital,O2_0162,peri_urban,125,0,0,0,0,oxygen_concentrator,3,0,16.2,0,2,5,30,0,0,0,0,0,0,4,cylinder_delivery_delay,2022,8,17,heart_failure,0,17,0,8,4,158.0,6.0,1,grid_reliable,8
2513,district_hospital,O2_0131,rural,39,0,0,0,0,oxygen_concentrator,2,0,3.2,0,1,6,16,0,0,0,0,0,0,8,demand_surge,2024,10,16,pneumonia_child,0,16,0,11,8,275.0,47.0,1,generator_only,41
2514,district_hospital,O2_0184,urban,43,0,0,0,0,oxygen_concentrator,3,1,4.3,0,1,5,9,0,1,1,1,0,0,20,power_outage,2023,8,12,asthma_severe,0,12,0,6,3,64.0,209.0,0,solar,11
2515,district_hospital,O2_0195,urban,69,0,0,0,0,cylinder_portable,0,0,0.2,0,2,1,24,0,0,0,0,0,0,30,regulator_valve_failure,2022,12,19,asthma_severe,0,19,0,9,6,182.0,70.0,0,grid_unreliable,2
2516,district_hospital,O2_0138,peri_urban,99,0,0,0,0,oxygen_concentrator,2,0,3.0,0,1,12,2,0,0,0,0,0,0,8,funding_for_refill,2021,6,16,neonatal_respiratory,0,16,0,4,2,165.0,0.0,0,grid_unreliable,5
2517,district_hospital,O2_0117,urban,87,0,0,0,0,oxygen_concentrator,2,0,9.0,0,1,4,52,0,0,0,0,1,1,0,not_applicable,2024,9,15,trauma,8,7,1,4,0,229.0,57.0,0,grid_unreliable,32
2518,district_hospital,O2_0097,urban,10,0,0,0,0,cylinder_portable,0,0,15.2,0,4,7,19,0,1,0,0,0,0,2,cylinder_delivery_delay,2023,10,15,trauma,0,15,0,9,5,207.0,74.0,1,solar,13
2519,district_hospital,O2_0007,peri_urban,45,0,0,0,0,oxygen_concentrator,2,1,3.9,0,2,5,1,0,0,0,0,0,0,4,funding_for_refill,2024,7,9,neonatal_respiratory,0,9,0,3,3,222.0,3.0,1,none,14
2520,district_hospital,O2_0097,rural,118,0,0,0,0,cylinder_portable,0,0,6.8,1,6,5,0,0,1,0,0,1,1,0,not_applicable,2022,12,13,surgical_anaesthesia,5,8,0,5,0,370.0,7.0,0,none,22
2521,district_hospital,O2_0195,peri_urban,48,0,0,0,0,cylinder_portable,0,0,4.7,0,1,1,16,0,0,0,0,1,1,0,not_applicable,2024,7,11,other_hypoxemia,5,6,0,3,0,225.0,16.0,0,generator_only,12
2522,district_hospital,O2_0113,urban,13,0,0,0,0,oxygen_concentrator,3,1,4.0,0,1,3,7,0,1,1,1,1,0,0,not_applicable,2023,11,10,asthma_severe,6,4,1,0,0,169.0,1.0,1,grid_reliable,17
2523,district_hospital,O2_0121,rural,92,0,0,0,0,oxygen_concentrator,0,0,10.7,0,2,4,3,0,1,1,0,0,0,20,cylinder_delivery_delay,2022,1,18,COVID19_severe,0,18,0,10,5,163.0,4.0,1,generator_only,12
2524,district_hospital,O2_0066,peri_urban,53,0,0,1,0,cylinder_portable,0,0,1.2,0,6,1,4,0,1,0,0,1,0,0,not_applicable,2022,8,9,COPD_exacerbation,4,5,1,1,0,265.0,20.0,1,grid_unreliable,36
2525,district_hospital,O2_0104,rural,45,0,0,0,1,LOX_bulk_tank,0,0,0.9,1,2,3,6,0,1,0,0,1,0,0,not_applicable,2023,6,14,other_hypoxemia,8,6,1,4,0,51.0,2.0,0,none,20
2526,district_hospital,O2_0191,peri_urban,18,0,0,0,0,none,0,0,1.4,0,5,3,13,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,9,14,pneumonia_child,0,14,0,8,6,174.0,26.0,1,grid_unreliable,11
2527,district_hospital,O2_0195,rural,116,0,0,0,0,cylinder_piped,0,0,2.5,0,3,9,5,0,1,0,0,0,0,5,funding_for_refill,2023,6,16,COVID19_severe,0,16,0,10,5,114.0,8.0,0,none,33
2528,district_hospital,O2_0161,rural,44,0,0,0,0,cylinder_piped,0,0,3.4,0,3,6,20,0,0,0,0,0,0,4,piping_system_leak,2023,6,13,COPD_exacerbation,0,13,0,4,6,213.0,4.0,0,none,14
2529,district_hospital,O2_0102,peri_urban,63,0,0,0,0,oxygen_concentrator,3,1,4.1,0,2,7,16,0,0,0,0,0,0,6,supplier_stockout,2024,8,16,asthma_severe,0,16,0,8,0,260.0,40.0,0,none,50
2530,district_hospital,O2_0181,peri_urban,63,0,0,0,1,LOX_bulk_tank,0,0,0.9,1,4,2,30,0,1,0,0,0,0,17,funding_for_refill,2021,11,16,pneumonia_child,0,16,0,9,4,184.0,69.0,0,solar,22
2531,district_hospital,O2_0042,rural,62,0,0,0,0,cylinder_piped,0,0,7.5,0,1,8,41,0,0,0,0,0,0,23,cylinder_delivery_delay,2024,11,11,sepsis,0,11,0,3,4,226.0,72.0,0,solar,27
2532,district_hospital,O2_0167,urban,49,0,0,1,0,oxygen_concentrator,6,2,4.3,1,4,6,50,0,0,0,0,1,1,0,not_applicable,2024,9,10,other_hypoxemia,2,8,0,6,0,320.0,30.0,0,generator_only,22
2533,district_hospital,O2_0160,peri_urban,37,0,1,0,0,oxygen_concentrator,0,0,1.9,1,2,4,13,0,0,0,0,0,0,30,power_outage,2022,3,18,trauma,0,18,0,10,7,81.0,39.0,0,grid_unreliable,38
2534,district_hospital,O2_0102,rural,11,0,0,0,0,cylinder_portable,0,0,14.1,0,5,6,17,0,0,0,0,1,0,0,not_applicable,2023,7,13,COVID19_severe,8,5,0,2,0,264.0,10.0,0,none,26
2535,district_hospital,O2_0045,peri_urban,12,0,0,0,0,cylinder_piped,0,0,14.5,1,4,3,13,0,0,0,0,0,0,7,demand_surge,2022,3,17,COPD_exacerbation,0,17,0,7,5,124.0,136.0,1,none,0
2536,district_hospital,O2_0031,peri_urban,5,0,0,0,0,cylinder_piped,0,0,11.5,0,4,0,21,0,0,0,0,0,0,14,demand_surge,2021,7,16,severe_malaria,0,16,0,8,3,333.0,121.0,1,grid_unreliable,25
2537,district_hospital,O2_0089,peri_urban,55,0,0,0,0,cylinder_piped,0,0,3.7,0,6,4,8,0,1,1,0,0,0,1,no_oxygen_source,2023,7,10,pneumonia_child,0,10,0,4,1,393.0,91.0,0,solar,17
2538,district_hospital,O2_0013,urban,137,0,0,0,0,cylinder_portable,0,0,2.4,0,4,1,17,0,1,0,0,0,0,5,cylinder_delivery_delay,2024,9,10,neonatal_respiratory,0,10,0,5,4,301.0,19.0,1,none,11
2539,district_hospital,O2_0195,rural,71,0,0,1,0,none,0,0,8.3,0,1,4,15,0,1,0,0,0,0,18,piping_system_leak,2021,10,7,surgical_anaesthesia,0,7,0,4,2,163.0,35.0,1,solar,10
2540,district_hospital,O2_0110,rural,93,0,0,0,0,oxygen_concentrator,4,1,0.3,0,2,5,23,0,0,0,0,1,1,2,concentrator_malfunction,2023,8,14,neonatal_respiratory,6,8,0,6,0,203.0,106.0,0,generator_only,7
2541,district_hospital,O2_0128,rural,98,0,0,0,1,cylinder_piped,0,0,6.5,1,1,8,1,0,0,0,0,0,0,5,cylinder_delivery_delay,2021,6,15,COVID19_severe,0,15,0,6,8,153.0,1.0,0,grid_unreliable,42
2542,district_hospital,O2_0072,rural,102,0,0,0,0,oxygen_concentrator,1,0,7.5,1,6,8,12,0,0,0,0,0,0,2,PSA_plant_breakdown,2022,7,9,pneumonia_child,0,9,0,4,2,301.0,20.0,0,generator_only,4
2543,district_hospital,O2_0013,rural,86,0,0,0,0,cylinder_portable,0,0,0.9,0,2,1,21,0,1,1,0,1,1,0,not_applicable,2022,9,15,other_hypoxemia,8,7,0,2,0,155.0,20.0,0,solar,10
2544,district_hospital,O2_0061,peri_urban,74,0,0,0,0,oxygen_concentrator,1,0,2.4,0,2,6,3,0,1,0,0,0,0,9,power_outage,2024,11,17,pneumonia_adult,0,17,0,7,4,244.0,37.0,0,none,16
2545,district_hospital,O2_0043,rural,5,0,0,1,0,none,0,0,7.6,0,3,5,29,0,1,0,0,0,0,1,power_outage,2021,2,9,neonatal_respiratory,0,9,0,3,3,95.0,49.0,0,none,12
2546,district_hospital,O2_0178,rural,105,1,0,0,0,oxygen_concentrator,1,0,16.6,0,3,5,13,0,0,0,0,1,1,0,not_applicable,2024,3,14,surgical_anaesthesia,3,11,0,5,0,210.0,88.0,1,none,21
2547,district_hospital,O2_0066,rural,29,0,0,0,0,cylinder_portable,0,0,0.3,0,5,5,4,0,0,0,0,0,0,1,funding_for_refill,2021,9,15,COVID19_severe,0,15,0,7,5,196.0,40.0,0,solar,23
2548,district_hospital,O2_0018,rural,64,0,0,0,0,none,0,0,8.3,1,3,5,23,0,0,0,0,1,1,0,not_applicable,2023,5,11,asthma_severe,5,6,0,1,0,142.0,54.0,0,grid_unreliable,13
2549,district_hospital,O2_0130,rural,28,0,0,0,0,LOX_bulk_tank,0,0,0.5,0,1,4,3,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,8,6,neonatal_respiratory,0,6,0,0,0,60.0,5.0,1,solar,39
2550,district_hospital,O2_0016,rural,112,1,0,0,0,oxygen_concentrator,5,2,5.2,1,2,3,17,0,0,0,0,0,0,30,demand_surge,2024,5,16,trauma,0,16,0,9,7,314.0,1.0,0,none,5
2551,district_hospital,O2_0065,urban,20,0,0,0,0,cylinder_piped,0,0,0.8,0,6,5,25,0,1,1,0,0,0,24,empty_cylinders_not_collected,2023,3,12,severe_malaria,0,12,0,6,0,174.0,71.0,1,solar,17
2552,district_hospital,O2_0019,peri_urban,28,0,0,0,0,LOX_bulk_tank,0,0,0.1,0,5,2,18,0,0,0,0,1,1,0,not_applicable,2022,6,16,neonatal_respiratory,10,6,0,4,0,289.0,5.0,1,none,18
2553,district_hospital,O2_0132,rural,72,0,0,0,0,cylinder_portable,0,0,23.7,0,4,7,0,0,0,0,0,0,0,30,piping_system_leak,2024,4,9,heart_failure,0,9,0,9,1,95.0,11.0,0,none,15
2554,district_hospital,O2_0132,rural,98,0,0,0,0,LOX_bulk_tank,0,0,4.1,0,4,3,26,0,1,0,0,0,0,2,power_outage,2022,12,8,COVID19_severe,0,8,0,1,0,257.0,55.0,1,grid_unreliable,5
2555,district_hospital,O2_0136,rural,54,0,0,0,0,cylinder_piped,0,0,11.3,1,3,5,9,0,0,0,0,1,1,0,not_applicable,2024,10,12,severe_malaria,5,7,1,4,0,287.0,26.0,0,generator_only,0
2556,district_hospital,O2_0044,rural,28,0,0,0,0,cylinder_piped,0,0,8.2,0,3,3,4,0,0,0,0,0,0,18,cylinder_delivery_delay,2023,1,16,pneumonia_child,0,16,0,7,7,161.0,43.0,1,generator_only,8
2557,district_hospital,O2_0169,rural,64,0,0,0,1,oxygen_concentrator,2,0,3.9,1,3,3,3,0,1,0,0,0,0,1,concentrator_malfunction,2023,2,14,pneumonia_adult,0,14,0,6,4,210.0,3.0,0,none,9
2558,district_hospital,O2_0091,rural,15,0,0,0,0,none,0,0,12.9,0,3,1,12,0,0,0,0,1,0,0,not_applicable,2023,10,20,COVID19_severe,8,12,0,6,0,187.0,6.0,1,none,1
2559,district_hospital,O2_0142,peri_urban,75,0,0,0,0,cylinder_piped,1,0,2.0,1,5,4,0,0,1,0,0,0,0,30,concentrator_malfunction,2023,11,16,surgical_anaesthesia,0,16,0,9,8,80.0,7.0,1,solar,5
2560,district_hospital,O2_0039,rural,10,0,0,0,0,cylinder_portable,2,0,21.4,0,1,2,35,0,0,0,0,1,0,0,not_applicable,2022,9,9,heart_failure,3,6,0,3,0,253.0,15.0,0,none,25
2561,district_hospital,O2_0064,rural,5,0,0,0,0,cylinder_portable,0,0,3.3,1,1,2,1,0,1,1,0,1,0,1,power_outage,2024,8,17,sepsis,4,13,0,5,0,299.0,261.0,0,generator_only,14
2562,district_hospital,O2_0188,peri_urban,63,1,0,0,0,oxygen_concentrator,1,0,4.8,0,8,3,6,0,0,0,0,0,0,8,funding_for_refill,2022,8,14,COVID19_severe,0,14,0,4,6,146.0,87.0,1,solar,31
2563,district_hospital,O2_0175,rural,17,0,0,0,0,cylinder_portable,0,0,3.9,0,6,3,2,0,0,0,0,1,1,6,power_outage,2023,4,10,pneumonia_child,3,7,0,5,0,135.0,39.0,1,none,11
2564,district_hospital,O2_0047,rural,5,1,0,0,0,cylinder_portable,0,0,5.7,0,4,4,9,0,0,0,0,0,0,2,power_outage,2023,4,10,pneumonia_adult,0,10,0,5,3,125.0,27.0,0,solar,25
2565,district_hospital,O2_0050,peri_urban,86,0,0,0,0,oxygen_concentrator,1,0,4.4,0,2,3,36,0,1,1,0,1,0,0,not_applicable,2022,10,8,neonatal_respiratory,4,4,1,2,0,225.0,19.0,1,none,6
2566,district_hospital,O2_0090,urban,104,0,0,0,0,cylinder_piped,0,0,1.8,0,1,4,22,0,0,0,0,1,1,1,PSA_plant_breakdown,2023,5,19,severe_malaria,8,11,0,4,0,326.0,41.0,0,grid_unreliable,5
2567,district_hospital,O2_0151,peri_urban,69,0,0,0,0,cylinder_portable,0,0,11.4,0,0,5,21,0,0,0,0,1,0,4,cylinder_delivery_delay,2023,10,10,COPD_exacerbation,3,7,1,2,0,49.0,3.0,0,grid_reliable,7
2568,district_hospital,O2_0069,urban,44,0,0,0,0,oxygen_concentrator,2,0,0.7,0,2,4,14,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,2,13,sepsis,5,8,0,6,0,249.0,80.0,0,grid_reliable,2
2569,district_hospital,O2_0193,peri_urban,98,0,0,0,0,cylinder_piped,0,0,6.7,0,3,3,2,0,1,0,0,0,0,11,regulator_valve_failure,2023,6,11,neonatal_respiratory,0,11,0,6,1,316.0,27.0,0,grid_reliable,38
2570,district_hospital,O2_0175,rural,63,0,0,0,0,cylinder_portable,0,0,5.9,1,0,8,77,0,0,0,0,0,0,1,empty_cylinders_not_collected,2022,4,13,pneumonia_child,0,13,0,3,5,287.0,40.0,1,none,21
2571,district_hospital,O2_0161,peri_urban,65,0,0,0,0,cylinder_portable,0,0,5.0,0,6,7,169,0,1,0,0,1,0,7,cylinder_delivery_delay,2023,6,16,other_hypoxemia,10,6,0,5,0,172.0,32.0,0,none,4
2572,district_hospital,O2_0197,rural,19,0,0,0,0,oxygen_concentrator,1,0,0.9,0,2,4,2,0,1,0,0,1,1,6,empty_cylinders_not_collected,2023,10,21,COVID19_severe,8,13,0,7,0,298.0,2.0,1,grid_reliable,3
2573,district_hospital,O2_0059,peri_urban,115,0,0,0,0,oxygen_concentrator,2,0,2.6,0,0,1,2,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,11,14,pneumonia_child,0,14,0,8,5,248.0,32.0,0,grid_unreliable,37
2574,district_hospital,O2_0005,urban,18,0,0,0,0,cylinder_piped,0,0,2.5,0,2,4,5,0,0,0,0,1,1,0,not_applicable,2023,7,8,COVID19_severe,2,6,0,2,0,211.0,15.0,0,grid_unreliable,1
2575,district_hospital,O2_0145,rural,5,0,0,0,0,cylinder_portable,0,0,11.2,0,3,3,5,0,1,0,0,1,1,0,not_applicable,2022,9,12,pneumonia_child,7,5,0,4,0,327.0,11.0,0,none,10
2576,district_hospital,O2_0015,peri_urban,55,0,0,0,0,oxygen_concentrator,4,1,2.3,0,4,4,73,0,1,1,0,0,0,10,power_outage,2022,12,7,trauma,0,7,0,3,1,126.0,18.0,1,none,11
2577,district_hospital,O2_0103,rural,60,0,0,0,0,cylinder_piped,0,0,12.9,0,2,5,7,0,0,0,0,0,0,22,concentrator_malfunction,2022,3,12,pneumonia_adult,0,12,0,7,5,118.0,12.0,1,grid_reliable,5
2578,district_hospital,O2_0095,rural,5,0,0,0,0,cylinder_portable,0,0,1.6,0,3,1,16,0,0,0,0,0,0,16,funding_for_refill,2022,7,13,surgical_anaesthesia,0,13,0,7,4,181.0,1.0,1,none,10
2579,district_hospital,O2_0074,rural,96,0,0,0,0,oxygen_concentrator,4,1,5.8,0,4,6,20,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,1,10,severe_malaria,0,10,0,3,0,145.0,14.0,0,grid_unreliable,11
2580,district_hospital,O2_0099,peri_urban,39,0,0,0,0,cylinder_piped,0,0,0.8,1,3,3,6,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,10,11,asthma_severe,0,11,0,4,3,101.0,98.0,0,solar,49
2581,district_hospital,O2_0165,peri_urban,92,0,0,0,0,oxygen_concentrator,0,0,1.9,0,2,6,34,0,1,1,0,1,0,0,not_applicable,2024,10,12,heart_failure,3,9,0,5,0,320.0,128.0,1,generator_only,52
2582,district_hospital,O2_0088,rural,124,0,0,0,0,oxygen_concentrator,1,0,3.0,0,3,5,14,0,0,0,0,1,1,2,concentrator_malfunction,2021,12,12,other_hypoxemia,4,8,1,2,0,289.0,3.0,0,grid_unreliable,6
2583,district_hospital,O2_0020,rural,5,0,0,0,0,cylinder_piped,0,0,0.9,0,1,5,6,0,0,0,0,0,0,2,PSA_plant_breakdown,2023,7,9,COVID19_severe,0,9,0,3,3,73.0,12.0,0,grid_reliable,14
2584,district_hospital,O2_0162,peri_urban,43,0,0,0,0,cylinder_piped,0,0,3.0,0,6,3,8,0,0,0,0,0,0,4,funding_for_refill,2024,5,13,heart_failure,0,13,0,6,1,323.0,85.0,0,grid_unreliable,3
2585,district_hospital,O2_0060,peri_urban,106,1,0,0,1,oxygen_concentrator,1,0,5.9,1,4,7,71,0,0,0,0,1,1,0,not_applicable,2024,7,14,severe_malaria,4,10,1,3,0,67.0,95.0,0,none,14
2586,district_hospital,O2_0127,rural,5,0,0,0,0,oxygen_concentrator,1,0,8.5,0,4,4,3,0,0,0,0,0,0,7,power_outage,2024,9,10,pneumonia_child,0,10,0,1,4,233.0,85.0,1,grid_unreliable,18
2587,district_hospital,O2_0111,rural,12,0,0,0,0,none,0,0,3.7,0,6,4,7,0,0,0,0,0,0,2,concentrator_malfunction,2022,9,10,neonatal_respiratory,0,10,0,4,0,199.0,34.0,0,grid_unreliable,1
2588,district_hospital,O2_0131,urban,66,0,0,0,0,cylinder_portable,0,0,4.2,0,2,3,19,0,0,0,0,1,1,0,not_applicable,2022,3,16,neonatal_respiratory,6,10,1,5,0,30.0,10.0,1,grid_unreliable,33
2589,district_hospital,O2_0195,urban,59,0,0,0,0,cylinder_piped,0,0,0.8,0,6,5,1,0,0,0,0,0,0,10,regulator_valve_failure,2022,5,15,COVID19_severe,0,15,0,8,3,350.0,15.0,0,none,28
2590,district_hospital,O2_0095,rural,39,0,0,0,0,oxygen_concentrator,3,1,0.8,0,1,5,6,0,0,0,0,0,0,20,funding_for_refill,2023,11,17,pneumonia_child,0,17,0,9,6,78.0,55.0,1,none,7
2591,district_hospital,O2_0047,urban,68,0,0,0,0,cylinder_portable,0,0,12.7,0,1,1,19,0,1,1,1,0,0,1,power_outage,2023,4,17,neonatal_respiratory,0,17,0,6,2,272.0,44.0,0,grid_unreliable,2
2592,district_hospital,O2_0088,rural,101,0,0,0,0,cylinder_portable,0,0,15.1,0,5,6,8,0,0,0,0,0,0,4,power_outage,2023,10,10,other_hypoxemia,0,10,0,4,3,128.0,51.0,0,solar,78
2593,district_hospital,O2_0104,rural,65,0,0,0,0,oxygen_concentrator,1,0,3.7,0,2,2,23,0,1,1,0,1,1,0,not_applicable,2023,11,17,asthma_severe,6,11,0,3,0,144.0,3.0,1,grid_unreliable,15
2594,district_hospital,O2_0055,rural,53,0,0,0,0,oxygen_concentrator,3,1,12.2,0,1,5,12,0,1,0,0,0,0,4,PSA_plant_breakdown,2022,10,8,trauma,0,8,0,4,3,69.0,294.0,1,grid_reliable,4
2595,district_hospital,O2_0156,rural,97,0,0,0,0,cylinder_piped,2,1,2.9,0,3,3,28,0,1,1,1,1,0,0,not_applicable,2023,12,8,neonatal_respiratory,3,5,0,0,0,149.0,39.0,1,solar,15
2596,district_hospital,O2_0159,rural,101,0,0,0,0,cylinder_piped,0,0,0.5,0,0,6,23,0,0,0,0,1,0,0,not_applicable,2022,6,12,surgical_anaesthesia,4,8,1,4,0,135.0,62.0,0,grid_unreliable,7
2597,district_hospital,O2_0112,rural,40,0,0,0,0,cylinder_portable,0,0,12.2,0,4,5,7,0,0,0,0,1,1,4,demand_surge,2021,2,9,pneumonia_child,5,4,0,1,0,199.0,47.0,1,none,1
2598,district_hospital,O2_0155,urban,28,0,0,0,0,PSA_plant_onsite,0,0,2.4,0,1,3,18,1,0,0,0,0,0,14,cylinder_delivery_delay,2023,12,14,severe_malaria,0,14,0,8,2,183.0,25.0,0,solar,8
2599,district_hospital,O2_0102,urban,94,0,0,0,0,oxygen_concentrator,4,3,2.6,0,0,5,36,0,0,0,0,0,0,9,supplier_stockout,2023,12,13,severe_malaria,0,13,0,9,8,204.0,9.0,1,none,16
2600,district_hospital,O2_0056,rural,34,0,0,0,0,cylinder_piped,1,0,1.3,0,1,3,16,0,0,0,0,0,0,16,supplier_stockout,2024,3,10,COPD_exacerbation,0,10,0,4,1,186.0,46.0,0,grid_unreliable,15
2601,district_hospital,O2_0126,rural,30,0,0,0,0,oxygen_concentrator,2,1,1.2,0,5,5,38,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,11,16,COVID19_severe,0,16,0,12,9,222.0,29.0,0,none,23
2602,district_hospital,O2_0101,rural,5,0,0,0,0,none,0,0,5.1,0,1,4,14,0,0,0,0,1,0,0,not_applicable,2022,8,14,COVID19_severe,7,7,0,3,0,316.0,40.0,0,generator_only,0
2603,district_hospital,O2_0159,rural,85,0,0,0,0,cylinder_portable,0,0,2.4,0,4,1,6,0,1,0,0,1,1,0,not_applicable,2022,12,8,asthma_severe,5,3,1,2,0,266.0,155.0,1,grid_reliable,59
2604,district_hospital,O2_0053,urban,119,0,0,0,0,cylinder_portable,2,0,8.0,0,3,5,4,0,1,0,0,1,1,0,not_applicable,2024,7,12,sepsis,4,8,0,6,0,294.0,216.0,0,grid_unreliable,23
2605,district_hospital,O2_0051,peri_urban,5,0,0,0,0,cylinder_piped,0,0,11.8,1,2,3,12,0,0,0,0,1,0,1,concentrator_malfunction,2023,12,14,COPD_exacerbation,5,9,1,0,0,273.0,26.0,0,grid_unreliable,5
2606,district_hospital,O2_0006,rural,62,0,0,0,1,cylinder_piped,0,0,2.7,1,2,2,9,0,0,0,0,1,1,0,not_applicable,2024,6,12,COVID19_severe,8,4,1,1,0,285.0,198.0,1,generator_only,3
2607,district_hospital,O2_0114,rural,93,0,0,0,0,none,3,1,1.8,0,0,6,88,0,0,0,0,1,1,0,not_applicable,2022,3,10,COVID19_severe,5,5,0,2,0,88.0,17.0,1,grid_unreliable,4
2608,district_hospital,O2_0085,peri_urban,85,0,0,0,0,oxygen_concentrator,4,1,1.8,0,1,5,37,0,0,0,0,1,0,0,not_applicable,2021,4,13,pneumonia_adult,8,5,1,4,0,209.0,14.0,0,grid_unreliable,11
2609,district_hospital,O2_0124,peri_urban,33,0,0,0,0,cylinder_portable,0,0,6.1,0,4,3,2,0,1,1,0,1,1,0,not_applicable,2024,5,11,severe_malaria,4,7,0,6,0,69.0,3.0,1,none,6
2610,district_hospital,O2_0056,rural,87,0,0,0,0,LOX_bulk_tank,0,0,5.3,0,2,5,5,0,0,0,0,1,1,0,not_applicable,2021,11,9,severe_malaria,4,5,1,3,0,149.0,46.0,0,generator_only,9
2611,district_hospital,O2_0136,peri_urban,41,0,0,0,0,oxygen_concentrator,1,0,10.0,0,2,3,3,0,1,0,0,1,1,0,not_applicable,2022,9,13,asthma_severe,10,3,1,2,0,175.0,14.0,0,solar,0
2612,district_hospital,O2_0066,rural,90,0,0,0,0,cylinder_portable,0,0,2.5,0,1,2,101,0,0,0,0,0,0,6,cylinder_delivery_delay,2021,4,8,severe_malaria,0,8,0,4,0,225.0,20.0,1,grid_unreliable,30
2613,district_hospital,O2_0063,rural,65,0,0,0,0,none,0,0,6.7,0,3,0,52,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,6,12,COPD_exacerbation,0,12,0,5,3,161.0,0.0,1,solar,8
2614,district_hospital,O2_0116,rural,16,0,0,0,0,cylinder_piped,0,0,0.5,0,3,5,4,0,0,0,0,0,0,7,empty_cylinders_not_collected,2021,6,19,surgical_anaesthesia,0,19,0,10,9,164.0,5.0,1,grid_unreliable,2
2615,district_hospital,O2_0199,peri_urban,65,0,0,0,0,oxygen_concentrator,3,0,3.8,0,1,1,25,0,0,0,0,1,1,0,not_applicable,2022,9,10,pneumonia_adult,5,5,0,1,0,111.0,27.0,0,none,9
2616,district_hospital,O2_0101,peri_urban,27,0,0,0,0,none,0,0,5.0,0,2,2,54,0,1,0,0,0,0,7,supplier_stockout,2021,8,9,neonatal_respiratory,0,9,0,5,1,161.0,74.0,1,generator_only,6
2617,district_hospital,O2_0017,rural,99,0,0,0,0,cylinder_piped,0,0,1.7,0,2,4,6,0,1,0,0,1,1,0,not_applicable,2024,4,14,pneumonia_adult,7,7,1,4,0,301.0,31.0,0,grid_unreliable,11
2618,district_hospital,O2_0003,peri_urban,50,0,0,0,0,cylinder_portable,0,0,0.4,0,4,8,15,0,1,1,0,1,1,15,funding_for_refill,2023,10,7,severe_malaria,1,6,0,4,0,253.0,13.0,1,grid_reliable,6
2619,district_hospital,O2_0077,peri_urban,113,0,0,0,0,cylinder_portable,0,0,1.0,0,6,2,18,0,0,0,0,1,0,0,not_applicable,2021,10,14,neonatal_respiratory,5,9,0,5,0,213.0,34.0,0,generator_only,16
2620,district_hospital,O2_0156,rural,29,0,1,0,0,oxygen_concentrator,1,0,5.7,1,5,4,51,0,1,1,0,0,0,5,regulator_valve_failure,2022,9,9,neonatal_respiratory,0,9,0,5,0,199.0,45.0,0,grid_unreliable,4
2621,district_hospital,O2_0177,peri_urban,12,0,0,0,0,cylinder_portable,3,1,7.4,0,6,5,20,0,0,0,0,0,0,3,concentrator_malfunction,2023,9,12,sepsis,0,12,0,4,2,227.0,31.0,0,grid_unreliable,23
2622,district_hospital,O2_0062,rural,101,0,0,0,0,oxygen_concentrator,1,0,1.8,0,2,1,12,0,1,0,0,1,1,1,piping_system_leak,2024,9,7,COPD_exacerbation,3,4,1,2,0,55.0,62.0,1,grid_reliable,4
2623,district_hospital,O2_0127,urban,40,0,0,0,1,oxygen_concentrator,2,1,2.3,1,5,10,17,0,1,0,0,0,0,4,concentrator_malfunction,2022,3,14,pneumonia_adult,0,14,0,6,3,284.0,12.0,0,none,7
2624,district_hospital,O2_0001,rural,70,0,0,0,0,cylinder_portable,0,0,5.4,0,6,3,14,0,0,0,0,0,0,2,piping_system_leak,2023,9,15,COPD_exacerbation,0,15,0,6,4,230.0,121.0,1,none,0
2625,district_hospital,O2_0026,peri_urban,5,0,0,0,0,none,0,0,3.2,0,3,1,19,0,0,0,0,1,1,0,not_applicable,2021,6,10,trauma,3,7,0,3,0,114.0,68.0,0,grid_unreliable,12
2626,district_hospital,O2_0198,rural,29,0,0,0,0,cylinder_portable,0,0,10.7,0,3,5,10,0,1,1,0,0,0,30,power_outage,2022,2,14,trauma,0,14,0,5,5,310.0,11.0,0,grid_unreliable,7
2627,district_hospital,O2_0036,rural,18,0,0,0,0,cylinder_piped,0,0,7.3,0,1,7,18,0,0,0,0,0,0,2,funding_for_refill,2024,11,6,pneumonia_child,0,6,0,3,2,280.0,9.0,1,none,14
2628,district_hospital,O2_0078,rural,53,0,0,0,0,LOX_bulk_tank,0,0,0.4,0,2,7,19,0,0,0,0,1,1,0,not_applicable,2024,4,12,heart_failure,5,7,0,4,0,418.0,24.0,1,solar,45
2629,district_hospital,O2_0128,peri_urban,25,0,0,0,0,cylinder_piped,0,0,7.8,0,1,5,2,0,0,0,0,1,1,0,not_applicable,2024,1,17,COPD_exacerbation,7,10,0,2,0,204.0,75.0,0,solar,15
2630,district_hospital,O2_0068,peri_urban,60,0,0,1,0,oxygen_concentrator,3,2,6.0,0,3,5,21,0,1,1,0,1,1,0,not_applicable,2022,6,18,COPD_exacerbation,7,11,0,5,0,198.0,46.0,0,grid_unreliable,22
2631,district_hospital,O2_0061,rural,78,0,1,1,0,cylinder_portable,0,0,1.8,0,2,4,10,0,0,0,0,1,1,0,not_applicable,2023,9,11,severe_malaria,6,5,1,4,0,186.0,19.0,1,solar,13
2632,district_hospital,O2_0149,peri_urban,95,0,0,0,0,oxygen_concentrator,2,0,5.1,0,0,2,5,0,0,0,0,0,0,5,concentrator_malfunction,2023,7,7,COPD_exacerbation,0,7,0,4,2,243.0,37.0,1,generator_only,2
2633,district_hospital,O2_0038,rural,17,0,0,0,0,LOX_bulk_tank,0,0,0.5,0,2,3,2,0,1,0,0,1,0,0,not_applicable,2022,3,10,neonatal_respiratory,1,9,0,5,0,183.0,9.0,0,grid_unreliable,10
2634,district_hospital,O2_0030,peri_urban,34,0,0,0,0,cylinder_portable,3,1,16.2,0,2,3,14,0,1,1,0,1,1,0,not_applicable,2022,9,9,neonatal_respiratory,3,6,1,3,0,311.0,61.0,1,none,6
2635,district_hospital,O2_0074,rural,67,0,0,0,0,oxygen_concentrator,4,1,0.8,0,3,7,3,0,0,0,0,0,0,11,power_outage,2022,3,9,pneumonia_child,0,9,0,6,0,168.0,45.0,1,none,0
2636,district_hospital,O2_0094,peri_urban,5,0,0,1,0,LOX_bulk_tank,0,0,3.9,0,4,5,36,0,1,1,1,1,1,0,not_applicable,2023,10,16,neonatal_respiratory,7,9,1,5,0,201.0,12.0,0,grid_unreliable,1
2637,district_hospital,O2_0067,peri_urban,140,0,0,0,0,oxygen_concentrator,4,1,8.7,0,6,4,17,0,0,0,0,0,0,16,cylinder_delivery_delay,2023,4,10,heart_failure,0,10,0,3,3,233.0,27.0,0,solar,0
2638,district_hospital,O2_0097,rural,77,0,0,0,0,cylinder_portable,0,0,21.8,0,2,3,9,0,1,1,1,1,1,0,not_applicable,2021,1,17,pneumonia_child,10,7,0,4,0,170.0,12.0,1,none,2
2639,district_hospital,O2_0057,rural,47,0,0,0,0,cylinder_piped,0,0,1.6,0,7,2,9,0,1,1,0,0,0,6,concentrator_malfunction,2024,10,8,COPD_exacerbation,0,8,0,4,1,276.0,73.0,0,generator_only,14
2640,district_hospital,O2_0062,peri_urban,125,0,0,0,0,cylinder_portable,2,0,5.2,0,1,5,7,0,0,0,0,1,1,0,not_applicable,2023,9,9,asthma_severe,5,4,0,1,0,201.0,77.0,0,none,3
2641,district_hospital,O2_0134,rural,109,1,0,0,0,cylinder_portable,0,0,0.1,0,5,5,37,0,0,0,0,1,0,2,supplier_stockout,2021,4,11,COVID19_severe,5,6,1,2,0,319.0,17.0,0,grid_unreliable,23
2642,district_hospital,O2_0005,peri_urban,5,0,0,1,0,cylinder_piped,0,0,4.5,0,1,1,10,0,1,0,0,1,1,0,not_applicable,2022,3,13,trauma,7,6,0,2,0,185.0,6.0,1,grid_unreliable,52
2643,district_hospital,O2_0051,peri_urban,5,0,0,0,0,cylinder_portable,0,0,0.4,0,6,2,6,0,0,0,0,1,1,0,not_applicable,2023,1,15,severe_malaria,7,8,1,6,0,223.0,16.0,0,grid_unreliable,4
2644,district_hospital,O2_0173,rural,9,0,0,0,0,cylinder_portable,0,0,20.2,0,3,3,9,0,0,0,0,1,1,0,not_applicable,2022,9,15,trauma,5,10,0,8,0,229.0,27.0,1,generator_only,20
2645,district_hospital,O2_0128,peri_urban,117,0,0,0,0,cylinder_portable,0,0,11.6,0,3,6,6,0,1,0,0,1,1,0,not_applicable,2023,1,19,pneumonia_child,11,8,0,4,0,55.0,38.0,1,generator_only,2
2646,district_hospital,O2_0098,peri_urban,66,0,1,0,0,cylinder_piped,2,0,16.1,0,4,6,27,0,0,0,0,0,0,13,supplier_stockout,2022,2,11,surgical_anaesthesia,0,11,0,6,0,91.0,150.0,1,solar,20
2647,district_hospital,O2_0159,peri_urban,56,0,0,0,0,cylinder_portable,2,1,5.8,0,5,5,22,0,0,0,0,0,0,5,concentrator_malfunction,2021,5,7,surgical_anaesthesia,0,7,0,2,3,207.0,15.0,0,grid_unreliable,27
2648,district_hospital,O2_0177,urban,129,0,0,0,0,cylinder_piped,0,0,16.1,0,1,2,0,0,0,0,0,1,0,0,not_applicable,2024,12,18,COVID19_severe,9,9,0,4,0,300.0,82.0,0,generator_only,26
2649,district_hospital,O2_0013,rural,43,0,0,0,0,cylinder_portable,0,0,0.5,0,1,3,8,0,0,0,0,0,0,6,concentrator_malfunction,2023,1,12,COVID19_severe,0,12,0,5,5,174.0,47.0,0,grid_unreliable,19
2650,district_hospital,O2_0092,rural,86,0,0,0,0,oxygen_concentrator,4,0,0.2,1,5,7,41,0,1,1,0,1,1,0,not_applicable,2024,5,10,trauma,3,7,0,2,0,202.0,0.0,0,solar,6
2651,district_hospital,O2_0091,rural,60,0,0,0,0,cylinder_portable,1,0,3.0,0,3,3,24,0,0,0,0,0,0,6,concentrator_malfunction,2022,6,11,asthma_severe,0,11,0,4,2,216.0,21.0,0,grid_reliable,4
2652,district_hospital,O2_0173,peri_urban,86,0,0,0,0,cylinder_portable,0,0,1.2,0,6,6,7,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,6,7,pneumonia_adult,0,7,0,4,1,234.0,23.0,0,generator_only,1
2653,district_hospital,O2_0075,peri_urban,7,0,0,0,0,cylinder_portable,0,0,6.9,0,5,2,4,0,1,0,0,0,0,9,power_outage,2024,6,13,sepsis,0,13,0,5,6,226.0,119.0,0,solar,23
2654,district_hospital,O2_0125,peri_urban,5,0,0,1,0,cylinder_piped,0,0,3.9,0,3,3,19,0,0,0,0,0,0,17,power_outage,2024,12,9,sepsis,0,9,0,7,4,315.0,5.0,1,solar,29
2655,district_hospital,O2_0098,peri_urban,70,0,1,0,0,LOX_bulk_tank,0,0,0.9,0,1,4,52,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,11,10,pneumonia_adult,0,10,0,4,2,221.0,19.0,0,solar,10
2656,district_hospital,O2_0146,rural,75,0,0,0,1,oxygen_concentrator,2,0,6.9,1,3,7,7,0,1,0,0,1,0,0,not_applicable,2022,8,15,COPD_exacerbation,6,9,1,3,0,356.0,78.0,1,none,7
2657,district_hospital,O2_0037,rural,72,0,0,0,0,PSA_plant_onsite,0,0,1.7,0,2,7,3,0,0,0,0,1,0,0,not_applicable,2022,9,12,other_hypoxemia,5,7,0,4,0,95.0,10.0,1,none,1
2658,district_hospital,O2_0116,peri_urban,71,0,0,0,0,cylinder_portable,1,0,9.0,0,6,3,24,0,1,0,0,0,0,1,piping_system_leak,2021,3,11,pneumonia_adult,0,11,0,3,5,112.0,16.0,0,grid_unreliable,10
2659,district_hospital,O2_0078,urban,6,0,0,0,0,cylinder_portable,0,0,1.0,0,2,3,3,0,0,0,0,1,1,0,not_applicable,2022,8,14,heart_failure,3,11,1,1,0,252.0,77.0,0,none,2
2660,district_hospital,O2_0142,rural,17,0,0,1,0,oxygen_concentrator,1,0,6.1,0,3,0,59,0,1,1,0,1,1,0,not_applicable,2023,1,10,pneumonia_adult,3,7,0,3,0,221.0,16.0,0,none,1
2661,district_hospital,O2_0086,rural,155,0,0,1,1,oxygen_concentrator,1,0,3.2,1,1,5,86,0,1,1,0,0,0,23,cylinder_delivery_delay,2024,3,17,neonatal_respiratory,0,17,0,9,5,202.0,16.0,0,grid_reliable,8
2662,district_hospital,O2_0130,peri_urban,104,0,0,0,0,cylinder_portable,0,0,15.8,0,4,5,14,0,0,0,0,1,1,0,not_applicable,2023,1,7,pneumonia_adult,2,5,0,1,0,252.0,20.0,0,grid_unreliable,6
2663,district_hospital,O2_0165,rural,50,0,0,1,0,oxygen_concentrator,1,0,3.7,0,2,3,66,0,0,0,0,0,0,2,funding_for_refill,2022,6,6,heart_failure,0,6,0,3,2,171.0,133.0,1,solar,7
2664,district_hospital,O2_0042,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,11.2,1,5,2,17,0,1,0,0,0,0,15,empty_cylinders_not_collected,2023,7,13,pneumonia_child,0,13,0,6,4,393.0,11.0,0,solar,24
2665,district_hospital,O2_0046,urban,112,0,0,0,0,cylinder_portable,0,0,5.0,0,2,4,0,0,0,0,0,1,0,1,cylinder_delivery_delay,2024,8,19,asthma_severe,8,11,1,5,0,166.0,79.0,1,none,19
2666,district_hospital,O2_0141,rural,24,0,0,0,0,oxygen_concentrator,1,0,7.4,0,1,3,17,0,0,0,0,0,0,15,power_outage,2022,5,12,asthma_severe,0,12,0,7,2,181.0,46.0,0,generator_only,9
2667,district_hospital,O2_0164,rural,30,0,0,0,0,cylinder_piped,0,0,3.9,0,2,5,10,0,1,1,1,1,1,0,not_applicable,2021,7,12,pneumonia_child,5,7,0,2,0,184.0,0.0,0,solar,21
2668,district_hospital,O2_0015,rural,50,0,0,0,0,cylinder_portable,0,0,9.1,0,3,4,29,0,0,0,0,0,0,9,regulator_valve_failure,2024,3,15,COVID19_severe,0,15,0,7,0,264.0,83.0,0,grid_unreliable,9
2669,district_hospital,O2_0158,rural,59,0,0,0,0,oxygen_concentrator,0,0,6.2,0,4,3,5,0,1,0,0,1,1,0,not_applicable,2024,9,10,surgical_anaesthesia,2,8,0,3,0,257.0,34.0,1,solar,11
2670,district_hospital,O2_0061,peri_urban,28,0,0,0,0,PSA_plant_onsite,0,0,4.2,0,2,4,17,1,1,1,0,0,0,6,PSA_plant_breakdown,2024,5,12,pneumonia_child,0,12,0,8,3,278.0,6.0,0,none,9
2671,district_hospital,O2_0085,rural,60,0,0,0,0,oxygen_concentrator,0,0,0.3,0,2,4,12,0,0,0,0,0,0,11,power_outage,2024,11,8,trauma,0,8,0,3,3,284.0,1.0,0,grid_unreliable,5
2672,district_hospital,O2_0124,rural,52,0,0,0,0,oxygen_concentrator,2,0,1.1,0,5,1,6,0,0,0,0,0,0,3,concentrator_malfunction,2021,12,9,pneumonia_adult,0,9,0,5,3,193.0,54.0,0,generator_only,2
2673,district_hospital,O2_0151,rural,104,0,0,0,0,none,0,0,0.0,0,1,8,55,0,1,0,0,1,0,0,not_applicable,2022,9,13,other_hypoxemia,7,6,0,2,0,206.0,16.0,0,grid_unreliable,9
2674,district_hospital,O2_0091,peri_urban,65,0,0,0,0,oxygen_concentrator,4,0,7.1,0,0,2,2,0,1,0,0,1,1,0,not_applicable,2024,7,21,pneumonia_adult,6,15,0,10,0,152.0,66.0,0,generator_only,11
2675,district_hospital,O2_0055,rural,23,1,0,0,1,cylinder_portable,0,0,0.2,1,2,3,40,0,1,1,1,1,1,0,not_applicable,2023,3,13,sepsis,3,10,1,4,0,283.0,40.0,0,generator_only,39
2676,district_hospital,O2_0120,peri_urban,5,0,0,0,0,oxygen_concentrator,4,3,0.5,0,4,5,16,0,0,0,0,1,1,0,not_applicable,2024,6,12,COPD_exacerbation,2,10,1,7,0,189.0,104.0,1,grid_unreliable,14
2677,district_hospital,O2_0064,rural,55,0,0,0,0,cylinder_piped,0,0,14.0,0,1,5,27,0,0,0,0,1,1,0,not_applicable,2023,7,14,pneumonia_adult,5,9,1,6,0,194.0,59.0,0,none,9
2678,district_hospital,O2_0056,peri_urban,87,0,0,0,0,cylinder_portable,4,2,8.4,0,3,4,45,0,0,0,0,1,1,5,funding_for_refill,2022,8,8,other_hypoxemia,5,3,1,0,0,17.0,21.0,0,solar,0
2679,district_hospital,O2_0179,peri_urban,29,0,0,0,0,oxygen_concentrator,4,2,0.4,0,3,4,23,0,1,0,0,0,0,30,demand_surge,2022,1,13,neonatal_respiratory,0,13,0,8,5,248.0,127.0,1,none,7
2680,district_hospital,O2_0151,rural,32,0,0,0,0,cylinder_portable,0,0,7.5,0,4,4,18,0,0,0,0,0,0,2,funding_for_refill,2023,6,13,heart_failure,0,13,0,7,5,70.0,10.0,0,grid_reliable,30
2681,district_hospital,O2_0159,rural,69,0,0,0,0,cylinder_piped,0,0,4.5,0,2,6,11,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,4,13,neonatal_respiratory,0,13,0,8,5,160.0,26.0,1,grid_reliable,60
2682,district_hospital,O2_0107,peri_urban,21,0,0,0,1,oxygen_concentrator,1,0,2.5,1,3,2,3,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,4,14,neonatal_respiratory,0,14,0,5,3,151.0,8.0,1,solar,5
2683,district_hospital,O2_0142,rural,5,0,0,0,0,oxygen_concentrator,2,0,3.5,0,2,4,0,0,0,0,0,1,1,1,PSA_plant_breakdown,2021,3,13,pneumonia_child,12,1,1,1,0,233.0,11.0,0,grid_unreliable,1
2684,district_hospital,O2_0037,peri_urban,53,0,0,0,0,cylinder_portable,0,0,0.7,0,3,1,21,0,0,0,0,1,1,0,not_applicable,2024,8,9,sepsis,5,4,1,3,0,116.0,5.0,1,none,2
2685,district_hospital,O2_0153,rural,60,0,0,0,0,oxygen_concentrator,0,0,6.7,0,2,2,34,0,1,0,0,1,1,0,not_applicable,2021,8,16,COVID19_severe,7,9,1,2,0,57.0,13.0,0,grid_unreliable,47
2686,district_hospital,O2_0153,peri_urban,5,0,0,0,0,none,0,0,3.6,0,3,4,6,0,0,0,0,0,0,6,concentrator_malfunction,2023,4,16,COVID19_severe,0,16,0,7,4,254.0,30.0,1,grid_unreliable,6
2687,district_hospital,O2_0082,urban,5,0,0,0,0,oxygen_concentrator,2,1,2.7,0,2,8,30,0,0,0,0,0,0,30,concentrator_malfunction,2022,11,8,heart_failure,0,8,0,1,3,234.0,3.0,1,none,33
2688,district_hospital,O2_0125,peri_urban,59,0,0,0,1,oxygen_concentrator,1,0,1.4,1,1,3,0,0,0,0,0,1,0,0,not_applicable,2021,9,12,severe_malaria,2,10,0,5,0,166.0,13.0,1,grid_unreliable,71
2689,district_hospital,O2_0117,urban,63,0,0,0,0,cylinder_portable,0,0,2.9,0,4,5,20,0,1,0,0,0,0,9,concentrator_malfunction,2023,8,7,surgical_anaesthesia,0,7,0,2,2,219.0,39.0,0,none,7
2690,district_hospital,O2_0062,rural,48,0,0,0,0,cylinder_piped,0,0,0.1,0,2,1,29,0,0,0,0,0,0,15,power_outage,2024,9,11,sepsis,0,11,0,4,3,226.0,13.0,1,grid_reliable,33
2691,district_hospital,O2_0035,rural,141,0,0,0,0,oxygen_concentrator,0,0,1.8,0,3,2,58,0,1,0,0,1,0,2,power_outage,2024,8,6,surgical_anaesthesia,3,3,1,2,0,197.0,39.0,1,solar,4
2692,district_hospital,O2_0079,rural,105,0,0,0,0,cylinder_portable,2,0,1.8,0,4,7,32,0,1,0,0,0,0,30,concentrator_malfunction,2022,8,17,surgical_anaesthesia,0,17,0,4,3,192.0,5.0,1,grid_unreliable,9
2693,district_hospital,O2_0068,peri_urban,162,0,0,0,0,cylinder_portable,0,0,47.3,0,1,4,4,0,0,0,0,1,1,0,not_applicable,2023,4,14,pneumonia_child,7,7,0,3,0,165.0,20.0,0,none,3
2694,district_hospital,O2_0052,peri_urban,92,0,0,0,0,oxygen_concentrator,2,0,0.5,0,4,4,22,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,4,9,severe_malaria,0,9,0,3,4,156.0,72.0,0,none,3
2695,district_hospital,O2_0094,peri_urban,5,1,0,0,0,LOX_bulk_tank,0,0,4.9,0,1,5,61,0,0,0,0,1,1,0,not_applicable,2022,4,8,surgical_anaesthesia,4,4,1,2,0,173.0,41.0,1,grid_unreliable,0
2696,district_hospital,O2_0048,peri_urban,69,0,0,0,0,cylinder_portable,0,0,0.8,0,1,6,26,0,0,0,0,1,1,0,not_applicable,2024,9,9,trauma,1,8,0,1,0,312.0,0.0,0,grid_unreliable,38
2697,district_hospital,O2_0103,rural,38,1,0,0,0,oxygen_concentrator,5,2,32.9,0,2,7,1,0,1,0,0,1,0,0,not_applicable,2021,5,14,pneumonia_adult,8,6,1,3,0,176.0,25.0,0,grid_unreliable,13
2698,district_hospital,O2_0054,urban,24,0,0,0,0,none,0,0,6.0,1,2,3,52,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,12,10,neonatal_respiratory,0,10,0,7,3,161.0,52.0,0,none,17
2699,district_hospital,O2_0163,rural,53,0,0,1,0,cylinder_portable,0,0,0.8,0,5,1,6,0,0,0,0,1,1,0,not_applicable,2024,3,13,surgical_anaesthesia,9,4,0,2,0,220.0,66.0,0,solar,3
2700,district_hospital,O2_0177,rural,5,0,0,0,0,oxygen_concentrator,3,2,5.0,0,5,4,20,0,0,0,0,0,0,25,power_outage,2023,9,10,surgical_anaesthesia,0,10,0,5,1,249.0,33.0,0,solar,1
2701,district_hospital,O2_0013,urban,122,0,0,0,0,cylinder_portable,0,0,1.7,0,1,2,26,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,9,14,pneumonia_adult,0,14,0,5,2,204.0,3.0,0,grid_unreliable,14
2702,district_hospital,O2_0058,urban,96,0,0,1,0,cylinder_piped,2,0,11.2,0,3,7,22,0,0,0,0,1,1,0,not_applicable,2022,5,11,surgical_anaesthesia,5,6,0,4,0,318.0,57.0,1,none,6
2703,district_hospital,O2_0039,peri_urban,66,0,0,0,0,none,3,0,2.6,0,2,6,12,0,0,0,0,1,1,0,not_applicable,2023,8,11,severe_malaria,4,7,0,3,0,226.0,26.0,1,grid_unreliable,7
2704,district_hospital,O2_0138,peri_urban,41,0,0,0,0,oxygen_concentrator,1,0,3.4,0,2,3,24,0,0,0,0,1,1,0,not_applicable,2021,4,18,neonatal_respiratory,7,11,1,5,0,250.0,107.0,0,grid_unreliable,22
2705,district_hospital,O2_0059,peri_urban,52,0,0,0,0,cylinder_piped,0,0,1.1,0,1,3,19,0,0,0,0,1,1,5,concentrator_malfunction,2022,10,13,surgical_anaesthesia,5,8,0,6,0,109.0,87.0,0,grid_reliable,2
2706,district_hospital,O2_0121,rural,5,0,0,0,0,none,1,0,11.8,1,3,7,96,0,0,0,0,1,1,0,not_applicable,2023,4,17,trauma,2,15,0,8,0,423.0,25.0,1,grid_unreliable,19
2707,district_hospital,O2_0015,rural,111,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,6,2,70,0,0,0,0,1,0,0,not_applicable,2021,9,9,neonatal_respiratory,5,4,0,2,0,195.0,135.0,1,none,36
2708,district_hospital,O2_0132,rural,39,0,0,0,0,oxygen_concentrator,1,0,1.7,0,1,4,39,0,1,1,1,0,0,2,demand_surge,2023,7,16,severe_malaria,0,16,0,9,2,225.0,111.0,1,none,0
2709,district_hospital,O2_0134,rural,42,0,0,0,0,oxygen_concentrator,5,2,1.2,0,2,4,7,0,0,0,0,1,0,0,not_applicable,2023,8,11,pneumonia_adult,4,7,1,3,0,254.0,79.0,0,grid_unreliable,0
2710,district_hospital,O2_0048,urban,44,0,0,0,0,none,0,0,4.2,0,4,3,18,0,0,0,0,0,0,14,funding_for_refill,2023,5,10,pneumonia_child,0,10,0,3,3,297.0,84.0,1,solar,4
2711,district_hospital,O2_0186,rural,94,0,0,0,0,cylinder_portable,0,0,14.4,1,2,1,25,0,1,1,0,1,0,0,not_applicable,2021,8,12,pneumonia_child,4,8,1,2,0,59.0,12.0,1,generator_only,9
2712,district_hospital,O2_0154,peri_urban,5,0,0,0,0,cylinder_portable,0,0,3.0,0,5,4,15,0,0,0,0,1,1,10,empty_cylinders_not_collected,2024,11,7,COPD_exacerbation,3,4,0,3,0,180.0,39.0,0,solar,47
2713,district_hospital,O2_0083,urban,63,0,0,0,0,oxygen_concentrator,3,2,6.6,0,2,2,4,0,1,1,0,0,0,28,funding_for_refill,2024,6,15,neonatal_respiratory,0,15,0,7,4,289.0,26.0,1,grid_unreliable,46
2714,district_hospital,O2_0145,rural,72,0,0,0,0,cylinder_portable,2,0,3.1,0,2,3,16,0,0,0,0,0,0,23,concentrator_malfunction,2024,11,16,sepsis,0,16,0,6,4,272.0,17.0,0,grid_unreliable,16
2715,district_hospital,O2_0059,rural,59,0,0,0,0,oxygen_concentrator,2,0,17.3,0,4,6,0,0,0,0,0,1,1,3,supplier_stockout,2024,12,12,pneumonia_child,2,10,0,2,0,117.0,4.0,1,generator_only,8
2716,district_hospital,O2_0129,peri_urban,144,0,0,0,0,cylinder_piped,0,0,8.9,0,1,5,83,0,0,0,0,1,0,3,concentrator_malfunction,2023,8,9,trauma,4,5,0,4,0,389.0,7.0,1,grid_unreliable,50
2717,district_hospital,O2_0025,rural,87,0,0,0,0,LOX_bulk_tank,1,0,1.1,1,4,4,9,0,0,0,0,0,0,24,empty_cylinders_not_collected,2022,6,9,other_hypoxemia,0,9,0,4,1,181.0,68.0,1,grid_reliable,19
2718,district_hospital,O2_0056,rural,113,0,0,0,0,cylinder_portable,0,0,5.5,0,1,2,1,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,12,10,neonatal_respiratory,0,10,0,5,2,199.0,11.0,0,solar,9
2719,district_hospital,O2_0122,peri_urban,105,0,0,0,0,cylinder_portable,0,0,3.6,0,2,2,21,0,0,0,0,1,1,0,not_applicable,2022,8,10,heart_failure,0,10,0,3,0,341.0,42.0,1,solar,22
2720,district_hospital,O2_0077,urban,62,0,0,0,0,cylinder_piped,0,0,2.5,0,3,3,2,0,1,0,0,1,1,0,not_applicable,2021,10,16,COVID19_severe,6,10,1,3,0,169.0,30.0,1,none,2
2721,district_hospital,O2_0048,urban,118,0,0,0,0,oxygen_concentrator,2,1,1.1,0,1,6,3,0,0,0,0,1,1,0,not_applicable,2022,2,8,neonatal_respiratory,6,2,1,0,0,261.0,6.0,1,generator_only,9
2722,district_hospital,O2_0085,rural,6,0,0,0,0,cylinder_piped,0,0,4.9,0,7,2,31,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,11,9,heart_failure,0,9,0,3,2,239.0,49.0,0,grid_reliable,16
2723,district_hospital,O2_0129,urban,54,1,0,0,0,cylinder_piped,0,0,6.8,0,1,2,2,0,0,0,0,1,1,0,not_applicable,2023,12,12,pneumonia_child,2,10,0,6,0,154.0,30.0,0,grid_unreliable,8
2724,district_hospital,O2_0072,peri_urban,22,0,0,0,1,oxygen_concentrator,1,0,0.8,1,1,6,26,0,0,0,0,1,0,0,not_applicable,2022,2,18,COPD_exacerbation,9,9,0,3,0,164.0,63.0,0,none,14
2725,district_hospital,O2_0004,rural,60,0,0,0,0,none,6,3,2.9,0,4,2,2,0,0,0,0,0,0,4,power_outage,2022,7,8,trauma,0,8,0,4,1,179.0,26.0,1,none,17
2726,district_hospital,O2_0007,rural,52,0,0,0,0,oxygen_concentrator,1,0,3.9,0,3,4,30,0,1,0,0,0,0,10,cylinder_delivery_delay,2022,1,8,heart_failure,0,8,0,5,2,303.0,50.0,0,grid_unreliable,7
2727,district_hospital,O2_0188,peri_urban,98,0,0,0,0,cylinder_piped,0,0,8.2,0,2,4,54,0,0,0,0,0,0,2,no_oxygen_source,2023,7,10,COVID19_severe,0,10,0,3,4,275.0,36.0,0,grid_reliable,23
2728,district_hospital,O2_0031,urban,29,0,0,0,0,oxygen_concentrator,1,0,5.8,0,0,8,22,0,0,0,0,1,1,0,not_applicable,2024,8,11,pneumonia_child,6,5,0,3,0,290.0,39.0,0,generator_only,20
2729,district_hospital,O2_0139,peri_urban,72,0,0,0,0,cylinder_piped,4,1,1.0,1,5,6,38,0,1,0,0,0,0,12,empty_cylinders_not_collected,2021,10,12,pneumonia_child,0,12,0,6,5,324.0,52.0,1,none,77
2730,district_hospital,O2_0089,rural,35,0,0,0,0,cylinder_piped,0,0,0.3,0,5,4,6,0,1,0,0,0,0,3,empty_cylinders_not_collected,2022,4,14,pneumonia_adult,0,14,0,6,3,296.0,32.0,1,solar,63
2731,district_hospital,O2_0186,rural,119,0,0,0,0,cylinder_portable,2,1,1.0,1,4,3,28,0,0,0,0,1,1,0,not_applicable,2023,7,10,surgical_anaesthesia,5,5,0,4,0,196.0,4.0,0,grid_unreliable,26
2732,district_hospital,O2_0089,urban,73,0,0,0,0,oxygen_concentrator,2,1,5.6,0,2,3,13,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,6,7,pneumonia_child,0,7,0,2,1,131.0,107.0,0,grid_unreliable,2
2733,district_hospital,O2_0069,rural,51,0,0,0,0,PSA_plant_onsite,0,0,6.9,0,3,3,50,1,0,0,0,1,1,0,not_applicable,2022,8,8,pneumonia_adult,4,4,0,1,0,296.0,7.0,1,grid_unreliable,5
2734,district_hospital,O2_0123,rural,57,0,0,0,0,none,0,0,12.2,0,3,4,5,0,0,0,0,1,0,15,concentrator_malfunction,2022,4,11,asthma_severe,3,8,0,1,0,203.0,45.0,0,grid_unreliable,13
2735,district_hospital,O2_0145,urban,93,0,0,0,0,cylinder_portable,0,0,0.8,0,4,6,24,0,1,0,0,1,1,2,cylinder_delivery_delay,2024,1,11,COVID19_severe,5,6,1,3,0,205.0,36.0,0,grid_unreliable,9
2736,district_hospital,O2_0098,urban,46,0,0,0,0,LOX_bulk_tank,0,0,6.8,0,1,3,1,0,0,0,0,0,0,18,cylinder_delivery_delay,2023,6,8,pneumonia_child,0,8,0,3,0,370.0,88.0,1,grid_unreliable,20
2737,district_hospital,O2_0003,urban,122,0,0,0,0,none,0,0,13.3,0,3,2,1,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,4,14,pneumonia_adult,0,14,0,6,5,107.0,26.0,1,none,28
2738,district_hospital,O2_0161,rural,28,0,0,0,0,cylinder_portable,0,0,3.9,0,4,8,0,0,0,0,0,1,1,0,not_applicable,2022,3,12,severe_malaria,4,8,0,5,0,240.0,78.0,0,none,22
2739,district_hospital,O2_0105,rural,72,0,0,0,0,cylinder_portable,1,0,2.8,0,1,3,7,0,1,0,0,0,0,7,concentrator_malfunction,2022,10,10,surgical_anaesthesia,0,10,0,8,0,255.0,23.0,1,grid_unreliable,1
2740,district_hospital,O2_0098,peri_urban,94,0,0,1,0,none,1,0,1.4,0,3,2,12,0,0,0,0,1,0,0,not_applicable,2024,7,15,surgical_anaesthesia,9,6,1,1,0,214.0,53.0,0,grid_unreliable,7
2741,district_hospital,O2_0183,peri_urban,14,0,1,0,0,none,0,0,0.7,0,3,3,27,0,0,0,0,0,0,15,PSA_plant_breakdown,2023,9,10,severe_malaria,0,10,0,3,2,251.0,22.0,0,solar,50
2742,district_hospital,O2_0059,urban,64,0,0,0,0,oxygen_concentrator,3,1,0.4,0,5,5,7,0,1,0,0,1,1,0,not_applicable,2024,3,10,pneumonia_adult,4,6,1,2,0,114.0,39.0,0,grid_unreliable,7
2743,district_hospital,O2_0032,urban,24,0,0,0,0,cylinder_portable,0,0,3.7,0,2,4,23,0,0,0,0,0,0,10,no_oxygen_source,2024,2,12,pneumonia_adult,0,12,0,7,0,188.0,235.0,0,grid_unreliable,1
2744,district_hospital,O2_0149,rural,71,0,0,0,0,cylinder_piped,0,0,0.1,0,4,0,13,0,0,0,0,1,1,0,not_applicable,2021,1,7,COVID19_severe,3,4,1,3,0,128.0,85.0,0,solar,1
2745,district_hospital,O2_0057,rural,31,0,0,0,0,cylinder_portable,0,0,0.8,0,2,3,8,0,0,0,0,1,1,1,PSA_plant_breakdown,2022,8,21,COPD_exacerbation,11,10,1,4,0,217.0,42.0,1,grid_unreliable,31
2746,district_hospital,O2_0082,peri_urban,68,0,0,0,0,LOX_bulk_tank,0,0,0.0,0,4,2,40,0,0,0,0,0,0,4,power_outage,2023,12,10,trauma,0,10,0,3,5,0.0,64.0,0,solar,4
2747,district_hospital,O2_0146,rural,38,0,0,0,0,cylinder_portable,2,0,0.5,0,1,4,62,0,0,0,0,0,0,2,concentrator_malfunction,2023,5,11,asthma_severe,0,11,0,5,1,354.0,3.0,0,grid_unreliable,6
2748,district_hospital,O2_0115,peri_urban,91,0,0,0,0,none,1,0,6.8,0,4,4,13,0,0,0,0,0,0,29,power_outage,2024,9,11,severe_malaria,0,11,0,3,0,252.0,40.0,0,generator_only,39
2749,district_hospital,O2_0038,urban,100,0,0,0,0,cylinder_piped,3,0,0.1,0,5,8,0,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,2,8,COVID19_severe,0,8,0,5,1,134.0,23.0,0,grid_unreliable,0
2750,district_hospital,O2_0132,urban,53,0,0,0,0,oxygen_concentrator,2,1,4.2,0,3,0,29,0,0,0,0,1,1,0,not_applicable,2024,2,13,heart_failure,5,8,0,4,0,179.0,8.0,1,generator_only,15
2751,district_hospital,O2_0037,rural,114,0,0,0,0,cylinder_portable,0,0,0.5,0,3,6,3,0,0,0,0,1,1,0,not_applicable,2024,10,19,pneumonia_child,12,7,0,1,0,248.0,88.0,1,none,7
2752,district_hospital,O2_0141,peri_urban,11,0,1,0,0,none,3,1,3.1,0,3,3,57,0,0,0,0,1,0,0,not_applicable,2024,8,13,pneumonia_child,8,5,1,2,0,179.0,169.0,0,none,30
2753,district_hospital,O2_0133,rural,65,0,0,0,0,cylinder_piped,0,0,1.3,0,2,3,18,0,1,0,0,1,1,0,not_applicable,2021,4,16,heart_failure,8,8,0,3,0,236.0,71.0,0,grid_reliable,6
2754,district_hospital,O2_0085,peri_urban,38,0,0,0,0,oxygen_concentrator,0,0,0.8,0,4,4,50,0,0,0,0,0,0,7,funding_for_refill,2022,7,10,COVID19_severe,0,10,0,2,2,161.0,42.0,0,generator_only,49
2755,district_hospital,O2_0131,rural,70,0,0,0,0,oxygen_concentrator,1,0,1.8,0,5,3,4,0,1,1,0,1,1,0,not_applicable,2022,1,4,pneumonia_adult,2,2,0,0,0,433.0,3.0,0,grid_unreliable,19
2756,district_hospital,O2_0056,rural,102,0,0,0,0,cylinder_portable,1,0,5.4,0,3,4,27,0,0,0,0,1,1,0,not_applicable,2023,7,15,pneumonia_child,5,10,0,5,0,363.0,15.0,0,grid_unreliable,40
2757,district_hospital,O2_0141,rural,99,0,0,0,0,oxygen_concentrator,4,1,2.6,0,4,5,10,0,0,0,0,1,1,0,not_applicable,2024,8,11,COPD_exacerbation,4,7,1,3,0,182.0,19.0,0,grid_unreliable,21
2758,district_hospital,O2_0181,urban,32,0,0,0,0,oxygen_concentrator,1,0,4.2,1,2,9,11,0,0,0,0,0,0,13,power_outage,2023,7,15,pneumonia_child,0,15,0,6,5,6.0,92.0,1,grid_unreliable,0
2759,district_hospital,O2_0063,peri_urban,44,0,0,0,0,oxygen_concentrator,0,0,1.0,0,3,8,1,0,1,1,0,1,1,0,not_applicable,2021,2,15,pneumonia_adult,9,6,1,2,0,373.0,28.0,1,generator_only,1
2760,district_hospital,O2_0025,urban,62,0,0,0,0,oxygen_concentrator,0,0,6.5,0,2,3,57,0,0,0,0,0,0,2,demand_surge,2023,4,7,sepsis,0,7,0,3,1,324.0,40.0,0,grid_reliable,26
2761,district_hospital,O2_0096,urban,39,0,0,0,0,oxygen_concentrator,3,0,4.8,0,3,1,92,0,1,0,0,1,1,0,not_applicable,2022,4,9,heart_failure,2,7,1,2,0,200.0,61.0,0,grid_unreliable,5
2762,district_hospital,O2_0173,urban,46,0,0,0,0,cylinder_portable,0,0,1.5,0,0,2,10,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,9,21,trauma,0,21,0,7,12,277.0,118.0,1,grid_reliable,13
2763,district_hospital,O2_0019,rural,5,0,0,0,0,oxygen_concentrator,0,0,21.5,0,6,3,0,0,0,0,0,0,0,6,supplier_stockout,2022,12,10,trauma,0,10,0,3,3,321.0,58.0,1,none,10
2764,district_hospital,O2_0004,rural,86,0,0,0,0,oxygen_concentrator,2,0,3.6,0,2,3,16,0,1,1,0,1,0,0,not_applicable,2023,9,16,sepsis,8,8,1,2,0,188.0,256.0,0,grid_unreliable,5
2765,district_hospital,O2_0044,peri_urban,5,0,0,0,0,oxygen_concentrator,4,1,2.2,0,1,8,30,0,1,1,1,1,1,0,not_applicable,2024,4,12,other_hypoxemia,4,8,1,7,0,300.0,13.0,0,grid_unreliable,13
2766,district_hospital,O2_0027,rural,57,0,0,0,0,cylinder_piped,0,0,1.5,0,3,3,21,0,0,0,0,1,0,2,cylinder_delivery_delay,2024,7,13,neonatal_respiratory,3,10,1,4,0,143.0,14.0,0,solar,6
2767,district_hospital,O2_0136,peri_urban,86,0,0,0,0,cylinder_portable,0,0,1.0,0,3,2,1,0,0,0,0,1,1,0,not_applicable,2024,10,15,pneumonia_child,8,7,1,5,0,297.0,70.0,1,grid_reliable,1
2768,district_hospital,O2_0168,rural,47,0,0,0,0,cylinder_piped,0,0,6.5,0,3,8,81,0,0,0,0,1,1,0,not_applicable,2023,9,12,pneumonia_child,2,10,1,5,0,238.0,16.0,0,generator_only,2
2769,district_hospital,O2_0114,rural,11,0,0,0,0,PSA_plant_onsite,0,0,6.6,0,4,4,27,0,0,0,0,1,1,0,not_applicable,2023,9,11,neonatal_respiratory,5,6,1,4,0,172.0,17.0,0,grid_unreliable,5
2770,district_hospital,O2_0015,rural,46,1,0,0,0,cylinder_piped,0,0,6.1,0,1,6,44,0,0,0,0,0,0,7,demand_surge,2024,8,19,COPD_exacerbation,0,19,0,10,6,292.0,72.0,0,none,12
2771,district_hospital,O2_0078,urban,88,0,0,0,0,oxygen_concentrator,3,0,1.4,0,4,4,31,0,0,0,0,1,1,0,not_applicable,2023,4,10,neonatal_respiratory,3,7,1,3,0,105.0,93.0,1,grid_unreliable,13
2772,district_hospital,O2_0142,rural,80,0,0,0,0,cylinder_portable,0,0,5.1,0,9,4,40,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,2,9,COVID19_severe,4,5,0,2,0,183.0,17.0,0,grid_unreliable,11
2773,district_hospital,O2_0057,peri_urban,47,0,0,0,0,oxygen_concentrator,0,0,1.4,0,1,3,25,0,0,0,0,1,1,0,not_applicable,2023,9,10,pneumonia_adult,3,7,1,1,0,16.0,15.0,1,grid_reliable,23
2774,district_hospital,O2_0005,urban,88,0,0,0,0,none,0,0,1.2,0,4,6,22,0,0,0,0,1,1,0,not_applicable,2024,9,10,pneumonia_adult,4,6,0,5,0,186.0,8.0,0,grid_reliable,3
2775,district_hospital,O2_0081,urban,44,0,0,0,0,oxygen_concentrator,2,0,0.5,0,1,4,10,0,1,0,0,0,0,3,power_outage,2024,12,8,pneumonia_child,0,8,0,2,5,127.0,102.0,0,grid_unreliable,3
2776,district_hospital,O2_0114,rural,80,0,0,0,0,none,0,0,2.5,1,2,4,48,0,0,0,0,0,0,17,empty_cylinders_not_collected,2022,1,11,pneumonia_child,0,11,0,3,6,34.0,70.0,1,grid_unreliable,3
2777,district_hospital,O2_0062,urban,98,0,0,0,0,cylinder_portable,0,0,16.2,0,3,2,4,0,1,1,1,1,1,0,not_applicable,2022,12,8,neonatal_respiratory,3,5,1,2,0,139.0,30.0,1,generator_only,48
2778,district_hospital,O2_0124,urban,70,0,0,0,0,oxygen_concentrator,1,0,2.0,0,2,8,21,0,0,0,0,1,0,0,not_applicable,2023,10,15,sepsis,3,12,1,3,0,159.0,38.0,0,grid_unreliable,0
2779,district_hospital,O2_0114,rural,94,0,0,0,0,cylinder_portable,0,0,19.5,0,1,8,26,0,1,0,0,1,1,0,not_applicable,2024,6,6,sepsis,2,4,1,1,0,251.0,39.0,0,generator_only,1
2780,district_hospital,O2_0018,urban,69,0,0,0,0,oxygen_concentrator,5,0,4.4,1,1,0,11,0,0,0,0,1,0,9,concentrator_malfunction,2023,11,11,pneumonia_adult,3,8,0,2,0,248.0,9.0,1,grid_reliable,40
2781,district_hospital,O2_0118,rural,63,0,0,0,0,oxygen_concentrator,1,0,0.7,0,3,2,33,0,0,0,0,1,1,0,not_applicable,2024,8,13,trauma,8,5,0,1,0,167.0,37.0,0,grid_unreliable,14
2782,district_hospital,O2_0086,rural,121,0,0,0,0,oxygen_concentrator,0,0,3.1,0,5,3,2,0,0,0,0,0,0,1,concentrator_malfunction,2022,6,9,severe_malaria,0,9,0,5,1,103.0,21.0,0,none,17
2783,district_hospital,O2_0134,peri_urban,5,0,0,0,0,cylinder_piped,1,0,7.1,0,3,1,39,0,0,0,0,0,0,3,concentrator_malfunction,2023,6,8,surgical_anaesthesia,0,8,0,2,3,191.0,39.0,0,none,13
2784,district_hospital,O2_0164,urban,35,0,0,0,0,cylinder_portable,0,0,7.8,0,4,3,5,0,1,1,1,0,0,1,cylinder_delivery_delay,2022,7,17,sepsis,0,17,0,6,2,252.0,6.0,0,grid_unreliable,8
2785,district_hospital,O2_0117,urban,72,0,0,1,0,oxygen_concentrator,1,0,1.1,0,4,5,15,0,1,0,0,0,0,19,power_outage,2024,4,6,COVID19_severe,0,6,0,1,3,119.0,185.0,1,none,20
2786,district_hospital,O2_0066,peri_urban,49,0,0,0,0,LOX_bulk_tank,0,0,1.8,0,3,4,4,0,0,0,0,1,0,15,supplier_stockout,2021,7,12,trauma,3,9,1,5,0,181.0,85.0,0,grid_unreliable,13
2787,district_hospital,O2_0113,rural,35,1,0,0,0,none,0,0,1.8,0,4,5,37,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,7,20,COVID19_severe,0,20,0,6,10,143.0,35.0,0,grid_unreliable,28
2788,district_hospital,O2_0014,rural,5,0,0,0,0,oxygen_concentrator,1,0,2.3,0,3,3,3,0,0,0,0,1,1,7,regulator_valve_failure,2024,12,7,asthma_severe,4,3,0,0,0,200.0,100.0,0,generator_only,2
2789,district_hospital,O2_0199,rural,34,0,0,0,0,none,0,0,1.2,0,3,8,17,0,1,1,0,0,0,1,power_outage,2021,11,14,heart_failure,0,14,0,8,5,201.0,12.0,0,grid_reliable,7
2790,district_hospital,O2_0134,peri_urban,54,0,0,0,0,oxygen_concentrator,4,0,1.5,0,2,1,3,0,1,0,0,0,0,21,regulator_valve_failure,2023,11,13,pneumonia_adult,0,13,0,8,3,164.0,104.0,0,none,15
2791,district_hospital,O2_0091,rural,92,0,1,0,0,cylinder_portable,4,1,7.4,0,0,2,29,0,0,0,0,0,0,12,power_outage,2024,4,11,trauma,0,11,0,6,4,155.0,96.0,0,grid_unreliable,50
2792,district_hospital,O2_0098,peri_urban,12,0,0,0,0,oxygen_concentrator,2,0,1.1,0,4,1,1,0,1,0,0,1,0,0,not_applicable,2024,8,12,pneumonia_adult,2,10,1,3,0,134.0,17.0,0,none,5
2793,district_hospital,O2_0036,urban,40,1,0,0,0,cylinder_portable,4,0,5.9,1,4,5,3,0,0,0,0,1,1,0,not_applicable,2022,2,9,surgical_anaesthesia,5,4,1,2,0,50.0,49.0,0,solar,15
2794,district_hospital,O2_0186,rural,5,0,0,0,0,cylinder_portable,0,0,8.0,0,0,5,26,0,0,0,0,1,1,0,not_applicable,2023,5,18,pneumonia_child,11,7,1,3,0,241.0,19.0,0,solar,0
2795,district_hospital,O2_0141,rural,89,0,0,0,0,cylinder_portable,0,0,1.6,0,2,5,2,0,1,0,0,1,1,3,power_outage,2022,1,18,pneumonia_adult,10,8,0,5,0,95.0,9.0,0,solar,6
2796,district_hospital,O2_0033,rural,34,0,0,0,0,cylinder_portable,0,0,6.7,0,0,4,29,0,1,0,0,1,1,0,not_applicable,2022,5,11,pneumonia_adult,4,7,1,2,0,194.0,34.0,0,generator_only,13
2797,district_hospital,O2_0159,urban,85,0,0,0,0,LOX_bulk_tank,0,0,4.1,0,4,6,27,0,0,0,0,1,0,0,not_applicable,2022,4,14,surgical_anaesthesia,6,8,1,3,0,183.0,94.0,0,grid_reliable,81
2798,district_hospital,O2_0005,rural,101,0,0,0,0,LOX_bulk_tank,0,0,0.1,0,3,6,28,0,1,0,0,0,0,11,power_outage,2021,11,16,neonatal_respiratory,0,16,0,8,5,241.0,82.0,0,generator_only,2
2799,district_hospital,O2_0181,peri_urban,99,0,0,0,0,cylinder_portable,0,0,17.7,0,5,4,2,0,1,0,0,1,1,0,not_applicable,2021,11,7,pneumonia_adult,3,4,0,1,0,398.0,9.0,1,generator_only,3
2800,district_hospital,O2_0075,urban,5,0,0,0,0,oxygen_concentrator,2,1,7.8,0,3,3,1,0,0,0,0,1,1,0,not_applicable,2021,5,12,heart_failure,3,9,1,3,0,214.0,97.0,0,grid_unreliable,9
2801,district_hospital,O2_0047,rural,110,0,0,0,0,cylinder_portable,0,0,13.6,0,4,6,7,0,1,0,0,1,1,0,not_applicable,2022,4,13,other_hypoxemia,5,8,0,2,0,244.0,56.0,0,grid_unreliable,11
2802,district_hospital,O2_0039,rural,46,0,0,0,0,cylinder_portable,0,0,0.1,0,4,3,17,0,1,0,0,0,0,19,no_oxygen_source,2021,9,10,pneumonia_child,0,10,0,6,5,177.0,15.0,1,grid_unreliable,30
2803,district_hospital,O2_0148,urban,103,0,0,0,0,cylinder_portable,0,0,8.4,0,3,0,4,0,0,0,0,1,1,0,not_applicable,2023,7,14,other_hypoxemia,0,14,0,4,0,279.0,28.0,1,grid_unreliable,10
2804,district_hospital,O2_0187,peri_urban,9,0,0,0,0,none,2,0,2.3,0,2,5,55,0,1,1,0,1,0,0,not_applicable,2024,12,18,asthma_severe,7,11,1,5,0,264.0,2.0,1,none,5
2805,district_hospital,O2_0184,rural,5,0,0,1,0,LOX_bulk_tank,0,0,2.1,0,0,7,40,0,1,0,0,1,1,0,not_applicable,2022,2,11,other_hypoxemia,7,4,1,3,0,252.0,70.0,1,solar,28
2806,district_hospital,O2_0157,urban,51,0,0,0,0,cylinder_portable,0,0,1.9,0,3,3,23,0,0,0,0,1,1,0,not_applicable,2022,3,9,pneumonia_adult,3,6,0,1,0,223.0,62.0,0,grid_unreliable,17
2807,district_hospital,O2_0079,peri_urban,5,0,0,0,0,PSA_plant_onsite,0,0,3.2,0,4,10,23,1,0,0,0,1,1,2,cylinder_delivery_delay,2024,9,17,neonatal_respiratory,7,10,0,7,0,210.0,120.0,0,grid_unreliable,1
2808,district_hospital,O2_0003,rural,7,0,0,0,0,cylinder_piped,0,0,1.2,0,1,3,19,0,0,0,0,0,0,2,concentrator_malfunction,2024,9,9,asthma_severe,0,9,0,3,0,354.0,15.0,1,grid_unreliable,6
2809,district_hospital,O2_0018,rural,117,0,0,1,0,oxygen_concentrator,1,0,5.1,0,3,4,69,0,0,0,0,1,0,0,not_applicable,2023,7,4,pneumonia_adult,2,2,0,0,0,308.0,130.0,0,grid_unreliable,1
2810,district_hospital,O2_0050,rural,6,0,0,0,0,LOX_bulk_tank,0,0,5.4,0,4,2,13,0,0,0,0,1,0,0,not_applicable,2022,12,8,pneumonia_adult,3,5,0,2,0,88.0,304.0,1,grid_unreliable,30
2811,district_hospital,O2_0127,peri_urban,113,0,0,0,0,cylinder_portable,2,0,4.0,0,4,2,25,0,1,1,0,0,0,4,empty_cylinders_not_collected,2021,1,8,asthma_severe,0,8,0,2,1,273.0,51.0,0,solar,1
2812,district_hospital,O2_0090,peri_urban,59,0,0,0,0,cylinder_piped,0,0,15.3,0,2,2,69,0,0,0,0,1,1,0,not_applicable,2023,6,19,pneumonia_child,6,13,0,7,0,274.0,4.0,0,solar,7
2813,district_hospital,O2_0096,rural,67,0,1,0,0,LOX_bulk_tank,0,0,4.7,0,4,3,27,0,0,0,0,1,1,0,not_applicable,2024,6,13,COPD_exacerbation,6,7,1,0,0,262.0,56.0,0,grid_unreliable,8
2814,district_hospital,O2_0058,peri_urban,98,0,0,0,0,LOX_bulk_tank,0,0,0.3,0,2,5,3,0,0,0,0,1,0,1,cylinder_delivery_delay,2024,10,14,COVID19_severe,4,10,1,5,0,132.0,61.0,0,grid_reliable,18
2815,district_hospital,O2_0107,rural,60,0,0,0,0,oxygen_concentrator,1,0,0.5,0,4,4,16,0,1,1,1,1,0,1,funding_for_refill,2022,7,19,asthma_severe,7,12,1,9,0,236.0,90.0,1,generator_only,36
2816,district_hospital,O2_0021,peri_urban,127,0,0,0,1,cylinder_portable,0,0,7.0,1,2,4,11,0,1,0,0,1,1,0,not_applicable,2023,5,13,COVID19_severe,6,7,0,3,0,240.0,21.0,0,generator_only,14
2817,district_hospital,O2_0109,urban,90,0,0,0,0,oxygen_concentrator,0,0,5.7,0,3,1,52,0,0,0,0,1,1,0,not_applicable,2023,7,12,pneumonia_child,5,7,1,3,0,214.0,71.0,1,grid_reliable,12
2818,district_hospital,O2_0143,urban,78,0,0,0,0,cylinder_portable,0,0,18.7,0,3,0,9,0,1,1,0,0,0,1,concentrator_malfunction,2023,2,11,surgical_anaesthesia,0,11,0,4,2,171.0,81.0,1,solar,6
2819,district_hospital,O2_0028,peri_urban,5,0,1,0,0,none,0,0,0.9,0,3,3,3,0,0,0,0,0,0,7,empty_cylinders_not_collected,2024,6,12,COVID19_severe,0,12,0,4,1,221.0,23.0,0,none,16
2820,district_hospital,O2_0039,urban,88,0,0,0,0,oxygen_concentrator,0,0,4.5,0,1,3,2,0,1,1,1,0,0,4,PSA_plant_breakdown,2023,11,12,COPD_exacerbation,0,12,0,4,4,242.0,0.0,1,none,16
2821,district_hospital,O2_0183,urban,88,0,0,0,0,oxygen_concentrator,2,1,3.3,0,3,9,3,0,1,1,0,1,1,0,not_applicable,2021,9,8,severe_malaria,4,4,0,0,0,234.0,40.0,0,grid_unreliable,46
2822,district_hospital,O2_0155,peri_urban,77,0,0,0,0,cylinder_portable,0,0,3.7,0,6,3,14,0,0,0,0,1,1,0,not_applicable,2021,7,12,pneumonia_child,9,3,0,1,0,135.0,83.0,0,solar,7
2823,district_hospital,O2_0096,urban,56,0,0,0,0,oxygen_concentrator,3,0,6.4,0,3,3,0,0,0,0,0,0,0,3,power_outage,2023,5,10,COVID19_severe,0,10,0,4,3,151.0,30.0,1,none,15
2824,district_hospital,O2_0161,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.8,0,2,3,1,0,0,0,0,1,0,1,cylinder_delivery_delay,2024,11,12,COVID19_severe,6,6,1,1,0,275.0,98.0,1,generator_only,46
2825,district_hospital,O2_0054,rural,157,0,0,0,0,oxygen_concentrator,3,1,8.1,0,1,5,78,0,0,0,0,1,0,0,not_applicable,2022,4,18,trauma,4,14,1,9,0,173.0,5.0,0,none,0
2826,district_hospital,O2_0110,rural,139,0,0,1,0,cylinder_portable,0,0,2.9,1,2,2,16,0,0,0,0,0,0,24,cylinder_delivery_delay,2021,4,12,surgical_anaesthesia,0,12,0,3,4,30.0,185.0,1,grid_reliable,12
2827,district_hospital,O2_0177,peri_urban,147,0,0,0,0,oxygen_concentrator,4,0,2.8,0,2,6,1,0,0,0,0,1,1,0,not_applicable,2021,12,10,COVID19_severe,2,8,1,2,0,214.0,13.0,0,none,17
2828,district_hospital,O2_0024,rural,63,0,0,0,0,cylinder_piped,4,3,1.5,0,2,1,33,0,1,1,1,1,1,3,concentrator_malfunction,2024,7,18,surgical_anaesthesia,7,11,1,8,0,207.0,15.0,1,grid_unreliable,10
2829,district_hospital,O2_0026,rural,100,0,0,0,0,cylinder_portable,0,0,0.6,1,1,7,16,0,0,0,0,0,0,10,power_outage,2022,7,13,sepsis,0,13,0,5,2,124.0,35.0,0,solar,2
2830,district_hospital,O2_0103,peri_urban,38,0,0,0,0,none,0,0,5.8,1,0,5,29,0,0,0,0,0,0,3,piping_system_leak,2022,8,12,pneumonia_child,0,12,0,9,2,299.0,10.0,0,grid_unreliable,24
2831,district_hospital,O2_0152,rural,35,0,0,0,0,cylinder_portable,0,0,2.8,0,3,6,8,0,1,0,0,0,0,15,empty_cylinders_not_collected,2022,1,8,neonatal_respiratory,0,8,0,6,0,252.0,77.0,1,grid_unreliable,1
2832,district_hospital,O2_0159,peri_urban,5,0,0,0,1,cylinder_piped,0,0,1.1,1,3,3,23,0,1,1,0,0,0,5,supplier_stockout,2023,12,13,pneumonia_adult,0,13,0,7,4,121.0,1.0,0,none,1
2833,district_hospital,O2_0137,urban,87,0,0,0,0,oxygen_concentrator,6,2,0.4,0,4,7,87,0,0,0,0,1,1,1,concentrator_malfunction,2024,8,5,severe_malaria,2,3,0,1,0,141.0,118.0,0,none,9
2834,district_hospital,O2_0066,peri_urban,47,0,0,0,0,none,1,0,5.3,0,0,4,11,0,1,0,0,1,0,15,concentrator_malfunction,2024,3,12,pneumonia_child,1,11,0,7,0,261.0,82.0,1,grid_unreliable,23
2835,district_hospital,O2_0188,peri_urban,107,0,0,0,0,cylinder_portable,0,0,0.5,0,9,6,36,0,1,0,0,1,0,0,not_applicable,2023,3,10,sepsis,3,7,0,2,0,66.0,65.0,0,grid_unreliable,6
2836,district_hospital,O2_0166,rural,127,0,0,0,0,oxygen_concentrator,2,0,0.9,0,3,5,16,0,1,1,0,0,0,30,empty_cylinders_not_collected,2024,2,13,trauma,0,13,0,8,1,187.0,7.0,0,generator_only,7
2837,district_hospital,O2_0016,rural,19,0,1,0,0,cylinder_piped,1,0,0.8,0,0,2,26,0,0,0,0,1,0,2,concentrator_malfunction,2023,9,14,other_hypoxemia,8,6,1,4,0,188.0,41.0,0,grid_reliable,40
2838,district_hospital,O2_0008,peri_urban,45,0,0,0,0,PSA_plant_onsite,0,0,8.4,0,3,3,26,0,1,1,0,1,1,1,cylinder_delivery_delay,2023,1,16,pneumonia_adult,5,11,1,4,0,236.0,47.0,0,none,28
2839,district_hospital,O2_0187,urban,21,0,0,0,0,oxygen_concentrator,6,2,6.2,1,3,4,2,0,0,0,0,0,0,2,power_outage,2023,3,10,neonatal_respiratory,0,10,0,5,4,201.0,58.0,0,grid_unreliable,19
2840,district_hospital,O2_0117,rural,77,0,0,0,0,oxygen_concentrator,4,1,9.2,0,1,6,20,0,1,0,0,0,0,7,supplier_stockout,2022,9,24,COVID19_severe,0,24,0,14,10,117.0,94.0,0,none,1
2841,district_hospital,O2_0136,urban,52,0,0,0,0,LOX_bulk_tank,0,0,1.0,0,4,2,57,0,1,0,0,0,0,11,PSA_plant_breakdown,2022,9,12,severe_malaria,0,12,0,5,3,263.0,114.0,1,grid_unreliable,36
2842,district_hospital,O2_0192,rural,5,0,0,0,0,oxygen_concentrator,4,0,1.6,0,5,4,38,0,1,1,1,0,0,4,cylinder_delivery_delay,2023,1,12,COPD_exacerbation,0,12,0,8,1,170.0,3.0,0,grid_unreliable,5
2843,district_hospital,O2_0116,rural,55,0,0,0,0,cylinder_piped,0,0,9.3,0,4,3,38,0,0,0,0,0,0,12,cylinder_delivery_delay,2023,11,13,COVID19_severe,0,13,0,8,4,227.0,60.0,0,grid_unreliable,37
2844,district_hospital,O2_0117,peri_urban,40,0,0,0,1,cylinder_piped,3,1,16.1,1,1,2,0,0,0,0,0,0,0,16,concentrator_malfunction,2022,11,13,pneumonia_adult,0,13,0,8,4,236.0,18.0,1,solar,12
2845,district_hospital,O2_0079,rural,80,0,0,0,0,none,0,0,1.7,0,3,5,64,0,0,0,0,1,1,0,not_applicable,2024,11,15,neonatal_respiratory,8,7,1,2,0,217.0,8.0,0,none,3
2846,district_hospital,O2_0067,rural,49,0,0,0,0,none,0,0,0.5,0,5,7,10,0,0,0,0,1,0,0,not_applicable,2024,3,8,pneumonia_child,3,5,0,2,0,163.0,47.0,1,generator_only,12
2847,district_hospital,O2_0042,peri_urban,43,0,0,0,0,oxygen_concentrator,3,0,18.4,0,4,3,49,0,0,0,0,1,1,0,not_applicable,2023,6,12,pneumonia_child,3,9,0,3,0,284.0,96.0,0,generator_only,41
2848,district_hospital,O2_0067,rural,75,0,0,0,0,cylinder_piped,3,0,1.8,0,0,3,5,0,0,0,0,1,0,0,not_applicable,2023,1,12,surgical_anaesthesia,4,8,0,3,0,138.0,57.0,1,grid_reliable,2
2849,district_hospital,O2_0168,urban,5,0,0,0,0,oxygen_concentrator,3,1,1.9,0,2,3,7,0,0,0,0,0,0,17,supplier_stockout,2021,3,12,pneumonia_child,0,12,0,5,4,116.0,121.0,0,grid_unreliable,15
2850,district_hospital,O2_0022,rural,55,0,0,0,1,cylinder_portable,0,0,0.2,1,1,1,34,0,0,0,0,1,1,0,not_applicable,2021,6,16,other_hypoxemia,5,11,0,4,0,113.0,24.0,1,none,22
2851,district_hospital,O2_0086,rural,84,0,0,0,0,cylinder_piped,0,0,11.4,0,4,5,98,0,0,0,0,1,1,0,not_applicable,2022,1,14,pneumonia_adult,7,7,0,3,0,261.0,5.0,0,none,16
2852,district_hospital,O2_0127,rural,103,0,0,0,0,none,0,0,1.7,0,4,3,14,0,1,0,0,0,0,26,power_outage,2023,4,8,neonatal_respiratory,0,8,0,3,2,270.0,52.0,0,grid_unreliable,5
2853,district_hospital,O2_0165,peri_urban,23,0,0,0,0,cylinder_piped,0,0,2.5,0,6,3,28,0,1,0,0,0,0,13,concentrator_malfunction,2024,9,9,severe_malaria,0,9,0,3,0,187.0,107.0,0,solar,11
2854,district_hospital,O2_0187,rural,5,0,0,0,1,cylinder_portable,0,0,2.2,1,6,5,1,0,1,0,0,0,0,6,concentrator_malfunction,2023,5,11,other_hypoxemia,0,11,0,6,4,277.0,32.0,1,solar,9
2855,district_hospital,O2_0074,urban,87,0,0,0,0,none,3,1,4.1,0,5,3,10,0,0,0,0,1,1,0,not_applicable,2024,7,12,sepsis,9,3,0,1,0,277.0,60.0,1,none,0
2856,district_hospital,O2_0097,rural,34,0,0,0,0,cylinder_portable,0,0,30.3,0,1,5,1,0,0,0,0,0,0,30,funding_for_refill,2023,5,6,surgical_anaesthesia,0,6,0,2,1,147.0,58.0,0,grid_unreliable,1
2857,district_hospital,O2_0046,rural,76,0,1,0,0,oxygen_concentrator,1,0,0.1,0,1,7,14,0,1,1,0,0,0,1,PSA_plant_breakdown,2024,6,13,severe_malaria,0,13,0,4,5,161.0,159.0,0,grid_reliable,32
2858,district_hospital,O2_0056,rural,14,0,0,0,0,none,0,0,2.1,0,1,4,1,0,1,0,0,0,0,19,cylinder_delivery_delay,2024,2,16,pneumonia_adult,0,16,0,7,5,173.0,2.0,0,generator_only,82
2859,district_hospital,O2_0023,rural,118,0,0,0,0,cylinder_piped,0,0,3.8,0,4,2,20,0,0,0,0,1,1,0,not_applicable,2023,5,10,COVID19_severe,5,5,1,0,0,255.0,39.0,1,none,30
2860,district_hospital,O2_0143,rural,66,0,0,0,0,oxygen_concentrator,0,0,0.4,1,5,4,1,0,0,0,0,0,0,2,concentrator_malfunction,2023,6,4,pneumonia_adult,0,4,0,0,0,319.0,14.0,1,grid_unreliable,5
2861,district_hospital,O2_0097,rural,72,0,0,0,0,none,0,0,0.9,1,2,2,0,0,0,0,0,1,1,0,not_applicable,2023,5,16,COVID19_severe,3,13,0,7,0,223.0,53.0,0,solar,0
2862,district_hospital,O2_0146,rural,90,0,1,1,0,cylinder_portable,0,0,7.1,0,5,5,19,0,1,1,1,0,0,1,concentrator_malfunction,2024,10,12,pneumonia_child,0,12,0,4,6,288.0,25.0,1,grid_unreliable,21
2863,district_hospital,O2_0090,peri_urban,86,0,0,0,0,cylinder_portable,0,0,6.5,0,3,3,103,0,0,0,0,1,1,0,not_applicable,2022,11,18,pneumonia_adult,9,9,0,4,0,161.0,26.0,0,none,3
2864,district_hospital,O2_0148,urban,11,0,0,0,0,cylinder_piped,0,0,1.4,0,3,4,9,0,0,0,0,1,1,0,not_applicable,2022,6,8,heart_failure,5,3,0,1,0,227.0,41.0,0,grid_unreliable,10
2865,district_hospital,O2_0176,rural,75,0,0,0,0,cylinder_piped,1,0,7.2,0,6,1,5,0,0,0,0,0,0,14,power_outage,2024,10,14,pneumonia_child,0,14,0,8,3,209.0,49.0,0,none,6
2866,district_hospital,O2_0099,rural,47,0,0,0,1,none,0,0,6.8,1,3,5,68,0,1,0,0,0,0,3,funding_for_refill,2024,11,15,trauma,0,15,0,10,2,158.0,13.0,1,grid_unreliable,21
2867,district_hospital,O2_0193,rural,96,0,0,0,1,oxygen_concentrator,4,2,3.4,1,4,5,18,0,0,0,0,1,1,0,not_applicable,2022,4,8,asthma_severe,6,2,1,0,0,287.0,91.0,1,none,7
2868,district_hospital,O2_0093,urban,62,0,0,0,0,none,2,1,6.7,0,4,3,20,0,0,0,0,0,0,5,power_outage,2023,6,12,surgical_anaesthesia,0,12,0,6,5,155.0,40.0,0,grid_unreliable,14
2869,district_hospital,O2_0194,peri_urban,42,0,0,0,0,oxygen_concentrator,4,2,1.5,0,5,2,77,0,0,0,0,0,0,3,piping_system_leak,2024,8,9,other_hypoxemia,0,9,0,3,3,126.0,8.0,0,grid_reliable,8
2870,district_hospital,O2_0032,urban,21,0,0,0,0,oxygen_concentrator,4,2,3.5,0,2,1,6,0,1,1,0,1,1,0,not_applicable,2022,4,11,other_hypoxemia,6,5,0,1,0,136.0,82.0,1,grid_unreliable,9
2871,district_hospital,O2_0092,peri_urban,39,0,0,0,0,oxygen_concentrator,1,0,6.4,0,4,2,7,0,0,0,0,1,1,0,not_applicable,2023,2,14,neonatal_respiratory,8,6,0,2,0,339.0,25.0,1,none,13
2872,district_hospital,O2_0117,peri_urban,26,0,0,0,0,oxygen_concentrator,3,3,14.1,1,4,3,9,0,1,0,0,1,0,0,not_applicable,2024,5,10,surgical_anaesthesia,4,6,1,4,0,160.0,43.0,1,grid_unreliable,20
2873,district_hospital,O2_0184,rural,71,0,0,0,0,cylinder_portable,0,0,11.8,0,3,5,34,0,0,0,0,0,0,4,power_outage,2024,7,12,pneumonia_child,0,12,0,5,3,259.0,136.0,1,solar,12
2874,district_hospital,O2_0129,urban,43,0,0,0,0,none,0,0,19.6,0,4,4,20,0,0,0,0,0,0,1,power_outage,2023,8,14,surgical_anaesthesia,0,14,0,4,8,309.0,112.0,0,grid_unreliable,12
2875,district_hospital,O2_0024,rural,38,0,0,0,0,cylinder_portable,0,0,7.0,0,2,2,5,0,0,0,0,0,0,1,no_oxygen_source,2022,7,10,pneumonia_adult,0,10,0,6,4,271.0,33.0,0,solar,42
2876,district_hospital,O2_0159,rural,130,0,0,0,0,cylinder_portable,0,0,1.1,0,1,4,0,0,0,0,0,0,0,19,funding_for_refill,2023,5,12,asthma_severe,0,12,0,6,5,205.0,20.0,0,none,15
2877,district_hospital,O2_0138,peri_urban,51,1,0,0,0,oxygen_concentrator,1,0,2.4,0,1,4,1,0,0,0,0,0,0,10,demand_surge,2023,5,11,COPD_exacerbation,0,11,0,5,4,223.0,27.0,0,generator_only,81
2878,district_hospital,O2_0054,peri_urban,26,0,0,0,0,oxygen_concentrator,0,0,5.5,0,5,1,5,0,0,0,0,1,1,1,PSA_plant_breakdown,2023,6,11,pneumonia_adult,3,8,1,3,0,186.0,38.0,0,none,10
2879,district_hospital,O2_0064,peri_urban,5,0,0,0,1,cylinder_portable,0,0,15.4,1,4,7,21,0,0,0,0,1,1,0,not_applicable,2024,6,14,pneumonia_child,6,8,0,5,0,203.0,3.0,0,none,27
2880,district_hospital,O2_0059,urban,150,0,1,0,0,oxygen_concentrator,2,0,0.0,0,4,5,13,0,1,0,0,0,0,28,funding_for_refill,2022,9,11,COPD_exacerbation,0,11,0,3,1,161.0,18.0,0,solar,9
2881,district_hospital,O2_0126,rural,42,0,0,0,0,oxygen_concentrator,3,0,1.3,0,3,3,29,0,0,0,0,1,1,0,not_applicable,2022,7,11,surgical_anaesthesia,5,6,0,1,0,137.0,57.0,0,none,13
2882,district_hospital,O2_0142,peri_urban,74,0,0,0,0,none,4,2,1.1,0,2,10,4,0,0,0,0,0,0,13,concentrator_malfunction,2023,8,9,COVID19_severe,0,9,0,1,3,168.0,14.0,0,grid_unreliable,10
2883,district_hospital,O2_0033,urban,78,0,0,0,0,cylinder_portable,0,0,5.7,0,6,1,6,0,0,0,0,1,1,0,not_applicable,2024,4,10,pneumonia_child,2,8,0,3,0,280.0,25.0,1,grid_unreliable,13
2884,district_hospital,O2_0145,urban,56,0,0,0,0,oxygen_concentrator,1,0,7.2,0,4,3,29,0,0,0,0,1,1,0,not_applicable,2022,1,14,surgical_anaesthesia,4,10,0,5,0,180.0,23.0,0,generator_only,2
2885,district_hospital,O2_0077,rural,102,0,0,0,0,none,0,0,0.6,0,3,5,0,0,0,0,0,0,0,18,no_oxygen_source,2024,6,11,sepsis,0,11,0,7,1,9.0,0.0,1,solar,2
2886,district_hospital,O2_0163,urban,58,0,0,1,0,LOX_bulk_tank,0,0,6.0,0,3,5,29,0,0,0,0,1,0,0,not_applicable,2022,2,15,COVID19_severe,3,12,0,6,0,291.0,34.0,0,none,0
2887,district_hospital,O2_0024,peri_urban,50,0,0,0,0,oxygen_concentrator,2,1,2.5,1,6,3,57,0,0,0,0,0,0,5,PSA_plant_breakdown,2023,7,11,surgical_anaesthesia,0,11,0,3,4,182.0,173.0,0,solar,17
2888,district_hospital,O2_0083,urban,5,0,0,0,0,LOX_bulk_tank,0,0,3.3,1,9,1,21,0,0,0,0,0,0,26,cylinder_delivery_delay,2021,4,12,pneumonia_adult,0,12,0,4,6,339.0,29.0,1,solar,44
2889,district_hospital,O2_0103,rural,51,0,0,0,0,LOX_bulk_tank,0,0,1.2,0,1,4,1,0,0,0,0,0,0,19,PSA_plant_breakdown,2022,1,7,pneumonia_child,0,7,0,4,2,181.0,1.0,1,grid_unreliable,29
2890,district_hospital,O2_0091,rural,51,0,0,0,0,LOX_bulk_tank,0,0,0.4,0,1,2,16,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,2,10,COVID19_severe,0,10,0,4,3,184.0,39.0,0,generator_only,6
2891,district_hospital,O2_0053,rural,77,0,0,0,0,cylinder_portable,0,0,8.4,0,1,7,2,0,0,0,0,1,1,0,not_applicable,2024,11,6,heart_failure,2,4,0,2,0,156.0,4.0,0,generator_only,2
2892,district_hospital,O2_0186,rural,72,0,0,0,0,cylinder_piped,3,1,2.3,0,0,5,9,0,0,0,0,0,0,3,PSA_plant_breakdown,2024,9,14,asthma_severe,0,14,0,6,3,190.0,22.0,0,grid_unreliable,32
2893,district_hospital,O2_0164,urban,51,0,0,0,0,oxygen_concentrator,4,2,15.9,0,2,2,24,0,0,0,0,0,0,28,piping_system_leak,2024,5,11,neonatal_respiratory,0,11,0,1,2,231.0,9.0,1,generator_only,31
2894,district_hospital,O2_0084,rural,42,0,0,0,0,oxygen_concentrator,2,0,5.8,0,5,5,5,0,1,1,0,0,0,10,piping_system_leak,2023,11,10,trauma,0,10,0,4,4,227.0,58.0,0,grid_unreliable,7
2895,district_hospital,O2_0004,rural,69,0,0,0,0,cylinder_piped,0,0,15.6,0,3,3,43,0,1,0,0,0,0,30,power_outage,2023,10,14,pneumonia_child,0,14,0,4,4,202.0,75.0,1,solar,19
2896,district_hospital,O2_0017,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,7.5,1,2,3,55,0,0,0,0,0,0,29,PSA_plant_breakdown,2023,1,9,sepsis,0,9,0,4,3,328.0,8.0,0,grid_unreliable,17
2897,district_hospital,O2_0081,peri_urban,15,0,0,0,0,oxygen_concentrator,1,0,5.5,1,3,2,3,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,5,9,severe_malaria,0,9,0,4,0,273.0,8.0,0,grid_unreliable,50
2898,district_hospital,O2_0029,peri_urban,50,0,0,0,0,oxygen_concentrator,0,0,3.0,0,5,6,7,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,2,15,trauma,0,15,0,7,3,336.0,32.0,1,none,97
2899,district_hospital,O2_0131,rural,108,0,0,1,0,cylinder_piped,0,0,9.4,0,2,2,6,0,0,0,0,1,0,0,not_applicable,2022,8,10,asthma_severe,6,4,0,1,0,300.0,42.0,1,grid_reliable,50
2900,district_hospital,O2_0198,rural,120,0,0,0,0,cylinder_portable,0,0,1.7,0,0,6,58,0,0,0,0,1,1,0,not_applicable,2024,11,9,other_hypoxemia,3,6,1,4,0,183.0,148.0,0,grid_unreliable,6
2901,district_hospital,O2_0137,rural,31,0,0,0,0,LOX_bulk_tank,5,1,6.1,1,1,8,0,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,6,6,severe_malaria,0,6,0,3,2,339.0,49.0,1,grid_unreliable,6
2902,district_hospital,O2_0045,urban,44,0,0,0,0,cylinder_piped,0,0,1.3,1,1,1,4,0,0,0,0,1,0,11,supplier_stockout,2024,5,13,severe_malaria,3,10,1,6,0,225.0,21.0,0,none,12
2903,district_hospital,O2_0195,urban,25,0,0,0,0,LOX_bulk_tank,2,0,1.2,0,5,8,44,0,0,0,0,0,0,8,cylinder_delivery_delay,2024,5,9,other_hypoxemia,0,9,0,4,1,239.0,69.0,0,generator_only,19
2904,district_hospital,O2_0153,rural,36,0,1,0,0,oxygen_concentrator,2,0,1.8,0,3,4,64,0,1,1,1,1,1,0,not_applicable,2022,10,9,trauma,4,5,0,2,0,17.0,19.0,1,grid_unreliable,17
2905,district_hospital,O2_0106,rural,83,0,0,0,0,cylinder_portable,0,0,0.5,0,6,1,4,0,0,0,0,1,1,0,not_applicable,2022,9,11,COPD_exacerbation,2,9,0,1,0,194.0,45.0,0,none,5
2906,district_hospital,O2_0157,peri_urban,78,0,0,0,0,cylinder_piped,0,0,8.9,0,4,5,24,0,0,0,0,1,1,0,not_applicable,2022,8,12,COPD_exacerbation,5,7,0,4,0,263.0,16.0,1,solar,10
2907,district_hospital,O2_0168,peri_urban,73,0,0,0,0,none,0,0,7.2,0,5,2,12,0,1,0,0,1,1,0,not_applicable,2024,2,11,neonatal_respiratory,4,7,0,4,0,153.0,135.0,0,grid_reliable,64
2908,district_hospital,O2_0166,peri_urban,43,0,0,1,0,cylinder_piped,4,1,0.5,0,6,3,18,0,1,0,0,1,0,1,piping_system_leak,2024,3,16,pneumonia_child,4,12,0,8,0,222.0,27.0,0,grid_unreliable,34
2909,district_hospital,O2_0030,peri_urban,115,0,0,0,0,cylinder_piped,0,0,6.4,0,5,4,43,0,1,0,0,1,0,0,not_applicable,2021,9,9,heart_failure,6,3,0,2,0,67.0,29.0,0,grid_reliable,17
2910,district_hospital,O2_0098,rural,66,1,0,1,0,oxygen_concentrator,2,0,7.8,0,3,5,29,0,1,1,0,1,1,0,not_applicable,2022,4,15,neonatal_respiratory,7,8,1,3,0,84.0,14.0,0,generator_only,1
2911,district_hospital,O2_0003,rural,119,1,0,0,0,none,0,0,0.5,1,2,4,31,0,0,0,0,0,0,1,PSA_plant_breakdown,2023,1,15,neonatal_respiratory,0,15,0,8,3,148.0,20.0,0,solar,1
2912,district_hospital,O2_0026,rural,53,0,0,0,0,oxygen_concentrator,2,0,0.0,0,6,5,26,0,1,0,0,0,0,1,no_oxygen_source,2023,3,9,heart_failure,0,9,0,4,2,293.0,81.0,0,none,53
2913,district_hospital,O2_0061,rural,17,0,0,0,0,oxygen_concentrator,3,1,4.3,0,1,7,16,0,0,0,0,0,0,7,no_oxygen_source,2022,3,12,pneumonia_child,0,12,0,4,1,140.0,54.0,0,grid_reliable,11
2914,district_hospital,O2_0034,rural,6,0,1,0,0,cylinder_portable,0,0,2.0,0,3,5,65,0,0,0,0,1,1,0,not_applicable,2024,8,8,COVID19_severe,2,6,1,3,0,253.0,2.0,1,generator_only,5
2915,district_hospital,O2_0098,rural,30,0,0,0,0,cylinder_piped,0,0,0.4,0,5,4,1,0,0,0,0,1,0,0,not_applicable,2023,9,15,pneumonia_adult,6,9,0,5,0,160.0,35.0,0,solar,2
2916,district_hospital,O2_0129,peri_urban,11,0,0,0,0,cylinder_portable,0,0,0.0,0,4,6,4,0,0,0,0,1,1,0,not_applicable,2022,8,9,COPD_exacerbation,3,6,1,4,0,150.0,160.0,1,solar,2
2917,district_hospital,O2_0164,urban,104,0,0,0,0,oxygen_concentrator,0,0,0.5,0,2,6,0,0,1,0,0,1,1,0,not_applicable,2024,1,6,asthma_severe,2,4,1,2,0,102.0,1.0,0,grid_reliable,2
2918,district_hospital,O2_0132,rural,66,0,1,0,0,cylinder_portable,0,0,2.1,0,3,0,8,0,0,0,0,1,0,0,not_applicable,2021,9,10,pneumonia_child,3,7,1,5,0,160.0,52.0,1,none,17
2919,district_hospital,O2_0176,rural,65,0,0,0,0,none,2,0,1.7,0,4,4,36,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,8,17,severe_malaria,0,17,0,7,6,182.0,45.0,0,grid_unreliable,38
2920,district_hospital,O2_0187,rural,151,0,0,0,0,cylinder_piped,0,0,11.6,0,3,5,15,0,0,0,0,0,0,11,concentrator_malfunction,2024,12,9,asthma_severe,0,9,0,3,0,187.0,94.0,1,solar,4
2921,district_hospital,O2_0041,peri_urban,154,0,0,0,0,cylinder_portable,1,0,15.6,0,0,2,18,0,1,0,0,1,1,2,cylinder_delivery_delay,2022,11,9,pneumonia_child,3,6,0,2,0,222.0,3.0,0,none,4
2922,district_hospital,O2_0001,rural,131,0,0,0,0,oxygen_concentrator,3,1,1.0,0,1,2,47,0,1,0,0,0,0,22,power_outage,2022,7,12,pneumonia_adult,0,12,0,7,1,134.0,45.0,1,solar,0
2923,district_hospital,O2_0072,urban,33,0,0,0,0,oxygen_concentrator,4,1,6.7,1,3,3,2,0,1,0,0,0,0,11,no_oxygen_source,2021,12,12,COVID19_severe,0,12,0,3,1,317.0,58.0,1,grid_unreliable,3
2924,district_hospital,O2_0083,rural,88,0,0,0,0,oxygen_concentrator,0,0,4.4,1,3,1,22,0,1,0,0,0,0,10,supplier_stockout,2022,12,5,severe_malaria,0,5,0,1,2,260.0,22.0,0,none,20
2925,district_hospital,O2_0177,peri_urban,5,0,0,0,0,oxygen_concentrator,3,0,4.6,0,6,2,31,0,0,0,0,1,1,0,not_applicable,2023,11,15,trauma,8,7,1,4,0,22.0,87.0,1,generator_only,10
2926,district_hospital,O2_0131,peri_urban,38,0,0,0,0,oxygen_concentrator,1,0,0.5,0,3,6,7,0,1,0,0,1,1,0,not_applicable,2023,7,8,COPD_exacerbation,2,6,1,1,0,151.0,90.0,0,grid_unreliable,0
2927,district_hospital,O2_0185,rural,16,0,0,0,0,cylinder_portable,0,0,6.9,0,0,3,11,0,0,0,0,0,0,1,concentrator_malfunction,2024,2,20,pneumonia_child,0,20,0,10,3,127.0,16.0,0,grid_unreliable,0
2928,district_hospital,O2_0091,urban,55,0,0,0,0,cylinder_portable,0,0,7.3,0,6,7,15,0,0,0,0,1,0,0,not_applicable,2024,11,11,pneumonia_child,4,7,0,4,0,152.0,69.0,0,grid_unreliable,20
2929,district_hospital,O2_0138,urban,35,1,0,1,0,LOX_bulk_tank,0,0,10.0,0,2,3,0,0,1,0,0,1,1,0,not_applicable,2021,5,14,other_hypoxemia,8,6,0,4,0,233.0,10.0,0,grid_unreliable,30
2930,district_hospital,O2_0036,urban,106,0,0,0,0,oxygen_concentrator,0,0,1.9,0,5,5,51,0,0,0,0,1,1,0,not_applicable,2023,8,13,COPD_exacerbation,4,9,0,4,0,180.0,244.0,1,solar,6
2931,district_hospital,O2_0066,rural,56,0,0,0,0,oxygen_concentrator,3,0,7.5,0,2,1,20,0,0,0,0,0,0,4,demand_surge,2022,11,9,COVID19_severe,0,9,0,5,1,413.0,160.0,0,grid_unreliable,20
2932,district_hospital,O2_0065,urban,94,0,0,0,0,oxygen_concentrator,0,0,6.0,0,3,2,7,0,1,1,0,0,0,12,power_outage,2023,2,12,heart_failure,0,12,0,5,5,157.0,24.0,1,grid_unreliable,42
2933,district_hospital,O2_0004,rural,5,0,0,0,0,oxygen_concentrator,4,1,2.7,1,6,3,53,0,0,0,0,1,0,0,not_applicable,2023,8,18,asthma_severe,10,8,1,3,0,279.0,2.0,0,none,2
2934,district_hospital,O2_0123,rural,33,0,0,0,0,oxygen_concentrator,3,2,2.5,0,2,7,4,0,0,0,0,1,1,0,not_applicable,2022,5,14,trauma,8,6,0,2,0,227.0,63.0,1,solar,5
2935,district_hospital,O2_0068,urban,29,0,0,0,0,PSA_plant_onsite,0,0,13.1,0,5,4,3,1,1,1,1,0,0,4,no_oxygen_source,2023,8,10,pneumonia_adult,0,10,0,4,4,238.0,18.0,0,solar,4
2936,district_hospital,O2_0154,urban,5,0,0,0,0,cylinder_piped,0,0,5.2,0,5,3,21,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,5,15,neonatal_respiratory,0,15,0,6,1,202.0,160.0,0,none,11
2937,district_hospital,O2_0141,peri_urban,52,0,0,0,0,cylinder_portable,0,0,2.2,0,2,7,76,0,0,0,0,1,1,15,PSA_plant_breakdown,2021,3,14,pneumonia_child,4,10,1,3,0,219.0,8.0,0,grid_unreliable,1
2938,district_hospital,O2_0193,rural,75,0,0,1,0,none,0,0,3.6,0,4,4,15,0,0,0,0,0,0,4,supplier_stockout,2024,9,14,pneumonia_child,0,14,0,7,3,186.0,59.0,0,solar,34
2939,district_hospital,O2_0093,peri_urban,108,0,0,1,0,cylinder_portable,0,0,6.8,0,3,5,14,0,0,0,0,1,1,5,funding_for_refill,2024,11,12,pneumonia_adult,5,7,1,5,0,98.0,37.0,0,grid_unreliable,20
2940,district_hospital,O2_0138,urban,5,0,0,0,0,oxygen_concentrator,3,1,1.3,0,2,3,26,0,1,0,0,1,0,0,not_applicable,2024,6,18,pneumonia_adult,11,7,1,4,0,269.0,23.0,0,grid_unreliable,26
2941,district_hospital,O2_0142,rural,63,0,0,0,0,oxygen_concentrator,4,2,5.9,0,3,5,34,0,0,0,0,1,1,0,not_applicable,2023,10,7,pneumonia_child,3,4,1,3,0,71.0,65.0,0,grid_unreliable,70
2942,district_hospital,O2_0054,peri_urban,87,0,0,0,1,cylinder_piped,0,0,10.3,1,5,4,24,0,1,1,0,1,1,4,PSA_plant_breakdown,2024,11,10,heart_failure,4,6,0,0,0,195.0,1.0,1,grid_unreliable,3
2943,district_hospital,O2_0050,rural,83,0,0,0,0,cylinder_portable,0,0,3.5,0,3,4,76,0,0,0,0,0,0,6,cylinder_delivery_delay,2024,7,6,pneumonia_child,0,6,0,3,1,292.0,3.0,0,grid_unreliable,11
2944,district_hospital,O2_0187,peri_urban,28,0,0,0,0,cylinder_portable,0,0,5.9,0,1,5,11,0,1,0,0,1,1,0,not_applicable,2023,9,11,COPD_exacerbation,7,4,0,1,0,252.0,15.0,0,grid_unreliable,5
2945,district_hospital,O2_0063,peri_urban,28,0,0,0,0,cylinder_portable,0,0,0.3,0,5,2,7,0,0,0,0,1,1,15,no_oxygen_source,2021,7,16,neonatal_respiratory,5,11,0,8,0,156.0,76.0,0,generator_only,18
2946,district_hospital,O2_0125,rural,64,0,0,0,0,cylinder_portable,0,0,0.3,0,5,0,48,0,0,0,0,1,1,2,concentrator_malfunction,2023,8,10,pneumonia_child,4,6,0,1,0,131.0,36.0,0,grid_reliable,5
2947,district_hospital,O2_0081,rural,17,0,0,0,0,oxygen_concentrator,2,1,1.2,0,3,6,8,0,1,1,0,1,1,0,not_applicable,2024,6,7,neonatal_respiratory,4,3,0,2,0,219.0,40.0,0,grid_unreliable,1
2948,district_hospital,O2_0165,peri_urban,5,0,0,0,0,oxygen_concentrator,3,0,1.7,0,4,5,5,0,0,0,0,0,0,3,demand_surge,2024,3,11,pneumonia_adult,0,11,0,5,2,249.0,77.0,0,grid_unreliable,9
2949,district_hospital,O2_0113,rural,50,0,0,0,0,oxygen_concentrator,1,0,10.8,0,4,3,14,0,1,1,0,1,0,0,not_applicable,2023,8,9,pneumonia_adult,4,5,0,2,0,148.0,67.0,1,none,21
2950,district_hospital,O2_0063,peri_urban,106,0,0,0,0,oxygen_concentrator,4,1,1.6,0,3,4,3,0,1,1,0,1,0,0,not_applicable,2023,11,9,pneumonia_child,5,4,1,2,0,229.0,47.0,0,generator_only,5
2951,district_hospital,O2_0055,urban,76,0,0,0,0,oxygen_concentrator,3,1,0.4,0,4,6,21,0,0,0,0,1,0,1,PSA_plant_breakdown,2024,12,10,neonatal_respiratory,1,9,0,1,0,227.0,9.0,0,grid_unreliable,9
2952,district_hospital,O2_0114,urban,51,0,0,0,0,oxygen_concentrator,2,1,23.6,0,2,3,4,0,1,0,0,1,1,0,not_applicable,2024,10,10,severe_malaria,6,4,0,3,0,91.0,58.0,0,none,10
2953,district_hospital,O2_0026,urban,60,0,0,0,0,cylinder_portable,0,0,2.5,0,8,3,8,0,1,0,0,1,1,3,cylinder_delivery_delay,2023,4,15,COVID19_severe,6,9,0,5,0,237.0,12.0,1,grid_unreliable,42
2954,district_hospital,O2_0064,rural,90,0,0,0,0,cylinder_piped,0,0,7.6,0,0,7,30,0,1,1,0,1,0,0,not_applicable,2024,4,14,pneumonia_adult,6,8,0,3,0,434.0,115.0,0,generator_only,8
2955,district_hospital,O2_0089,peri_urban,70,0,0,0,0,cylinder_piped,0,0,1.8,0,2,2,24,0,1,0,0,0,0,1,concentrator_malfunction,2022,4,9,severe_malaria,0,9,0,4,2,209.0,46.0,0,grid_unreliable,44
2956,district_hospital,O2_0136,urban,107,0,0,0,0,cylinder_portable,0,0,4.7,0,4,6,14,0,1,1,0,0,0,2,empty_cylinders_not_collected,2024,2,14,pneumonia_adult,0,14,0,5,4,126.0,87.0,1,generator_only,0
2957,district_hospital,O2_0131,urban,32,0,0,0,0,cylinder_portable,0,0,4.6,0,3,5,1,0,0,0,0,1,1,2,funding_for_refill,2021,4,11,COVID19_severe,1,10,1,5,0,201.0,60.0,0,grid_unreliable,10
2958,district_hospital,O2_0035,peri_urban,35,0,0,0,0,cylinder_piped,0,0,16.8,0,3,3,30,0,0,0,0,0,0,3,power_outage,2022,12,13,trauma,0,13,0,4,2,161.0,89.0,0,solar,37
2959,district_hospital,O2_0192,rural,62,0,0,0,0,oxygen_concentrator,2,0,3.1,0,3,4,25,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,5,9,pneumonia_child,0,9,0,5,2,236.0,16.0,0,none,11
2960,district_hospital,O2_0083,urban,126,0,0,0,0,oxygen_concentrator,3,2,6.9,0,4,3,49,0,1,0,0,1,0,0,not_applicable,2024,3,13,heart_failure,3,10,1,4,0,208.0,219.0,0,none,4
2961,district_hospital,O2_0171,peri_urban,59,0,0,0,0,cylinder_portable,3,1,1.4,0,4,4,50,0,0,0,0,1,0,0,not_applicable,2023,9,12,pneumonia_child,6,6,0,3,0,188.0,0.0,1,grid_unreliable,40
2962,district_hospital,O2_0127,rural,120,0,0,0,0,PSA_plant_onsite,0,0,1.5,0,3,3,3,0,0,0,0,1,1,0,not_applicable,2024,8,13,heart_failure,4,9,1,2,0,159.0,60.0,0,none,14
2963,district_hospital,O2_0019,peri_urban,21,0,0,0,0,oxygen_concentrator,0,0,4.9,0,1,8,59,0,0,0,0,1,0,0,not_applicable,2023,7,14,trauma,6,8,0,3,0,169.0,122.0,1,grid_unreliable,17
2964,district_hospital,O2_0115,rural,104,0,0,0,0,oxygen_concentrator,0,0,6.7,0,2,3,7,0,1,1,0,1,1,0,not_applicable,2021,8,15,pneumonia_adult,7,8,1,4,0,97.0,67.0,0,none,6
2965,district_hospital,O2_0144,rural,61,0,0,0,1,none,0,0,10.8,1,1,9,0,0,0,0,0,1,1,0,not_applicable,2023,9,12,COPD_exacerbation,6,6,1,3,0,126.0,41.0,1,none,4
2966,district_hospital,O2_0111,peri_urban,41,0,0,0,0,cylinder_portable,0,0,4.1,0,3,3,27,0,0,0,0,1,1,0,not_applicable,2024,9,10,surgical_anaesthesia,3,7,0,5,0,130.0,46.0,1,grid_unreliable,0
2967,district_hospital,O2_0002,peri_urban,77,0,0,0,0,cylinder_portable,0,0,1.3,0,4,4,37,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,4,12,pneumonia_child,0,12,0,1,1,230.0,24.0,0,grid_unreliable,13
2968,district_hospital,O2_0077,peri_urban,32,0,0,0,0,oxygen_concentrator,3,2,9.5,0,2,1,10,0,0,0,0,0,0,25,concentrator_malfunction,2024,2,11,COVID19_severe,0,11,0,3,2,305.0,0.0,1,none,2
2969,district_hospital,O2_0011,rural,12,0,0,1,0,none,1,0,14.4,1,4,1,38,0,0,0,0,1,1,0,not_applicable,2022,8,18,severe_malaria,9,9,0,5,0,139.0,39.0,1,generator_only,5
2970,district_hospital,O2_0097,urban,52,0,0,0,1,cylinder_piped,0,0,15.9,1,4,2,34,0,0,0,0,0,0,1,concentrator_malfunction,2022,2,17,sepsis,0,17,0,4,4,186.0,13.0,1,generator_only,19
2971,district_hospital,O2_0135,peri_urban,24,0,0,0,0,oxygen_concentrator,4,1,10.4,0,4,4,1,0,0,0,0,1,0,0,not_applicable,2024,8,18,severe_malaria,7,11,0,4,0,129.0,85.0,0,generator_only,5
2972,district_hospital,O2_0080,urban,69,0,0,0,1,cylinder_portable,0,0,0.5,1,4,4,6,0,0,0,0,1,1,0,not_applicable,2024,11,13,asthma_severe,6,7,0,3,0,196.0,35.0,1,solar,23
2973,district_hospital,O2_0033,urban,6,0,0,0,0,oxygen_concentrator,2,1,19.3,0,2,5,7,0,0,0,0,0,0,7,concentrator_malfunction,2024,2,18,neonatal_respiratory,0,18,0,8,1,217.0,7.0,0,none,13
2974,district_hospital,O2_0044,urban,36,0,0,0,0,cylinder_portable,1,0,4.9,0,2,7,18,0,1,1,0,0,0,1,empty_cylinders_not_collected,2023,8,14,sepsis,0,14,0,6,5,68.0,102.0,0,grid_reliable,11
2975,district_hospital,O2_0125,peri_urban,75,1,0,0,0,PSA_plant_onsite,1,0,0.5,1,1,3,9,1,0,0,0,1,1,0,not_applicable,2024,12,9,surgical_anaesthesia,5,4,1,3,0,204.0,42.0,0,grid_unreliable,11
2976,district_hospital,O2_0075,rural,45,0,0,1,0,cylinder_piped,5,3,2.6,0,3,2,94,0,0,0,0,1,1,0,not_applicable,2024,6,12,COVID19_severe,6,6,1,1,0,181.0,37.0,0,generator_only,0
2977,district_hospital,O2_0122,urban,99,0,0,0,0,oxygen_concentrator,3,0,4.8,0,6,4,5,0,0,0,0,1,1,0,not_applicable,2022,9,14,surgical_anaesthesia,8,6,0,5,0,144.0,4.0,0,grid_unreliable,10
2978,district_hospital,O2_0051,rural,30,0,1,0,0,oxygen_concentrator,0,0,7.6,0,2,5,8,0,0,0,0,1,1,0,not_applicable,2024,9,9,pneumonia_child,3,6,1,4,0,267.0,354.0,1,grid_unreliable,12
2979,district_hospital,O2_0191,rural,83,0,0,0,1,cylinder_portable,0,0,9.3,1,1,3,9,0,0,0,0,1,1,3,cylinder_delivery_delay,2021,9,15,COPD_exacerbation,8,7,0,3,0,327.0,49.0,1,grid_reliable,35
2980,district_hospital,O2_0149,peri_urban,88,0,0,0,0,oxygen_concentrator,2,0,0.6,0,4,5,45,0,0,0,0,1,0,0,not_applicable,2023,6,7,COVID19_severe,1,6,0,0,0,34.0,57.0,0,grid_unreliable,3
2981,district_hospital,O2_0074,rural,49,0,0,0,1,LOX_bulk_tank,0,0,1.1,1,2,2,39,0,1,0,0,0,0,6,power_outage,2024,5,11,surgical_anaesthesia,0,11,0,1,4,116.0,58.0,1,grid_reliable,10
2982,district_hospital,O2_0149,peri_urban,28,0,0,0,0,cylinder_piped,0,0,1.7,0,3,4,4,0,0,0,0,1,1,0,not_applicable,2024,3,12,neonatal_respiratory,4,8,1,4,0,194.0,18.0,0,none,71
2983,district_hospital,O2_0014,rural,43,0,0,0,0,cylinder_portable,0,0,0.1,0,0,3,106,0,0,0,0,0,0,15,cylinder_delivery_delay,2022,11,15,surgical_anaesthesia,0,15,0,9,6,115.0,69.0,0,grid_unreliable,13
2984,district_hospital,O2_0035,rural,89,0,0,0,0,cylinder_portable,0,0,3.1,0,2,3,4,0,0,0,0,0,0,1,regulator_valve_failure,2023,4,9,pneumonia_child,0,9,0,5,4,140.0,1.0,0,grid_unreliable,13
2985,district_hospital,O2_0113,rural,119,0,0,0,0,oxygen_concentrator,1,0,38.3,0,4,6,3,0,0,0,0,1,1,0,not_applicable,2021,12,9,COVID19_severe,3,6,0,4,0,338.0,7.0,0,generator_only,11
2986,district_hospital,O2_0167,peri_urban,5,0,0,0,0,cylinder_piped,0,0,10.3,0,1,3,4,0,0,0,0,1,1,0,not_applicable,2024,10,11,pneumonia_adult,3,8,0,3,0,268.0,73.0,1,grid_reliable,8
2987,district_hospital,O2_0043,rural,42,0,0,0,0,cylinder_portable,0,0,6.9,0,2,4,1,0,0,0,0,0,0,12,power_outage,2022,5,13,COPD_exacerbation,0,13,0,7,2,293.0,21.0,1,solar,7
2988,district_hospital,O2_0022,peri_urban,5,0,0,0,0,cylinder_portable,1,0,2.5,0,1,4,35,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,6,11,sepsis,0,11,0,4,5,300.0,41.0,0,grid_unreliable,14
2989,district_hospital,O2_0130,rural,19,0,0,0,0,oxygen_concentrator,2,0,12.6,0,2,2,35,0,1,0,0,1,1,0,not_applicable,2024,10,13,other_hypoxemia,5,8,1,5,0,227.0,36.0,0,none,24
2990,district_hospital,O2_0184,rural,11,0,0,0,0,cylinder_portable,3,1,0.1,0,3,3,21,0,0,0,0,1,1,0,not_applicable,2021,11,13,neonatal_respiratory,8,5,0,1,0,215.0,21.0,0,generator_only,5
2991,district_hospital,O2_0122,rural,62,0,0,0,0,oxygen_concentrator,1,0,3.6,0,2,4,1,0,1,0,0,0,0,1,funding_for_refill,2024,2,11,pneumonia_adult,0,11,0,6,6,100.0,19.0,1,none,7
2992,district_hospital,O2_0126,peri_urban,110,0,0,0,0,LOX_bulk_tank,0,0,2.8,0,4,2,27,0,1,0,0,1,1,0,not_applicable,2022,1,14,neonatal_respiratory,6,8,0,5,0,216.0,17.0,1,none,30
2993,district_hospital,O2_0062,urban,80,0,0,0,0,cylinder_piped,0,0,3.6,0,1,3,20,0,0,0,0,0,0,10,power_outage,2023,12,14,neonatal_respiratory,0,14,0,7,5,187.0,58.0,1,generator_only,29
2994,district_hospital,O2_0184,urban,86,0,0,0,0,cylinder_piped,0,0,2.3,0,1,4,7,0,1,1,0,0,0,23,funding_for_refill,2021,9,13,asthma_severe,0,13,0,5,8,204.0,8.0,0,grid_reliable,8
2995,district_hospital,O2_0099,rural,52,0,0,0,0,oxygen_concentrator,2,0,11.2,0,3,5,67,0,0,0,0,0,0,8,cylinder_delivery_delay,2022,5,11,neonatal_respiratory,0,11,0,4,2,220.0,23.0,0,solar,1
2996,district_hospital,O2_0124,peri_urban,5,0,0,0,0,cylinder_portable,3,1,5.0,0,2,6,1,0,0,0,0,0,0,8,PSA_plant_breakdown,2022,9,18,surgical_anaesthesia,0,18,0,9,2,137.0,51.0,0,grid_unreliable,22
2997,district_hospital,O2_0040,peri_urban,134,0,1,0,1,oxygen_concentrator,1,0,7.7,1,2,1,14,0,1,1,0,0,0,10,power_outage,2021,11,14,COPD_exacerbation,0,14,0,8,4,235.0,0.0,1,grid_unreliable,34
2998,district_hospital,O2_0028,urban,33,0,0,0,0,oxygen_concentrator,1,0,6.2,0,1,6,0,0,1,1,1,1,1,0,not_applicable,2024,12,8,trauma,5,3,0,3,0,133.0,18.0,0,generator_only,4
2999,district_hospital,O2_0093,rural,76,0,0,0,1,oxygen_concentrator,2,1,2.8,1,7,7,54,0,0,0,0,0,0,1,demand_surge,2023,5,19,severe_malaria,0,19,0,10,8,180.0,26.0,0,solar,5
3000,district_hospital,O2_0124,peri_urban,101,0,0,0,0,cylinder_portable,0,0,6.7,0,3,6,0,0,1,0,0,1,0,0,not_applicable,2023,4,13,neonatal_respiratory,5,8,1,4,0,205.0,51.0,0,solar,1
3001,district_hospital,O2_0132,rural,36,1,0,0,0,cylinder_portable,3,0,1.8,0,4,5,32,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,7,13,sepsis,0,13,0,4,4,323.0,14.0,0,grid_unreliable,18
3002,district_hospital,O2_0041,urban,5,0,0,0,1,none,0,0,0.9,1,1,3,27,0,0,0,0,1,0,0,not_applicable,2023,1,10,pneumonia_child,3,7,0,2,0,204.0,7.0,0,none,11
3003,district_hospital,O2_0194,peri_urban,50,0,0,0,0,cylinder_piped,3,1,3.6,0,4,7,43,0,1,0,0,0,0,2,concentrator_malfunction,2022,12,14,other_hypoxemia,0,14,0,5,4,135.0,32.0,0,none,1
3004,district_hospital,O2_0074,rural,46,0,0,0,0,cylinder_piped,0,0,0.6,0,4,1,53,0,0,0,0,0,0,10,supplier_stockout,2023,9,11,pneumonia_child,0,11,0,3,5,153.0,39.0,0,generator_only,14
3005,district_hospital,O2_0045,peri_urban,84,0,0,0,0,cylinder_piped,0,0,6.6,0,3,4,1,0,0,0,0,1,0,0,not_applicable,2022,6,9,asthma_severe,3,6,0,1,0,216.0,33.0,0,solar,10
3006,district_hospital,O2_0087,peri_urban,5,0,0,0,0,cylinder_piped,0,0,3.6,0,2,6,16,0,0,0,0,0,0,15,power_outage,2024,11,16,asthma_severe,0,16,0,7,5,299.0,92.0,1,grid_unreliable,12
3007,district_hospital,O2_0176,rural,46,0,0,0,0,oxygen_concentrator,1,0,11.5,0,4,4,2,0,0,0,0,1,0,0,not_applicable,2024,4,13,pneumonia_adult,5,8,0,1,0,198.0,44.0,0,grid_unreliable,19
3008,district_hospital,O2_0065,rural,72,0,0,0,0,LOX_bulk_tank,0,0,5.8,0,5,9,12,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,8,10,trauma,0,10,0,3,4,188.0,49.0,0,grid_unreliable,14
3009,district_hospital,O2_0174,peri_urban,131,0,0,0,0,none,0,0,2.3,0,2,4,29,0,0,0,0,0,0,10,supplier_stockout,2024,8,14,pneumonia_child,0,14,0,7,7,105.0,181.0,1,grid_unreliable,6
3010,district_hospital,O2_0031,peri_urban,41,0,0,0,0,cylinder_portable,0,0,1.2,0,4,3,4,0,0,0,0,1,1,6,cylinder_delivery_delay,2024,5,15,pneumonia_child,7,8,0,2,0,191.0,180.0,0,generator_only,9
3011,district_hospital,O2_0006,rural,73,0,0,0,0,none,0,0,0.3,0,1,1,6,0,1,0,0,1,0,0,not_applicable,2023,5,6,COPD_exacerbation,3,3,1,1,0,110.0,21.0,1,grid_unreliable,8
3012,district_hospital,O2_0100,rural,5,0,0,0,0,cylinder_portable,0,0,20.8,1,4,2,51,0,0,0,0,1,1,0,not_applicable,2024,12,6,sepsis,2,4,1,2,0,192.0,28.0,0,none,0
3013,district_hospital,O2_0175,peri_urban,47,0,0,0,0,oxygen_concentrator,1,0,4.7,1,3,3,4,0,0,0,0,1,1,2,funding_for_refill,2022,4,10,severe_malaria,3,7,0,2,0,1.0,65.0,0,solar,6
3014,district_hospital,O2_0117,rural,35,0,0,0,0,cylinder_portable,0,0,8.8,0,5,2,4,0,0,0,0,0,0,14,no_oxygen_source,2021,4,10,pneumonia_adult,0,10,0,4,1,244.0,21.0,1,solar,23
3015,district_hospital,O2_0113,rural,5,0,0,0,0,none,0,0,5.8,0,3,7,1,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,5,12,COPD_exacerbation,0,12,0,7,5,182.0,17.0,1,grid_unreliable,0
3016,district_hospital,O2_0121,rural,35,0,0,0,0,oxygen_concentrator,3,0,3.0,0,2,5,11,0,1,0,0,0,0,7,cylinder_delivery_delay,2022,2,11,heart_failure,0,11,0,4,1,118.0,30.0,0,none,27
3017,district_hospital,O2_0122,peri_urban,71,0,0,0,0,cylinder_portable,3,2,0.2,1,3,4,13,0,0,0,0,1,1,5,funding_for_refill,2023,3,9,COPD_exacerbation,5,4,0,2,0,131.0,2.0,1,generator_only,23
3018,district_hospital,O2_0085,urban,122,0,0,0,0,oxygen_concentrator,2,0,0.1,0,5,4,3,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,4,12,other_hypoxemia,0,12,0,5,1,203.0,23.0,0,none,21
3019,district_hospital,O2_0199,peri_urban,49,0,0,0,0,oxygen_concentrator,1,0,0.8,0,1,6,5,0,1,0,0,0,0,3,empty_cylinders_not_collected,2022,6,13,surgical_anaesthesia,0,13,0,5,0,284.0,16.0,1,solar,1
3020,district_hospital,O2_0109,peri_urban,42,0,1,0,0,cylinder_piped,0,0,1.7,0,1,3,11,0,0,0,0,0,0,1,power_outage,2023,10,17,severe_malaria,0,17,0,8,6,254.0,53.0,0,grid_reliable,1
3021,district_hospital,O2_0120,rural,119,0,0,0,0,none,0,0,5.2,1,5,5,57,0,0,0,0,1,1,0,not_applicable,2023,1,11,severe_malaria,3,8,0,3,0,130.0,87.0,0,solar,9
3022,district_hospital,O2_0131,rural,11,0,0,0,0,cylinder_portable,0,0,7.8,0,4,5,14,0,0,0,0,0,0,16,concentrator_malfunction,2022,3,10,pneumonia_adult,0,10,0,2,5,376.0,78.0,0,generator_only,29
3023,district_hospital,O2_0014,urban,24,0,0,0,0,oxygen_concentrator,4,2,3.2,0,2,5,41,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,3,17,COVID19_severe,0,17,0,6,5,108.0,157.0,0,none,25
3024,district_hospital,O2_0089,rural,76,0,0,0,0,oxygen_concentrator,1,0,5.0,0,1,6,8,0,0,0,0,0,0,6,no_oxygen_source,2024,3,12,COVID19_severe,0,12,0,9,3,133.0,59.0,1,none,27
3025,district_hospital,O2_0148,peri_urban,26,0,0,0,0,cylinder_portable,3,1,3.0,0,3,7,11,0,0,0,0,1,1,0,not_applicable,2022,10,12,trauma,4,8,0,3,0,227.0,19.0,0,grid_unreliable,5
3026,district_hospital,O2_0046,peri_urban,34,0,0,0,0,cylinder_portable,0,0,7.2,0,1,3,25,0,0,0,0,1,1,0,not_applicable,2022,10,9,severe_malaria,4,5,0,3,0,233.0,19.0,0,grid_unreliable,29
3027,district_hospital,O2_0011,rural,5,0,0,0,0,oxygen_concentrator,2,1,0.7,0,4,8,10,0,0,0,0,0,0,9,concentrator_malfunction,2024,5,17,neonatal_respiratory,0,17,0,5,4,225.0,3.0,1,none,45
3028,district_hospital,O2_0115,urban,5,0,1,0,0,cylinder_piped,0,0,6.6,0,8,4,3,0,1,1,1,0,0,25,PSA_plant_breakdown,2022,3,9,COPD_exacerbation,0,9,0,3,1,176.0,36.0,0,none,31
3029,district_hospital,O2_0179,peri_urban,90,0,0,0,0,none,0,0,6.6,0,3,7,2,0,0,0,0,0,0,7,cylinder_delivery_delay,2022,7,8,neonatal_respiratory,0,8,0,1,2,320.0,1.0,0,grid_unreliable,42
3030,district_hospital,O2_0038,rural,80,0,0,0,0,cylinder_portable,0,0,5.3,1,3,3,160,0,0,0,0,1,0,0,not_applicable,2022,3,12,asthma_severe,4,8,0,4,0,156.0,56.0,1,grid_reliable,38
3031,district_hospital,O2_0161,urban,87,0,0,0,0,oxygen_concentrator,0,0,15.7,0,4,0,11,0,1,1,1,0,0,9,concentrator_malfunction,2023,2,12,asthma_severe,0,12,0,3,2,224.0,76.0,0,generator_only,8
3032,district_hospital,O2_0024,peri_urban,94,1,0,0,0,cylinder_portable,1,0,9.9,0,1,3,13,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,7,16,pneumonia_adult,0,16,0,9,2,149.0,14.0,0,grid_unreliable,16
3033,district_hospital,O2_0189,peri_urban,70,0,0,0,0,cylinder_portable,0,0,0.8,0,2,2,9,0,0,0,0,1,0,0,not_applicable,2021,7,10,sepsis,6,4,1,3,0,342.0,65.0,0,grid_reliable,5
3034,district_hospital,O2_0163,rural,87,0,0,0,1,LOX_bulk_tank,0,0,1.8,1,3,4,40,0,0,0,0,0,0,30,supplier_stockout,2021,12,8,pneumonia_child,0,8,0,3,2,181.0,7.0,1,generator_only,36
3035,district_hospital,O2_0051,rural,64,0,0,0,0,cylinder_piped,0,0,8.1,0,2,7,11,0,0,0,0,1,1,2,concentrator_malfunction,2024,2,13,pneumonia_adult,3,10,1,4,0,177.0,24.0,0,solar,0
3036,district_hospital,O2_0040,peri_urban,9,0,0,0,0,none,0,0,5.2,0,4,3,15,0,1,0,0,0,0,2,funding_for_refill,2023,5,10,severe_malaria,0,10,0,1,0,164.0,87.0,0,grid_unreliable,17
3037,district_hospital,O2_0049,rural,71,0,0,0,0,cylinder_piped,0,0,2.3,0,7,7,23,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,2,18,pneumonia_child,0,18,0,9,3,137.0,58.0,1,solar,10
3038,district_hospital,O2_0184,peri_urban,100,0,0,0,0,cylinder_portable,0,0,2.0,0,2,3,2,0,1,1,0,0,0,10,concentrator_malfunction,2024,2,14,COPD_exacerbation,0,14,0,8,2,103.0,40.0,1,grid_unreliable,29
3039,district_hospital,O2_0075,urban,36,0,0,0,0,oxygen_concentrator,1,0,8.8,1,3,4,12,0,1,0,0,0,0,2,regulator_valve_failure,2021,7,11,other_hypoxemia,0,11,0,3,0,297.0,178.0,0,generator_only,15
3040,district_hospital,O2_0172,peri_urban,65,0,0,0,0,none,0,0,4.0,0,3,3,29,0,0,0,0,0,0,13,cylinder_delivery_delay,2023,7,15,COVID19_severe,0,15,0,5,2,263.0,3.0,0,grid_unreliable,37
3041,district_hospital,O2_0069,peri_urban,8,0,0,0,0,none,0,0,2.4,0,0,0,2,0,0,0,0,0,0,2,power_outage,2021,12,12,severe_malaria,0,12,0,6,0,416.0,266.0,1,generator_only,39
3042,district_hospital,O2_0013,peri_urban,50,0,0,0,0,none,0,0,3.9,0,6,3,2,0,0,0,0,0,0,15,cylinder_delivery_delay,2023,10,14,pneumonia_child,0,14,0,7,1,204.0,10.0,0,grid_unreliable,24
3043,district_hospital,O2_0044,peri_urban,88,0,0,0,0,cylinder_piped,0,0,0.6,0,2,3,16,0,1,0,0,1,1,0,not_applicable,2024,2,11,other_hypoxemia,3,8,0,5,0,241.0,34.0,1,generator_only,1
3044,district_hospital,O2_0044,peri_urban,81,0,0,0,0,cylinder_piped,0,0,9.5,0,4,9,5,0,1,1,1,0,0,3,concentrator_malfunction,2024,4,8,heart_failure,0,8,0,3,5,116.0,190.0,0,grid_unreliable,24
3045,district_hospital,O2_0083,rural,5,0,0,0,0,oxygen_concentrator,3,0,0.3,0,4,6,8,0,1,1,0,0,0,21,concentrator_malfunction,2023,10,16,asthma_severe,0,16,0,5,3,117.0,23.0,1,grid_reliable,24
3046,district_hospital,O2_0025,peri_urban,15,0,0,0,0,cylinder_piped,0,0,4.9,0,1,4,21,0,0,0,0,1,1,0,not_applicable,2023,11,18,COPD_exacerbation,5,13,0,4,0,49.0,5.0,0,grid_unreliable,4
3047,district_hospital,O2_0196,peri_urban,98,0,0,0,0,cylinder_piped,0,0,6.7,0,2,4,0,0,1,0,0,0,0,13,cylinder_delivery_delay,2022,7,10,severe_malaria,0,10,0,1,3,340.0,32.0,1,grid_unreliable,39
3048,district_hospital,O2_0071,rural,65,0,0,0,0,none,0,0,5.0,0,6,5,11,0,1,0,0,0,0,1,PSA_plant_breakdown,2023,6,6,trauma,0,6,0,3,1,364.0,14.0,0,generator_only,29
3049,district_hospital,O2_0116,rural,119,0,0,0,0,cylinder_piped,1,0,5.0,0,4,6,32,0,1,0,0,1,1,0,not_applicable,2024,7,7,severe_malaria,3,4,0,0,0,180.0,11.0,1,none,0
3050,district_hospital,O2_0034,peri_urban,92,0,0,0,0,cylinder_portable,0,0,4.9,0,3,4,0,0,0,0,0,0,0,30,concentrator_malfunction,2023,12,9,COVID19_severe,0,9,0,6,3,190.0,34.0,0,grid_unreliable,19
3051,district_hospital,O2_0145,rural,150,0,0,0,1,cylinder_piped,0,0,7.0,1,6,3,31,0,0,0,0,0,0,3,cylinder_delivery_delay,2021,3,15,neonatal_respiratory,0,15,0,8,4,93.0,0.0,1,none,9
3052,district_hospital,O2_0198,rural,23,0,0,0,0,oxygen_concentrator,2,0,12.6,0,4,1,31,0,0,0,0,0,0,6,cylinder_delivery_delay,2022,8,18,neonatal_respiratory,0,18,0,9,9,259.0,34.0,0,grid_unreliable,2
3053,district_hospital,O2_0033,peri_urban,119,0,0,0,0,oxygen_concentrator,1,0,1.8,0,1,5,4,0,0,0,0,0,0,4,demand_surge,2023,2,11,neonatal_respiratory,0,11,0,6,0,213.0,1.0,0,grid_unreliable,8
3054,district_hospital,O2_0127,peri_urban,59,0,0,0,0,cylinder_portable,1,0,6.4,0,3,4,39,0,1,0,0,0,0,2,empty_cylinders_not_collected,2024,8,15,COPD_exacerbation,0,15,0,7,4,336.0,6.0,0,none,14
3055,district_hospital,O2_0154,rural,6,0,0,0,0,oxygen_concentrator,1,0,5.2,0,4,1,31,0,0,0,0,0,0,4,empty_cylinders_not_collected,2023,3,17,heart_failure,0,17,0,10,13,205.0,20.0,0,grid_reliable,4
3056,district_hospital,O2_0021,rural,58,0,0,0,0,none,2,1,2.0,1,2,4,28,0,1,1,1,1,0,0,not_applicable,2023,3,11,COPD_exacerbation,4,7,1,3,0,157.0,17.0,0,solar,7
3057,district_hospital,O2_0058,rural,38,0,0,0,0,cylinder_portable,0,0,8.6,0,3,1,95,0,0,0,0,1,0,0,not_applicable,2021,9,11,sepsis,6,5,0,4,0,266.0,70.0,1,generator_only,1
3058,district_hospital,O2_0053,peri_urban,45,0,0,0,0,cylinder_piped,0,0,8.4,0,1,2,49,0,1,0,0,1,1,0,not_applicable,2024,2,12,COVID19_severe,0,12,0,7,0,159.0,70.0,0,generator_only,5
3059,district_hospital,O2_0180,peri_urban,21,0,0,0,0,cylinder_portable,0,0,4.3,0,2,6,1,0,1,0,0,0,0,5,cylinder_delivery_delay,2021,1,15,other_hypoxemia,0,15,0,4,3,193.0,74.0,0,grid_unreliable,49
3060,district_hospital,O2_0065,rural,83,0,0,0,0,oxygen_concentrator,2,0,11.1,0,2,5,3,0,0,0,0,1,1,0,not_applicable,2023,4,16,neonatal_respiratory,6,10,1,3,0,126.0,11.0,0,grid_reliable,25
3061,district_hospital,O2_0011,urban,5,0,0,0,0,oxygen_concentrator,3,1,2.2,0,2,2,3,0,0,0,0,1,1,4,funding_for_refill,2022,1,17,trauma,8,9,0,5,0,274.0,25.0,1,solar,10
3062,district_hospital,O2_0079,rural,36,0,0,0,0,oxygen_concentrator,4,1,6.6,1,3,1,6,0,0,0,0,0,0,8,cylinder_delivery_delay,2021,10,18,trauma,0,18,0,6,10,49.0,7.0,0,grid_unreliable,5
3063,district_hospital,O2_0178,rural,35,0,0,0,0,cylinder_piped,0,0,1.4,0,1,5,13,0,1,0,0,0,0,21,empty_cylinders_not_collected,2024,12,12,pneumonia_child,0,12,0,5,2,5.0,74.0,0,none,4
3064,district_hospital,O2_0124,rural,87,0,0,0,0,cylinder_portable,0,0,1.8,0,2,8,11,0,0,0,0,1,1,0,not_applicable,2024,3,17,COVID19_severe,9,8,0,3,0,292.0,147.0,0,grid_unreliable,5
3065,district_hospital,O2_0084,rural,38,0,0,0,0,cylinder_portable,4,1,2.4,0,3,2,21,0,1,1,0,1,0,13,no_oxygen_source,2022,4,19,neonatal_respiratory,9,10,1,5,0,304.0,10.0,1,solar,24
3066,district_hospital,O2_0112,peri_urban,108,0,0,0,0,cylinder_portable,0,0,10.5,0,4,7,8,0,0,0,0,0,0,3,power_outage,2022,10,13,COVID19_severe,0,13,0,3,0,213.0,117.0,1,grid_unreliable,2
3067,district_hospital,O2_0131,rural,67,0,0,0,0,oxygen_concentrator,4,1,11.8,0,5,4,11,0,0,0,0,1,0,0,not_applicable,2023,6,9,pneumonia_child,3,6,1,2,0,191.0,9.0,1,solar,43
3068,district_hospital,O2_0047,peri_urban,50,0,0,0,0,oxygen_concentrator,5,3,13.7,0,7,5,22,0,1,0,0,0,0,18,power_outage,2024,1,9,COVID19_severe,0,9,0,4,0,304.0,40.0,0,none,8
3069,district_hospital,O2_0095,peri_urban,140,0,0,0,0,none,0,0,10.5,0,4,2,4,0,0,0,0,1,0,0,not_applicable,2022,9,8,trauma,1,7,1,2,0,367.0,7.0,0,grid_unreliable,50
3070,district_hospital,O2_0128,rural,117,0,0,0,1,none,0,0,3.0,1,1,6,23,0,0,0,0,1,1,0,not_applicable,2022,6,10,pneumonia_child,5,5,1,2,0,160.0,170.0,1,none,7
3071,district_hospital,O2_0193,peri_urban,20,0,0,0,0,cylinder_portable,0,0,4.8,0,6,7,8,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,10,10,pneumonia_adult,0,10,0,3,3,113.0,63.0,0,grid_unreliable,7
3072,district_hospital,O2_0112,rural,10,0,0,0,0,oxygen_concentrator,2,1,1.7,0,4,3,4,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,1,11,trauma,0,11,0,3,3,191.0,126.0,0,grid_unreliable,9
3073,district_hospital,O2_0124,urban,138,0,0,0,0,cylinder_portable,1,0,3.6,0,3,4,10,0,0,0,0,0,0,15,cylinder_delivery_delay,2022,3,18,neonatal_respiratory,0,18,0,7,4,230.0,56.0,1,grid_unreliable,5
3074,district_hospital,O2_0193,rural,22,0,0,0,0,cylinder_portable,0,0,0.1,0,6,1,19,0,0,0,0,1,1,2,concentrator_malfunction,2024,5,19,pneumonia_adult,6,13,0,3,0,91.0,24.0,0,grid_unreliable,16
3075,district_hospital,O2_0080,rural,5,0,0,0,0,LOX_bulk_tank,0,0,3.7,0,7,3,27,0,0,0,0,1,0,0,not_applicable,2021,6,9,pneumonia_adult,1,8,1,3,0,142.0,38.0,0,grid_reliable,6
3076,district_hospital,O2_0024,urban,54,0,1,0,0,cylinder_piped,0,0,2.0,0,0,3,18,0,0,0,0,0,0,3,concentrator_malfunction,2023,2,23,trauma,0,23,0,12,10,162.0,79.0,0,grid_reliable,1
3077,district_hospital,O2_0061,peri_urban,79,0,0,0,0,cylinder_portable,1,0,6.2,1,1,4,62,0,0,0,0,1,0,0,not_applicable,2023,10,7,pneumonia_adult,1,6,0,4,0,147.0,102.0,0,solar,19
3078,district_hospital,O2_0152,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,6.6,0,5,5,2,0,0,0,0,1,1,0,not_applicable,2024,6,18,neonatal_respiratory,11,7,0,3,0,216.0,58.0,0,generator_only,4
3079,district_hospital,O2_0154,peri_urban,77,0,0,0,0,oxygen_concentrator,1,0,9.4,0,4,4,3,0,0,0,0,0,0,9,empty_cylinders_not_collected,2022,7,11,COVID19_severe,0,11,0,7,4,247.0,211.0,1,generator_only,1
3080,district_hospital,O2_0123,urban,35,0,0,0,0,none,0,0,2.8,0,5,6,6,0,0,0,0,1,1,0,not_applicable,2022,9,11,pneumonia_child,4,7,0,2,0,211.0,8.0,0,none,17
3081,district_hospital,O2_0028,urban,21,0,0,0,0,cylinder_portable,0,0,3.5,0,4,2,34,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,11,19,severe_malaria,0,19,0,10,14,165.0,186.0,1,grid_reliable,25
3082,district_hospital,O2_0068,rural,79,0,0,0,0,cylinder_portable,0,0,1.6,0,1,3,20,0,1,1,0,0,0,6,cylinder_delivery_delay,2024,6,15,trauma,0,15,0,8,5,217.0,8.0,0,generator_only,6
3083,district_hospital,O2_0192,rural,62,0,0,0,0,cylinder_portable,0,0,5.0,0,1,2,10,0,1,1,0,0,0,1,concentrator_malfunction,2023,3,11,neonatal_respiratory,0,11,0,3,2,188.0,76.0,1,none,0
3084,district_hospital,O2_0193,urban,50,0,0,0,1,cylinder_piped,0,0,3.0,1,2,3,3,0,1,0,0,0,0,28,concentrator_malfunction,2024,11,9,severe_malaria,0,9,0,6,2,181.0,32.0,1,grid_reliable,11
3085,district_hospital,O2_0113,rural,102,0,0,0,0,PSA_plant_onsite,0,0,0.5,0,0,3,62,1,0,0,0,1,1,0,not_applicable,2023,4,9,pneumonia_adult,3,6,0,3,0,210.0,7.0,0,generator_only,31
3086,district_hospital,O2_0152,peri_urban,111,0,0,0,1,cylinder_portable,0,0,3.2,1,3,7,7,0,0,0,0,1,1,0,not_applicable,2023,7,5,COVID19_severe,1,4,0,1,0,175.0,41.0,1,generator_only,34
3087,district_hospital,O2_0088,peri_urban,35,0,0,0,0,cylinder_piped,0,0,7.8,0,2,2,11,0,0,0,0,0,0,7,cylinder_delivery_delay,2021,11,6,other_hypoxemia,0,6,0,4,1,327.0,82.0,0,none,41
3088,district_hospital,O2_0005,urban,29,0,0,0,0,oxygen_concentrator,3,0,8.8,0,0,6,39,0,0,0,0,1,1,0,not_applicable,2023,5,9,pneumonia_adult,4,5,0,3,0,213.0,19.0,0,none,19
3089,district_hospital,O2_0098,peri_urban,38,0,0,0,0,cylinder_piped,0,0,1.4,0,2,3,77,0,0,0,0,0,0,1,no_oxygen_source,2024,2,7,COVID19_severe,0,7,0,2,1,225.0,11.0,0,none,1
3090,district_hospital,O2_0024,peri_urban,46,0,0,0,0,cylinder_piped,0,0,7.6,0,7,2,13,0,0,0,0,1,1,0,not_applicable,2024,12,11,trauma,4,7,1,4,0,339.0,2.0,0,none,0
3091,district_hospital,O2_0088,rural,5,0,0,0,0,oxygen_concentrator,0,0,3.0,0,4,2,22,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,5,7,pneumonia_child,0,7,0,5,1,217.0,38.0,0,grid_unreliable,7
3092,district_hospital,O2_0161,rural,35,1,0,0,0,oxygen_concentrator,3,0,5.9,0,1,6,38,0,0,0,0,0,0,11,demand_surge,2024,1,11,surgical_anaesthesia,0,11,0,6,1,279.0,101.0,1,grid_reliable,38
3093,district_hospital,O2_0123,peri_urban,70,0,0,0,0,oxygen_concentrator,1,0,1.5,0,2,6,2,0,1,0,0,0,0,8,concentrator_malfunction,2024,6,10,pneumonia_child,0,10,0,6,3,310.0,63.0,0,none,7
3094,district_hospital,O2_0179,rural,6,0,0,0,0,LOX_bulk_tank,0,0,6.0,0,6,3,0,0,0,0,0,1,1,0,not_applicable,2023,7,12,severe_malaria,5,7,1,2,0,266.0,23.0,0,generator_only,18
3095,district_hospital,O2_0168,urban,27,0,0,0,0,oxygen_concentrator,4,2,4.8,0,5,6,13,0,0,0,0,0,0,6,empty_cylinders_not_collected,2023,2,5,pneumonia_child,0,5,0,2,2,152.0,22.0,1,none,5
3096,district_hospital,O2_0163,rural,85,0,0,0,0,cylinder_piped,2,1,8.7,0,2,8,33,0,0,0,0,0,0,30,empty_cylinders_not_collected,2023,4,13,severe_malaria,0,13,0,7,1,282.0,5.0,0,none,2
3097,district_hospital,O2_0156,rural,119,0,0,0,0,oxygen_concentrator,3,1,0.1,0,1,5,83,0,0,0,0,1,1,12,concentrator_malfunction,2023,11,11,pneumonia_child,4,7,1,2,0,166.0,45.0,0,grid_unreliable,5
3098,district_hospital,O2_0081,rural,38,0,0,0,0,none,0,0,17.4,0,3,2,4,0,1,1,0,1,1,0,not_applicable,2023,3,14,heart_failure,3,11,0,5,0,217.0,26.0,1,grid_unreliable,2
3099,district_hospital,O2_0013,urban,10,0,0,0,0,cylinder_portable,0,0,1.5,1,3,4,30,0,1,0,0,1,1,6,concentrator_malfunction,2021,3,9,pneumonia_adult,3,6,0,0,0,232.0,30.0,0,grid_unreliable,18
3100,district_hospital,O2_0186,rural,53,0,0,0,0,none,0,0,4.9,0,2,5,0,0,1,0,0,1,1,0,not_applicable,2023,5,10,pneumonia_child,3,7,0,3,0,314.0,41.0,0,none,0
3101,district_hospital,O2_0142,urban,111,0,0,0,0,oxygen_concentrator,1,0,1.5,0,4,4,8,0,1,0,0,0,0,4,funding_for_refill,2022,6,14,pneumonia_adult,0,14,0,7,3,74.0,23.0,1,grid_unreliable,0
3102,district_hospital,O2_0128,rural,62,0,0,0,0,cylinder_piped,0,0,3.2,0,5,5,1,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,3,14,severe_malaria,0,14,0,7,6,279.0,11.0,1,none,2
3103,district_hospital,O2_0049,peri_urban,129,0,0,0,0,none,1,0,14.1,1,0,1,12,0,0,0,0,0,0,11,regulator_valve_failure,2023,9,11,trauma,0,11,0,5,7,188.0,9.0,1,none,1
3104,district_hospital,O2_0044,peri_urban,12,0,0,0,0,none,3,1,1.6,0,0,3,0,0,1,0,0,0,0,2,power_outage,2023,1,12,severe_malaria,0,12,0,8,3,173.0,29.0,0,none,47
3105,district_hospital,O2_0089,peri_urban,61,0,0,0,0,oxygen_concentrator,0,0,6.1,0,2,6,17,0,1,1,1,1,1,0,not_applicable,2023,4,20,COVID19_severe,8,12,1,8,0,392.0,95.0,1,none,8
3106,district_hospital,O2_0148,peri_urban,5,0,1,1,0,cylinder_portable,1,0,3.4,0,4,3,9,0,1,1,0,0,0,5,cylinder_delivery_delay,2024,3,14,pneumonia_child,0,14,0,6,2,277.0,79.0,0,grid_unreliable,27
3107,district_hospital,O2_0097,rural,45,0,0,0,0,PSA_plant_onsite,0,0,4.0,1,6,3,23,1,0,0,0,0,0,1,funding_for_refill,2024,4,10,asthma_severe,0,10,0,5,3,114.0,62.0,0,grid_reliable,6
3108,district_hospital,O2_0119,rural,94,0,0,0,0,cylinder_portable,0,0,10.0,0,3,2,32,0,0,0,0,0,0,13,power_outage,2024,4,16,neonatal_respiratory,0,16,0,4,4,317.0,49.0,0,generator_only,6
3109,district_hospital,O2_0192,urban,6,0,0,0,0,oxygen_concentrator,0,0,1.0,0,1,4,0,0,1,1,0,1,1,0,not_applicable,2024,7,6,sepsis,2,4,0,3,0,286.0,65.0,1,solar,25
3110,district_hospital,O2_0183,rural,79,0,0,0,0,LOX_bulk_tank,1,0,4.7,0,2,4,12,0,0,0,0,1,1,0,not_applicable,2021,5,9,pneumonia_child,4,5,0,1,0,151.0,8.0,0,grid_reliable,6
3111,district_hospital,O2_0072,rural,80,0,0,0,0,oxygen_concentrator,1,0,0.3,0,6,2,5,0,0,0,0,0,0,3,empty_cylinders_not_collected,2024,10,11,COPD_exacerbation,0,11,0,3,4,289.0,64.0,0,grid_unreliable,9
3112,district_hospital,O2_0114,urban,67,0,0,0,0,oxygen_concentrator,1,0,0.2,0,2,5,0,0,0,0,0,1,1,0,not_applicable,2024,4,12,neonatal_respiratory,3,9,0,2,0,139.0,9.0,1,grid_reliable,14
3113,district_hospital,O2_0017,peri_urban,86,0,0,0,0,cylinder_piped,0,0,3.8,1,3,6,96,0,0,0,0,0,0,30,concentrator_malfunction,2022,7,15,heart_failure,0,15,0,10,1,6.0,34.0,0,none,5
3114,district_hospital,O2_0003,rural,102,0,1,0,0,cylinder_piped,0,0,4.4,0,1,3,10,0,1,1,0,0,0,8,no_oxygen_source,2024,1,9,pneumonia_child,0,9,0,7,1,180.0,65.0,1,none,12
3115,district_hospital,O2_0069,rural,113,0,0,0,0,cylinder_portable,0,0,9.4,0,1,6,9,0,0,0,0,0,0,8,power_outage,2024,8,11,pneumonia_adult,0,11,0,6,4,261.0,11.0,0,solar,4
3116,district_hospital,O2_0146,peri_urban,36,0,0,0,0,LOX_bulk_tank,0,0,5.3,0,3,1,18,0,0,0,0,0,0,30,funding_for_refill,2024,11,16,COPD_exacerbation,0,16,0,7,3,117.0,35.0,0,solar,22
3117,district_hospital,O2_0077,rural,95,0,0,0,0,cylinder_portable,0,0,10.6,0,4,9,28,0,1,1,1,1,1,0,not_applicable,2024,6,10,COPD_exacerbation,3,7,1,0,0,127.0,3.0,1,none,7
3118,district_hospital,O2_0046,rural,102,0,0,0,1,PSA_plant_onsite,0,0,1.1,1,7,8,18,1,0,0,0,1,0,0,not_applicable,2022,7,17,pneumonia_child,7,10,0,4,0,374.0,19.0,0,grid_unreliable,53
3119,district_hospital,O2_0116,urban,65,0,0,0,0,oxygen_concentrator,2,1,8.2,0,4,4,6,0,0,0,0,0,0,17,no_oxygen_source,2022,8,10,COVID19_severe,0,10,0,5,2,171.0,26.0,1,none,43
3120,district_hospital,O2_0046,peri_urban,82,0,0,0,0,cylinder_piped,0,0,6.4,0,4,5,34,0,1,0,0,1,1,0,not_applicable,2022,10,11,heart_failure,5,6,0,3,0,296.0,51.0,1,none,6
3121,district_hospital,O2_0011,rural,75,0,0,0,0,oxygen_concentrator,1,0,7.4,0,3,7,26,0,0,0,0,0,0,6,supplier_stockout,2021,1,12,surgical_anaesthesia,0,12,0,4,3,171.0,42.0,0,grid_unreliable,15
3122,district_hospital,O2_0079,peri_urban,22,0,0,0,0,LOX_bulk_tank,0,0,0.5,0,4,7,29,0,0,0,0,1,1,0,not_applicable,2024,6,13,trauma,5,8,0,2,0,173.0,70.0,1,grid_reliable,12
3123,district_hospital,O2_0099,peri_urban,128,0,0,0,0,none,0,0,8.5,0,1,2,4,0,0,0,0,0,0,5,cylinder_delivery_delay,2023,6,18,neonatal_respiratory,0,18,0,7,5,278.0,72.0,1,generator_only,3
3124,district_hospital,O2_0176,rural,45,0,0,0,0,cylinder_piped,0,0,13.7,0,3,2,30,0,1,1,0,0,0,17,cylinder_delivery_delay,2024,9,17,heart_failure,0,17,0,10,4,172.0,7.0,1,grid_unreliable,0
3125,district_hospital,O2_0103,peri_urban,83,0,0,0,0,cylinder_portable,2,0,4.8,1,3,4,1,0,0,0,0,0,0,7,piping_system_leak,2024,9,12,pneumonia_child,0,12,0,6,1,116.0,52.0,1,grid_unreliable,6
3126,district_hospital,O2_0062,urban,36,0,0,0,0,cylinder_portable,0,0,14.2,0,2,2,30,0,1,1,0,1,0,6,cylinder_delivery_delay,2024,10,9,pneumonia_child,4,5,0,3,0,215.0,6.0,0,solar,7
3127,district_hospital,O2_0014,peri_urban,142,0,0,0,0,oxygen_concentrator,1,0,13.1,0,3,4,58,0,0,0,0,1,1,0,not_applicable,2023,1,6,asthma_severe,3,3,1,1,0,293.0,2.0,1,none,36
3128,district_hospital,O2_0180,peri_urban,64,0,0,0,0,cylinder_portable,1,0,2.7,0,4,2,12,0,0,0,0,1,1,0,not_applicable,2022,1,15,COVID19_severe,9,6,0,4,0,206.0,9.0,0,none,4
3129,district_hospital,O2_0027,rural,60,0,0,0,0,cylinder_portable,2,1,5.9,0,5,2,10,0,0,0,0,0,0,3,power_outage,2024,4,10,pneumonia_child,0,10,0,6,2,308.0,75.0,0,grid_unreliable,1
3130,district_hospital,O2_0142,peri_urban,114,0,0,0,0,oxygen_concentrator,4,0,14.2,0,1,0,80,0,1,1,0,1,0,0,not_applicable,2024,1,11,COPD_exacerbation,5,6,1,1,0,175.0,65.0,0,solar,4
3131,district_hospital,O2_0157,rural,121,0,0,0,0,cylinder_piped,0,0,7.5,0,6,8,19,0,1,1,1,1,0,6,power_outage,2023,4,15,severe_malaria,8,7,1,2,0,256.0,13.0,0,none,20
3132,district_hospital,O2_0158,peri_urban,14,0,0,0,0,cylinder_piped,0,0,8.5,0,3,3,32,0,0,0,0,1,1,4,demand_surge,2021,7,11,heart_failure,4,7,0,2,0,333.0,97.0,0,grid_unreliable,3
3133,district_hospital,O2_0091,peri_urban,78,0,0,0,0,cylinder_piped,2,1,5.0,0,1,0,72,0,0,0,0,1,1,0,not_applicable,2023,2,19,pneumonia_adult,5,14,1,3,0,217.0,182.0,0,none,8
3134,district_hospital,O2_0158,urban,134,0,0,0,0,cylinder_portable,0,0,0.1,0,6,3,35,0,0,0,0,1,1,0,not_applicable,2022,6,10,pneumonia_child,5,5,0,2,0,293.0,15.0,0,solar,0
3135,district_hospital,O2_0094,urban,35,0,0,0,0,cylinder_portable,0,0,4.8,0,1,5,1,0,0,0,0,1,0,0,not_applicable,2022,4,12,neonatal_respiratory,6,6,1,3,0,150.0,62.0,1,grid_unreliable,8
3136,district_hospital,O2_0096,urban,38,0,0,0,0,none,1,0,1.2,0,2,3,0,0,0,0,0,0,0,30,demand_surge,2023,6,10,pneumonia_child,0,10,0,3,3,192.0,34.0,1,generator_only,7
3137,district_hospital,O2_0139,urban,54,0,0,0,1,LOX_bulk_tank,0,0,17.7,1,4,7,33,0,1,1,0,1,1,9,cylinder_delivery_delay,2021,8,15,severe_malaria,7,8,0,4,0,296.0,57.0,1,none,11
3138,district_hospital,O2_0079,rural,59,0,0,0,0,none,0,0,2.4,0,7,2,4,0,1,1,0,1,0,0,not_applicable,2024,7,10,neonatal_respiratory,4,6,0,4,0,55.0,18.0,1,none,22
3139,district_hospital,O2_0180,rural,5,0,0,0,0,none,0,0,3.2,0,1,4,8,0,0,0,0,0,0,20,cylinder_delivery_delay,2024,5,12,severe_malaria,0,12,0,6,4,228.0,19.0,0,generator_only,40
3140,district_hospital,O2_0198,peri_urban,69,0,0,0,1,cylinder_portable,0,0,0.4,1,1,4,29,0,0,0,0,1,0,3,empty_cylinders_not_collected,2024,12,13,COVID19_severe,4,9,0,3,0,119.0,32.0,0,solar,46
3141,district_hospital,O2_0107,peri_urban,62,0,0,0,0,cylinder_portable,0,0,1.4,0,3,3,1,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,4,13,COVID19_severe,0,13,0,7,7,224.0,76.0,0,grid_unreliable,5
3142,district_hospital,O2_0040,peri_urban,117,0,0,0,0,oxygen_concentrator,4,1,1.7,0,1,5,23,0,1,1,0,0,0,7,cylinder_delivery_delay,2024,12,13,heart_failure,0,13,0,5,0,288.0,56.0,1,none,3
3143,district_hospital,O2_0184,rural,127,1,0,0,0,LOX_bulk_tank,0,0,1.4,0,4,3,20,0,1,1,0,0,0,4,cylinder_delivery_delay,2023,4,11,COVID19_severe,0,11,0,6,2,144.0,2.0,0,none,2
3144,district_hospital,O2_0132,urban,33,0,0,0,0,LOX_bulk_tank,0,0,7.2,0,7,2,7,0,0,0,0,0,0,1,regulator_valve_failure,2021,10,13,trauma,0,13,0,2,4,318.0,59.0,0,grid_reliable,6
3145,district_hospital,O2_0029,rural,86,0,0,0,0,cylinder_piped,0,0,1.6,0,2,3,16,0,1,1,1,0,0,16,cylinder_delivery_delay,2023,6,7,pneumonia_adult,0,7,0,1,3,229.0,75.0,1,none,4
3146,district_hospital,O2_0113,rural,13,0,0,0,0,LOX_bulk_tank,0,0,8.0,0,2,3,11,0,1,0,0,1,1,0,not_applicable,2023,6,14,COPD_exacerbation,13,1,1,1,0,185.0,55.0,1,solar,15
3147,district_hospital,O2_0090,urban,37,0,0,0,0,none,0,0,1.2,0,1,7,7,0,0,0,0,0,0,8,funding_for_refill,2022,12,15,COVID19_severe,0,15,0,5,3,169.0,42.0,0,solar,27
3148,district_hospital,O2_0126,rural,105,0,0,0,0,LOX_bulk_tank,0,0,8.1,1,1,5,77,0,0,0,0,1,0,0,not_applicable,2022,9,13,asthma_severe,3,10,0,5,0,162.0,37.0,0,grid_unreliable,2
3149,district_hospital,O2_0104,rural,40,0,0,0,0,cylinder_portable,0,0,3.2,0,1,4,59,0,1,1,0,1,0,1,supplier_stockout,2024,4,11,surgical_anaesthesia,2,9,0,4,0,67.0,67.0,1,none,20
3150,district_hospital,O2_0108,peri_urban,69,0,0,0,0,LOX_bulk_tank,0,0,9.6,0,3,4,27,0,1,1,0,0,0,3,cylinder_delivery_delay,2021,9,10,pneumonia_adult,0,10,0,7,1,371.0,33.0,0,solar,3
3151,district_hospital,O2_0027,rural,9,0,0,0,0,cylinder_piped,0,0,6.8,0,1,6,38,0,0,0,0,0,0,7,funding_for_refill,2021,11,11,COVID19_severe,0,11,0,4,3,250.0,10.0,0,grid_unreliable,12
3152,district_hospital,O2_0013,rural,119,0,0,0,0,oxygen_concentrator,2,0,6.2,0,3,4,43,0,0,0,0,1,0,0,not_applicable,2021,3,20,pneumonia_adult,8,12,1,2,0,268.0,4.0,1,solar,1
3153,district_hospital,O2_0006,rural,73,0,0,0,0,oxygen_concentrator,1,0,1.6,0,5,7,13,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,11,6,pneumonia_adult,0,6,0,1,2,129.0,46.0,0,solar,29
3154,district_hospital,O2_0106,peri_urban,98,0,0,0,0,cylinder_piped,2,1,2.4,0,7,4,36,0,1,1,1,1,1,0,not_applicable,2024,5,11,other_hypoxemia,2,9,1,4,0,98.0,38.0,1,none,46
3155,district_hospital,O2_0057,rural,5,0,0,0,0,cylinder_portable,3,0,0.6,0,3,3,62,0,0,0,0,1,1,0,not_applicable,2021,10,13,pneumonia_adult,5,8,1,4,0,127.0,205.0,1,solar,16
3156,district_hospital,O2_0154,peri_urban,77,0,0,0,0,PSA_plant_onsite,0,0,0.1,0,2,4,1,1,0,0,0,0,0,1,empty_cylinders_not_collected,2024,4,15,severe_malaria,0,15,0,7,6,312.0,28.0,0,grid_unreliable,5
3157,district_hospital,O2_0075,rural,95,0,0,0,0,LOX_bulk_tank,2,1,9.3,1,4,9,2,0,1,0,0,1,1,0,not_applicable,2023,10,13,pneumonia_adult,5,8,0,2,0,321.0,19.0,1,none,24
3158,district_hospital,O2_0113,peri_urban,52,0,0,0,1,none,2,0,3.4,1,5,5,6,0,1,0,0,1,1,0,not_applicable,2023,8,16,pneumonia_child,6,10,1,3,0,266.0,31.0,0,generator_only,1
3159,district_hospital,O2_0180,rural,87,0,0,0,0,cylinder_piped,0,0,0.9,0,1,3,6,0,0,0,0,1,0,0,not_applicable,2024,11,15,pneumonia_adult,5,10,0,1,0,144.0,15.0,0,grid_reliable,11
3160,district_hospital,O2_0023,rural,129,0,0,0,0,cylinder_portable,0,0,10.9,0,2,3,36,0,0,0,0,0,0,30,PSA_plant_breakdown,2023,12,13,pneumonia_adult,0,13,0,4,1,271.0,14.0,0,grid_reliable,24
3161,district_hospital,O2_0032,urban,77,0,0,1,0,cylinder_portable,3,2,8.6,0,5,4,9,0,1,1,0,1,0,0,not_applicable,2023,6,14,pneumonia_adult,3,11,0,5,0,33.0,67.0,0,solar,2
3162,district_hospital,O2_0003,peri_urban,23,0,0,0,0,cylinder_portable,0,0,0.7,0,4,5,50,0,0,0,0,0,0,5,cylinder_delivery_delay,2021,3,13,pneumonia_child,0,13,0,8,4,174.0,61.0,0,grid_reliable,9
3163,district_hospital,O2_0137,rural,74,0,0,0,0,cylinder_portable,2,1,1.9,0,0,4,7,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,4,7,neonatal_respiratory,0,7,0,4,2,133.0,98.0,0,grid_reliable,27
3164,district_hospital,O2_0037,urban,116,0,0,0,0,cylinder_piped,0,0,12.7,0,2,0,44,0,1,1,1,0,0,8,demand_surge,2024,12,11,trauma,0,11,0,5,0,165.0,8.0,0,grid_unreliable,24
3165,district_hospital,O2_0084,urban,27,0,0,0,0,oxygen_concentrator,1,0,4.1,0,0,4,3,0,0,0,0,1,1,0,not_applicable,2024,1,10,COPD_exacerbation,4,6,0,3,0,289.0,9.0,1,grid_unreliable,12
3166,district_hospital,O2_0046,peri_urban,122,0,0,0,0,cylinder_piped,0,0,9.3,0,1,4,20,0,0,0,0,0,0,1,concentrator_malfunction,2023,6,9,sepsis,0,9,0,4,4,53.0,14.0,1,grid_unreliable,3
3167,district_hospital,O2_0040,rural,16,0,0,0,0,oxygen_concentrator,4,0,0.7,0,4,2,10,0,1,1,1,0,0,13,power_outage,2021,1,9,COPD_exacerbation,0,9,0,5,2,233.0,56.0,0,none,9
3168,district_hospital,O2_0182,peri_urban,79,0,0,0,0,oxygen_concentrator,3,0,5.5,0,2,3,17,0,1,1,0,1,0,0,not_applicable,2023,5,7,COPD_exacerbation,2,5,1,2,0,178.0,73.0,1,grid_reliable,15
3169,district_hospital,O2_0190,peri_urban,61,0,0,0,0,cylinder_portable,0,0,10.3,0,2,1,18,0,0,0,0,1,1,1,cylinder_delivery_delay,2024,9,13,neonatal_respiratory,4,9,0,3,0,207.0,143.0,1,none,14
3170,district_hospital,O2_0015,rural,44,0,0,0,0,cylinder_portable,0,0,9.1,0,1,6,13,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,12,15,pneumonia_child,0,15,0,8,6,180.0,106.0,0,grid_unreliable,19
3171,district_hospital,O2_0034,urban,22,0,0,1,1,cylinder_portable,0,0,5.6,1,4,3,78,0,1,0,0,1,1,0,not_applicable,2024,10,5,COVID19_severe,2,3,1,1,0,344.0,102.0,1,generator_only,65
3172,district_hospital,O2_0076,rural,58,0,0,0,0,cylinder_portable,0,0,3.7,0,3,4,32,0,1,0,0,0,0,1,concentrator_malfunction,2022,9,11,sepsis,0,11,0,2,3,340.0,59.0,0,grid_unreliable,18
3173,district_hospital,O2_0158,peri_urban,119,0,0,0,0,none,0,0,1.5,0,2,4,10,0,1,0,0,0,0,1,concentrator_malfunction,2024,11,14,neonatal_respiratory,0,14,0,9,4,239.0,62.0,1,solar,5
3174,district_hospital,O2_0063,rural,100,0,0,0,0,none,2,0,0.1,0,2,4,1,0,0,0,0,0,0,14,concentrator_malfunction,2024,4,10,neonatal_respiratory,0,10,0,3,5,36.0,7.0,1,grid_unreliable,19
3175,district_hospital,O2_0037,rural,68,0,0,0,0,cylinder_portable,1,0,7.6,0,3,4,9,0,0,0,0,0,0,14,empty_cylinders_not_collected,2022,7,9,sepsis,0,9,0,7,1,71.0,34.0,0,grid_unreliable,23
3176,district_hospital,O2_0135,rural,135,0,0,0,0,cylinder_piped,0,0,2.0,0,3,6,8,0,0,0,0,1,1,0,not_applicable,2021,4,8,heart_failure,2,6,1,3,0,333.0,12.0,1,grid_unreliable,0
3177,district_hospital,O2_0192,rural,63,0,1,0,0,none,0,0,3.8,0,3,4,2,0,0,0,0,1,1,0,not_applicable,2022,12,13,COPD_exacerbation,8,5,1,3,0,199.0,56.0,0,generator_only,1
3178,district_hospital,O2_0139,urban,17,0,0,0,0,oxygen_concentrator,3,1,7.3,0,3,1,16,0,1,1,1,1,0,0,not_applicable,2021,8,14,pneumonia_adult,8,6,0,1,0,204.0,57.0,1,grid_unreliable,4
3179,district_hospital,O2_0076,peri_urban,127,0,0,0,0,cylinder_portable,4,0,1.3,0,5,1,11,0,1,0,0,0,0,19,cylinder_delivery_delay,2021,2,14,pneumonia_adult,0,14,0,6,5,201.0,59.0,0,grid_unreliable,19
3180,district_hospital,O2_0078,peri_urban,64,0,0,0,0,cylinder_piped,0,0,1.4,0,3,5,18,0,0,0,0,1,1,1,PSA_plant_breakdown,2024,8,10,pneumonia_child,3,7,1,4,0,91.0,106.0,1,none,6
3181,district_hospital,O2_0021,rural,46,0,0,0,0,cylinder_portable,0,0,2.0,0,4,4,2,0,1,0,0,0,0,27,concentrator_malfunction,2022,11,14,COVID19_severe,0,14,0,5,1,199.0,10.0,1,none,10
3182,district_hospital,O2_0189,peri_urban,81,0,0,0,0,cylinder_portable,0,0,0.7,0,2,6,4,0,0,0,0,0,0,24,cylinder_delivery_delay,2022,12,11,pneumonia_adult,0,11,0,4,2,277.0,72.0,0,grid_unreliable,4
3183,district_hospital,O2_0089,rural,77,0,0,0,0,cylinder_portable,0,0,6.9,0,1,5,12,0,0,0,0,1,0,0,not_applicable,2022,12,11,other_hypoxemia,4,7,1,4,0,334.0,123.0,1,grid_reliable,10
3184,district_hospital,O2_0032,urban,29,0,0,0,0,cylinder_portable,0,0,1.1,0,2,4,21,0,1,0,0,1,0,0,not_applicable,2022,9,14,neonatal_respiratory,5,9,0,8,0,165.0,63.0,0,generator_only,2
3185,district_hospital,O2_0076,rural,71,0,0,0,0,none,0,0,8.5,0,2,5,41,0,0,0,0,1,1,0,not_applicable,2023,9,10,COPD_exacerbation,5,5,0,1,0,255.0,119.0,1,grid_unreliable,5
3186,district_hospital,O2_0081,peri_urban,80,0,0,0,1,cylinder_portable,0,0,1.2,1,5,3,15,0,0,0,0,0,0,14,concentrator_malfunction,2024,6,19,surgical_anaesthesia,0,19,0,7,1,89.0,97.0,1,grid_reliable,18
3187,district_hospital,O2_0034,rural,48,0,0,0,0,cylinder_piped,5,3,2.7,0,4,3,2,0,0,0,0,1,1,0,not_applicable,2023,3,15,pneumonia_adult,7,8,0,5,0,291.0,7.0,1,none,9
3188,district_hospital,O2_0155,peri_urban,36,0,0,0,0,none,0,0,3.8,0,1,4,6,0,1,0,0,0,0,12,concentrator_malfunction,2022,1,7,other_hypoxemia,0,7,0,0,3,133.0,43.0,1,none,6
3189,district_hospital,O2_0171,urban,116,0,0,0,0,oxygen_concentrator,2,0,7.5,1,7,5,1,0,1,1,0,1,1,0,not_applicable,2024,2,16,heart_failure,3,13,1,7,0,126.0,41.0,1,none,1
3190,district_hospital,O2_0125,urban,29,0,0,0,0,oxygen_concentrator,3,1,0.2,0,4,3,8,0,1,0,0,1,1,0,not_applicable,2024,5,15,COPD_exacerbation,7,8,1,2,0,126.0,100.0,1,none,22
3191,district_hospital,O2_0094,rural,86,0,0,0,0,none,0,0,0.5,0,2,2,11,0,1,0,0,1,1,0,not_applicable,2023,10,9,pneumonia_child,3,6,0,3,0,230.0,78.0,1,grid_unreliable,7
3192,district_hospital,O2_0098,rural,93,0,0,0,0,cylinder_portable,0,0,1.2,0,6,2,17,0,1,1,1,1,1,0,not_applicable,2024,2,14,COVID19_severe,9,5,1,3,0,228.0,13.0,0,none,2
3193,district_hospital,O2_0049,rural,65,0,0,1,0,oxygen_concentrator,3,1,3.9,0,3,2,4,0,0,0,0,0,0,20,funding_for_refill,2022,1,11,pneumonia_adult,0,11,0,6,5,189.0,22.0,0,grid_unreliable,1
3194,district_hospital,O2_0061,peri_urban,87,0,0,0,0,none,0,0,2.2,0,2,5,5,0,0,0,0,0,0,1,no_oxygen_source,2023,9,16,surgical_anaesthesia,0,16,0,6,3,169.0,39.0,1,grid_reliable,19
3195,district_hospital,O2_0187,peri_urban,79,0,0,0,0,cylinder_portable,0,0,21.3,0,3,6,30,0,0,0,0,0,0,12,empty_cylinders_not_collected,2022,3,16,asthma_severe,0,16,0,8,1,134.0,12.0,0,grid_unreliable,7
3196,district_hospital,O2_0166,peri_urban,101,0,0,0,0,oxygen_concentrator,1,0,6.1,0,3,4,30,0,0,0,0,0,0,5,demand_surge,2023,1,16,COPD_exacerbation,0,16,0,5,2,320.0,1.0,0,solar,20
3197,district_hospital,O2_0085,rural,5,0,0,0,0,cylinder_portable,0,0,4.0,0,4,3,10,0,1,0,0,0,0,1,power_outage,2021,10,9,surgical_anaesthesia,0,9,0,2,3,239.0,63.0,0,grid_unreliable,7
3198,district_hospital,O2_0118,urban,90,0,0,0,0,oxygen_concentrator,1,0,0.5,0,4,4,16,0,0,0,0,1,1,0,not_applicable,2022,1,14,severe_malaria,9,5,0,3,0,139.0,184.0,1,none,1
3199,district_hospital,O2_0080,rural,59,0,0,0,0,oxygen_concentrator,4,2,2.8,1,8,2,35,0,0,0,0,1,1,1,concentrator_malfunction,2021,2,13,neonatal_respiratory,3,10,1,2,0,181.0,107.0,1,grid_unreliable,2
3200,district_hospital,O2_0159,urban,124,0,0,0,0,cylinder_portable,4,2,5.4,0,4,7,27,0,1,1,1,1,0,0,not_applicable,2024,6,11,trauma,3,8,0,2,0,89.0,24.0,0,grid_unreliable,16
3201,district_hospital,O2_0019,rural,13,0,0,0,0,oxygen_concentrator,4,2,1.5,0,5,3,3,0,0,0,0,0,0,11,funding_for_refill,2024,6,19,pneumonia_child,0,19,0,10,7,263.0,78.0,1,grid_reliable,8
3202,district_hospital,O2_0079,urban,43,0,0,0,0,cylinder_piped,0,0,2.2,0,2,5,4,0,0,0,0,1,0,0,not_applicable,2023,2,15,surgical_anaesthesia,2,13,0,8,0,248.0,163.0,1,grid_unreliable,0
3203,district_hospital,O2_0058,peri_urban,58,0,0,0,0,cylinder_piped,0,0,4.9,0,3,6,48,0,0,0,0,1,1,0,not_applicable,2024,8,12,COPD_exacerbation,11,1,0,0,0,319.0,70.0,1,grid_unreliable,2
3204,district_hospital,O2_0194,rural,52,0,0,0,0,cylinder_portable,0,0,3.5,0,2,1,20,0,1,0,0,0,0,10,concentrator_malfunction,2022,5,18,asthma_severe,0,18,0,12,5,106.0,32.0,0,generator_only,10
3205,district_hospital,O2_0032,rural,99,0,0,0,0,cylinder_piped,3,0,2.7,0,5,3,22,0,1,0,0,1,1,0,not_applicable,2023,9,12,COVID19_severe,3,9,0,5,0,151.0,79.0,1,generator_only,0
3206,district_hospital,O2_0130,rural,42,0,0,0,0,LOX_bulk_tank,0,0,7.9,0,0,4,25,0,1,0,0,1,1,0,not_applicable,2021,3,18,COPD_exacerbation,7,11,0,5,0,38.0,2.0,0,solar,9
3207,district_hospital,O2_0154,rural,83,0,0,0,0,cylinder_piped,0,0,6.4,0,3,3,2,0,1,1,0,0,0,3,power_outage,2024,11,12,severe_malaria,0,12,0,4,5,291.0,56.0,0,grid_unreliable,18
3208,district_hospital,O2_0051,peri_urban,37,0,0,0,0,oxygen_concentrator,3,0,4.1,0,4,2,14,0,0,0,0,0,0,9,no_oxygen_source,2022,4,13,surgical_anaesthesia,0,13,0,7,0,143.0,13.0,0,generator_only,11
3209,district_hospital,O2_0072,urban,74,0,0,0,0,cylinder_piped,2,1,1.9,0,3,2,53,0,1,1,1,0,0,4,demand_surge,2022,9,8,neonatal_respiratory,0,8,0,3,1,204.0,1.0,0,grid_unreliable,8
3210,district_hospital,O2_0160,peri_urban,157,0,0,0,0,oxygen_concentrator,0,0,5.4,0,3,5,16,0,0,0,0,0,0,5,empty_cylinders_not_collected,2022,11,23,COVID19_severe,0,23,0,11,9,209.0,65.0,0,none,3
3211,district_hospital,O2_0077,peri_urban,99,0,0,0,0,oxygen_concentrator,1,0,6.3,0,4,3,0,0,1,1,1,1,1,0,not_applicable,2024,10,9,pneumonia_child,5,4,0,2,0,244.0,71.0,1,grid_unreliable,18
3212,district_hospital,O2_0123,urban,11,0,0,0,0,oxygen_concentrator,3,1,4.6,0,7,4,3,0,1,1,0,1,1,0,not_applicable,2024,1,11,asthma_severe,5,6,0,4,0,216.0,7.0,1,none,3
3213,district_hospital,O2_0026,rural,5,0,0,0,0,none,0,0,1.9,0,4,4,12,0,0,0,0,1,1,0,not_applicable,2023,10,12,COVID19_severe,7,5,0,3,0,179.0,9.0,1,none,1
3214,district_hospital,O2_0010,rural,47,0,0,1,0,oxygen_concentrator,1,0,13.9,0,1,7,0,0,0,0,0,1,1,0,not_applicable,2021,6,15,pneumonia_child,3,12,0,7,0,302.0,16.0,0,generator_only,18
3215,district_hospital,O2_0092,peri_urban,93,0,0,0,0,cylinder_piped,0,0,2.7,0,1,5,31,0,0,0,0,1,0,0,not_applicable,2022,1,15,sepsis,1,14,0,3,0,33.0,1.0,1,grid_reliable,4
3216,district_hospital,O2_0153,peri_urban,39,0,1,0,0,cylinder_piped,4,2,5.6,0,0,5,12,0,1,0,0,1,1,0,not_applicable,2024,12,8,pneumonia_child,4,4,0,1,0,232.0,67.0,1,none,7
3217,district_hospital,O2_0136,rural,46,0,0,0,0,LOX_bulk_tank,0,0,1.1,0,2,5,3,0,0,0,0,1,1,0,not_applicable,2022,2,15,COVID19_severe,5,10,0,5,0,172.0,157.0,0,grid_reliable,16
3218,district_hospital,O2_0048,urban,5,0,0,0,0,oxygen_concentrator,0,0,1.2,0,1,2,2,0,0,0,0,0,0,27,concentrator_malfunction,2021,9,12,pneumonia_child,0,12,0,3,0,101.0,92.0,0,grid_unreliable,19
3219,district_hospital,O2_0128,rural,87,0,0,0,0,oxygen_concentrator,2,1,2.0,0,5,7,7,0,0,0,0,0,0,12,cylinder_delivery_delay,2022,4,7,pneumonia_child,0,7,0,4,3,201.0,15.0,0,grid_unreliable,14
3220,district_hospital,O2_0073,peri_urban,93,0,0,0,0,cylinder_piped,2,1,6.4,1,4,1,3,0,1,0,0,1,1,0,not_applicable,2023,6,10,neonatal_respiratory,4,6,1,2,0,302.0,86.0,0,grid_unreliable,2
3221,district_hospital,O2_0053,rural,61,0,0,0,0,oxygen_concentrator,1,0,1.2,0,3,4,20,0,0,0,0,0,0,1,funding_for_refill,2024,10,10,other_hypoxemia,0,10,0,5,1,329.0,98.0,0,solar,9
3222,district_hospital,O2_0019,urban,23,0,0,0,0,none,1,0,10.7,0,5,4,20,0,1,0,0,1,1,6,supplier_stockout,2024,1,8,surgical_anaesthesia,3,5,0,2,0,152.0,1.0,0,none,10
3223,district_hospital,O2_0088,rural,45,0,0,0,0,cylinder_piped,0,0,20.0,0,0,7,5,0,1,0,0,1,1,0,not_applicable,2021,11,11,COPD_exacerbation,4,7,0,3,0,102.0,11.0,0,grid_unreliable,7
3224,district_hospital,O2_0074,rural,89,0,0,1,1,PSA_plant_onsite,0,0,2.1,1,3,2,25,0,1,0,0,1,1,5,funding_for_refill,2024,9,14,neonatal_respiratory,5,9,1,3,0,80.0,16.0,1,grid_unreliable,11
3225,district_hospital,O2_0126,peri_urban,5,0,0,0,0,none,0,0,1.5,0,2,3,14,0,0,0,0,0,0,20,power_outage,2022,12,12,heart_failure,0,12,0,5,3,128.0,69.0,0,none,24
3226,district_hospital,O2_0028,peri_urban,72,0,0,0,0,cylinder_piped,2,0,6.2,0,4,2,2,0,0,0,0,1,1,10,power_outage,2024,10,13,pneumonia_child,4,9,1,7,0,169.0,7.0,0,solar,7
3227,district_hospital,O2_0166,peri_urban,5,0,0,0,0,none,3,1,3.1,0,6,4,25,0,1,0,0,1,0,0,not_applicable,2024,8,12,neonatal_respiratory,10,2,0,0,0,325.0,89.0,0,grid_unreliable,11
3228,district_hospital,O2_0069,peri_urban,13,0,0,0,0,cylinder_portable,2,1,6.0,0,1,1,16,0,1,0,0,1,1,0,not_applicable,2024,8,6,surgical_anaesthesia,3,3,1,2,0,260.0,117.0,1,grid_unreliable,21
3229,district_hospital,O2_0027,rural,36,0,0,0,0,cylinder_piped,0,0,1.3,0,3,6,43,0,0,0,0,0,0,1,PSA_plant_breakdown,2023,3,7,pneumonia_child,0,7,0,5,0,178.0,28.0,0,grid_unreliable,7
3230,district_hospital,O2_0146,rural,54,0,0,0,0,oxygen_concentrator,1,0,0.7,0,6,4,17,0,0,0,0,1,0,0,not_applicable,2023,10,15,pneumonia_adult,6,9,0,1,0,243.0,148.0,1,none,1
3231,district_hospital,O2_0144,urban,66,0,0,0,0,none,0,0,2.0,0,4,4,3,0,0,0,0,1,0,0,not_applicable,2024,3,12,COVID19_severe,5,7,1,1,0,201.0,52.0,0,generator_only,53
3232,district_hospital,O2_0059,rural,92,0,0,0,0,none,2,0,8.7,0,2,3,19,0,0,0,0,0,0,30,power_outage,2024,2,12,pneumonia_child,0,12,0,2,2,313.0,2.0,0,none,0
3233,district_hospital,O2_0164,urban,88,0,0,0,0,cylinder_portable,0,0,5.2,0,3,5,8,0,0,0,0,1,1,0,not_applicable,2021,10,16,pneumonia_child,9,7,0,2,0,243.0,13.0,0,grid_unreliable,0
3234,district_hospital,O2_0023,rural,20,0,0,1,0,none,0,0,3.7,0,2,6,54,0,0,0,0,0,0,5,power_outage,2023,12,15,asthma_severe,0,15,0,9,3,128.0,104.0,0,grid_reliable,5
3235,district_hospital,O2_0107,peri_urban,48,0,0,0,0,oxygen_concentrator,0,0,3.5,0,0,2,15,0,1,0,0,0,0,30,concentrator_malfunction,2022,1,12,pneumonia_child,0,12,0,5,4,204.0,7.0,1,grid_unreliable,0
3236,district_hospital,O2_0019,urban,101,0,0,0,0,cylinder_piped,0,0,1.0,0,3,6,56,0,0,0,0,1,1,0,not_applicable,2024,2,11,COVID19_severe,6,5,1,3,0,291.0,45.0,0,generator_only,0
3237,district_hospital,O2_0051,rural,5,0,0,0,0,cylinder_portable,0,0,0.4,0,4,4,4,0,0,0,0,0,0,10,supplier_stockout,2023,2,19,neonatal_respiratory,0,19,0,5,7,187.0,66.0,1,grid_unreliable,0
3238,district_hospital,O2_0016,peri_urban,52,0,0,0,0,cylinder_portable,0,0,2.8,0,5,5,15,0,0,0,0,1,1,1,empty_cylinders_not_collected,2023,9,8,neonatal_respiratory,4,4,1,1,0,117.0,64.0,1,generator_only,5
3239,district_hospital,O2_0052,rural,26,0,0,0,1,cylinder_piped,0,0,1.3,1,4,0,0,0,0,0,0,1,1,3,power_outage,2024,10,5,neonatal_respiratory,2,3,0,1,0,168.0,57.0,0,none,0
3240,district_hospital,O2_0105,rural,82,0,0,0,0,cylinder_portable,0,0,4.4,0,0,6,0,0,0,0,0,1,1,0,not_applicable,2021,7,7,COVID19_severe,3,4,0,3,0,309.0,39.0,0,grid_unreliable,3
3241,district_hospital,O2_0094,urban,56,0,0,0,0,oxygen_concentrator,4,0,4.5,0,2,2,2,0,0,0,0,0,0,6,PSA_plant_breakdown,2023,5,19,pneumonia_child,0,19,0,7,10,122.0,66.0,0,grid_unreliable,16
3242,district_hospital,O2_0050,urban,97,0,0,0,0,oxygen_concentrator,2,1,3.8,0,2,4,5,0,1,0,0,1,1,0,not_applicable,2023,11,10,neonatal_respiratory,3,7,1,3,0,141.0,32.0,0,generator_only,22
3243,district_hospital,O2_0116,rural,5,0,0,0,0,PSA_plant_onsite,0,0,8.1,0,3,4,5,1,1,0,0,1,1,0,not_applicable,2024,12,9,pneumonia_child,3,6,0,3,0,218.0,14.0,0,grid_reliable,0
3244,district_hospital,O2_0026,urban,70,0,0,0,0,cylinder_portable,1,0,1.9,0,3,6,10,0,1,0,0,0,0,9,PSA_plant_breakdown,2021,2,15,other_hypoxemia,0,15,0,7,4,304.0,5.0,1,none,13
3245,district_hospital,O2_0093,rural,121,0,0,0,0,cylinder_portable,0,0,2.3,0,2,1,0,0,1,0,0,0,0,3,cylinder_delivery_delay,2024,11,8,sepsis,0,8,0,5,4,344.0,23.0,1,generator_only,28
3246,district_hospital,O2_0055,rural,27,0,0,0,0,oxygen_concentrator,1,0,1.8,0,5,4,5,0,0,0,0,1,0,0,not_applicable,2024,9,6,other_hypoxemia,3,3,0,1,0,93.0,101.0,1,none,4
3247,district_hospital,O2_0131,rural,88,0,0,0,0,none,3,1,3.8,0,4,3,8,0,0,0,0,0,0,11,cylinder_delivery_delay,2023,11,9,severe_malaria,0,9,0,2,0,153.0,5.0,1,grid_unreliable,3
3248,district_hospital,O2_0069,rural,65,0,0,0,1,oxygen_concentrator,1,0,0.0,1,2,5,22,0,1,1,0,1,1,0,not_applicable,2022,5,18,pneumonia_adult,6,12,0,4,0,176.0,18.0,1,none,5
3249,district_hospital,O2_0027,urban,80,0,0,0,0,cylinder_portable,1,0,6.3,0,2,5,33,0,0,0,0,0,0,1,piping_system_leak,2022,1,12,pneumonia_child,0,12,0,5,3,25.0,23.0,0,none,6
3250,district_hospital,O2_0087,urban,106,0,0,0,0,oxygen_concentrator,1,0,7.1,0,3,2,31,0,1,0,0,0,0,2,PSA_plant_breakdown,2024,10,10,trauma,0,10,0,5,4,155.0,40.0,1,none,1
3251,district_hospital,O2_0134,peri_urban,20,0,0,0,0,oxygen_concentrator,0,0,8.2,0,4,3,2,0,1,0,0,0,0,19,regulator_valve_failure,2021,10,9,other_hypoxemia,0,9,0,2,1,167.0,15.0,0,grid_reliable,4
3252,district_hospital,O2_0050,peri_urban,5,0,1,0,0,cylinder_portable,0,0,4.2,0,8,2,34,0,1,0,0,0,0,17,PSA_plant_breakdown,2023,7,15,COPD_exacerbation,0,15,0,8,1,180.0,27.0,0,grid_reliable,9
3253,district_hospital,O2_0195,rural,68,0,0,0,0,oxygen_concentrator,1,0,12.2,0,5,3,36,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,10,24,severe_malaria,0,24,0,11,8,266.0,28.0,0,grid_unreliable,30
3254,district_hospital,O2_0076,urban,57,0,0,0,0,oxygen_concentrator,0,0,7.7,0,5,7,3,0,1,1,0,0,0,7,cylinder_delivery_delay,2021,9,14,COPD_exacerbation,0,14,0,8,3,108.0,3.0,0,none,2
3255,district_hospital,O2_0021,urban,122,0,0,0,0,oxygen_concentrator,1,0,1.8,0,3,5,8,0,1,1,1,0,0,1,power_outage,2021,2,6,pneumonia_child,0,6,0,4,2,300.0,101.0,0,grid_reliable,0
3256,district_hospital,O2_0142,rural,27,0,0,0,0,cylinder_portable,0,0,3.7,0,3,3,17,0,1,0,0,1,0,1,funding_for_refill,2021,11,10,pneumonia_adult,4,6,1,5,0,172.0,28.0,0,grid_unreliable,8
3257,district_hospital,O2_0179,rural,72,0,0,0,0,none,0,0,3.8,0,0,8,86,0,1,0,0,0,0,2,demand_surge,2022,10,7,neonatal_respiratory,0,7,0,4,0,186.0,8.0,0,grid_unreliable,11
3258,district_hospital,O2_0081,peri_urban,92,0,0,0,0,oxygen_concentrator,1,0,3.6,0,4,7,14,0,0,0,0,1,1,0,not_applicable,2024,8,15,COVID19_severe,6,9,0,3,0,85.0,5.0,1,none,2
3259,district_hospital,O2_0122,peri_urban,53,0,0,0,0,cylinder_portable,0,0,0.3,0,8,6,37,0,0,0,0,1,1,0,not_applicable,2024,1,12,pneumonia_child,4,8,1,4,0,204.0,26.0,1,none,7
3260,district_hospital,O2_0150,peri_urban,91,0,1,0,0,none,0,0,2.2,0,4,4,5,0,0,0,0,0,0,14,cylinder_delivery_delay,2024,6,13,pneumonia_adult,0,13,0,6,5,176.0,46.0,1,solar,11
3261,district_hospital,O2_0001,peri_urban,121,0,0,0,0,oxygen_concentrator,2,1,3.1,1,4,4,48,0,0,0,0,0,0,4,power_outage,2021,3,14,COPD_exacerbation,0,14,0,5,3,116.0,2.0,1,grid_unreliable,27
3262,district_hospital,O2_0062,peri_urban,122,0,0,0,0,none,0,0,2.1,0,3,6,16,0,0,0,0,1,0,0,not_applicable,2023,11,8,severe_malaria,4,4,1,3,0,245.0,13.0,1,none,9
3263,district_hospital,O2_0188,rural,84,1,0,0,0,none,0,0,10.6,0,2,5,6,0,0,0,0,0,0,4,supplier_stockout,2023,2,13,COPD_exacerbation,0,13,0,7,4,225.0,44.0,0,generator_only,15
3264,district_hospital,O2_0118,rural,115,0,0,0,0,cylinder_portable,0,0,15.7,0,3,4,52,0,0,0,0,1,1,0,not_applicable,2022,7,19,asthma_severe,13,6,0,1,0,218.0,22.0,0,grid_unreliable,5
3265,district_hospital,O2_0158,peri_urban,123,0,0,0,0,cylinder_portable,0,0,3.2,0,3,5,27,0,1,0,0,0,0,2,empty_cylinders_not_collected,2021,12,7,COVID19_severe,0,7,0,4,2,155.0,30.0,1,grid_unreliable,1
3266,district_hospital,O2_0151,urban,81,0,0,0,0,cylinder_portable,0,0,2.4,0,3,4,35,0,0,0,0,1,1,11,concentrator_malfunction,2022,9,10,pneumonia_child,5,5,1,4,0,195.0,9.0,0,grid_unreliable,9
3267,district_hospital,O2_0014,rural,97,0,0,0,0,cylinder_portable,0,0,12.3,0,6,3,12,0,0,0,0,1,0,0,not_applicable,2023,3,14,severe_malaria,3,11,0,7,0,202.0,23.0,0,grid_unreliable,20
3268,district_hospital,O2_0059,peri_urban,67,0,0,0,0,none,0,0,3.5,0,2,5,11,0,1,0,0,1,1,0,not_applicable,2024,2,9,severe_malaria,3,6,0,3,0,241.0,83.0,0,grid_unreliable,14
3269,district_hospital,O2_0161,rural,5,0,0,0,1,cylinder_portable,1,0,2.7,1,4,3,15,0,1,1,0,1,0,0,not_applicable,2023,11,15,pneumonia_adult,3,12,0,5,0,8.0,6.0,1,generator_only,0
3270,district_hospital,O2_0165,urban,112,0,0,0,0,cylinder_piped,0,0,2.5,0,5,4,21,0,1,0,0,1,1,0,not_applicable,2022,9,19,surgical_anaesthesia,4,15,0,7,0,252.0,25.0,1,none,24
3271,district_hospital,O2_0059,rural,68,0,0,0,0,oxygen_concentrator,0,0,2.4,0,2,4,15,0,1,1,0,1,0,0,not_applicable,2023,12,13,heart_failure,2,11,0,4,0,216.0,6.0,0,solar,39
3272,district_hospital,O2_0148,rural,65,0,0,0,0,none,0,0,14.5,0,2,7,15,0,1,0,0,1,1,1,funding_for_refill,2022,1,12,sepsis,4,8,1,4,0,274.0,19.0,0,grid_unreliable,10
3273,district_hospital,O2_0031,rural,89,0,0,0,0,cylinder_piped,0,0,4.7,0,3,6,40,0,0,0,0,0,0,1,PSA_plant_breakdown,2021,5,13,COVID19_severe,0,13,0,5,5,235.0,3.0,1,grid_unreliable,12
3274,district_hospital,O2_0105,rural,5,0,0,0,0,cylinder_portable,0,0,0.6,0,2,4,9,0,0,0,0,1,1,0,not_applicable,2024,7,19,pneumonia_child,12,7,1,4,0,176.0,155.0,0,none,17
3275,district_hospital,O2_0163,peri_urban,108,0,0,0,0,oxygen_concentrator,4,0,0.2,0,5,4,3,0,1,0,0,1,1,0,not_applicable,2024,7,13,sepsis,3,10,0,7,0,238.0,87.0,1,grid_unreliable,27
3276,district_hospital,O2_0199,peri_urban,46,0,0,0,0,oxygen_concentrator,3,1,8.9,0,5,1,6,0,0,0,0,0,0,3,concentrator_malfunction,2023,7,11,sepsis,0,11,0,6,2,234.0,15.0,1,solar,18
3277,district_hospital,O2_0075,rural,126,0,0,0,0,oxygen_concentrator,5,1,3.6,1,3,3,27,0,1,1,0,0,0,29,PSA_plant_breakdown,2024,2,12,severe_malaria,0,12,0,2,1,211.0,38.0,0,none,4
3278,district_hospital,O2_0131,peri_urban,54,0,0,0,0,oxygen_concentrator,2,1,5.2,0,3,3,9,0,1,1,0,1,1,0,not_applicable,2023,2,12,COVID19_severe,5,7,0,4,0,165.0,11.0,1,none,11
3279,district_hospital,O2_0064,urban,88,0,0,0,0,oxygen_concentrator,4,0,8.0,0,2,3,11,0,0,0,0,0,0,8,no_oxygen_source,2024,3,13,COPD_exacerbation,0,13,0,8,6,217.0,16.0,1,grid_unreliable,17
3280,district_hospital,O2_0164,urban,127,0,1,0,0,oxygen_concentrator,1,0,12.5,0,2,3,20,0,1,0,0,0,0,9,concentrator_malfunction,2024,5,15,neonatal_respiratory,0,15,0,4,2,330.0,32.0,0,solar,1
3281,district_hospital,O2_0110,rural,43,0,0,0,0,cylinder_piped,0,0,0.1,0,3,4,11,0,1,1,1,1,1,0,not_applicable,2022,12,6,other_hypoxemia,2,4,1,1,0,340.0,330.0,0,grid_unreliable,8
3282,district_hospital,O2_0149,rural,72,0,0,0,0,oxygen_concentrator,1,0,0.3,0,3,4,41,0,1,0,0,0,0,3,piping_system_leak,2022,1,7,COVID19_severe,0,7,0,1,2,138.0,21.0,1,grid_unreliable,33
3283,district_hospital,O2_0123,urban,82,0,0,0,0,cylinder_piped,3,0,7.5,0,2,3,0,0,0,0,0,0,0,7,no_oxygen_source,2022,6,9,surgical_anaesthesia,0,9,0,4,2,233.0,12.0,0,none,27
3284,district_hospital,O2_0132,peri_urban,35,0,0,0,0,oxygen_concentrator,2,0,0.9,0,2,3,6,0,0,0,0,1,1,1,demand_surge,2022,1,13,COVID19_severe,8,5,1,0,0,161.0,123.0,0,solar,28
3285,district_hospital,O2_0157,urban,70,0,0,0,0,PSA_plant_onsite,0,0,11.5,0,4,5,18,0,0,0,0,1,0,0,not_applicable,2021,10,8,asthma_severe,2,6,0,3,0,470.0,12.0,0,grid_unreliable,19
3286,district_hospital,O2_0084,peri_urban,33,0,1,0,0,none,0,0,0.8,0,0,2,50,0,0,0,0,0,0,30,empty_cylinders_not_collected,2024,6,14,trauma,0,14,0,7,4,131.0,17.0,0,solar,11
3287,district_hospital,O2_0092,peri_urban,74,0,1,0,0,LOX_bulk_tank,0,0,10.8,0,1,3,37,0,0,0,0,1,0,0,not_applicable,2021,9,17,sepsis,9,8,0,6,0,237.0,34.0,0,solar,3
3288,district_hospital,O2_0036,peri_urban,44,0,0,0,0,cylinder_portable,0,0,4.0,0,4,5,5,0,1,0,0,1,0,0,not_applicable,2024,5,14,trauma,6,8,0,3,0,304.0,9.0,0,grid_reliable,28
3289,district_hospital,O2_0122,rural,55,0,0,0,0,cylinder_portable,0,0,13.1,0,5,1,20,0,0,0,0,1,1,0,not_applicable,2023,3,12,pneumonia_child,4,8,0,7,0,183.0,1.0,1,generator_only,1
3290,district_hospital,O2_0125,peri_urban,71,0,0,0,0,oxygen_concentrator,1,0,7.4,0,2,5,17,0,1,0,0,1,1,2,cylinder_delivery_delay,2022,12,18,COVID19_severe,5,13,0,1,0,0.0,22.0,0,grid_unreliable,13
3291,district_hospital,O2_0036,peri_urban,98,0,0,0,0,cylinder_portable,0,0,19.5,0,1,4,11,0,0,0,0,0,0,22,demand_surge,2023,1,8,neonatal_respiratory,0,8,0,4,4,254.0,70.0,0,none,2
3292,district_hospital,O2_0005,peri_urban,51,0,0,0,0,cylinder_piped,3,1,0.0,0,0,3,19,0,1,0,0,0,0,19,empty_cylinders_not_collected,2022,12,16,sepsis,0,16,0,9,3,294.0,13.0,0,generator_only,21
3293,district_hospital,O2_0124,peri_urban,62,0,0,0,0,oxygen_concentrator,5,3,1.6,0,1,6,17,0,0,0,0,1,1,0,not_applicable,2023,2,13,severe_malaria,6,7,1,3,0,229.0,22.0,1,none,2
3294,district_hospital,O2_0137,rural,8,0,0,0,0,cylinder_piped,3,2,7.0,0,3,5,5,0,1,0,0,0,0,3,PSA_plant_breakdown,2024,12,11,pneumonia_adult,0,11,0,2,1,57.0,45.0,1,none,6
3295,district_hospital,O2_0014,rural,32,0,1,0,1,cylinder_piped,0,0,0.8,1,4,3,13,0,0,0,0,0,0,1,no_oxygen_source,2023,1,20,neonatal_respiratory,0,20,0,11,9,199.0,11.0,1,none,2
3296,district_hospital,O2_0183,rural,35,0,0,0,0,oxygen_concentrator,1,0,4.3,0,1,5,20,0,1,1,0,0,0,4,no_oxygen_source,2021,9,12,surgical_anaesthesia,0,12,0,5,1,269.0,12.0,1,none,0
3297,district_hospital,O2_0178,peri_urban,107,0,0,0,0,LOX_bulk_tank,0,0,0.0,0,5,7,39,0,0,0,0,1,1,0,not_applicable,2023,6,9,neonatal_respiratory,2,7,1,2,0,45.0,21.0,0,grid_reliable,66
3298,district_hospital,O2_0012,peri_urban,40,0,0,0,0,cylinder_portable,0,0,2.7,0,2,7,14,0,1,0,0,0,0,3,cylinder_delivery_delay,2023,8,11,pneumonia_child,0,11,0,6,6,209.0,6.0,1,grid_unreliable,1
3299,district_hospital,O2_0044,peri_urban,86,0,0,0,0,cylinder_piped,0,0,1.3,0,4,8,23,0,0,0,0,1,1,0,not_applicable,2023,4,16,neonatal_respiratory,6,10,1,3,0,242.0,21.0,1,grid_unreliable,22
3300,district_hospital,O2_0199,urban,5,0,0,0,0,LOX_bulk_tank,0,0,2.7,0,4,3,5,0,0,0,0,0,0,22,empty_cylinders_not_collected,2023,8,11,trauma,0,11,0,5,6,76.0,30.0,0,none,11
3301,district_hospital,O2_0104,urban,51,0,0,0,0,cylinder_piped,1,0,4.7,0,3,6,21,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,3,13,pneumonia_child,0,13,0,5,4,98.0,48.0,0,none,11
3302,district_hospital,O2_0129,rural,93,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,4,8,5,0,0,0,0,1,0,0,not_applicable,2021,8,10,surgical_anaesthesia,6,4,1,1,0,362.0,50.0,0,none,0
3303,district_hospital,O2_0010,peri_urban,157,0,0,0,0,oxygen_concentrator,2,0,0.5,1,4,1,44,0,0,0,0,0,0,8,regulator_valve_failure,2022,6,9,COVID19_severe,0,9,0,4,2,95.0,24.0,0,grid_unreliable,5
3304,district_hospital,O2_0018,rural,16,0,0,0,0,cylinder_portable,2,0,4.1,0,2,4,13,0,0,0,0,1,1,0,not_applicable,2024,9,12,heart_failure,4,8,0,2,0,188.0,11.0,0,generator_only,10
3305,district_hospital,O2_0173,urban,48,0,0,0,1,oxygen_concentrator,3,0,0.2,1,0,5,65,0,1,0,0,0,0,8,cylinder_delivery_delay,2021,2,13,trauma,0,13,0,3,6,378.0,56.0,0,generator_only,11
3306,district_hospital,O2_0050,peri_urban,71,0,0,0,1,oxygen_concentrator,1,0,2.7,1,3,2,2,0,1,0,0,1,1,0,not_applicable,2022,12,10,COVID19_severe,5,5,0,0,0,142.0,3.0,1,solar,1
3307,district_hospital,O2_0095,urban,15,0,0,0,0,oxygen_concentrator,2,0,0.7,0,6,6,64,0,0,0,0,0,0,1,power_outage,2022,8,15,COVID19_severe,0,15,0,8,3,153.0,193.0,1,grid_reliable,23
3308,district_hospital,O2_0159,rural,122,0,0,0,0,oxygen_concentrator,3,1,11.8,0,4,2,36,0,1,0,0,0,0,30,demand_surge,2024,5,16,pneumonia_child,0,16,0,4,5,125.0,44.0,1,none,14
3309,district_hospital,O2_0117,urban,12,0,0,1,0,oxygen_concentrator,1,0,4.1,0,4,7,22,0,0,0,0,1,0,4,concentrator_malfunction,2023,4,14,COPD_exacerbation,7,7,0,2,0,406.0,36.0,0,grid_unreliable,5
3310,district_hospital,O2_0178,rural,92,0,1,0,0,cylinder_piped,0,0,6.8,0,2,1,76,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,10,19,pneumonia_child,0,19,0,10,9,115.0,101.0,1,grid_unreliable,1
3311,district_hospital,O2_0017,peri_urban,49,0,0,0,0,LOX_bulk_tank,0,0,4.4,0,4,3,43,0,1,0,0,0,0,6,cylinder_delivery_delay,2022,6,8,neonatal_respiratory,0,8,0,6,0,154.0,43.0,0,solar,110
3312,district_hospital,O2_0013,peri_urban,127,0,0,0,0,cylinder_piped,0,0,1.8,1,4,5,37,0,1,0,0,1,1,0,not_applicable,2023,7,13,neonatal_respiratory,3,10,0,3,0,301.0,26.0,0,none,78
3313,district_hospital,O2_0005,rural,61,0,0,0,0,cylinder_portable,5,1,4.2,0,7,4,0,0,1,0,0,1,1,0,not_applicable,2022,1,9,COVID19_severe,4,5,1,2,0,161.0,150.0,1,generator_only,23
3314,district_hospital,O2_0020,rural,18,0,0,0,0,cylinder_portable,0,0,0.3,0,2,4,32,0,1,0,0,1,0,0,not_applicable,2023,10,18,trauma,7,11,0,6,0,264.0,42.0,1,grid_reliable,21
3315,district_hospital,O2_0086,peri_urban,110,0,0,0,0,cylinder_portable,3,1,3.5,0,3,3,0,0,0,0,0,1,1,2,PSA_plant_breakdown,2024,12,11,COVID19_severe,2,9,1,2,0,214.0,82.0,0,generator_only,7
3316,district_hospital,O2_0074,urban,5,0,0,0,0,oxygen_concentrator,1,0,8.8,0,1,6,26,0,0,0,0,1,1,0,not_applicable,2022,10,15,heart_failure,5,10,1,6,0,206.0,2.0,1,none,7
3317,district_hospital,O2_0197,rural,45,0,0,0,0,cylinder_piped,0,0,11.5,0,4,5,7,0,0,0,0,0,0,1,no_oxygen_source,2024,3,14,other_hypoxemia,0,14,0,8,8,265.0,36.0,0,grid_reliable,11
3318,district_hospital,O2_0128,urban,16,0,0,0,1,oxygen_concentrator,1,0,0.9,1,1,4,0,0,0,0,0,0,0,2,power_outage,2023,6,10,COVID19_severe,0,10,0,3,5,181.0,5.0,1,grid_unreliable,2
3319,district_hospital,O2_0170,urban,101,0,0,0,0,cylinder_portable,0,0,2.6,0,2,6,4,0,1,1,1,1,0,0,not_applicable,2024,8,14,pneumonia_child,7,7,1,4,0,125.0,48.0,0,none,9
3320,district_hospital,O2_0166,peri_urban,74,0,0,0,0,cylinder_piped,2,0,3.7,0,1,0,6,0,0,0,0,1,1,4,piping_system_leak,2023,8,14,surgical_anaesthesia,8,6,1,2,0,125.0,136.0,0,grid_unreliable,10
3321,district_hospital,O2_0197,peri_urban,93,0,0,0,0,cylinder_portable,0,0,0.8,0,3,6,7,0,0,0,0,1,1,0,not_applicable,2022,3,16,asthma_severe,6,10,1,6,0,155.0,20.0,0,generator_only,16
3322,district_hospital,O2_0101,urban,73,0,0,0,0,LOX_bulk_tank,0,0,9.1,0,5,0,5,0,1,0,0,0,0,1,cylinder_delivery_delay,2023,11,11,COVID19_severe,0,11,0,6,7,264.0,66.0,0,grid_unreliable,0
3323,district_hospital,O2_0159,peri_urban,75,0,0,0,0,oxygen_concentrator,5,2,14.8,0,0,3,33,0,1,0,0,1,1,0,not_applicable,2022,2,9,severe_malaria,3,6,0,1,0,275.0,27.0,1,grid_unreliable,8
3324,district_hospital,O2_0124,urban,78,0,0,0,0,none,0,0,12.4,0,1,2,40,0,0,0,0,0,0,8,cylinder_delivery_delay,2023,3,9,pneumonia_child,0,9,0,6,2,277.0,73.0,0,generator_only,0
3325,district_hospital,O2_0132,rural,5,0,0,0,0,cylinder_piped,0,0,7.0,0,1,4,15,0,1,0,0,1,0,0,not_applicable,2023,4,15,heart_failure,5,10,0,3,0,61.0,84.0,0,grid_unreliable,30
3326,district_hospital,O2_0111,rural,26,0,0,0,0,oxygen_concentrator,1,0,2.3,0,2,2,36,0,1,1,1,0,0,16,demand_surge,2023,1,11,neonatal_respiratory,0,11,0,7,4,101.0,143.0,1,grid_reliable,11
3327,district_hospital,O2_0078,peri_urban,11,0,0,0,0,cylinder_portable,0,0,1.7,0,4,5,0,0,0,0,0,1,1,0,not_applicable,2024,8,17,pneumonia_child,2,15,1,5,0,158.0,106.0,0,grid_unreliable,1
3328,district_hospital,O2_0011,rural,42,0,0,0,0,cylinder_portable,0,0,1.4,0,4,4,5,0,0,0,0,1,0,0,not_applicable,2023,7,13,pneumonia_child,8,5,0,1,0,61.0,120.0,1,none,11
3329,district_hospital,O2_0021,peri_urban,112,0,0,0,0,cylinder_piped,2,1,8.0,0,1,4,26,0,1,0,0,1,1,0,not_applicable,2023,5,12,trauma,8,4,0,3,0,262.0,22.0,0,grid_unreliable,26
3330,district_hospital,O2_0129,peri_urban,43,0,0,0,0,cylinder_portable,0,0,3.6,0,4,4,3,0,0,0,0,0,0,6,funding_for_refill,2023,1,16,severe_malaria,0,16,0,8,3,282.0,56.0,0,grid_reliable,20
3331,district_hospital,O2_0136,peri_urban,31,0,0,0,0,oxygen_concentrator,1,0,4.8,0,5,1,9,0,1,0,0,1,0,0,not_applicable,2023,11,10,sepsis,5,5,0,3,0,109.0,208.0,0,none,1
3332,district_hospital,O2_0015,urban,61,0,0,0,0,oxygen_concentrator,0,0,1.2,0,3,3,6,0,0,0,0,0,0,28,cylinder_delivery_delay,2024,1,13,pneumonia_child,0,13,0,8,4,141.0,11.0,1,grid_reliable,21
3333,district_hospital,O2_0168,urban,93,0,0,0,0,oxygen_concentrator,1,0,5.3,0,3,6,0,0,1,0,0,1,1,0,not_applicable,2023,7,12,COPD_exacerbation,6,6,1,2,0,149.0,38.0,0,none,23
3334,district_hospital,O2_0146,rural,92,0,0,0,0,cylinder_portable,2,0,2.7,1,2,1,30,0,1,1,1,0,0,17,PSA_plant_breakdown,2023,12,15,neonatal_respiratory,0,15,0,4,1,183.0,20.0,0,none,27
3335,district_hospital,O2_0037,rural,26,0,0,0,1,cylinder_portable,0,0,3.1,1,1,5,26,0,0,0,0,0,0,23,piping_system_leak,2022,5,10,severe_malaria,0,10,0,5,2,197.0,112.0,0,solar,8
3336,district_hospital,O2_0081,rural,98,0,0,0,0,oxygen_concentrator,3,0,1.6,0,3,9,7,0,0,0,0,1,1,0,not_applicable,2024,2,4,heart_failure,2,2,0,1,0,77.0,26.0,0,grid_unreliable,14
3337,district_hospital,O2_0062,rural,135,0,0,0,0,LOX_bulk_tank,0,0,2.3,0,3,1,3,0,0,0,0,0,0,6,funding_for_refill,2022,7,17,pneumonia_child,0,17,0,11,9,200.0,35.0,0,grid_unreliable,0
3338,district_hospital,O2_0049,rural,22,0,0,0,0,oxygen_concentrator,1,0,0.5,0,4,4,20,0,0,0,0,0,0,1,concentrator_malfunction,2022,8,11,pneumonia_child,0,11,0,5,5,113.0,19.0,0,grid_reliable,21
3339,district_hospital,O2_0038,peri_urban,98,0,0,0,0,cylinder_piped,0,0,3.3,0,3,4,17,0,0,0,0,0,0,1,power_outage,2023,5,17,heart_failure,0,17,0,8,7,258.0,67.0,1,solar,15
3340,district_hospital,O2_0010,urban,27,0,0,0,0,cylinder_portable,0,0,1.5,0,2,0,29,0,0,0,0,0,0,18,piping_system_leak,2021,12,7,surgical_anaesthesia,0,7,0,2,0,257.0,166.0,0,grid_unreliable,20
3341,district_hospital,O2_0005,peri_urban,58,0,0,0,0,oxygen_concentrator,4,0,0.5,0,1,7,2,0,0,0,0,1,1,0,not_applicable,2022,7,17,asthma_severe,6,11,1,4,0,210.0,16.0,0,grid_unreliable,11
3342,district_hospital,O2_0133,rural,90,0,0,0,0,none,0,0,5.4,0,3,0,4,0,0,0,0,1,1,0,not_applicable,2023,3,15,severe_malaria,7,8,1,6,0,238.0,14.0,0,grid_unreliable,10
3343,district_hospital,O2_0030,peri_urban,20,0,0,0,0,none,0,0,0.0,0,2,5,13,0,0,0,0,0,0,5,funding_for_refill,2022,3,16,severe_malaria,0,16,0,4,3,267.0,128.0,0,grid_unreliable,3
3344,district_hospital,O2_0107,rural,61,0,0,0,0,none,2,0,8.8,1,4,2,16,0,0,0,0,0,0,5,power_outage,2022,12,10,severe_malaria,0,10,0,3,4,230.0,113.0,0,solar,4
3345,district_hospital,O2_0040,peri_urban,118,0,0,0,0,oxygen_concentrator,4,2,2.0,0,3,1,26,0,0,0,0,0,0,10,power_outage,2023,12,13,COVID19_severe,0,13,0,9,5,176.0,56.0,0,grid_unreliable,1
3346,district_hospital,O2_0054,rural,73,0,0,0,0,LOX_bulk_tank,0,0,5.0,0,3,4,52,0,0,0,0,1,1,2,no_oxygen_source,2024,10,10,asthma_severe,6,4,1,1,0,127.0,137.0,0,grid_unreliable,5
3347,district_hospital,O2_0069,peri_urban,46,0,0,0,0,oxygen_concentrator,3,2,3.7,0,4,1,1,0,1,0,0,0,0,2,empty_cylinders_not_collected,2024,2,8,heart_failure,0,8,0,5,4,165.0,8.0,0,solar,29
3348,district_hospital,O2_0058,rural,64,0,0,0,0,cylinder_portable,0,0,1.0,0,2,10,4,0,1,0,0,1,1,11,power_outage,2024,12,14,sepsis,7,7,0,3,0,80.0,50.0,0,generator_only,5
3349,district_hospital,O2_0132,rural,69,0,0,0,0,oxygen_concentrator,2,0,0.2,0,4,2,114,0,0,0,0,0,0,2,no_oxygen_source,2023,7,17,neonatal_respiratory,0,17,0,8,5,307.0,9.0,1,none,44
3350,district_hospital,O2_0151,rural,5,0,0,0,0,oxygen_concentrator,1,0,3.2,0,1,3,2,0,0,0,0,0,0,8,funding_for_refill,2024,11,17,heart_failure,0,17,0,8,4,0.0,36.0,1,solar,15
3351,district_hospital,O2_0018,peri_urban,122,0,0,0,0,oxygen_concentrator,1,0,6.8,0,2,2,37,0,1,0,0,1,0,0,not_applicable,2024,12,11,COPD_exacerbation,3,8,0,2,0,98.0,15.0,1,grid_reliable,5
3352,district_hospital,O2_0130,rural,49,0,0,0,0,cylinder_portable,0,0,1.1,1,2,2,11,0,0,0,0,1,1,1,supplier_stockout,2024,11,9,COVID19_severe,3,6,0,3,0,163.0,68.0,1,none,4
3353,district_hospital,O2_0181,peri_urban,78,0,0,0,0,cylinder_piped,1,0,1.3,0,3,1,10,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,5,15,pneumonia_child,0,15,0,5,5,254.0,88.0,1,grid_unreliable,4
3354,district_hospital,O2_0024,rural,56,0,1,0,0,cylinder_portable,0,0,1.0,0,5,7,20,0,0,0,0,1,1,0,not_applicable,2024,3,10,sepsis,5,5,1,2,0,198.0,12.0,0,generator_only,12
3355,district_hospital,O2_0153,rural,5,0,1,0,0,cylinder_piped,0,0,2.2,0,6,5,33,0,0,0,0,0,0,7,concentrator_malfunction,2022,3,13,surgical_anaesthesia,0,13,0,8,2,169.0,167.0,1,solar,54
3356,district_hospital,O2_0065,peri_urban,16,0,0,0,0,cylinder_portable,0,0,2.5,0,3,2,28,0,0,0,0,1,1,0,not_applicable,2023,12,9,COPD_exacerbation,4,5,0,2,0,141.0,60.0,0,grid_unreliable,74
3357,district_hospital,O2_0141,rural,25,0,0,0,0,oxygen_concentrator,0,0,10.2,0,4,3,10,0,1,0,0,0,0,13,funding_for_refill,2022,4,16,pneumonia_adult,0,16,0,10,8,197.0,57.0,1,solar,15
3358,district_hospital,O2_0033,rural,104,0,0,0,0,oxygen_concentrator,1,0,9.4,0,2,2,1,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,6,16,COVID19_severe,0,16,0,11,4,192.0,14.0,0,grid_unreliable,44
3359,district_hospital,O2_0133,urban,90,0,0,0,0,none,0,0,4.7,0,1,4,15,0,0,0,0,0,0,9,cylinder_delivery_delay,2022,6,14,neonatal_respiratory,0,14,0,6,3,387.0,5.0,1,none,13
3360,district_hospital,O2_0063,peri_urban,51,0,0,0,0,cylinder_portable,0,0,0.5,0,2,4,9,0,1,0,0,0,0,1,empty_cylinders_not_collected,2023,5,13,surgical_anaesthesia,0,13,0,5,3,101.0,206.0,0,none,11
3361,district_hospital,O2_0088,rural,5,0,0,0,0,cylinder_portable,0,0,0.1,0,3,3,16,0,0,0,0,1,0,0,not_applicable,2024,8,10,asthma_severe,4,6,0,3,0,148.0,108.0,1,none,16
3362,district_hospital,O2_0172,rural,77,0,0,0,0,cylinder_portable,0,0,1.0,0,4,6,19,0,0,0,0,1,1,0,not_applicable,2023,11,6,asthma_severe,2,4,1,4,0,234.0,71.0,1,solar,33
3363,district_hospital,O2_0153,rural,83,0,0,0,0,oxygen_concentrator,7,2,0.5,0,4,3,9,0,0,0,0,1,0,0,not_applicable,2022,6,12,surgical_anaesthesia,5,7,0,1,0,159.0,24.0,0,grid_reliable,35
3364,district_hospital,O2_0055,peri_urban,5,0,0,0,0,oxygen_concentrator,4,2,2.7,0,3,5,18,0,0,0,0,0,0,3,no_oxygen_source,2022,8,11,pneumonia_child,0,11,0,6,2,227.0,81.0,0,grid_unreliable,19
3365,district_hospital,O2_0146,peri_urban,122,0,0,0,0,none,0,0,1.6,0,5,2,1,0,1,0,0,1,1,0,not_applicable,2023,7,15,sepsis,7,8,0,6,0,161.0,68.0,0,grid_unreliable,5
3366,district_hospital,O2_0072,rural,39,0,0,0,1,none,1,0,1.8,1,2,4,62,0,0,0,0,1,0,0,not_applicable,2024,10,13,pneumonia_child,7,6,0,4,0,146.0,12.0,0,none,13
3367,district_hospital,O2_0177,urban,87,0,0,0,0,oxygen_concentrator,3,0,3.5,0,5,6,29,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,6,8,heart_failure,0,8,0,3,3,326.0,47.0,1,grid_unreliable,21
3368,district_hospital,O2_0148,urban,69,0,0,0,0,oxygen_concentrator,1,0,7.9,0,2,3,4,0,1,0,0,1,0,0,not_applicable,2023,4,10,pneumonia_adult,7,3,1,2,0,182.0,10.0,0,grid_unreliable,9
3369,district_hospital,O2_0176,rural,11,0,0,0,0,cylinder_portable,0,0,2.6,0,5,5,22,0,1,0,0,0,0,13,regulator_valve_failure,2023,9,17,trauma,0,17,0,7,3,86.0,24.0,1,grid_reliable,14
3370,district_hospital,O2_0182,urban,121,0,0,0,0,none,0,0,3.5,0,1,5,11,0,0,0,0,0,0,21,demand_surge,2024,2,10,COPD_exacerbation,0,10,0,6,3,140.0,316.0,0,grid_unreliable,7
3371,district_hospital,O2_0170,urban,83,0,0,0,0,cylinder_portable,0,0,1.5,0,8,5,2,0,1,0,0,1,0,0,not_applicable,2022,8,14,neonatal_respiratory,6,8,0,1,0,129.0,0.0,0,grid_unreliable,1
3372,district_hospital,O2_0148,peri_urban,84,0,1,0,0,cylinder_portable,2,1,0.6,0,6,1,14,0,0,0,0,0,0,2,piping_system_leak,2023,9,6,neonatal_respiratory,0,6,0,3,1,243.0,139.0,0,grid_unreliable,33
3373,district_hospital,O2_0185,urban,20,0,0,0,0,oxygen_concentrator,4,1,5.9,0,1,3,35,0,1,0,0,0,0,10,supplier_stockout,2023,7,12,pneumonia_child,0,12,0,8,4,211.0,125.0,0,grid_reliable,33
3374,district_hospital,O2_0182,rural,95,0,0,0,0,cylinder_portable,0,0,12.5,0,5,1,10,0,0,0,0,1,0,0,not_applicable,2022,3,13,pneumonia_child,5,8,1,4,0,154.0,6.0,0,none,1
3375,district_hospital,O2_0114,rural,61,0,0,0,0,cylinder_portable,0,0,3.1,0,4,3,38,0,1,1,0,0,0,1,concentrator_malfunction,2022,10,11,asthma_severe,0,11,0,7,2,157.0,201.0,1,grid_unreliable,15
3376,district_hospital,O2_0041,rural,55,0,0,0,0,none,0,0,4.8,0,4,4,0,0,1,0,0,0,0,30,piping_system_leak,2024,6,7,pneumonia_child,0,7,0,5,1,219.0,61.0,1,grid_unreliable,2
3377,district_hospital,O2_0168,peri_urban,68,0,0,1,1,oxygen_concentrator,2,0,0.2,1,9,5,25,0,1,1,1,1,1,0,not_applicable,2023,6,17,pneumonia_adult,7,10,0,7,0,231.0,17.0,1,solar,12
3378,district_hospital,O2_0171,rural,57,0,0,0,0,cylinder_portable,1,0,7.6,0,4,5,7,0,1,1,1,0,0,10,funding_for_refill,2021,5,5,surgical_anaesthesia,0,5,0,3,1,114.0,3.0,0,grid_unreliable,17
3379,district_hospital,O2_0114,peri_urban,50,0,0,0,0,cylinder_portable,3,1,3.2,0,5,3,32,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,11,13,trauma,0,13,0,5,5,204.0,57.0,0,grid_unreliable,14
3380,district_hospital,O2_0047,peri_urban,5,0,0,0,0,oxygen_concentrator,2,1,0.2,0,2,5,16,0,0,0,0,1,0,0,not_applicable,2024,6,10,neonatal_respiratory,3,7,1,2,0,79.0,89.0,0,solar,7
3381,district_hospital,O2_0069,urban,31,0,0,0,0,LOX_bulk_tank,0,0,16.7,0,1,3,3,0,0,0,0,1,1,0,not_applicable,2022,1,16,pneumonia_child,7,9,0,4,0,240.0,31.0,1,generator_only,3
3382,district_hospital,O2_0071,urban,66,0,0,0,0,cylinder_portable,0,0,1.4,1,3,4,21,0,0,0,0,0,0,29,piping_system_leak,2022,12,13,trauma,0,13,0,6,5,272.0,131.0,0,grid_unreliable,3
3383,district_hospital,O2_0187,rural,5,0,0,0,0,cylinder_piped,0,0,4.1,0,5,2,17,0,0,0,0,1,1,0,not_applicable,2021,12,12,pneumonia_adult,7,5,0,1,0,164.0,237.0,0,grid_unreliable,29
3384,district_hospital,O2_0093,peri_urban,96,0,0,0,0,oxygen_concentrator,5,2,7.3,0,3,6,14,0,0,0,0,1,1,5,cylinder_delivery_delay,2024,3,12,pneumonia_adult,3,9,0,5,0,222.0,119.0,0,grid_unreliable,29
3385,district_hospital,O2_0156,urban,7,0,0,0,0,oxygen_concentrator,2,1,2.5,0,2,1,2,0,1,1,1,0,0,30,concentrator_malfunction,2023,1,18,sepsis,0,18,0,11,8,262.0,38.0,1,none,17
3386,district_hospital,O2_0028,rural,5,0,0,0,0,none,0,0,1.3,0,5,6,9,0,0,0,0,0,0,1,concentrator_malfunction,2023,6,10,heart_failure,0,10,0,1,1,142.0,16.0,1,generator_only,23
3387,district_hospital,O2_0109,rural,120,0,0,0,1,none,0,0,0.8,1,1,4,26,0,0,0,0,1,1,0,not_applicable,2023,3,8,pneumonia_child,1,7,1,2,0,140.0,66.0,0,grid_unreliable,19
3388,district_hospital,O2_0098,rural,73,0,0,0,0,cylinder_portable,0,0,2.5,0,5,5,1,0,1,0,0,0,0,9,PSA_plant_breakdown,2024,9,5,trauma,0,5,0,3,1,229.0,3.0,1,solar,21
3389,district_hospital,O2_0023,rural,73,0,0,0,0,cylinder_piped,0,0,2.5,0,2,6,20,0,0,0,0,0,0,11,cylinder_delivery_delay,2022,8,13,surgical_anaesthesia,0,13,0,4,3,249.0,22.0,0,none,5
3390,district_hospital,O2_0003,peri_urban,135,0,0,0,0,oxygen_concentrator,2,0,2.4,0,1,7,3,0,1,1,1,1,0,0,not_applicable,2023,3,4,COPD_exacerbation,1,3,0,2,0,234.0,1.0,1,grid_unreliable,48
3391,district_hospital,O2_0107,peri_urban,34,0,0,0,0,oxygen_concentrator,4,2,5.3,0,3,7,71,0,0,0,0,0,0,1,power_outage,2023,4,17,pneumonia_adult,0,17,0,8,3,154.0,25.0,1,generator_only,56
3392,district_hospital,O2_0063,rural,22,0,0,0,0,oxygen_concentrator,2,0,13.5,0,2,4,41,0,0,0,0,1,1,0,not_applicable,2023,7,9,asthma_severe,4,5,0,4,0,153.0,70.0,0,grid_unreliable,10
3393,district_hospital,O2_0161,peri_urban,78,0,0,0,0,oxygen_concentrator,2,0,0.8,0,2,5,17,0,1,0,0,1,1,0,not_applicable,2021,8,12,sepsis,1,11,1,4,0,227.0,115.0,0,grid_unreliable,5
3394,district_hospital,O2_0084,peri_urban,5,0,0,0,0,oxygen_concentrator,2,1,6.5,0,7,7,1,0,0,0,0,0,0,10,power_outage,2023,12,11,asthma_severe,0,11,0,3,0,96.0,18.0,0,none,15
3395,district_hospital,O2_0054,rural,85,0,0,0,0,none,0,0,2.2,0,5,2,9,0,0,0,0,0,0,1,regulator_valve_failure,2024,6,17,COVID19_severe,0,17,0,6,2,253.0,23.0,0,grid_reliable,24
3396,district_hospital,O2_0164,peri_urban,76,0,0,0,0,none,0,0,16.2,0,1,5,34,0,1,1,0,0,0,13,concentrator_malfunction,2021,4,11,severe_malaria,0,11,0,3,1,306.0,102.0,1,grid_unreliable,5
3397,district_hospital,O2_0157,rural,73,0,0,0,0,cylinder_portable,0,0,7.2,0,3,4,4,0,1,1,1,1,1,0,not_applicable,2023,10,10,surgical_anaesthesia,1,9,0,3,0,144.0,91.0,0,none,1
3398,district_hospital,O2_0129,urban,78,0,0,0,0,cylinder_portable,2,1,4.6,0,3,4,11,0,1,1,1,0,0,6,empty_cylinders_not_collected,2024,1,11,sepsis,0,11,0,4,2,265.0,56.0,0,grid_unreliable,5
3399,district_hospital,O2_0048,rural,27,0,0,0,0,oxygen_concentrator,3,0,0.1,0,2,2,11,0,0,0,0,1,1,0,not_applicable,2023,9,11,pneumonia_adult,2,9,0,2,0,134.0,3.0,1,grid_unreliable,7
3400,district_hospital,O2_0099,rural,55,0,0,0,0,none,1,0,10.6,1,2,1,2,0,0,0,0,0,0,2,PSA_plant_breakdown,2022,10,17,neonatal_respiratory,0,17,0,12,9,136.0,39.0,1,grid_unreliable,13
3401,district_hospital,O2_0057,rural,95,0,0,0,0,cylinder_portable,0,0,21.9,0,3,2,29,0,0,0,0,1,0,0,not_applicable,2022,1,11,severe_malaria,4,7,0,5,0,217.0,13.0,1,grid_unreliable,11
3402,district_hospital,O2_0107,rural,67,0,0,0,0,cylinder_portable,0,0,0.2,0,5,5,48,0,1,1,1,0,0,19,demand_surge,2024,3,9,pneumonia_adult,0,9,0,4,3,173.0,1.0,0,solar,9
3403,district_hospital,O2_0072,rural,51,0,0,0,1,PSA_plant_onsite,0,0,5.0,1,6,1,13,1,0,0,0,0,0,22,concentrator_malfunction,2022,12,17,COPD_exacerbation,0,17,0,9,2,259.0,21.0,1,grid_reliable,15
3404,district_hospital,O2_0145,rural,5,0,0,0,0,oxygen_concentrator,2,1,0.0,0,4,3,1,0,1,1,0,1,0,1,supplier_stockout,2022,10,12,neonatal_respiratory,9,3,1,1,0,206.0,25.0,0,solar,2
3405,district_hospital,O2_0019,peri_urban,128,0,0,0,0,LOX_bulk_tank,0,0,5.8,0,1,5,26,0,0,0,0,0,0,7,power_outage,2024,11,8,pneumonia_adult,0,8,0,4,2,189.0,2.0,1,solar,11
3406,district_hospital,O2_0168,urban,24,0,0,0,0,none,0,0,0.5,0,9,3,9,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,7,14,neonatal_respiratory,0,14,0,8,5,286.0,1.0,1,solar,7
3407,district_hospital,O2_0176,urban,22,0,0,0,0,cylinder_piped,0,0,10.0,0,2,6,19,0,0,0,0,0,0,16,regulator_valve_failure,2024,8,8,severe_malaria,0,8,0,4,5,158.0,17.0,1,solar,0
3408,district_hospital,O2_0042,rural,5,0,0,0,0,oxygen_concentrator,0,0,0.7,1,4,4,14,0,0,0,0,1,1,0,not_applicable,2022,1,13,other_hypoxemia,6,7,0,3,0,155.0,14.0,0,none,50
3409,district_hospital,O2_0032,rural,80,0,0,1,0,oxygen_concentrator,0,0,1.9,0,4,5,28,0,0,0,0,0,0,30,empty_cylinders_not_collected,2022,12,8,pneumonia_child,0,8,0,2,2,218.0,10.0,0,grid_reliable,5
3410,district_hospital,O2_0032,rural,42,0,0,0,0,cylinder_piped,0,0,6.5,0,2,3,12,0,0,0,0,0,0,1,no_oxygen_source,2021,5,9,COVID19_severe,0,9,0,6,1,40.0,137.0,1,solar,8
3411,district_hospital,O2_0179,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,8.8,0,4,5,4,0,0,0,0,0,0,11,cylinder_delivery_delay,2022,9,10,pneumonia_adult,0,10,0,2,3,168.0,75.0,0,solar,12
3412,district_hospital,O2_0104,peri_urban,45,0,0,0,0,cylinder_portable,0,0,4.6,0,3,4,42,0,0,0,0,1,1,0,not_applicable,2024,7,13,neonatal_respiratory,4,9,0,3,0,183.0,3.0,0,generator_only,30
3413,district_hospital,O2_0103,peri_urban,67,0,0,0,0,cylinder_portable,0,0,0.2,0,1,7,56,0,0,0,0,0,0,1,concentrator_malfunction,2021,3,12,pneumonia_child,0,12,0,6,4,230.0,30.0,0,grid_reliable,6
3414,district_hospital,O2_0123,peri_urban,57,0,0,1,0,cylinder_piped,0,0,8.0,0,2,5,10,0,0,0,0,1,1,0,not_applicable,2022,12,10,trauma,4,6,1,0,0,273.0,114.0,1,solar,19
3415,district_hospital,O2_0104,rural,12,0,0,0,0,PSA_plant_onsite,0,0,5.3,0,4,2,1,1,0,0,0,0,0,1,supplier_stockout,2023,6,16,severe_malaria,0,16,0,7,1,228.0,51.0,0,grid_unreliable,2
3416,district_hospital,O2_0141,rural,85,0,0,0,0,cylinder_piped,0,0,5.1,1,6,4,22,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,4,13,COPD_exacerbation,0,13,0,7,6,195.0,74.0,0,grid_unreliable,29
3417,district_hospital,O2_0110,peri_urban,5,0,0,0,0,oxygen_concentrator,3,2,5.0,0,4,4,23,0,0,0,0,1,1,0,not_applicable,2024,10,15,neonatal_respiratory,9,6,0,2,0,73.0,39.0,0,solar,21
3418,district_hospital,O2_0008,urban,76,0,0,0,0,oxygen_concentrator,3,1,7.7,0,1,5,3,0,1,0,0,0,0,22,power_outage,2022,2,12,pneumonia_child,0,12,0,6,3,219.0,1.0,0,none,3
3419,district_hospital,O2_0028,rural,82,0,0,0,0,oxygen_concentrator,1,0,13.7,0,3,6,16,0,1,0,0,0,0,4,cylinder_delivery_delay,2024,2,17,pneumonia_child,0,17,0,5,4,318.0,66.0,1,grid_unreliable,7
3420,district_hospital,O2_0115,rural,7,0,0,0,0,none,3,1,4.2,0,2,3,5,0,0,0,0,1,0,0,not_applicable,2024,9,11,trauma,3,8,1,3,0,213.0,29.0,0,grid_unreliable,17
3421,district_hospital,O2_0092,rural,85,0,0,0,0,cylinder_piped,0,0,6.5,0,5,3,28,0,1,0,0,1,1,0,not_applicable,2023,8,16,neonatal_respiratory,7,9,1,3,0,315.0,36.0,1,grid_unreliable,9
3422,district_hospital,O2_0116,rural,98,0,0,0,0,cylinder_portable,0,0,0.7,1,3,4,4,0,0,0,0,1,1,0,not_applicable,2024,1,13,pneumonia_child,8,5,0,2,0,159.0,84.0,0,grid_unreliable,27
3423,district_hospital,O2_0061,peri_urban,90,0,0,0,0,PSA_plant_onsite,1,0,0.8,0,6,1,8,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,11,5,trauma,0,5,0,2,1,192.0,52.0,1,grid_unreliable,48
3424,district_hospital,O2_0153,peri_urban,58,0,0,0,0,oxygen_concentrator,3,1,8.7,0,0,3,7,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,11,9,pneumonia_child,0,9,0,3,4,153.0,22.0,0,generator_only,8
3425,district_hospital,O2_0173,rural,64,0,0,0,0,none,0,0,1.5,0,4,2,74,0,0,0,0,0,0,1,demand_surge,2022,1,18,pneumonia_adult,0,18,0,5,3,243.0,69.0,0,grid_unreliable,13
3426,district_hospital,O2_0189,rural,59,1,1,0,0,LOX_bulk_tank,0,0,3.5,0,1,7,8,0,0,0,0,1,1,0,not_applicable,2022,6,9,neonatal_respiratory,5,4,1,2,0,143.0,40.0,1,none,3
3427,district_hospital,O2_0141,rural,35,0,0,0,0,oxygen_concentrator,2,0,12.8,0,4,2,2,0,0,0,0,1,1,0,not_applicable,2023,5,10,asthma_severe,1,9,1,6,0,132.0,1.0,0,grid_unreliable,26
3428,district_hospital,O2_0099,rural,121,0,0,0,0,oxygen_concentrator,1,0,4.6,0,5,2,0,0,1,0,0,0,0,4,cylinder_delivery_delay,2022,12,13,sepsis,0,13,0,9,4,154.0,3.0,0,none,8
3429,district_hospital,O2_0055,urban,9,0,0,0,0,oxygen_concentrator,2,0,10.2,0,5,3,42,0,0,0,0,0,0,23,cylinder_delivery_delay,2023,1,7,pneumonia_child,0,7,0,4,1,183.0,73.0,1,grid_unreliable,41
3430,district_hospital,O2_0182,rural,81,0,0,0,0,cylinder_portable,0,0,6.4,0,5,4,1,0,1,1,0,1,0,0,not_applicable,2021,9,8,COPD_exacerbation,4,4,1,1,0,277.0,98.0,0,none,1
3431,district_hospital,O2_0061,rural,10,0,0,0,0,none,0,0,2.0,1,3,6,16,0,0,0,0,1,1,0,not_applicable,2023,10,15,COVID19_severe,5,10,0,4,0,245.0,72.0,0,grid_unreliable,15
3432,district_hospital,O2_0051,rural,120,0,0,0,0,oxygen_concentrator,1,0,5.1,0,5,2,41,0,1,0,0,1,1,0,not_applicable,2024,6,11,trauma,5,6,0,4,0,289.0,63.0,0,grid_unreliable,11
3433,district_hospital,O2_0149,rural,5,0,0,0,0,cylinder_portable,0,0,3.7,0,4,1,0,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,3,12,heart_failure,0,12,0,7,3,52.0,35.0,0,solar,8
3434,district_hospital,O2_0081,rural,105,0,0,0,0,oxygen_concentrator,2,0,14.0,0,1,1,5,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,1,12,pneumonia_adult,0,12,0,7,1,228.0,65.0,0,grid_unreliable,4
3435,district_hospital,O2_0162,peri_urban,65,0,0,0,0,oxygen_concentrator,2,0,0.0,0,3,6,49,0,1,0,0,1,1,0,not_applicable,2023,1,5,pneumonia_adult,2,3,0,2,0,219.0,21.0,1,none,33
3436,district_hospital,O2_0050,peri_urban,83,0,0,0,1,cylinder_portable,0,0,1.8,1,2,6,4,0,1,1,0,0,0,15,power_outage,2024,1,7,other_hypoxemia,0,7,0,3,4,387.0,10.0,1,none,13
3437,district_hospital,O2_0113,urban,33,0,0,0,0,cylinder_portable,0,0,8.8,0,3,3,12,0,0,0,0,1,0,0,not_applicable,2024,7,12,surgical_anaesthesia,6,6,0,2,0,136.0,62.0,0,generator_only,34
3438,district_hospital,O2_0042,rural,89,0,0,0,0,oxygen_concentrator,1,0,3.2,0,3,2,12,0,0,0,0,0,0,29,no_oxygen_source,2021,12,16,heart_failure,0,16,0,6,2,281.0,110.0,1,none,13
3439,district_hospital,O2_0130,urban,5,1,0,0,0,oxygen_concentrator,3,0,5.6,0,2,2,24,0,0,0,0,0,0,23,cylinder_delivery_delay,2023,2,9,heart_failure,0,9,0,6,2,391.0,5.0,1,grid_unreliable,7
3440,district_hospital,O2_0099,rural,68,0,0,0,0,oxygen_concentrator,1,0,5.9,0,5,7,31,0,1,1,0,0,0,12,cylinder_delivery_delay,2024,6,10,pneumonia_adult,0,10,0,6,2,108.0,37.0,1,grid_unreliable,8
3441,district_hospital,O2_0038,rural,52,0,0,0,0,oxygen_concentrator,1,0,0.0,0,6,4,37,0,0,0,0,0,0,5,cylinder_delivery_delay,2021,1,18,other_hypoxemia,0,18,0,6,8,135.0,3.0,0,none,51
3442,district_hospital,O2_0140,rural,74,0,0,0,0,oxygen_concentrator,0,0,0.4,0,4,3,67,0,1,0,0,1,1,0,not_applicable,2023,10,9,heart_failure,4,5,0,2,0,248.0,20.0,1,none,27
3443,district_hospital,O2_0130,urban,140,0,1,0,0,oxygen_concentrator,2,1,0.1,0,5,8,5,0,0,0,0,1,1,0,not_applicable,2021,9,9,trauma,4,5,0,1,0,294.0,77.0,0,grid_unreliable,18
3444,district_hospital,O2_0111,peri_urban,45,0,0,0,0,none,0,0,0.4,0,5,1,29,0,1,0,0,1,1,1,demand_surge,2023,12,8,surgical_anaesthesia,5,3,0,2,0,327.0,30.0,0,none,38
3445,district_hospital,O2_0160,rural,14,0,0,0,0,cylinder_portable,0,0,2.3,0,2,2,48,0,0,0,0,1,1,0,not_applicable,2023,9,23,COVID19_severe,9,14,0,6,0,143.0,2.0,1,grid_unreliable,40
3446,district_hospital,O2_0137,rural,5,0,0,0,0,cylinder_portable,4,3,1.9,0,3,7,24,0,0,0,0,1,1,0,not_applicable,2023,2,8,COPD_exacerbation,4,4,1,2,0,251.0,0.0,0,generator_only,3
3447,district_hospital,O2_0094,rural,92,0,0,0,0,cylinder_portable,1,0,2.9,0,3,5,35,0,0,0,0,1,1,0,not_applicable,2023,8,13,COVID19_severe,4,9,1,3,0,310.0,6.0,0,grid_unreliable,11
3448,district_hospital,O2_0094,urban,36,0,0,0,0,cylinder_portable,0,0,4.5,0,6,8,11,0,0,0,0,1,0,0,not_applicable,2023,10,10,pneumonia_adult,2,8,0,2,0,99.0,52.0,1,grid_unreliable,6
3449,district_hospital,O2_0139,urban,72,0,0,0,0,none,1,0,4.9,0,7,2,20,0,0,0,0,0,0,4,power_outage,2024,10,12,COVID19_severe,0,12,0,8,1,128.0,28.0,0,grid_unreliable,11
3450,district_hospital,O2_0035,peri_urban,113,0,0,1,0,oxygen_concentrator,2,1,2.2,0,4,2,4,0,1,0,0,0,0,28,PSA_plant_breakdown,2024,3,10,COPD_exacerbation,0,10,0,3,2,204.0,15.0,0,none,6
3451,district_hospital,O2_0132,urban,5,0,0,0,0,cylinder_portable,0,0,1.5,0,2,4,4,0,1,0,0,0,0,1,PSA_plant_breakdown,2023,2,15,COVID19_severe,0,15,0,6,8,333.0,131.0,1,none,0
3452,district_hospital,O2_0140,peri_urban,97,0,0,0,0,oxygen_concentrator,1,0,8.8,0,3,4,26,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,11,7,severe_malaria,0,7,0,4,3,227.0,102.0,0,grid_unreliable,11
3453,district_hospital,O2_0192,rural,83,0,0,0,0,cylinder_piped,3,1,1.9,1,4,1,1,0,1,1,0,0,0,8,power_outage,2022,12,11,severe_malaria,0,11,0,4,3,141.0,31.0,0,grid_reliable,4
3454,district_hospital,O2_0139,rural,62,0,1,0,0,none,0,0,3.3,0,4,3,2,0,0,0,0,0,0,2,no_oxygen_source,2023,5,9,sepsis,0,9,0,4,2,211.0,16.0,0,solar,33
3455,district_hospital,O2_0111,peri_urban,137,0,0,0,0,LOX_bulk_tank,0,0,5.6,0,3,5,11,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,3,12,pneumonia_child,0,12,0,7,1,221.0,198.0,0,grid_unreliable,0
3456,district_hospital,O2_0012,rural,118,0,0,0,0,cylinder_portable,0,0,16.4,1,4,4,12,0,0,0,0,0,0,2,concentrator_malfunction,2023,12,14,neonatal_respiratory,0,14,0,8,5,211.0,143.0,0,solar,5
3457,district_hospital,O2_0137,rural,56,0,0,0,0,oxygen_concentrator,2,0,4.8,0,2,3,8,0,0,0,0,0,0,3,power_outage,2022,8,9,COVID19_severe,0,9,0,3,2,103.0,62.0,0,grid_unreliable,15
3458,district_hospital,O2_0088,rural,61,0,1,0,0,cylinder_portable,0,0,0.4,0,6,3,21,0,0,0,0,0,0,3,regulator_valve_failure,2024,10,14,surgical_anaesthesia,0,14,0,6,6,53.0,4.0,0,grid_unreliable,3
3459,district_hospital,O2_0018,peri_urban,55,0,0,0,0,cylinder_portable,0,0,2.0,0,4,7,21,0,1,0,0,0,0,7,demand_surge,2021,5,10,trauma,0,10,0,4,2,222.0,120.0,1,grid_unreliable,2
3460,district_hospital,O2_0149,peri_urban,26,0,0,0,0,oxygen_concentrator,1,0,0.0,0,1,2,7,0,0,0,0,1,0,0,not_applicable,2023,6,17,surgical_anaesthesia,8,9,0,5,0,168.0,27.0,1,solar,8
3461,district_hospital,O2_0084,urban,68,0,0,0,0,cylinder_portable,0,0,14.5,1,1,3,0,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,6,18,asthma_severe,0,18,0,6,3,97.0,48.0,0,solar,0
3462,district_hospital,O2_0182,peri_urban,133,0,0,0,0,cylinder_portable,0,0,18.8,0,2,6,2,0,0,0,0,1,1,5,PSA_plant_breakdown,2024,1,8,heart_failure,3,5,0,1,0,159.0,1.0,0,none,1
3463,district_hospital,O2_0038,rural,32,1,0,0,0,none,4,2,7.6,0,2,4,4,0,1,0,0,0,0,20,piping_system_leak,2022,12,16,heart_failure,0,16,0,8,6,193.0,29.0,1,grid_unreliable,5
3464,district_hospital,O2_0073,urban,5,0,0,0,0,oxygen_concentrator,2,0,1.4,0,0,4,2,0,0,0,0,1,1,5,concentrator_malfunction,2023,1,9,pneumonia_child,4,5,0,1,0,176.0,0.0,1,solar,20
3465,district_hospital,O2_0041,urban,77,0,0,0,0,oxygen_concentrator,1,0,1.0,0,5,1,18,0,1,1,0,0,0,4,piping_system_leak,2024,3,12,severe_malaria,0,12,0,6,1,221.0,93.0,0,none,6
3466,district_hospital,O2_0032,peri_urban,127,0,0,0,0,oxygen_concentrator,4,0,2.2,0,3,8,10,0,1,0,0,0,0,16,cylinder_delivery_delay,2024,9,9,neonatal_respiratory,0,9,0,4,0,404.0,43.0,1,none,19
3467,district_hospital,O2_0029,rural,93,0,1,0,0,none,0,0,8.9,0,3,4,3,0,1,1,0,0,0,17,no_oxygen_source,2024,12,14,pneumonia_adult,0,14,0,6,3,64.0,101.0,1,grid_unreliable,10
3468,district_hospital,O2_0122,urban,116,0,0,0,0,cylinder_portable,0,0,1.4,0,1,3,24,0,1,0,0,0,0,2,power_outage,2024,8,12,asthma_severe,0,12,0,8,3,95.0,113.0,1,none,16
3469,district_hospital,O2_0044,urban,76,0,0,0,0,cylinder_portable,0,0,29.7,0,0,4,34,0,0,0,0,1,1,11,concentrator_malfunction,2022,8,17,COVID19_severe,10,7,0,2,0,303.0,94.0,0,none,9
3470,district_hospital,O2_0117,rural,86,0,0,0,0,cylinder_portable,0,0,8.3,0,4,3,9,0,0,0,0,1,1,2,concentrator_malfunction,2024,5,7,COVID19_severe,4,3,1,1,0,85.0,42.0,1,none,0
3471,district_hospital,O2_0048,peri_urban,65,0,0,0,0,cylinder_portable,2,1,0.0,0,1,3,61,0,0,0,0,1,1,5,cylinder_delivery_delay,2024,8,18,COVID19_severe,10,8,0,2,0,201.0,170.0,0,grid_reliable,9
3472,district_hospital,O2_0018,rural,50,0,0,0,0,LOX_bulk_tank,0,0,8.3,0,4,1,39,0,1,0,0,1,0,0,not_applicable,2024,12,12,heart_failure,6,6,1,3,0,328.0,18.0,1,grid_unreliable,13
3473,district_hospital,O2_0011,peri_urban,41,0,1,0,0,none,0,0,2.7,0,7,3,3,0,1,0,0,1,0,0,not_applicable,2022,5,12,heart_failure,5,7,0,3,0,249.0,12.0,0,none,14
3474,district_hospital,O2_0053,rural,99,0,0,0,0,oxygen_concentrator,2,0,16.2,0,3,3,4,0,0,0,0,0,0,24,demand_surge,2022,4,8,sepsis,0,8,0,2,2,99.0,36.0,1,none,23
3475,district_hospital,O2_0124,rural,78,0,0,0,0,oxygen_concentrator,2,1,11.4,0,1,5,12,0,0,0,0,1,0,0,not_applicable,2022,2,16,heart_failure,8,8,1,4,0,174.0,6.0,0,grid_unreliable,21
3476,district_hospital,O2_0011,peri_urban,103,0,0,0,0,oxygen_concentrator,1,0,4.5,1,2,4,83,0,0,0,0,0,0,16,concentrator_malfunction,2024,4,14,neonatal_respiratory,0,14,0,8,6,66.0,26.0,1,solar,1
3477,district_hospital,O2_0045,rural,11,0,0,0,0,oxygen_concentrator,2,1,6.0,0,2,2,63,0,1,0,0,1,0,0,not_applicable,2023,6,11,pneumonia_adult,5,6,1,3,0,127.0,23.0,0,none,15
3478,district_hospital,O2_0071,peri_urban,35,0,0,0,0,none,0,0,1.0,0,1,3,11,0,0,0,0,0,0,23,cylinder_delivery_delay,2022,10,10,pneumonia_child,0,10,0,4,3,408.0,18.0,0,none,3
3479,district_hospital,O2_0019,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,21.0,0,1,2,0,0,1,0,0,0,0,20,power_outage,2021,7,9,pneumonia_adult,0,9,0,6,1,32.0,27.0,0,none,9
3480,district_hospital,O2_0038,rural,62,0,0,0,1,none,0,0,5.1,1,2,4,11,0,1,0,0,0,0,13,cylinder_delivery_delay,2023,8,12,pneumonia_adult,0,12,0,7,2,219.0,3.0,0,grid_unreliable,30
3481,district_hospital,O2_0158,rural,94,0,0,0,0,oxygen_concentrator,2,1,12.3,0,1,5,20,0,0,0,0,1,1,0,not_applicable,2024,5,14,other_hypoxemia,7,7,0,2,0,238.0,4.0,1,none,2
3482,district_hospital,O2_0063,peri_urban,53,0,0,0,0,none,0,0,23.0,0,3,5,11,0,0,0,0,0,0,30,power_outage,2023,12,13,trauma,0,13,0,7,4,209.0,21.0,1,solar,5
3483,district_hospital,O2_0068,urban,15,0,0,0,0,cylinder_portable,0,0,9.9,0,4,6,19,0,0,0,0,0,0,1,concentrator_malfunction,2023,9,10,surgical_anaesthesia,0,10,0,1,4,124.0,91.0,1,grid_unreliable,45
3484,district_hospital,O2_0012,urban,64,0,0,0,0,oxygen_concentrator,1,0,1.0,0,3,3,15,0,0,0,0,0,0,12,power_outage,2021,6,16,COVID19_severe,0,16,0,4,1,289.0,60.0,1,grid_unreliable,52
3485,district_hospital,O2_0170,peri_urban,65,0,0,0,0,oxygen_concentrator,2,0,0.6,1,5,3,0,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,11,12,severe_malaria,0,12,0,3,1,180.0,27.0,1,solar,14
3486,district_hospital,O2_0038,rural,94,0,0,0,0,oxygen_concentrator,4,1,0.2,0,2,3,12,0,0,0,0,0,0,4,demand_surge,2024,3,17,pneumonia_adult,0,17,0,6,3,567.0,34.0,0,grid_unreliable,32
3487,district_hospital,O2_0117,rural,62,0,0,0,0,cylinder_portable,0,0,6.5,0,3,12,32,0,1,0,0,0,0,7,empty_cylinders_not_collected,2023,6,10,other_hypoxemia,0,10,0,5,3,406.0,233.0,1,none,22
3488,district_hospital,O2_0098,rural,21,0,0,0,0,oxygen_concentrator,2,1,3.6,0,2,6,33,0,0,0,0,0,0,3,supplier_stockout,2022,9,7,neonatal_respiratory,0,7,0,5,2,206.0,5.0,0,none,19
3489,district_hospital,O2_0019,peri_urban,85,0,0,0,0,oxygen_concentrator,1,0,0.3,0,4,2,0,0,0,0,0,1,1,0,not_applicable,2022,12,10,pneumonia_child,4,6,1,5,0,207.0,46.0,0,none,7
3490,district_hospital,O2_0070,peri_urban,90,0,0,0,0,cylinder_portable,0,0,1.2,0,4,5,85,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,9,13,heart_failure,0,13,0,6,4,301.0,66.0,1,solar,11
3491,district_hospital,O2_0003,urban,90,0,0,0,0,LOX_bulk_tank,0,0,7.0,0,6,8,57,0,0,0,0,1,1,0,not_applicable,2024,5,12,COVID19_severe,6,6,0,4,0,262.0,9.0,0,grid_unreliable,0
3492,district_hospital,O2_0019,rural,113,0,0,0,0,oxygen_concentrator,1,0,0.5,0,3,0,10,0,0,0,0,1,0,0,not_applicable,2021,6,14,pneumonia_child,8,6,1,4,0,219.0,52.0,0,generator_only,4
3493,district_hospital,O2_0062,rural,48,1,0,1,0,none,0,0,4.5,0,1,2,25,0,0,0,0,1,0,0,not_applicable,2021,1,10,neonatal_respiratory,3,7,0,2,0,93.0,48.0,1,generator_only,55
3494,district_hospital,O2_0057,urban,102,0,0,0,0,none,0,0,3.2,0,0,2,9,0,0,0,0,1,1,0,not_applicable,2021,8,11,sepsis,5,6,1,0,0,201.0,75.0,1,grid_unreliable,16
3495,district_hospital,O2_0140,peri_urban,28,0,0,0,0,none,2,0,2.1,0,4,3,22,0,0,0,0,1,1,0,not_applicable,2024,7,18,severe_malaria,7,11,0,5,0,278.0,15.0,0,grid_reliable,0
3496,district_hospital,O2_0175,urban,86,0,0,0,0,oxygen_concentrator,2,0,1.4,0,3,3,4,0,1,0,0,1,0,0,not_applicable,2023,9,14,surgical_anaesthesia,6,8,1,5,0,210.0,62.0,0,grid_unreliable,77
3497,district_hospital,O2_0060,rural,59,0,0,0,0,cylinder_piped,0,0,10.4,0,1,2,40,0,0,0,0,1,1,0,not_applicable,2021,6,15,asthma_severe,11,4,1,2,0,139.0,14.0,1,grid_unreliable,10
3498,district_hospital,O2_0037,rural,108,0,0,0,0,cylinder_portable,0,0,7.6,0,3,4,0,0,0,0,0,0,0,27,power_outage,2021,5,11,neonatal_respiratory,0,11,0,7,3,168.0,14.0,1,none,4
3499,district_hospital,O2_0162,rural,42,0,0,0,0,cylinder_portable,0,0,0.7,0,2,3,2,0,1,0,0,0,0,30,no_oxygen_source,2024,3,10,COVID19_severe,0,10,0,5,3,263.0,39.0,0,none,38
3500,district_hospital,O2_0055,rural,16,0,0,0,0,cylinder_portable,0,0,1.5,0,3,5,16,0,1,1,1,1,1,0,not_applicable,2024,4,6,pneumonia_child,0,6,0,3,0,186.0,16.0,0,generator_only,3
3501,district_hospital,O2_0074,urban,49,0,0,0,0,oxygen_concentrator,1,0,0.1,0,3,3,9,0,0,0,0,1,1,0,not_applicable,2022,5,11,neonatal_respiratory,8,3,1,0,0,159.0,26.0,0,grid_unreliable,13
3502,district_hospital,O2_0049,urban,24,0,0,0,0,cylinder_portable,0,0,2.8,0,4,2,23,0,0,0,0,0,0,30,concentrator_malfunction,2022,9,10,sepsis,0,10,0,3,3,275.0,6.0,1,grid_unreliable,2
3503,district_hospital,O2_0155,rural,61,0,0,0,0,oxygen_concentrator,7,3,1.0,0,4,4,25,0,0,0,0,1,1,0,not_applicable,2022,7,13,other_hypoxemia,7,6,1,3,0,260.0,16.0,0,none,53
3504,district_hospital,O2_0087,peri_urban,92,0,0,0,0,cylinder_portable,0,0,2.2,0,3,2,27,0,0,0,0,1,1,0,not_applicable,2024,3,15,severe_malaria,3,12,1,6,0,302.0,124.0,0,grid_reliable,11
3505,district_hospital,O2_0018,rural,5,0,0,0,0,LOX_bulk_tank,0,0,0.0,0,4,3,9,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,11,13,surgical_anaesthesia,0,13,0,8,5,104.0,49.0,0,grid_unreliable,3
3506,district_hospital,O2_0035,peri_urban,56,0,0,0,0,oxygen_concentrator,4,1,1.1,0,3,5,5,0,0,0,0,0,0,8,cylinder_delivery_delay,2022,1,12,surgical_anaesthesia,0,12,0,5,1,138.0,35.0,0,solar,19
3507,district_hospital,O2_0010,rural,105,1,0,0,0,cylinder_portable,0,0,2.5,0,2,4,25,0,0,0,0,1,1,15,concentrator_malfunction,2022,8,14,COVID19_severe,8,6,1,2,0,210.0,77.0,0,grid_unreliable,39
3508,district_hospital,O2_0111,peri_urban,40,0,0,0,1,cylinder_portable,3,0,0.7,1,0,3,4,0,0,0,0,0,0,1,power_outage,2023,9,10,asthma_severe,0,10,0,5,3,22.0,114.0,0,none,0
3509,district_hospital,O2_0172,peri_urban,55,0,1,0,0,cylinder_piped,2,1,7.5,0,3,2,34,0,1,0,0,0,0,5,funding_for_refill,2022,1,17,COVID19_severe,0,17,0,6,5,227.0,113.0,0,grid_unreliable,4
3510,district_hospital,O2_0082,rural,117,0,0,0,0,cylinder_piped,0,0,4.7,0,4,9,32,0,0,0,0,0,0,30,power_outage,2023,12,10,sepsis,0,10,0,4,3,185.0,114.0,0,grid_unreliable,27
3511,district_hospital,O2_0106,rural,50,0,0,0,0,cylinder_piped,0,0,0.2,0,5,2,0,0,0,0,0,0,0,10,concentrator_malfunction,2023,10,8,surgical_anaesthesia,0,8,0,1,5,176.0,13.0,1,none,7
3512,district_hospital,O2_0068,urban,63,0,0,0,0,PSA_plant_onsite,2,1,10.5,0,3,4,32,1,0,0,0,1,1,0,not_applicable,2024,3,14,COPD_exacerbation,4,10,1,2,0,262.0,58.0,1,generator_only,0
3513,district_hospital,O2_0137,urban,5,0,0,0,0,LOX_bulk_tank,0,0,3.2,0,1,3,1,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,10,11,sepsis,0,11,0,3,0,178.0,47.0,0,grid_unreliable,55
3514,district_hospital,O2_0091,urban,31,0,0,0,0,PSA_plant_onsite,4,2,9.0,0,6,3,18,1,0,0,0,1,1,0,not_applicable,2021,5,13,pneumonia_adult,6,7,1,4,0,166.0,5.0,0,grid_unreliable,46
3515,district_hospital,O2_0043,peri_urban,52,0,0,0,0,oxygen_concentrator,1,0,3.0,0,2,4,6,0,0,0,0,0,0,6,demand_surge,2021,11,15,pneumonia_adult,0,15,0,6,7,208.0,33.0,0,none,16
3516,district_hospital,O2_0021,rural,37,0,0,1,1,cylinder_portable,0,0,8.8,1,2,5,24,0,0,0,0,1,1,0,not_applicable,2023,8,14,trauma,7,7,0,4,0,211.0,197.0,1,grid_unreliable,2
3517,district_hospital,O2_0032,peri_urban,60,0,0,0,0,cylinder_piped,0,0,2.4,0,3,3,51,0,1,0,0,1,0,2,supplier_stockout,2022,9,19,pneumonia_child,6,13,0,6,0,177.0,30.0,1,none,4
3518,district_hospital,O2_0185,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.4,0,8,2,13,0,0,0,0,1,0,1,cylinder_delivery_delay,2022,12,15,heart_failure,3,12,0,3,0,61.0,0.0,1,grid_unreliable,40
3519,district_hospital,O2_0036,rural,5,0,0,0,0,cylinder_piped,0,0,2.5,0,3,8,8,0,0,0,0,0,0,9,concentrator_malfunction,2024,6,13,neonatal_respiratory,0,13,0,4,5,263.0,17.0,0,grid_unreliable,5
3520,district_hospital,O2_0150,rural,68,0,0,0,0,oxygen_concentrator,2,1,14.0,0,0,5,1,0,0,0,0,0,0,30,no_oxygen_source,2023,8,17,heart_failure,0,17,0,12,1,159.0,8.0,0,grid_unreliable,23
3521,district_hospital,O2_0085,peri_urban,24,0,0,0,0,cylinder_portable,0,0,2.5,0,2,2,13,0,0,0,0,1,1,6,cylinder_delivery_delay,2022,8,10,pneumonia_child,2,8,0,4,0,151.0,86.0,0,none,33
3522,district_hospital,O2_0002,rural,69,0,1,0,0,cylinder_portable,0,0,3.3,0,4,3,27,0,1,0,0,0,0,4,concentrator_malfunction,2024,10,14,COPD_exacerbation,0,14,0,7,2,224.0,18.0,0,generator_only,0
3523,district_hospital,O2_0047,peri_urban,37,0,0,0,0,cylinder_piped,0,0,27.2,0,4,2,11,0,1,1,0,1,0,0,not_applicable,2022,4,14,COVID19_severe,5,9,0,4,0,280.0,83.0,1,grid_unreliable,1
3524,district_hospital,O2_0180,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.8,0,7,4,28,0,0,0,0,1,1,0,not_applicable,2024,6,14,pneumonia_adult,6,8,1,1,0,158.0,25.0,1,grid_unreliable,35
3525,district_hospital,O2_0012,rural,5,0,0,0,0,oxygen_concentrator,1,0,6.1,0,2,5,11,0,1,1,0,0,0,1,piping_system_leak,2024,8,11,pneumonia_adult,0,11,0,5,2,278.0,35.0,0,grid_unreliable,11
3526,district_hospital,O2_0054,rural,70,0,0,0,0,cylinder_piped,0,0,1.7,0,4,9,39,0,0,0,0,0,0,30,power_outage,2022,3,9,COVID19_severe,0,9,0,4,3,286.0,95.0,0,none,2
3527,district_hospital,O2_0034,peri_urban,28,0,0,0,0,none,0,0,3.2,0,3,3,8,0,0,0,0,1,0,0,not_applicable,2022,12,11,COVID19_severe,3,8,0,5,0,265.0,79.0,0,grid_unreliable,3
3528,district_hospital,O2_0054,rural,13,0,0,0,0,cylinder_portable,0,0,12.1,0,3,5,34,0,1,0,0,1,1,0,not_applicable,2023,4,9,COPD_exacerbation,2,7,0,4,0,272.0,12.0,1,solar,4
3529,district_hospital,O2_0019,rural,5,0,0,0,0,none,2,1,11.8,0,1,5,41,0,0,0,0,1,1,0,not_applicable,2022,8,13,neonatal_respiratory,6,7,0,2,0,285.0,36.0,0,grid_unreliable,24
3530,district_hospital,O2_0177,rural,117,0,0,0,0,oxygen_concentrator,0,0,14.4,1,2,6,126,0,0,0,0,1,1,5,cylinder_delivery_delay,2023,4,14,pneumonia_child,7,7,0,3,0,164.0,33.0,1,grid_reliable,7
3531,district_hospital,O2_0006,rural,144,0,0,0,0,oxygen_concentrator,0,0,6.6,0,0,2,2,0,1,1,1,1,1,0,not_applicable,2023,11,18,surgical_anaesthesia,6,12,0,8,0,110.0,6.0,1,none,5
3532,district_hospital,O2_0037,rural,54,0,0,0,0,cylinder_portable,0,0,6.6,0,1,1,25,0,1,0,0,1,1,0,not_applicable,2024,5,10,pneumonia_child,4,6,0,1,0,59.0,58.0,0,grid_unreliable,2
3533,district_hospital,O2_0024,peri_urban,54,0,0,0,0,oxygen_concentrator,2,1,3.5,0,0,6,6,0,0,0,0,1,1,3,cylinder_delivery_delay,2021,3,14,pneumonia_adult,10,4,0,1,0,224.0,170.0,0,none,29
3534,district_hospital,O2_0018,rural,52,0,0,0,0,oxygen_concentrator,0,0,0.6,0,1,5,7,0,0,0,0,1,1,0,not_applicable,2023,5,7,trauma,4,3,0,1,0,199.0,24.0,0,generator_only,10
3535,district_hospital,O2_0155,peri_urban,61,0,0,0,0,oxygen_concentrator,2,1,1.7,0,5,3,4,0,1,0,0,0,0,21,concentrator_malfunction,2024,3,14,surgical_anaesthesia,0,14,0,7,4,0.0,5.0,0,generator_only,22
3536,district_hospital,O2_0185,peri_urban,21,0,0,0,0,cylinder_piped,3,1,5.6,0,3,4,36,0,0,0,0,1,1,0,not_applicable,2024,8,14,COPD_exacerbation,9,5,0,3,0,243.0,60.0,1,none,4
3537,district_hospital,O2_0184,rural,48,0,0,0,0,none,0,0,1.6,1,3,2,0,0,0,0,0,1,0,0,not_applicable,2023,1,15,severe_malaria,5,10,0,5,0,164.0,29.0,1,grid_unreliable,2
3538,district_hospital,O2_0005,rural,60,0,0,0,0,cylinder_piped,0,0,0.5,0,5,3,5,0,0,0,0,0,0,30,funding_for_refill,2024,1,20,severe_malaria,0,20,0,11,2,235.0,63.0,0,solar,15
3539,district_hospital,O2_0098,urban,41,0,0,0,0,oxygen_concentrator,0,0,4.9,0,2,1,14,0,0,0,0,1,0,2,concentrator_malfunction,2022,11,11,pneumonia_child,4,7,1,3,0,271.0,45.0,0,none,6
3540,district_hospital,O2_0069,peri_urban,60,0,0,0,1,cylinder_piped,0,0,10.1,1,3,4,9,0,1,1,0,1,0,3,cylinder_delivery_delay,2023,10,6,other_hypoxemia,2,4,0,1,0,116.0,9.0,0,grid_unreliable,16
3541,district_hospital,O2_0101,urban,87,0,0,0,0,oxygen_concentrator,3,1,0.6,0,5,4,5,0,1,0,0,1,1,0,not_applicable,2024,5,13,neonatal_respiratory,8,5,0,1,0,158.0,41.0,1,grid_unreliable,29
3542,district_hospital,O2_0093,rural,5,0,0,0,0,cylinder_portable,0,0,4.2,0,2,1,26,0,1,0,0,0,0,26,no_oxygen_source,2024,8,11,asthma_severe,0,11,0,5,4,191.0,11.0,0,grid_unreliable,11
3543,district_hospital,O2_0117,peri_urban,5,0,1,1,0,oxygen_concentrator,2,0,4.7,0,2,1,27,0,0,0,0,0,0,1,PSA_plant_breakdown,2024,1,14,asthma_severe,0,14,0,4,1,202.0,16.0,0,grid_unreliable,10
3544,district_hospital,O2_0103,peri_urban,75,0,0,0,0,oxygen_concentrator,2,0,6.8,0,3,5,6,0,0,0,0,0,0,4,funding_for_refill,2024,9,9,other_hypoxemia,0,9,0,5,3,277.0,134.0,0,grid_unreliable,11
3545,district_hospital,O2_0006,urban,105,0,1,0,0,cylinder_piped,0,0,21.2,0,5,3,2,0,1,1,0,0,0,21,demand_surge,2023,6,8,heart_failure,0,8,0,4,2,145.0,55.0,0,generator_only,9
3546,district_hospital,O2_0134,peri_urban,107,0,0,0,0,cylinder_piped,0,0,7.5,0,1,2,21,0,0,0,0,1,0,0,not_applicable,2024,8,16,pneumonia_child,9,7,0,4,0,129.0,175.0,0,generator_only,0
3547,district_hospital,O2_0119,peri_urban,17,0,0,0,0,cylinder_portable,0,0,2.0,0,2,3,25,0,0,0,0,0,0,19,funding_for_refill,2024,12,14,sepsis,0,14,0,9,5,256.0,3.0,0,none,44
3548,district_hospital,O2_0021,peri_urban,53,0,0,0,0,none,0,0,1.1,0,3,2,11,0,1,0,0,0,0,14,concentrator_malfunction,2023,1,14,pneumonia_adult,0,14,0,4,5,198.0,104.0,1,none,3
3549,district_hospital,O2_0159,peri_urban,97,0,0,0,0,none,0,0,3.5,0,1,5,1,0,0,0,0,1,0,0,not_applicable,2021,3,9,pneumonia_adult,6,3,1,2,0,154.0,165.0,0,grid_unreliable,3
3550,district_hospital,O2_0147,urban,59,0,0,0,0,none,2,0,0.5,0,4,2,2,0,0,0,0,1,1,13,piping_system_leak,2023,10,11,heart_failure,2,9,1,5,0,10.0,9.0,0,grid_reliable,24
3551,district_hospital,O2_0171,rural,65,0,0,0,0,oxygen_concentrator,0,0,0.7,0,2,4,6,0,1,0,0,0,0,9,cylinder_delivery_delay,2023,6,7,pneumonia_child,0,7,0,1,2,172.0,42.0,1,none,12
3552,district_hospital,O2_0037,urban,121,1,0,0,0,oxygen_concentrator,2,0,1.5,0,7,5,83,0,0,0,0,0,0,1,power_outage,2023,4,10,pneumonia_child,0,10,0,5,3,99.0,63.0,1,grid_unreliable,13
3553,district_hospital,O2_0144,rural,18,0,0,0,0,cylinder_piped,4,1,5.6,0,2,4,4,0,0,0,0,1,0,0,not_applicable,2021,12,12,heart_failure,5,7,1,5,0,210.0,97.0,0,grid_reliable,74
3554,district_hospital,O2_0052,urban,69,0,0,0,0,cylinder_piped,2,0,4.4,0,3,6,6,0,0,0,0,0,0,7,piping_system_leak,2022,12,11,pneumonia_adult,0,11,0,4,1,297.0,8.0,1,solar,0
3555,district_hospital,O2_0157,rural,72,0,0,0,0,cylinder_piped,1,0,2.5,0,5,6,17,0,0,0,0,1,1,0,not_applicable,2023,4,12,severe_malaria,7,5,0,2,0,203.0,39.0,0,solar,14
3556,district_hospital,O2_0112,peri_urban,162,0,0,0,0,cylinder_portable,0,0,1.3,0,3,6,40,0,0,0,0,0,0,6,funding_for_refill,2023,1,14,pneumonia_child,0,14,0,8,7,301.0,7.0,1,none,37
3557,district_hospital,O2_0113,rural,14,0,0,0,1,oxygen_concentrator,1,0,11.8,1,3,4,13,0,0,0,0,1,1,0,not_applicable,2023,4,12,pneumonia_child,7,5,0,4,0,148.0,81.0,1,grid_unreliable,33
3558,district_hospital,O2_0154,rural,126,0,0,0,0,oxygen_concentrator,2,0,6.4,0,2,5,7,0,0,0,0,1,1,0,not_applicable,2024,1,15,COVID19_severe,13,2,0,2,0,123.0,11.0,1,solar,23
3559,district_hospital,O2_0146,rural,108,0,0,1,0,oxygen_concentrator,1,0,5.2,1,8,6,57,0,1,1,1,0,0,2,no_oxygen_source,2023,11,15,neonatal_respiratory,0,15,0,4,1,148.0,41.0,0,generator_only,6
3560,district_hospital,O2_0013,rural,26,0,0,0,0,cylinder_portable,0,0,0.6,0,3,4,9,0,0,0,0,0,0,25,cylinder_delivery_delay,2023,8,14,COVID19_severe,0,14,0,7,4,227.0,20.0,1,none,5
3561,district_hospital,O2_0153,peri_urban,46,0,0,0,0,oxygen_concentrator,1,0,2.4,0,2,0,19,0,0,0,0,0,0,18,cylinder_delivery_delay,2021,6,12,other_hypoxemia,0,12,0,7,3,140.0,120.0,0,grid_reliable,8
3562,district_hospital,O2_0018,peri_urban,90,0,0,0,0,oxygen_concentrator,2,0,3.6,1,2,4,1,0,0,0,0,1,1,0,not_applicable,2022,11,10,COPD_exacerbation,4,6,1,4,0,153.0,16.0,0,grid_unreliable,41
3563,district_hospital,O2_0011,peri_urban,30,0,0,0,0,oxygen_concentrator,1,0,7.1,1,1,2,20,0,0,0,0,1,0,1,cylinder_delivery_delay,2024,6,10,neonatal_respiratory,3,7,0,2,0,135.0,86.0,1,grid_unreliable,8
3564,district_hospital,O2_0128,urban,5,0,0,0,0,cylinder_portable,0,0,14.7,0,1,2,20,0,0,0,0,0,0,1,power_outage,2021,5,10,heart_failure,0,10,0,4,3,74.0,98.0,0,generator_only,4
3565,district_hospital,O2_0022,peri_urban,144,1,0,0,0,none,0,0,3.2,0,0,4,16,0,0,0,0,1,1,0,not_applicable,2023,1,13,COVID19_severe,7,6,1,3,0,40.0,25.0,1,none,1
3566,district_hospital,O2_0163,rural,5,0,0,0,0,cylinder_portable,0,0,1.0,0,3,8,38,0,0,0,0,0,0,13,demand_surge,2024,3,15,sepsis,0,15,0,6,2,174.0,58.0,1,none,19
3567,district_hospital,O2_0048,rural,106,0,0,0,0,oxygen_concentrator,0,0,0.5,0,1,3,5,0,0,0,0,0,0,8,cylinder_delivery_delay,2023,9,15,pneumonia_child,0,15,0,11,1,190.0,20.0,0,grid_unreliable,15
3568,district_hospital,O2_0189,peri_urban,95,0,0,0,0,cylinder_portable,0,0,0.0,0,5,5,4,0,0,0,0,1,1,0,not_applicable,2022,3,14,asthma_severe,7,7,0,3,0,217.0,167.0,0,none,2
3569,district_hospital,O2_0096,urban,69,0,0,0,0,oxygen_concentrator,4,1,10.2,0,5,3,36,0,0,0,0,0,0,16,power_outage,2024,12,18,pneumonia_child,0,18,0,10,1,294.0,1.0,0,solar,0
3570,district_hospital,O2_0010,rural,124,0,0,0,0,oxygen_concentrator,3,0,1.9,0,4,5,60,0,1,0,0,1,1,0,not_applicable,2021,11,13,COVID19_severe,8,5,0,2,0,163.0,28.0,0,none,7
3571,district_hospital,O2_0118,rural,76,0,0,0,0,cylinder_portable,0,0,14.5,0,3,6,11,0,1,1,0,0,0,11,funding_for_refill,2021,1,13,trauma,0,13,0,4,4,123.0,30.0,0,grid_unreliable,4
3572,district_hospital,O2_0121,urban,100,0,0,0,0,cylinder_piped,0,0,9.5,0,3,4,3,0,1,1,0,0,0,1,funding_for_refill,2023,12,11,heart_failure,0,11,0,2,1,312.0,99.0,1,grid_unreliable,31
3573,district_hospital,O2_0015,peri_urban,64,0,0,0,0,cylinder_portable,0,0,1.4,0,2,0,43,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,1,11,other_hypoxemia,0,11,0,4,5,184.0,163.0,1,grid_unreliable,30
3574,district_hospital,O2_0031,rural,50,0,0,0,0,oxygen_concentrator,5,2,3.7,0,2,2,30,0,0,0,0,1,1,0,not_applicable,2024,6,20,pneumonia_child,4,16,0,6,0,216.0,23.0,1,none,18
3575,district_hospital,O2_0091,urban,16,0,0,0,0,oxygen_concentrator,1,0,1.2,0,2,6,8,0,1,0,0,1,1,0,not_applicable,2024,1,7,COVID19_severe,4,3,1,2,0,52.0,19.0,0,none,2
3576,district_hospital,O2_0125,rural,13,0,0,0,0,oxygen_concentrator,0,0,3.9,0,5,1,29,0,0,0,0,0,0,21,no_oxygen_source,2022,8,16,pneumonia_adult,0,16,0,11,5,143.0,21.0,0,grid_unreliable,2
3577,district_hospital,O2_0020,peri_urban,50,0,0,0,0,oxygen_concentrator,0,0,2.4,0,1,5,17,0,0,0,0,1,1,0,not_applicable,2022,11,11,pneumonia_child,2,9,0,3,0,90.0,1.0,1,generator_only,50
3578,district_hospital,O2_0036,rural,44,0,0,0,0,cylinder_portable,0,0,1.4,0,2,3,3,0,1,0,0,0,0,11,PSA_plant_breakdown,2022,4,13,asthma_severe,0,13,0,5,1,269.0,36.0,0,solar,7
3579,district_hospital,O2_0084,urban,54,0,0,0,0,LOX_bulk_tank,0,0,1.4,1,4,3,5,0,1,1,0,0,0,1,cylinder_delivery_delay,2022,11,11,neonatal_respiratory,0,11,0,4,5,184.0,21.0,1,grid_unreliable,0
3580,district_hospital,O2_0021,rural,21,0,0,1,0,oxygen_concentrator,2,1,18.9,0,3,3,19,0,0,0,0,0,0,12,PSA_plant_breakdown,2024,6,13,pneumonia_child,0,13,0,5,2,242.0,2.0,0,grid_reliable,3
3581,district_hospital,O2_0183,rural,12,0,0,0,0,cylinder_piped,0,0,7.3,0,4,3,3,0,0,0,0,1,0,6,demand_surge,2024,6,9,neonatal_respiratory,3,6,0,5,0,183.0,21.0,1,generator_only,3
3582,district_hospital,O2_0040,rural,77,0,0,0,0,LOX_bulk_tank,2,1,8.0,0,1,4,2,0,0,0,0,1,1,0,not_applicable,2024,7,14,pneumonia_child,8,6,1,1,0,302.0,124.0,1,grid_unreliable,8
3583,district_hospital,O2_0119,rural,12,0,0,0,1,cylinder_portable,0,0,0.3,1,5,8,13,0,1,0,0,0,0,30,cylinder_delivery_delay,2023,2,8,pneumonia_child,0,8,0,5,4,187.0,1.0,1,grid_unreliable,17
3584,district_hospital,O2_0197,rural,50,0,0,0,0,oxygen_concentrator,1,0,7.4,0,1,3,47,0,0,0,0,0,0,13,cylinder_delivery_delay,2022,1,12,COPD_exacerbation,0,12,0,6,3,217.0,32.0,1,grid_unreliable,19
3585,district_hospital,O2_0145,urban,97,0,0,0,0,oxygen_concentrator,3,1,16.8,0,1,4,28,0,0,0,0,1,1,4,concentrator_malfunction,2021,3,4,surgical_anaesthesia,1,3,1,1,0,129.0,44.0,0,solar,25
3586,district_hospital,O2_0064,rural,81,0,1,0,0,oxygen_concentrator,1,0,6.9,0,3,4,21,0,1,1,0,1,0,0,not_applicable,2024,2,8,COVID19_severe,2,6,1,2,0,129.0,112.0,0,generator_only,3
3587,district_hospital,O2_0196,rural,29,0,0,0,0,none,0,0,11.8,0,3,7,40,0,1,0,0,0,0,4,demand_surge,2024,12,16,COPD_exacerbation,0,16,0,6,4,292.0,69.0,0,none,29
3588,district_hospital,O2_0020,peri_urban,62,0,0,1,0,oxygen_concentrator,1,0,1.6,0,2,2,4,0,0,0,0,1,0,0,not_applicable,2023,3,10,asthma_severe,3,7,0,2,0,116.0,81.0,1,grid_unreliable,37
3589,district_hospital,O2_0094,rural,119,0,0,0,0,cylinder_piped,0,0,5.9,0,2,5,22,0,0,0,0,0,0,16,cylinder_delivery_delay,2023,6,13,pneumonia_adult,0,13,0,8,5,168.0,67.0,0,none,1
3590,district_hospital,O2_0148,rural,75,0,0,0,0,oxygen_concentrator,1,0,0.2,0,6,5,14,0,0,0,0,1,1,1,power_outage,2023,5,6,heart_failure,1,5,1,0,0,315.0,23.0,0,none,12
3591,district_hospital,O2_0194,peri_urban,110,0,0,0,1,none,0,0,6.1,1,4,3,9,0,1,0,0,0,0,1,demand_surge,2024,8,16,COPD_exacerbation,0,16,0,4,5,295.0,50.0,0,grid_unreliable,1
3592,district_hospital,O2_0160,peri_urban,130,0,0,0,0,cylinder_portable,3,1,4.3,0,1,6,0,0,1,1,0,1,1,0,not_applicable,2022,7,12,pneumonia_child,9,3,1,1,0,195.0,16.0,1,none,0
3593,district_hospital,O2_0150,peri_urban,37,0,0,0,0,oxygen_concentrator,3,0,1.0,0,5,4,7,0,1,0,0,0,0,3,concentrator_malfunction,2021,2,9,COVID19_severe,0,9,0,5,5,155.0,76.0,0,grid_unreliable,13
3594,district_hospital,O2_0149,urban,69,0,0,0,0,oxygen_concentrator,3,1,4.4,0,1,1,14,0,1,1,1,1,0,0,not_applicable,2023,10,13,asthma_severe,9,4,1,2,0,222.0,15.0,0,grid_unreliable,6
3595,district_hospital,O2_0044,urban,94,0,0,0,0,PSA_plant_onsite,3,0,0.1,0,5,6,15,1,1,1,0,0,0,8,concentrator_malfunction,2023,11,12,COVID19_severe,0,12,0,5,4,305.0,96.0,0,solar,3
3596,district_hospital,O2_0198,rural,5,0,0,0,0,none,3,2,5.6,0,4,4,0,0,0,0,0,0,0,30,concentrator_malfunction,2023,4,12,heart_failure,0,12,0,8,2,295.0,84.0,0,generator_only,9
3597,district_hospital,O2_0006,peri_urban,146,0,0,0,0,oxygen_concentrator,0,0,12.2,0,2,1,13,0,0,0,0,0,0,1,power_outage,2022,1,9,asthma_severe,0,9,0,3,5,225.0,18.0,1,none,8
3598,district_hospital,O2_0040,peri_urban,5,0,0,0,1,cylinder_piped,0,0,9.5,1,1,5,7,0,0,0,0,1,1,0,not_applicable,2024,3,6,pneumonia_child,2,4,0,1,0,256.0,49.0,1,none,12
3599,district_hospital,O2_0043,rural,41,0,0,0,0,oxygen_concentrator,5,1,1.3,0,4,5,10,0,0,0,0,1,1,1,power_outage,2023,4,11,other_hypoxemia,4,7,0,1,0,284.0,35.0,0,none,2
3600,district_hospital,O2_0017,urban,40,0,0,0,0,cylinder_piped,0,0,0.2,0,2,5,3,0,0,0,0,0,0,30,funding_for_refill,2024,10,14,pneumonia_adult,0,14,0,6,5,105.0,35.0,0,solar,9
3601,district_hospital,O2_0026,rural,54,0,0,0,0,cylinder_portable,0,0,6.4,0,5,4,8,0,0,0,0,1,1,0,not_applicable,2023,11,12,heart_failure,4,8,0,4,0,158.0,119.0,1,generator_only,3
3602,district_hospital,O2_0064,urban,5,0,0,0,0,oxygen_concentrator,4,2,6.3,0,4,7,30,0,1,0,0,0,0,30,PSA_plant_breakdown,2023,11,9,asthma_severe,0,9,0,3,2,244.0,52.0,1,solar,52
3603,district_hospital,O2_0142,rural,25,0,0,0,0,oxygen_concentrator,2,1,4.8,0,3,3,42,0,0,0,0,1,1,0,not_applicable,2023,4,16,pneumonia_adult,8,8,1,4,0,181.0,70.0,1,grid_unreliable,16
3604,district_hospital,O2_0062,rural,57,0,0,0,0,none,0,0,7.6,0,1,8,29,0,1,1,0,1,1,0,not_applicable,2022,7,15,other_hypoxemia,9,6,0,4,0,210.0,10.0,1,none,65
3605,district_hospital,O2_0131,rural,28,1,0,0,0,oxygen_concentrator,3,0,3.6,0,3,5,3,0,0,0,0,1,1,0,not_applicable,2024,1,17,pneumonia_adult,8,9,0,4,0,211.0,5.0,1,grid_unreliable,24
3606,district_hospital,O2_0072,rural,5,0,0,0,0,none,0,0,7.8,0,5,5,4,0,0,0,0,0,0,29,cylinder_delivery_delay,2022,11,17,asthma_severe,0,17,0,12,2,152.0,26.0,0,none,1
3607,district_hospital,O2_0187,urban,5,0,0,0,0,none,0,0,9.0,0,5,4,5,0,0,0,0,0,0,6,cylinder_delivery_delay,2024,10,17,pneumonia_adult,0,17,0,8,6,148.0,84.0,0,grid_unreliable,8
3608,district_hospital,O2_0129,peri_urban,35,0,0,0,0,cylinder_piped,0,0,1.0,1,1,6,17,0,0,0,0,1,1,0,not_applicable,2024,2,6,neonatal_respiratory,2,4,0,1,0,192.0,23.0,1,none,9
3609,district_hospital,O2_0003,peri_urban,14,0,0,0,0,oxygen_concentrator,1,0,5.0,0,4,4,29,0,0,0,0,1,0,0,not_applicable,2022,9,11,pneumonia_child,0,11,0,1,0,319.0,7.0,1,generator_only,4
3610,district_hospital,O2_0016,rural,92,0,0,0,0,oxygen_concentrator,3,1,12.0,0,3,1,1,0,0,0,0,1,0,0,not_applicable,2022,3,13,COPD_exacerbation,5,8,0,2,0,216.0,16.0,1,none,7
3611,district_hospital,O2_0048,peri_urban,77,0,0,0,0,cylinder_portable,0,0,3.1,0,5,8,6,0,0,0,0,0,0,4,PSA_plant_breakdown,2024,3,15,pneumonia_child,0,15,0,6,1,270.0,15.0,1,none,2
3612,district_hospital,O2_0065,urban,62,0,0,0,0,cylinder_portable,0,0,3.8,0,5,2,68,0,0,0,0,1,1,3,concentrator_malfunction,2023,5,16,pneumonia_child,8,8,0,3,0,407.0,40.0,1,solar,19
3613,district_hospital,O2_0019,rural,57,0,0,0,0,cylinder_portable,0,0,1.5,0,5,4,50,0,0,0,0,1,0,0,not_applicable,2022,2,10,COVID19_severe,3,7,1,1,0,195.0,5.0,0,solar,6
3614,district_hospital,O2_0148,rural,44,0,0,0,0,LOX_bulk_tank,0,0,0.5,0,2,4,85,0,0,0,0,1,0,0,not_applicable,2024,10,12,COPD_exacerbation,6,6,0,4,0,162.0,34.0,1,generator_only,0
3615,district_hospital,O2_0151,urban,79,0,0,0,0,cylinder_portable,0,0,0.0,0,2,5,53,0,0,0,0,0,0,3,demand_surge,2024,4,5,COVID19_severe,0,5,0,2,1,241.0,50.0,1,grid_reliable,21
3616,district_hospital,O2_0133,rural,83,0,1,0,0,cylinder_portable,0,0,3.9,1,2,6,1,0,0,0,0,0,0,25,regulator_valve_failure,2024,9,9,pneumonia_child,0,9,0,4,3,130.0,10.0,0,none,1
3617,district_hospital,O2_0135,rural,16,0,1,0,0,cylinder_portable,0,0,2.1,0,1,3,3,0,0,0,0,0,0,11,empty_cylinders_not_collected,2023,4,9,COPD_exacerbation,0,9,0,3,4,291.0,50.0,1,none,15
3618,district_hospital,O2_0142,urban,91,0,0,0,0,cylinder_piped,0,0,0.0,0,2,4,11,0,0,0,0,1,0,0,not_applicable,2023,9,14,COPD_exacerbation,2,12,1,5,0,219.0,15.0,1,grid_unreliable,8
3619,district_hospital,O2_0132,peri_urban,5,0,0,0,0,oxygen_concentrator,2,1,0.3,0,4,2,2,0,0,0,0,0,0,1,power_outage,2023,2,10,severe_malaria,0,10,0,6,4,224.0,18.0,1,grid_reliable,7
3620,district_hospital,O2_0086,peri_urban,88,0,0,1,0,cylinder_portable,0,0,1.0,0,4,0,0,0,1,0,0,0,0,1,demand_surge,2021,11,9,pneumonia_adult,0,9,0,5,2,83.0,20.0,0,grid_unreliable,0
3621,district_hospital,O2_0113,rural,40,0,0,0,0,oxygen_concentrator,1,0,1.7,0,0,6,31,0,1,0,0,0,0,7,concentrator_malfunction,2021,9,11,pneumonia_adult,0,11,0,6,2,138.0,75.0,0,grid_unreliable,9
3622,district_hospital,O2_0003,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,4.1,0,2,2,12,0,0,0,0,0,0,13,PSA_plant_breakdown,2024,1,16,surgical_anaesthesia,0,16,0,9,3,137.0,27.0,1,grid_unreliable,1
3623,district_hospital,O2_0049,urban,102,0,0,0,0,cylinder_portable,0,0,1.5,0,2,9,30,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,11,9,heart_failure,0,9,0,5,2,123.0,10.0,0,none,42
3624,district_hospital,O2_0100,rural,54,0,0,0,0,none,0,0,3.1,0,1,3,53,0,0,0,0,0,0,1,concentrator_malfunction,2022,1,9,trauma,0,9,0,4,0,192.0,34.0,1,grid_reliable,0
3625,district_hospital,O2_0173,rural,121,0,0,0,0,cylinder_portable,0,0,0.4,0,8,1,21,0,1,0,0,0,0,5,power_outage,2022,5,12,neonatal_respiratory,0,12,0,6,10,199.0,25.0,0,none,3
3626,district_hospital,O2_0072,rural,124,0,0,0,0,cylinder_portable,0,0,4.3,1,3,5,36,0,0,0,0,1,0,0,not_applicable,2024,3,14,surgical_anaesthesia,7,7,1,3,0,168.0,117.0,0,grid_unreliable,37
3627,district_hospital,O2_0143,rural,132,0,0,0,0,cylinder_piped,0,0,3.0,0,2,6,16,0,0,0,0,0,0,15,cylinder_delivery_delay,2023,7,12,asthma_severe,0,12,0,7,2,181.0,159.0,1,grid_unreliable,21
3628,district_hospital,O2_0023,rural,72,0,0,0,1,oxygen_concentrator,2,0,2.0,1,3,7,5,0,0,0,0,0,0,7,funding_for_refill,2024,2,15,asthma_severe,0,15,0,7,6,177.0,50.0,0,grid_unreliable,17
3629,district_hospital,O2_0157,peri_urban,123,0,0,0,0,cylinder_portable,0,0,8.4,0,4,3,6,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,2,9,pneumonia_child,0,9,0,5,0,104.0,4.0,0,none,25
3630,district_hospital,O2_0049,rural,85,0,0,0,0,none,1,0,2.7,1,3,3,12,0,0,0,0,0,0,6,empty_cylinders_not_collected,2024,6,13,pneumonia_child,0,13,0,5,3,117.0,71.0,0,solar,11
3631,district_hospital,O2_0037,peri_urban,29,0,0,0,0,oxygen_concentrator,3,0,3.1,1,2,6,8,0,0,0,0,0,0,6,cylinder_delivery_delay,2022,4,12,COVID19_severe,0,12,0,4,2,150.0,2.0,0,none,27
3632,district_hospital,O2_0113,urban,102,0,0,0,0,none,0,0,1.2,0,7,8,83,0,0,0,0,1,1,0,not_applicable,2024,12,11,other_hypoxemia,4,7,1,3,0,131.0,43.0,1,grid_unreliable,11
3633,district_hospital,O2_0008,rural,28,0,1,0,0,cylinder_piped,0,0,5.6,0,2,2,61,0,0,0,0,0,0,13,cylinder_delivery_delay,2024,6,13,surgical_anaesthesia,0,13,0,4,0,246.0,15.0,1,grid_reliable,0
3634,district_hospital,O2_0194,rural,25,0,0,0,0,PSA_plant_onsite,3,0,2.2,0,2,3,31,1,1,0,0,1,1,0,not_applicable,2021,6,11,pneumonia_child,2,9,1,2,0,122.0,16.0,1,none,8
3635,district_hospital,O2_0119,rural,109,0,0,0,0,LOX_bulk_tank,0,0,0.2,0,7,4,12,0,0,0,0,0,0,5,concentrator_malfunction,2022,10,12,neonatal_respiratory,0,12,0,7,5,130.0,33.0,1,solar,163
3636,district_hospital,O2_0189,rural,51,0,0,0,0,oxygen_concentrator,2,0,4.8,0,3,3,50,0,0,0,0,1,1,0,not_applicable,2021,5,13,severe_malaria,5,8,0,3,0,115.0,3.0,0,solar,6
3637,district_hospital,O2_0121,rural,66,0,0,0,0,oxygen_concentrator,1,0,6.1,0,2,3,56,0,0,0,0,0,0,12,demand_surge,2022,3,11,neonatal_respiratory,0,11,0,4,3,347.0,37.0,1,grid_reliable,12
3638,district_hospital,O2_0141,urban,43,1,1,0,0,none,0,0,3.7,0,4,2,41,0,0,0,0,0,0,3,demand_surge,2022,3,11,COPD_exacerbation,0,11,0,5,1,147.0,11.0,0,generator_only,0
3639,district_hospital,O2_0033,peri_urban,67,0,0,0,0,cylinder_portable,0,0,1.2,0,4,3,1,0,1,1,1,1,1,0,not_applicable,2024,3,15,neonatal_respiratory,4,11,0,4,0,161.0,28.0,0,generator_only,7
3640,district_hospital,O2_0005,peri_urban,104,0,1,0,0,cylinder_piped,0,0,3.0,0,4,3,7,0,1,1,0,0,0,2,funding_for_refill,2021,12,12,trauma,0,12,0,5,2,35.0,60.0,0,solar,7
3641,district_hospital,O2_0094,peri_urban,54,0,1,0,0,oxygen_concentrator,4,0,4.4,0,3,2,4,0,0,0,0,1,1,0,not_applicable,2021,4,14,trauma,9,5,0,2,0,211.0,30.0,0,grid_reliable,1
3642,district_hospital,O2_0052,rural,90,1,0,0,0,cylinder_portable,0,0,1.9,0,4,6,16,0,1,0,0,0,0,3,power_outage,2023,4,14,heart_failure,0,14,0,7,4,91.0,9.0,0,none,12
3643,district_hospital,O2_0103,urban,24,0,1,0,0,cylinder_portable,0,0,4.7,0,2,4,45,0,1,0,0,1,1,0,not_applicable,2023,2,7,trauma,4,3,0,1,0,122.0,119.0,0,grid_reliable,11
3644,district_hospital,O2_0124,peri_urban,62,0,1,0,0,oxygen_concentrator,2,1,0.3,0,5,3,12,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,11,14,COVID19_severe,0,14,0,2,3,307.0,62.0,0,solar,1
3645,district_hospital,O2_0002,peri_urban,81,0,1,0,0,cylinder_portable,2,0,3.4,0,3,3,23,0,0,0,0,0,0,13,cylinder_delivery_delay,2024,11,11,trauma,0,11,0,8,2,330.0,3.0,1,grid_unreliable,2
3646,district_hospital,O2_0033,rural,19,0,0,0,0,oxygen_concentrator,1,0,5.3,0,1,4,68,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,3,7,pneumonia_child,0,7,0,3,2,214.0,35.0,0,grid_unreliable,31
3647,district_hospital,O2_0186,rural,15,0,1,0,1,cylinder_portable,0,0,0.7,1,1,3,11,0,0,0,0,0,0,3,funding_for_refill,2021,8,10,surgical_anaesthesia,0,10,0,3,3,107.0,91.0,0,generator_only,11
3648,district_hospital,O2_0123,urban,47,0,0,0,0,cylinder_portable,0,0,5.3,0,2,6,9,0,0,0,0,0,0,2,power_outage,2021,12,13,surgical_anaesthesia,0,13,0,4,2,164.0,12.0,0,none,52
3649,district_hospital,O2_0158,rural,59,0,0,0,0,cylinder_portable,0,0,4.1,0,2,2,38,0,1,0,0,0,0,4,cylinder_delivery_delay,2024,4,12,COPD_exacerbation,0,12,0,6,5,283.0,11.0,0,grid_unreliable,9
3650,district_hospital,O2_0049,rural,60,0,0,0,0,cylinder_portable,0,0,11.4,0,2,7,13,0,0,0,0,0,0,30,PSA_plant_breakdown,2023,3,9,neonatal_respiratory,0,9,0,7,3,270.0,24.0,0,generator_only,33
3651,district_hospital,O2_0009,peri_urban,50,0,0,0,0,oxygen_concentrator,4,1,3.6,1,1,5,12,0,1,0,0,0,0,2,funding_for_refill,2021,5,19,COVID19_severe,0,19,0,10,5,241.0,1.0,0,none,0
3652,district_hospital,O2_0105,peri_urban,35,0,0,0,0,cylinder_piped,0,0,4.7,0,8,3,8,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,5,11,pneumonia_adult,0,11,0,4,3,89.0,52.0,0,none,22
3653,district_hospital,O2_0105,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,4.1,0,5,5,5,0,0,0,0,0,0,1,piping_system_leak,2023,2,13,pneumonia_adult,0,13,0,2,3,283.0,24.0,0,grid_unreliable,3
3654,district_hospital,O2_0192,urban,100,0,0,0,0,oxygen_concentrator,3,0,15.4,0,3,2,30,0,1,1,0,0,0,14,piping_system_leak,2024,5,9,COPD_exacerbation,0,9,0,2,1,187.0,59.0,0,grid_unreliable,20
3655,district_hospital,O2_0137,rural,105,0,0,0,1,cylinder_portable,0,0,0.2,1,1,3,27,0,0,0,0,1,1,1,funding_for_refill,2022,11,7,surgical_anaesthesia,4,3,0,0,0,173.0,193.0,0,solar,20
3656,district_hospital,O2_0023,peri_urban,89,0,1,0,0,oxygen_concentrator,1,0,1.8,0,5,7,19,0,1,1,0,0,0,1,power_outage,2021,6,12,other_hypoxemia,0,12,0,6,3,292.0,216.0,0,generator_only,23
3657,district_hospital,O2_0025,rural,45,0,0,0,0,cylinder_piped,4,2,3.0,0,2,5,44,0,0,0,0,1,0,0,not_applicable,2024,3,17,sepsis,8,9,0,5,0,248.0,2.0,0,grid_reliable,5
3658,district_hospital,O2_0132,peri_urban,5,0,0,0,0,none,0,0,0.0,0,4,1,57,0,1,1,0,1,1,0,not_applicable,2024,3,15,pneumonia_child,7,8,0,3,0,97.0,64.0,0,grid_unreliable,11
3659,district_hospital,O2_0022,peri_urban,96,0,0,0,0,LOX_bulk_tank,0,0,3.2,0,3,5,13,0,0,0,0,1,1,1,piping_system_leak,2022,4,12,pneumonia_child,6,6,1,4,0,96.0,62.0,0,none,1
3660,district_hospital,O2_0174,urban,5,0,0,0,0,LOX_bulk_tank,0,0,3.1,0,5,6,15,0,0,0,0,1,1,0,not_applicable,2023,12,4,heart_failure,1,3,1,0,0,149.0,138.0,0,none,21
3661,district_hospital,O2_0100,peri_urban,101,0,0,0,0,cylinder_portable,3,1,5.3,0,6,5,2,0,1,1,1,0,0,13,demand_surge,2023,10,14,neonatal_respiratory,0,14,0,8,2,227.0,44.0,1,grid_unreliable,2
3662,district_hospital,O2_0115,rural,108,0,0,0,1,oxygen_concentrator,0,0,0.0,1,1,4,7,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,2,15,trauma,12,3,0,2,0,187.0,19.0,1,solar,16
3663,district_hospital,O2_0160,rural,69,0,0,0,0,oxygen_concentrator,2,0,6.6,0,6,3,0,0,0,0,0,1,0,0,not_applicable,2023,2,12,pneumonia_child,5,7,0,4,0,204.0,37.0,0,grid_unreliable,0
3664,district_hospital,O2_0189,peri_urban,75,0,0,0,0,oxygen_concentrator,3,1,8.5,0,5,5,21,0,1,1,0,0,0,15,empty_cylinders_not_collected,2024,3,14,trauma,0,14,0,3,3,64.0,23.0,0,grid_unreliable,9
3665,district_hospital,O2_0109,peri_urban,85,0,0,0,0,oxygen_concentrator,1,0,9.7,0,3,3,44,0,1,0,0,1,1,0,not_applicable,2023,8,8,neonatal_respiratory,3,5,1,0,0,227.0,44.0,0,grid_unreliable,0
3666,district_hospital,O2_0174,rural,60,0,0,0,0,oxygen_concentrator,1,0,13.8,0,1,3,2,0,0,0,0,1,1,0,not_applicable,2024,9,18,pneumonia_child,9,9,1,5,0,322.0,80.0,0,grid_unreliable,3
3667,district_hospital,O2_0168,peri_urban,13,0,0,0,0,cylinder_piped,0,0,0.4,0,2,4,17,0,1,0,0,0,0,4,funding_for_refill,2023,6,14,pneumonia_adult,0,14,0,6,1,256.0,31.0,1,none,9
3668,district_hospital,O2_0073,peri_urban,58,0,0,0,0,oxygen_concentrator,2,1,2.4,0,6,5,2,0,1,1,0,1,1,0,not_applicable,2023,11,17,severe_malaria,6,11,0,5,0,123.0,64.0,0,none,28
3669,district_hospital,O2_0023,peri_urban,39,0,0,0,0,cylinder_portable,0,0,2.5,0,0,4,1,0,0,0,0,1,1,0,not_applicable,2023,8,13,COPD_exacerbation,12,1,1,1,0,298.0,45.0,1,grid_reliable,2
3670,district_hospital,O2_0057,peri_urban,51,0,1,0,0,cylinder_piped,0,0,6.2,0,1,9,22,0,0,0,0,1,1,0,not_applicable,2022,11,12,pneumonia_adult,6,6,1,2,0,159.0,16.0,1,generator_only,3
3671,district_hospital,O2_0169,rural,5,0,0,0,0,none,2,1,1.8,0,5,5,39,0,0,0,0,1,0,1,concentrator_malfunction,2022,5,15,heart_failure,2,13,0,7,0,185.0,112.0,0,generator_only,46
3672,district_hospital,O2_0184,rural,37,0,0,0,0,cylinder_portable,2,0,15.3,0,2,1,2,0,0,0,0,0,0,7,power_outage,2022,5,13,heart_failure,0,13,0,6,1,194.0,22.0,1,generator_only,0
3673,district_hospital,O2_0004,peri_urban,32,0,0,0,0,oxygen_concentrator,2,0,2.7,0,2,7,34,0,0,0,0,1,1,0,not_applicable,2023,1,14,pneumonia_child,7,7,0,3,0,47.0,86.0,1,none,32
3674,district_hospital,O2_0022,peri_urban,79,0,0,0,0,none,0,0,7.7,0,3,7,6,0,0,0,0,1,1,0,not_applicable,2021,1,7,surgical_anaesthesia,3,4,1,3,0,191.0,32.0,1,solar,4
3675,district_hospital,O2_0195,rural,74,0,0,0,0,cylinder_piped,0,0,1.3,0,1,6,13,0,0,0,0,0,0,4,power_outage,2024,12,16,COVID19_severe,0,16,0,7,8,265.0,42.0,0,grid_unreliable,7
3676,district_hospital,O2_0173,peri_urban,66,0,1,0,0,cylinder_portable,0,0,3.3,0,1,3,5,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,3,13,pneumonia_child,0,13,0,10,5,171.0,17.0,0,grid_reliable,2
3677,district_hospital,O2_0126,rural,44,0,0,0,0,oxygen_concentrator,5,1,1.2,0,4,7,19,0,0,0,0,0,0,1,power_outage,2021,12,15,neonatal_respiratory,0,15,0,8,1,273.0,167.0,0,solar,18
3678,district_hospital,O2_0077,rural,5,0,0,0,0,oxygen_concentrator,4,2,16.8,0,4,4,52,0,0,0,0,1,1,0,not_applicable,2022,3,12,neonatal_respiratory,4,8,1,4,0,58.0,151.0,0,none,25
3679,district_hospital,O2_0159,rural,90,0,0,0,0,cylinder_piped,0,0,2.4,0,4,3,5,0,0,0,0,0,0,1,power_outage,2023,10,14,COVID19_severe,0,14,0,7,8,174.0,22.0,1,solar,14
3680,district_hospital,O2_0054,urban,94,0,0,0,0,cylinder_portable,0,0,0.6,0,3,2,7,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,6,12,severe_malaria,0,12,0,5,0,269.0,7.0,1,solar,19
3681,district_hospital,O2_0029,peri_urban,5,0,0,0,0,oxygen_concentrator,3,1,1.7,0,5,4,3,0,1,0,0,1,1,0,not_applicable,2023,11,6,trauma,1,5,0,2,0,221.0,23.0,1,grid_reliable,7
3682,district_hospital,O2_0103,rural,5,0,0,0,0,oxygen_concentrator,6,4,5.8,0,2,3,53,0,1,0,0,0,0,2,cylinder_delivery_delay,2022,7,11,surgical_anaesthesia,0,11,0,4,4,136.0,6.0,0,grid_unreliable,10
3683,district_hospital,O2_0086,rural,64,0,0,0,0,cylinder_piped,0,0,4.3,0,1,4,32,0,0,0,0,1,0,0,not_applicable,2023,11,15,asthma_severe,2,13,0,7,0,90.0,143.0,0,generator_only,1
3684,district_hospital,O2_0025,rural,5,0,0,0,0,cylinder_piped,0,0,6.6,0,2,6,59,0,1,0,0,0,0,30,power_outage,2024,12,17,surgical_anaesthesia,0,17,0,7,6,287.0,17.0,1,none,2
3685,district_hospital,O2_0193,peri_urban,80,0,0,0,1,cylinder_portable,0,0,6.2,1,1,1,48,0,0,0,0,1,1,0,not_applicable,2022,3,10,severe_malaria,4,6,0,2,0,154.0,118.0,0,grid_unreliable,12
3686,district_hospital,O2_0195,peri_urban,78,0,0,0,0,cylinder_portable,0,0,6.3,1,3,4,14,0,1,1,0,1,1,1,demand_surge,2021,2,13,pneumonia_adult,2,11,0,4,0,254.0,69.0,1,grid_unreliable,32
3687,district_hospital,O2_0115,peri_urban,164,0,0,0,0,oxygen_concentrator,2,0,3.2,0,2,5,17,0,0,0,0,1,1,0,not_applicable,2023,3,10,asthma_severe,3,7,0,3,0,219.0,63.0,1,generator_only,6
3688,district_hospital,O2_0187,urban,89,0,0,0,0,oxygen_concentrator,2,1,3.7,0,2,2,38,0,1,0,0,0,0,1,supplier_stockout,2024,4,9,trauma,0,9,0,1,4,218.0,168.0,1,none,17
3689,district_hospital,O2_0048,rural,48,1,0,0,0,cylinder_portable,4,0,0.8,0,1,2,3,0,1,0,0,0,0,12,PSA_plant_breakdown,2023,4,7,pneumonia_adult,0,7,0,3,2,254.0,38.0,0,solar,5
3690,district_hospital,O2_0065,urban,32,0,0,0,0,cylinder_portable,0,0,4.8,0,5,3,4,0,1,0,0,0,0,1,power_outage,2022,3,17,COVID19_severe,0,17,0,7,3,198.0,173.0,0,none,15
3691,district_hospital,O2_0137,peri_urban,36,0,0,0,0,cylinder_portable,4,2,2.1,0,2,4,7,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,9,12,heart_failure,0,12,0,4,5,95.0,13.0,0,grid_unreliable,18
3692,district_hospital,O2_0060,peri_urban,116,0,0,0,0,none,0,0,10.1,1,5,6,51,0,0,0,0,1,1,0,not_applicable,2024,5,7,pneumonia_child,2,5,1,2,0,157.0,38.0,0,none,16
3693,district_hospital,O2_0095,peri_urban,5,0,0,0,0,none,6,1,4.1,0,3,3,12,0,1,1,0,1,1,4,PSA_plant_breakdown,2024,10,10,COPD_exacerbation,5,5,0,4,0,241.0,11.0,1,grid_unreliable,2
3694,district_hospital,O2_0082,peri_urban,93,0,0,0,0,cylinder_portable,0,0,3.6,0,2,4,8,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,12,13,surgical_anaesthesia,0,13,0,6,4,143.0,46.0,0,grid_unreliable,1
3695,district_hospital,O2_0031,peri_urban,71,0,0,0,0,oxygen_concentrator,1,0,0.1,1,5,5,2,0,0,0,0,1,1,0,not_applicable,2021,6,18,trauma,9,9,1,3,0,203.0,37.0,1,none,5
3696,district_hospital,O2_0197,rural,50,0,0,0,0,cylinder_portable,0,0,4.0,0,4,2,19,0,0,0,0,1,1,0,not_applicable,2023,12,18,COVID19_severe,7,11,0,4,0,57.0,135.0,0,solar,3
3697,district_hospital,O2_0179,rural,5,0,0,0,1,cylinder_portable,0,0,1.2,1,5,6,36,0,0,0,0,1,0,0,not_applicable,2023,6,7,COPD_exacerbation,2,5,0,2,0,178.0,196.0,0,none,11
3698,district_hospital,O2_0187,rural,42,1,0,1,0,none,1,0,1.0,0,4,5,23,0,1,0,0,0,0,1,power_outage,2024,4,8,pneumonia_adult,0,8,0,5,2,249.0,152.0,1,grid_unreliable,3
3699,district_hospital,O2_0117,peri_urban,97,0,0,0,0,cylinder_portable,0,0,2.0,0,2,5,9,0,1,1,0,1,1,5,PSA_plant_breakdown,2023,6,8,severe_malaria,4,4,0,3,0,150.0,73.0,0,grid_unreliable,0
3700,district_hospital,O2_0054,rural,5,0,0,0,0,oxygen_concentrator,2,1,10.8,0,5,4,2,0,0,0,0,0,0,22,cylinder_delivery_delay,2024,9,18,pneumonia_adult,0,18,0,6,1,290.0,6.0,1,grid_unreliable,2
3701,district_hospital,O2_0184,peri_urban,118,0,0,0,0,PSA_plant_onsite,0,0,6.2,0,4,4,14,0,0,0,0,1,1,0,not_applicable,2022,11,6,severe_malaria,3,3,0,3,0,28.0,120.0,1,generator_only,20
3702,district_hospital,O2_0004,rural,60,0,0,0,0,oxygen_concentrator,3,1,0.2,0,3,2,18,0,0,0,0,1,1,0,not_applicable,2022,9,9,neonatal_respiratory,1,8,1,4,0,163.0,64.0,0,grid_unreliable,25
3703,district_hospital,O2_0076,peri_urban,78,0,0,0,0,none,0,0,1.0,1,2,3,10,0,0,0,0,1,1,0,not_applicable,2022,10,8,COPD_exacerbation,7,1,1,0,0,285.0,55.0,0,solar,53
3704,district_hospital,O2_0163,rural,88,0,0,1,0,oxygen_concentrator,1,0,0.8,0,4,4,8,0,1,0,0,1,1,0,not_applicable,2023,4,13,pneumonia_child,3,10,1,6,0,269.0,64.0,0,grid_unreliable,3
3705,district_hospital,O2_0145,peri_urban,41,0,0,0,0,LOX_bulk_tank,0,0,0.7,0,0,2,1,0,1,0,0,0,0,11,power_outage,2024,1,18,pneumonia_adult,0,18,0,9,9,197.0,3.0,1,solar,10
3706,district_hospital,O2_0096,rural,80,0,0,0,0,LOX_bulk_tank,3,1,3.6,0,2,4,23,0,0,0,0,0,0,1,concentrator_malfunction,2023,12,11,neonatal_respiratory,0,11,0,3,3,128.0,1.0,0,grid_unreliable,9
3707,district_hospital,O2_0072,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,6.5,0,3,4,27,0,1,0,0,0,0,13,cylinder_delivery_delay,2022,5,10,pneumonia_child,0,10,0,6,3,254.0,18.0,0,grid_unreliable,21
3708,district_hospital,O2_0071,urban,62,0,0,0,0,oxygen_concentrator,3,1,2.1,0,4,2,69,0,1,0,0,1,1,0,not_applicable,2024,10,17,severe_malaria,3,14,1,4,0,285.0,154.0,0,grid_unreliable,6
3709,district_hospital,O2_0019,rural,91,0,0,0,0,oxygen_concentrator,1,0,3.9,0,0,4,20,0,0,0,0,1,1,0,not_applicable,2024,12,11,pneumonia_child,5,6,0,2,0,210.0,68.0,0,none,3
3710,district_hospital,O2_0125,urban,8,0,0,0,0,cylinder_portable,4,1,1.4,0,2,6,14,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,9,9,neonatal_respiratory,0,9,0,6,1,219.0,10.0,1,grid_unreliable,13
3711,district_hospital,O2_0154,peri_urban,135,0,0,0,0,oxygen_concentrator,1,0,0.4,0,4,3,5,0,0,0,0,0,0,7,concentrator_malfunction,2024,11,13,other_hypoxemia,0,13,0,8,2,174.0,2.0,0,grid_unreliable,5
3712,district_hospital,O2_0043,rural,56,0,0,0,0,cylinder_portable,3,1,0.1,0,4,3,2,0,0,0,0,1,1,0,not_applicable,2022,5,14,asthma_severe,9,5,1,4,0,256.0,2.0,0,solar,36
3713,district_hospital,O2_0138,peri_urban,5,0,0,0,0,none,0,0,0.7,0,8,3,21,0,0,0,0,1,1,0,not_applicable,2021,6,13,heart_failure,6,7,0,4,0,273.0,151.0,0,grid_reliable,4
3714,district_hospital,O2_0069,peri_urban,21,0,0,0,0,LOX_bulk_tank,0,0,1.0,0,4,6,57,0,1,1,0,1,0,5,power_outage,2021,6,8,surgical_anaesthesia,3,5,1,2,0,213.0,20.0,0,generator_only,2
3715,district_hospital,O2_0027,rural,5,0,0,0,0,cylinder_piped,0,0,13.3,0,2,5,0,0,1,1,1,0,0,7,empty_cylinders_not_collected,2023,1,14,pneumonia_child,0,14,0,10,0,378.0,56.0,0,grid_reliable,18
3716,district_hospital,O2_0013,peri_urban,52,0,0,0,0,cylinder_piped,2,1,0.3,1,2,3,1,0,1,1,0,0,0,8,power_outage,2023,5,15,severe_malaria,0,15,0,7,7,222.0,310.0,0,none,31
3717,district_hospital,O2_0138,urban,57,0,0,0,0,cylinder_portable,2,1,6.5,0,5,4,17,0,1,0,0,1,1,0,not_applicable,2024,1,10,pneumonia_adult,6,4,1,2,0,270.0,62.0,1,grid_reliable,3
3718,district_hospital,O2_0198,peri_urban,27,0,1,0,0,none,0,0,5.1,0,4,5,57,0,1,1,1,1,1,0,not_applicable,2024,5,11,pneumonia_adult,2,9,0,3,0,197.0,23.0,0,generator_only,9
3719,district_hospital,O2_0176,peri_urban,98,0,0,0,0,cylinder_portable,0,0,9.1,0,4,5,29,0,0,0,0,0,0,3,power_outage,2021,7,9,COPD_exacerbation,0,9,0,3,3,132.0,63.0,0,grid_unreliable,22
3720,district_hospital,O2_0025,rural,5,0,0,0,0,oxygen_concentrator,4,0,3.5,0,4,2,47,0,0,0,0,1,1,1,cylinder_delivery_delay,2021,6,9,surgical_anaesthesia,3,6,1,3,0,219.0,188.0,1,solar,2
3721,district_hospital,O2_0001,urban,5,0,0,0,0,cylinder_portable,0,0,4.7,0,3,3,25,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,8,10,neonatal_respiratory,0,10,0,4,5,180.0,17.0,1,none,0
3722,district_hospital,O2_0002,peri_urban,69,0,1,0,0,cylinder_piped,0,0,7.8,0,4,6,8,0,0,0,0,0,0,10,no_oxygen_source,2021,7,14,sepsis,0,14,0,6,4,118.0,56.0,1,none,1
3723,district_hospital,O2_0167,peri_urban,150,0,0,0,1,oxygen_concentrator,0,0,6.8,1,3,3,24,0,0,0,0,1,1,0,not_applicable,2024,8,8,pneumonia_child,2,6,1,3,0,213.0,12.0,1,grid_unreliable,33
3724,district_hospital,O2_0028,peri_urban,7,0,0,0,0,cylinder_piped,0,0,3.3,0,4,7,49,0,0,0,0,1,1,6,cylinder_delivery_delay,2024,10,3,pneumonia_child,1,2,0,0,0,151.0,7.0,0,none,9
3725,district_hospital,O2_0057,rural,75,0,0,0,0,LOX_bulk_tank,0,0,9.8,0,4,5,32,0,1,1,1,1,1,0,not_applicable,2024,11,12,surgical_anaesthesia,9,3,0,1,0,212.0,90.0,0,none,26
3726,district_hospital,O2_0175,peri_urban,43,0,0,0,0,LOX_bulk_tank,0,0,0.8,0,2,3,8,0,1,0,0,1,0,0,not_applicable,2022,10,8,COPD_exacerbation,2,6,1,1,0,197.0,18.0,0,none,5
3727,district_hospital,O2_0059,rural,125,0,0,0,1,cylinder_piped,0,0,0.3,1,4,7,1,0,0,0,0,1,1,0,not_applicable,2024,1,13,trauma,4,9,0,5,0,167.0,8.0,0,grid_reliable,17
3728,district_hospital,O2_0010,urban,101,0,0,0,0,oxygen_concentrator,2,0,6.4,1,5,3,40,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,4,23,COPD_exacerbation,0,23,0,14,6,87.0,88.0,0,solar,7
3729,district_hospital,O2_0039,peri_urban,10,0,0,0,0,oxygen_concentrator,0,0,1.2,0,2,4,41,0,0,0,0,0,0,5,concentrator_malfunction,2024,8,13,COVID19_severe,0,13,0,8,7,167.0,5.0,1,none,19
3730,district_hospital,O2_0093,rural,140,0,0,0,0,oxygen_concentrator,1,0,3.7,0,5,4,1,0,1,0,0,0,0,10,cylinder_delivery_delay,2023,4,13,pneumonia_adult,0,13,0,6,3,311.0,56.0,0,grid_unreliable,5
3731,district_hospital,O2_0084,peri_urban,42,0,0,0,0,LOX_bulk_tank,0,0,14.0,0,4,2,62,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,11,14,surgical_anaesthesia,0,14,0,4,4,164.0,2.0,0,solar,23
3732,district_hospital,O2_0118,urban,41,0,0,0,0,oxygen_concentrator,3,2,3.2,0,2,5,15,0,1,0,0,1,0,0,not_applicable,2021,10,9,pneumonia_adult,6,3,1,1,0,256.0,15.0,1,grid_unreliable,6
3733,district_hospital,O2_0115,peri_urban,5,0,0,0,0,oxygen_concentrator,4,1,1.6,0,5,5,1,0,0,0,0,0,0,3,regulator_valve_failure,2023,4,12,heart_failure,0,12,0,7,6,124.0,5.0,0,solar,42
3734,district_hospital,O2_0066,rural,14,0,0,0,0,cylinder_portable,0,0,1.2,0,2,5,21,0,0,0,0,1,0,0,not_applicable,2024,1,14,COPD_exacerbation,6,8,1,3,0,201.0,12.0,0,grid_unreliable,0
3735,district_hospital,O2_0195,rural,91,0,0,0,0,cylinder_piped,0,0,1.8,1,5,3,20,0,1,1,0,0,0,19,concentrator_malfunction,2021,3,10,pneumonia_adult,0,10,0,6,2,99.0,38.0,1,none,1
3736,district_hospital,O2_0092,rural,61,0,0,0,0,oxygen_concentrator,0,0,2.3,0,2,4,42,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,10,8,neonatal_respiratory,0,8,0,3,2,293.0,74.0,0,none,2
3737,district_hospital,O2_0083,rural,90,0,0,0,0,oxygen_concentrator,3,2,8.1,0,2,7,24,0,0,0,0,1,1,0,not_applicable,2023,12,15,COVID19_severe,5,10,0,6,0,171.0,6.0,0,grid_unreliable,1
3738,district_hospital,O2_0102,rural,22,0,1,0,0,none,0,0,12.6,0,0,4,14,0,0,0,0,0,0,1,funding_for_refill,2024,7,11,neonatal_respiratory,0,11,0,3,6,172.0,15.0,0,grid_unreliable,0
3739,district_hospital,O2_0180,rural,76,0,0,0,0,cylinder_portable,0,0,2.4,0,3,10,8,0,1,1,0,0,0,7,cylinder_delivery_delay,2024,2,14,other_hypoxemia,0,14,0,10,0,251.0,87.0,0,grid_unreliable,12
3740,district_hospital,O2_0044,peri_urban,18,0,0,0,0,cylinder_portable,0,0,0.6,0,1,2,24,0,0,0,0,0,0,15,funding_for_refill,2023,3,7,neonatal_respiratory,0,7,0,5,2,287.0,2.0,1,grid_unreliable,4
3741,district_hospital,O2_0184,urban,110,0,0,0,0,cylinder_portable,0,0,4.2,0,2,3,13,0,0,0,0,1,1,0,not_applicable,2024,10,12,pneumonia_child,3,9,1,4,0,193.0,25.0,1,generator_only,6
3742,district_hospital,O2_0043,rural,124,0,0,0,0,cylinder_piped,0,0,2.8,0,1,7,23,0,1,0,0,0,0,1,concentrator_malfunction,2024,1,7,heart_failure,0,7,0,3,3,257.0,2.0,0,none,18
3743,district_hospital,O2_0079,rural,76,0,0,0,0,cylinder_portable,1,0,1.6,0,3,6,3,0,0,0,0,0,0,20,PSA_plant_breakdown,2023,9,21,COVID19_severe,0,21,0,8,9,289.0,20.0,1,grid_unreliable,33
3744,district_hospital,O2_0091,rural,121,0,0,0,0,oxygen_concentrator,1,0,12.8,0,4,2,23,0,0,0,0,0,0,10,power_outage,2021,11,11,surgical_anaesthesia,0,11,0,5,4,194.0,112.0,0,grid_unreliable,13
3745,district_hospital,O2_0149,peri_urban,64,0,0,0,0,cylinder_portable,0,0,2.7,0,0,2,74,0,1,0,0,0,0,4,funding_for_refill,2024,11,13,trauma,0,13,0,6,4,229.0,31.0,1,solar,1
3746,district_hospital,O2_0001,peri_urban,5,0,0,0,0,cylinder_portable,0,0,8.2,0,1,4,6,0,1,0,0,1,1,13,concentrator_malfunction,2024,2,11,asthma_severe,5,6,1,4,0,358.0,21.0,0,none,27
3747,district_hospital,O2_0044,urban,61,0,0,0,0,LOX_bulk_tank,0,0,1.8,0,4,2,10,0,1,1,0,0,0,15,power_outage,2021,1,6,asthma_severe,0,6,0,4,1,153.0,72.0,0,none,54
3748,district_hospital,O2_0002,peri_urban,27,0,0,0,0,none,0,0,10.8,0,5,2,21,0,0,0,0,1,1,0,not_applicable,2024,8,12,trauma,5,7,1,4,0,224.0,59.0,0,none,5
3749,district_hospital,O2_0169,peri_urban,22,0,0,0,0,cylinder_piped,0,0,7.6,0,3,3,16,0,0,0,0,0,0,9,funding_for_refill,2024,8,10,COPD_exacerbation,0,10,0,6,2,178.0,23.0,1,grid_unreliable,14
3750,district_hospital,O2_0086,peri_urban,125,0,0,0,0,oxygen_concentrator,1,0,0.3,0,3,5,6,0,0,0,0,1,1,0,not_applicable,2023,2,12,COVID19_severe,7,5,0,1,0,178.0,95.0,0,none,53
3751,district_hospital,O2_0140,peri_urban,35,0,0,0,0,oxygen_concentrator,3,1,1.4,0,3,2,86,0,0,0,0,0,0,6,funding_for_refill,2024,8,11,sepsis,0,11,0,5,4,202.0,66.0,0,grid_reliable,16
3752,district_hospital,O2_0188,rural,72,0,0,0,0,cylinder_portable,0,0,4.1,0,3,4,13,0,0,0,0,1,0,10,cylinder_delivery_delay,2022,10,11,COVID19_severe,3,8,0,3,0,255.0,38.0,0,none,5
3753,district_hospital,O2_0013,peri_urban,60,0,0,0,0,cylinder_portable,0,0,1.2,0,2,3,52,0,0,0,0,0,0,9,empty_cylinders_not_collected,2024,2,13,surgical_anaesthesia,0,13,0,7,0,153.0,410.0,1,grid_unreliable,3
3754,district_hospital,O2_0098,peri_urban,47,0,0,0,0,none,0,0,3.7,1,5,6,9,0,0,0,0,1,1,0,not_applicable,2022,7,8,COPD_exacerbation,2,6,1,2,0,300.0,48.0,0,grid_reliable,14
3755,district_hospital,O2_0068,peri_urban,14,0,0,0,0,cylinder_portable,0,0,5.1,0,0,4,13,0,0,0,0,1,0,0,not_applicable,2021,12,14,severe_malaria,3,11,0,8,0,177.0,9.0,1,grid_reliable,51
3756,district_hospital,O2_0189,peri_urban,54,0,0,0,0,none,0,0,4.8,0,5,3,27,0,0,0,0,1,1,0,not_applicable,2022,8,13,neonatal_respiratory,3,10,0,5,0,268.0,53.0,1,grid_unreliable,9
3757,district_hospital,O2_0138,urban,62,0,0,0,0,cylinder_portable,0,0,5.7,0,3,4,19,0,1,1,1,1,1,1,piping_system_leak,2022,2,15,pneumonia_adult,8,7,1,3,0,189.0,35.0,0,grid_unreliable,12
3758,district_hospital,O2_0087,urban,33,0,0,0,0,oxygen_concentrator,3,1,9.0,0,0,2,4,0,1,0,0,1,0,0,not_applicable,2022,6,16,trauma,9,7,0,3,0,237.0,34.0,1,none,9
3759,district_hospital,O2_0187,urban,73,0,0,0,0,oxygen_concentrator,1,0,15.8,0,2,5,94,0,0,0,0,1,1,0,not_applicable,2023,6,19,surgical_anaesthesia,15,4,0,2,0,197.0,85.0,1,solar,5
3760,district_hospital,O2_0147,urban,12,0,0,0,0,cylinder_portable,0,0,12.4,1,2,3,8,0,0,0,0,1,1,6,regulator_valve_failure,2021,5,15,pneumonia_adult,6,9,0,1,0,196.0,4.0,1,solar,13
3761,district_hospital,O2_0051,peri_urban,84,0,0,0,0,oxygen_concentrator,4,1,5.7,0,3,7,25,0,0,0,0,1,1,0,not_applicable,2024,4,10,neonatal_respiratory,4,6,0,4,0,185.0,22.0,0,grid_reliable,0
3762,district_hospital,O2_0150,urban,48,0,0,1,0,oxygen_concentrator,3,2,7.0,0,2,4,36,0,0,0,0,0,0,22,cylinder_delivery_delay,2022,3,11,COVID19_severe,0,11,0,6,2,83.0,26.0,1,grid_reliable,3
3763,district_hospital,O2_0121,urban,23,0,0,0,0,none,0,0,1.7,0,5,7,7,0,0,0,0,1,1,0,not_applicable,2022,7,14,COPD_exacerbation,11,3,0,2,0,272.0,71.0,1,grid_reliable,70
3764,district_hospital,O2_0047,peri_urban,67,0,0,0,0,oxygen_concentrator,2,0,5.6,0,6,2,8,0,1,0,0,0,0,19,demand_surge,2021,2,13,neonatal_respiratory,0,13,0,2,5,180.0,34.0,1,grid_reliable,13
3765,district_hospital,O2_0038,urban,101,0,0,0,0,oxygen_concentrator,2,0,10.6,0,4,2,4,0,1,0,0,0,0,1,cylinder_delivery_delay,2023,3,9,COPD_exacerbation,0,9,0,8,2,190.0,1.0,0,grid_reliable,3
3766,district_hospital,O2_0111,rural,99,0,0,0,0,cylinder_piped,0,0,5.3,0,4,6,34,0,0,0,0,0,0,1,power_outage,2022,2,18,neonatal_respiratory,0,18,0,8,2,82.0,5.0,0,grid_unreliable,28
3767,district_hospital,O2_0125,urban,138,0,0,0,0,none,0,0,3.5,0,4,3,34,0,1,0,0,0,0,30,power_outage,2021,7,8,trauma,0,8,0,6,3,389.0,12.0,0,solar,5
3768,district_hospital,O2_0179,peri_urban,5,0,0,0,0,none,0,0,3.8,0,4,4,39,0,1,0,0,1,0,5,power_outage,2024,1,8,other_hypoxemia,3,5,1,2,0,161.0,7.0,0,grid_unreliable,15
3769,district_hospital,O2_0148,rural,95,0,0,0,0,cylinder_portable,0,0,1.7,1,4,5,8,0,0,0,0,1,1,0,not_applicable,2023,8,7,neonatal_respiratory,4,3,1,1,0,167.0,28.0,0,grid_unreliable,11
3770,district_hospital,O2_0144,rural,27,1,0,0,0,oxygen_concentrator,0,0,0.9,0,3,5,0,0,0,0,0,0,0,12,empty_cylinders_not_collected,2024,6,12,pneumonia_adult,0,12,0,3,4,208.0,54.0,0,none,3
3771,district_hospital,O2_0177,rural,48,1,0,0,0,cylinder_piped,0,0,4.6,0,1,2,20,0,0,0,0,1,1,0,not_applicable,2024,8,12,pneumonia_child,5,7,1,4,0,41.0,36.0,0,grid_unreliable,9
3772,district_hospital,O2_0132,rural,89,0,0,0,0,cylinder_portable,1,0,11.9,0,3,1,57,0,0,0,0,1,1,14,concentrator_malfunction,2023,10,20,pneumonia_child,9,11,1,6,0,156.0,24.0,1,none,4
3773,district_hospital,O2_0028,peri_urban,31,0,0,0,0,oxygen_concentrator,6,3,1.5,1,3,6,20,0,0,0,0,0,0,2,concentrator_malfunction,2024,11,8,pneumonia_adult,0,8,0,0,3,32.0,32.0,1,none,0
3774,district_hospital,O2_0102,rural,30,0,0,0,0,cylinder_portable,0,0,6.0,0,2,3,75,0,0,0,0,0,0,30,power_outage,2023,4,11,neonatal_respiratory,0,11,0,5,4,224.0,8.0,0,generator_only,9
3775,district_hospital,O2_0099,urban,137,0,0,0,0,oxygen_concentrator,1,0,2.5,0,3,5,15,0,0,0,0,1,1,0,not_applicable,2022,5,8,asthma_severe,3,5,0,4,0,224.0,6.0,1,grid_reliable,21
3776,district_hospital,O2_0028,peri_urban,73,0,0,0,0,cylinder_portable,0,0,1.2,0,5,5,79,0,0,0,0,1,1,0,not_applicable,2023,3,12,sepsis,6,6,0,1,0,72.0,7.0,0,none,18
3777,district_hospital,O2_0180,rural,34,0,0,0,0,cylinder_portable,2,0,1.0,0,5,3,26,0,0,0,0,0,0,1,power_outage,2023,11,14,COVID19_severe,0,14,0,7,5,49.0,4.0,1,grid_reliable,0
3778,district_hospital,O2_0046,rural,90,0,0,0,0,cylinder_piped,0,0,4.4,0,3,7,1,0,1,0,0,1,1,0,not_applicable,2023,6,16,pneumonia_child,11,5,0,3,0,204.0,87.0,0,none,3
3779,district_hospital,O2_0024,rural,49,0,0,0,0,none,2,0,0.2,1,3,3,27,0,0,0,0,1,1,5,empty_cylinders_not_collected,2024,2,12,pneumonia_child,4,8,1,5,0,83.0,8.0,0,grid_unreliable,7
3780,district_hospital,O2_0017,peri_urban,74,0,0,0,0,cylinder_piped,0,0,1.6,0,6,6,34,0,1,0,0,0,0,19,demand_surge,2022,5,15,severe_malaria,0,15,0,9,5,278.0,21.0,1,none,2
3781,district_hospital,O2_0042,rural,9,0,0,0,0,none,0,0,1.7,1,4,3,10,0,1,0,0,0,0,11,power_outage,2022,3,9,COVID19_severe,0,9,0,6,3,264.0,15.0,0,grid_unreliable,24
3782,district_hospital,O2_0105,peri_urban,41,0,0,0,0,oxygen_concentrator,2,1,3.3,0,4,5,12,0,0,0,0,1,1,9,concentrator_malfunction,2023,6,12,severe_malaria,5,7,1,5,0,110.0,60.0,1,grid_unreliable,17
3783,district_hospital,O2_0167,rural,5,0,0,0,0,none,0,0,11.6,0,4,8,0,0,0,0,0,0,0,5,concentrator_malfunction,2022,12,12,severe_malaria,0,12,0,7,1,158.0,77.0,0,generator_only,18
3784,district_hospital,O2_0139,rural,77,0,0,0,0,oxygen_concentrator,1,0,2.7,0,3,1,6,0,0,0,0,1,1,0,not_applicable,2023,4,6,surgical_anaesthesia,0,6,0,3,0,179.0,39.0,1,none,7
3785,district_hospital,O2_0006,urban,40,0,0,0,0,cylinder_portable,0,0,3.5,0,2,2,47,0,0,0,0,0,0,10,supplier_stockout,2023,8,12,surgical_anaesthesia,0,12,0,7,3,238.0,55.0,1,none,11
3786,district_hospital,O2_0169,rural,90,0,0,0,0,cylinder_portable,0,0,9.4,0,6,7,0,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,10,16,heart_failure,0,16,0,5,10,126.0,69.0,1,grid_unreliable,1
3787,district_hospital,O2_0008,rural,57,0,0,0,0,oxygen_concentrator,2,0,0.3,0,2,3,16,0,0,0,0,1,0,0,not_applicable,2022,1,8,heart_failure,2,6,0,1,0,129.0,19.0,0,none,18
3788,district_hospital,O2_0084,urban,34,0,0,0,0,none,0,0,9.2,1,2,3,7,0,0,0,0,1,1,1,piping_system_leak,2024,3,14,sepsis,5,9,0,4,0,124.0,34.0,0,solar,8
3789,district_hospital,O2_0145,peri_urban,53,0,0,0,0,cylinder_piped,0,0,0.7,1,3,5,21,0,0,0,0,1,1,0,not_applicable,2023,8,13,pneumonia_child,5,8,0,4,0,177.0,20.0,0,grid_unreliable,17
3790,district_hospital,O2_0141,rural,60,0,0,0,0,none,0,0,3.3,0,1,5,11,0,1,0,0,1,0,0,not_applicable,2021,2,9,COVID19_severe,4,5,0,3,0,302.0,48.0,0,solar,5
3791,district_hospital,O2_0049,urban,65,0,1,0,0,oxygen_concentrator,2,0,22.0,1,3,2,4,0,1,1,0,1,0,0,not_applicable,2024,4,6,COVID19_severe,1,5,0,0,0,254.0,32.0,1,grid_reliable,22
3792,district_hospital,O2_0179,peri_urban,14,0,0,0,0,cylinder_portable,0,0,0.7,0,3,3,1,0,0,0,0,1,1,0,not_applicable,2024,5,10,severe_malaria,2,8,0,3,0,164.0,58.0,0,solar,31
3793,district_hospital,O2_0009,rural,124,0,0,0,0,cylinder_portable,0,0,8.3,0,5,8,2,0,1,1,0,0,0,1,power_outage,2022,11,12,other_hypoxemia,0,12,0,5,3,25.0,33.0,0,none,13
3794,district_hospital,O2_0182,rural,95,0,0,0,0,oxygen_concentrator,4,0,4.9,0,4,3,0,0,0,0,0,1,1,4,power_outage,2023,9,11,pneumonia_child,5,6,1,3,0,276.0,82.0,0,grid_unreliable,40
3795,district_hospital,O2_0035,peri_urban,82,0,0,0,0,cylinder_portable,0,0,1.1,0,3,5,1,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,6,16,severe_malaria,0,16,0,4,6,254.0,40.0,0,none,1
3796,district_hospital,O2_0012,peri_urban,31,0,0,0,0,cylinder_portable,0,0,8.7,1,2,9,47,0,0,0,0,1,0,0,not_applicable,2023,5,15,COVID19_severe,4,11,1,3,0,251.0,11.0,0,grid_unreliable,1
3797,district_hospital,O2_0057,peri_urban,56,0,0,0,1,oxygen_concentrator,2,1,1.4,1,2,5,6,0,0,0,0,0,0,22,concentrator_malfunction,2024,10,12,surgical_anaesthesia,0,12,0,7,4,332.0,97.0,1,grid_unreliable,48
3798,district_hospital,O2_0140,rural,7,0,0,0,0,cylinder_piped,6,0,0.1,0,9,4,86,0,0,0,0,1,0,2,concentrator_malfunction,2023,11,14,COVID19_severe,10,4,1,3,0,104.0,20.0,1,grid_unreliable,23
3799,district_hospital,O2_0150,rural,69,0,0,0,0,oxygen_concentrator,2,1,0.6,0,2,5,1,0,0,0,0,0,0,25,power_outage,2023,6,16,surgical_anaesthesia,0,16,0,5,1,322.0,28.0,1,grid_unreliable,13
3800,district_hospital,O2_0192,rural,104,0,0,0,0,cylinder_portable,0,0,5.8,0,5,3,1,0,1,0,0,1,1,1,empty_cylinders_not_collected,2024,2,11,severe_malaria,4,7,0,3,0,315.0,25.0,0,none,9
3801,district_hospital,O2_0023,peri_urban,69,0,0,0,0,oxygen_concentrator,1,0,1.3,0,3,2,0,0,1,0,0,0,0,7,piping_system_leak,2022,9,13,sepsis,0,13,0,5,3,206.0,147.0,0,solar,3
3802,district_hospital,O2_0145,urban,20,0,0,0,0,oxygen_concentrator,1,0,2.0,0,0,5,0,0,0,0,0,1,1,0,not_applicable,2023,9,12,heart_failure,3,9,1,5,0,114.0,15.0,1,solar,3
3803,district_hospital,O2_0057,rural,168,0,0,0,1,cylinder_piped,0,0,13.0,1,4,3,76,0,0,0,0,1,1,0,not_applicable,2023,2,15,COVID19_severe,7,8,0,4,0,328.0,23.0,0,none,1
3804,district_hospital,O2_0070,peri_urban,38,0,0,0,0,none,0,0,0.6,1,3,1,2,0,1,0,0,1,1,0,not_applicable,2022,1,14,severe_malaria,6,8,1,4,0,76.0,186.0,1,none,10
3805,district_hospital,O2_0103,urban,98,0,0,0,0,cylinder_portable,2,1,12.4,0,4,3,19,0,0,0,0,0,0,7,power_outage,2022,6,10,COVID19_severe,0,10,0,5,2,186.0,97.0,0,grid_unreliable,7
3806,district_hospital,O2_0069,rural,82,0,0,0,0,oxygen_concentrator,4,1,0.7,0,8,4,10,0,0,0,0,0,0,12,supplier_stockout,2023,10,10,COVID19_severe,0,10,0,5,0,168.0,37.0,1,grid_unreliable,5
3807,district_hospital,O2_0012,peri_urban,29,0,0,0,0,oxygen_concentrator,2,0,0.7,0,5,4,39,0,0,0,0,1,1,0,not_applicable,2024,5,16,heart_failure,9,7,0,4,0,328.0,121.0,0,none,11
3808,district_hospital,O2_0166,rural,38,0,0,0,0,cylinder_portable,1,0,11.2,0,2,3,29,0,0,0,0,0,0,1,concentrator_malfunction,2023,1,19,other_hypoxemia,0,19,0,8,7,324.0,34.0,0,solar,61
3809,district_hospital,O2_0080,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,3.5,0,1,7,2,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,7,10,COVID19_severe,0,10,0,6,0,105.0,25.0,0,solar,8
3810,district_hospital,O2_0123,rural,79,0,0,0,0,oxygen_concentrator,1,0,0.9,0,2,4,6,0,0,0,0,1,0,0,not_applicable,2022,3,15,severe_malaria,1,14,1,5,0,208.0,6.0,0,none,1
3811,district_hospital,O2_0115,peri_urban,12,0,0,0,0,cylinder_piped,0,0,6.9,0,6,1,1,0,0,0,0,0,0,1,power_outage,2024,2,15,COPD_exacerbation,0,15,0,7,7,184.0,86.0,1,none,14
3812,district_hospital,O2_0133,rural,117,0,0,0,0,cylinder_portable,0,0,0.8,0,1,5,23,0,0,0,0,1,1,2,concentrator_malfunction,2023,8,11,pneumonia_adult,4,7,0,3,0,197.0,15.0,0,grid_unreliable,20
3813,district_hospital,O2_0103,peri_urban,22,0,0,0,0,cylinder_portable,0,0,8.6,0,2,2,22,0,0,0,0,1,0,0,not_applicable,2023,3,9,neonatal_respiratory,3,6,0,4,0,309.0,3.0,0,grid_unreliable,18
3814,district_hospital,O2_0094,rural,63,0,0,0,0,oxygen_concentrator,1,0,6.3,0,4,4,37,0,0,0,0,0,0,15,concentrator_malfunction,2022,1,9,COVID19_severe,0,9,0,3,1,184.0,44.0,0,solar,21
3815,district_hospital,O2_0036,rural,20,0,0,1,0,cylinder_piped,0,0,16.4,0,3,4,9,0,0,0,0,1,1,4,cylinder_delivery_delay,2024,3,5,pneumonia_child,1,4,1,3,0,169.0,98.0,1,grid_reliable,24
3816,district_hospital,O2_0096,urban,74,0,0,0,0,none,1,0,4.1,0,3,4,1,0,0,0,0,0,0,6,power_outage,2021,3,8,heart_failure,0,8,0,3,1,221.0,7.0,0,solar,16
3817,district_hospital,O2_0092,rural,120,0,0,0,0,cylinder_portable,7,1,0.3,0,3,9,6,0,0,0,0,0,0,1,power_outage,2021,3,18,pneumonia_adult,0,18,0,9,3,208.0,82.0,0,none,11
3818,district_hospital,O2_0030,peri_urban,69,0,0,0,0,cylinder_portable,2,1,6.1,0,5,3,2,0,1,0,0,0,0,2,funding_for_refill,2023,9,12,pneumonia_child,0,12,0,5,4,354.0,0.0,0,none,33
3819,district_hospital,O2_0044,peri_urban,40,0,0,0,0,cylinder_portable,0,0,2.1,1,3,3,33,0,0,0,0,1,1,0,not_applicable,2022,7,11,pneumonia_child,3,8,0,4,0,0.0,21.0,0,none,1
3820,district_hospital,O2_0003,peri_urban,5,0,0,0,0,cylinder_portable,0,0,7.0,0,3,6,21,0,1,1,1,0,0,17,cylinder_delivery_delay,2023,12,11,severe_malaria,0,11,0,6,4,179.0,8.0,1,none,24
3821,district_hospital,O2_0173,rural,71,0,0,0,1,oxygen_concentrator,3,0,0.9,1,2,3,31,0,0,0,0,0,0,1,demand_surge,2024,1,14,pneumonia_adult,0,14,0,6,7,247.0,31.0,0,grid_unreliable,17
3822,district_hospital,O2_0172,rural,61,0,0,0,0,cylinder_piped,0,0,4.5,0,5,6,41,0,0,0,0,1,1,0,not_applicable,2021,4,10,pneumonia_adult,4,6,0,1,0,215.0,29.0,1,solar,9
3823,district_hospital,O2_0005,rural,29,0,0,0,0,cylinder_piped,2,1,4.4,0,2,4,5,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,7,16,severe_malaria,6,10,0,5,0,134.0,11.0,0,generator_only,0
3824,district_hospital,O2_0077,urban,45,0,0,0,0,none,0,0,3.5,0,1,6,23,0,0,0,0,1,1,0,not_applicable,2023,6,17,other_hypoxemia,6,11,0,5,0,161.0,39.0,1,grid_unreliable,1
3825,district_hospital,O2_0009,peri_urban,53,0,0,0,0,cylinder_piped,0,0,6.2,0,1,4,53,0,0,0,0,1,0,0,not_applicable,2021,9,7,pneumonia_adult,4,3,1,1,0,104.0,7.0,1,solar,3
3826,district_hospital,O2_0045,urban,28,0,0,0,0,none,0,0,7.7,0,1,6,8,0,1,0,0,0,0,11,PSA_plant_breakdown,2023,6,9,pneumonia_child,0,9,0,3,1,233.0,16.0,1,grid_unreliable,3
3827,district_hospital,O2_0058,peri_urban,85,1,0,0,0,oxygen_concentrator,1,0,3.3,0,1,4,45,0,0,0,0,0,0,2,funding_for_refill,2021,10,11,COVID19_severe,0,11,0,6,4,284.0,40.0,0,generator_only,11
3828,district_hospital,O2_0146,peri_urban,91,0,0,0,0,oxygen_concentrator,4,3,3.8,0,0,5,6,0,0,0,0,1,1,0,not_applicable,2024,12,8,neonatal_respiratory,5,3,0,2,0,150.0,1.0,1,grid_reliable,0
3829,district_hospital,O2_0190,peri_urban,28,0,0,0,0,oxygen_concentrator,5,4,15.0,0,7,4,4,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,10,15,asthma_severe,0,15,0,3,6,187.0,3.0,0,grid_unreliable,26
3830,district_hospital,O2_0078,peri_urban,91,0,0,0,0,cylinder_portable,0,0,3.9,0,3,3,6,0,0,0,0,0,0,4,concentrator_malfunction,2023,4,14,surgical_anaesthesia,0,14,0,6,3,220.0,53.0,1,grid_reliable,1
3831,district_hospital,O2_0075,peri_urban,52,0,0,0,0,oxygen_concentrator,1,0,1.2,0,4,3,53,0,0,0,0,0,0,8,PSA_plant_breakdown,2024,12,12,pneumonia_child,0,12,0,6,5,203.0,18.0,0,grid_unreliable,3
3832,district_hospital,O2_0178,peri_urban,127,0,0,0,0,oxygen_concentrator,1,0,3.8,0,2,9,0,0,0,0,0,0,0,3,PSA_plant_breakdown,2022,4,12,asthma_severe,0,12,0,8,5,363.0,261.0,1,generator_only,39
3833,district_hospital,O2_0168,urban,30,0,0,1,0,cylinder_piped,0,0,9.5,0,4,3,9,0,0,0,0,1,1,0,not_applicable,2024,7,16,severe_malaria,5,11,0,6,0,183.0,55.0,0,none,59
3834,district_hospital,O2_0031,peri_urban,84,1,0,0,0,none,0,0,5.3,1,3,5,1,0,0,0,0,0,0,17,funding_for_refill,2022,3,15,asthma_severe,0,15,0,6,7,184.0,19.0,0,generator_only,1
3835,district_hospital,O2_0114,rural,63,0,0,0,0,none,0,0,0.6,0,0,5,4,0,1,0,0,0,0,10,power_outage,2021,2,13,surgical_anaesthesia,0,13,0,8,5,127.0,99.0,1,grid_unreliable,35
3836,district_hospital,O2_0074,rural,34,0,0,0,0,cylinder_portable,0,0,8.3,1,6,4,8,0,1,1,1,0,0,4,power_outage,2023,7,15,COVID19_severe,0,15,0,6,3,101.0,15.0,1,grid_unreliable,4
3837,district_hospital,O2_0103,urban,104,0,0,0,0,cylinder_piped,0,0,0.5,0,5,8,0,0,0,0,0,1,1,4,power_outage,2021,8,10,COVID19_severe,1,9,1,4,0,129.0,6.0,0,grid_unreliable,17
3838,district_hospital,O2_0105,rural,58,0,0,0,0,oxygen_concentrator,2,0,3.2,0,3,4,10,0,0,0,0,0,0,27,cylinder_delivery_delay,2023,6,15,other_hypoxemia,0,15,0,9,3,148.0,44.0,1,generator_only,41
3839,district_hospital,O2_0086,urban,5,0,0,0,0,cylinder_portable,0,0,6.7,0,3,2,16,0,1,0,0,0,0,2,concentrator_malfunction,2021,12,16,surgical_anaesthesia,0,16,0,5,4,247.0,22.0,0,grid_unreliable,21
3840,district_hospital,O2_0181,peri_urban,11,0,0,0,0,none,0,0,4.5,0,4,7,6,0,0,0,0,0,0,7,cylinder_delivery_delay,2023,12,13,pneumonia_child,0,13,0,5,6,102.0,13.0,1,grid_unreliable,17
3841,district_hospital,O2_0123,peri_urban,55,0,1,0,0,cylinder_piped,0,0,10.8,0,6,2,10,0,0,0,0,1,1,0,not_applicable,2024,11,15,trauma,4,11,1,2,0,58.0,98.0,0,generator_only,6
3842,district_hospital,O2_0162,peri_urban,67,0,0,1,0,oxygen_concentrator,1,0,1.8,1,4,3,9,0,0,0,0,1,1,1,funding_for_refill,2024,9,12,heart_failure,4,8,0,3,0,252.0,66.0,0,solar,20
3843,district_hospital,O2_0032,peri_urban,96,0,0,0,0,oxygen_concentrator,1,0,0.4,0,2,6,12,0,0,0,0,0,0,13,power_outage,2024,2,14,pneumonia_child,0,14,0,5,3,361.0,156.0,0,generator_only,20
3844,district_hospital,O2_0048,urban,79,0,0,0,0,none,0,0,2.4,0,3,5,39,0,0,0,0,1,1,0,not_applicable,2023,8,12,pneumonia_adult,5,7,0,3,0,275.0,3.0,1,grid_reliable,18
3845,district_hospital,O2_0188,rural,80,0,0,0,0,oxygen_concentrator,2,1,0.6,0,5,3,2,0,1,1,0,0,0,8,cylinder_delivery_delay,2024,12,16,heart_failure,0,16,0,11,7,244.0,7.0,0,grid_unreliable,21
3846,district_hospital,O2_0083,urban,35,1,0,0,0,cylinder_piped,0,0,2.2,0,2,2,20,0,0,0,0,0,0,25,cylinder_delivery_delay,2023,2,10,sepsis,0,10,0,3,3,272.0,36.0,1,solar,23
3847,district_hospital,O2_0095,rural,118,0,0,0,0,oxygen_concentrator,2,0,8.1,0,3,4,53,0,1,0,0,1,1,0,not_applicable,2023,11,11,pneumonia_adult,5,6,0,3,0,127.0,13.0,1,solar,1
3848,district_hospital,O2_0167,peri_urban,46,0,0,0,0,cylinder_portable,3,1,0.6,0,1,3,7,0,1,0,0,0,0,7,empty_cylinders_not_collected,2023,5,5,pneumonia_child,0,5,0,2,1,321.0,251.0,1,grid_reliable,4
3849,district_hospital,O2_0141,peri_urban,8,0,0,0,0,cylinder_piped,2,0,1.1,0,5,1,22,0,1,1,1,1,1,0,not_applicable,2024,3,11,pneumonia_adult,4,7,1,1,0,310.0,30.0,1,grid_reliable,22
3850,district_hospital,O2_0006,peri_urban,68,0,0,0,0,cylinder_portable,0,0,6.4,0,5,5,15,0,0,0,0,1,1,0,not_applicable,2022,9,10,severe_malaria,4,6,0,2,0,171.0,13.0,1,none,17
3851,district_hospital,O2_0125,rural,58,0,0,0,0,oxygen_concentrator,1,0,13.8,0,2,8,57,0,1,0,0,1,0,0,not_applicable,2022,7,18,surgical_anaesthesia,3,15,0,4,0,142.0,39.0,0,grid_unreliable,27
3852,district_hospital,O2_0009,rural,41,0,0,0,0,oxygen_concentrator,2,1,0.1,0,3,5,19,0,0,0,0,1,1,8,PSA_plant_breakdown,2022,6,12,severe_malaria,6,6,1,1,0,181.0,10.0,0,none,32
3853,district_hospital,O2_0167,peri_urban,5,0,0,0,0,oxygen_concentrator,2,1,11.8,0,0,2,21,0,1,0,0,1,1,0,not_applicable,2024,10,19,pneumonia_adult,12,7,1,6,0,172.0,57.0,0,grid_reliable,24
3854,district_hospital,O2_0135,urban,5,0,0,0,0,cylinder_portable,2,0,3.8,0,2,3,5,0,1,0,0,0,0,10,power_outage,2024,7,12,COVID19_severe,0,12,0,7,4,225.0,0.0,1,grid_reliable,6
3855,district_hospital,O2_0159,rural,42,0,0,0,0,oxygen_concentrator,3,2,5.4,0,4,6,37,0,0,0,0,0,0,6,demand_surge,2022,5,13,heart_failure,0,13,0,4,3,263.0,12.0,0,grid_unreliable,11
3856,district_hospital,O2_0096,peri_urban,82,0,0,0,0,none,0,0,4.4,0,3,1,14,0,1,0,0,1,1,0,not_applicable,2024,1,9,pneumonia_child,2,7,0,4,0,237.0,60.0,1,grid_unreliable,34
3857,district_hospital,O2_0012,peri_urban,82,0,1,0,0,cylinder_portable,0,0,1.5,0,4,2,5,0,0,0,0,1,1,0,not_applicable,2022,8,13,trauma,3,10,0,4,0,241.0,21.0,1,generator_only,6
3858,district_hospital,O2_0013,urban,118,0,0,0,0,cylinder_portable,0,0,0.9,0,2,4,51,0,0,0,0,1,0,0,not_applicable,2023,2,6,neonatal_respiratory,3,3,0,2,0,240.0,15.0,0,grid_reliable,2
3859,district_hospital,O2_0039,peri_urban,52,0,0,0,0,none,2,0,4.7,0,3,4,5,0,0,0,0,0,0,3,power_outage,2024,6,13,pneumonia_adult,0,13,0,3,1,235.0,6.0,1,none,7
3860,district_hospital,O2_0048,peri_urban,48,0,0,0,0,cylinder_piped,0,0,11.4,0,5,5,1,0,0,0,0,0,0,5,concentrator_malfunction,2022,1,7,trauma,0,7,0,1,4,271.0,17.0,1,none,3
3861,district_hospital,O2_0160,rural,5,0,0,1,0,cylinder_piped,0,0,8.5,0,1,4,81,0,1,1,0,0,0,12,concentrator_malfunction,2023,3,9,surgical_anaesthesia,0,9,0,4,0,223.0,26.0,0,grid_unreliable,9
3862,district_hospital,O2_0058,rural,42,0,0,1,0,cylinder_portable,0,0,4.7,0,2,3,34,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,1,6,COPD_exacerbation,0,6,0,1,2,110.0,53.0,1,none,9
3863,district_hospital,O2_0040,rural,119,0,0,0,0,cylinder_piped,0,0,8.4,1,4,3,3,0,0,0,0,0,0,11,no_oxygen_source,2023,5,15,other_hypoxemia,0,15,0,7,2,140.0,24.0,1,grid_unreliable,11
3864,district_hospital,O2_0094,rural,41,0,0,0,0,oxygen_concentrator,2,0,0.3,1,2,8,4,0,1,0,0,1,0,0,not_applicable,2021,12,5,neonatal_respiratory,1,4,1,1,0,209.0,127.0,0,grid_unreliable,0
3865,district_hospital,O2_0045,peri_urban,101,0,0,0,0,none,0,0,1.0,0,4,7,18,0,0,0,0,1,0,0,not_applicable,2021,8,11,other_hypoxemia,5,6,0,4,0,164.0,70.0,0,none,2
3866,district_hospital,O2_0171,urban,91,0,0,0,0,cylinder_portable,0,0,5.9,0,2,2,70,0,1,0,0,0,0,9,concentrator_malfunction,2023,5,7,COPD_exacerbation,0,7,0,5,2,175.0,21.0,0,solar,1
3867,district_hospital,O2_0097,rural,83,0,0,0,0,oxygen_concentrator,3,0,11.7,1,7,7,24,0,0,0,0,1,1,0,not_applicable,2022,12,16,severe_malaria,8,8,0,5,0,156.0,39.0,0,generator_only,15
3868,district_hospital,O2_0124,peri_urban,16,0,0,0,0,oxygen_concentrator,4,1,1.6,0,4,3,12,0,1,0,0,0,0,7,concentrator_malfunction,2024,6,9,pneumonia_adult,0,9,0,4,4,279.0,95.0,0,grid_reliable,23
3869,district_hospital,O2_0026,urban,87,0,1,0,0,oxygen_concentrator,2,1,9.7,0,2,3,7,0,1,0,0,1,1,0,not_applicable,2024,9,11,neonatal_respiratory,4,7,0,5,0,164.0,102.0,1,none,28
3870,district_hospital,O2_0134,rural,58,0,0,0,0,oxygen_concentrator,0,0,1.5,0,5,4,3,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,7,15,COVID19_severe,0,15,0,9,4,255.0,6.0,0,generator_only,27
3871,district_hospital,O2_0034,rural,93,0,0,0,0,LOX_bulk_tank,2,0,1.5,0,3,4,63,0,1,1,0,0,0,22,piping_system_leak,2024,10,11,pneumonia_child,0,11,0,7,2,187.0,51.0,1,grid_unreliable,21
3872,district_hospital,O2_0065,peri_urban,91,0,0,0,0,none,0,0,7.8,0,2,2,50,0,0,0,0,1,0,1,power_outage,2021,4,15,surgical_anaesthesia,4,11,1,8,0,239.0,58.0,1,grid_reliable,0
3873,district_hospital,O2_0012,peri_urban,17,0,0,0,0,PSA_plant_onsite,0,0,12.6,0,2,4,33,0,1,0,0,1,1,0,not_applicable,2023,1,12,neonatal_respiratory,6,6,1,1,0,207.0,98.0,1,solar,12
3874,district_hospital,O2_0084,rural,5,0,0,0,0,cylinder_portable,0,0,2.1,0,6,6,8,0,0,0,0,0,0,8,concentrator_malfunction,2021,11,18,pneumonia_adult,0,18,0,7,7,265.0,67.0,0,grid_unreliable,12
3875,district_hospital,O2_0067,peri_urban,21,0,0,0,0,oxygen_concentrator,0,0,0.7,0,7,3,12,0,0,0,0,0,0,18,supplier_stockout,2021,8,11,severe_malaria,0,11,0,1,1,109.0,59.0,0,grid_unreliable,14
3876,district_hospital,O2_0193,peri_urban,105,0,0,0,0,cylinder_portable,0,0,5.0,0,2,1,18,0,0,0,0,0,0,3,concentrator_malfunction,2023,3,10,pneumonia_child,0,10,0,6,6,170.0,10.0,0,generator_only,13
3877,district_hospital,O2_0143,peri_urban,68,0,0,0,0,cylinder_portable,0,0,1.8,0,1,3,48,0,0,0,0,0,0,5,cylinder_delivery_delay,2023,3,12,surgical_anaesthesia,0,12,0,6,3,274.0,77.0,0,grid_unreliable,8
3878,district_hospital,O2_0050,urban,40,0,0,0,0,oxygen_concentrator,1,0,3.1,0,5,2,3,0,0,0,0,0,0,1,no_oxygen_source,2024,5,6,heart_failure,0,6,0,4,1,290.0,120.0,0,solar,15
3879,district_hospital,O2_0105,rural,125,0,0,0,0,cylinder_portable,0,0,3.7,0,1,2,38,0,0,0,0,0,0,10,funding_for_refill,2024,6,7,surgical_anaesthesia,0,7,0,0,1,279.0,118.0,0,grid_unreliable,2
3880,district_hospital,O2_0167,peri_urban,87,0,0,0,0,oxygen_concentrator,2,0,6.4,0,3,4,71,0,0,0,0,1,0,3,power_outage,2022,1,16,trauma,6,10,1,6,0,265.0,56.0,1,none,9
3881,district_hospital,O2_0184,rural,70,0,0,0,0,LOX_bulk_tank,0,0,0.7,0,10,4,93,0,0,0,0,0,0,2,supplier_stockout,2022,10,10,pneumonia_child,0,10,0,3,1,135.0,12.0,0,none,1
3882,district_hospital,O2_0013,rural,67,0,0,0,0,oxygen_concentrator,3,0,20.2,0,3,1,12,0,1,0,0,1,1,0,not_applicable,2024,8,7,neonatal_respiratory,2,5,0,2,0,149.0,157.0,0,none,6
3883,district_hospital,O2_0053,rural,11,0,0,0,0,cylinder_piped,1,0,4.3,0,5,2,10,0,0,0,0,1,1,0,not_applicable,2021,2,17,neonatal_respiratory,10,7,1,3,0,265.0,34.0,0,none,37
3884,district_hospital,O2_0071,rural,93,0,0,0,0,none,0,0,0.1,0,3,4,14,0,0,0,0,0,0,15,funding_for_refill,2023,10,9,surgical_anaesthesia,0,9,0,5,2,224.0,132.0,0,solar,7
3885,district_hospital,O2_0072,urban,85,0,0,0,0,cylinder_portable,0,0,5.7,0,2,3,17,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,11,23,COVID19_severe,0,23,0,8,5,152.0,94.0,1,grid_unreliable,0
3886,district_hospital,O2_0075,rural,94,0,0,0,0,cylinder_piped,2,1,0.1,0,3,2,11,0,0,0,0,1,0,0,not_applicable,2022,3,18,heart_failure,9,9,1,4,0,233.0,11.0,0,generator_only,44
3887,district_hospital,O2_0185,peri_urban,48,0,0,0,0,oxygen_concentrator,3,1,1.3,0,3,4,128,0,1,0,0,1,1,0,not_applicable,2022,9,9,sepsis,2,7,0,3,0,220.0,102.0,0,grid_unreliable,22
3888,district_hospital,O2_0099,rural,18,0,0,0,0,none,0,0,4.2,0,3,7,36,0,0,0,0,0,0,24,power_outage,2024,1,9,heart_failure,0,9,0,5,0,189.0,58.0,1,grid_unreliable,12
3889,district_hospital,O2_0158,peri_urban,5,0,0,0,0,none,1,0,13.4,0,4,6,9,0,0,0,0,1,0,0,not_applicable,2021,12,15,COPD_exacerbation,6,9,0,3,0,66.0,59.0,0,grid_unreliable,0
3890,district_hospital,O2_0011,rural,55,0,0,0,0,oxygen_concentrator,3,1,4.5,0,2,2,0,0,0,0,0,1,1,0,not_applicable,2023,4,11,heart_failure,6,5,1,3,0,234.0,46.0,0,generator_only,25
3891,district_hospital,O2_0164,peri_urban,86,0,0,0,0,cylinder_portable,1,0,4.9,0,4,4,39,0,1,0,0,0,0,2,cylinder_delivery_delay,2023,7,7,COVID19_severe,0,7,0,1,2,230.0,73.0,0,none,4
3892,district_hospital,O2_0132,rural,108,0,0,0,0,oxygen_concentrator,1,0,3.5,0,3,3,2,0,0,0,0,1,0,0,not_applicable,2022,8,12,surgical_anaesthesia,4,8,1,7,0,131.0,32.0,1,none,10
3893,district_hospital,O2_0159,rural,119,0,0,0,1,oxygen_concentrator,5,2,1.5,1,1,6,11,0,0,0,0,0,0,1,funding_for_refill,2022,8,9,COVID19_severe,0,9,0,7,1,161.0,105.0,0,grid_unreliable,1
3894,district_hospital,O2_0112,rural,76,0,0,0,0,LOX_bulk_tank,0,0,1.4,0,3,4,24,0,1,1,0,1,0,2,cylinder_delivery_delay,2024,2,12,neonatal_respiratory,4,8,1,2,0,220.0,7.0,0,grid_reliable,8
3895,district_hospital,O2_0097,urban,39,0,0,0,0,cylinder_portable,0,0,2.6,0,6,10,40,0,0,0,0,1,0,0,not_applicable,2021,1,11,severe_malaria,3,8,0,2,0,111.0,5.0,1,none,86
3896,district_hospital,O2_0041,rural,109,0,0,0,0,oxygen_concentrator,1,0,0.4,0,2,5,84,0,1,1,1,0,0,1,power_outage,2024,2,8,COPD_exacerbation,0,8,0,4,3,26.0,22.0,0,grid_unreliable,30
3897,district_hospital,O2_0174,rural,164,0,0,0,0,oxygen_concentrator,1,0,4.6,0,4,1,2,0,0,0,0,0,0,15,no_oxygen_source,2022,11,7,heart_failure,0,7,0,2,2,80.0,84.0,1,grid_unreliable,14
3898,district_hospital,O2_0138,rural,5,0,0,0,1,oxygen_concentrator,2,0,0.1,1,2,2,59,0,0,0,0,0,0,12,funding_for_refill,2024,3,16,pneumonia_child,0,16,0,8,4,191.0,32.0,0,none,42
3899,district_hospital,O2_0089,rural,16,0,1,0,0,oxygen_concentrator,3,1,3.9,0,2,4,17,0,0,0,0,1,1,0,not_applicable,2023,6,12,trauma,4,8,1,3,0,152.0,12.0,0,generator_only,4
3900,district_hospital,O2_0045,peri_urban,46,0,1,0,0,oxygen_concentrator,2,1,3.7,0,5,5,17,0,0,0,0,1,1,0,not_applicable,2024,9,17,pneumonia_adult,9,8,1,2,0,143.0,29.0,1,generator_only,2
3901,district_hospital,O2_0181,rural,34,1,0,0,0,cylinder_portable,0,0,0.0,0,3,2,9,0,1,0,0,0,0,15,cylinder_delivery_delay,2024,3,11,pneumonia_adult,0,11,0,5,1,177.0,77.0,0,grid_unreliable,25
3902,district_hospital,O2_0102,peri_urban,35,0,1,0,0,none,0,0,4.9,0,3,4,10,0,0,0,0,0,0,3,demand_surge,2023,9,11,pneumonia_child,0,11,0,5,5,176.0,51.0,0,none,25
3903,district_hospital,O2_0004,rural,5,0,0,0,0,none,0,0,3.7,0,3,6,43,0,1,1,0,1,1,1,demand_surge,2024,11,14,COPD_exacerbation,4,10,0,4,0,31.0,18.0,0,none,14
3904,district_hospital,O2_0169,peri_urban,91,0,0,0,0,none,0,0,11.4,0,4,3,33,0,1,0,0,0,0,1,cylinder_delivery_delay,2021,7,12,asthma_severe,0,12,0,6,5,287.0,52.0,1,grid_unreliable,4
3905,district_hospital,O2_0066,rural,126,0,0,0,0,cylinder_piped,0,0,0.3,0,3,3,24,0,0,0,0,1,1,0,not_applicable,2023,5,9,asthma_severe,5,4,1,3,0,186.0,36.0,0,grid_reliable,30
3906,district_hospital,O2_0195,rural,87,0,0,0,0,cylinder_portable,3,0,2.9,0,4,3,19,0,1,0,0,1,1,0,not_applicable,2024,5,10,COVID19_severe,5,5,1,2,0,205.0,16.0,1,grid_unreliable,5
3907,district_hospital,O2_0119,rural,63,0,0,0,0,oxygen_concentrator,0,0,10.5,0,2,2,13,0,0,0,0,0,0,17,PSA_plant_breakdown,2024,1,6,pneumonia_child,0,6,0,4,0,328.0,27.0,1,grid_unreliable,26
3908,district_hospital,O2_0119,rural,168,0,0,0,0,oxygen_concentrator,3,2,7.3,0,4,4,6,0,0,0,0,0,0,1,demand_surge,2021,1,6,pneumonia_adult,0,6,0,1,2,202.0,236.0,0,none,7
3909,district_hospital,O2_0014,peri_urban,67,0,0,0,0,none,0,0,1.7,0,4,5,7,0,0,0,0,0,0,11,regulator_valve_failure,2023,3,12,pneumonia_child,0,12,0,5,4,128.0,53.0,1,none,0
3910,district_hospital,O2_0019,rural,48,0,0,0,0,oxygen_concentrator,1,0,1.6,0,5,5,32,0,1,0,0,0,0,4,empty_cylinders_not_collected,2023,3,17,COVID19_severe,0,17,0,8,4,324.0,5.0,0,grid_unreliable,9
3911,district_hospital,O2_0096,rural,117,0,0,0,0,LOX_bulk_tank,0,0,2.4,0,4,3,42,0,1,0,0,1,1,0,not_applicable,2024,3,14,neonatal_respiratory,5,9,0,2,0,195.0,120.0,1,grid_unreliable,6
3912,district_hospital,O2_0132,peri_urban,42,0,0,0,0,cylinder_portable,0,0,4.2,0,5,7,20,0,1,0,0,1,0,0,not_applicable,2022,11,13,surgical_anaesthesia,2,11,0,4,0,281.0,108.0,0,grid_unreliable,2
3913,district_hospital,O2_0125,rural,67,0,0,1,0,LOX_bulk_tank,0,0,3.5,0,0,5,6,0,1,0,0,1,1,0,not_applicable,2023,11,10,heart_failure,2,8,0,4,0,75.0,5.0,1,none,27
3914,district_hospital,O2_0060,peri_urban,35,0,0,0,0,oxygen_concentrator,2,1,2.6,0,3,1,39,0,1,0,0,0,0,7,demand_surge,2023,9,8,neonatal_respiratory,0,8,0,2,1,162.0,84.0,0,solar,1
3915,district_hospital,O2_0005,rural,71,0,1,0,0,cylinder_portable,0,0,12.9,1,3,4,40,0,1,0,0,1,1,0,not_applicable,2022,2,9,surgical_anaesthesia,4,5,0,2,0,60.0,15.0,0,none,17
3916,district_hospital,O2_0106,urban,73,0,0,0,0,cylinder_piped,0,0,5.9,0,4,5,0,0,0,0,0,0,0,9,funding_for_refill,2023,7,15,COPD_exacerbation,0,15,0,4,4,214.0,10.0,0,none,24
3917,district_hospital,O2_0077,rural,142,0,0,0,0,cylinder_portable,0,0,5.5,0,3,4,4,0,0,0,0,1,0,0,not_applicable,2024,3,10,asthma_severe,5,5,0,3,0,159.0,50.0,0,grid_unreliable,6
3918,district_hospital,O2_0182,rural,57,0,0,0,0,oxygen_concentrator,1,0,14.9,0,3,6,0,0,0,0,0,1,0,0,not_applicable,2022,2,15,pneumonia_child,8,7,0,2,0,48.0,7.0,0,grid_unreliable,24
3919,district_hospital,O2_0134,peri_urban,25,0,0,1,0,cylinder_piped,0,0,2.0,0,3,5,0,0,0,0,0,1,1,0,not_applicable,2024,4,18,asthma_severe,6,12,0,7,0,157.0,16.0,0,grid_unreliable,29
3920,district_hospital,O2_0138,peri_urban,79,0,0,0,0,cylinder_portable,0,0,0.0,0,3,7,5,0,1,0,0,1,1,0,not_applicable,2021,5,11,severe_malaria,4,7,1,1,0,290.0,33.0,0,none,1
3921,district_hospital,O2_0120,rural,12,0,0,0,0,oxygen_concentrator,3,0,5.5,0,3,2,16,0,1,0,0,1,1,0,not_applicable,2024,5,10,COVID19_severe,3,7,0,4,0,36.0,19.0,0,grid_reliable,6
3922,district_hospital,O2_0017,rural,5,0,1,0,0,cylinder_piped,0,0,1.5,1,3,6,18,0,0,0,0,0,0,20,no_oxygen_source,2023,4,12,neonatal_respiratory,0,12,0,5,1,208.0,67.0,0,solar,10
3923,district_hospital,O2_0112,rural,11,0,0,0,0,LOX_bulk_tank,0,0,8.4,0,1,7,12,0,0,0,0,1,1,0,not_applicable,2022,12,18,neonatal_respiratory,6,12,0,6,0,234.0,27.0,0,generator_only,10
3924,district_hospital,O2_0151,rural,38,0,0,0,0,oxygen_concentrator,1,0,3.4,0,3,1,7,0,0,0,0,0,0,8,concentrator_malfunction,2024,9,17,severe_malaria,0,17,0,5,9,322.0,12.0,1,grid_reliable,4
3925,district_hospital,O2_0138,rural,52,0,0,0,0,oxygen_concentrator,4,2,1.3,1,3,9,25,0,1,1,0,1,1,9,supplier_stockout,2023,2,10,severe_malaria,5,5,1,3,0,245.0,64.0,0,solar,28
3926,district_hospital,O2_0052,rural,39,0,1,0,0,cylinder_portable,0,0,0.8,0,7,7,6,0,0,0,0,0,0,5,concentrator_malfunction,2023,3,17,neonatal_respiratory,0,17,0,8,9,115.0,3.0,0,generator_only,12
3927,district_hospital,O2_0034,rural,77,0,0,0,0,cylinder_portable,3,0,1.0,0,4,7,46,0,0,0,0,0,0,7,concentrator_malfunction,2022,2,16,pneumonia_adult,0,16,0,6,2,297.0,32.0,0,none,5
3928,district_hospital,O2_0012,rural,67,0,0,0,0,cylinder_portable,5,3,13.0,0,1,1,1,0,0,0,0,1,1,0,not_applicable,2024,4,9,pneumonia_child,3,6,0,3,0,158.0,75.0,0,solar,7
3929,district_hospital,O2_0013,peri_urban,109,0,0,0,0,cylinder_piped,0,0,14.7,0,3,4,14,0,0,0,0,1,1,0,not_applicable,2021,12,13,pneumonia_adult,8,5,0,1,0,192.0,70.0,1,grid_unreliable,19
3930,district_hospital,O2_0136,peri_urban,50,0,0,0,0,oxygen_concentrator,1,0,1.0,0,4,3,0,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,4,10,pneumonia_adult,0,10,0,3,2,149.0,4.0,0,none,10
3931,district_hospital,O2_0101,urban,15,0,1,0,0,oxygen_concentrator,3,1,7.2,0,3,4,37,0,1,0,0,0,0,6,demand_surge,2024,1,11,severe_malaria,0,11,0,3,4,77.0,17.0,0,solar,2
3932,district_hospital,O2_0037,peri_urban,88,0,0,0,0,oxygen_concentrator,1,0,0.3,0,3,4,4,0,1,0,0,1,1,0,not_applicable,2023,2,18,pneumonia_child,9,9,1,3,0,211.0,99.0,0,grid_unreliable,9
3933,district_hospital,O2_0088,rural,6,0,0,0,0,PSA_plant_onsite,0,0,4.8,0,2,7,1,0,0,0,0,0,0,9,demand_surge,2024,2,12,pneumonia_child,0,12,0,7,4,392.0,17.0,0,grid_unreliable,0
3934,district_hospital,O2_0132,urban,83,0,0,0,0,oxygen_concentrator,2,0,1.6,0,5,3,28,0,0,0,0,1,1,0,not_applicable,2022,9,11,COPD_exacerbation,3,8,1,3,0,186.0,59.0,1,none,3
3935,district_hospital,O2_0018,rural,77,0,0,0,0,cylinder_portable,0,0,2.6,0,4,4,13,0,1,1,0,0,0,2,concentrator_malfunction,2024,10,10,severe_malaria,0,10,0,4,3,276.0,16.0,0,grid_unreliable,46
3936,district_hospital,O2_0006,rural,5,0,0,0,0,none,2,0,0.6,1,1,3,21,0,1,0,0,0,0,15,cylinder_delivery_delay,2021,2,17,asthma_severe,0,17,0,10,4,122.0,15.0,0,grid_unreliable,23
3937,district_hospital,O2_0027,peri_urban,5,0,0,0,0,cylinder_piped,0,0,8.4,0,3,6,0,0,1,0,0,0,0,15,cylinder_delivery_delay,2022,1,11,COVID19_severe,0,11,0,4,4,215.0,191.0,1,grid_unreliable,2
3938,district_hospital,O2_0166,peri_urban,41,0,0,0,0,oxygen_concentrator,3,1,1.7,0,3,3,1,0,0,0,0,1,1,0,not_applicable,2023,10,11,neonatal_respiratory,6,5,0,2,0,0.0,4.0,1,none,15
3939,district_hospital,O2_0078,peri_urban,102,0,0,0,0,cylinder_portable,0,0,0.0,0,5,12,10,0,0,0,0,0,0,7,power_outage,2023,7,14,asthma_severe,0,14,0,10,4,205.0,61.0,0,grid_unreliable,10
3940,district_hospital,O2_0011,peri_urban,57,0,0,1,0,oxygen_concentrator,0,0,2.6,0,1,3,12,0,0,0,0,0,0,5,power_outage,2024,4,8,COPD_exacerbation,0,8,0,2,2,257.0,51.0,1,none,10
3941,district_hospital,O2_0172,rural,5,0,0,0,0,cylinder_portable,0,0,0.5,0,6,3,17,0,1,1,1,0,0,18,piping_system_leak,2023,6,14,pneumonia_adult,0,14,0,6,1,89.0,81.0,1,grid_unreliable,1
3942,district_hospital,O2_0191,rural,75,0,0,0,0,LOX_bulk_tank,0,0,8.8,0,2,5,31,0,1,0,0,0,0,1,concentrator_malfunction,2021,1,9,neonatal_respiratory,0,9,0,5,3,243.0,31.0,1,none,20
3943,district_hospital,O2_0122,rural,87,0,0,0,0,PSA_plant_onsite,0,0,7.4,0,3,2,5,1,0,0,0,1,0,0,not_applicable,2022,11,14,neonatal_respiratory,5,9,1,5,0,204.0,14.0,0,grid_reliable,6
3944,district_hospital,O2_0105,urban,132,0,0,0,0,oxygen_concentrator,4,1,6.7,0,2,4,32,0,0,0,0,1,1,0,not_applicable,2023,6,12,COPD_exacerbation,6,6,1,2,0,172.0,189.0,0,none,2
3945,district_hospital,O2_0045,rural,48,0,0,0,0,oxygen_concentrator,1,0,1.9,0,0,7,6,0,0,0,0,1,1,0,not_applicable,2024,10,7,sepsis,0,7,0,4,0,102.0,95.0,1,solar,8
3946,district_hospital,O2_0078,rural,44,0,0,0,1,none,0,0,4.5,1,4,2,9,0,0,0,0,1,1,0,not_applicable,2024,11,13,heart_failure,5,8,0,1,0,127.0,40.0,0,grid_unreliable,6
3947,district_hospital,O2_0135,peri_urban,89,0,0,0,0,cylinder_portable,0,0,1.2,0,1,3,2,0,0,0,0,1,0,0,not_applicable,2024,9,16,other_hypoxemia,9,7,1,1,0,381.0,108.0,0,none,14
3948,district_hospital,O2_0123,peri_urban,110,0,0,0,0,cylinder_portable,0,0,7.9,0,3,5,12,0,0,0,0,0,0,13,concentrator_malfunction,2024,6,8,neonatal_respiratory,0,8,0,5,3,304.0,45.0,1,none,0
3949,district_hospital,O2_0079,rural,9,0,0,0,0,cylinder_piped,0,0,5.1,0,3,2,49,0,0,0,0,1,1,3,empty_cylinders_not_collected,2024,3,14,sepsis,8,6,0,3,0,212.0,66.0,0,generator_only,4
3950,district_hospital,O2_0076,rural,5,0,0,0,0,LOX_bulk_tank,0,0,8.2,0,3,1,12,0,1,1,0,0,0,6,empty_cylinders_not_collected,2024,11,11,neonatal_respiratory,0,11,0,7,1,100.0,115.0,0,none,11
3951,district_hospital,O2_0161,peri_urban,44,0,0,0,0,cylinder_piped,0,0,4.9,0,4,3,9,0,0,0,0,1,1,0,not_applicable,2023,1,12,severe_malaria,4,8,0,1,0,194.0,34.0,0,grid_reliable,5
3952,district_hospital,O2_0004,rural,16,0,0,0,0,oxygen_concentrator,1,0,2.5,0,6,2,8,0,1,0,0,0,0,1,empty_cylinders_not_collected,2023,12,13,pneumonia_child,0,13,0,6,4,281.0,129.0,0,solar,4
3953,district_hospital,O2_0069,rural,73,1,0,0,1,oxygen_concentrator,5,3,1.1,1,3,2,3,0,0,0,0,1,1,0,not_applicable,2023,9,10,pneumonia_child,5,5,1,2,0,95.0,4.0,1,grid_unreliable,3
3954,district_hospital,O2_0174,peri_urban,162,0,0,0,0,cylinder_piped,0,0,2.2,0,3,1,26,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,3,9,COVID19_severe,0,9,0,5,0,291.0,111.0,0,none,41
3955,district_hospital,O2_0106,rural,45,0,1,0,0,oxygen_concentrator,0,0,7.2,0,2,6,24,0,0,0,0,1,1,0,not_applicable,2022,2,16,pneumonia_adult,7,9,1,2,0,219.0,277.0,1,none,9
3956,district_hospital,O2_0187,rural,111,0,0,0,0,oxygen_concentrator,1,0,8.4,1,2,3,51,0,0,0,0,1,1,0,not_applicable,2022,2,7,neonatal_respiratory,5,2,0,0,0,84.0,262.0,0,generator_only,17
3957,district_hospital,O2_0180,peri_urban,108,0,0,0,0,cylinder_portable,0,0,0.6,0,7,1,14,0,0,0,0,1,1,0,not_applicable,2024,7,12,sepsis,10,2,1,2,0,288.0,232.0,1,solar,37
3958,district_hospital,O2_0059,peri_urban,68,0,0,0,0,oxygen_concentrator,2,0,5.0,1,6,5,8,0,1,0,0,0,0,23,demand_surge,2022,2,17,asthma_severe,0,17,0,7,7,292.0,13.0,0,grid_reliable,7
3959,district_hospital,O2_0102,rural,7,0,0,0,0,oxygen_concentrator,2,1,0.0,1,1,1,20,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,1,12,pneumonia_child,4,8,0,7,0,129.0,100.0,1,grid_reliable,7
3960,district_hospital,O2_0159,urban,19,0,0,0,1,oxygen_concentrator,2,1,1.9,1,0,7,91,0,1,1,0,0,0,1,cylinder_delivery_delay,2022,2,11,heart_failure,0,11,0,5,1,213.0,64.0,1,grid_unreliable,3
3961,district_hospital,O2_0042,rural,84,0,0,0,0,cylinder_portable,2,1,5.4,0,1,4,6,0,0,0,0,1,1,0,not_applicable,2023,6,13,pneumonia_adult,3,10,1,2,0,58.0,12.0,1,none,8
3962,district_hospital,O2_0043,rural,121,0,1,0,0,cylinder_portable,0,0,11.0,1,3,4,76,0,1,1,1,1,1,0,not_applicable,2022,8,12,neonatal_respiratory,6,6,1,1,0,204.0,18.0,0,solar,6
3963,district_hospital,O2_0190,peri_urban,28,0,0,0,0,cylinder_portable,0,0,1.0,0,5,5,2,0,1,0,0,0,0,7,cylinder_delivery_delay,2024,5,10,asthma_severe,0,10,0,4,4,209.0,19.0,1,grid_unreliable,3
3964,district_hospital,O2_0062,rural,132,0,0,0,0,cylinder_portable,0,0,7.3,0,3,6,7,0,0,0,0,0,0,3,power_outage,2023,10,14,neonatal_respiratory,0,14,0,5,6,73.0,5.0,0,generator_only,12
3965,district_hospital,O2_0112,rural,91,0,1,0,0,cylinder_piped,0,0,4.3,0,1,7,3,0,0,0,0,1,1,0,not_applicable,2024,2,10,severe_malaria,5,5,0,0,0,231.0,47.0,0,generator_only,14
3966,district_hospital,O2_0065,rural,69,0,0,0,1,cylinder_portable,0,0,1.6,1,5,3,61,0,1,0,0,1,1,0,not_applicable,2022,6,6,surgical_anaesthesia,3,3,0,0,0,259.0,25.0,1,none,11
3967,district_hospital,O2_0114,rural,20,0,0,0,0,none,0,0,3.7,0,4,5,28,0,1,1,0,0,0,8,no_oxygen_source,2023,7,14,heart_failure,0,14,0,6,5,204.0,18.0,1,grid_unreliable,72
3968,district_hospital,O2_0198,urban,89,0,0,1,0,oxygen_concentrator,5,2,2.0,0,2,4,43,0,0,0,0,1,1,0,not_applicable,2023,3,13,severe_malaria,6,7,1,5,0,227.0,134.0,0,grid_unreliable,0
3969,district_hospital,O2_0032,peri_urban,29,0,0,0,0,oxygen_concentrator,1,0,4.4,0,1,4,9,0,0,0,0,0,0,1,no_oxygen_source,2023,4,13,other_hypoxemia,0,13,0,6,1,307.0,64.0,0,none,16
3970,district_hospital,O2_0001,rural,5,0,0,0,0,oxygen_concentrator,4,1,0.9,0,1,3,12,0,0,0,0,0,0,7,demand_surge,2022,4,8,asthma_severe,0,8,0,5,0,68.0,19.0,0,solar,23
3971,district_hospital,O2_0108,peri_urban,104,0,0,0,0,oxygen_concentrator,2,0,13.8,0,4,4,2,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,9,9,surgical_anaesthesia,0,9,0,4,2,173.0,6.0,1,grid_unreliable,23
3972,district_hospital,O2_0004,peri_urban,177,0,0,0,0,cylinder_piped,0,0,4.5,0,0,1,1,0,0,0,0,0,0,21,concentrator_malfunction,2022,5,4,trauma,0,4,0,2,0,326.0,25.0,1,grid_reliable,18
3973,district_hospital,O2_0123,peri_urban,121,0,0,0,0,cylinder_portable,0,0,0.8,0,2,4,94,0,1,1,0,0,0,19,funding_for_refill,2023,5,9,pneumonia_child,0,9,0,3,3,99.0,5.0,1,none,3
3974,district_hospital,O2_0161,urban,112,0,0,0,0,oxygen_concentrator,5,3,4.8,0,8,5,26,0,0,0,0,1,1,1,power_outage,2024,12,10,neonatal_respiratory,1,9,1,3,0,195.0,165.0,1,grid_reliable,5
3975,district_hospital,O2_0007,urban,28,0,0,0,0,cylinder_portable,0,0,1.6,0,4,4,47,0,0,0,0,1,1,0,not_applicable,2024,12,6,COPD_exacerbation,2,4,0,4,0,160.0,4.0,1,solar,0
3976,district_hospital,O2_0159,rural,62,0,0,0,0,none,0,0,14.1,1,3,4,7,0,1,1,0,0,0,1,cylinder_delivery_delay,2023,1,9,COVID19_severe,0,9,0,1,2,345.0,1.0,1,grid_unreliable,5
3977,district_hospital,O2_0163,rural,32,0,0,0,0,cylinder_portable,0,0,6.5,0,3,6,0,0,1,0,0,0,0,3,concentrator_malfunction,2023,12,12,COVID19_severe,0,12,0,5,0,257.0,55.0,1,generator_only,34
3978,district_hospital,O2_0122,urban,63,0,0,0,0,none,0,0,3.2,0,3,3,1,0,0,0,0,1,1,0,not_applicable,2023,7,13,COVID19_severe,6,7,0,2,0,260.0,73.0,1,grid_reliable,32
3979,district_hospital,O2_0062,peri_urban,123,0,0,0,0,oxygen_concentrator,0,0,2.5,0,8,5,55,0,1,0,0,0,0,7,demand_surge,2024,2,13,neonatal_respiratory,0,13,0,7,1,196.0,4.0,0,grid_unreliable,4
3980,district_hospital,O2_0181,rural,17,0,0,0,0,oxygen_concentrator,0,0,3.4,0,2,6,29,0,0,0,0,1,1,0,not_applicable,2023,10,14,neonatal_respiratory,5,9,0,3,0,213.0,111.0,0,grid_unreliable,6
3981,district_hospital,O2_0092,rural,5,0,0,0,0,cylinder_portable,0,0,5.7,0,4,10,101,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,11,9,sepsis,0,9,0,5,2,126.0,32.0,0,solar,11
3982,district_hospital,O2_0096,rural,58,0,0,0,0,cylinder_portable,0,0,4.6,1,6,5,8,0,0,0,0,1,0,0,not_applicable,2024,8,13,surgical_anaesthesia,9,4,1,2,0,184.0,42.0,0,solar,64
3983,district_hospital,O2_0169,rural,47,0,0,0,0,none,0,0,2.4,0,4,2,5,0,0,0,0,1,1,0,not_applicable,2022,4,6,neonatal_respiratory,2,4,1,3,0,80.0,74.0,0,none,0
3984,district_hospital,O2_0055,rural,22,0,0,0,0,none,3,0,4.6,0,3,2,53,0,0,0,0,0,0,1,concentrator_malfunction,2024,2,16,asthma_severe,0,16,0,4,2,236.0,14.0,1,grid_reliable,1
3985,district_hospital,O2_0146,peri_urban,34,0,0,0,1,none,0,0,1.0,1,0,1,20,0,1,1,1,1,1,0,not_applicable,2021,7,13,pneumonia_adult,7,6,0,3,0,283.0,12.0,0,none,58
3986,district_hospital,O2_0040,urban,71,0,0,0,0,cylinder_portable,0,0,8.2,0,1,2,31,0,1,0,0,0,0,11,cylinder_delivery_delay,2022,2,16,neonatal_respiratory,0,16,0,4,2,169.0,79.0,1,grid_unreliable,34
3987,district_hospital,O2_0083,rural,56,0,0,0,0,cylinder_portable,0,0,1.5,0,7,3,9,0,0,0,0,1,1,0,not_applicable,2023,4,8,COVID19_severe,4,4,0,4,0,222.0,85.0,0,none,23
3988,district_hospital,O2_0041,peri_urban,81,0,0,0,1,oxygen_concentrator,2,1,4.4,1,4,7,27,0,1,0,0,0,0,2,funding_for_refill,2023,5,13,severe_malaria,0,13,0,7,3,138.0,13.0,1,generator_only,22
3989,district_hospital,O2_0177,urban,6,0,0,0,0,oxygen_concentrator,3,0,9.8,0,1,3,2,0,0,0,0,1,1,0,not_applicable,2023,8,6,neonatal_respiratory,1,5,0,3,0,248.0,47.0,0,grid_reliable,24
3990,district_hospital,O2_0164,peri_urban,63,0,0,0,0,cylinder_portable,0,0,12.5,0,4,8,1,0,0,0,0,0,0,4,cylinder_delivery_delay,2022,1,13,neonatal_respiratory,0,13,0,7,2,5.0,0.0,0,none,30
3991,district_hospital,O2_0176,peri_urban,48,0,0,0,1,none,0,0,10.1,1,2,5,5,0,0,0,0,1,1,2,concentrator_malfunction,2023,6,13,trauma,7,6,1,2,0,225.0,106.0,1,solar,3
3992,district_hospital,O2_0118,rural,73,0,0,1,0,PSA_plant_onsite,0,0,0.9,0,5,3,120,0,1,1,1,0,0,1,cylinder_delivery_delay,2023,2,11,other_hypoxemia,0,11,0,6,2,194.0,22.0,0,grid_unreliable,20
3993,district_hospital,O2_0184,urban,78,0,0,0,0,oxygen_concentrator,4,2,1.1,0,2,2,11,0,0,0,0,1,1,1,concentrator_malfunction,2022,6,12,surgical_anaesthesia,6,6,1,5,0,158.0,82.0,0,generator_only,40
3994,district_hospital,O2_0133,urban,27,0,0,0,0,oxygen_concentrator,0,0,6.0,0,6,3,40,0,0,0,0,0,0,2,power_outage,2023,2,17,COVID19_severe,0,17,0,8,4,129.0,95.0,1,none,14
3995,district_hospital,O2_0112,urban,64,0,0,0,0,cylinder_portable,0,0,1.3,0,2,2,37,0,0,0,0,0,0,1,power_outage,2023,2,8,heart_failure,0,8,0,2,0,338.0,3.0,1,grid_unreliable,30
3996,district_hospital,O2_0059,rural,21,0,0,0,0,cylinder_portable,0,0,3.1,0,2,9,50,0,0,0,0,1,0,0,not_applicable,2024,10,8,pneumonia_adult,2,6,0,2,0,257.0,61.0,1,grid_unreliable,44
3997,district_hospital,O2_0028,rural,72,0,0,0,0,cylinder_piped,0,0,8.6,0,3,4,11,0,1,1,0,1,1,0,not_applicable,2024,11,8,COVID19_severe,3,5,0,2,0,180.0,0.0,0,generator_only,11
3998,district_hospital,O2_0177,peri_urban,67,0,0,0,0,cylinder_piped,0,0,4.1,0,3,6,13,0,0,0,0,1,0,0,not_applicable,2022,9,18,COPD_exacerbation,10,8,0,4,0,248.0,25.0,0,grid_unreliable,2
3999,district_hospital,O2_0076,peri_urban,123,0,0,1,0,PSA_plant_onsite,0,0,1.5,0,3,4,0,0,1,0,0,1,1,9,cylinder_delivery_delay,2023,1,14,neonatal_respiratory,9,5,0,3,0,279.0,122.0,0,grid_unreliable,0
4000,district_hospital,O2_0051,rural,123,0,0,0,0,oxygen_concentrator,2,0,6.5,0,0,5,27,0,0,0,0,1,1,0,not_applicable,2022,9,14,pneumonia_adult,6,8,0,5,0,196.0,35.0,0,grid_reliable,2
4001,district_hospital,O2_0039,rural,93,0,0,0,0,oxygen_concentrator,4,3,4.0,0,5,6,1,0,0,0,0,1,1,1,regulator_valve_failure,2023,10,24,COPD_exacerbation,8,16,1,8,0,153.0,76.0,0,grid_unreliable,18
4002,district_hospital,O2_0084,rural,79,0,0,0,0,cylinder_portable,0,0,4.2,0,1,3,101,0,1,1,0,0,0,27,cylinder_delivery_delay,2021,1,8,asthma_severe,0,8,0,3,2,408.0,11.0,0,none,0
4003,district_hospital,O2_0109,peri_urban,72,0,0,0,0,cylinder_portable,0,0,0.3,0,1,3,34,0,0,0,0,0,0,1,demand_surge,2022,3,6,surgical_anaesthesia,0,6,0,3,1,282.0,66.0,1,grid_unreliable,26
4004,district_hospital,O2_0009,rural,24,0,0,0,0,oxygen_concentrator,3,1,3.5,0,1,9,14,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,9,21,pneumonia_adult,0,21,0,11,0,168.0,10.0,1,grid_reliable,8
4005,district_hospital,O2_0181,rural,114,0,0,0,0,PSA_plant_onsite,0,0,13.7,0,4,2,4,1,0,0,0,1,1,0,not_applicable,2021,5,17,trauma,8,9,1,5,0,226.0,19.0,1,generator_only,3
4006,district_hospital,O2_0184,rural,60,0,1,0,0,cylinder_portable,2,1,15.8,0,6,5,23,0,0,0,0,0,0,23,concentrator_malfunction,2022,8,10,COVID19_severe,0,10,0,7,2,282.0,8.0,1,generator_only,7
4007,district_hospital,O2_0190,rural,54,0,0,0,0,cylinder_portable,0,0,3.2,0,1,2,2,0,0,0,0,0,0,6,no_oxygen_source,2023,10,9,COPD_exacerbation,0,9,0,3,1,284.0,26.0,0,grid_unreliable,26
4008,district_hospital,O2_0035,rural,32,0,0,0,0,oxygen_concentrator,3,1,6.2,1,2,5,7,0,1,1,1,1,1,0,not_applicable,2022,1,14,severe_malaria,7,7,0,6,0,254.0,58.0,1,grid_unreliable,4
4009,district_hospital,O2_0097,rural,54,0,0,0,0,cylinder_portable,0,0,1.4,0,4,3,20,0,1,0,0,1,1,0,not_applicable,2023,11,11,pneumonia_child,5,6,0,1,0,245.0,16.0,1,grid_unreliable,24
4010,district_hospital,O2_0198,rural,44,0,0,0,0,cylinder_piped,2,0,1.3,0,3,5,17,0,1,1,0,0,0,14,cylinder_delivery_delay,2022,7,10,trauma,0,10,0,6,4,333.0,65.0,1,generator_only,19
4011,district_hospital,O2_0041,rural,20,0,0,1,0,cylinder_portable,0,0,17.1,0,3,5,11,0,0,0,0,1,1,0,not_applicable,2021,3,8,severe_malaria,2,6,0,4,0,260.0,13.0,0,grid_unreliable,0
4012,district_hospital,O2_0067,rural,81,0,0,0,0,oxygen_concentrator,1,0,1.1,0,2,6,36,0,1,1,0,0,0,1,empty_cylinders_not_collected,2023,12,9,surgical_anaesthesia,0,9,0,5,1,119.0,7.0,0,none,44
4013,district_hospital,O2_0157,peri_urban,78,0,0,0,0,none,0,0,1.6,0,1,1,7,0,0,0,0,0,0,2,concentrator_malfunction,2021,11,14,severe_malaria,0,14,0,3,0,167.0,28.0,1,grid_unreliable,3
4014,district_hospital,O2_0170,urban,27,0,0,0,0,none,0,0,2.1,0,3,9,29,0,1,0,0,0,0,4,power_outage,2023,5,11,pneumonia_child,0,11,0,4,3,155.0,178.0,0,grid_reliable,20
4015,district_hospital,O2_0172,urban,61,0,0,0,0,cylinder_portable,0,0,0.4,0,5,3,2,0,1,0,0,0,0,5,cylinder_delivery_delay,2022,8,15,neonatal_respiratory,0,15,0,10,4,96.0,8.0,1,grid_unreliable,10
4016,district_hospital,O2_0167,rural,12,0,0,0,0,oxygen_concentrator,3,1,2.5,0,2,2,2,0,0,0,0,0,0,11,empty_cylinders_not_collected,2022,12,13,trauma,0,13,0,7,1,310.0,5.0,0,grid_reliable,14
4017,district_hospital,O2_0119,peri_urban,5,0,0,0,0,oxygen_concentrator,3,2,6.6,0,3,6,12,0,0,0,0,0,0,10,demand_surge,2024,12,6,pneumonia_child,0,6,0,4,1,202.0,68.0,1,grid_unreliable,12
4018,district_hospital,O2_0019,peri_urban,82,0,0,0,0,oxygen_concentrator,0,0,9.6,0,2,4,3,0,0,0,0,0,0,2,no_oxygen_source,2022,1,13,pneumonia_child,0,13,0,7,4,37.0,112.0,0,none,1
4019,district_hospital,O2_0163,rural,51,0,0,0,0,cylinder_portable,0,0,3.3,0,2,2,12,0,0,0,0,0,0,14,concentrator_malfunction,2024,12,9,pneumonia_child,0,9,0,4,1,301.0,36.0,1,generator_only,2
4020,district_hospital,O2_0010,rural,65,0,0,0,0,oxygen_concentrator,2,0,3.4,0,3,5,55,0,0,0,0,0,0,9,empty_cylinders_not_collected,2023,11,12,surgical_anaesthesia,0,12,0,7,1,231.0,40.0,1,none,5
4021,district_hospital,O2_0051,peri_urban,82,0,0,0,0,cylinder_piped,0,0,2.1,0,7,5,9,0,0,0,0,1,1,0,not_applicable,2023,2,11,trauma,5,6,0,5,0,208.0,73.0,1,solar,2
4022,district_hospital,O2_0121,urban,70,0,0,0,0,none,0,0,9.8,1,3,5,21,0,1,1,0,0,0,10,no_oxygen_source,2023,3,15,COVID19_severe,0,15,0,5,4,174.0,10.0,1,grid_unreliable,13
4023,district_hospital,O2_0056,peri_urban,112,0,0,0,0,oxygen_concentrator,4,1,3.9,0,3,5,8,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,12,13,trauma,0,13,0,7,3,102.0,1.0,0,none,0
4024,district_hospital,O2_0138,peri_urban,94,0,0,0,0,none,3,1,8.0,0,1,3,6,0,1,1,1,1,1,0,not_applicable,2021,5,12,COPD_exacerbation,5,7,0,4,0,199.0,28.0,0,none,6
4025,district_hospital,O2_0012,rural,41,0,0,0,0,oxygen_concentrator,2,1,8.3,0,3,3,20,0,0,0,0,0,0,22,PSA_plant_breakdown,2023,6,16,neonatal_respiratory,0,16,0,9,6,326.0,48.0,1,grid_reliable,5
4026,district_hospital,O2_0162,rural,119,0,0,0,0,oxygen_concentrator,2,0,2.1,0,4,6,15,0,0,0,0,0,0,2,demand_surge,2024,5,11,pneumonia_adult,0,11,0,6,4,109.0,13.0,0,grid_unreliable,16
4027,district_hospital,O2_0160,peri_urban,55,0,0,0,0,oxygen_concentrator,1,0,2.5,0,4,3,31,0,0,0,0,0,0,13,cylinder_delivery_delay,2024,6,9,severe_malaria,0,9,0,6,3,205.0,120.0,1,solar,10
4028,district_hospital,O2_0072,rural,41,0,0,0,0,cylinder_portable,0,0,0.4,0,1,5,18,0,1,0,0,0,0,1,funding_for_refill,2023,8,6,trauma,0,6,0,3,0,205.0,34.0,1,grid_unreliable,13
4029,district_hospital,O2_0008,peri_urban,114,0,0,0,0,none,0,0,12.2,0,2,7,48,0,1,0,0,1,1,0,not_applicable,2023,10,18,pneumonia_child,8,10,0,6,0,141.0,5.0,0,solar,21
4030,district_hospital,O2_0002,rural,55,0,0,0,0,oxygen_concentrator,0,0,3.7,0,3,4,32,0,1,1,1,0,0,26,PSA_plant_breakdown,2022,3,14,neonatal_respiratory,0,14,0,2,6,202.0,205.0,0,grid_unreliable,10
4031,district_hospital,O2_0028,peri_urban,13,0,1,0,0,oxygen_concentrator,2,1,5.6,0,4,5,1,0,0,0,0,1,0,0,not_applicable,2024,12,12,pneumonia_child,4,8,0,4,0,222.0,36.0,1,none,5
4032,district_hospital,O2_0149,peri_urban,65,0,0,0,0,cylinder_piped,0,0,2.7,1,0,3,61,0,0,0,0,0,0,21,power_outage,2023,8,11,neonatal_respiratory,0,11,0,6,2,315.0,158.0,0,grid_reliable,1
4033,district_hospital,O2_0054,urban,88,0,1,0,0,cylinder_portable,0,0,5.5,0,3,5,6,0,0,0,0,1,1,0,not_applicable,2023,1,4,severe_malaria,2,2,1,1,0,251.0,143.0,0,none,9
4034,district_hospital,O2_0051,rural,17,0,0,0,0,LOX_bulk_tank,0,0,10.4,1,1,5,30,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,12,11,pneumonia_adult,7,4,0,0,0,168.0,102.0,0,solar,27
4035,district_hospital,O2_0133,peri_urban,5,0,0,0,0,cylinder_portable,0,0,4.8,0,4,4,5,0,0,0,0,0,0,5,cylinder_delivery_delay,2023,9,10,asthma_severe,0,10,0,3,4,212.0,168.0,0,generator_only,4
4036,district_hospital,O2_0130,peri_urban,75,0,1,0,0,cylinder_portable,0,0,3.1,0,2,9,5,0,1,1,0,0,0,1,concentrator_malfunction,2023,4,13,surgical_anaesthesia,0,13,0,11,5,312.0,65.0,0,grid_unreliable,5
4037,district_hospital,O2_0011,peri_urban,60,0,0,1,0,none,0,0,2.9,0,3,4,1,0,1,0,0,1,1,0,not_applicable,2023,5,8,severe_malaria,3,5,0,2,0,170.0,32.0,0,none,36
4038,district_hospital,O2_0020,peri_urban,57,0,0,0,0,cylinder_portable,0,0,0.2,0,3,4,1,0,0,0,0,0,0,2,demand_surge,2024,1,12,pneumonia_adult,0,12,0,6,6,165.0,0.0,0,grid_reliable,6
4039,district_hospital,O2_0088,rural,87,0,0,0,0,cylinder_portable,0,0,0.4,0,5,8,13,0,0,0,0,1,1,0,not_applicable,2024,4,13,other_hypoxemia,6,7,0,6,0,294.0,0.0,0,solar,9
4040,district_hospital,O2_0124,urban,60,0,0,0,0,cylinder_piped,0,0,5.7,0,1,6,30,0,1,0,0,1,0,7,regulator_valve_failure,2023,7,10,COVID19_severe,4,6,0,2,0,264.0,65.0,0,grid_unreliable,8
4041,district_hospital,O2_0118,rural,27,0,0,0,0,oxygen_concentrator,1,0,8.2,0,3,5,14,0,1,1,0,0,0,10,empty_cylinders_not_collected,2022,11,7,neonatal_respiratory,0,7,0,4,3,243.0,78.0,0,none,19
4042,district_hospital,O2_0130,rural,67,0,0,0,1,cylinder_piped,0,0,0.8,1,2,2,37,0,0,0,0,0,0,6,regulator_valve_failure,2024,2,16,pneumonia_adult,0,16,0,10,2,155.0,1.0,1,grid_unreliable,19
4043,district_hospital,O2_0115,rural,45,0,0,0,0,oxygen_concentrator,1,0,0.9,0,5,5,1,0,0,0,0,0,0,1,funding_for_refill,2023,9,9,trauma,0,9,0,4,3,241.0,60.0,0,none,1
4044,district_hospital,O2_0133,rural,5,0,0,0,0,cylinder_portable,0,0,7.1,0,4,4,4,0,1,1,0,1,1,0,not_applicable,2022,11,15,sepsis,6,9,0,7,0,250.0,85.0,1,grid_unreliable,12
4045,district_hospital,O2_0051,peri_urban,125,0,0,0,0,cylinder_portable,0,0,20.3,0,5,6,43,0,1,1,0,1,1,0,not_applicable,2021,6,11,COPD_exacerbation,3,8,1,4,0,87.0,9.0,1,none,0
4046,district_hospital,O2_0142,rural,106,0,0,0,0,oxygen_concentrator,1,0,1.5,0,1,3,1,0,0,0,0,1,1,5,demand_surge,2022,12,15,asthma_severe,2,13,0,6,0,151.0,38.0,0,solar,17
4047,district_hospital,O2_0045,peri_urban,99,0,0,1,0,cylinder_piped,0,0,4.4,0,3,5,3,0,1,0,0,1,1,4,power_outage,2021,7,7,severe_malaria,4,3,0,1,0,221.0,35.0,0,generator_only,17
4048,district_hospital,O2_0115,rural,11,0,0,0,0,oxygen_concentrator,3,1,5.0,0,4,5,2,0,0,0,0,1,0,0,not_applicable,2022,5,11,COVID19_severe,8,3,1,3,0,183.0,68.0,0,grid_unreliable,18
4049,district_hospital,O2_0006,rural,120,0,0,0,0,cylinder_piped,0,0,5.0,0,1,5,7,0,0,0,0,1,0,0,not_applicable,2023,7,14,severe_malaria,6,8,0,4,0,59.0,4.0,0,none,25
4050,district_hospital,O2_0082,urban,77,0,0,0,0,oxygen_concentrator,2,0,4.0,0,3,3,4,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,10,8,pneumonia_child,0,8,0,2,0,89.0,38.0,1,grid_unreliable,3
4051,district_hospital,O2_0196,urban,35,0,0,0,0,oxygen_concentrator,3,0,1.5,0,4,5,23,0,0,0,0,1,1,0,not_applicable,2024,2,15,COVID19_severe,2,13,0,5,0,314.0,204.0,1,solar,12
4052,district_hospital,O2_0062,urban,83,0,0,0,0,oxygen_concentrator,4,0,2.0,0,2,4,71,0,1,1,1,0,0,9,demand_surge,2023,2,11,severe_malaria,0,11,0,6,2,238.0,7.0,0,grid_reliable,8
4053,district_hospital,O2_0064,peri_urban,5,0,0,0,0,cylinder_portable,1,0,2.0,0,4,4,55,0,0,0,0,1,1,0,not_applicable,2024,11,6,COPD_exacerbation,1,5,1,3,0,132.0,17.0,1,none,1
4054,district_hospital,O2_0158,peri_urban,61,0,0,0,0,cylinder_piped,0,0,1.4,0,4,1,6,0,1,0,0,0,0,17,power_outage,2024,8,10,COVID19_severe,0,10,0,6,1,226.0,20.0,0,none,0
4055,district_hospital,O2_0132,peri_urban,89,0,0,1,0,cylinder_portable,0,0,2.0,0,0,2,29,0,0,0,0,0,0,16,demand_surge,2022,7,9,severe_malaria,0,9,0,3,2,310.0,94.0,0,grid_unreliable,2
4056,district_hospital,O2_0147,peri_urban,82,0,0,0,0,oxygen_concentrator,4,1,1.5,0,3,3,24,0,1,0,0,1,1,5,cylinder_delivery_delay,2021,6,10,surgical_anaesthesia,5,5,0,1,0,268.0,17.0,0,none,5
4057,district_hospital,O2_0009,peri_urban,101,0,0,0,0,cylinder_piped,0,0,2.4,0,2,4,8,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,12,10,surgical_anaesthesia,0,10,0,3,1,154.0,32.0,0,grid_unreliable,1
4058,district_hospital,O2_0111,rural,93,0,0,0,0,oxygen_concentrator,2,0,18.9,1,2,5,47,0,0,0,0,0,0,6,no_oxygen_source,2022,3,8,asthma_severe,0,8,0,5,0,167.0,40.0,1,none,2
4059,district_hospital,O2_0150,peri_urban,83,0,0,0,0,oxygen_concentrator,2,0,6.2,1,0,4,12,0,0,0,0,0,0,16,PSA_plant_breakdown,2022,10,9,neonatal_respiratory,0,9,0,4,0,261.0,27.0,0,generator_only,1
4060,district_hospital,O2_0089,urban,52,0,0,0,0,cylinder_piped,0,0,8.2,0,6,4,2,0,1,0,0,0,0,10,funding_for_refill,2023,10,19,neonatal_respiratory,0,19,0,8,6,115.0,9.0,1,grid_unreliable,6
4061,district_hospital,O2_0013,rural,88,0,0,0,1,oxygen_concentrator,1,0,5.1,1,4,4,0,0,1,0,0,1,1,0,not_applicable,2023,8,11,pneumonia_adult,2,9,0,4,0,0.0,47.0,0,none,7
4062,district_hospital,O2_0044,rural,81,1,0,0,0,oxygen_concentrator,2,0,4.5,1,2,6,6,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,8,8,sepsis,0,8,0,3,2,136.0,91.0,0,generator_only,15
4063,district_hospital,O2_0143,rural,56,0,0,1,0,PSA_plant_onsite,0,0,8.9,0,3,3,4,1,0,0,0,1,1,0,not_applicable,2023,4,12,surgical_anaesthesia,6,6,1,3,0,327.0,21.0,0,grid_reliable,6
4064,district_hospital,O2_0169,peri_urban,94,0,0,0,0,none,0,0,7.7,0,6,4,1,0,0,0,0,1,0,0,not_applicable,2023,6,10,trauma,1,9,1,6,0,214.0,10.0,0,grid_unreliable,0
4065,district_hospital,O2_0161,rural,141,0,0,0,0,cylinder_portable,0,0,2.5,1,4,4,36,0,0,0,0,1,1,0,not_applicable,2022,9,13,pneumonia_adult,6,7,1,4,0,162.0,12.0,1,none,11
4066,district_hospital,O2_0028,peri_urban,25,0,0,0,0,cylinder_piped,0,0,0.8,0,3,4,0,0,1,0,0,1,0,0,not_applicable,2024,9,10,neonatal_respiratory,3,7,0,2,0,210.0,47.0,0,generator_only,0
4067,district_hospital,O2_0010,peri_urban,27,0,1,0,0,cylinder_portable,0,0,7.4,0,1,4,21,0,0,0,0,0,0,29,regulator_valve_failure,2021,7,9,pneumonia_adult,0,9,0,3,2,262.0,2.0,0,none,1
4068,district_hospital,O2_0165,rural,105,0,0,1,0,cylinder_portable,0,0,1.2,0,3,5,38,0,0,0,0,0,0,15,cylinder_delivery_delay,2021,8,6,neonatal_respiratory,0,6,0,5,1,255.0,50.0,0,grid_unreliable,49
4069,district_hospital,O2_0190,rural,38,0,0,0,0,oxygen_concentrator,2,0,4.5,0,7,5,20,0,0,0,0,0,0,4,PSA_plant_breakdown,2022,9,10,neonatal_respiratory,0,10,0,6,1,282.0,48.0,0,solar,9
4070,district_hospital,O2_0173,rural,102,0,0,0,0,oxygen_concentrator,1,0,3.1,0,1,7,90,0,0,0,0,1,0,0,not_applicable,2022,7,8,severe_malaria,4,4,1,2,0,152.0,89.0,0,none,7
4071,district_hospital,O2_0142,peri_urban,35,0,0,0,0,cylinder_piped,2,1,1.8,0,2,3,18,0,0,0,0,0,0,7,PSA_plant_breakdown,2023,7,14,severe_malaria,0,14,0,10,3,287.0,27.0,0,generator_only,19
4072,district_hospital,O2_0028,peri_urban,84,0,0,0,0,oxygen_concentrator,3,1,1.0,0,7,4,0,0,1,1,0,0,0,29,concentrator_malfunction,2022,8,12,pneumonia_adult,0,12,0,4,4,308.0,14.0,0,none,7
4073,district_hospital,O2_0192,rural,5,0,0,0,0,cylinder_piped,0,0,26.2,0,1,4,15,0,1,0,0,1,0,0,not_applicable,2023,4,13,COVID19_severe,8,5,0,1,0,109.0,63.0,1,grid_unreliable,17
4074,district_hospital,O2_0099,rural,75,0,1,0,0,cylinder_portable,0,0,2.5,1,3,2,1,0,0,0,0,1,1,0,not_applicable,2022,1,16,COPD_exacerbation,5,11,0,6,0,276.0,82.0,1,solar,2
4075,district_hospital,O2_0155,peri_urban,5,0,0,0,0,cylinder_portable,0,0,7.1,0,0,2,7,0,0,0,0,1,0,0,not_applicable,2022,2,13,pneumonia_adult,6,7,0,2,0,168.0,41.0,0,grid_reliable,2
4076,district_hospital,O2_0039,peri_urban,42,0,0,0,0,cylinder_portable,0,0,2.1,0,3,4,13,0,1,1,0,0,0,3,cylinder_delivery_delay,2024,8,7,pneumonia_child,0,7,0,3,2,352.0,18.0,1,generator_only,14
4077,district_hospital,O2_0095,peri_urban,76,0,0,0,0,cylinder_portable,0,0,6.5,0,3,5,12,0,0,0,0,0,0,5,demand_surge,2022,3,14,pneumonia_adult,0,14,0,8,4,261.0,42.0,1,grid_unreliable,21
4078,district_hospital,O2_0105,rural,49,0,0,0,0,oxygen_concentrator,1,0,4.1,0,5,6,38,0,1,0,0,1,1,0,not_applicable,2021,12,8,pneumonia_child,4,4,0,2,0,232.0,122.0,1,grid_reliable,5
4079,district_hospital,O2_0176,peri_urban,49,1,0,0,0,none,0,0,2.8,1,4,2,10,0,1,0,0,0,0,13,funding_for_refill,2023,2,15,COPD_exacerbation,0,15,0,6,7,157.0,4.0,0,grid_unreliable,1
4080,district_hospital,O2_0052,rural,14,0,0,0,0,cylinder_piped,0,0,7.4,0,1,4,18,0,0,0,0,1,1,6,no_oxygen_source,2023,9,11,neonatal_respiratory,5,6,0,3,0,188.0,24.0,0,grid_unreliable,29
4081,district_hospital,O2_0129,rural,49,0,0,0,0,cylinder_portable,0,0,2.4,0,1,5,61,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,6,12,pneumonia_adult,5,7,1,4,0,223.0,28.0,1,generator_only,27
4082,district_hospital,O2_0070,peri_urban,61,0,0,0,0,cylinder_portable,1,0,1.7,1,2,9,2,0,0,0,0,1,1,0,not_applicable,2023,12,7,COVID19_severe,1,6,0,2,0,229.0,22.0,0,grid_unreliable,7
4083,district_hospital,O2_0152,rural,62,0,0,0,0,cylinder_portable,2,0,11.6,1,5,3,27,0,1,0,0,0,0,12,funding_for_refill,2023,12,16,pneumonia_adult,0,16,0,6,5,175.0,83.0,0,none,3
4084,district_hospital,O2_0069,urban,148,0,0,0,0,cylinder_piped,0,0,7.3,1,4,2,21,0,1,0,0,1,1,0,not_applicable,2024,1,10,asthma_severe,3,7,0,2,0,150.0,154.0,0,solar,11
4085,district_hospital,O2_0115,peri_urban,30,0,0,0,0,cylinder_portable,1,0,2.2,0,6,4,76,0,1,0,0,1,1,9,concentrator_malfunction,2023,2,16,neonatal_respiratory,5,11,0,3,0,226.0,34.0,1,none,0
4086,district_hospital,O2_0011,peri_urban,13,0,0,0,0,oxygen_concentrator,0,0,4.5,0,4,5,45,0,1,1,1,0,0,22,cylinder_delivery_delay,2023,10,15,pneumonia_child,0,15,0,7,7,75.0,37.0,0,solar,2
4087,district_hospital,O2_0107,peri_urban,67,0,0,0,0,oxygen_concentrator,1,0,6.7,0,3,7,40,0,0,0,0,0,0,3,concentrator_malfunction,2024,6,12,pneumonia_adult,0,12,0,6,2,370.0,44.0,0,solar,39
4088,district_hospital,O2_0072,rural,26,0,0,0,0,cylinder_piped,0,0,1.2,0,2,4,3,0,0,0,0,0,0,7,cylinder_delivery_delay,2023,5,13,neonatal_respiratory,0,13,0,3,6,255.0,82.0,1,grid_unreliable,15
4089,district_hospital,O2_0145,rural,46,0,0,0,0,cylinder_portable,0,0,1.6,0,6,0,85,0,0,0,0,1,0,0,not_applicable,2022,2,8,COVID19_severe,6,2,0,0,0,245.0,26.0,1,none,2
4090,district_hospital,O2_0176,urban,50,0,0,0,0,oxygen_concentrator,1,0,3.3,0,2,7,2,0,1,0,0,0,0,1,no_oxygen_source,2024,1,10,pneumonia_child,0,10,0,5,3,280.0,44.0,0,none,6
4091,district_hospital,O2_0002,rural,30,0,0,0,0,PSA_plant_onsite,0,0,4.8,0,1,2,4,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,7,11,neonatal_respiratory,0,11,0,3,2,136.0,10.0,1,grid_reliable,3
4092,district_hospital,O2_0003,urban,53,0,0,0,0,none,0,0,9.2,1,2,8,34,0,0,0,0,0,0,2,concentrator_malfunction,2021,6,11,neonatal_respiratory,0,11,0,8,4,134.0,21.0,0,none,1
4093,district_hospital,O2_0160,rural,65,0,0,0,1,cylinder_piped,3,2,2.0,1,1,1,37,0,0,0,0,0,0,14,cylinder_delivery_delay,2024,4,14,COPD_exacerbation,0,14,0,5,4,277.0,155.0,1,grid_unreliable,1
4094,district_hospital,O2_0048,rural,5,0,0,0,0,none,0,0,5.0,0,2,7,1,0,0,0,0,1,0,0,not_applicable,2022,12,14,asthma_severe,5,9,1,5,0,227.0,2.0,1,grid_unreliable,0
4095,district_hospital,O2_0047,peri_urban,95,0,0,0,0,PSA_plant_onsite,0,0,6.8,0,4,5,49,1,1,0,0,0,0,5,power_outage,2023,7,14,pneumonia_child,0,14,0,6,4,147.0,55.0,0,solar,61
4096,district_hospital,O2_0128,peri_urban,76,0,0,0,0,oxygen_concentrator,2,1,5.0,0,3,5,134,0,1,0,0,0,0,12,cylinder_delivery_delay,2024,6,18,COVID19_severe,0,18,0,7,3,265.0,63.0,1,generator_only,41
4097,district_hospital,O2_0134,urban,26,0,0,0,0,cylinder_portable,1,0,3.0,0,2,2,7,0,0,0,0,1,0,0,not_applicable,2022,12,8,neonatal_respiratory,3,5,0,1,0,291.0,4.0,0,solar,14
4098,district_hospital,O2_0026,peri_urban,27,0,0,0,0,cylinder_piped,0,0,0.3,0,2,8,49,0,0,0,0,1,0,3,cylinder_delivery_delay,2024,2,6,neonatal_respiratory,3,3,1,1,0,152.0,25.0,0,grid_unreliable,12
4099,district_hospital,O2_0109,rural,57,0,0,0,0,cylinder_piped,0,0,5.6,0,4,5,2,0,0,0,0,1,1,0,not_applicable,2024,1,8,pneumonia_adult,2,6,1,3,0,235.0,63.0,0,none,20
4100,district_hospital,O2_0016,rural,74,0,0,0,0,cylinder_portable,0,0,23.5,0,2,4,4,0,0,0,0,1,1,0,not_applicable,2022,4,12,asthma_severe,6,6,1,2,0,57.0,49.0,1,generator_only,0
4101,district_hospital,O2_0010,rural,52,0,0,0,0,LOX_bulk_tank,0,0,5.8,0,5,7,14,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,12,12,surgical_anaesthesia,7,5,1,2,0,8.0,5.0,0,generator_only,5
4102,district_hospital,O2_0050,rural,131,0,0,0,0,none,0,0,1.5,0,2,3,11,0,1,0,0,0,0,9,concentrator_malfunction,2024,7,12,pneumonia_adult,0,12,0,8,5,414.0,71.0,0,generator_only,11
4103,district_hospital,O2_0161,peri_urban,65,0,0,0,0,cylinder_portable,0,0,0.2,0,3,4,20,0,0,0,0,1,1,0,not_applicable,2022,9,10,surgical_anaesthesia,4,6,1,2,0,212.0,40.0,0,none,1
4104,district_hospital,O2_0124,rural,115,0,1,0,1,none,0,0,9.0,1,3,5,1,0,0,0,0,0,0,4,demand_surge,2024,5,22,pneumonia_child,0,22,0,10,8,264.0,22.0,1,none,1
4105,district_hospital,O2_0141,urban,5,0,0,1,0,cylinder_portable,1,0,1.2,0,1,4,54,0,0,0,0,0,0,3,no_oxygen_source,2022,10,7,surgical_anaesthesia,0,7,0,3,2,199.0,21.0,0,grid_reliable,87
4106,district_hospital,O2_0149,urban,106,0,0,0,0,none,0,0,1.3,0,1,7,23,0,0,0,0,1,1,1,supplier_stockout,2023,2,10,asthma_severe,3,7,1,3,0,111.0,1.0,0,solar,36
4107,district_hospital,O2_0003,peri_urban,14,0,0,1,0,cylinder_portable,0,0,1.6,1,3,4,53,0,0,0,0,1,1,0,not_applicable,2024,12,13,other_hypoxemia,8,5,1,1,0,271.0,47.0,0,grid_unreliable,30
4108,district_hospital,O2_0180,rural,108,0,0,0,0,cylinder_piped,0,0,0.1,0,2,2,30,0,0,0,0,1,0,0,not_applicable,2023,6,23,pneumonia_adult,12,11,1,5,0,216.0,76.0,0,solar,38
4109,district_hospital,O2_0104,urban,47,0,0,0,1,none,0,0,1.7,1,5,0,3,0,0,0,0,1,0,6,cylinder_delivery_delay,2024,7,10,surgical_anaesthesia,4,6,0,1,0,290.0,23.0,0,solar,23
4110,district_hospital,O2_0034,urban,5,0,0,0,0,cylinder_portable,0,0,10.7,0,6,6,4,0,0,0,0,0,0,9,concentrator_malfunction,2024,1,8,severe_malaria,0,8,0,3,2,288.0,57.0,1,grid_unreliable,12
4111,district_hospital,O2_0042,rural,28,0,0,0,1,cylinder_piped,0,0,3.6,1,5,9,4,0,0,0,0,1,1,6,funding_for_refill,2023,5,8,neonatal_respiratory,3,5,0,2,0,256.0,7.0,0,grid_unreliable,7
4112,district_hospital,O2_0128,rural,5,0,0,0,0,cylinder_piped,1,0,6.1,0,5,2,26,0,0,0,0,0,0,4,empty_cylinders_not_collected,2021,7,12,pneumonia_adult,0,12,0,8,4,161.0,38.0,0,grid_unreliable,5
4113,district_hospital,O2_0025,urban,51,0,0,0,0,LOX_bulk_tank,0,0,4.0,0,5,1,26,0,1,1,1,1,1,0,not_applicable,2024,4,5,pneumonia_child,2,3,0,2,0,285.0,6.0,1,grid_unreliable,14
4114,district_hospital,O2_0072,rural,73,0,0,1,0,cylinder_portable,0,0,6.5,0,4,4,5,0,0,0,0,0,0,1,piping_system_leak,2021,6,12,pneumonia_child,0,12,0,2,2,111.0,18.0,1,generator_only,2
4115,district_hospital,O2_0081,rural,97,0,0,0,0,LOX_bulk_tank,4,1,0.0,0,1,2,44,0,0,0,0,1,1,0,not_applicable,2023,9,13,severe_malaria,6,7,1,3,0,115.0,71.0,0,solar,8
4116,district_hospital,O2_0163,rural,62,0,0,0,0,oxygen_concentrator,3,1,2.2,0,3,2,0,0,0,0,0,0,0,1,concentrator_malfunction,2023,8,10,severe_malaria,0,10,0,3,4,181.0,137.0,1,none,22
4117,district_hospital,O2_0017,rural,10,0,0,0,0,oxygen_concentrator,1,0,1.0,0,2,5,18,0,0,0,0,0,0,1,concentrator_malfunction,2021,4,17,other_hypoxemia,0,17,0,15,7,134.0,40.0,0,grid_unreliable,1
4118,district_hospital,O2_0022,peri_urban,29,0,0,0,0,cylinder_portable,0,0,0.1,1,2,7,11,0,1,1,0,1,1,0,not_applicable,2021,1,16,pneumonia_child,2,14,0,7,0,167.0,2.0,0,grid_unreliable,8
4119,district_hospital,O2_0074,urban,58,0,0,0,0,oxygen_concentrator,1,0,2.1,0,0,5,3,0,0,0,0,0,0,14,no_oxygen_source,2024,3,6,trauma,0,6,0,1,0,277.0,11.0,0,solar,1
4120,district_hospital,O2_0015,rural,82,0,0,0,0,oxygen_concentrator,2,0,5.9,0,3,4,59,0,1,1,0,0,0,1,PSA_plant_breakdown,2022,2,10,pneumonia_adult,0,10,0,3,2,53.0,5.0,1,grid_unreliable,56
4121,district_hospital,O2_0073,peri_urban,5,0,0,0,0,none,0,0,1.7,1,1,5,6,0,0,0,0,0,0,18,concentrator_malfunction,2022,10,5,sepsis,0,5,0,1,0,211.0,22.0,0,grid_unreliable,6
4122,district_hospital,O2_0117,peri_urban,76,0,0,0,0,cylinder_piped,2,1,1.6,0,5,4,5,0,1,0,0,1,1,0,not_applicable,2024,5,13,trauma,7,6,0,3,0,230.0,37.0,0,grid_unreliable,0
4123,district_hospital,O2_0160,rural,54,0,0,0,0,cylinder_portable,0,0,3.5,0,7,3,4,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,5,12,pneumonia_child,6,6,1,3,0,232.0,168.0,0,grid_unreliable,42
4124,district_hospital,O2_0174,urban,99,0,0,0,0,cylinder_portable,0,0,7.4,0,1,3,10,0,1,1,0,1,1,0,not_applicable,2022,5,10,pneumonia_child,3,7,1,3,0,243.0,15.0,0,generator_only,0
4125,district_hospital,O2_0169,peri_urban,64,0,0,0,0,oxygen_concentrator,3,1,18.2,0,1,4,6,0,0,0,0,0,0,26,concentrator_malfunction,2022,7,8,COVID19_severe,0,8,0,6,0,165.0,5.0,0,grid_unreliable,37
4126,district_hospital,O2_0149,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,4.3,0,4,4,115,0,0,0,0,1,1,0,not_applicable,2021,9,18,neonatal_respiratory,7,11,0,4,0,207.0,144.0,0,solar,10
4127,district_hospital,O2_0189,rural,72,0,0,0,0,none,0,0,4.0,0,2,3,128,0,0,0,0,1,1,0,not_applicable,2022,1,11,asthma_severe,3,8,0,6,0,169.0,47.0,1,grid_unreliable,13
4128,district_hospital,O2_0008,rural,37,0,0,0,0,cylinder_portable,2,1,0.9,0,4,5,57,0,1,0,0,0,0,6,cylinder_delivery_delay,2024,9,23,asthma_severe,0,23,0,11,0,313.0,126.0,1,solar,27
4129,district_hospital,O2_0038,rural,90,0,0,0,1,none,0,0,0.4,1,3,7,2,0,1,1,0,0,0,1,piping_system_leak,2024,7,9,neonatal_respiratory,0,9,0,6,2,174.0,8.0,0,grid_reliable,0
4130,district_hospital,O2_0157,peri_urban,22,0,0,0,0,oxygen_concentrator,4,2,4.0,1,5,2,15,0,0,0,0,0,0,3,demand_surge,2023,3,10,pneumonia_child,0,10,0,6,3,91.0,22.0,1,grid_unreliable,20
4131,district_hospital,O2_0087,rural,81,0,0,0,0,oxygen_concentrator,3,2,1.4,1,4,4,14,0,1,0,0,1,0,0,not_applicable,2022,11,4,trauma,2,2,0,1,0,212.0,13.0,0,grid_unreliable,2
4132,district_hospital,O2_0124,peri_urban,48,0,1,0,0,cylinder_piped,0,0,3.1,0,3,5,7,0,1,1,0,1,1,2,no_oxygen_source,2023,12,13,sepsis,6,7,0,4,0,152.0,26.0,0,generator_only,1
4133,district_hospital,O2_0129,rural,6,0,0,0,0,cylinder_portable,0,0,1.3,0,2,3,14,0,0,0,0,1,1,0,not_applicable,2023,2,14,heart_failure,4,10,1,4,0,200.0,36.0,0,solar,5
4134,district_hospital,O2_0199,urban,87,0,0,0,0,oxygen_concentrator,1,0,0.3,1,2,11,35,0,1,0,0,0,0,2,power_outage,2023,9,11,surgical_anaesthesia,0,11,0,5,0,238.0,177.0,1,none,33
4135,district_hospital,O2_0165,rural,27,0,0,0,0,oxygen_concentrator,1,0,4.4,1,4,4,8,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,12,19,COVID19_severe,0,19,0,7,0,141.0,25.0,0,grid_unreliable,7
4136,district_hospital,O2_0108,peri_urban,79,0,0,0,0,oxygen_concentrator,0,0,1.2,0,4,4,16,0,0,0,0,1,0,0,not_applicable,2024,8,12,pneumonia_adult,4,8,0,4,0,92.0,6.0,1,solar,13
4137,district_hospital,O2_0129,peri_urban,100,0,0,0,0,LOX_bulk_tank,0,0,0.2,0,5,1,2,0,0,0,0,1,1,0,not_applicable,2023,7,16,pneumonia_child,10,6,0,3,0,349.0,23.0,1,none,37
4138,district_hospital,O2_0015,urban,85,0,0,0,0,cylinder_portable,2,0,10.5,0,3,3,107,0,1,0,0,1,1,0,not_applicable,2022,8,8,neonatal_respiratory,3,5,1,2,0,111.0,77.0,0,grid_unreliable,5
4139,district_hospital,O2_0028,peri_urban,69,0,0,0,0,PSA_plant_onsite,0,0,5.6,0,0,3,14,1,1,0,0,0,0,25,cylinder_delivery_delay,2024,2,6,sepsis,0,6,0,3,1,129.0,59.0,0,grid_unreliable,15
4140,district_hospital,O2_0138,peri_urban,94,0,0,0,0,none,0,0,6.2,0,4,6,1,0,1,0,0,0,0,12,power_outage,2021,9,10,trauma,0,10,0,6,2,147.0,50.0,0,grid_unreliable,14
4141,district_hospital,O2_0089,urban,88,0,0,0,0,oxygen_concentrator,2,1,2.2,0,2,6,7,0,0,0,0,0,0,14,regulator_valve_failure,2022,6,10,pneumonia_adult,0,10,0,4,1,105.0,89.0,0,generator_only,11
4142,district_hospital,O2_0165,rural,42,0,0,0,0,oxygen_concentrator,0,0,6.3,0,5,6,24,0,0,0,0,0,0,2,empty_cylinders_not_collected,2024,5,17,sepsis,0,17,0,8,11,163.0,13.0,0,grid_reliable,21
4143,district_hospital,O2_0009,urban,85,0,0,0,0,none,0,0,2.8,0,3,3,42,0,1,0,0,1,1,0,not_applicable,2022,12,12,other_hypoxemia,4,8,0,5,0,246.0,7.0,0,grid_unreliable,4
4144,district_hospital,O2_0187,rural,5,0,0,0,0,LOX_bulk_tank,0,0,1.8,1,1,8,19,0,0,0,0,1,0,0,not_applicable,2024,4,11,heart_failure,4,7,0,3,0,169.0,223.0,1,none,43
4145,district_hospital,O2_0065,peri_urban,47,0,0,0,0,cylinder_piped,0,0,0.6,0,6,1,12,0,1,0,0,0,0,18,empty_cylinders_not_collected,2024,9,8,COVID19_severe,0,8,0,6,2,265.0,31.0,0,solar,10
4146,district_hospital,O2_0076,rural,129,0,0,0,0,oxygen_concentrator,2,1,4.6,0,3,1,13,0,0,0,0,0,0,12,cylinder_delivery_delay,2024,4,17,heart_failure,0,17,0,8,4,275.0,9.0,0,none,22
4147,district_hospital,O2_0028,peri_urban,118,0,0,1,0,cylinder_piped,0,0,2.9,0,1,4,34,0,1,0,0,1,1,0,not_applicable,2022,2,11,other_hypoxemia,3,8,1,5,0,292.0,2.0,0,grid_reliable,2
4148,district_hospital,O2_0077,rural,74,0,0,0,0,cylinder_portable,0,0,5.9,0,3,6,50,0,0,0,0,0,0,20,concentrator_malfunction,2023,8,13,COPD_exacerbation,0,13,0,4,4,380.0,254.0,0,generator_only,21
4149,district_hospital,O2_0192,urban,12,0,0,0,0,cylinder_portable,0,0,4.2,0,1,5,5,0,0,0,0,1,1,0,not_applicable,2024,9,15,COVID19_severe,5,10,1,3,0,254.0,28.0,0,grid_unreliable,6
4150,district_hospital,O2_0096,rural,15,0,0,0,0,oxygen_concentrator,1,0,3.9,0,4,8,46,0,0,0,0,1,1,0,not_applicable,2024,6,8,neonatal_respiratory,3,5,0,1,0,178.0,18.0,0,none,2
4151,district_hospital,O2_0137,rural,59,0,0,0,0,oxygen_concentrator,4,1,0.3,0,2,5,25,0,1,0,0,0,0,7,funding_for_refill,2022,12,14,trauma,0,14,0,9,3,111.0,24.0,0,generator_only,34
4152,district_hospital,O2_0030,rural,39,0,0,0,0,oxygen_concentrator,0,0,15.6,0,3,5,12,0,1,1,0,1,1,0,not_applicable,2021,4,12,pneumonia_adult,7,5,0,3,0,169.0,19.0,0,none,34
4153,district_hospital,O2_0092,peri_urban,67,0,0,0,0,cylinder_portable,0,0,4.0,0,2,4,4,0,0,0,0,0,0,20,piping_system_leak,2021,5,12,heart_failure,0,12,0,7,5,242.0,57.0,0,grid_reliable,3
4154,district_hospital,O2_0159,peri_urban,97,0,0,0,0,cylinder_portable,0,0,6.6,0,6,3,39,0,0,0,0,0,0,2,power_outage,2024,10,9,heart_failure,0,9,0,5,2,173.0,19.0,1,grid_unreliable,47
4155,district_hospital,O2_0199,rural,119,0,0,0,0,oxygen_concentrator,1,0,5.2,0,5,4,1,0,1,0,0,1,1,0,not_applicable,2024,9,9,asthma_severe,3,6,0,2,0,263.0,52.0,0,solar,3
4156,district_hospital,O2_0074,urban,43,0,0,0,0,cylinder_portable,0,0,1.7,0,1,7,10,0,1,0,0,0,0,22,cylinder_delivery_delay,2023,5,11,pneumonia_adult,0,11,0,6,1,160.0,55.0,0,solar,56
4157,district_hospital,O2_0010,peri_urban,36,0,0,0,0,cylinder_piped,0,0,4.5,0,2,1,12,0,0,0,0,1,1,0,not_applicable,2024,10,18,surgical_anaesthesia,10,8,0,3,0,281.0,14.0,1,none,9
4158,district_hospital,O2_0008,rural,17,0,0,0,0,cylinder_portable,0,0,3.3,0,4,3,9,0,1,0,0,1,1,6,cylinder_delivery_delay,2024,8,15,pneumonia_adult,4,11,0,3,0,104.0,87.0,1,grid_unreliable,30
4159,district_hospital,O2_0008,urban,47,0,0,0,0,cylinder_portable,0,0,4.7,0,4,1,11,0,0,0,0,0,0,5,demand_surge,2022,2,10,pneumonia_adult,0,10,0,1,5,178.0,123.0,0,generator_only,4
4160,district_hospital,O2_0115,rural,52,0,1,0,0,cylinder_piped,0,0,3.5,0,3,5,5,0,1,0,0,1,0,2,empty_cylinders_not_collected,2024,3,15,pneumonia_adult,6,9,0,2,0,222.0,24.0,0,generator_only,37
4161,district_hospital,O2_0048,peri_urban,81,0,0,0,0,none,0,0,4.5,0,0,5,69,0,0,0,0,1,1,0,not_applicable,2024,1,9,pneumonia_adult,2,7,1,3,0,153.0,58.0,0,none,12
4162,district_hospital,O2_0017,rural,69,0,0,0,0,cylinder_piped,0,0,3.3,0,4,3,56,0,1,1,1,1,1,0,not_applicable,2023,8,7,COPD_exacerbation,4,3,1,0,0,168.0,34.0,0,none,0
4163,district_hospital,O2_0032,rural,35,0,0,0,0,none,0,0,2.5,0,3,4,31,0,0,0,0,0,0,3,funding_for_refill,2023,4,11,surgical_anaesthesia,0,11,0,6,2,277.0,3.0,1,grid_reliable,0
4164,district_hospital,O2_0073,peri_urban,78,0,0,0,0,oxygen_concentrator,1,0,0.3,1,6,1,23,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,3,9,trauma,0,9,0,4,2,237.0,8.0,0,solar,23
4165,district_hospital,O2_0071,rural,5,0,0,0,0,cylinder_portable,0,0,5.3,0,5,3,14,0,0,0,0,1,1,0,not_applicable,2022,10,14,other_hypoxemia,7,7,0,2,0,213.0,99.0,0,grid_unreliable,10
4166,district_hospital,O2_0072,urban,69,0,0,0,0,cylinder_portable,3,1,3.2,0,7,6,2,0,0,0,0,1,0,0,not_applicable,2022,12,12,pneumonia_child,2,10,1,4,0,107.0,14.0,0,grid_unreliable,8
4167,district_hospital,O2_0062,peri_urban,132,0,0,0,0,oxygen_concentrator,3,1,7.5,0,7,2,14,0,0,0,0,1,1,9,concentrator_malfunction,2022,8,18,pneumonia_adult,8,10,0,5,0,251.0,25.0,0,generator_only,3
4168,district_hospital,O2_0136,urban,32,0,0,0,0,cylinder_portable,2,1,3.6,0,4,3,0,0,1,0,0,1,0,0,not_applicable,2022,11,10,other_hypoxemia,2,8,1,4,0,134.0,50.0,1,none,1
4169,district_hospital,O2_0069,rural,5,0,0,0,0,cylinder_portable,1,0,8.6,0,3,3,6,0,0,0,0,1,1,0,not_applicable,2021,6,10,heart_failure,2,8,1,6,0,166.0,72.0,0,grid_unreliable,2
4170,district_hospital,O2_0051,rural,30,0,0,0,0,LOX_bulk_tank,0,0,5.1,1,6,5,14,0,0,0,0,1,0,0,not_applicable,2024,11,12,trauma,6,6,1,1,0,169.0,90.0,1,generator_only,35
4171,district_hospital,O2_0145,rural,69,0,0,0,0,none,0,0,2.0,0,1,4,77,0,0,0,0,0,0,13,concentrator_malfunction,2024,10,10,surgical_anaesthesia,0,10,0,3,4,168.0,38.0,0,grid_unreliable,5
4172,district_hospital,O2_0048,peri_urban,28,0,0,0,0,cylinder_portable,0,0,0.1,0,2,4,14,0,0,0,0,1,1,5,PSA_plant_breakdown,2022,1,8,sepsis,3,5,0,1,0,126.0,9.0,0,grid_unreliable,14
4173,district_hospital,O2_0104,peri_urban,39,0,0,0,0,cylinder_portable,0,0,0.1,0,2,4,21,0,0,0,0,0,0,9,empty_cylinders_not_collected,2024,3,12,pneumonia_child,0,12,0,7,4,210.0,12.0,0,grid_unreliable,1
4174,district_hospital,O2_0134,peri_urban,44,0,0,0,0,oxygen_concentrator,3,1,4.9,1,0,9,20,0,0,0,0,1,1,0,not_applicable,2022,9,11,asthma_severe,3,8,0,2,0,122.0,66.0,1,grid_unreliable,4
4175,district_hospital,O2_0068,urban,6,0,0,0,0,cylinder_piped,5,1,12.2,0,6,5,4,0,1,1,0,0,0,30,PSA_plant_breakdown,2023,6,8,heart_failure,0,8,0,4,2,273.0,60.0,0,grid_unreliable,7
4176,district_hospital,O2_0096,rural,72,0,0,0,0,cylinder_piped,0,0,0.1,1,2,4,9,0,0,0,0,1,1,0,not_applicable,2021,2,18,COPD_exacerbation,11,7,1,2,0,198.0,40.0,0,grid_unreliable,33
4177,district_hospital,O2_0059,rural,111,0,0,1,0,oxygen_concentrator,0,0,4.3,0,2,2,37,0,0,0,0,1,1,0,not_applicable,2021,11,13,COPD_exacerbation,6,7,0,3,0,143.0,22.0,1,solar,12
4178,district_hospital,O2_0115,urban,49,0,0,0,0,oxygen_concentrator,0,0,1.5,0,2,5,29,0,1,0,0,0,0,22,cylinder_delivery_delay,2023,2,12,COVID19_severe,0,12,0,5,4,323.0,20.0,0,none,10
4179,district_hospital,O2_0074,peri_urban,40,0,0,0,0,PSA_plant_onsite,0,0,2.5,0,1,2,10,1,0,0,0,1,1,0,not_applicable,2022,10,15,pneumonia_child,4,11,0,4,0,209.0,180.0,1,grid_unreliable,2
4180,district_hospital,O2_0157,urban,56,0,0,0,0,cylinder_portable,0,0,0.8,0,2,8,1,0,1,1,0,0,0,17,cylinder_delivery_delay,2021,9,8,surgical_anaesthesia,0,8,0,1,0,146.0,110.0,0,none,24
4181,district_hospital,O2_0155,peri_urban,64,0,0,0,0,cylinder_piped,0,0,0.4,0,3,5,100,0,0,0,0,1,1,0,not_applicable,2023,4,12,pneumonia_child,5,7,0,3,0,241.0,82.0,0,solar,9
4182,district_hospital,O2_0182,urban,13,0,0,0,0,cylinder_portable,0,0,0.4,0,2,5,57,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,1,8,pneumonia_child,0,8,0,5,0,99.0,35.0,0,grid_unreliable,39
4183,district_hospital,O2_0136,peri_urban,58,0,0,0,0,cylinder_portable,0,0,11.6,0,2,6,6,0,1,1,0,0,0,14,power_outage,2022,5,10,COPD_exacerbation,0,10,0,2,1,502.0,45.0,0,grid_unreliable,1
4184,district_hospital,O2_0180,rural,51,0,1,0,0,cylinder_portable,0,0,6.7,0,6,5,13,0,1,0,0,0,0,14,concentrator_malfunction,2024,7,18,COVID19_severe,0,18,0,9,6,137.0,7.0,1,grid_unreliable,6
4185,district_hospital,O2_0166,peri_urban,60,0,0,1,0,PSA_plant_onsite,0,0,1.4,0,1,6,4,0,0,0,0,0,0,4,cylinder_delivery_delay,2022,11,21,surgical_anaesthesia,0,21,0,11,8,223.0,10.0,1,generator_only,28
4186,district_hospital,O2_0071,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.7,0,3,6,43,0,0,0,0,1,1,0,not_applicable,2023,6,15,severe_malaria,6,9,0,5,0,236.0,7.0,1,solar,2
4187,district_hospital,O2_0143,rural,35,0,0,0,0,cylinder_portable,0,0,6.3,0,3,3,3,0,1,0,0,1,1,0,not_applicable,2023,3,15,heart_failure,4,11,0,2,0,236.0,80.0,0,grid_reliable,13
4188,district_hospital,O2_0121,rural,53,0,0,1,0,cylinder_portable,1,0,4.5,0,0,5,15,0,0,0,0,1,1,0,not_applicable,2022,5,10,neonatal_respiratory,4,6,1,4,0,298.0,33.0,0,none,29
4189,district_hospital,O2_0026,rural,102,0,0,0,0,cylinder_portable,2,0,4.3,0,4,4,23,0,0,0,0,1,1,0,not_applicable,2024,12,11,asthma_severe,2,9,1,3,0,128.0,49.0,1,none,15
4190,district_hospital,O2_0151,rural,42,0,0,0,0,oxygen_concentrator,3,2,2.8,0,2,2,36,0,0,0,0,1,1,1,concentrator_malfunction,2022,8,18,pneumonia_child,5,13,1,5,0,122.0,59.0,1,grid_unreliable,3
4191,district_hospital,O2_0087,peri_urban,5,0,0,0,0,PSA_plant_onsite,3,1,0.8,0,3,3,3,0,0,0,0,1,0,0,not_applicable,2024,8,10,pneumonia_child,4,6,1,3,0,55.0,21.0,0,none,4
4192,district_hospital,O2_0075,peri_urban,22,0,0,0,0,cylinder_portable,0,0,6.3,0,2,4,70,0,0,0,0,0,0,7,supplier_stockout,2024,1,9,COVID19_severe,0,9,0,3,2,161.0,32.0,0,solar,17
4193,district_hospital,O2_0164,rural,97,0,0,0,0,oxygen_concentrator,3,1,13.1,0,4,5,66,0,0,0,0,0,0,20,cylinder_delivery_delay,2021,5,9,pneumonia_adult,0,9,0,3,3,299.0,54.0,0,grid_unreliable,16
4194,district_hospital,O2_0080,rural,67,0,0,0,0,oxygen_concentrator,0,0,13.2,0,1,8,39,0,0,0,0,0,0,6,supplier_stockout,2024,5,13,other_hypoxemia,0,13,0,8,0,257.0,55.0,1,grid_reliable,45
4195,district_hospital,O2_0124,rural,11,0,0,0,0,cylinder_piped,0,0,1.5,0,3,5,22,0,1,1,0,1,1,0,not_applicable,2023,8,13,trauma,7,6,0,3,0,125.0,44.0,0,grid_reliable,3
4196,district_hospital,O2_0073,rural,77,0,0,0,0,cylinder_portable,0,0,3.6,0,5,5,13,0,0,0,0,0,0,30,concentrator_malfunction,2021,5,11,neonatal_respiratory,0,11,0,7,0,132.0,18.0,1,grid_unreliable,8
4197,district_hospital,O2_0094,rural,132,0,0,0,0,cylinder_portable,0,0,13.3,0,3,6,14,0,0,0,0,1,1,0,not_applicable,2022,5,11,trauma,3,8,1,4,0,307.0,144.0,1,grid_unreliable,9
4198,district_hospital,O2_0104,peri_urban,58,0,0,0,0,cylinder_portable,0,0,1.8,0,1,7,16,0,0,0,0,1,0,5,concentrator_malfunction,2024,1,17,sepsis,10,7,0,2,0,131.0,21.0,0,none,16
4199,district_hospital,O2_0046,urban,119,0,0,0,0,LOX_bulk_tank,3,1,4.7,0,0,3,11,0,1,1,0,0,0,7,power_outage,2024,8,18,COPD_exacerbation,0,18,0,7,5,134.0,25.0,0,grid_unreliable,3
4200,district_hospital,O2_0111,peri_urban,110,0,0,0,0,none,0,0,4.4,0,5,2,14,0,1,1,0,0,0,15,demand_surge,2022,7,7,surgical_anaesthesia,0,7,0,4,0,241.0,46.0,1,none,46
4201,district_hospital,O2_0167,rural,127,0,0,0,0,cylinder_portable,0,0,11.2,0,1,9,36,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,4,12,heart_failure,0,12,0,6,6,211.0,36.0,1,grid_reliable,1
4202,district_hospital,O2_0107,rural,30,0,0,0,0,oxygen_concentrator,2,1,0.3,1,1,6,13,0,0,0,0,1,1,4,empty_cylinders_not_collected,2023,12,11,asthma_severe,5,6,0,2,0,164.0,38.0,0,grid_reliable,22
4203,district_hospital,O2_0145,urban,41,0,0,0,0,cylinder_portable,0,0,1.3,0,2,7,11,0,0,0,0,1,0,0,not_applicable,2021,7,11,neonatal_respiratory,8,3,0,1,0,271.0,5.0,1,generator_only,13
4204,district_hospital,O2_0171,rural,84,0,0,0,0,cylinder_portable,0,0,1.2,0,8,4,17,0,1,0,0,0,0,18,cylinder_delivery_delay,2023,4,18,pneumonia_child,0,18,0,9,8,163.0,21.0,0,grid_unreliable,7
4205,district_hospital,O2_0067,peri_urban,139,0,0,0,0,none,0,0,4.3,0,3,10,5,0,1,0,0,1,0,0,not_applicable,2022,4,10,COVID19_severe,3,7,1,5,0,247.0,1.0,1,generator_only,13
4206,district_hospital,O2_0154,peri_urban,39,0,0,1,0,LOX_bulk_tank,5,1,1.7,0,1,3,58,0,1,0,0,1,1,0,not_applicable,2024,3,8,heart_failure,5,3,1,2,0,189.0,3.0,0,solar,15
4207,district_hospital,O2_0183,peri_urban,69,0,0,0,0,cylinder_piped,2,0,8.8,0,3,4,9,0,0,0,0,1,0,3,power_outage,2023,6,13,other_hypoxemia,6,7,0,3,0,212.0,17.0,0,generator_only,1
4208,district_hospital,O2_0053,urban,59,0,0,0,0,oxygen_concentrator,1,0,9.8,0,6,3,10,0,0,0,0,1,1,0,not_applicable,2022,11,8,pneumonia_adult,2,6,0,3,0,159.0,1.0,0,none,1
4209,district_hospital,O2_0194,peri_urban,73,0,0,0,0,oxygen_concentrator,1,0,5.9,0,3,3,2,0,1,1,0,1,0,0,not_applicable,2024,4,11,severe_malaria,7,4,0,2,0,175.0,153.0,0,generator_only,14
4210,district_hospital,O2_0161,rural,158,0,0,0,0,cylinder_portable,0,0,0.0,0,3,5,31,0,0,0,0,1,0,0,not_applicable,2023,10,10,COVID19_severe,3,7,1,4,0,221.0,160.0,0,grid_unreliable,9
4211,district_hospital,O2_0095,rural,33,0,0,0,0,oxygen_concentrator,2,1,4.7,0,7,5,36,0,1,1,0,0,0,1,empty_cylinders_not_collected,2022,8,10,heart_failure,0,10,0,6,2,265.0,8.0,0,none,20
4212,district_hospital,O2_0022,peri_urban,133,0,0,0,0,PSA_plant_onsite,0,0,3.9,0,1,2,2,1,0,0,0,1,1,0,not_applicable,2024,4,9,asthma_severe,4,5,1,1,0,202.0,64.0,0,generator_only,5
4213,district_hospital,O2_0158,peri_urban,160,0,0,1,0,oxygen_concentrator,2,0,0.5,0,2,2,56,0,0,0,0,0,0,3,PSA_plant_breakdown,2023,1,14,trauma,0,14,0,7,4,382.0,69.0,1,grid_unreliable,26
4214,district_hospital,O2_0188,peri_urban,14,0,0,0,0,oxygen_concentrator,2,0,1.1,0,4,5,12,0,1,1,1,1,0,2,concentrator_malfunction,2022,8,15,COPD_exacerbation,6,9,0,4,0,135.0,41.0,1,grid_reliable,8
4215,district_hospital,O2_0137,rural,13,0,0,0,0,cylinder_portable,1,0,6.3,0,2,3,5,0,0,0,0,1,0,0,not_applicable,2021,11,10,pneumonia_child,6,4,0,2,0,76.0,67.0,1,grid_unreliable,22
4216,district_hospital,O2_0073,urban,151,0,0,0,0,cylinder_portable,0,0,7.8,1,0,1,25,0,1,0,0,0,0,3,cylinder_delivery_delay,2022,1,11,severe_malaria,0,11,0,4,0,177.0,45.0,0,generator_only,6
4217,district_hospital,O2_0168,peri_urban,28,0,0,0,0,cylinder_piped,0,0,3.2,0,0,4,12,0,0,0,0,0,0,3,supplier_stockout,2023,4,7,other_hypoxemia,0,7,0,2,2,155.0,19.0,1,grid_unreliable,15
4218,district_hospital,O2_0148,rural,80,0,0,0,0,cylinder_portable,0,0,4.5,0,7,6,16,0,1,0,0,0,0,2,cylinder_delivery_delay,2023,4,14,pneumonia_adult,0,14,0,6,5,129.0,46.0,0,none,5
4219,district_hospital,O2_0168,peri_urban,69,0,0,0,0,cylinder_piped,1,0,2.0,0,3,4,12,0,1,1,0,1,1,1,power_outage,2023,1,14,COVID19_severe,6,8,1,5,0,173.0,35.0,0,grid_unreliable,0
4220,district_hospital,O2_0157,rural,68,0,0,0,0,cylinder_piped,0,0,4.9,0,1,3,12,0,0,0,0,0,0,11,concentrator_malfunction,2022,6,11,other_hypoxemia,0,11,0,4,0,262.0,47.0,0,grid_unreliable,25
4221,district_hospital,O2_0162,urban,74,0,0,0,0,oxygen_concentrator,2,1,2.7,0,2,4,107,0,0,0,0,1,1,0,not_applicable,2023,4,11,other_hypoxemia,5,6,1,3,0,165.0,63.0,1,grid_unreliable,4
4222,district_hospital,O2_0091,rural,113,0,0,0,0,oxygen_concentrator,0,0,6.2,0,8,7,10,0,0,0,0,1,1,0,not_applicable,2024,12,12,severe_malaria,5,7,0,3,0,296.0,62.0,1,grid_unreliable,2
4223,district_hospital,O2_0095,rural,106,0,0,0,0,none,0,0,1.9,0,1,5,8,0,1,0,0,1,1,15,supplier_stockout,2024,4,8,pneumonia_adult,3,5,1,3,0,173.0,11.0,0,generator_only,12
4224,district_hospital,O2_0025,rural,49,0,0,0,0,oxygen_concentrator,2,1,2.8,0,5,0,28,0,0,0,0,0,0,11,cylinder_delivery_delay,2024,5,12,pneumonia_child,0,12,0,6,3,131.0,3.0,0,grid_unreliable,13
4225,district_hospital,O2_0160,rural,5,0,0,0,0,none,0,0,2.4,0,2,3,2,0,1,1,0,0,0,1,demand_surge,2023,3,9,pneumonia_child,0,9,0,5,3,63.0,63.0,0,generator_only,4
4226,district_hospital,O2_0089,rural,5,0,0,0,0,cylinder_portable,0,0,3.4,1,1,4,7,0,0,0,0,1,1,0,not_applicable,2022,9,7,other_hypoxemia,5,2,1,0,0,211.0,44.0,0,none,1
4227,district_hospital,O2_0113,urban,5,0,0,0,0,cylinder_portable,3,1,0.3,0,3,9,9,0,0,0,0,1,1,0,not_applicable,2021,2,15,pneumonia_adult,3,12,1,5,0,392.0,2.0,0,none,3
4228,district_hospital,O2_0173,rural,37,0,0,0,0,oxygen_concentrator,1,1,0.1,0,2,3,24,0,0,0,0,1,1,0,not_applicable,2024,5,4,neonatal_respiratory,1,3,1,1,0,325.0,90.0,1,grid_reliable,90
4229,district_hospital,O2_0160,peri_urban,5,0,0,0,0,none,0,0,2.8,0,3,3,6,0,0,0,0,1,1,0,not_applicable,2022,9,10,other_hypoxemia,4,6,0,2,0,118.0,1.0,0,none,9
4230,district_hospital,O2_0098,rural,76,0,0,0,0,cylinder_portable,3,1,5.3,1,3,2,20,0,0,0,0,1,0,0,not_applicable,2023,9,17,heart_failure,7,10,0,5,0,256.0,30.0,0,solar,15
4231,district_hospital,O2_0114,rural,57,0,0,0,0,oxygen_concentrator,1,0,1.7,0,6,4,8,0,0,0,0,1,1,7,cylinder_delivery_delay,2024,8,10,heart_failure,2,8,0,4,0,316.0,7.0,1,none,1
4232,district_hospital,O2_0047,urban,37,0,0,0,0,oxygen_concentrator,2,0,0.5,0,2,1,31,0,0,0,0,1,1,2,cylinder_delivery_delay,2024,10,11,COVID19_severe,5,6,1,2,0,200.0,73.0,0,grid_reliable,6
4233,district_hospital,O2_0065,urban,55,0,0,0,0,none,0,0,3.5,0,2,5,49,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,8,13,COPD_exacerbation,0,13,0,3,3,237.0,17.0,1,none,15
4234,district_hospital,O2_0186,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.7,0,0,8,6,0,0,0,0,0,0,30,no_oxygen_source,2022,11,11,trauma,0,11,0,4,3,26.0,120.0,1,none,32
4235,district_hospital,O2_0076,peri_urban,104,0,0,0,0,cylinder_portable,0,0,1.1,1,4,5,59,0,1,1,0,1,1,6,supplier_stockout,2023,5,8,severe_malaria,1,7,0,3,0,281.0,5.0,0,none,10
4236,district_hospital,O2_0060,rural,111,0,0,0,0,cylinder_piped,0,0,10.4,0,1,4,0,0,1,0,0,0,0,18,no_oxygen_source,2024,8,10,severe_malaria,0,10,0,4,3,300.0,40.0,1,generator_only,36
4237,district_hospital,O2_0038,rural,68,1,0,0,0,cylinder_portable,0,0,6.2,0,2,2,91,0,0,0,0,1,1,0,not_applicable,2023,11,13,pneumonia_child,8,5,0,1,0,215.0,62.0,1,grid_unreliable,36
4238,district_hospital,O2_0075,peri_urban,32,0,0,1,0,oxygen_concentrator,4,1,5.1,0,3,4,6,0,0,0,0,0,0,5,regulator_valve_failure,2021,9,8,COVID19_severe,0,8,0,3,3,179.0,16.0,1,none,0
4239,district_hospital,O2_0023,rural,37,0,0,0,0,oxygen_concentrator,3,1,2.4,0,4,2,16,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,11,10,neonatal_respiratory,0,10,0,5,2,183.0,1.0,1,generator_only,1
4240,district_hospital,O2_0043,urban,83,1,0,0,0,cylinder_piped,0,0,0.3,0,2,4,43,0,0,0,0,1,1,0,not_applicable,2021,4,10,sepsis,5,5,0,1,0,106.0,96.0,0,none,13
4241,district_hospital,O2_0127,rural,88,0,0,0,0,none,4,2,4.7,0,3,4,30,0,0,0,0,0,0,5,no_oxygen_source,2022,8,11,neonatal_respiratory,0,11,0,1,1,60.0,2.0,0,grid_unreliable,21
4242,district_hospital,O2_0099,peri_urban,77,0,0,0,0,cylinder_piped,0,0,1.7,0,4,0,44,0,1,0,0,1,1,0,not_applicable,2023,7,17,pneumonia_adult,7,10,1,1,0,122.0,62.0,1,grid_unreliable,0
4243,district_hospital,O2_0194,peri_urban,53,0,0,0,0,PSA_plant_onsite,0,0,0.6,0,2,4,0,1,1,1,1,0,0,2,no_oxygen_source,2024,9,12,pneumonia_adult,0,12,0,7,1,261.0,22.0,0,grid_unreliable,44
4244,district_hospital,O2_0096,urban,48,1,0,0,0,LOX_bulk_tank,0,0,5.5,0,1,4,15,0,0,0,0,1,1,0,not_applicable,2022,11,11,COVID19_severe,5,6,0,3,0,252.0,4.0,1,solar,28
4245,district_hospital,O2_0064,peri_urban,7,0,0,0,0,none,0,0,0.3,0,4,4,10,0,1,0,0,1,0,0,not_applicable,2022,2,8,trauma,3,5,0,3,0,103.0,73.0,0,generator_only,22
4246,district_hospital,O2_0140,rural,74,0,0,0,0,none,0,0,4.9,0,4,5,14,0,1,0,0,1,0,0,not_applicable,2023,5,11,neonatal_respiratory,6,5,0,2,0,190.0,104.0,1,none,27
4247,district_hospital,O2_0022,peri_urban,92,0,0,0,0,none,0,0,2.8,0,6,3,71,0,0,0,0,0,0,9,demand_surge,2024,3,19,COVID19_severe,0,19,0,10,4,38.0,11.0,0,grid_unreliable,14
4248,district_hospital,O2_0130,rural,34,0,0,0,0,LOX_bulk_tank,0,0,1.8,0,6,8,1,0,0,0,0,0,0,6,funding_for_refill,2021,11,13,severe_malaria,0,13,0,4,2,224.0,42.0,1,none,14
4249,district_hospital,O2_0110,urban,21,0,0,0,0,cylinder_portable,2,0,4.7,0,2,2,30,0,1,1,0,0,0,7,power_outage,2021,8,19,pneumonia_adult,0,19,0,10,6,170.0,27.0,1,grid_unreliable,1
4250,district_hospital,O2_0050,rural,85,0,0,1,0,oxygen_concentrator,5,4,2.7,0,3,7,29,0,0,0,0,0,0,12,PSA_plant_breakdown,2021,9,17,neonatal_respiratory,0,17,0,5,6,85.0,74.0,0,none,14
4251,district_hospital,O2_0076,urban,44,0,0,0,0,none,0,0,23.6,0,3,2,23,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,11,11,asthma_severe,0,11,0,3,2,122.0,122.0,1,solar,6
4252,district_hospital,O2_0039,rural,40,0,0,0,0,oxygen_concentrator,6,2,5.1,0,1,2,3,0,1,0,0,1,0,0,not_applicable,2023,5,14,trauma,3,11,0,5,0,177.0,45.0,0,grid_unreliable,3
4253,district_hospital,O2_0032,rural,33,0,0,0,0,cylinder_portable,0,0,1.5,0,1,7,38,0,0,0,0,1,1,0,not_applicable,2021,9,15,trauma,8,7,1,5,0,155.0,38.0,0,grid_unreliable,6
4254,district_hospital,O2_0036,rural,5,0,0,0,0,cylinder_portable,0,0,10.7,0,6,4,39,0,0,0,0,0,0,15,cylinder_delivery_delay,2022,4,10,other_hypoxemia,0,10,0,4,2,253.0,8.0,1,solar,26
4255,district_hospital,O2_0013,rural,135,0,0,0,0,oxygen_concentrator,1,0,14.3,1,1,1,4,0,1,0,0,1,0,0,not_applicable,2024,8,12,surgical_anaesthesia,6,6,0,0,0,206.0,52.0,1,solar,1
4256,district_hospital,O2_0036,peri_urban,56,0,0,0,1,none,0,0,1.1,1,3,2,9,0,1,1,1,0,0,16,cylinder_delivery_delay,2021,4,6,asthma_severe,0,6,0,4,1,292.0,15.0,0,none,2
4257,district_hospital,O2_0157,rural,5,0,0,0,0,oxygen_concentrator,2,0,1.6,1,3,2,5,0,1,0,0,0,0,12,power_outage,2023,5,10,surgical_anaesthesia,0,10,0,3,5,195.0,35.0,0,none,17
4258,district_hospital,O2_0110,rural,120,0,0,0,0,oxygen_concentrator,4,0,2.4,1,2,3,32,0,1,0,0,0,0,2,concentrator_malfunction,2023,9,13,severe_malaria,0,13,0,6,2,189.0,36.0,0,none,5
4259,district_hospital,O2_0118,rural,89,0,0,0,0,oxygen_concentrator,3,0,0.7,0,2,5,20,0,1,0,0,0,0,29,cylinder_delivery_delay,2023,1,12,trauma,0,12,0,4,2,129.0,72.0,0,grid_unreliable,6
4260,district_hospital,O2_0052,urban,87,0,0,0,0,oxygen_concentrator,4,2,0.8,0,3,2,4,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,4,5,COVID19_severe,0,5,0,1,2,227.0,21.0,0,grid_reliable,4
4261,district_hospital,O2_0084,rural,41,0,0,1,0,oxygen_concentrator,1,0,4.1,0,5,1,13,0,0,0,0,1,1,0,not_applicable,2022,4,17,surgical_anaesthesia,4,13,0,8,0,184.0,10.0,0,grid_unreliable,19
4262,district_hospital,O2_0066,peri_urban,95,0,1,0,0,none,0,0,11.3,0,3,3,9,0,0,0,0,0,0,1,demand_surge,2022,7,11,sepsis,0,11,0,5,1,210.0,121.0,1,none,16
4263,district_hospital,O2_0066,peri_urban,50,0,0,0,0,cylinder_portable,0,0,15.5,0,3,2,29,0,0,0,0,0,0,2,PSA_plant_breakdown,2023,1,15,asthma_severe,0,15,0,6,5,256.0,92.0,0,grid_unreliable,1
4264,district_hospital,O2_0191,rural,57,0,0,0,1,cylinder_portable,0,0,5.3,1,2,2,26,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,12,13,pneumonia_child,0,13,0,3,5,144.0,59.0,0,generator_only,27
4265,district_hospital,O2_0159,rural,85,0,0,0,0,cylinder_portable,0,0,1.8,1,3,3,20,0,0,0,0,0,0,3,concentrator_malfunction,2023,2,6,heart_failure,0,6,0,4,2,319.0,123.0,1,grid_reliable,24
4266,district_hospital,O2_0019,rural,5,0,0,0,0,none,0,0,2.0,0,2,2,39,0,1,1,0,1,1,0,not_applicable,2022,2,12,pneumonia_adult,9,3,0,1,0,118.0,7.0,0,grid_unreliable,13
4267,district_hospital,O2_0165,rural,66,0,0,0,0,cylinder_piped,0,0,9.8,0,4,9,31,0,1,1,0,0,0,6,demand_surge,2024,1,14,COVID19_severe,0,14,0,6,5,227.0,0.0,1,grid_unreliable,5
4268,district_hospital,O2_0109,rural,127,0,0,0,0,cylinder_portable,0,0,8.8,0,1,3,11,0,0,0,0,0,0,5,concentrator_malfunction,2023,4,20,COVID19_severe,0,20,0,12,5,283.0,12.0,0,grid_unreliable,6
4269,district_hospital,O2_0045,rural,97,0,0,0,0,cylinder_portable,0,0,3.1,0,2,1,75,0,0,0,0,1,1,0,not_applicable,2024,12,15,pneumonia_adult,2,13,1,4,0,176.0,29.0,0,none,0
4270,district_hospital,O2_0135,peri_urban,33,0,0,0,0,cylinder_portable,0,0,27.4,0,4,4,1,0,1,0,0,0,0,23,concentrator_malfunction,2022,2,5,pneumonia_adult,0,5,0,1,1,298.0,65.0,0,grid_reliable,38
4271,district_hospital,O2_0142,rural,65,0,1,0,0,oxygen_concentrator,2,0,1.2,0,4,4,1,0,0,0,0,1,1,0,not_applicable,2023,10,8,pneumonia_adult,3,5,1,3,0,138.0,34.0,0,grid_reliable,6
4272,district_hospital,O2_0131,peri_urban,34,0,0,0,0,cylinder_portable,0,0,0.3,0,3,7,20,0,0,0,0,1,1,1,power_outage,2022,10,10,other_hypoxemia,6,4,1,0,0,366.0,61.0,1,generator_only,2
4273,district_hospital,O2_0026,rural,98,0,0,0,0,oxygen_concentrator,2,1,0.3,0,3,2,4,0,0,0,0,1,1,0,not_applicable,2021,2,18,pneumonia_child,7,11,0,6,0,288.0,11.0,0,none,0
4274,district_hospital,O2_0131,urban,90,0,0,0,0,none,6,0,2.5,0,3,6,5,0,1,0,0,1,1,0,not_applicable,2021,8,8,pneumonia_adult,1,7,0,5,0,285.0,71.0,0,none,4
4275,district_hospital,O2_0151,peri_urban,57,0,0,0,0,oxygen_concentrator,1,0,0.5,0,1,0,7,0,0,0,0,0,0,1,power_outage,2022,11,8,surgical_anaesthesia,0,8,0,5,1,268.0,37.0,1,none,14
4276,district_hospital,O2_0118,rural,54,0,0,1,0,cylinder_piped,0,0,1.3,1,5,2,5,0,1,1,0,1,1,0,not_applicable,2021,3,11,neonatal_respiratory,4,7,0,2,0,122.0,11.0,1,grid_unreliable,11
4277,district_hospital,O2_0151,urban,31,0,1,1,0,cylinder_piped,0,0,2.2,0,3,2,19,0,1,0,0,0,0,2,PSA_plant_breakdown,2022,6,14,pneumonia_child,0,14,0,6,5,230.0,52.0,0,grid_reliable,83
4278,district_hospital,O2_0034,peri_urban,13,0,0,0,0,none,0,0,10.2,0,5,8,10,0,0,0,0,0,0,1,no_oxygen_source,2024,7,11,COVID19_severe,0,11,0,6,4,274.0,86.0,0,generator_only,18
4279,district_hospital,O2_0134,rural,98,0,0,0,0,cylinder_portable,0,0,4.2,0,2,2,11,0,0,0,0,1,1,0,not_applicable,2021,3,13,pneumonia_child,5,8,0,2,0,107.0,11.0,1,none,0
4280,district_hospital,O2_0057,peri_urban,27,0,0,1,0,cylinder_portable,0,0,11.4,0,3,3,4,0,0,0,0,0,0,2,funding_for_refill,2021,5,16,COPD_exacerbation,0,16,0,7,2,314.0,6.0,0,solar,13
4281,district_hospital,O2_0051,peri_urban,23,0,0,0,0,oxygen_concentrator,1,0,4.3,0,2,3,52,0,0,0,0,0,0,3,funding_for_refill,2022,10,12,other_hypoxemia,0,12,0,5,1,262.0,70.0,0,none,1
4282,district_hospital,O2_0188,peri_urban,94,0,0,0,0,oxygen_concentrator,4,2,0.6,0,3,0,4,0,0,0,0,1,1,0,not_applicable,2024,2,9,pneumonia_child,2,7,0,6,0,259.0,21.0,0,grid_reliable,7
4283,district_hospital,O2_0050,peri_urban,64,0,0,0,1,none,0,0,0.2,1,3,8,30,0,1,0,0,0,0,6,concentrator_malfunction,2023,10,18,neonatal_respiratory,0,18,0,7,8,58.0,50.0,1,none,3
4284,district_hospital,O2_0178,peri_urban,46,0,0,0,0,none,0,0,0.4,0,1,5,26,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,5,8,pneumonia_child,0,8,0,3,1,130.0,75.0,0,none,8
4285,district_hospital,O2_0037,peri_urban,47,0,0,0,0,cylinder_portable,0,0,11.3,0,1,7,12,0,1,1,0,0,0,6,cylinder_delivery_delay,2022,12,8,COVID19_severe,0,8,0,8,3,275.0,206.0,1,grid_unreliable,21
4286,district_hospital,O2_0023,peri_urban,160,0,0,0,0,oxygen_concentrator,4,2,4.0,0,2,4,40,0,0,0,0,1,0,0,not_applicable,2022,4,13,surgical_anaesthesia,6,7,1,3,0,149.0,27.0,0,grid_unreliable,11
4287,district_hospital,O2_0022,urban,65,0,0,0,0,oxygen_concentrator,3,1,10.4,0,4,5,3,0,0,0,0,1,1,8,empty_cylinders_not_collected,2021,11,9,pneumonia_child,5,4,0,3,0,128.0,66.0,0,grid_unreliable,13
4288,district_hospital,O2_0158,peri_urban,55,0,0,0,0,LOX_bulk_tank,0,0,3.2,0,2,6,18,0,1,1,0,0,0,6,supplier_stockout,2023,8,17,pneumonia_child,0,17,0,10,5,270.0,33.0,0,solar,9
4289,district_hospital,O2_0090,urban,41,0,0,0,0,cylinder_portable,0,0,3.4,0,1,4,11,0,0,0,0,0,0,28,funding_for_refill,2024,6,13,pneumonia_child,0,13,0,6,7,134.0,85.0,0,none,12
4290,district_hospital,O2_0142,peri_urban,70,0,0,0,0,none,0,0,3.0,0,3,3,12,0,0,0,0,0,0,9,no_oxygen_source,2022,1,12,pneumonia_child,0,12,0,5,4,405.0,21.0,0,none,1
4291,district_hospital,O2_0122,peri_urban,21,0,0,0,0,cylinder_portable,0,0,4.1,1,4,5,6,0,1,1,0,1,0,4,empty_cylinders_not_collected,2023,11,9,pneumonia_child,5,4,1,1,0,226.0,37.0,0,grid_unreliable,17
4292,district_hospital,O2_0065,rural,96,0,0,0,0,cylinder_portable,0,0,13.9,0,2,4,34,0,0,0,0,1,0,0,not_applicable,2024,2,6,asthma_severe,2,4,0,0,0,167.0,14.0,0,none,0
4293,district_hospital,O2_0164,urban,74,0,0,0,0,oxygen_concentrator,1,0,0.4,1,6,4,21,0,0,0,0,1,1,2,concentrator_malfunction,2023,7,5,heart_failure,2,3,1,1,0,207.0,63.0,1,none,18
4294,district_hospital,O2_0020,rural,84,0,0,0,0,none,0,0,0.4,0,4,4,13,0,0,0,0,1,0,14,power_outage,2022,3,9,COVID19_severe,2,7,1,4,0,302.0,51.0,1,grid_reliable,10
4295,district_hospital,O2_0019,rural,40,0,0,1,0,cylinder_piped,0,0,13.7,0,3,4,13,0,1,1,0,0,0,3,power_outage,2022,8,13,pneumonia_child,0,13,0,3,6,318.0,94.0,0,none,7
4296,district_hospital,O2_0169,rural,119,0,0,0,0,cylinder_portable,0,0,4.6,0,3,7,2,0,0,0,0,0,0,13,cylinder_delivery_delay,2024,2,20,pneumonia_child,0,20,0,7,3,126.0,13.0,0,generator_only,21
4297,district_hospital,O2_0152,rural,104,0,0,0,0,oxygen_concentrator,1,0,4.6,0,3,4,10,0,0,0,0,1,1,0,not_applicable,2023,7,6,COPD_exacerbation,1,5,0,4,0,141.0,63.0,1,none,16
4298,district_hospital,O2_0142,rural,55,0,0,1,0,oxygen_concentrator,1,0,5.3,0,1,4,1,0,0,0,0,1,1,0,not_applicable,2024,6,15,surgical_anaesthesia,8,7,1,3,0,167.0,5.0,0,grid_unreliable,13
4299,district_hospital,O2_0062,rural,78,0,0,1,0,cylinder_portable,0,0,1.4,0,3,4,31,0,1,0,0,0,0,18,regulator_valve_failure,2021,4,11,surgical_anaesthesia,0,11,0,5,4,149.0,19.0,1,generator_only,2
4300,district_hospital,O2_0126,rural,28,0,0,0,0,LOX_bulk_tank,0,0,0.1,0,3,1,3,0,0,0,0,0,0,13,cylinder_delivery_delay,2024,9,8,COVID19_severe,0,8,0,4,2,287.0,8.0,0,none,3
4301,district_hospital,O2_0164,peri_urban,34,0,0,0,0,none,0,0,2.5,0,3,6,74,0,0,0,0,1,1,2,cylinder_delivery_delay,2021,12,18,pneumonia_child,7,11,0,7,0,126.0,48.0,1,generator_only,7
4302,district_hospital,O2_0079,urban,69,0,0,1,0,oxygen_concentrator,1,0,2.8,0,7,2,19,0,0,0,0,1,1,0,not_applicable,2023,2,15,pneumonia_child,5,10,0,2,0,209.0,39.0,1,generator_only,44
4303,district_hospital,O2_0195,rural,70,0,0,0,0,cylinder_piped,1,0,4.7,0,3,8,12,0,1,1,1,1,0,0,not_applicable,2022,2,17,asthma_severe,6,11,1,6,0,197.0,15.0,0,grid_unreliable,7
4304,district_hospital,O2_0076,peri_urban,93,0,0,0,0,oxygen_concentrator,2,0,2.3,0,1,4,7,0,0,0,0,1,1,0,not_applicable,2024,4,10,surgical_anaesthesia,6,4,0,1,0,244.0,8.0,1,none,12
4305,district_hospital,O2_0155,rural,63,0,0,0,0,oxygen_concentrator,3,1,9.0,0,2,6,47,0,0,0,0,0,0,30,concentrator_malfunction,2022,2,8,surgical_anaesthesia,0,8,0,1,0,298.0,104.0,0,grid_reliable,21
4306,district_hospital,O2_0129,urban,51,0,0,0,0,oxygen_concentrator,1,0,5.4,0,2,4,6,0,0,0,0,1,0,1,demand_surge,2023,12,8,COVID19_severe,2,6,1,2,0,64.0,12.0,0,generator_only,13
4307,district_hospital,O2_0150,rural,19,0,0,0,0,oxygen_concentrator,1,0,3.7,0,6,2,4,0,0,0,0,0,0,8,cylinder_delivery_delay,2022,11,7,pneumonia_child,0,7,0,1,2,78.0,17.0,1,grid_reliable,23
4308,district_hospital,O2_0122,rural,103,0,0,0,0,cylinder_portable,3,1,3.7,0,2,3,0,0,1,1,0,1,1,0,not_applicable,2021,12,8,neonatal_respiratory,5,3,1,0,0,240.0,153.0,0,grid_unreliable,13
4309,district_hospital,O2_0147,rural,83,0,0,0,0,oxygen_concentrator,1,0,1.4,1,4,7,11,0,0,0,0,0,0,30,empty_cylinders_not_collected,2023,11,9,severe_malaria,0,9,0,3,0,268.0,84.0,0,none,18
4310,district_hospital,O2_0165,peri_urban,62,0,0,0,0,oxygen_concentrator,2,1,1.8,1,2,7,3,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,9,11,sepsis,0,11,0,7,3,294.0,7.0,1,solar,3
4311,district_hospital,O2_0196,rural,5,0,0,0,0,cylinder_portable,0,0,8.3,0,4,3,0,0,0,0,0,0,0,7,cylinder_delivery_delay,2023,2,7,neonatal_respiratory,0,7,0,2,0,156.0,27.0,0,none,25
4312,district_hospital,O2_0175,rural,64,0,0,1,0,cylinder_portable,0,0,7.6,0,2,2,8,0,0,0,0,0,0,4,regulator_valve_failure,2023,2,9,pneumonia_adult,0,9,0,3,3,238.0,24.0,1,none,47
4313,district_hospital,O2_0184,peri_urban,57,0,0,0,0,cylinder_portable,0,0,1.4,0,3,3,6,0,0,0,0,1,1,1,regulator_valve_failure,2023,10,16,heart_failure,10,6,0,2,0,132.0,16.0,0,grid_reliable,3
4314,district_hospital,O2_0114,urban,5,0,0,0,0,LOX_bulk_tank,0,0,0.1,0,3,4,5,0,1,0,0,0,0,1,supplier_stockout,2023,4,12,COPD_exacerbation,0,12,0,3,3,224.0,75.0,1,grid_unreliable,4
4315,district_hospital,O2_0039,rural,5,0,0,0,0,cylinder_portable,0,0,0.5,1,4,1,23,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,8,9,heart_failure,0,9,0,6,4,270.0,12.0,1,none,9
4316,district_hospital,O2_0158,rural,71,0,0,0,0,cylinder_piped,0,0,0.5,0,3,4,4,0,0,0,0,0,0,28,funding_for_refill,2024,3,16,surgical_anaesthesia,0,16,0,5,10,278.0,107.0,1,none,31
4317,district_hospital,O2_0058,rural,14,0,0,0,0,oxygen_concentrator,1,0,0.7,1,1,6,26,0,0,0,0,1,1,0,not_applicable,2021,5,14,heart_failure,3,11,0,2,0,145.0,37.0,1,grid_unreliable,17
4318,district_hospital,O2_0001,rural,34,0,0,0,0,cylinder_piped,0,0,10.8,0,4,3,28,0,1,0,0,0,0,10,cylinder_delivery_delay,2022,12,17,COVID19_severe,0,17,0,8,3,256.0,62.0,0,none,5
4319,district_hospital,O2_0018,peri_urban,84,0,0,0,0,oxygen_concentrator,3,0,3.1,0,1,2,0,0,0,0,0,0,0,7,funding_for_refill,2024,5,17,pneumonia_child,0,17,0,9,3,63.0,23.0,1,none,2
4320,district_hospital,O2_0041,peri_urban,95,0,0,0,0,cylinder_portable,0,0,5.6,0,3,7,9,0,0,0,0,1,1,0,not_applicable,2024,1,19,asthma_severe,12,7,0,3,0,193.0,2.0,1,solar,44
4321,district_hospital,O2_0174,peri_urban,175,0,0,0,0,oxygen_concentrator,5,0,6.5,0,0,7,4,0,0,0,0,0,0,5,empty_cylinders_not_collected,2023,11,15,trauma,0,15,0,5,3,199.0,31.0,0,grid_unreliable,10
4322,district_hospital,O2_0187,rural,79,0,0,0,0,cylinder_portable,0,0,4.9,0,2,3,8,0,0,0,0,1,1,12,regulator_valve_failure,2021,7,15,COVID19_severe,6,9,0,6,0,107.0,29.0,0,grid_unreliable,28
4323,district_hospital,O2_0183,peri_urban,82,0,0,0,0,none,0,0,0.1,0,6,3,2,0,0,0,0,1,0,0,not_applicable,2023,5,14,severe_malaria,4,10,0,2,0,178.0,65.0,1,grid_unreliable,14
4324,district_hospital,O2_0014,rural,48,0,0,0,0,none,0,0,3.9,0,2,2,0,0,1,0,0,1,1,0,not_applicable,2023,10,10,other_hypoxemia,3,7,0,3,0,190.0,16.0,1,none,1
4325,district_hospital,O2_0172,rural,43,0,0,0,0,cylinder_portable,1,0,5.6,0,3,2,14,0,0,0,0,1,1,0,not_applicable,2022,10,15,sepsis,6,9,1,6,0,269.0,14.0,0,generator_only,2
4326,district_hospital,O2_0028,urban,87,0,0,0,0,oxygen_concentrator,3,0,2.1,0,3,4,15,0,1,0,0,0,0,1,funding_for_refill,2023,6,13,pneumonia_adult,0,13,0,6,6,462.0,47.0,0,grid_unreliable,2
4327,district_hospital,O2_0039,rural,85,0,0,0,0,oxygen_concentrator,3,0,4.1,0,0,6,20,0,1,0,0,1,1,0,not_applicable,2021,9,10,sepsis,0,10,0,5,0,319.0,15.0,1,none,4
4328,district_hospital,O2_0143,peri_urban,74,0,0,0,0,oxygen_concentrator,1,0,2.7,0,3,3,6,0,1,0,0,0,0,12,power_outage,2023,8,10,pneumonia_adult,0,10,0,5,3,225.0,8.0,0,grid_reliable,9
4329,district_hospital,O2_0058,rural,59,0,0,0,0,oxygen_concentrator,2,0,2.1,0,3,3,47,0,0,0,0,0,0,3,demand_surge,2023,4,9,COVID19_severe,0,9,0,4,3,154.0,50.0,0,none,5
4330,district_hospital,O2_0045,urban,70,0,0,0,0,oxygen_concentrator,3,1,6.3,0,4,10,27,0,1,0,0,1,0,0,not_applicable,2022,1,6,pneumonia_adult,2,4,1,2,0,176.0,6.0,0,generator_only,18
4331,district_hospital,O2_0118,urban,70,0,0,0,0,cylinder_portable,0,0,7.8,1,2,9,13,0,0,0,0,1,1,0,not_applicable,2022,2,16,trauma,9,7,1,3,0,172.0,28.0,0,grid_unreliable,20
4332,district_hospital,O2_0145,peri_urban,109,0,0,0,0,cylinder_portable,0,0,6.9,0,3,3,22,0,0,0,0,1,0,0,not_applicable,2022,9,11,neonatal_respiratory,6,5,0,4,0,118.0,55.0,1,grid_unreliable,4
4333,district_hospital,O2_0164,rural,45,0,0,0,1,cylinder_piped,0,0,17.1,1,2,5,72,0,0,0,0,0,0,3,demand_surge,2023,2,9,surgical_anaesthesia,0,9,0,3,3,112.0,18.0,0,solar,10
4334,district_hospital,O2_0109,rural,91,0,1,1,0,cylinder_portable,0,0,0.4,1,3,4,32,0,0,0,0,1,1,0,not_applicable,2023,10,12,pneumonia_child,5,7,0,3,0,250.0,60.0,0,grid_unreliable,19
4335,district_hospital,O2_0073,rural,33,0,0,0,0,oxygen_concentrator,2,1,5.0,0,4,6,4,0,0,0,0,0,0,30,empty_cylinders_not_collected,2021,11,8,neonatal_respiratory,0,8,0,4,2,158.0,36.0,0,solar,26
4336,district_hospital,O2_0113,rural,150,0,0,0,0,oxygen_concentrator,1,0,0.4,0,3,3,12,0,0,0,0,1,1,0,not_applicable,2024,2,11,COPD_exacerbation,3,8,0,2,0,264.0,11.0,0,solar,3
4337,district_hospital,O2_0167,rural,67,0,0,1,0,none,2,0,1.5,0,2,3,28,0,1,0,0,0,0,1,concentrator_malfunction,2022,11,12,COPD_exacerbation,0,12,0,4,4,195.0,9.0,0,solar,0
4338,district_hospital,O2_0195,rural,29,0,0,0,0,LOX_bulk_tank,0,0,0.6,1,0,4,2,0,0,0,0,1,0,0,not_applicable,2023,12,9,sepsis,4,5,0,2,0,134.0,57.0,0,generator_only,0
4339,district_hospital,O2_0137,rural,54,0,0,0,0,cylinder_portable,1,0,3.8,0,5,6,0,0,1,1,0,1,0,8,cylinder_delivery_delay,2023,4,11,neonatal_respiratory,6,5,0,2,0,113.0,36.0,1,none,4
4340,district_hospital,O2_0154,peri_urban,75,0,0,0,0,cylinder_portable,0,0,0.8,0,0,2,3,0,1,0,0,0,0,14,concentrator_malfunction,2022,4,7,trauma,0,7,0,4,0,198.0,6.0,0,grid_unreliable,7
4341,district_hospital,O2_0174,peri_urban,113,0,0,0,0,oxygen_concentrator,1,0,2.5,0,3,6,35,0,0,0,0,1,1,0,not_applicable,2024,5,16,pneumonia_child,8,8,0,3,0,140.0,5.0,0,none,1
4342,district_hospital,O2_0154,peri_urban,27,0,0,0,0,oxygen_concentrator,1,0,10.0,0,4,5,54,0,0,0,0,1,0,0,not_applicable,2021,3,10,neonatal_respiratory,4,6,0,1,0,203.0,74.0,0,grid_unreliable,8
4343,district_hospital,O2_0059,peri_urban,145,0,0,0,0,cylinder_portable,0,0,7.9,0,4,2,1,0,0,0,0,1,1,0,not_applicable,2022,12,13,surgical_anaesthesia,4,9,1,3,0,68.0,142.0,0,none,1
4344,district_hospital,O2_0095,peri_urban,73,0,0,0,0,cylinder_portable,0,0,7.4,0,4,4,22,0,0,0,0,1,1,0,not_applicable,2022,5,6,pneumonia_child,1,5,0,2,0,69.0,29.0,0,generator_only,23
4345,district_hospital,O2_0108,urban,5,0,0,0,1,cylinder_portable,0,0,4.7,1,2,1,0,0,1,0,0,0,0,5,concentrator_malfunction,2024,8,14,pneumonia_child,0,14,0,5,3,293.0,151.0,1,grid_reliable,2
4346,district_hospital,O2_0014,rural,38,0,0,0,0,oxygen_concentrator,1,0,19.0,0,2,5,68,0,0,0,0,1,1,1,funding_for_refill,2024,4,13,severe_malaria,7,6,1,2,0,298.0,3.0,0,solar,21
4347,district_hospital,O2_0166,rural,61,0,0,0,0,none,3,1,11.8,0,0,3,42,0,0,0,0,1,0,0,not_applicable,2022,1,13,pneumonia_child,5,8,0,1,0,195.0,123.0,0,grid_unreliable,2
4348,district_hospital,O2_0012,rural,57,0,0,0,1,oxygen_concentrator,1,0,5.2,1,2,4,1,0,0,0,0,0,0,18,cylinder_delivery_delay,2022,3,15,COPD_exacerbation,0,15,0,7,3,249.0,34.0,1,grid_unreliable,33
4349,district_hospital,O2_0167,rural,5,0,0,0,0,oxygen_concentrator,0,0,5.4,0,1,3,7,0,1,0,0,0,0,4,cylinder_delivery_delay,2022,5,11,pneumonia_adult,0,11,0,5,2,135.0,55.0,0,none,3
4350,district_hospital,O2_0008,rural,56,0,0,0,0,cylinder_portable,0,0,5.2,0,3,1,1,0,0,0,0,1,1,0,not_applicable,2023,4,10,pneumonia_adult,7,3,0,2,0,183.0,4.0,0,generator_only,7
4351,district_hospital,O2_0193,rural,78,0,0,0,0,LOX_bulk_tank,0,0,0.7,0,2,1,0,0,1,0,0,1,1,0,not_applicable,2022,5,13,COPD_exacerbation,5,8,0,4,0,75.0,41.0,1,none,1
4352,district_hospital,O2_0028,rural,40,0,0,0,0,cylinder_piped,0,0,0.4,0,2,4,6,0,1,0,0,1,1,0,not_applicable,2023,6,13,pneumonia_child,5,8,0,3,0,126.0,121.0,1,solar,2
4353,district_hospital,O2_0086,rural,138,0,0,0,0,cylinder_portable,0,0,5.1,0,5,6,21,0,1,0,0,0,0,4,cylinder_delivery_delay,2023,4,12,COVID19_severe,0,12,0,7,1,203.0,260.0,0,generator_only,40
4354,district_hospital,O2_0069,peri_urban,5,0,0,0,0,LOX_bulk_tank,2,1,3.8,0,1,4,15,0,0,0,0,1,0,0,not_applicable,2023,9,13,COPD_exacerbation,4,9,0,5,0,266.0,94.0,0,grid_unreliable,25
4355,district_hospital,O2_0032,rural,33,0,0,0,0,oxygen_concentrator,0,0,0.5,0,1,7,8,0,1,0,0,0,0,7,no_oxygen_source,2022,4,18,trauma,0,18,0,4,5,275.0,20.0,1,none,5
4356,district_hospital,O2_0134,rural,73,0,0,0,0,oxygen_concentrator,2,0,2.3,0,2,4,29,0,0,0,0,0,0,7,regulator_valve_failure,2022,10,12,trauma,0,12,0,3,4,230.0,51.0,0,grid_unreliable,2
4357,district_hospital,O2_0057,peri_urban,5,0,0,0,0,oxygen_concentrator,3,2,0.3,0,2,3,86,0,0,0,0,1,1,0,not_applicable,2024,2,11,pneumonia_adult,4,7,0,1,0,183.0,111.0,1,grid_unreliable,0
4358,district_hospital,O2_0104,peri_urban,91,0,0,0,0,oxygen_concentrator,5,0,3.5,0,1,3,35,0,0,0,0,0,0,1,PSA_plant_breakdown,2022,8,14,neonatal_respiratory,0,14,0,8,4,212.0,52.0,1,grid_unreliable,13
4359,district_hospital,O2_0047,urban,11,0,0,0,0,oxygen_concentrator,4,0,4.5,0,2,3,48,0,0,0,0,0,0,1,funding_for_refill,2024,3,16,asthma_severe,0,16,0,8,1,199.0,2.0,0,grid_unreliable,12
4360,district_hospital,O2_0154,rural,80,0,0,0,0,cylinder_piped,0,0,8.2,0,3,5,45,0,1,1,0,1,1,0,not_applicable,2023,12,7,other_hypoxemia,2,5,1,3,0,206.0,11.0,1,grid_unreliable,36
4361,district_hospital,O2_0135,rural,5,0,0,0,0,cylinder_portable,0,0,1.2,1,2,2,20,0,1,0,0,1,1,0,not_applicable,2023,1,13,pneumonia_child,7,6,0,2,0,184.0,28.0,0,none,24
4362,district_hospital,O2_0106,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,10.1,0,4,3,3,0,1,0,0,0,0,30,cylinder_delivery_delay,2023,11,13,other_hypoxemia,0,13,0,5,5,323.0,94.0,0,none,55
4363,district_hospital,O2_0151,peri_urban,90,0,0,0,0,cylinder_portable,0,0,6.3,0,4,7,36,0,1,1,0,0,0,14,concentrator_malfunction,2021,11,14,sepsis,0,14,0,8,9,258.0,141.0,1,grid_unreliable,37
4364,district_hospital,O2_0145,rural,132,0,0,0,0,oxygen_concentrator,1,0,12.1,0,1,3,23,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,8,10,severe_malaria,0,10,0,1,5,251.0,33.0,0,grid_unreliable,30
4365,district_hospital,O2_0019,peri_urban,17,0,0,1,0,cylinder_portable,0,0,3.4,0,2,4,34,0,1,0,0,0,0,1,power_outage,2024,12,14,COPD_exacerbation,0,14,0,4,2,155.0,7.0,0,grid_reliable,9
4366,district_hospital,O2_0179,rural,96,0,0,0,0,oxygen_concentrator,1,0,4.6,0,6,5,24,0,0,0,0,0,0,2,PSA_plant_breakdown,2022,4,10,pneumonia_child,0,10,0,5,4,21.0,10.0,1,none,7
4367,district_hospital,O2_0157,rural,87,0,0,0,0,oxygen_concentrator,1,0,9.2,1,5,5,15,0,0,0,0,0,0,1,PSA_plant_breakdown,2021,10,12,pneumonia_child,0,12,0,5,1,182.0,51.0,0,solar,16
4368,district_hospital,O2_0049,rural,59,0,0,0,0,oxygen_concentrator,3,2,3.9,0,3,3,28,0,0,0,0,0,0,13,empty_cylinders_not_collected,2024,12,15,neonatal_respiratory,0,15,0,4,6,124.0,96.0,0,grid_unreliable,6
4369,district_hospital,O2_0029,peri_urban,47,0,1,0,0,cylinder_portable,1,0,18.2,0,5,4,47,0,0,0,0,0,0,7,power_outage,2022,9,18,asthma_severe,0,18,0,8,7,164.0,0.0,0,none,7
4370,district_hospital,O2_0133,peri_urban,20,0,0,0,0,cylinder_portable,0,0,7.9,0,1,5,39,0,0,0,0,1,1,0,not_applicable,2024,3,15,COVID19_severe,1,14,0,6,0,223.0,46.0,1,solar,31
4371,district_hospital,O2_0105,rural,95,0,0,0,0,oxygen_concentrator,2,1,11.5,0,4,0,83,0,0,0,0,1,1,8,concentrator_malfunction,2023,12,10,pneumonia_child,3,7,1,3,0,107.0,14.0,1,generator_only,15
4372,district_hospital,O2_0147,urban,81,0,0,0,0,cylinder_portable,0,0,2.3,1,3,5,4,0,0,0,0,1,1,0,not_applicable,2022,9,9,COPD_exacerbation,2,7,0,4,0,219.0,31.0,0,solar,76
4373,district_hospital,O2_0107,peri_urban,70,0,0,0,0,cylinder_portable,0,0,2.6,0,5,4,31,0,0,0,0,0,0,10,power_outage,2022,5,12,heart_failure,0,12,0,7,4,247.0,60.0,0,grid_reliable,46
4374,district_hospital,O2_0070,rural,35,0,0,0,0,oxygen_concentrator,1,0,19.0,0,6,3,66,0,1,0,0,0,0,30,PSA_plant_breakdown,2023,8,13,neonatal_respiratory,0,13,0,7,6,272.0,2.0,0,generator_only,22
4375,district_hospital,O2_0043,urban,50,0,0,0,0,PSA_plant_onsite,0,0,4.1,0,2,4,14,1,0,0,0,0,0,30,supplier_stockout,2023,11,13,surgical_anaesthesia,0,13,0,7,1,252.0,65.0,1,solar,1
4376,district_hospital,O2_0077,peri_urban,43,0,0,0,0,oxygen_concentrator,2,1,3.3,0,5,4,14,0,1,0,0,0,0,19,concentrator_malfunction,2021,9,10,pneumonia_child,0,10,0,4,2,216.0,86.0,0,none,9
4377,district_hospital,O2_0023,peri_urban,88,0,0,0,0,none,0,0,2.0,1,1,5,4,0,1,0,0,0,0,12,empty_cylinders_not_collected,2023,6,13,pneumonia_adult,0,13,0,3,5,323.0,49.0,1,grid_unreliable,24
4378,district_hospital,O2_0035,peri_urban,56,0,0,0,1,oxygen_concentrator,1,0,4.6,1,4,7,0,0,0,0,0,0,0,20,regulator_valve_failure,2023,1,16,heart_failure,0,16,0,8,6,207.0,63.0,0,grid_reliable,1
4379,district_hospital,O2_0006,rural,42,0,0,1,0,cylinder_portable,0,0,2.2,0,0,6,55,0,1,1,1,0,0,30,power_outage,2024,4,9,COVID19_severe,0,9,0,3,5,352.0,18.0,1,none,31
4380,district_hospital,O2_0013,peri_urban,84,1,0,0,0,cylinder_piped,0,0,0.5,0,4,3,0,0,1,0,0,0,0,16,PSA_plant_breakdown,2023,1,6,severe_malaria,0,6,0,1,1,110.0,20.0,0,grid_unreliable,10
4381,district_hospital,O2_0167,rural,71,0,0,0,0,cylinder_piped,0,0,3.2,0,4,6,62,0,0,0,0,0,0,3,power_outage,2021,2,8,COVID19_severe,0,8,0,3,1,194.0,40.0,0,none,0
4382,district_hospital,O2_0038,peri_urban,23,0,0,0,0,oxygen_concentrator,0,0,1.5,0,1,6,105,0,0,0,0,1,1,0,not_applicable,2023,4,20,trauma,12,8,0,5,0,310.0,33.0,0,solar,22
4383,district_hospital,O2_0186,urban,35,0,0,0,0,cylinder_portable,4,2,1.4,1,0,2,10,0,1,0,0,1,1,1,cylinder_delivery_delay,2024,1,11,trauma,7,4,0,0,0,211.0,30.0,0,solar,9
4384,district_hospital,O2_0084,urban,114,0,0,0,0,oxygen_concentrator,2,1,0.8,0,6,9,5,0,1,0,0,1,1,0,not_applicable,2021,9,12,severe_malaria,4,8,1,4,0,232.0,10.0,0,generator_only,6
4385,district_hospital,O2_0044,peri_urban,35,0,0,0,0,oxygen_concentrator,1,0,8.3,0,1,5,46,0,0,0,0,0,0,6,empty_cylinders_not_collected,2024,10,9,COVID19_severe,0,9,0,4,0,165.0,100.0,1,grid_reliable,63
4386,district_hospital,O2_0117,peri_urban,39,0,0,0,0,cylinder_portable,0,0,7.0,0,4,6,54,0,1,1,0,1,1,0,not_applicable,2024,5,13,pneumonia_adult,6,7,0,4,0,369.0,19.0,0,grid_reliable,17
4387,district_hospital,O2_0061,peri_urban,25,0,0,0,0,cylinder_piped,0,0,4.5,0,3,11,12,0,1,0,0,1,1,0,not_applicable,2022,5,14,pneumonia_child,7,7,0,3,0,295.0,75.0,0,grid_unreliable,2
4388,district_hospital,O2_0152,peri_urban,150,0,0,0,0,LOX_bulk_tank,5,2,6.8,1,2,7,9,0,0,0,0,0,0,1,PSA_plant_breakdown,2022,8,12,pneumonia_adult,0,12,0,3,4,204.0,2.0,1,grid_reliable,3
4389,district_hospital,O2_0190,peri_urban,17,0,0,0,0,cylinder_piped,0,0,1.7,0,2,8,25,0,1,0,0,1,1,0,not_applicable,2021,9,16,pneumonia_child,6,10,0,2,0,268.0,31.0,0,none,46
4390,district_hospital,O2_0022,rural,114,0,0,0,0,oxygen_concentrator,0,0,2.3,0,3,6,23,0,1,0,0,0,0,1,PSA_plant_breakdown,2021,5,11,neonatal_respiratory,0,11,0,3,4,265.0,73.0,0,none,1
4391,district_hospital,O2_0124,rural,29,0,0,0,0,oxygen_concentrator,1,0,6.5,0,3,2,28,0,1,0,0,1,1,0,not_applicable,2024,9,10,pneumonia_child,5,5,0,1,0,203.0,5.0,0,generator_only,12
4392,district_hospital,O2_0121,rural,72,0,0,0,0,oxygen_concentrator,2,0,2.7,0,2,4,39,0,0,0,0,0,0,13,concentrator_malfunction,2023,8,7,asthma_severe,0,7,0,2,2,126.0,22.0,0,solar,11
4393,district_hospital,O2_0031,urban,85,0,0,0,0,cylinder_piped,0,0,1.5,0,2,7,22,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,1,9,pneumonia_child,0,9,0,2,1,152.0,16.0,0,none,20
4394,district_hospital,O2_0134,rural,162,0,0,0,1,oxygen_concentrator,1,0,5.6,1,2,3,8,0,0,0,0,1,1,0,not_applicable,2024,11,12,pneumonia_child,5,7,1,1,0,316.0,222.0,1,generator_only,4
4395,district_hospital,O2_0160,rural,49,0,0,0,0,oxygen_concentrator,3,0,2.9,0,4,8,25,0,1,0,0,0,0,21,concentrator_malfunction,2024,1,10,heart_failure,0,10,0,6,2,139.0,68.0,1,solar,17
4396,district_hospital,O2_0066,urban,5,0,0,0,0,none,1,0,3.1,0,7,4,43,0,0,0,0,1,1,3,power_outage,2024,4,11,neonatal_respiratory,4,7,1,3,0,212.0,19.0,0,grid_reliable,1
4397,district_hospital,O2_0181,rural,80,0,0,0,0,cylinder_portable,0,0,3.7,0,3,4,78,0,0,0,0,0,0,1,power_outage,2024,11,11,neonatal_respiratory,0,11,0,3,3,194.0,47.0,1,solar,6
4398,district_hospital,O2_0081,rural,48,0,0,0,0,oxygen_concentrator,2,1,3.5,0,6,2,43,0,0,0,0,0,0,19,cylinder_delivery_delay,2023,11,8,COPD_exacerbation,0,8,0,5,1,288.0,98.0,0,grid_unreliable,19
4399,district_hospital,O2_0058,rural,7,0,0,1,0,cylinder_portable,0,0,4.1,0,3,2,25,0,0,0,0,1,0,0,not_applicable,2022,1,15,pneumonia_child,6,9,1,4,0,153.0,165.0,1,grid_unreliable,17
4400,district_hospital,O2_0103,rural,54,0,0,0,0,oxygen_concentrator,0,0,5.6,0,2,6,18,0,0,0,0,0,0,14,funding_for_refill,2021,1,12,trauma,0,12,0,7,0,170.0,13.0,1,grid_unreliable,53
4401,district_hospital,O2_0160,rural,125,0,0,0,0,cylinder_piped,0,0,1.1,0,1,5,11,0,1,0,0,1,0,0,not_applicable,2023,2,12,pneumonia_adult,9,3,0,1,0,91.0,7.0,0,generator_only,30
4402,district_hospital,O2_0029,rural,113,0,0,1,0,oxygen_concentrator,2,0,2.5,0,3,2,20,0,0,0,0,0,0,14,power_outage,2024,8,15,severe_malaria,0,15,0,7,8,159.0,4.0,1,none,2
4403,district_hospital,O2_0144,peri_urban,108,0,0,0,0,LOX_bulk_tank,0,0,9.7,0,3,5,6,0,1,1,1,1,0,0,not_applicable,2024,8,11,pneumonia_child,4,7,0,2,0,283.0,43.0,0,grid_reliable,24
4404,district_hospital,O2_0083,rural,60,0,0,0,0,cylinder_portable,0,0,8.0,0,2,8,1,0,0,0,0,1,1,0,not_applicable,2022,2,11,pneumonia_child,0,11,0,5,0,157.0,80.0,1,grid_unreliable,0
4405,district_hospital,O2_0081,rural,90,0,0,0,0,none,0,0,11.1,0,4,3,23,0,1,0,0,0,0,15,power_outage,2022,2,9,pneumonia_child,0,9,0,3,2,293.0,11.0,0,generator_only,7
4406,district_hospital,O2_0119,rural,61,0,0,0,0,oxygen_concentrator,6,3,6.7,0,3,1,19,0,0,0,0,1,1,1,empty_cylinders_not_collected,2022,7,11,pneumonia_child,9,2,0,1,0,187.0,52.0,0,solar,18
4407,district_hospital,O2_0138,urban,73,0,0,0,0,oxygen_concentrator,0,0,1.2,0,3,5,7,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,3,12,sepsis,0,12,0,7,4,232.0,154.0,0,grid_unreliable,1
4408,district_hospital,O2_0007,rural,27,0,0,0,0,cylinder_portable,0,0,1.3,0,2,2,15,0,1,1,1,0,0,4,funding_for_refill,2024,9,13,asthma_severe,0,13,0,5,4,296.0,135.0,0,grid_reliable,8
4409,district_hospital,O2_0135,peri_urban,33,0,0,0,0,none,0,0,0.1,0,3,6,82,0,0,0,0,0,0,11,power_outage,2022,6,9,surgical_anaesthesia,0,9,0,3,1,305.0,36.0,1,none,17
4410,district_hospital,O2_0149,peri_urban,91,0,0,0,1,cylinder_portable,0,0,4.8,1,2,4,77,0,0,0,0,0,0,13,no_oxygen_source,2022,9,12,pneumonia_adult,0,12,0,6,3,172.0,25.0,1,generator_only,43
4411,district_hospital,O2_0170,rural,42,0,0,0,0,oxygen_concentrator,3,0,3.6,0,2,2,6,0,0,0,0,1,0,0,not_applicable,2021,2,17,sepsis,8,9,1,3,0,276.0,102.0,0,none,6
4412,district_hospital,O2_0031,peri_urban,115,0,0,0,0,oxygen_concentrator,2,0,4.5,0,4,2,119,0,0,0,0,0,0,2,concentrator_malfunction,2022,3,8,asthma_severe,0,8,0,3,2,89.0,30.0,0,generator_only,12
4413,district_hospital,O2_0044,peri_urban,13,0,0,0,0,LOX_bulk_tank,0,0,8.5,0,3,6,5,0,0,0,0,0,0,4,power_outage,2022,12,10,asthma_severe,0,10,0,4,3,223.0,22.0,1,solar,24
4414,district_hospital,O2_0005,urban,46,0,0,0,0,none,2,0,1.4,0,2,1,20,0,1,0,0,1,1,0,not_applicable,2022,5,7,pneumonia_adult,4,3,1,2,0,194.0,75.0,1,solar,2
4415,district_hospital,O2_0191,peri_urban,45,0,0,0,0,cylinder_portable,2,1,9.3,0,1,1,29,0,0,0,0,0,0,1,supplier_stockout,2022,6,10,COVID19_severe,0,10,0,4,0,162.0,38.0,0,grid_unreliable,20
4416,district_hospital,O2_0162,urban,15,0,0,0,0,oxygen_concentrator,1,0,6.0,0,5,8,3,0,0,0,0,1,0,0,not_applicable,2023,1,13,other_hypoxemia,6,7,0,2,0,247.0,65.0,1,solar,31
4417,district_hospital,O2_0026,rural,25,0,0,0,0,none,0,0,6.0,0,3,4,7,0,0,0,0,1,1,0,not_applicable,2022,11,15,severe_malaria,4,11,0,8,0,311.0,18.0,0,grid_unreliable,19
4418,district_hospital,O2_0119,rural,53,0,0,0,0,cylinder_portable,0,0,0.1,0,7,5,65,0,1,1,0,0,0,1,concentrator_malfunction,2023,3,3,sepsis,0,3,0,1,0,163.0,25.0,1,solar,3
4419,district_hospital,O2_0048,urban,114,0,0,0,0,cylinder_piped,0,0,5.1,1,4,4,42,0,0,0,0,0,0,1,piping_system_leak,2023,11,6,sepsis,0,6,0,3,1,233.0,4.0,1,grid_unreliable,4
4420,district_hospital,O2_0048,rural,57,0,0,0,0,oxygen_concentrator,1,0,0.7,0,2,5,33,0,1,0,0,0,0,1,concentrator_malfunction,2022,3,5,pneumonia_child,0,5,0,2,1,69.0,3.0,0,none,2
4421,district_hospital,O2_0077,peri_urban,105,0,0,0,0,cylinder_portable,0,0,5.0,1,5,5,59,0,0,0,0,0,0,10,concentrator_malfunction,2022,11,6,severe_malaria,0,6,0,3,2,116.0,91.0,0,solar,8
4422,district_hospital,O2_0117,rural,106,0,0,0,0,cylinder_piped,0,0,0.6,0,4,5,15,0,0,0,0,0,0,30,funding_for_refill,2024,6,16,surgical_anaesthesia,0,16,0,8,4,254.0,117.0,0,grid_unreliable,9
4423,district_hospital,O2_0163,rural,42,0,0,0,0,none,2,0,10.6,0,5,3,46,0,0,0,0,1,1,0,not_applicable,2024,9,11,sepsis,3,8,0,2,0,209.0,26.0,1,grid_unreliable,25
4424,district_hospital,O2_0058,urban,5,0,0,0,0,cylinder_piped,0,0,4.8,0,3,3,14,0,1,0,0,1,1,0,not_applicable,2022,10,13,pneumonia_adult,7,6,1,3,0,108.0,33.0,1,grid_unreliable,5
4425,district_hospital,O2_0107,urban,55,0,0,0,0,oxygen_concentrator,1,0,13.0,0,1,2,11,0,0,0,0,1,0,0,not_applicable,2024,9,14,asthma_severe,1,13,1,4,0,312.0,42.0,0,grid_unreliable,14
4426,district_hospital,O2_0039,peri_urban,95,0,0,0,0,none,0,0,4.0,0,1,4,16,0,1,1,0,0,0,5,no_oxygen_source,2023,4,11,neonatal_respiratory,0,11,0,5,3,321.0,48.0,1,generator_only,44
4427,district_hospital,O2_0011,rural,76,0,0,0,0,none,2,0,7.5,0,1,6,74,0,1,0,0,1,1,0,not_applicable,2024,11,12,pneumonia_child,4,8,0,3,0,172.0,7.0,1,generator_only,4
4428,district_hospital,O2_0141,urban,5,0,0,0,0,oxygen_concentrator,3,0,0.1,0,4,3,23,0,1,1,0,0,0,16,empty_cylinders_not_collected,2023,6,13,pneumonia_adult,0,13,0,3,6,184.0,43.0,0,grid_reliable,3
4429,district_hospital,O2_0184,rural,84,0,0,0,0,oxygen_concentrator,1,0,0.2,0,5,2,19,0,0,0,0,0,0,13,concentrator_malfunction,2024,9,8,pneumonia_child,0,8,0,0,1,290.0,4.0,1,grid_unreliable,0
4430,district_hospital,O2_0061,rural,81,0,0,0,0,oxygen_concentrator,4,0,2.3,1,3,3,5,0,0,0,0,1,1,0,not_applicable,2023,2,13,COPD_exacerbation,8,5,0,3,0,291.0,32.0,1,grid_unreliable,1
4431,district_hospital,O2_0059,urban,73,0,0,0,0,oxygen_concentrator,2,1,2.0,0,3,0,23,0,0,0,0,1,1,0,not_applicable,2023,3,9,pneumonia_child,3,6,0,2,0,239.0,6.0,0,grid_unreliable,82
4432,district_hospital,O2_0130,peri_urban,129,0,0,0,0,cylinder_piped,0,0,2.7,0,6,4,27,0,0,0,0,1,1,0,not_applicable,2024,12,11,COPD_exacerbation,5,6,1,5,0,221.0,76.0,0,generator_only,2
4433,district_hospital,O2_0094,peri_urban,14,0,0,0,0,cylinder_portable,0,0,1.8,0,4,4,23,0,0,0,0,1,1,0,not_applicable,2023,4,18,COVID19_severe,6,12,0,6,0,165.0,27.0,0,none,35
4434,district_hospital,O2_0151,urban,95,0,1,0,0,oxygen_concentrator,2,1,2.4,0,3,2,11,0,1,0,0,1,1,0,not_applicable,2024,9,15,heart_failure,5,10,1,4,0,198.0,28.0,1,grid_unreliable,13
4435,district_hospital,O2_0141,peri_urban,83,1,0,0,0,oxygen_concentrator,4,2,16.5,0,1,7,15,0,0,0,0,1,1,0,not_applicable,2024,7,18,other_hypoxemia,13,5,0,2,0,353.0,4.0,1,none,6
4436,district_hospital,O2_0107,rural,42,0,0,0,0,oxygen_concentrator,4,2,0.4,1,3,4,33,0,0,0,0,0,0,12,concentrator_malfunction,2022,4,10,asthma_severe,0,10,0,3,4,119.0,7.0,1,none,0
4437,district_hospital,O2_0082,peri_urban,85,0,0,0,0,none,0,0,0.6,0,1,4,19,0,1,0,0,0,0,7,cylinder_delivery_delay,2023,5,9,pneumonia_child,0,9,0,3,2,228.0,27.0,1,grid_unreliable,10
4438,district_hospital,O2_0022,rural,95,0,0,0,1,oxygen_concentrator,2,1,0.8,1,4,2,31,0,1,0,0,0,0,8,cylinder_delivery_delay,2024,12,10,neonatal_respiratory,0,10,0,6,4,250.0,45.0,0,grid_unreliable,6
4439,district_hospital,O2_0006,rural,58,0,0,0,0,oxygen_concentrator,1,0,7.8,0,1,4,10,0,0,0,0,1,1,1,cylinder_delivery_delay,2021,3,17,trauma,9,8,1,4,0,297.0,40.0,0,none,9
4440,district_hospital,O2_0121,rural,82,0,0,0,0,oxygen_concentrator,1,0,5.9,0,2,2,43,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,8,11,pneumonia_adult,0,11,0,2,0,218.0,6.0,0,none,3
4441,district_hospital,O2_0166,rural,41,0,0,0,0,oxygen_concentrator,2,0,4.3,0,6,6,34,0,0,0,0,0,0,1,regulator_valve_failure,2021,12,16,pneumonia_child,0,16,0,7,4,155.0,26.0,1,grid_unreliable,8
4442,district_hospital,O2_0158,peri_urban,49,0,0,0,0,oxygen_concentrator,5,3,9.7,0,3,3,1,0,0,0,0,1,0,0,not_applicable,2024,2,11,severe_malaria,6,5,0,1,0,305.0,56.0,0,grid_reliable,17
4443,district_hospital,O2_0082,rural,18,0,0,0,1,oxygen_concentrator,2,0,27.5,1,8,3,9,0,1,1,1,0,0,18,concentrator_malfunction,2023,5,12,COPD_exacerbation,0,12,0,8,3,271.0,0.0,1,none,3
4444,district_hospital,O2_0154,peri_urban,119,0,0,0,0,oxygen_concentrator,0,0,1.8,0,1,1,4,0,1,0,0,1,1,0,not_applicable,2023,11,9,heart_failure,4,5,0,1,0,45.0,6.0,1,grid_unreliable,29
4445,district_hospital,O2_0143,rural,89,0,0,0,0,cylinder_portable,0,0,0.4,0,2,1,7,0,0,0,0,1,1,0,not_applicable,2023,5,13,pneumonia_child,6,7,0,1,0,246.0,36.0,0,grid_unreliable,0
4446,district_hospital,O2_0076,urban,33,0,0,0,0,cylinder_piped,0,0,6.3,0,4,1,30,0,0,0,0,1,1,0,not_applicable,2021,2,13,neonatal_respiratory,7,6,0,2,0,196.0,18.0,0,none,31
4447,district_hospital,O2_0001,rural,91,0,0,0,0,oxygen_concentrator,3,1,5.1,1,4,3,15,0,0,0,0,0,0,11,concentrator_malfunction,2022,9,12,pneumonia_child,0,12,0,2,4,146.0,22.0,1,grid_unreliable,0
4448,district_hospital,O2_0111,peri_urban,21,0,0,0,0,cylinder_portable,1,0,2.2,0,2,4,23,0,1,0,0,0,0,30,power_outage,2022,3,14,severe_malaria,0,14,0,6,5,203.0,9.0,0,none,1
4449,district_hospital,O2_0009,urban,48,0,0,0,0,cylinder_portable,0,0,10.8,0,3,5,1,0,1,0,0,0,0,3,concentrator_malfunction,2023,11,11,pneumonia_adult,0,11,0,5,0,203.0,4.0,1,grid_reliable,55
4450,district_hospital,O2_0113,urban,5,0,0,0,0,none,0,0,3.3,0,4,5,17,0,0,0,0,0,0,6,funding_for_refill,2023,12,7,neonatal_respiratory,0,7,0,3,2,227.0,85.0,0,grid_unreliable,12
4451,district_hospital,O2_0148,rural,10,0,1,0,0,cylinder_portable,0,0,0.9,0,2,1,26,0,0,0,0,1,0,0,not_applicable,2023,10,11,COPD_exacerbation,5,6,0,3,0,327.0,113.0,0,none,1
4452,district_hospital,O2_0175,rural,73,0,0,1,0,oxygen_concentrator,6,2,0.7,0,2,1,50,0,0,0,0,1,0,0,not_applicable,2021,5,12,asthma_severe,5,7,1,4,0,206.0,3.0,0,grid_reliable,32
4453,district_hospital,O2_0159,rural,57,0,1,0,0,cylinder_piped,0,0,4.7,0,6,4,15,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,1,14,COPD_exacerbation,0,14,0,6,3,205.0,4.0,0,grid_unreliable,5
4454,district_hospital,O2_0160,rural,48,0,0,0,0,cylinder_piped,2,1,3.5,0,6,4,50,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,4,8,COVID19_severe,0,8,0,6,1,238.0,9.0,1,grid_reliable,4
4455,district_hospital,O2_0101,urban,23,0,0,0,0,oxygen_concentrator,1,0,1.1,0,7,2,9,0,0,0,0,1,1,0,not_applicable,2023,6,9,trauma,5,4,0,0,0,93.0,6.0,0,grid_unreliable,2
4456,district_hospital,O2_0170,rural,97,0,0,0,0,cylinder_piped,0,0,4.5,0,4,3,49,0,0,0,0,1,1,0,not_applicable,2024,2,13,asthma_severe,7,6,0,1,0,212.0,3.0,0,none,8
4457,district_hospital,O2_0171,rural,26,0,0,0,0,cylinder_portable,2,0,7.3,0,1,7,6,0,0,0,0,0,0,21,no_oxygen_source,2023,11,11,surgical_anaesthesia,0,11,0,4,2,169.0,17.0,0,grid_reliable,40
4458,district_hospital,O2_0075,urban,32,0,0,1,0,oxygen_concentrator,4,1,9.3,0,2,4,112,0,0,0,0,0,0,7,cylinder_delivery_delay,2022,8,16,severe_malaria,0,16,0,5,4,154.0,210.0,1,none,0
4459,district_hospital,O2_0121,rural,50,0,0,0,0,none,0,0,6.3,0,2,7,1,0,0,0,0,0,0,17,concentrator_malfunction,2022,11,13,COVID19_severe,0,13,0,11,4,173.0,35.0,1,grid_unreliable,5
4460,district_hospital,O2_0126,rural,5,0,0,0,0,cylinder_portable,0,0,17.7,0,8,6,19,0,0,0,0,0,0,1,no_oxygen_source,2024,3,12,asthma_severe,0,12,0,6,2,159.0,210.0,0,none,21
4461,district_hospital,O2_0172,urban,87,0,0,0,0,oxygen_concentrator,4,1,0.7,0,5,3,6,0,0,0,0,1,0,1,supplier_stockout,2023,11,11,COVID19_severe,6,5,1,3,0,189.0,53.0,0,generator_only,11
4462,district_hospital,O2_0054,rural,99,0,0,0,0,oxygen_concentrator,1,0,6.9,1,0,6,16,0,0,0,0,1,1,0,not_applicable,2021,7,8,pneumonia_child,3,5,1,2,0,184.0,103.0,0,solar,3
4463,district_hospital,O2_0083,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,7.4,0,1,3,41,0,1,0,0,0,0,12,power_outage,2024,3,12,trauma,0,12,0,7,4,196.0,21.0,1,none,5
4464,district_hospital,O2_0010,urban,40,0,0,0,0,oxygen_concentrator,1,0,2.6,0,2,4,45,0,0,0,0,0,0,7,funding_for_refill,2022,4,18,neonatal_respiratory,0,18,0,5,3,232.0,61.0,1,none,3
4465,district_hospital,O2_0158,rural,41,0,0,0,1,cylinder_piped,0,0,7.4,1,2,3,20,0,0,0,0,1,1,2,cylinder_delivery_delay,2021,8,10,other_hypoxemia,3,7,0,4,0,176.0,98.0,0,solar,15
4466,district_hospital,O2_0069,urban,50,0,0,0,0,LOX_bulk_tank,1,0,1.4,0,7,2,7,0,0,0,0,1,1,0,not_applicable,2024,5,13,surgical_anaesthesia,4,9,0,5,0,163.0,371.0,0,solar,9
4467,district_hospital,O2_0007,rural,59,0,0,0,0,oxygen_concentrator,1,0,0.3,0,2,4,20,0,1,0,0,0,0,30,power_outage,2023,7,7,trauma,0,7,0,3,2,202.0,6.0,1,grid_unreliable,1
4468,district_hospital,O2_0183,rural,29,0,0,0,0,none,0,0,4.1,0,2,3,3,0,0,0,0,0,0,17,cylinder_delivery_delay,2024,10,9,COVID19_severe,0,9,0,4,1,363.0,9.0,0,solar,0
4469,district_hospital,O2_0105,rural,5,0,0,0,0,cylinder_portable,0,0,2.7,0,3,5,75,0,0,0,0,0,0,2,supplier_stockout,2023,4,14,neonatal_respiratory,0,14,0,6,3,228.0,2.0,0,solar,4
4470,district_hospital,O2_0158,rural,5,0,0,0,0,oxygen_concentrator,2,0,1.1,0,1,9,29,0,1,0,0,0,0,12,power_outage,2023,5,9,pneumonia_child,0,9,0,2,0,118.0,84.0,1,grid_reliable,0
4471,district_hospital,O2_0028,rural,28,0,1,0,0,LOX_bulk_tank,0,0,3.7,1,0,2,19,0,1,0,0,1,0,0,not_applicable,2024,3,9,pneumonia_child,6,3,0,1,0,199.0,34.0,0,solar,41
4472,district_hospital,O2_0066,urban,52,0,0,0,0,cylinder_portable,0,0,0.3,1,2,3,28,0,0,0,0,0,0,14,funding_for_refill,2024,9,13,pneumonia_adult,0,13,0,7,2,64.0,20.0,1,generator_only,13
4473,district_hospital,O2_0020,rural,79,0,0,1,1,cylinder_portable,0,0,1.7,1,4,4,26,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,4,15,COVID19_severe,0,15,0,7,3,52.0,38.0,1,grid_unreliable,0
4474,district_hospital,O2_0086,urban,35,0,0,0,0,cylinder_portable,0,0,3.8,0,3,4,75,0,0,0,0,1,0,0,not_applicable,2023,2,8,sepsis,2,6,0,3,0,133.0,10.0,0,generator_only,44
4475,district_hospital,O2_0033,peri_urban,75,0,0,0,0,oxygen_concentrator,2,1,5.0,0,4,2,2,0,0,0,0,0,0,30,regulator_valve_failure,2022,5,14,severe_malaria,0,14,0,11,2,295.0,5.0,0,grid_unreliable,4
4476,district_hospital,O2_0173,rural,110,0,0,0,0,oxygen_concentrator,3,1,3.9,0,3,5,2,0,0,0,0,1,1,0,not_applicable,2023,11,5,COPD_exacerbation,2,3,1,1,0,302.0,23.0,1,solar,1
4477,district_hospital,O2_0025,rural,11,0,0,0,0,cylinder_piped,0,0,1.2,0,2,9,56,0,0,0,0,1,1,6,concentrator_malfunction,2021,1,16,neonatal_respiratory,8,8,1,3,0,238.0,49.0,0,none,13
4478,district_hospital,O2_0039,peri_urban,13,0,0,0,0,oxygen_concentrator,0,0,7.5,1,5,4,11,0,0,0,0,0,0,29,no_oxygen_source,2022,10,16,trauma,0,16,0,10,7,229.0,17.0,1,generator_only,4
4479,district_hospital,O2_0093,peri_urban,45,0,1,0,0,cylinder_piped,3,0,0.9,0,3,3,63,0,0,0,0,1,1,0,not_applicable,2022,9,10,asthma_severe,6,4,1,2,0,330.0,37.0,1,generator_only,13
4480,district_hospital,O2_0035,urban,5,0,0,0,0,cylinder_portable,0,0,0.2,0,4,2,59,0,0,0,0,1,0,0,not_applicable,2023,8,18,surgical_anaesthesia,14,4,0,1,0,118.0,195.0,1,grid_unreliable,46
4481,district_hospital,O2_0175,peri_urban,81,0,0,0,0,cylinder_portable,0,0,9.3,0,4,5,0,0,0,0,0,0,0,5,demand_surge,2024,3,13,pneumonia_child,0,13,0,3,3,223.0,16.0,0,grid_unreliable,58
4482,district_hospital,O2_0149,peri_urban,12,0,0,0,0,cylinder_piped,0,0,10.8,0,6,5,4,0,1,0,0,0,0,19,demand_surge,2024,8,9,pneumonia_adult,0,9,0,6,4,122.0,8.0,1,generator_only,9
4483,district_hospital,O2_0060,rural,46,0,0,0,0,oxygen_concentrator,2,0,5.3,0,2,2,6,0,1,0,0,1,0,0,not_applicable,2022,4,5,pneumonia_adult,2,3,0,3,0,242.0,66.0,1,none,31
4484,district_hospital,O2_0147,peri_urban,52,0,0,0,0,oxygen_concentrator,1,0,4.2,0,3,3,4,0,0,0,0,0,0,25,power_outage,2021,5,16,trauma,0,16,0,9,6,180.0,47.0,1,generator_only,1
4485,district_hospital,O2_0110,peri_urban,15,0,0,0,0,oxygen_concentrator,1,0,5.4,0,4,2,27,0,0,0,0,1,1,1,cylinder_delivery_delay,2021,11,8,COPD_exacerbation,3,5,0,4,0,76.0,13.0,0,generator_only,2
4486,district_hospital,O2_0117,rural,79,0,0,0,0,cylinder_portable,2,0,21.9,0,3,5,22,0,0,0,0,1,1,3,cylinder_delivery_delay,2022,10,18,surgical_anaesthesia,12,6,1,3,0,91.0,2.0,1,grid_unreliable,1
4487,district_hospital,O2_0172,peri_urban,107,0,0,0,0,cylinder_piped,0,0,3.5,0,2,5,0,0,0,0,0,1,1,0,not_applicable,2024,2,12,severe_malaria,7,5,1,2,0,252.0,10.0,0,grid_reliable,22
4488,district_hospital,O2_0156,rural,54,1,0,0,0,oxygen_concentrator,3,2,1.4,0,0,3,3,0,0,0,0,1,0,0,not_applicable,2024,4,10,pneumonia_child,6,4,0,1,0,292.0,42.0,0,generator_only,11
4489,district_hospital,O2_0131,rural,95,0,0,0,0,cylinder_portable,0,0,3.5,1,3,4,64,0,0,0,0,1,1,0,not_applicable,2021,1,16,severe_malaria,6,10,0,6,0,201.0,0.0,0,generator_only,0
4490,district_hospital,O2_0199,urban,97,0,0,0,0,cylinder_piped,3,0,7.7,0,3,7,41,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,2,15,sepsis,0,15,0,10,3,170.0,10.0,1,none,7
4491,district_hospital,O2_0174,rural,97,0,0,0,0,cylinder_portable,0,0,5.4,0,3,3,30,0,1,1,0,1,1,0,not_applicable,2024,12,7,heart_failure,3,4,1,1,0,143.0,24.0,0,grid_unreliable,16
4492,district_hospital,O2_0025,rural,93,0,0,0,0,cylinder_portable,0,0,2.9,0,4,7,22,0,0,0,0,1,1,0,not_applicable,2022,12,14,surgical_anaesthesia,5,9,0,5,0,155.0,6.0,1,grid_unreliable,18
4493,district_hospital,O2_0148,rural,56,0,1,0,0,oxygen_concentrator,2,0,0.9,1,3,4,67,0,1,0,0,1,1,0,not_applicable,2023,6,9,trauma,5,4,1,3,0,105.0,37.0,1,solar,1
4494,district_hospital,O2_0083,peri_urban,71,0,0,1,0,cylinder_portable,0,0,1.4,0,1,4,36,0,0,0,0,1,0,0,not_applicable,2023,12,10,COVID19_severe,2,8,0,4,0,311.0,67.0,0,generator_only,19
4495,district_hospital,O2_0010,rural,45,0,0,0,0,cylinder_portable,0,0,6.6,1,2,4,2,0,1,1,1,1,1,0,not_applicable,2023,11,14,COPD_exacerbation,5,9,0,1,0,234.0,28.0,1,solar,3
4496,district_hospital,O2_0132,rural,79,0,1,0,0,cylinder_portable,0,0,2.0,0,2,1,1,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,12,10,COPD_exacerbation,0,10,0,5,5,106.0,75.0,0,solar,4
4497,district_hospital,O2_0105,peri_urban,105,0,0,0,0,oxygen_concentrator,1,0,0.2,0,0,5,91,0,0,0,0,1,0,0,not_applicable,2024,9,12,pneumonia_child,4,8,1,6,0,120.0,13.0,1,generator_only,32
4498,district_hospital,O2_0030,rural,110,0,0,0,0,oxygen_concentrator,0,0,0.2,0,1,3,1,0,0,0,0,0,0,13,power_outage,2022,9,8,severe_malaria,0,8,0,5,3,96.0,76.0,0,solar,14
4499,district_hospital,O2_0121,rural,109,0,0,0,0,PSA_plant_onsite,0,0,0.5,0,3,0,16,0,0,0,0,0,0,29,no_oxygen_source,2023,1,10,other_hypoxemia,0,10,0,5,3,156.0,23.0,0,none,9
4500,district_hospital,O2_0111,rural,56,0,0,0,0,cylinder_portable,0,0,3.2,0,2,3,33,0,0,0,0,1,0,5,empty_cylinders_not_collected,2024,8,8,sepsis,4,4,1,2,0,164.0,58.0,1,none,16
4501,district_hospital,O2_0034,urban,26,0,0,0,0,cylinder_portable,0,0,4.8,0,5,4,33,0,0,0,0,1,1,0,not_applicable,2021,1,12,neonatal_respiratory,6,6,1,3,0,0.0,148.0,0,grid_unreliable,78
4502,district_hospital,O2_0158,peri_urban,123,0,0,0,0,LOX_bulk_tank,0,0,6.9,1,2,4,9,0,0,0,0,0,0,1,power_outage,2021,3,13,severe_malaria,0,13,0,4,3,23.0,7.0,0,none,18
4503,district_hospital,O2_0073,rural,109,0,0,0,0,cylinder_portable,0,0,0.1,0,3,1,18,0,1,0,0,1,1,0,not_applicable,2024,10,8,neonatal_respiratory,2,6,1,2,0,124.0,8.0,1,grid_unreliable,34
4504,district_hospital,O2_0145,peri_urban,131,0,0,0,0,oxygen_concentrator,2,1,0.2,0,5,6,12,0,0,0,0,0,0,8,concentrator_malfunction,2024,11,7,pneumonia_child,0,7,0,4,1,154.0,108.0,0,grid_unreliable,12
4505,district_hospital,O2_0032,peri_urban,85,0,0,0,0,cylinder_portable,0,0,4.8,1,2,5,53,0,0,0,0,0,0,1,demand_surge,2023,9,16,heart_failure,0,16,0,7,7,204.0,64.0,0,none,12
4506,district_hospital,O2_0165,rural,6,0,0,0,0,cylinder_piped,3,0,2.6,0,4,2,16,0,0,0,0,1,1,5,concentrator_malfunction,2022,2,10,pneumonia_child,4,6,0,5,0,266.0,8.0,0,generator_only,4
4507,district_hospital,O2_0098,rural,82,0,0,0,1,LOX_bulk_tank,4,0,0.8,1,2,5,36,0,0,0,0,1,1,0,not_applicable,2023,12,10,surgical_anaesthesia,3,7,0,5,0,328.0,56.0,0,none,0
4508,district_hospital,O2_0171,peri_urban,43,0,0,0,0,none,0,0,9.2,0,3,3,21,0,0,0,0,1,0,0,not_applicable,2024,7,18,pneumonia_child,10,8,0,4,0,264.0,5.0,0,grid_unreliable,2
4509,district_hospital,O2_0174,peri_urban,30,0,0,0,0,cylinder_piped,0,0,2.9,0,3,4,7,0,0,0,0,1,1,0,not_applicable,2024,2,13,pneumonia_adult,7,6,0,3,0,167.0,38.0,1,solar,31
4510,district_hospital,O2_0126,peri_urban,57,0,0,0,0,oxygen_concentrator,2,0,2.3,0,4,6,15,0,1,0,0,0,0,1,concentrator_malfunction,2021,11,11,heart_failure,0,11,0,5,1,100.0,65.0,1,none,25
4511,district_hospital,O2_0044,peri_urban,94,0,0,0,0,cylinder_portable,0,0,1.0,0,0,1,2,0,1,0,0,1,1,5,cylinder_delivery_delay,2022,9,7,other_hypoxemia,5,2,1,1,0,196.0,1.0,0,grid_unreliable,2
4512,district_hospital,O2_0058,rural,140,0,0,0,0,cylinder_portable,0,0,2.7,0,3,7,29,0,0,0,0,0,0,6,power_outage,2024,2,7,neonatal_respiratory,0,7,0,2,2,172.0,51.0,0,grid_unreliable,75
4513,district_hospital,O2_0023,peri_urban,66,0,0,0,0,oxygen_concentrator,0,0,4.4,0,5,6,34,0,1,0,0,0,0,4,cylinder_delivery_delay,2024,1,22,other_hypoxemia,0,22,0,11,1,182.0,120.0,0,grid_reliable,7
4514,district_hospital,O2_0108,urban,57,0,0,0,0,oxygen_concentrator,2,1,7.5,0,2,4,16,0,0,0,0,0,0,10,empty_cylinders_not_collected,2022,7,9,pneumonia_adult,0,9,0,4,2,213.0,5.0,0,grid_reliable,23
4515,district_hospital,O2_0018,rural,101,0,0,0,0,oxygen_concentrator,1,0,0.1,0,3,3,33,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,8,10,neonatal_respiratory,0,10,0,4,3,193.0,40.0,0,grid_unreliable,11
4516,district_hospital,O2_0105,peri_urban,73,0,0,0,0,oxygen_concentrator,3,2,0.1,0,4,4,17,0,0,0,0,0,0,4,no_oxygen_source,2022,8,16,pneumonia_child,0,16,0,4,4,191.0,62.0,1,grid_reliable,6
4517,district_hospital,O2_0186,rural,66,0,0,0,0,none,0,0,5.4,0,3,3,28,0,1,0,0,1,1,0,not_applicable,2024,12,11,other_hypoxemia,4,7,0,4,0,132.0,137.0,1,generator_only,19
4518,district_hospital,O2_0084,rural,11,0,0,0,0,oxygen_concentrator,1,0,2.4,0,7,1,38,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,6,5,neonatal_respiratory,0,5,0,1,0,169.0,66.0,0,grid_unreliable,13
4519,district_hospital,O2_0191,peri_urban,126,0,0,0,0,oxygen_concentrator,3,1,0.5,0,4,8,16,0,1,1,0,0,0,1,cylinder_delivery_delay,2023,11,12,pneumonia_adult,0,12,0,5,7,126.0,56.0,1,solar,4
4520,district_hospital,O2_0156,rural,84,0,0,0,0,LOX_bulk_tank,0,0,9.0,0,4,4,19,0,1,0,0,1,0,0,not_applicable,2023,2,12,surgical_anaesthesia,4,8,0,4,0,207.0,29.0,0,generator_only,5
4521,district_hospital,O2_0162,rural,75,0,0,0,0,cylinder_piped,0,0,4.0,0,3,3,5,0,1,1,0,1,1,0,not_applicable,2024,11,11,sepsis,5,6,0,2,0,88.0,41.0,1,grid_reliable,15
4522,district_hospital,O2_0082,urban,95,0,0,0,0,cylinder_portable,0,0,0.4,0,6,3,4,0,1,0,0,1,1,0,not_applicable,2023,2,12,pneumonia_adult,5,7,0,2,0,63.0,170.0,1,solar,0
4523,district_hospital,O2_0163,rural,84,0,0,0,0,cylinder_portable,0,0,3.3,1,4,7,18,0,1,0,0,1,0,2,cylinder_delivery_delay,2023,10,14,sepsis,9,5,1,2,0,249.0,31.0,0,grid_unreliable,22
4524,district_hospital,O2_0199,rural,85,0,1,0,0,cylinder_piped,0,0,16.7,0,2,4,38,0,0,0,0,1,1,0,not_applicable,2022,11,9,surgical_anaesthesia,1,8,0,4,0,177.0,66.0,1,none,66
4525,district_hospital,O2_0168,peri_urban,11,0,0,0,0,LOX_bulk_tank,0,0,1.5,0,4,7,6,0,0,0,0,0,0,30,PSA_plant_breakdown,2023,6,9,heart_failure,0,9,0,3,1,233.0,33.0,0,none,2
4526,district_hospital,O2_0192,rural,68,0,0,0,0,oxygen_concentrator,4,3,1.5,0,1,4,32,0,1,0,0,0,0,4,power_outage,2024,4,14,surgical_anaesthesia,0,14,0,2,5,169.0,21.0,1,solar,7
4527,district_hospital,O2_0160,peri_urban,100,0,0,0,0,cylinder_piped,0,0,19.6,0,3,1,9,0,0,0,0,1,1,15,cylinder_delivery_delay,2022,3,14,heart_failure,4,10,1,8,0,222.0,13.0,1,generator_only,3
4528,district_hospital,O2_0114,rural,50,0,1,0,0,oxygen_concentrator,6,1,5.6,0,1,3,2,0,0,0,0,1,0,0,not_applicable,2023,7,12,surgical_anaesthesia,3,9,0,4,0,122.0,3.0,0,grid_unreliable,6
4529,district_hospital,O2_0083,urban,50,0,1,0,0,none,1,0,1.0,0,3,3,10,0,1,0,0,0,0,23,demand_surge,2022,7,11,surgical_anaesthesia,0,11,0,3,3,80.0,15.0,1,solar,7
4530,district_hospital,O2_0082,urban,84,0,0,0,0,cylinder_piped,2,0,4.4,0,4,9,4,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,1,14,neonatal_respiratory,0,14,0,4,2,202.0,32.0,0,grid_unreliable,0
4531,district_hospital,O2_0014,peri_urban,30,0,0,1,0,oxygen_concentrator,0,0,2.2,0,3,7,5,0,0,0,0,1,0,0,not_applicable,2022,6,14,trauma,8,6,0,3,0,126.0,33.0,1,none,52
4532,district_hospital,O2_0068,rural,29,0,0,0,0,oxygen_concentrator,1,0,6.1,0,4,3,24,0,0,0,0,0,0,8,concentrator_malfunction,2022,8,15,sepsis,0,15,0,7,3,215.0,77.0,0,grid_unreliable,2
4533,district_hospital,O2_0082,rural,5,0,0,0,0,oxygen_concentrator,2,0,5.5,0,2,7,1,0,0,0,0,1,1,0,not_applicable,2022,8,12,neonatal_respiratory,9,3,0,1,0,301.0,46.0,1,none,3
4534,district_hospital,O2_0026,urban,53,0,0,0,1,oxygen_concentrator,1,0,9.0,1,2,1,1,0,0,0,0,0,0,6,cylinder_delivery_delay,2022,10,15,COPD_exacerbation,0,15,0,5,4,292.0,85.0,1,grid_unreliable,16
4535,district_hospital,O2_0184,rural,52,0,0,0,0,oxygen_concentrator,4,2,6.1,0,3,6,10,0,1,0,0,0,0,1,concentrator_malfunction,2022,3,8,pneumonia_child,0,8,0,5,3,295.0,37.0,1,generator_only,5
4536,district_hospital,O2_0096,urban,12,0,0,0,0,oxygen_concentrator,1,0,3.4,0,5,1,32,0,0,0,0,0,0,12,demand_surge,2022,2,11,asthma_severe,0,11,0,5,2,200.0,55.0,1,generator_only,1
4537,district_hospital,O2_0055,rural,21,0,0,0,0,oxygen_concentrator,1,0,17.5,0,3,4,24,0,0,0,0,1,1,15,cylinder_delivery_delay,2022,7,10,heart_failure,4,6,0,4,0,245.0,12.0,1,grid_unreliable,4
4538,district_hospital,O2_0038,rural,83,0,0,0,0,oxygen_concentrator,3,1,0.8,0,2,2,1,0,1,1,1,1,1,0,not_applicable,2023,2,13,COVID19_severe,4,9,1,2,0,210.0,91.0,0,grid_unreliable,1
4539,district_hospital,O2_0149,urban,5,0,0,0,0,oxygen_concentrator,1,0,6.5,0,4,5,15,0,0,0,0,0,0,19,demand_surge,2022,6,14,COVID19_severe,0,14,0,5,1,224.0,33.0,1,grid_reliable,25
4540,district_hospital,O2_0059,rural,46,0,0,0,0,none,0,0,2.3,0,5,4,20,0,0,0,0,1,1,1,empty_cylinders_not_collected,2022,1,14,COPD_exacerbation,4,10,0,7,0,129.0,2.0,0,solar,6
4541,district_hospital,O2_0044,rural,18,0,0,0,0,none,3,2,7.9,0,2,5,45,0,0,0,0,1,0,0,not_applicable,2024,7,8,COPD_exacerbation,4,4,0,3,0,49.0,11.0,0,generator_only,31
4542,district_hospital,O2_0110,rural,48,0,0,0,0,cylinder_portable,0,0,0.3,0,3,4,7,0,1,1,1,0,0,6,cylinder_delivery_delay,2022,6,12,sepsis,0,12,0,4,1,265.0,4.0,1,grid_unreliable,5
4543,district_hospital,O2_0040,rural,65,0,0,0,0,cylinder_piped,2,0,5.8,0,3,5,7,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,1,5,pneumonia_adult,0,5,0,1,1,249.0,38.0,0,grid_unreliable,1
4544,district_hospital,O2_0153,urban,173,0,1,0,0,cylinder_portable,0,0,1.1,1,5,7,23,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,1,14,pneumonia_child,0,14,0,3,2,35.0,149.0,1,grid_unreliable,9
4545,district_hospital,O2_0067,urban,108,0,0,0,0,cylinder_portable,0,0,3.3,1,2,5,18,0,0,0,0,0,0,1,power_outage,2022,4,16,COVID19_severe,0,16,0,7,6,249.0,31.0,0,grid_unreliable,9
4546,district_hospital,O2_0043,peri_urban,62,0,0,1,0,oxygen_concentrator,0,0,7.1,1,1,3,12,0,0,0,0,0,0,20,cylinder_delivery_delay,2024,12,13,severe_malaria,0,13,0,6,0,153.0,69.0,0,generator_only,21
4547,district_hospital,O2_0159,peri_urban,5,0,0,0,0,cylinder_portable,0,0,4.1,0,1,4,6,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,10,9,COPD_exacerbation,0,9,0,3,3,199.0,47.0,0,grid_unreliable,4
4548,district_hospital,O2_0155,rural,64,0,0,0,0,none,2,1,10.0,0,1,6,31,0,0,0,0,0,0,24,PSA_plant_breakdown,2023,7,7,pneumonia_adult,0,7,0,3,3,209.0,13.0,0,grid_unreliable,8
4549,district_hospital,O2_0054,rural,48,0,0,0,1,cylinder_piped,0,0,1.3,1,1,5,10,0,0,0,0,0,0,23,power_outage,2021,11,15,surgical_anaesthesia,0,15,0,9,2,438.0,108.0,1,grid_unreliable,19
4550,district_hospital,O2_0178,rural,52,0,0,0,0,cylinder_portable,0,0,1.3,0,4,3,37,0,0,0,0,1,1,5,PSA_plant_breakdown,2021,4,10,surgical_anaesthesia,5,5,0,4,0,249.0,87.0,1,generator_only,7
4551,district_hospital,O2_0043,rural,131,0,0,0,0,cylinder_portable,0,0,6.3,0,1,3,11,0,1,0,0,1,1,0,not_applicable,2023,12,7,pneumonia_adult,3,4,0,1,0,370.0,95.0,1,none,70
4552,district_hospital,O2_0138,rural,27,0,0,0,0,oxygen_concentrator,4,2,0.3,0,0,3,32,0,0,0,0,1,0,0,not_applicable,2022,10,6,trauma,3,3,0,1,0,298.0,159.0,0,grid_unreliable,4
4553,district_hospital,O2_0091,rural,111,0,0,0,0,none,0,0,4.3,0,6,3,44,0,0,0,0,0,0,12,demand_surge,2022,5,14,pneumonia_adult,0,14,0,3,3,105.0,8.0,0,grid_reliable,21
4554,district_hospital,O2_0098,rural,50,0,0,1,0,oxygen_concentrator,2,0,13.5,0,2,1,8,0,1,0,0,0,0,11,funding_for_refill,2023,2,13,surgical_anaesthesia,0,13,0,6,0,204.0,27.0,1,grid_unreliable,7
4555,district_hospital,O2_0025,peri_urban,62,0,0,0,0,none,0,0,1.1,0,4,5,2,0,0,0,0,0,0,17,power_outage,2023,1,9,neonatal_respiratory,0,9,0,3,1,233.0,6.0,1,solar,33
4556,district_hospital,O2_0170,peri_urban,5,0,1,0,0,oxygen_concentrator,2,0,2.8,0,4,2,13,0,1,1,0,1,1,0,not_applicable,2023,9,14,pneumonia_child,0,14,0,4,0,269.0,88.0,1,grid_unreliable,47
4557,district_hospital,O2_0086,rural,58,0,0,0,0,none,0,0,1.1,0,2,1,3,0,0,0,0,1,1,0,not_applicable,2023,3,12,asthma_severe,3,9,0,6,0,123.0,23.0,1,none,9
4558,district_hospital,O2_0008,peri_urban,161,0,0,0,0,cylinder_portable,0,0,2.8,1,3,1,5,0,0,0,0,1,1,0,not_applicable,2023,11,11,asthma_severe,5,6,1,4,0,210.0,77.0,0,generator_only,2
4559,district_hospital,O2_0104,peri_urban,77,1,0,0,0,oxygen_concentrator,2,0,1.7,0,1,2,24,0,1,1,0,0,0,1,power_outage,2022,10,12,neonatal_respiratory,0,12,0,6,3,293.0,25.0,0,none,1
4560,district_hospital,O2_0178,urban,75,0,0,0,0,oxygen_concentrator,2,1,3.6,0,5,3,62,0,0,0,0,1,1,0,not_applicable,2024,1,10,neonatal_respiratory,5,5,1,3,0,125.0,112.0,0,none,5
4561,district_hospital,O2_0058,peri_urban,94,0,0,0,0,cylinder_portable,1,0,8.6,0,2,5,6,0,0,0,0,0,0,2,power_outage,2024,4,12,pneumonia_adult,0,12,0,3,3,211.0,11.0,0,generator_only,0
4562,district_hospital,O2_0160,peri_urban,48,0,0,1,0,oxygen_concentrator,3,2,1.5,1,2,4,44,0,1,0,0,0,0,1,regulator_valve_failure,2023,3,13,pneumonia_adult,0,13,0,7,5,123.0,22.0,0,grid_unreliable,7
4563,district_hospital,O2_0185,urban,9,0,0,0,0,cylinder_portable,2,0,1.3,0,3,2,14,0,0,0,0,1,1,0,not_applicable,2024,8,9,COVID19_severe,4,5,1,2,0,160.0,65.0,1,none,4
4564,district_hospital,O2_0061,urban,106,0,0,0,0,oxygen_concentrator,3,1,0.4,0,3,7,0,0,0,0,0,0,0,17,concentrator_malfunction,2022,4,14,COVID19_severe,0,14,0,5,5,127.0,9.0,1,grid_reliable,13
4565,district_hospital,O2_0195,rural,44,1,0,0,0,none,0,0,5.5,0,3,6,81,0,0,0,0,0,0,2,power_outage,2021,7,5,pneumonia_child,0,5,0,3,0,251.0,16.0,0,generator_only,60
4566,district_hospital,O2_0017,peri_urban,29,0,0,0,0,cylinder_piped,0,0,1.5,0,2,7,0,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,6,12,COVID19_severe,0,12,0,7,4,429.0,29.0,1,none,13
4567,district_hospital,O2_0061,rural,112,0,0,0,0,none,0,0,7.3,0,6,4,51,0,1,0,0,0,0,5,cylinder_delivery_delay,2023,12,7,COVID19_severe,0,7,0,3,2,229.0,65.0,1,grid_reliable,7
4568,district_hospital,O2_0028,urban,84,0,0,0,0,cylinder_portable,0,0,0.6,0,4,3,13,0,1,1,0,0,0,8,cylinder_delivery_delay,2022,1,18,COPD_exacerbation,0,18,0,9,0,278.0,249.0,1,generator_only,40
4569,district_hospital,O2_0171,rural,70,0,0,0,0,none,0,0,5.1,0,2,4,33,0,1,1,0,1,0,0,not_applicable,2022,4,14,pneumonia_adult,5,9,0,3,0,223.0,24.0,1,none,1
4570,district_hospital,O2_0160,rural,47,0,1,0,0,oxygen_concentrator,1,0,5.5,0,3,5,12,0,0,0,0,1,1,0,not_applicable,2021,7,8,COPD_exacerbation,3,5,1,2,0,191.0,3.0,1,none,4
4571,district_hospital,O2_0059,rural,50,0,1,0,0,oxygen_concentrator,2,1,4.0,0,2,4,0,0,0,0,0,1,0,0,not_applicable,2024,2,14,severe_malaria,6,8,0,6,0,226.0,72.0,1,grid_reliable,24
4572,district_hospital,O2_0153,peri_urban,45,0,0,0,0,oxygen_concentrator,2,0,2.8,0,1,1,11,0,1,0,0,1,1,0,not_applicable,2023,3,16,COVID19_severe,9,7,0,4,0,326.0,19.0,0,none,1
4573,district_hospital,O2_0121,peri_urban,19,0,0,0,1,oxygen_concentrator,2,0,1.2,1,3,3,6,0,1,0,0,1,0,0,not_applicable,2022,7,11,COVID19_severe,4,7,1,3,0,339.0,159.0,0,solar,1
4574,district_hospital,O2_0138,rural,110,0,0,0,0,oxygen_concentrator,2,0,10.3,0,4,6,40,0,1,1,0,0,0,6,concentrator_malfunction,2023,6,14,COPD_exacerbation,0,14,0,7,5,118.0,116.0,0,none,12
4575,district_hospital,O2_0092,peri_urban,106,0,0,0,0,cylinder_portable,0,0,6.6,0,1,3,20,0,1,0,0,1,1,0,not_applicable,2022,8,4,heart_failure,0,4,0,3,0,242.0,66.0,0,grid_unreliable,17
4576,district_hospital,O2_0093,urban,5,0,0,0,0,cylinder_piped,0,0,7.4,0,3,6,35,0,0,0,0,1,0,0,not_applicable,2023,4,19,sepsis,8,11,0,4,0,330.0,1.0,0,none,8
4577,district_hospital,O2_0163,urban,92,0,0,0,0,oxygen_concentrator,1,0,9.6,0,4,5,26,0,0,0,0,1,0,0,not_applicable,2021,2,9,COPD_exacerbation,3,6,1,6,0,132.0,45.0,1,none,13
4578,district_hospital,O2_0097,rural,55,0,0,0,0,cylinder_portable,0,0,3.6,1,3,3,25,0,0,0,0,1,0,0,not_applicable,2023,8,20,neonatal_respiratory,6,14,0,5,0,192.0,17.0,0,none,5
4579,district_hospital,O2_0023,rural,52,0,0,0,0,cylinder_portable,0,0,13.5,0,5,1,18,0,1,1,0,0,0,24,demand_surge,2021,8,14,asthma_severe,0,14,0,5,3,175.0,74.0,1,grid_reliable,13
4580,district_hospital,O2_0024,peri_urban,5,0,0,0,0,cylinder_portable,0,0,5.0,1,6,2,0,0,0,0,0,0,0,1,concentrator_malfunction,2023,3,15,pneumonia_child,0,15,0,8,5,247.0,2.0,0,grid_unreliable,1
4581,district_hospital,O2_0163,rural,50,0,0,0,0,oxygen_concentrator,0,0,8.0,0,2,7,10,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,5,9,severe_malaria,0,9,0,4,4,291.0,5.0,0,grid_unreliable,8
4582,district_hospital,O2_0022,urban,51,0,0,0,0,cylinder_portable,0,0,3.6,0,3,4,11,0,0,0,0,1,1,1,power_outage,2023,7,14,surgical_anaesthesia,11,3,0,0,0,69.0,37.0,0,none,14
4583,district_hospital,O2_0001,rural,46,0,0,0,0,cylinder_portable,0,0,7.2,0,5,4,2,0,0,0,0,0,0,10,concentrator_malfunction,2023,10,20,neonatal_respiratory,0,20,0,7,0,158.0,70.0,0,solar,25
4584,district_hospital,O2_0013,rural,69,0,0,0,0,oxygen_concentrator,6,0,5.5,0,4,6,1,0,0,0,0,1,0,0,not_applicable,2022,5,12,other_hypoxemia,7,5,0,0,0,125.0,34.0,1,none,32
4585,district_hospital,O2_0128,peri_urban,118,0,0,0,0,oxygen_concentrator,1,0,3.5,0,2,3,13,0,1,1,0,1,1,15,cylinder_delivery_delay,2023,5,18,COVID19_severe,11,7,1,5,0,144.0,32.0,0,none,5
4586,district_hospital,O2_0067,peri_urban,23,0,0,0,0,cylinder_piped,0,0,3.6,0,3,1,7,0,0,0,0,0,0,3,concentrator_malfunction,2022,12,12,severe_malaria,0,12,0,6,4,175.0,62.0,0,solar,13
4587,district_hospital,O2_0150,rural,78,0,0,0,0,LOX_bulk_tank,1,0,0.2,0,2,6,44,0,1,0,0,0,0,3,funding_for_refill,2021,6,14,COVID19_severe,0,14,0,5,8,201.0,12.0,1,none,15
4588,district_hospital,O2_0010,peri_urban,33,0,0,0,0,cylinder_piped,0,0,6.1,0,2,3,9,0,0,0,0,1,0,1,cylinder_delivery_delay,2022,5,13,pneumonia_adult,5,8,1,3,0,74.0,9.0,0,grid_unreliable,3
4589,district_hospital,O2_0093,rural,67,0,0,0,0,oxygen_concentrator,0,0,4.6,0,2,8,20,0,1,0,0,1,0,0,not_applicable,2022,7,9,surgical_anaesthesia,6,3,1,2,0,176.0,35.0,0,none,5
4590,district_hospital,O2_0065,peri_urban,64,0,0,0,0,cylinder_portable,1,0,7.8,0,4,2,10,0,0,0,0,1,1,0,not_applicable,2022,11,13,asthma_severe,5,8,1,5,0,307.0,73.0,1,grid_unreliable,1
4591,district_hospital,O2_0059,peri_urban,46,0,0,0,0,oxygen_concentrator,3,0,0.2,0,3,1,19,0,0,0,0,1,1,3,PSA_plant_breakdown,2022,6,7,pneumonia_child,2,5,0,3,0,199.0,67.0,0,none,37
4592,district_hospital,O2_0114,rural,51,0,0,0,0,cylinder_piped,0,0,3.5,0,7,8,36,0,0,0,0,1,1,2,PSA_plant_breakdown,2021,9,17,pneumonia_adult,7,10,0,2,0,281.0,38.0,0,grid_reliable,3
4593,district_hospital,O2_0171,rural,34,0,0,0,0,cylinder_portable,0,0,7.2,0,3,4,22,0,0,0,0,0,0,30,no_oxygen_source,2024,10,12,pneumonia_child,0,12,0,4,4,156.0,112.0,0,grid_unreliable,6
4594,district_hospital,O2_0084,peri_urban,45,0,0,0,0,cylinder_portable,0,0,8.5,0,9,1,12,0,0,0,0,0,0,4,no_oxygen_source,2024,12,18,COVID19_severe,0,18,0,10,11,87.0,1.0,1,grid_unreliable,0
4595,district_hospital,O2_0108,urban,112,0,0,0,0,cylinder_piped,0,0,8.4,0,2,3,57,0,1,0,0,1,1,0,not_applicable,2021,6,11,surgical_anaesthesia,5,6,1,2,0,179.0,30.0,1,grid_unreliable,10
4596,district_hospital,O2_0130,rural,99,0,0,0,0,none,3,1,23.7,0,5,4,31,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,9,8,pneumonia_child,0,8,0,3,2,134.0,183.0,1,none,0
4597,district_hospital,O2_0089,urban,88,0,0,0,0,none,0,0,1.2,0,3,2,19,0,1,0,0,1,1,0,not_applicable,2022,4,14,surgical_anaesthesia,5,9,0,7,0,201.0,74.0,0,generator_only,8
4598,district_hospital,O2_0068,rural,18,0,0,0,0,oxygen_concentrator,0,0,1.6,0,3,4,20,0,0,0,0,0,0,15,cylinder_delivery_delay,2024,7,5,pneumonia_child,0,5,0,0,1,235.0,37.0,1,grid_unreliable,28
4599,district_hospital,O2_0039,rural,121,0,0,0,1,oxygen_concentrator,3,2,0.3,1,0,1,12,0,1,0,0,1,0,0,not_applicable,2023,12,13,COPD_exacerbation,6,7,1,2,0,35.0,36.0,0,none,11
4600,district_hospital,O2_0178,peri_urban,5,0,0,1,0,cylinder_portable,0,0,4.0,1,1,4,31,0,0,0,0,1,1,0,not_applicable,2023,12,14,heart_failure,4,10,0,3,0,338.0,69.0,1,grid_unreliable,0
4601,district_hospital,O2_0055,rural,89,0,0,0,0,cylinder_portable,0,0,4.8,1,3,5,55,0,0,0,0,1,1,0,not_applicable,2024,12,10,neonatal_respiratory,4,6,0,4,0,109.0,58.0,0,none,12
4602,district_hospital,O2_0165,urban,56,0,0,1,0,cylinder_portable,0,0,1.2,0,1,2,81,0,0,0,0,1,1,0,not_applicable,2024,6,16,pneumonia_adult,6,10,0,4,0,186.0,21.0,0,generator_only,11
4603,district_hospital,O2_0071,rural,5,0,0,0,0,oxygen_concentrator,5,3,9.1,0,6,3,14,0,0,0,0,0,0,14,regulator_valve_failure,2024,6,12,pneumonia_child,0,12,0,8,2,265.0,46.0,1,none,28
4604,district_hospital,O2_0090,rural,44,0,0,0,0,LOX_bulk_tank,0,0,4.7,0,5,6,9,0,0,0,0,1,0,2,cylinder_delivery_delay,2024,10,9,neonatal_respiratory,5,4,0,2,0,310.0,30.0,1,generator_only,0
4605,district_hospital,O2_0094,peri_urban,72,0,0,0,0,oxygen_concentrator,1,0,17.6,0,3,5,14,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,5,12,COVID19_severe,0,12,0,2,3,219.0,27.0,1,grid_unreliable,3
4606,district_hospital,O2_0040,urban,69,0,0,0,0,oxygen_concentrator,2,1,3.1,0,6,11,35,0,1,0,0,1,1,2,supplier_stockout,2021,12,10,severe_malaria,4,6,0,4,0,193.0,51.0,1,generator_only,0
4607,district_hospital,O2_0073,urban,22,0,0,0,0,oxygen_concentrator,1,0,10.6,0,2,5,17,0,0,0,0,1,1,0,not_applicable,2024,9,12,other_hypoxemia,2,10,0,4,0,202.0,49.0,0,generator_only,0
4608,district_hospital,O2_0196,peri_urban,56,0,0,0,0,cylinder_portable,0,0,1.4,0,0,8,9,0,1,1,0,1,1,0,not_applicable,2022,4,3,trauma,0,3,0,0,0,207.0,5.0,0,grid_unreliable,9
4609,district_hospital,O2_0031,rural,98,0,0,0,1,oxygen_concentrator,5,3,2.2,1,2,7,24,0,1,0,0,1,1,0,not_applicable,2023,12,16,surgical_anaesthesia,7,9,0,4,0,247.0,144.0,0,grid_unreliable,11
4610,district_hospital,O2_0015,rural,84,0,0,0,1,LOX_bulk_tank,1,0,3.8,1,3,2,2,0,0,0,0,1,1,0,not_applicable,2024,1,13,COVID19_severe,6,7,1,2,0,255.0,32.0,1,generator_only,5
4611,district_hospital,O2_0070,rural,93,0,0,0,0,cylinder_portable,0,0,1.5,0,1,4,4,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,7,14,surgical_anaesthesia,0,14,0,9,5,33.0,35.0,0,none,24
4612,district_hospital,O2_0112,peri_urban,56,0,0,0,0,cylinder_portable,6,3,16.8,0,2,3,20,0,1,0,0,1,1,0,not_applicable,2021,10,8,pneumonia_child,4,4,0,1,0,301.0,106.0,1,solar,14
4613,district_hospital,O2_0129,urban,87,0,0,0,0,oxygen_concentrator,1,0,2.7,0,6,5,31,0,0,0,0,0,0,6,power_outage,2023,3,20,severe_malaria,0,20,0,9,6,243.0,18.0,0,grid_unreliable,12
4614,district_hospital,O2_0175,urban,74,0,0,0,0,cylinder_portable,0,0,3.4,0,3,6,8,0,0,0,0,0,0,30,concentrator_malfunction,2022,2,10,pneumonia_child,0,10,0,4,2,166.0,6.0,0,grid_unreliable,3
4615,district_hospital,O2_0053,peri_urban,59,0,0,1,1,cylinder_portable,0,0,1.1,1,1,2,81,0,0,0,0,0,0,2,concentrator_malfunction,2022,1,9,trauma,0,9,0,3,3,0.0,101.0,0,generator_only,10
4616,district_hospital,O2_0140,urban,62,0,0,0,0,oxygen_concentrator,6,2,8.7,0,2,4,1,0,0,0,0,1,1,0,not_applicable,2024,9,7,pneumonia_child,4,3,0,1,0,178.0,2.0,0,generator_only,20
4617,district_hospital,O2_0040,peri_urban,118,0,0,0,0,LOX_bulk_tank,0,0,4.1,1,3,3,30,0,0,0,0,0,0,1,power_outage,2022,2,11,severe_malaria,0,11,0,5,4,242.0,76.0,0,solar,5
4618,district_hospital,O2_0052,peri_urban,70,0,0,0,0,cylinder_piped,0,0,5.5,0,2,4,31,0,0,0,0,0,0,30,concentrator_malfunction,2022,12,10,neonatal_respiratory,0,10,0,3,3,295.0,59.0,0,solar,3
4619,district_hospital,O2_0005,peri_urban,12,0,0,0,0,LOX_bulk_tank,2,0,6.4,0,3,3,21,0,0,0,0,1,1,0,not_applicable,2024,8,10,severe_malaria,3,7,0,2,0,99.0,47.0,0,none,4
4620,district_hospital,O2_0040,peri_urban,114,0,0,0,0,oxygen_concentrator,2,0,6.1,0,4,0,7,0,0,0,0,0,0,14,funding_for_refill,2024,1,17,other_hypoxemia,0,17,0,5,1,327.0,95.0,0,none,1
4621,district_hospital,O2_0147,rural,70,0,0,0,0,oxygen_concentrator,2,1,10.5,0,2,3,8,0,0,0,0,1,0,0,not_applicable,2021,2,9,heart_failure,3,6,1,3,0,112.0,37.0,0,grid_unreliable,7
4622,district_hospital,O2_0119,rural,65,0,0,0,0,oxygen_concentrator,4,2,7.3,0,5,8,76,0,0,0,0,1,1,5,empty_cylinders_not_collected,2022,9,11,surgical_anaesthesia,5,6,1,5,0,190.0,34.0,1,solar,7
4623,district_hospital,O2_0157,urban,13,0,0,0,0,cylinder_piped,0,0,0.7,0,4,3,3,0,0,0,0,1,1,0,not_applicable,2022,10,14,COVID19_severe,5,9,0,4,0,205.0,2.0,1,none,8
4624,district_hospital,O2_0043,rural,5,0,1,0,0,oxygen_concentrator,2,0,1.4,0,2,3,6,0,0,0,0,1,1,1,power_outage,2024,4,12,COPD_exacerbation,4,8,0,3,0,175.0,4.0,1,none,4
4625,district_hospital,O2_0051,urban,29,0,0,0,1,cylinder_portable,0,0,4.4,1,2,2,105,0,0,0,0,1,1,0,not_applicable,2021,8,9,heart_failure,6,3,0,2,0,139.0,47.0,1,grid_unreliable,0
4626,district_hospital,O2_0050,urban,106,0,0,0,0,cylinder_portable,0,0,20.5,1,2,1,2,0,1,0,0,1,0,4,concentrator_malfunction,2024,7,14,heart_failure,8,6,1,3,0,312.0,55.0,1,grid_unreliable,1
4627,district_hospital,O2_0172,rural,5,0,1,0,1,oxygen_concentrator,0,0,4.1,1,5,8,0,0,0,0,0,0,0,6,no_oxygen_source,2023,9,14,surgical_anaesthesia,0,14,0,4,3,175.0,20.0,0,grid_unreliable,8
4628,district_hospital,O2_0030,peri_urban,103,0,0,0,0,cylinder_piped,0,0,2.4,1,5,2,9,0,1,0,0,0,0,5,demand_surge,2022,9,9,neonatal_respiratory,0,9,0,5,1,173.0,59.0,0,generator_only,18
4629,district_hospital,O2_0168,peri_urban,112,0,0,0,0,cylinder_portable,0,0,12.8,0,4,6,56,0,1,0,0,1,1,0,not_applicable,2023,8,12,COVID19_severe,8,4,0,2,0,264.0,46.0,1,grid_unreliable,1
4630,district_hospital,O2_0045,peri_urban,43,0,0,0,0,oxygen_concentrator,0,0,6.8,0,6,6,17,0,1,1,0,1,1,0,not_applicable,2024,3,20,trauma,11,9,1,8,0,121.0,17.0,0,solar,8
4631,district_hospital,O2_0040,peri_urban,19,0,0,0,0,LOX_bulk_tank,0,0,1.5,1,5,4,12,0,0,0,0,0,0,3,supplier_stockout,2024,7,8,asthma_severe,0,8,0,7,0,175.0,37.0,1,grid_unreliable,1
4632,district_hospital,O2_0108,urban,90,0,0,0,0,oxygen_concentrator,5,0,1.2,0,2,9,7,0,0,0,0,0,0,3,power_outage,2024,11,11,severe_malaria,0,11,0,5,5,252.0,48.0,1,grid_unreliable,9
4633,district_hospital,O2_0184,rural,120,0,0,0,0,oxygen_concentrator,1,0,2.9,0,5,5,0,0,0,0,0,1,1,0,not_applicable,2022,12,10,trauma,3,7,0,5,0,146.0,3.0,1,grid_unreliable,32
4634,district_hospital,O2_0049,rural,152,0,0,0,1,none,0,0,17.2,1,4,3,23,0,1,1,1,1,1,0,not_applicable,2021,2,9,pneumonia_adult,2,7,0,1,0,135.0,3.0,0,none,8
4635,district_hospital,O2_0063,peri_urban,70,0,0,0,0,oxygen_concentrator,2,0,2.3,0,4,3,1,0,0,0,0,0,0,13,cylinder_delivery_delay,2023,5,11,pneumonia_child,0,11,0,4,2,47.0,2.0,0,grid_unreliable,13
4636,district_hospital,O2_0178,rural,46,0,0,1,0,oxygen_concentrator,2,1,9.6,0,3,2,38,0,1,1,0,0,0,10,concentrator_malfunction,2021,7,11,sepsis,0,11,0,3,4,165.0,120.0,0,generator_only,35
4637,district_hospital,O2_0061,urban,5,0,0,0,0,none,0,0,2.7,0,3,5,0,0,0,0,0,1,1,0,not_applicable,2023,4,9,severe_malaria,1,8,0,4,0,165.0,19.0,1,grid_unreliable,12
4638,district_hospital,O2_0199,peri_urban,111,0,0,1,0,oxygen_concentrator,2,1,1.7,0,4,2,3,0,0,0,0,1,1,0,not_applicable,2021,6,10,pneumonia_child,5,5,1,2,0,223.0,63.0,0,none,3
4639,district_hospital,O2_0067,peri_urban,46,0,0,0,0,none,4,2,1.0,0,4,3,13,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,9,10,pneumonia_adult,0,10,0,5,3,146.0,35.0,1,grid_unreliable,20
4640,district_hospital,O2_0059,urban,121,0,0,0,1,cylinder_portable,2,1,9.0,1,1,6,19,0,0,0,0,1,0,0,not_applicable,2022,4,17,trauma,8,9,1,5,0,131.0,201.0,0,grid_unreliable,18
4641,district_hospital,O2_0047,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,0.1,0,2,7,1,0,0,0,0,0,0,24,cylinder_delivery_delay,2024,7,8,surgical_anaesthesia,0,8,0,2,2,93.0,11.0,0,grid_reliable,25
4642,district_hospital,O2_0018,urban,18,0,0,0,0,cylinder_portable,0,0,0.9,0,2,3,1,0,0,0,0,0,0,18,PSA_plant_breakdown,2023,5,6,trauma,0,6,0,1,0,266.0,65.0,0,grid_unreliable,1
4643,district_hospital,O2_0135,rural,67,0,1,0,0,cylinder_portable,0,0,6.4,0,4,4,12,0,0,0,0,1,1,0,not_applicable,2024,7,16,severe_malaria,11,5,0,1,0,198.0,37.0,1,none,13
4644,district_hospital,O2_0118,urban,5,0,0,0,0,cylinder_portable,1,0,14.3,0,2,7,34,0,1,0,0,0,0,30,funding_for_refill,2023,5,15,severe_malaria,0,15,0,6,6,217.0,1.0,1,grid_unreliable,19
4645,district_hospital,O2_0133,rural,91,0,0,0,0,oxygen_concentrator,2,0,3.3,0,4,9,19,0,1,0,0,0,0,21,concentrator_malfunction,2021,1,14,sepsis,0,14,0,6,5,244.0,350.0,0,none,20
4646,district_hospital,O2_0016,rural,64,0,0,0,0,none,0,0,13.6,0,2,2,8,0,0,0,0,1,0,0,not_applicable,2023,1,11,trauma,6,5,0,1,0,53.0,33.0,0,none,18
4647,district_hospital,O2_0050,urban,117,0,0,0,0,oxygen_concentrator,3,0,0.8,0,2,6,3,0,1,0,0,0,0,30,concentrator_malfunction,2021,11,12,heart_failure,0,12,0,5,4,290.0,62.0,1,grid_unreliable,32
4648,district_hospital,O2_0166,peri_urban,5,0,0,0,0,oxygen_concentrator,3,2,6.3,0,2,6,2,0,0,0,0,1,0,0,not_applicable,2024,10,10,COVID19_severe,6,4,0,1,0,252.0,9.0,1,solar,2
4649,district_hospital,O2_0077,peri_urban,76,0,0,0,0,none,0,0,0.1,0,0,3,10,0,0,0,0,1,1,4,PSA_plant_breakdown,2024,4,10,pneumonia_child,4,6,1,2,0,184.0,22.0,1,grid_unreliable,4
4650,district_hospital,O2_0066,peri_urban,69,0,0,0,0,oxygen_concentrator,3,1,0.9,0,0,5,27,0,1,0,0,0,0,1,power_outage,2023,2,10,pneumonia_adult,0,10,0,1,3,171.0,88.0,0,solar,1
4651,district_hospital,O2_0135,rural,141,0,0,0,0,oxygen_concentrator,4,2,8.0,0,1,5,10,0,0,0,0,0,0,7,cylinder_delivery_delay,2022,10,11,neonatal_respiratory,0,11,0,7,3,115.0,22.0,0,grid_unreliable,12
4652,district_hospital,O2_0015,rural,5,0,1,0,0,cylinder_portable,0,0,2.0,0,2,0,2,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,10,8,asthma_severe,0,8,0,2,1,196.0,69.0,1,none,0
4653,district_hospital,O2_0113,peri_urban,16,0,0,0,1,oxygen_concentrator,4,1,7.6,1,10,8,33,0,0,0,0,1,1,0,not_applicable,2023,4,11,severe_malaria,3,8,1,0,0,164.0,17.0,0,none,26
4654,district_hospital,O2_0007,rural,68,0,0,0,0,oxygen_concentrator,1,0,11.8,0,1,2,15,0,0,0,0,0,0,12,cylinder_delivery_delay,2021,9,10,severe_malaria,0,10,0,6,5,256.0,1.0,0,none,35
4655,district_hospital,O2_0138,peri_urban,5,0,0,0,0,oxygen_concentrator,3,0,3.8,0,3,1,5,0,1,1,1,1,1,0,not_applicable,2022,2,20,pneumonia_adult,6,14,1,5,0,194.0,70.0,0,grid_reliable,3
4656,district_hospital,O2_0070,rural,5,0,0,0,0,oxygen_concentrator,1,0,2.6,0,6,4,23,0,0,0,0,1,0,0,not_applicable,2023,3,8,asthma_severe,2,6,0,1,0,133.0,3.0,0,none,1
4657,district_hospital,O2_0001,peri_urban,31,0,0,0,0,oxygen_concentrator,0,0,2.9,0,6,6,9,0,0,0,0,1,1,0,not_applicable,2024,9,13,heart_failure,4,9,1,2,0,143.0,19.0,0,grid_reliable,8
4658,district_hospital,O2_0103,peri_urban,50,0,0,0,0,none,0,0,1.1,0,4,1,4,0,0,0,0,1,1,2,concentrator_malfunction,2021,4,14,trauma,8,6,1,2,0,156.0,15.0,1,none,13
4659,district_hospital,O2_0061,peri_urban,75,0,0,0,0,cylinder_piped,2,0,18.3,0,3,7,40,0,0,0,0,0,0,1,PSA_plant_breakdown,2022,10,9,trauma,0,9,0,3,0,293.0,19.0,1,grid_unreliable,21
4660,district_hospital,O2_0006,rural,42,0,0,0,0,oxygen_concentrator,1,0,2.3,0,3,4,3,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,9,9,other_hypoxemia,0,9,0,4,3,263.0,39.0,0,grid_unreliable,23
4661,district_hospital,O2_0106,peri_urban,83,0,0,0,0,cylinder_portable,0,0,2.6,0,1,3,41,0,1,0,0,1,0,0,not_applicable,2024,10,17,other_hypoxemia,5,12,1,8,0,201.0,5.0,0,grid_unreliable,21
4662,district_hospital,O2_0093,rural,38,0,0,0,0,cylinder_portable,0,0,0.6,0,1,6,26,0,0,0,0,0,0,3,concentrator_malfunction,2022,6,14,severe_malaria,0,14,0,6,4,344.0,1.0,1,grid_unreliable,3
4663,district_hospital,O2_0185,rural,75,0,0,0,0,cylinder_portable,0,0,5.1,1,4,6,5,0,1,0,0,1,1,0,not_applicable,2023,6,9,COVID19_severe,3,6,0,2,0,126.0,15.0,0,grid_unreliable,24
4664,district_hospital,O2_0172,rural,66,0,0,0,0,none,2,1,4.1,0,1,6,16,0,0,0,0,1,1,2,funding_for_refill,2024,5,17,trauma,5,12,0,6,0,264.0,11.0,1,generator_only,3
4665,district_hospital,O2_0094,rural,63,0,0,0,0,oxygen_concentrator,3,1,0.3,0,5,4,11,0,0,0,0,0,0,2,power_outage,2023,2,15,heart_failure,0,15,0,8,1,17.0,25.0,1,none,0
4666,district_hospital,O2_0095,rural,44,0,0,0,0,none,0,0,4.6,0,3,6,8,0,0,0,0,0,0,7,power_outage,2023,7,14,severe_malaria,0,14,0,5,6,99.0,48.0,1,grid_unreliable,2
4667,district_hospital,O2_0102,rural,51,0,0,0,0,oxygen_concentrator,1,0,1.4,0,2,3,1,0,0,0,0,0,0,20,PSA_plant_breakdown,2021,8,19,pneumonia_child,0,19,0,7,9,329.0,39.0,0,grid_reliable,2
4668,district_hospital,O2_0023,rural,80,0,0,0,0,PSA_plant_onsite,0,0,0.6,1,3,5,7,1,0,0,0,1,1,0,not_applicable,2024,2,10,neonatal_respiratory,5,5,0,2,0,134.0,8.0,1,solar,21
4669,district_hospital,O2_0104,urban,5,0,0,0,0,oxygen_concentrator,2,0,4.0,0,3,2,29,0,1,0,0,0,0,1,supplier_stockout,2024,3,9,pneumonia_adult,0,9,0,6,2,131.0,197.0,1,grid_unreliable,10
4670,district_hospital,O2_0108,rural,166,0,0,0,0,cylinder_portable,0,0,28.2,0,3,3,70,0,0,0,0,1,0,0,not_applicable,2024,7,5,pneumonia_adult,2,3,1,1,0,179.0,15.0,0,grid_unreliable,0
4671,district_hospital,O2_0144,urban,38,0,0,0,0,oxygen_concentrator,2,1,1.2,0,5,3,91,0,1,0,0,1,0,1,cylinder_delivery_delay,2024,8,15,heart_failure,10,5,0,3,0,281.0,38.0,0,generator_only,1
4672,district_hospital,O2_0159,rural,92,0,1,0,0,cylinder_piped,0,0,7.8,0,2,4,6,0,0,0,0,1,0,1,cylinder_delivery_delay,2024,2,10,trauma,2,8,1,3,0,104.0,3.0,1,grid_unreliable,14
4673,district_hospital,O2_0078,peri_urban,53,0,0,0,0,oxygen_concentrator,3,1,11.2,0,1,5,39,0,1,1,0,0,0,4,power_outage,2022,1,13,heart_failure,0,13,0,7,3,152.0,14.0,0,solar,6
4674,district_hospital,O2_0186,peri_urban,50,0,0,1,0,cylinder_portable,0,0,0.6,0,3,4,20,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,4,12,trauma,0,12,0,3,4,299.0,1.0,0,grid_unreliable,39
4675,district_hospital,O2_0172,rural,68,0,0,0,0,cylinder_portable,0,0,4.3,0,4,3,12,0,0,0,0,0,0,4,supplier_stockout,2023,3,13,trauma,0,13,0,8,3,158.0,0.0,0,none,49
4676,district_hospital,O2_0023,urban,44,0,0,0,0,oxygen_concentrator,3,1,8.4,0,1,3,55,0,0,0,0,1,1,0,not_applicable,2021,8,13,surgical_anaesthesia,3,10,1,8,0,298.0,16.0,0,grid_unreliable,1
4677,district_hospital,O2_0124,peri_urban,15,0,1,0,0,cylinder_portable,0,0,0.9,0,5,6,20,0,0,0,0,0,0,8,cylinder_delivery_delay,2024,9,12,surgical_anaesthesia,0,12,0,7,0,147.0,128.0,1,generator_only,3
4678,district_hospital,O2_0101,peri_urban,107,0,0,0,0,oxygen_concentrator,2,0,4.0,0,2,4,65,0,0,0,0,0,0,3,empty_cylinders_not_collected,2024,12,12,COPD_exacerbation,0,12,0,6,1,238.0,41.0,0,none,12
4679,district_hospital,O2_0045,rural,107,0,0,0,0,cylinder_piped,0,0,15.0,0,3,2,14,0,0,0,0,1,0,2,supplier_stockout,2024,6,15,pneumonia_child,10,5,0,3,0,143.0,37.0,0,grid_unreliable,4
4680,district_hospital,O2_0144,rural,31,0,0,0,1,oxygen_concentrator,5,1,4.6,1,2,7,2,0,1,0,0,0,0,21,no_oxygen_source,2024,2,19,COPD_exacerbation,0,19,0,6,4,81.0,41.0,0,grid_unreliable,6
4681,district_hospital,O2_0151,peri_urban,123,0,0,0,0,none,0,0,10.7,0,1,3,31,0,0,0,0,0,0,6,concentrator_malfunction,2023,9,11,other_hypoxemia,0,11,0,5,5,233.0,56.0,0,generator_only,11
4682,district_hospital,O2_0066,rural,59,0,0,0,0,oxygen_concentrator,2,1,15.9,0,1,3,93,0,0,0,0,0,0,11,no_oxygen_source,2022,1,10,neonatal_respiratory,0,10,0,3,2,235.0,19.0,1,solar,31
4683,district_hospital,O2_0072,rural,85,0,0,0,0,none,0,0,6.5,0,4,5,48,0,1,0,0,1,1,0,not_applicable,2021,4,16,COPD_exacerbation,12,4,0,4,0,278.0,15.0,1,none,64
4684,district_hospital,O2_0119,urban,78,0,0,1,0,cylinder_portable,0,0,0.4,0,4,5,7,0,0,0,0,0,0,5,demand_surge,2024,3,17,severe_malaria,0,17,0,7,9,232.0,21.0,0,generator_only,42
4685,district_hospital,O2_0087,rural,71,0,0,0,0,oxygen_concentrator,0,0,2.5,0,4,1,11,0,1,0,0,0,0,16,demand_surge,2023,12,9,pneumonia_adult,0,9,0,5,1,157.0,97.0,0,solar,11
4686,district_hospital,O2_0189,rural,40,0,0,0,0,oxygen_concentrator,2,1,4.4,0,3,4,20,0,1,0,0,0,0,1,power_outage,2023,10,14,sepsis,0,14,0,5,8,230.0,8.0,1,grid_reliable,14
4687,district_hospital,O2_0089,peri_urban,112,0,0,0,0,oxygen_concentrator,2,0,1.9,1,0,2,51,0,0,0,0,1,1,0,not_applicable,2023,10,16,heart_failure,7,9,0,3,0,192.0,85.0,0,solar,6
4688,district_hospital,O2_0039,peri_urban,57,0,0,0,0,oxygen_concentrator,0,0,3.7,0,3,6,2,0,0,0,0,1,1,9,cylinder_delivery_delay,2022,11,17,pneumonia_child,7,10,0,3,0,346.0,1.0,0,none,34
4689,district_hospital,O2_0182,rural,118,0,0,0,0,none,0,0,14.0,0,0,5,9,0,1,0,0,0,0,5,regulator_valve_failure,2022,8,14,asthma_severe,0,14,0,7,5,271.0,175.0,0,grid_unreliable,19
4690,district_hospital,O2_0122,rural,69,0,0,0,0,oxygen_concentrator,2,0,0.6,0,6,1,3,0,0,0,0,1,1,0,not_applicable,2024,10,8,sepsis,3,5,0,2,0,101.0,17.0,0,solar,2
4691,district_hospital,O2_0036,rural,42,0,0,0,0,oxygen_concentrator,2,0,5.0,1,2,2,10,0,1,0,0,1,0,0,not_applicable,2023,8,15,heart_failure,9,6,1,1,0,144.0,46.0,0,grid_reliable,11
4692,district_hospital,O2_0080,peri_urban,74,0,0,0,0,none,0,0,4.7,0,3,4,0,0,0,0,0,1,1,0,not_applicable,2022,7,18,pneumonia_child,10,8,0,2,0,81.0,56.0,0,grid_unreliable,8
4693,district_hospital,O2_0051,urban,117,0,0,0,1,LOX_bulk_tank,0,0,2.3,1,10,5,27,0,0,0,0,1,1,0,not_applicable,2024,6,13,sepsis,5,8,1,5,0,245.0,134.0,0,grid_unreliable,11
4694,district_hospital,O2_0037,rural,93,0,0,0,0,none,0,0,9.0,0,1,4,23,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,5,9,pneumonia_child,0,9,0,5,3,197.0,104.0,1,solar,1
4695,district_hospital,O2_0005,rural,110,0,0,0,0,cylinder_portable,0,0,2.3,0,2,2,22,0,0,0,0,1,1,0,not_applicable,2023,11,9,pneumonia_child,2,7,0,5,0,195.0,7.0,0,generator_only,2
4696,district_hospital,O2_0041,peri_urban,64,0,1,0,0,cylinder_portable,2,0,1.2,0,4,4,0,0,1,0,0,0,0,9,power_outage,2024,5,8,heart_failure,0,8,0,4,1,259.0,15.0,1,none,20
4697,district_hospital,O2_0028,peri_urban,87,0,0,0,0,oxygen_concentrator,2,0,17.8,0,6,3,14,0,1,1,0,1,0,0,not_applicable,2024,1,12,COVID19_severe,8,4,0,2,0,185.0,60.0,0,grid_unreliable,22
4698,district_hospital,O2_0096,urban,96,0,0,0,0,cylinder_piped,0,0,0.6,0,5,6,10,0,0,0,0,1,1,0,not_applicable,2021,7,12,COPD_exacerbation,6,6,0,0,0,291.0,18.0,0,none,4
4699,district_hospital,O2_0114,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,14.4,0,1,5,4,0,0,0,0,0,0,3,concentrator_malfunction,2023,12,14,heart_failure,0,14,0,8,0,210.0,12.0,0,solar,11
4700,district_hospital,O2_0157,urban,85,0,0,0,0,oxygen_concentrator,2,0,1.1,0,2,3,10,0,0,0,0,0,0,11,power_outage,2024,9,12,trauma,0,12,0,3,5,170.0,47.0,1,grid_unreliable,13
4701,district_hospital,O2_0187,peri_urban,139,0,0,0,0,cylinder_portable,3,1,0.1,0,1,5,31,0,0,0,0,0,0,23,demand_surge,2023,3,10,surgical_anaesthesia,0,10,0,4,4,201.0,47.0,0,generator_only,10
4702,district_hospital,O2_0170,peri_urban,5,0,0,0,0,cylinder_portable,0,0,9.8,0,4,2,31,0,1,1,0,0,0,1,power_outage,2024,8,15,pneumonia_child,0,15,0,7,4,163.0,25.0,0,grid_unreliable,16
4703,district_hospital,O2_0117,rural,53,0,0,0,0,oxygen_concentrator,1,0,1.0,0,4,1,15,0,0,0,0,0,0,1,no_oxygen_source,2023,11,16,sepsis,0,16,0,6,2,188.0,37.0,0,solar,34
4704,district_hospital,O2_0144,peri_urban,25,0,0,0,0,oxygen_concentrator,1,0,0.9,0,3,2,5,0,1,0,0,0,0,1,power_outage,2023,2,11,COVID19_severe,0,11,0,5,2,291.0,145.0,0,generator_only,6
4705,district_hospital,O2_0050,peri_urban,93,0,0,0,1,oxygen_concentrator,0,0,1.0,1,4,1,14,0,0,0,0,1,1,0,not_applicable,2022,3,16,pneumonia_child,1,15,1,3,0,156.0,79.0,1,none,17
4706,district_hospital,O2_0082,urban,107,0,0,0,0,oxygen_concentrator,3,0,2.7,0,3,5,3,0,0,0,0,0,0,21,cylinder_delivery_delay,2021,3,14,other_hypoxemia,0,14,0,5,8,188.0,48.0,0,grid_unreliable,53
4707,district_hospital,O2_0040,rural,67,0,0,0,1,none,0,0,0.4,1,4,4,92,0,0,0,0,1,1,0,not_applicable,2022,10,10,COVID19_severe,6,4,1,2,0,194.0,17.0,1,solar,27
4708,district_hospital,O2_0118,rural,5,0,0,1,0,cylinder_piped,0,0,1.2,0,4,5,15,0,1,0,0,0,0,15,PSA_plant_breakdown,2024,3,9,COVID19_severe,0,9,0,6,0,239.0,111.0,0,solar,20
4709,district_hospital,O2_0199,peri_urban,5,0,0,0,0,cylinder_portable,0,0,1.1,0,3,2,18,0,1,0,0,1,0,0,not_applicable,2024,4,11,COPD_exacerbation,2,9,0,3,0,41.0,28.0,0,generator_only,1
4710,district_hospital,O2_0111,peri_urban,13,0,1,0,0,cylinder_portable,0,0,3.4,0,1,4,6,0,0,0,0,1,0,0,not_applicable,2023,1,10,pneumonia_adult,5,5,0,4,0,195.0,30.0,1,grid_reliable,36
4711,district_hospital,O2_0016,rural,83,0,0,0,0,cylinder_portable,0,0,1.5,1,7,4,2,0,0,0,0,1,1,1,power_outage,2021,1,16,COPD_exacerbation,11,5,0,2,0,143.0,34.0,1,solar,8
4712,district_hospital,O2_0125,rural,17,0,0,0,0,oxygen_concentrator,2,1,1.1,1,2,8,14,0,0,0,0,0,0,8,power_outage,2021,1,7,other_hypoxemia,0,7,0,4,3,247.0,131.0,0,grid_reliable,2
4713,district_hospital,O2_0021,peri_urban,39,0,0,0,0,cylinder_piped,0,0,0.7,0,5,4,7,0,0,0,0,1,1,0,not_applicable,2021,2,16,pneumonia_adult,8,8,1,4,0,178.0,49.0,0,grid_unreliable,22
4714,district_hospital,O2_0041,peri_urban,5,0,0,0,0,cylinder_portable,0,0,3.7,0,2,5,4,0,0,0,0,1,1,15,power_outage,2021,5,8,heart_failure,2,6,1,4,0,174.0,43.0,0,grid_unreliable,14
4715,district_hospital,O2_0189,urban,65,0,0,0,0,oxygen_concentrator,5,2,1.5,0,5,5,7,0,0,0,0,1,0,1,demand_surge,2023,8,11,pneumonia_adult,5,6,0,2,0,328.0,37.0,1,grid_unreliable,0
4716,district_hospital,O2_0174,rural,68,0,0,0,0,cylinder_piped,0,0,5.9,0,1,8,32,0,0,0,0,1,0,0,not_applicable,2024,6,11,pneumonia_child,6,5,1,2,0,235.0,57.0,1,grid_unreliable,4
4717,district_hospital,O2_0076,peri_urban,86,0,0,1,0,cylinder_portable,0,0,1.0,1,3,5,12,0,0,0,0,1,0,0,not_applicable,2024,5,16,sepsis,5,11,1,5,0,98.0,11.0,1,solar,0
4718,district_hospital,O2_0171,rural,112,0,0,0,0,oxygen_concentrator,1,0,5.3,0,1,5,22,0,1,0,0,0,0,11,funding_for_refill,2021,1,18,COVID19_severe,0,18,0,9,14,172.0,173.0,1,grid_reliable,0
4719,district_hospital,O2_0115,urban,70,0,0,0,1,cylinder_portable,3,0,0.8,1,1,3,0,0,0,0,0,0,0,7,concentrator_malfunction,2021,9,14,pneumonia_adult,0,14,0,12,3,109.0,20.0,0,grid_unreliable,0
4720,district_hospital,O2_0132,rural,55,0,0,0,0,cylinder_portable,3,2,5.4,0,4,3,14,0,0,0,0,1,1,0,not_applicable,2021,5,16,COPD_exacerbation,7,9,1,3,0,174.0,25.0,0,none,7
4721,district_hospital,O2_0149,rural,5,0,1,0,0,cylinder_portable,0,0,4.4,0,3,2,0,0,1,0,0,0,0,8,piping_system_leak,2023,11,11,pneumonia_child,0,11,0,7,1,136.0,1.0,1,solar,8
4722,district_hospital,O2_0050,peri_urban,40,0,0,0,0,cylinder_piped,2,0,0.1,0,2,5,5,0,0,0,0,1,1,0,not_applicable,2023,10,13,heart_failure,8,5,1,3,0,289.0,10.0,0,solar,18
4723,district_hospital,O2_0054,peri_urban,60,0,0,0,0,oxygen_concentrator,3,1,1.4,0,3,3,33,0,0,0,0,0,0,26,concentrator_malfunction,2023,7,9,pneumonia_child,0,9,0,2,3,304.0,124.0,0,generator_only,0
4724,district_hospital,O2_0115,urban,5,0,0,0,0,oxygen_concentrator,1,0,1.5,0,2,1,63,0,1,1,0,1,1,0,not_applicable,2023,11,13,COVID19_severe,7,6,0,4,0,260.0,138.0,0,generator_only,5
4725,district_hospital,O2_0175,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,6.0,0,1,2,10,0,0,0,0,0,0,1,demand_surge,2023,4,11,COVID19_severe,0,11,0,8,2,169.0,108.0,1,grid_unreliable,29
4726,district_hospital,O2_0065,rural,58,0,0,0,0,oxygen_concentrator,3,2,13.0,0,3,6,4,0,1,0,0,1,1,1,cylinder_delivery_delay,2023,2,10,COPD_exacerbation,3,7,1,3,0,284.0,88.0,1,grid_unreliable,14
4727,district_hospital,O2_0104,urban,44,0,0,0,0,none,0,0,5.2,0,5,5,24,0,0,0,0,0,0,14,cylinder_delivery_delay,2024,7,16,severe_malaria,0,16,0,9,2,227.0,70.0,0,none,25
4728,district_hospital,O2_0171,rural,5,0,1,0,0,cylinder_portable,2,1,5.7,0,1,7,8,0,0,0,0,1,1,0,not_applicable,2024,9,18,severe_malaria,8,10,0,6,0,200.0,150.0,0,grid_unreliable,5
4729,district_hospital,O2_0016,peri_urban,5,0,0,0,0,LOX_bulk_tank,0,0,1.9,0,2,3,8,0,0,0,0,1,1,0,not_applicable,2022,5,8,sepsis,4,4,0,1,0,168.0,2.0,1,none,23
4730,district_hospital,O2_0093,peri_urban,36,0,0,0,0,oxygen_concentrator,0,0,4.0,0,4,8,31,0,0,0,0,0,0,1,funding_for_refill,2024,4,12,neonatal_respiratory,0,12,0,7,5,70.0,88.0,0,grid_unreliable,13
4731,district_hospital,O2_0112,peri_urban,125,0,1,0,0,none,0,0,7.3,0,4,3,38,0,1,0,0,1,1,0,not_applicable,2023,12,9,neonatal_respiratory,4,5,0,0,0,228.0,8.0,1,none,2
4732,district_hospital,O2_0045,peri_urban,105,0,0,0,0,none,3,1,10.8,0,3,5,66,0,0,0,0,1,0,0,not_applicable,2023,3,8,COPD_exacerbation,6,2,1,1,0,132.0,10.0,0,grid_unreliable,5
4733,district_hospital,O2_0096,rural,60,0,0,0,0,cylinder_portable,0,0,3.3,0,4,3,53,0,0,0,0,1,0,12,PSA_plant_breakdown,2022,4,11,COVID19_severe,2,9,0,8,0,161.0,42.0,0,solar,32
4734,district_hospital,O2_0179,peri_urban,15,0,0,0,0,oxygen_concentrator,4,3,6.4,0,3,4,32,0,0,0,0,1,0,0,not_applicable,2023,8,13,pneumonia_adult,5,8,0,2,0,279.0,26.0,0,grid_unreliable,8
4735,district_hospital,O2_0083,rural,15,0,0,0,0,cylinder_portable,0,0,3.2,0,5,6,18,0,1,0,0,0,0,2,no_oxygen_source,2022,6,11,pneumonia_child,0,11,0,6,0,110.0,36.0,0,none,31
4736,district_hospital,O2_0092,peri_urban,5,0,0,0,0,cylinder_piped,0,0,4.6,0,2,5,23,0,1,1,1,0,0,3,supplier_stockout,2023,1,8,trauma,0,8,0,4,1,146.0,40.0,0,grid_unreliable,5
4737,district_hospital,O2_0101,peri_urban,28,0,0,0,0,cylinder_piped,0,0,6.9,0,6,12,16,0,0,0,0,0,0,17,piping_system_leak,2022,3,11,COPD_exacerbation,0,11,0,5,0,156.0,46.0,0,generator_only,21
4738,district_hospital,O2_0174,rural,34,0,0,0,0,none,0,0,10.3,0,4,3,28,0,1,0,0,1,1,0,not_applicable,2024,9,14,COPD_exacerbation,7,7,0,3,0,228.0,29.0,0,grid_unreliable,43
4739,district_hospital,O2_0193,rural,42,0,0,0,0,oxygen_concentrator,2,1,2.5,0,4,9,51,0,1,0,0,0,0,23,demand_surge,2024,7,10,neonatal_respiratory,0,10,0,6,1,145.0,49.0,0,grid_reliable,6
4740,district_hospital,O2_0028,urban,67,0,0,0,0,oxygen_concentrator,2,0,3.6,0,3,4,19,0,0,0,0,1,1,0,not_applicable,2023,11,11,pneumonia_adult,4,7,1,4,0,179.0,16.0,0,grid_unreliable,24
4741,district_hospital,O2_0042,rural,70,0,0,0,0,none,0,0,8.2,1,2,4,14,0,0,0,0,0,0,1,demand_surge,2024,2,19,COVID19_severe,0,19,0,8,9,171.0,16.0,1,grid_unreliable,21
4742,district_hospital,O2_0080,urban,80,0,0,1,0,cylinder_portable,1,0,21.5,1,1,2,9,0,0,0,0,1,0,0,not_applicable,2021,4,11,severe_malaria,5,6,0,6,0,235.0,7.0,0,grid_reliable,6
4743,district_hospital,O2_0164,urban,33,0,0,0,0,oxygen_concentrator,2,0,7.2,0,0,1,48,0,0,0,0,0,0,13,funding_for_refill,2024,2,14,COVID19_severe,0,14,0,8,9,278.0,9.0,1,grid_unreliable,4
4744,district_hospital,O2_0019,rural,15,0,0,0,0,oxygen_concentrator,2,0,3.9,0,1,2,2,0,0,0,0,0,0,14,concentrator_malfunction,2023,11,16,neonatal_respiratory,0,16,0,9,6,191.0,17.0,1,none,0
4745,district_hospital,O2_0049,peri_urban,48,0,0,1,0,oxygen_concentrator,1,0,9.7,0,6,6,6,0,0,0,0,1,0,0,not_applicable,2022,8,9,neonatal_respiratory,4,5,0,2,0,152.0,14.0,0,generator_only,1
4746,district_hospital,O2_0178,urban,24,0,0,0,0,none,0,0,15.8,0,4,5,19,0,0,0,0,0,0,7,demand_surge,2022,5,11,pneumonia_child,0,11,0,4,3,19.0,61.0,0,solar,0
4747,district_hospital,O2_0190,peri_urban,111,0,0,0,0,cylinder_portable,2,0,10.2,0,1,3,38,0,0,0,0,1,0,0,not_applicable,2024,1,17,surgical_anaesthesia,11,6,0,4,0,203.0,37.0,1,none,30
4748,district_hospital,O2_0158,rural,90,0,0,0,0,oxygen_concentrator,3,1,6.9,0,3,8,8,0,0,0,0,0,0,17,power_outage,2024,11,11,COPD_exacerbation,0,11,0,5,5,303.0,103.0,1,solar,7
4749,district_hospital,O2_0038,urban,25,0,0,0,0,cylinder_portable,0,0,0.8,0,4,4,8,0,0,0,0,1,1,0,not_applicable,2023,8,12,pneumonia_adult,3,9,1,4,0,245.0,166.0,1,grid_unreliable,0
4750,district_hospital,O2_0129,rural,73,1,0,0,0,none,0,0,2.0,0,3,5,3,0,0,0,0,0,0,6,no_oxygen_source,2023,3,15,COVID19_severe,0,15,0,7,4,168.0,13.0,1,grid_reliable,24
4751,district_hospital,O2_0053,rural,51,0,0,0,0,cylinder_portable,0,0,1.9,0,1,4,10,0,0,0,0,1,1,0,not_applicable,2024,1,9,COVID19_severe,4,5,1,3,0,175.0,17.0,1,grid_unreliable,9
4752,district_hospital,O2_0185,peri_urban,124,0,0,0,1,oxygen_concentrator,2,0,0.7,1,4,3,56,0,0,0,0,0,0,1,power_outage,2024,11,13,surgical_anaesthesia,0,13,0,4,1,322.0,111.0,0,solar,10
4753,district_hospital,O2_0121,peri_urban,64,0,0,0,0,cylinder_piped,0,0,6.1,0,5,6,13,0,1,0,0,1,1,0,not_applicable,2021,9,8,pneumonia_adult,3,5,1,3,0,350.0,10.0,0,grid_unreliable,15
4754,district_hospital,O2_0176,rural,50,0,1,0,0,cylinder_portable,0,0,6.4,0,6,5,16,0,0,0,0,0,0,6,demand_surge,2021,11,6,pneumonia_child,0,6,0,3,3,101.0,9.0,0,grid_unreliable,36
4755,district_hospital,O2_0068,peri_urban,23,0,0,0,0,oxygen_concentrator,1,0,0.4,0,1,4,15,0,0,0,0,0,0,1,concentrator_malfunction,2024,11,11,pneumonia_child,0,11,0,4,2,282.0,44.0,0,none,14
4756,district_hospital,O2_0080,peri_urban,5,0,0,0,0,none,0,0,4.6,0,3,5,19,0,1,1,1,0,0,30,cylinder_delivery_delay,2022,10,15,surgical_anaesthesia,0,15,0,4,6,171.0,24.0,1,none,0
4757,district_hospital,O2_0193,peri_urban,14,0,0,1,0,none,0,0,3.1,0,3,4,3,0,0,0,0,0,0,5,concentrator_malfunction,2022,10,9,COPD_exacerbation,0,9,0,2,0,0.0,7.0,0,grid_unreliable,3
4758,district_hospital,O2_0137,peri_urban,92,0,0,0,0,none,0,0,2.6,0,5,5,8,0,0,0,0,1,1,0,not_applicable,2022,3,9,neonatal_respiratory,6,3,1,3,0,227.0,84.0,0,grid_unreliable,3
4759,district_hospital,O2_0162,rural,113,0,0,0,0,none,0,0,4.2,0,3,4,18,0,0,0,0,1,0,4,supplier_stockout,2024,5,10,pneumonia_adult,6,4,1,1,0,345.0,16.0,1,generator_only,2
4760,district_hospital,O2_0165,peri_urban,5,0,0,0,0,cylinder_portable,2,1,2.8,0,1,6,65,0,1,1,0,1,1,2,power_outage,2024,3,15,pneumonia_child,2,13,0,3,0,208.0,125.0,1,grid_unreliable,25
4761,district_hospital,O2_0153,peri_urban,156,0,0,0,0,none,0,0,5.6,0,1,3,48,0,0,0,0,1,1,0,not_applicable,2022,3,9,neonatal_respiratory,3,6,0,5,0,175.0,5.0,0,grid_unreliable,3
4762,district_hospital,O2_0016,peri_urban,34,0,0,0,0,oxygen_concentrator,3,1,7.1,0,3,3,14,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,4,12,heart_failure,0,12,0,4,2,84.0,13.0,0,solar,4
4763,district_hospital,O2_0055,rural,32,0,0,0,0,cylinder_portable,0,0,3.5,0,4,6,1,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,5,16,other_hypoxemia,0,16,0,7,4,105.0,8.0,1,grid_unreliable,8
4764,district_hospital,O2_0091,urban,112,0,0,0,0,LOX_bulk_tank,2,1,0.6,0,2,2,47,0,1,0,0,1,0,0,not_applicable,2024,8,10,pneumonia_child,7,3,0,1,0,250.0,77.0,0,generator_only,0
4765,district_hospital,O2_0169,rural,32,0,0,0,0,cylinder_portable,3,2,3.2,0,5,5,8,0,0,0,0,0,0,1,no_oxygen_source,2022,7,15,asthma_severe,0,15,0,8,4,182.0,105.0,0,none,13
4766,district_hospital,O2_0037,rural,118,0,0,0,0,cylinder_portable,0,0,3.0,0,1,2,4,0,0,0,0,1,1,0,not_applicable,2021,12,20,severe_malaria,11,9,1,3,0,159.0,23.0,0,generator_only,10
4767,district_hospital,O2_0075,urban,81,0,0,0,0,cylinder_piped,0,0,6.6,0,1,2,28,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,4,6,surgical_anaesthesia,0,6,0,3,2,185.0,14.0,0,none,9
4768,district_hospital,O2_0020,rural,28,0,0,0,0,cylinder_portable,0,0,0.8,1,2,8,1,0,0,0,0,0,0,14,PSA_plant_breakdown,2024,1,6,surgical_anaesthesia,0,6,0,1,0,150.0,61.0,1,grid_unreliable,4
4769,district_hospital,O2_0032,rural,59,0,0,0,0,cylinder_portable,0,0,2.6,0,3,2,1,0,1,0,0,1,1,0,not_applicable,2021,5,12,heart_failure,7,5,1,0,0,256.0,76.0,0,grid_unreliable,3
4770,district_hospital,O2_0097,rural,5,0,0,0,0,oxygen_concentrator,2,0,1.6,0,3,4,6,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,2,6,trauma,0,6,0,2,1,311.0,3.0,0,grid_unreliable,27
4771,district_hospital,O2_0164,rural,82,0,0,0,0,oxygen_concentrator,0,0,0.6,0,5,0,16,0,0,0,0,1,1,0,not_applicable,2021,10,14,heart_failure,6,8,0,2,0,196.0,124.0,1,none,11
4772,district_hospital,O2_0021,rural,56,0,0,0,0,oxygen_concentrator,1,0,5.9,1,1,6,23,0,1,1,0,1,1,0,not_applicable,2023,5,18,asthma_severe,5,13,1,4,0,38.0,3.0,0,solar,16
4773,district_hospital,O2_0155,urban,71,0,0,0,0,oxygen_concentrator,2,0,1.4,0,3,5,18,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,6,14,pneumonia_child,7,7,0,3,0,121.0,34.0,0,grid_unreliable,4
4774,district_hospital,O2_0193,rural,80,0,0,0,0,cylinder_portable,5,2,1.2,0,5,1,13,0,1,1,1,1,0,0,not_applicable,2023,3,17,COVID19_severe,2,15,1,1,0,202.0,27.0,0,grid_unreliable,3
4775,district_hospital,O2_0079,rural,59,0,0,0,0,cylinder_piped,0,0,0.6,0,2,3,28,0,1,0,0,0,0,9,concentrator_malfunction,2022,6,12,pneumonia_child,0,12,0,7,2,177.0,59.0,0,grid_unreliable,12
4776,district_hospital,O2_0137,peri_urban,18,0,0,0,0,oxygen_concentrator,5,1,2.8,0,4,2,44,0,0,0,0,0,0,17,PSA_plant_breakdown,2021,6,12,COVID19_severe,0,12,0,7,3,217.0,19.0,0,grid_unreliable,11
4777,district_hospital,O2_0096,rural,126,0,0,0,0,cylinder_piped,0,0,0.7,0,1,5,1,0,0,0,0,0,0,2,regulator_valve_failure,2022,2,6,COVID19_severe,0,6,0,1,2,86.0,91.0,0,grid_unreliable,40
4778,district_hospital,O2_0085,rural,75,0,0,0,0,none,0,0,0.4,0,0,4,13,0,0,0,0,0,0,18,piping_system_leak,2022,10,7,pneumonia_adult,0,7,0,4,2,108.0,102.0,0,grid_reliable,0
4779,district_hospital,O2_0104,urban,32,0,0,0,0,oxygen_concentrator,3,0,4.9,0,6,5,52,0,0,0,0,0,0,3,funding_for_refill,2023,10,7,surgical_anaesthesia,0,7,0,6,2,93.0,13.0,1,generator_only,4
4780,district_hospital,O2_0141,peri_urban,108,0,0,0,0,oxygen_concentrator,4,2,1.3,0,10,3,0,0,0,0,0,1,0,0,not_applicable,2023,4,10,neonatal_respiratory,4,6,0,4,0,175.0,38.0,1,grid_unreliable,8
4781,district_hospital,O2_0033,peri_urban,5,0,0,0,0,cylinder_portable,0,0,5.3,0,7,4,3,0,0,0,0,1,1,0,not_applicable,2023,5,10,pneumonia_child,6,4,1,1,0,239.0,13.0,0,grid_unreliable,28
4782,district_hospital,O2_0031,rural,48,0,0,0,0,none,2,0,2.7,1,2,4,3,0,0,0,0,1,0,0,not_applicable,2022,11,7,neonatal_respiratory,1,6,0,6,0,258.0,109.0,0,grid_reliable,6
4783,district_hospital,O2_0129,rural,62,0,0,0,0,none,0,0,3.6,0,2,4,9,0,0,0,0,1,1,0,not_applicable,2023,6,14,COVID19_severe,7,7,1,5,0,185.0,45.0,0,grid_unreliable,22
4784,district_hospital,O2_0008,urban,5,0,0,0,0,cylinder_portable,0,0,0.5,1,4,3,10,0,0,0,0,1,1,0,not_applicable,2024,7,13,sepsis,5,8,0,6,0,158.0,37.0,0,solar,1
4785,district_hospital,O2_0009,peri_urban,45,0,0,0,0,cylinder_portable,0,0,15.5,1,4,3,111,0,0,0,0,1,0,0,not_applicable,2024,12,16,pneumonia_child,8,8,1,4,0,252.0,8.0,0,grid_unreliable,13
4786,district_hospital,O2_0192,urban,73,0,0,0,0,oxygen_concentrator,2,1,1.7,0,3,5,4,0,0,0,0,1,1,2,cylinder_delivery_delay,2023,1,11,pneumonia_adult,5,6,1,3,0,132.0,6.0,0,none,15
4787,district_hospital,O2_0182,peri_urban,11,0,0,0,0,cylinder_piped,0,0,20.5,0,1,5,18,0,0,0,0,1,0,0,not_applicable,2024,2,10,pneumonia_adult,4,6,0,2,0,125.0,22.0,1,solar,30
4788,district_hospital,O2_0069,peri_urban,114,0,0,0,0,none,2,0,6.9,0,4,3,11,0,0,0,0,1,1,0,not_applicable,2023,3,5,severe_malaria,1,4,1,2,0,330.0,13.0,0,solar,19
4789,district_hospital,O2_0045,rural,5,0,0,1,0,cylinder_piped,0,0,3.5,0,4,5,17,0,1,0,0,0,0,5,no_oxygen_source,2022,10,13,severe_malaria,0,13,0,5,5,146.0,154.0,1,none,13
4790,district_hospital,O2_0064,rural,54,0,0,0,0,PSA_plant_onsite,0,0,5.7,0,3,2,64,1,1,1,1,1,0,0,not_applicable,2022,5,19,sepsis,12,7,1,2,0,188.0,4.0,1,grid_unreliable,4
4791,district_hospital,O2_0137,rural,24,0,0,0,1,oxygen_concentrator,0,0,0.5,1,3,7,6,0,0,0,0,1,1,0,not_applicable,2024,1,12,COPD_exacerbation,4,8,1,3,0,208.0,108.0,1,grid_reliable,1
4792,district_hospital,O2_0151,peri_urban,96,0,0,0,0,cylinder_piped,0,0,11.5,0,1,5,2,0,1,0,0,0,0,12,concentrator_malfunction,2021,9,10,pneumonia_adult,0,10,0,6,2,247.0,38.0,0,generator_only,17
4793,district_hospital,O2_0176,rural,16,0,0,0,0,cylinder_piped,1,0,6.2,1,3,2,16,0,1,1,0,0,0,1,empty_cylinders_not_collected,2022,7,9,neonatal_respiratory,0,9,0,3,2,242.0,27.0,1,grid_unreliable,29
4794,district_hospital,O2_0070,peri_urban,34,0,0,0,0,cylinder_portable,0,0,0.9,0,2,3,1,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,10,11,pneumonia_adult,0,11,0,8,3,219.0,47.0,0,generator_only,16
4795,district_hospital,O2_0075,rural,67,0,0,0,0,cylinder_portable,0,0,5.6,0,5,4,2,0,1,0,0,1,1,0,not_applicable,2022,1,12,trauma,5,7,0,3,0,303.0,51.0,0,solar,13
4796,district_hospital,O2_0028,urban,5,0,0,0,0,oxygen_concentrator,3,1,1.4,0,1,2,15,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,5,7,surgical_anaesthesia,0,7,0,3,2,163.0,24.0,0,grid_unreliable,23
4797,district_hospital,O2_0055,urban,78,0,0,0,0,oxygen_concentrator,1,0,1.3,0,3,2,28,0,0,0,0,1,1,0,not_applicable,2022,2,14,severe_malaria,8,6,0,4,0,150.0,119.0,0,none,31
4798,district_hospital,O2_0144,rural,82,0,0,0,0,none,0,0,6.9,0,3,4,9,0,0,0,0,1,1,0,not_applicable,2022,5,10,trauma,5,5,1,3,0,93.0,28.0,0,solar,7
4799,district_hospital,O2_0135,rural,56,0,0,0,0,cylinder_portable,0,0,0.9,0,5,4,40,0,1,1,0,0,0,1,cylinder_delivery_delay,2021,9,9,sepsis,0,9,0,4,1,204.0,3.0,1,grid_unreliable,2
4800,district_hospital,O2_0004,rural,44,0,0,0,0,LOX_bulk_tank,0,0,12.8,1,3,6,16,0,0,0,0,0,0,11,piping_system_leak,2021,3,10,pneumonia_adult,0,10,0,4,1,280.0,41.0,0,none,0
4801,district_hospital,O2_0173,peri_urban,102,0,0,0,0,none,0,0,2.4,0,1,2,16,0,0,0,0,0,0,30,no_oxygen_source,2022,2,14,heart_failure,0,14,0,8,6,157.0,16.0,1,none,18
4802,district_hospital,O2_0118,peri_urban,6,0,0,0,0,cylinder_portable,0,0,0.2,0,1,4,25,0,1,0,0,0,0,2,funding_for_refill,2023,8,14,COPD_exacerbation,0,14,0,8,4,258.0,29.0,0,none,1
4803,district_hospital,O2_0103,rural,66,0,0,0,0,none,0,0,4.6,0,3,7,21,0,1,0,0,0,0,5,cylinder_delivery_delay,2023,9,16,severe_malaria,0,16,0,7,4,213.0,105.0,1,grid_unreliable,5
4804,district_hospital,O2_0164,urban,5,0,0,0,1,oxygen_concentrator,2,1,0.2,1,2,2,6,0,0,0,0,1,1,0,not_applicable,2022,3,11,pneumonia_adult,4,7,0,4,0,203.0,65.0,1,solar,1
4805,district_hospital,O2_0120,rural,73,0,0,0,0,cylinder_portable,0,0,5.2,0,2,5,25,0,0,0,0,1,0,0,not_applicable,2022,11,8,pneumonia_adult,3,5,1,3,0,190.0,1.0,0,none,1
4806,district_hospital,O2_0070,peri_urban,81,0,0,0,0,oxygen_concentrator,2,0,2.5,0,1,3,27,0,0,0,0,0,0,15,cylinder_delivery_delay,2023,11,12,COVID19_severe,0,12,0,6,0,134.0,5.0,0,generator_only,5
4807,district_hospital,O2_0047,rural,75,0,0,0,0,none,0,0,0.3,0,1,7,5,0,0,0,0,1,1,0,not_applicable,2022,12,9,severe_malaria,4,5,1,3,0,263.0,31.0,0,none,4
4808,district_hospital,O2_0195,peri_urban,61,0,0,0,0,cylinder_piped,0,0,6.2,0,4,2,30,0,0,0,0,1,1,0,not_applicable,2023,1,13,severe_malaria,6,7,0,2,0,237.0,19.0,1,grid_unreliable,3
4809,district_hospital,O2_0117,peri_urban,53,0,0,0,0,oxygen_concentrator,0,0,3.1,0,4,2,30,0,0,0,0,1,1,0,not_applicable,2022,2,8,heart_failure,4,4,1,2,0,285.0,46.0,1,none,10
4810,district_hospital,O2_0132,rural,5,0,0,0,0,cylinder_portable,0,0,10.4,0,3,6,20,0,1,0,0,0,0,30,concentrator_malfunction,2022,11,15,heart_failure,0,15,0,5,1,205.0,16.0,0,generator_only,0
4811,district_hospital,O2_0104,rural,27,0,0,0,1,oxygen_concentrator,2,1,2.9,1,1,4,9,0,0,0,0,1,1,0,not_applicable,2023,3,11,surgical_anaesthesia,4,7,0,2,0,142.0,9.0,1,grid_unreliable,5
4812,district_hospital,O2_0076,peri_urban,13,0,0,1,0,oxygen_concentrator,1,0,0.5,0,1,5,0,0,1,0,0,1,1,0,not_applicable,2023,3,17,surgical_anaesthesia,8,9,0,4,0,295.0,105.0,0,grid_reliable,30
4813,district_hospital,O2_0152,peri_urban,91,0,0,0,0,cylinder_piped,0,0,5.7,0,3,3,21,0,1,1,1,1,1,0,not_applicable,2022,12,8,COVID19_severe,2,6,0,6,0,117.0,17.0,0,none,5
4814,district_hospital,O2_0032,rural,98,0,0,0,0,oxygen_concentrator,0,0,6.1,0,4,1,4,0,1,0,0,0,0,9,concentrator_malfunction,2023,7,19,surgical_anaesthesia,0,19,0,10,3,118.0,18.0,1,grid_unreliable,6
4815,district_hospital,O2_0008,peri_urban,57,0,0,0,0,none,0,0,0.8,0,2,4,12,0,0,0,0,0,0,4,cylinder_delivery_delay,2022,5,8,trauma,0,8,0,4,4,126.0,15.0,0,solar,6
4816,district_hospital,O2_0039,rural,96,0,0,0,0,oxygen_concentrator,3,2,9.5,0,4,4,15,0,0,0,0,0,0,16,cylinder_delivery_delay,2021,9,14,heart_failure,0,14,0,6,4,115.0,152.0,0,none,9
4817,district_hospital,O2_0056,rural,53,0,0,0,0,cylinder_portable,0,0,5.8,0,5,6,7,0,0,0,0,1,0,0,not_applicable,2023,4,14,neonatal_respiratory,7,7,1,4,0,83.0,88.0,1,solar,0
4818,district_hospital,O2_0096,rural,33,0,1,1,0,oxygen_concentrator,2,1,0.7,0,2,1,3,0,0,0,0,1,1,0,not_applicable,2021,2,11,severe_malaria,4,7,0,4,0,184.0,90.0,0,generator_only,9
4819,district_hospital,O2_0018,rural,122,0,0,0,0,oxygen_concentrator,1,0,10.8,0,2,7,31,0,1,0,0,1,0,0,not_applicable,2023,12,16,COVID19_severe,11,5,0,2,0,325.0,3.0,0,generator_only,7
4820,district_hospital,O2_0147,rural,106,0,0,0,0,none,2,0,1.7,0,2,8,31,0,1,0,0,0,0,2,funding_for_refill,2021,2,13,pneumonia_adult,0,13,0,6,6,343.0,76.0,1,generator_only,0
4821,district_hospital,O2_0110,rural,12,0,0,0,1,oxygen_concentrator,3,1,1.3,1,4,3,101,0,0,0,0,1,1,0,not_applicable,2023,6,12,asthma_severe,5,7,0,5,0,181.0,40.0,0,grid_unreliable,5
4822,district_hospital,O2_0019,peri_urban,74,0,0,0,0,cylinder_portable,0,0,9.1,0,4,3,28,0,1,0,0,0,0,8,concentrator_malfunction,2021,5,14,trauma,0,14,0,5,5,410.0,22.0,1,generator_only,11
4823,district_hospital,O2_0083,rural,72,0,0,0,0,oxygen_concentrator,2,0,2.3,0,1,3,33,0,0,0,0,1,1,0,not_applicable,2024,12,18,trauma,5,13,1,6,0,236.0,5.0,0,none,8
4824,district_hospital,O2_0021,rural,5,0,0,0,0,oxygen_concentrator,6,2,2.4,0,4,4,11,0,1,1,0,0,0,7,empty_cylinders_not_collected,2024,2,11,neonatal_respiratory,0,11,0,7,2,294.0,42.0,1,grid_unreliable,1
4825,district_hospital,O2_0040,urban,28,0,0,0,0,oxygen_concentrator,3,1,3.6,0,4,4,10,0,0,0,0,1,1,0,not_applicable,2023,8,8,heart_failure,2,6,0,4,0,342.0,83.0,0,none,11
4826,district_hospital,O2_0153,rural,47,0,0,0,0,oxygen_concentrator,2,0,4.2,0,2,1,7,0,0,0,0,0,0,13,funding_for_refill,2024,11,13,COPD_exacerbation,0,13,0,8,4,211.0,34.0,1,grid_unreliable,14
4827,district_hospital,O2_0108,rural,66,0,0,0,0,none,0,0,2.2,0,5,1,60,0,1,0,0,0,0,30,power_outage,2023,5,11,COVID19_severe,0,11,0,7,2,165.0,50.0,1,solar,2
4828,district_hospital,O2_0143,peri_urban,92,0,0,0,0,none,0,0,18.4,0,3,4,22,0,1,1,1,1,1,0,not_applicable,2023,1,18,asthma_severe,12,6,1,2,0,117.0,102.0,0,none,3
4829,district_hospital,O2_0031,urban,93,0,0,0,0,cylinder_portable,0,0,1.4,0,3,6,15,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,11,11,neonatal_respiratory,0,11,0,3,3,324.0,102.0,1,grid_unreliable,5
4830,district_hospital,O2_0169,urban,109,0,0,0,1,oxygen_concentrator,0,0,5.3,1,2,8,6,0,1,1,1,1,1,0,not_applicable,2022,8,9,COVID19_severe,1,8,1,3,0,168.0,3.0,1,solar,4
4831,district_hospital,O2_0069,rural,14,0,0,0,0,oxygen_concentrator,0,0,11.0,0,1,1,19,0,0,0,0,0,0,18,cylinder_delivery_delay,2024,9,12,pneumonia_child,0,12,0,7,2,239.0,27.0,1,grid_unreliable,16
4832,district_hospital,O2_0167,urban,131,0,0,0,0,oxygen_concentrator,4,1,5.1,0,1,7,2,0,1,1,0,0,0,27,cylinder_delivery_delay,2023,10,5,pneumonia_adult,0,5,0,3,3,114.0,37.0,0,solar,9
4833,district_hospital,O2_0095,rural,72,0,0,0,0,LOX_bulk_tank,0,0,3.5,1,2,1,20,0,1,1,1,0,0,3,concentrator_malfunction,2021,8,14,neonatal_respiratory,0,14,0,6,3,179.0,25.0,0,grid_unreliable,10
4834,district_hospital,O2_0036,rural,115,0,0,0,0,cylinder_piped,0,0,1.1,0,3,5,0,0,0,0,0,0,0,5,concentrator_malfunction,2023,9,10,surgical_anaesthesia,0,10,0,6,1,175.0,77.0,0,grid_unreliable,4
4835,district_hospital,O2_0018,urban,43,0,0,0,0,cylinder_piped,0,0,3.3,0,3,1,40,0,1,0,0,0,0,8,power_outage,2023,5,15,severe_malaria,0,15,0,6,4,190.0,7.0,1,solar,9
4836,district_hospital,O2_0144,rural,95,0,0,0,0,LOX_bulk_tank,0,0,5.1,0,5,5,8,0,1,0,0,1,0,7,concentrator_malfunction,2023,3,12,sepsis,3,9,1,3,0,269.0,25.0,1,grid_reliable,15
4837,district_hospital,O2_0005,peri_urban,73,0,0,1,1,oxygen_concentrator,3,0,6.2,1,2,4,5,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,3,13,heart_failure,0,13,0,7,1,58.0,2.0,0,grid_unreliable,1
4838,district_hospital,O2_0119,rural,43,0,0,0,0,none,0,0,1.0,0,2,3,14,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,6,13,neonatal_respiratory,0,13,0,6,4,251.0,25.0,0,none,5
4839,district_hospital,O2_0089,rural,81,0,0,0,0,oxygen_concentrator,2,1,1.3,1,2,5,12,0,0,0,0,0,0,20,power_outage,2022,1,10,severe_malaria,0,10,0,5,2,144.0,18.0,1,none,69
4840,district_hospital,O2_0171,urban,95,0,0,0,1,LOX_bulk_tank,5,3,5.3,1,3,1,49,0,0,0,0,0,0,4,funding_for_refill,2024,6,13,pneumonia_adult,0,13,0,5,5,239.0,148.0,0,grid_unreliable,26
4841,district_hospital,O2_0189,rural,12,0,0,0,0,cylinder_portable,0,0,1.5,0,3,4,8,0,0,0,0,0,0,5,power_outage,2021,7,21,pneumonia_child,0,21,0,9,6,245.0,43.0,1,grid_unreliable,25
4842,district_hospital,O2_0017,urban,29,0,0,0,0,LOX_bulk_tank,4,2,14.6,0,2,4,17,0,0,0,0,1,0,9,power_outage,2022,3,8,trauma,8,0,0,0,0,219.0,48.0,0,none,52
4843,district_hospital,O2_0005,rural,58,0,0,0,0,oxygen_concentrator,3,2,5.7,0,4,2,41,0,1,0,0,1,1,0,not_applicable,2024,11,10,sepsis,2,8,1,5,0,217.0,0.0,1,grid_unreliable,11
4844,district_hospital,O2_0189,peri_urban,57,0,0,0,0,cylinder_piped,0,0,2.3,1,0,5,35,0,1,0,0,0,0,13,concentrator_malfunction,2024,8,7,COVID19_severe,0,7,0,2,2,135.0,29.0,1,none,47
4845,district_hospital,O2_0101,rural,50,0,0,0,0,cylinder_piped,0,0,9.3,0,1,4,3,0,0,0,0,0,0,1,power_outage,2024,2,10,neonatal_respiratory,0,10,0,4,3,270.0,8.0,0,generator_only,1
4846,district_hospital,O2_0130,rural,32,1,0,0,0,oxygen_concentrator,2,0,2.4,0,3,9,7,0,0,0,0,0,0,18,cylinder_delivery_delay,2021,2,7,heart_failure,0,7,0,3,0,238.0,61.0,1,solar,5
4847,district_hospital,O2_0148,peri_urban,95,0,0,0,0,oxygen_concentrator,0,0,33.7,0,1,2,1,0,1,1,1,1,1,1,no_oxygen_source,2023,3,17,neonatal_respiratory,9,8,0,3,0,206.0,6.0,0,solar,8
4848,district_hospital,O2_0036,rural,34,0,0,0,0,oxygen_concentrator,1,0,3.0,0,1,2,51,0,0,0,0,1,0,0,not_applicable,2021,1,13,pneumonia_child,5,8,1,4,0,261.0,18.0,1,grid_reliable,56
4849,district_hospital,O2_0152,urban,109,0,0,0,0,cylinder_portable,0,0,0.2,0,2,5,9,0,0,0,0,1,0,0,not_applicable,2023,5,10,COPD_exacerbation,4,6,0,2,0,155.0,17.0,0,grid_unreliable,3
4850,district_hospital,O2_0184,peri_urban,58,0,0,0,0,oxygen_concentrator,2,0,10.1,0,3,2,1,0,1,1,0,1,1,13,PSA_plant_breakdown,2023,3,12,COVID19_severe,6,6,1,1,0,301.0,44.0,1,grid_unreliable,54
4851,district_hospital,O2_0068,peri_urban,128,0,0,0,0,oxygen_concentrator,5,1,5.5,1,2,7,9,0,1,0,0,1,1,0,not_applicable,2023,12,7,sepsis,2,5,0,2,0,410.0,60.0,0,none,26
4852,district_hospital,O2_0005,rural,5,0,0,0,0,cylinder_portable,0,0,5.8,0,0,2,8,0,1,0,0,1,0,8,piping_system_leak,2023,12,11,sepsis,4,7,1,3,0,309.0,45.0,1,solar,25
4853,district_hospital,O2_0194,rural,171,0,0,0,0,cylinder_portable,2,1,0.8,0,2,1,5,0,1,1,0,1,1,0,not_applicable,2021,3,18,pneumonia_adult,10,8,0,2,0,248.0,5.0,1,generator_only,24
4854,district_hospital,O2_0178,peri_urban,32,0,0,0,0,oxygen_concentrator,2,0,0.2,0,1,4,21,0,1,0,0,0,0,6,supplier_stockout,2022,3,11,pneumonia_adult,0,11,0,5,2,115.0,35.0,0,none,18
4855,district_hospital,O2_0044,rural,19,0,0,0,0,none,0,0,0.1,1,3,0,20,0,0,0,0,1,1,0,not_applicable,2022,4,7,COVID19_severe,1,6,0,3,0,294.0,147.0,0,none,20
4856,district_hospital,O2_0044,peri_urban,92,0,1,0,0,cylinder_portable,0,0,6.5,0,3,5,3,0,0,0,0,1,1,0,not_applicable,2024,5,17,pneumonia_adult,6,11,0,5,0,181.0,6.0,0,none,23
4857,district_hospital,O2_0001,rural,44,0,0,0,0,cylinder_portable,0,0,3.7,1,3,3,6,0,1,0,0,1,1,0,not_applicable,2024,7,10,neonatal_respiratory,3,7,1,4,0,136.0,31.0,0,grid_reliable,9
4858,district_hospital,O2_0073,rural,5,1,0,0,0,oxygen_concentrator,2,0,6.2,0,3,1,3,0,0,0,0,0,0,5,empty_cylinders_not_collected,2023,10,17,severe_malaria,0,17,0,2,4,86.0,7.0,1,grid_unreliable,19
4859,district_hospital,O2_0171,rural,90,0,0,0,0,cylinder_piped,1,0,6.4,0,3,2,48,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,11,11,COVID19_severe,0,11,0,5,5,150.0,208.0,1,none,1
4860,district_hospital,O2_0094,peri_urban,84,0,0,0,0,oxygen_concentrator,4,0,4.8,0,1,5,42,0,0,0,0,0,0,9,empty_cylinders_not_collected,2022,8,7,COVID19_severe,0,7,0,2,3,125.0,33.0,1,grid_unreliable,13
4861,district_hospital,O2_0014,peri_urban,74,1,0,0,0,cylinder_piped,0,0,7.9,1,4,7,22,0,0,0,0,1,1,0,not_applicable,2023,6,13,neonatal_respiratory,8,5,0,1,0,86.0,6.0,1,grid_unreliable,0
4862,district_hospital,O2_0150,rural,42,0,0,0,0,cylinder_portable,0,0,2.7,1,7,2,6,0,0,0,0,0,0,5,power_outage,2023,7,13,surgical_anaesthesia,0,13,0,7,2,188.0,46.0,0,none,8
4863,district_hospital,O2_0091,peri_urban,56,0,0,1,0,LOX_bulk_tank,0,0,2.8,0,3,2,21,0,0,0,0,0,0,2,empty_cylinders_not_collected,2023,11,10,neonatal_respiratory,0,10,0,6,5,245.0,5.0,0,grid_reliable,12
4864,district_hospital,O2_0124,rural,5,0,0,0,0,oxygen_concentrator,1,0,0.8,0,2,3,8,0,0,0,0,0,0,6,concentrator_malfunction,2022,7,9,trauma,0,9,0,2,2,320.0,5.0,1,none,14
4865,district_hospital,O2_0099,rural,113,0,0,0,0,oxygen_concentrator,4,1,0.4,0,3,3,7,0,0,0,0,0,0,14,power_outage,2021,10,7,COVID19_severe,0,7,0,5,3,150.0,5.0,0,grid_unreliable,43
4866,district_hospital,O2_0029,peri_urban,120,0,0,0,0,oxygen_concentrator,3,1,0.3,0,2,4,5,0,1,0,0,1,1,4,PSA_plant_breakdown,2021,5,12,pneumonia_adult,6,6,0,0,0,154.0,48.0,1,grid_unreliable,13
4867,district_hospital,O2_0084,peri_urban,77,0,0,0,0,cylinder_piped,0,0,4.2,0,4,1,4,0,1,0,0,1,1,0,not_applicable,2022,3,9,surgical_anaesthesia,4,5,1,4,0,159.0,114.0,0,grid_unreliable,35
4868,district_hospital,O2_0092,rural,11,0,0,0,0,none,0,0,5.2,0,2,4,33,0,0,0,0,1,0,0,not_applicable,2024,3,16,trauma,7,9,0,3,0,262.0,5.0,0,grid_unreliable,36
4869,district_hospital,O2_0094,urban,19,0,0,0,1,cylinder_portable,0,0,0.3,1,1,1,18,0,0,0,0,1,0,0,not_applicable,2024,3,19,pneumonia_child,10,9,0,5,0,239.0,21.0,0,none,29
4870,district_hospital,O2_0038,urban,106,0,0,0,0,oxygen_concentrator,2,1,2.6,0,0,3,9,0,0,0,0,1,1,8,funding_for_refill,2023,4,9,asthma_severe,2,7,0,4,0,269.0,34.0,1,none,6
4871,district_hospital,O2_0048,rural,28,0,0,0,0,none,0,0,7.6,0,2,2,5,0,0,0,0,0,0,30,PSA_plant_breakdown,2024,12,6,asthma_severe,0,6,0,4,1,110.0,80.0,0,grid_unreliable,53
4872,district_hospital,O2_0198,urban,158,0,0,0,0,oxygen_concentrator,2,0,1.6,0,0,3,11,0,1,0,0,0,0,11,power_outage,2023,12,8,COVID19_severe,0,8,0,2,0,209.0,53.0,0,grid_reliable,12
4873,district_hospital,O2_0168,peri_urban,5,0,0,0,0,none,0,0,11.5,0,6,1,1,0,1,1,0,1,1,0,not_applicable,2023,5,13,other_hypoxemia,3,10,0,4,0,398.0,89.0,0,grid_reliable,3
4874,district_hospital,O2_0034,peri_urban,15,0,0,0,0,cylinder_piped,0,0,9.4,0,4,6,9,0,0,0,0,0,0,7,funding_for_refill,2024,7,16,pneumonia_adult,0,16,0,9,5,200.0,23.0,0,grid_unreliable,8
4875,district_hospital,O2_0195,rural,94,0,0,0,0,LOX_bulk_tank,0,0,1.6,0,6,3,1,0,1,1,0,1,1,2,cylinder_delivery_delay,2023,4,11,surgical_anaesthesia,5,6,0,0,0,245.0,79.0,0,none,25
4876,district_hospital,O2_0036,peri_urban,25,0,0,0,0,cylinder_portable,0,0,4.3,0,3,3,21,0,0,0,0,0,0,3,concentrator_malfunction,2024,4,8,trauma,0,8,0,5,4,156.0,94.0,1,none,2
4877,district_hospital,O2_0172,rural,31,0,0,0,0,oxygen_concentrator,4,3,4.9,0,3,2,2,0,0,0,0,1,0,0,not_applicable,2024,5,14,other_hypoxemia,6,8,0,4,0,164.0,7.0,1,none,9
4878,district_hospital,O2_0043,rural,86,0,0,0,1,oxygen_concentrator,1,0,1.5,1,4,6,5,0,0,0,0,1,1,0,not_applicable,2024,7,21,neonatal_respiratory,9,12,1,4,0,269.0,52.0,0,grid_unreliable,4
4879,district_hospital,O2_0105,urban,56,0,0,0,0,oxygen_concentrator,2,0,13.7,0,2,6,0,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,4,10,COVID19_severe,0,10,0,4,0,74.0,63.0,0,solar,1
4880,district_hospital,O2_0195,rural,65,0,0,0,0,LOX_bulk_tank,0,0,3.3,0,2,2,14,0,0,0,0,1,1,0,not_applicable,2024,4,16,heart_failure,10,6,0,2,0,161.0,147.0,0,grid_unreliable,2
4881,district_hospital,O2_0032,peri_urban,114,0,0,0,0,none,0,0,1.4,0,1,3,9,0,0,0,0,1,1,0,not_applicable,2021,11,9,pneumonia_child,3,6,0,0,0,160.0,31.0,1,grid_unreliable,3
4882,district_hospital,O2_0154,urban,147,0,0,0,0,cylinder_portable,0,0,0.4,0,3,8,60,0,0,0,0,1,1,0,not_applicable,2024,6,17,asthma_severe,9,8,0,6,0,261.0,13.0,1,grid_unreliable,32
4883,district_hospital,O2_0125,urban,72,0,0,0,1,none,0,0,0.7,1,1,8,35,0,0,0,0,0,0,8,power_outage,2021,7,13,asthma_severe,0,13,0,7,3,219.0,66.0,0,grid_unreliable,2
4884,district_hospital,O2_0062,urban,88,0,1,0,0,oxygen_concentrator,3,0,3.5,0,6,3,22,0,0,0,0,1,0,0,not_applicable,2022,4,14,COVID19_severe,9,5,1,4,0,186.0,82.0,1,none,3
4885,district_hospital,O2_0181,peri_urban,34,0,0,0,0,LOX_bulk_tank,0,0,3.9,0,2,3,2,0,1,0,0,1,0,0,not_applicable,2021,6,14,pneumonia_child,2,12,1,6,0,201.0,0.0,1,generator_only,28
4886,district_hospital,O2_0186,peri_urban,75,0,0,1,0,oxygen_concentrator,1,0,4.8,1,2,4,6,0,0,0,0,1,1,1,demand_surge,2024,12,14,COPD_exacerbation,7,7,1,2,0,159.0,20.0,0,grid_unreliable,21
4887,district_hospital,O2_0165,urban,75,0,0,0,0,oxygen_concentrator,2,0,2.7,0,2,2,26,0,0,0,0,0,0,7,power_outage,2022,12,12,COVID19_severe,0,12,0,2,3,174.0,26.0,0,generator_only,9
4888,district_hospital,O2_0149,rural,53,0,0,0,0,cylinder_portable,0,0,0.7,0,1,2,19,0,1,1,0,0,0,20,power_outage,2022,9,14,pneumonia_adult,0,14,0,7,4,57.0,57.0,1,none,23
4889,district_hospital,O2_0102,rural,92,0,0,0,0,oxygen_concentrator,2,0,7.3,1,0,4,16,0,0,0,0,1,1,0,not_applicable,2024,7,14,other_hypoxemia,7,7,1,6,0,230.0,30.0,0,none,11
4890,district_hospital,O2_0012,peri_urban,54,0,0,0,0,cylinder_portable,0,0,0.2,0,3,3,4,0,1,0,0,0,0,2,concentrator_malfunction,2023,4,11,pneumonia_child,0,11,0,8,2,234.0,71.0,0,generator_only,19
4891,district_hospital,O2_0052,urban,112,0,0,0,0,cylinder_piped,0,0,8.7,0,1,4,26,0,0,0,0,1,1,0,not_applicable,2022,9,13,heart_failure,4,9,0,3,0,283.0,99.0,1,generator_only,6
4892,district_hospital,O2_0051,rural,53,0,0,0,0,PSA_plant_onsite,0,0,5.8,0,7,4,7,1,0,0,0,1,0,0,not_applicable,2024,12,12,other_hypoxemia,3,9,0,1,0,242.0,18.0,1,generator_only,11
4893,district_hospital,O2_0033,urban,58,0,1,1,0,none,0,0,8.8,0,1,3,43,0,1,0,0,0,0,12,empty_cylinders_not_collected,2021,5,8,pneumonia_child,0,8,0,5,1,166.0,45.0,0,solar,45
4894,district_hospital,O2_0111,urban,110,0,0,0,0,oxygen_concentrator,3,1,12.0,0,3,1,17,0,1,1,0,1,1,0,not_applicable,2023,9,13,COPD_exacerbation,5,8,0,4,0,65.0,30.0,0,generator_only,14
4895,district_hospital,O2_0091,urban,81,0,0,0,0,cylinder_piped,0,0,0.7,0,2,4,51,0,1,0,0,1,1,0,not_applicable,2021,9,9,COPD_exacerbation,4,5,1,3,0,165.0,32.0,0,generator_only,29
4896,district_hospital,O2_0103,rural,5,0,0,0,0,cylinder_portable,0,0,9.2,1,2,5,2,0,0,0,0,1,1,0,not_applicable,2023,6,15,surgical_anaesthesia,6,9,0,3,0,165.0,61.0,0,grid_reliable,14
4897,district_hospital,O2_0101,urban,60,0,0,0,0,cylinder_piped,0,0,5.4,1,4,2,3,0,0,0,0,1,1,0,not_applicable,2024,4,14,asthma_severe,4,10,0,4,0,181.0,107.0,1,grid_unreliable,6
4898,district_hospital,O2_0140,peri_urban,55,0,0,0,0,oxygen_concentrator,3,2,1.0,0,2,3,14,0,0,0,0,1,1,2,funding_for_refill,2024,3,20,neonatal_respiratory,10,10,1,5,0,126.0,8.0,0,grid_unreliable,5
4899,district_hospital,O2_0058,rural,142,0,0,1,0,oxygen_concentrator,2,1,9.3,0,6,5,10,0,0,0,0,0,0,1,concentrator_malfunction,2024,11,16,COPD_exacerbation,0,16,0,8,3,104.0,26.0,0,grid_unreliable,17
4900,district_hospital,O2_0033,peri_urban,35,0,0,0,0,cylinder_portable,0,0,2.9,1,4,7,26,0,1,0,0,0,0,5,power_outage,2023,10,13,pneumonia_adult,0,13,0,7,6,30.0,26.0,0,solar,4
4901,district_hospital,O2_0091,urban,9,0,0,0,0,none,0,0,22.6,0,8,2,18,0,1,0,0,0,0,18,funding_for_refill,2024,10,9,surgical_anaesthesia,0,9,0,7,2,107.0,13.0,0,grid_unreliable,27
4902,district_hospital,O2_0091,rural,5,0,0,0,0,cylinder_piped,0,0,1.2,0,3,5,33,0,1,1,1,0,0,23,piping_system_leak,2024,6,8,heart_failure,0,8,0,6,3,196.0,86.0,0,generator_only,23
4903,district_hospital,O2_0162,rural,73,0,0,0,0,cylinder_piped,0,0,5.8,0,3,1,23,0,1,0,0,1,1,0,not_applicable,2024,11,11,severe_malaria,4,7,0,4,0,260.0,59.0,0,grid_unreliable,12
4904,district_hospital,O2_0146,rural,52,0,0,0,0,cylinder_portable,0,0,4.1,0,1,2,1,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,3,12,sepsis,0,12,0,8,4,229.0,19.0,1,none,10
4905,district_hospital,O2_0162,rural,80,0,0,0,0,cylinder_portable,0,0,1.2,0,4,4,4,0,1,1,0,0,0,8,funding_for_refill,2023,2,10,neonatal_respiratory,0,10,0,4,3,32.0,41.0,1,grid_unreliable,3
4906,district_hospital,O2_0182,rural,37,0,1,0,1,cylinder_portable,0,0,3.6,1,5,4,11,0,1,0,0,0,0,30,supplier_stockout,2024,10,18,asthma_severe,0,18,0,9,4,215.0,68.0,0,grid_reliable,8
4907,district_hospital,O2_0029,rural,69,0,0,0,0,none,0,0,5.2,1,2,4,4,0,1,1,0,1,1,0,not_applicable,2023,1,14,pneumonia_child,7,7,0,5,0,109.0,49.0,0,grid_unreliable,19
4908,district_hospital,O2_0033,urban,85,0,0,0,0,oxygen_concentrator,4,1,0.3,0,0,2,43,0,0,0,0,0,0,21,power_outage,2023,5,15,other_hypoxemia,0,15,0,8,6,203.0,7.0,0,grid_unreliable,13
4909,district_hospital,O2_0058,rural,24,0,0,0,0,none,0,0,6.7,1,0,7,2,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,7,10,pneumonia_child,0,10,0,6,3,283.0,4.0,0,grid_reliable,48
4910,district_hospital,O2_0011,urban,114,1,0,0,0,PSA_plant_onsite,0,0,2.6,0,2,3,39,0,0,0,0,0,0,12,funding_for_refill,2024,2,9,neonatal_respiratory,0,9,0,4,2,167.0,130.0,1,none,61
4911,district_hospital,O2_0164,peri_urban,147,0,0,0,0,oxygen_concentrator,1,0,2.3,0,1,3,5,0,0,0,0,1,1,0,not_applicable,2022,10,11,trauma,6,5,1,2,0,317.0,68.0,0,generator_only,28
4912,district_hospital,O2_0098,peri_urban,23,0,0,0,0,cylinder_portable,0,0,2.4,0,1,2,5,0,0,0,0,0,0,28,cylinder_delivery_delay,2022,7,7,COVID19_severe,0,7,0,2,2,218.0,16.0,0,generator_only,6
4913,district_hospital,O2_0023,rural,69,0,0,0,0,oxygen_concentrator,3,1,11.3,0,1,7,25,0,1,1,1,1,0,0,not_applicable,2024,12,18,asthma_severe,7,11,0,3,0,254.0,172.0,1,grid_unreliable,0
4914,district_hospital,O2_0188,rural,5,0,0,0,0,cylinder_portable,0,0,0.5,0,3,2,8,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,5,6,pneumonia_adult,0,6,0,2,2,89.0,49.0,0,none,27
4915,district_hospital,O2_0160,peri_urban,79,0,0,0,0,oxygen_concentrator,3,1,0.7,0,2,5,57,0,0,0,0,1,1,2,cylinder_delivery_delay,2021,6,8,trauma,0,8,0,2,0,432.0,7.0,1,generator_only,0
4916,district_hospital,O2_0007,rural,134,0,0,0,0,oxygen_concentrator,2,1,2.0,0,3,6,8,0,1,0,0,0,0,30,cylinder_delivery_delay,2023,6,9,severe_malaria,0,9,0,3,5,243.0,9.0,0,none,8
4917,district_hospital,O2_0141,rural,17,0,1,0,0,oxygen_concentrator,3,0,16.6,0,1,4,42,0,1,0,0,1,1,0,not_applicable,2023,1,6,asthma_severe,3,3,0,1,0,172.0,23.0,1,grid_reliable,20
4918,district_hospital,O2_0090,rural,74,0,0,0,0,none,0,0,2.4,0,4,1,5,0,0,0,0,0,0,6,cylinder_delivery_delay,2022,4,14,heart_failure,0,14,0,8,7,113.0,54.0,0,none,14
4919,district_hospital,O2_0064,urban,8,0,0,0,0,cylinder_piped,0,0,6.6,0,2,5,0,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,1,12,severe_malaria,0,12,0,6,5,130.0,0.0,1,grid_unreliable,3
4920,district_hospital,O2_0060,urban,40,0,0,0,0,cylinder_piped,0,0,1.5,0,6,2,28,0,1,0,0,1,0,3,regulator_valve_failure,2021,5,13,surgical_anaesthesia,3,10,0,4,0,167.0,24.0,1,solar,15
4921,district_hospital,O2_0162,rural,38,0,0,0,0,oxygen_concentrator,3,1,0.9,0,3,4,43,0,0,0,0,0,0,2,piping_system_leak,2023,7,11,heart_failure,0,11,0,6,4,219.0,45.0,0,solar,0
4922,district_hospital,O2_0115,urban,68,0,1,0,0,cylinder_piped,3,2,7.1,0,3,8,13,0,0,0,0,0,0,17,concentrator_malfunction,2022,5,8,other_hypoxemia,0,8,0,3,2,324.0,48.0,0,solar,3
4923,district_hospital,O2_0162,peri_urban,21,0,0,0,0,cylinder_portable,0,0,5.2,1,3,2,4,0,0,0,0,0,0,7,power_outage,2022,12,11,COPD_exacerbation,0,11,0,4,2,174.0,11.0,0,generator_only,54
4924,district_hospital,O2_0158,urban,16,0,0,0,0,oxygen_concentrator,4,2,5.9,0,6,4,35,0,1,0,0,1,1,0,not_applicable,2023,7,16,pneumonia_child,11,5,1,2,0,403.0,44.0,0,grid_unreliable,15
4925,district_hospital,O2_0181,peri_urban,5,0,0,0,0,none,0,0,2.4,0,3,6,57,0,0,0,0,0,0,1,empty_cylinders_not_collected,2022,6,12,pneumonia_child,0,12,0,7,5,350.0,75.0,0,generator_only,15
4926,district_hospital,O2_0089,rural,5,0,0,0,0,oxygen_concentrator,1,0,1.8,0,1,2,6,0,0,0,0,1,1,0,not_applicable,2023,4,13,pneumonia_adult,8,5,0,3,0,206.0,9.0,1,none,24
4927,district_hospital,O2_0113,rural,107,0,0,0,0,cylinder_portable,0,0,2.5,0,3,3,24,0,1,1,0,0,0,11,funding_for_refill,2021,5,7,COVID19_severe,0,7,0,5,1,324.0,27.0,1,grid_unreliable,31
4928,district_hospital,O2_0162,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.5,0,5,8,74,0,0,0,0,1,1,0,not_applicable,2022,8,6,severe_malaria,1,5,0,2,0,210.0,34.0,1,grid_reliable,25
4929,district_hospital,O2_0113,peri_urban,82,0,0,0,0,cylinder_portable,1,0,5.8,1,4,4,9,0,0,0,0,0,0,15,cylinder_delivery_delay,2022,4,12,surgical_anaesthesia,0,12,0,4,5,40.0,39.0,1,none,12
4930,district_hospital,O2_0048,rural,79,0,0,0,0,oxygen_concentrator,3,0,0.1,0,1,3,2,0,0,0,0,0,0,12,power_outage,2022,12,12,pneumonia_child,0,12,0,7,4,269.0,171.0,1,solar,4
4931,district_hospital,O2_0138,urban,107,0,0,1,0,cylinder_piped,0,0,6.6,0,5,2,23,0,1,1,1,1,1,0,not_applicable,2022,1,13,pneumonia_adult,6,7,1,3,0,236.0,144.0,0,grid_unreliable,10
4932,district_hospital,O2_0082,peri_urban,40,0,0,0,0,cylinder_piped,0,0,7.7,0,3,5,9,0,1,0,0,1,1,0,not_applicable,2023,3,24,COVID19_severe,8,16,1,9,0,163.0,12.0,0,grid_unreliable,2
4933,district_hospital,O2_0019,rural,128,0,0,0,0,cylinder_portable,0,0,3.0,0,3,3,46,0,1,0,0,1,1,0,not_applicable,2023,2,19,neonatal_respiratory,5,14,0,2,0,289.0,24.0,1,solar,4
4934,district_hospital,O2_0087,rural,5,0,0,0,1,cylinder_piped,2,1,1.7,1,3,3,8,0,1,0,0,0,0,3,empty_cylinders_not_collected,2023,8,9,neonatal_respiratory,0,9,0,1,1,121.0,20.0,0,generator_only,6
4935,district_hospital,O2_0133,peri_urban,112,0,0,0,0,cylinder_portable,0,0,1.6,0,2,4,5,0,1,0,0,1,1,0,not_applicable,2024,1,11,trauma,2,9,0,4,0,208.0,110.0,0,solar,5
4936,district_hospital,O2_0082,rural,34,0,0,0,0,oxygen_concentrator,4,2,8.3,0,1,1,1,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,6,9,pneumonia_child,0,9,0,4,1,339.0,22.0,0,grid_unreliable,1
4937,district_hospital,O2_0101,rural,51,0,0,0,1,PSA_plant_onsite,0,0,1.7,1,4,6,7,1,1,0,0,1,1,3,cylinder_delivery_delay,2022,10,11,pneumonia_adult,8,3,0,1,0,268.0,80.0,1,none,0
4938,district_hospital,O2_0025,rural,31,0,0,0,0,oxygen_concentrator,3,1,0.2,0,5,3,11,0,0,0,0,0,0,5,supplier_stockout,2022,2,6,pneumonia_child,0,6,0,2,1,111.0,6.0,0,solar,46
4939,district_hospital,O2_0032,peri_urban,66,0,0,0,0,cylinder_piped,0,0,12.7,0,1,3,18,0,0,0,0,0,0,29,cylinder_delivery_delay,2022,5,9,other_hypoxemia,0,9,0,4,5,222.0,92.0,0,generator_only,20
4940,district_hospital,O2_0111,urban,78,0,0,0,0,cylinder_piped,0,0,5.1,1,3,2,39,0,1,0,0,0,0,2,cylinder_delivery_delay,2023,8,8,other_hypoxemia,0,8,0,2,2,167.0,185.0,1,none,0
4941,district_hospital,O2_0116,rural,5,0,1,0,0,LOX_bulk_tank,0,0,3.8,1,3,3,17,0,0,0,0,1,1,0,not_applicable,2024,7,15,heart_failure,6,9,0,5,0,113.0,1.0,1,generator_only,5
4942,district_hospital,O2_0175,peri_urban,130,0,0,0,0,oxygen_concentrator,4,2,1.3,0,4,4,64,0,0,0,0,1,1,12,cylinder_delivery_delay,2022,12,15,neonatal_respiratory,5,10,0,2,0,239.0,130.0,1,solar,0
4943,district_hospital,O2_0165,rural,58,0,0,0,0,cylinder_portable,0,0,4.5,0,4,1,8,0,0,0,0,1,0,3,cylinder_delivery_delay,2021,3,14,pneumonia_adult,8,6,0,2,0,260.0,24.0,0,none,38
4944,district_hospital,O2_0044,rural,81,0,1,0,0,LOX_bulk_tank,0,0,1.0,0,2,5,29,0,1,1,0,0,0,16,supplier_stockout,2021,2,17,pneumonia_child,0,17,0,11,5,157.0,13.0,0,generator_only,6
4945,district_hospital,O2_0184,peri_urban,115,0,0,0,0,cylinder_piped,3,0,5.7,0,4,6,4,0,1,1,0,0,0,1,PSA_plant_breakdown,2024,8,18,other_hypoxemia,0,18,0,5,3,191.0,4.0,0,grid_unreliable,72
4946,district_hospital,O2_0100,rural,33,0,0,0,0,oxygen_concentrator,3,0,5.2,0,4,4,24,0,1,1,0,0,0,22,funding_for_refill,2023,2,13,neonatal_respiratory,0,13,0,6,5,336.0,85.0,1,grid_unreliable,37
4947,district_hospital,O2_0164,rural,45,0,0,0,0,oxygen_concentrator,1,0,3.3,0,3,3,13,0,1,0,0,0,0,10,cylinder_delivery_delay,2023,6,13,other_hypoxemia,0,13,0,6,2,241.0,69.0,1,grid_unreliable,9
4948,district_hospital,O2_0184,peri_urban,9,0,0,0,0,oxygen_concentrator,1,0,4.0,0,4,2,17,0,1,0,0,0,0,4,empty_cylinders_not_collected,2023,9,14,pneumonia_adult,0,14,0,8,1,213.0,52.0,0,none,7
4949,district_hospital,O2_0005,urban,100,0,1,0,1,oxygen_concentrator,2,1,0.0,1,3,0,6,0,0,0,0,0,0,23,cylinder_delivery_delay,2024,12,13,pneumonia_child,0,13,0,6,2,146.0,36.0,1,none,13
4950,district_hospital,O2_0149,rural,51,0,1,0,0,oxygen_concentrator,0,0,4.9,0,2,7,27,0,1,1,0,1,1,0,not_applicable,2024,6,12,pneumonia_adult,6,6,1,0,0,102.0,76.0,0,none,0
4951,district_hospital,O2_0058,peri_urban,54,0,0,0,0,cylinder_piped,0,0,4.8,1,4,5,45,0,1,0,0,0,0,1,concentrator_malfunction,2021,7,11,severe_malaria,0,11,0,8,7,231.0,9.0,1,none,3
4952,district_hospital,O2_0036,rural,95,0,0,0,0,cylinder_piped,0,0,7.4,0,3,4,43,0,0,0,0,0,0,14,empty_cylinders_not_collected,2024,8,10,heart_failure,0,10,0,3,4,260.0,119.0,1,generator_only,27
4953,district_hospital,O2_0026,rural,32,0,0,0,0,oxygen_concentrator,2,0,7.7,1,3,7,33,0,0,0,0,1,0,0,not_applicable,2023,12,11,COVID19_severe,5,6,1,3,0,167.0,27.0,0,grid_unreliable,1
4954,district_hospital,O2_0076,urban,66,0,0,0,0,oxygen_concentrator,2,0,5.8,0,0,3,61,0,0,0,0,1,1,0,not_applicable,2023,2,12,pneumonia_adult,1,11,0,5,0,222.0,243.0,1,none,0
4955,district_hospital,O2_0117,urban,110,0,0,0,0,PSA_plant_onsite,0,0,6.7,1,4,3,10,1,1,0,0,1,1,0,not_applicable,2022,3,18,COVID19_severe,4,14,0,6,0,212.0,41.0,1,grid_unreliable,3
4956,district_hospital,O2_0193,rural,59,0,0,0,0,cylinder_portable,0,0,0.9,0,6,3,24,0,1,0,0,0,0,1,concentrator_malfunction,2024,9,8,heart_failure,0,8,0,2,2,53.0,73.0,0,grid_unreliable,44
4957,district_hospital,O2_0160,rural,44,0,0,0,0,none,0,0,0.4,0,0,1,58,0,0,0,0,1,1,0,not_applicable,2022,3,7,pneumonia_child,3,4,0,2,0,157.0,6.0,0,solar,7
4958,district_hospital,O2_0143,urban,60,0,0,0,0,cylinder_portable,0,0,8.9,0,1,4,12,0,1,1,1,1,1,0,not_applicable,2021,4,9,severe_malaria,3,6,1,1,0,277.0,100.0,1,none,7
4959,district_hospital,O2_0186,peri_urban,22,0,0,0,0,none,0,0,1.7,0,6,4,11,0,0,0,0,1,1,0,not_applicable,2022,7,15,severe_malaria,4,11,0,6,0,83.0,130.0,1,grid_reliable,0
4960,district_hospital,O2_0146,rural,5,0,0,0,0,oxygen_concentrator,2,0,2.1,0,5,6,7,0,0,0,0,0,0,9,power_outage,2021,4,21,COPD_exacerbation,0,21,0,10,7,234.0,37.0,0,grid_unreliable,13
4961,district_hospital,O2_0141,peri_urban,73,0,0,0,0,oxygen_concentrator,1,1,10.9,0,1,5,0,0,0,0,0,0,0,2,concentrator_malfunction,2022,5,12,neonatal_respiratory,0,12,0,5,4,295.0,44.0,0,none,8
4962,district_hospital,O2_0077,peri_urban,95,0,0,0,0,cylinder_portable,0,0,1.1,0,0,5,50,0,0,0,0,1,1,0,not_applicable,2022,9,10,surgical_anaesthesia,4,6,0,5,0,138.0,13.0,0,generator_only,25
4963,district_hospital,O2_0137,rural,5,0,1,0,0,oxygen_concentrator,0,0,3.9,0,7,5,44,0,0,0,0,1,1,0,not_applicable,2022,10,16,neonatal_respiratory,8,8,0,4,0,195.0,31.0,0,grid_reliable,11
4964,district_hospital,O2_0034,peri_urban,32,0,0,0,0,cylinder_piped,0,0,1.1,0,3,4,31,0,1,0,0,1,0,0,not_applicable,2022,6,6,COPD_exacerbation,1,5,0,3,0,249.0,49.0,0,generator_only,38
4965,district_hospital,O2_0096,urban,29,0,0,0,0,cylinder_portable,0,0,0.9,0,5,3,2,0,0,0,0,0,0,13,PSA_plant_breakdown,2021,5,11,neonatal_respiratory,0,11,0,4,3,303.0,151.0,1,grid_unreliable,4
4966,district_hospital,O2_0199,urban,51,0,0,0,0,none,0,0,2.6,0,1,4,14,0,0,0,0,0,0,9,funding_for_refill,2024,8,7,pneumonia_adult,0,7,0,3,0,85.0,5.0,1,none,9
4967,district_hospital,O2_0104,urban,27,0,0,0,0,cylinder_piped,0,0,2.1,0,5,5,6,0,0,0,0,1,1,0,not_applicable,2023,12,14,neonatal_respiratory,5,9,1,3,0,65.0,25.0,1,none,2
4968,district_hospital,O2_0062,rural,81,0,0,1,0,oxygen_concentrator,2,0,2.6,0,3,4,3,0,1,1,1,0,0,28,cylinder_delivery_delay,2022,2,13,COVID19_severe,0,13,0,7,2,50.0,185.0,0,generator_only,35
4969,district_hospital,O2_0121,urban,28,0,0,1,0,oxygen_concentrator,0,0,0.6,0,5,5,11,0,1,0,0,0,0,30,funding_for_refill,2024,10,8,neonatal_respiratory,0,8,0,3,0,276.0,120.0,0,none,3
4970,district_hospital,O2_0040,rural,11,0,0,0,0,cylinder_portable,0,0,9.9,0,4,4,11,0,0,0,0,0,0,19,piping_system_leak,2021,5,14,surgical_anaesthesia,0,14,0,8,5,175.0,2.0,0,none,36
4971,district_hospital,O2_0122,urban,70,0,0,0,0,LOX_bulk_tank,0,0,5.1,0,4,3,4,0,1,0,0,0,0,2,concentrator_malfunction,2021,8,8,pneumonia_child,0,8,0,1,3,83.0,105.0,1,none,10
4972,district_hospital,O2_0176,rural,23,0,0,0,0,cylinder_portable,1,0,0.8,0,5,6,35,0,0,0,0,0,0,18,empty_cylinders_not_collected,2021,2,13,pneumonia_adult,0,13,0,6,4,235.0,70.0,0,none,19
4973,district_hospital,O2_0017,peri_urban,5,0,0,0,0,cylinder_piped,5,1,0.6,0,7,2,39,0,1,1,1,0,0,8,concentrator_malfunction,2022,10,8,severe_malaria,0,8,0,3,2,224.0,61.0,0,grid_unreliable,6
4974,district_hospital,O2_0098,rural,5,0,0,0,0,cylinder_portable,0,0,13.5,0,1,3,0,0,0,0,0,0,0,21,concentrator_malfunction,2023,7,13,COVID19_severe,0,13,0,5,5,217.0,135.0,0,grid_unreliable,55
4975,district_hospital,O2_0111,peri_urban,88,0,0,0,0,oxygen_concentrator,1,0,8.5,0,1,3,25,0,0,0,0,0,0,17,funding_for_refill,2024,7,16,pneumonia_child,0,16,0,8,3,187.0,92.0,0,generator_only,1
4976,district_hospital,O2_0169,peri_urban,133,0,0,0,1,none,0,0,7.4,1,7,2,73,0,0,0,0,0,0,13,no_oxygen_source,2024,2,11,asthma_severe,0,11,0,7,0,195.0,44.0,0,none,64
4977,district_hospital,O2_0093,rural,95,0,0,0,0,oxygen_concentrator,1,0,7.2,1,2,6,7,0,0,0,0,0,0,4,empty_cylinders_not_collected,2024,5,8,COVID19_severe,0,8,0,4,1,120.0,95.0,1,grid_unreliable,17
4978,district_hospital,O2_0030,peri_urban,75,0,0,0,0,cylinder_portable,0,0,3.6,0,3,2,4,0,1,0,0,1,1,0,not_applicable,2024,11,11,pneumonia_child,4,7,1,2,0,141.0,62.0,0,generator_only,51
4979,district_hospital,O2_0072,rural,5,0,0,0,0,cylinder_piped,0,0,5.3,0,2,5,1,0,0,0,0,1,1,0,not_applicable,2024,9,13,neonatal_respiratory,6,7,0,2,0,287.0,2.0,0,generator_only,2
4980,district_hospital,O2_0005,rural,58,0,0,0,0,oxygen_concentrator,2,1,1.5,1,3,3,10,0,0,0,0,0,0,20,power_outage,2021,1,12,pneumonia_child,0,12,0,6,3,238.0,76.0,0,none,12
4981,district_hospital,O2_0161,rural,55,0,0,0,0,cylinder_portable,0,0,3.5,0,1,5,14,0,0,0,0,1,1,0,not_applicable,2023,10,11,surgical_anaesthesia,6,5,1,1,0,106.0,16.0,0,none,36
4982,district_hospital,O2_0009,rural,45,0,1,0,0,oxygen_concentrator,3,0,2.2,0,1,6,19,0,0,0,0,1,1,0,not_applicable,2023,5,16,COVID19_severe,9,7,0,0,0,225.0,17.0,0,grid_unreliable,20
4983,district_hospital,O2_0162,peri_urban,40,0,0,0,0,cylinder_portable,0,0,0.3,0,3,8,8,0,1,1,0,0,0,3,PSA_plant_breakdown,2024,4,15,severe_malaria,0,15,0,7,0,289.0,1.0,0,grid_unreliable,13
4984,district_hospital,O2_0068,rural,49,0,0,1,0,cylinder_piped,3,2,2.2,0,1,2,5,0,0,0,0,1,1,0,not_applicable,2023,9,14,pneumonia_child,3,11,1,6,0,185.0,30.0,0,grid_unreliable,4
4985,district_hospital,O2_0171,peri_urban,47,0,0,0,0,none,0,0,3.8,0,2,2,10,0,1,0,0,0,0,17,regulator_valve_failure,2024,10,9,other_hypoxemia,0,9,0,6,2,227.0,33.0,0,generator_only,11
4986,district_hospital,O2_0087,peri_urban,11,0,0,0,0,cylinder_portable,0,0,3.3,0,1,4,25,0,0,0,0,0,0,13,cylinder_delivery_delay,2024,10,16,surgical_anaesthesia,0,16,0,9,2,152.0,19.0,0,solar,7
4987,district_hospital,O2_0148,rural,78,0,0,0,0,oxygen_concentrator,1,0,1.1,0,6,2,36,0,0,0,0,1,1,0,not_applicable,2024,8,13,COPD_exacerbation,4,9,0,5,0,169.0,44.0,0,none,18
4988,district_hospital,O2_0171,peri_urban,128,0,0,0,0,oxygen_concentrator,3,2,8.5,0,2,5,21,0,0,0,0,1,0,0,not_applicable,2021,11,15,pneumonia_adult,9,6,0,3,0,247.0,80.0,0,generator_only,0
4989,district_hospital,O2_0003,urban,46,0,0,0,0,oxygen_concentrator,0,0,2.5,0,6,4,5,0,1,0,0,1,1,0,not_applicable,2022,5,17,COPD_exacerbation,7,10,1,8,0,163.0,58.0,1,grid_unreliable,22
4990,district_hospital,O2_0097,peri_urban,5,0,0,0,0,oxygen_concentrator,4,0,10.6,0,0,5,6,0,1,0,0,0,0,21,concentrator_malfunction,2022,8,17,severe_malaria,0,17,0,5,3,250.0,51.0,1,grid_unreliable,13
4991,district_hospital,O2_0156,rural,85,0,0,0,0,LOX_bulk_tank,0,0,6.6,0,1,2,0,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,12,15,COVID19_severe,0,15,0,4,8,243.0,35.0,0,generator_only,9
4992,district_hospital,O2_0055,rural,93,0,0,0,0,cylinder_portable,0,0,9.2,1,5,2,8,0,0,0,0,0,0,29,cylinder_delivery_delay,2022,12,8,surgical_anaesthesia,0,8,0,3,0,229.0,13.0,0,generator_only,9
4993,district_hospital,O2_0090,peri_urban,67,0,0,0,0,LOX_bulk_tank,0,0,13.8,0,0,3,22,0,1,1,0,0,0,23,concentrator_malfunction,2023,3,19,neonatal_respiratory,0,19,0,8,5,139.0,15.0,1,grid_unreliable,2
4994,district_hospital,O2_0082,peri_urban,5,0,0,0,0,cylinder_piped,0,0,5.6,0,3,7,43,0,0,0,0,0,0,9,funding_for_refill,2022,10,13,pneumonia_adult,0,13,0,6,3,167.0,140.0,0,grid_unreliable,4
4995,district_hospital,O2_0001,rural,56,0,0,0,0,cylinder_portable,0,0,5.9,0,4,4,9,0,0,0,0,1,1,0,not_applicable,2021,10,11,surgical_anaesthesia,6,5,0,1,0,227.0,197.0,1,grid_unreliable,6
4996,district_hospital,O2_0015,urban,21,0,0,0,0,oxygen_concentrator,1,0,3.2,0,0,5,3,0,0,0,0,0,0,20,demand_surge,2022,3,9,severe_malaria,0,9,0,5,3,191.0,13.0,0,grid_unreliable,0
4997,district_hospital,O2_0128,rural,17,0,0,0,0,oxygen_concentrator,3,1,8.3,0,4,2,23,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,5,12,neonatal_respiratory,0,12,0,6,5,149.0,11.0,0,grid_unreliable,8
4998,district_hospital,O2_0178,rural,59,0,0,0,0,cylinder_portable,1,0,11.6,0,5,2,2,0,0,0,0,0,0,1,funding_for_refill,2023,11,13,severe_malaria,0,13,0,6,4,105.0,8.0,0,grid_unreliable,9
4999,district_hospital,O2_0026,urban,105,0,0,0,0,oxygen_concentrator,1,0,7.9,0,3,5,28,0,0,0,0,0,0,6,cylinder_delivery_delay,2024,9,15,neonatal_respiratory,0,15,0,8,7,87.0,209.0,0,grid_unreliable,16
5000,district_hospital,O2_0120,urban,59,0,0,0,0,oxygen_concentrator,3,1,2.7,0,4,6,9,0,0,0,0,1,1,4,cylinder_delivery_delay,2024,10,10,asthma_severe,2,8,0,3,0,175.0,10.0,1,grid_unreliable,17
5001,district_hospital,O2_0184,peri_urban,51,0,0,0,0,oxygen_concentrator,2,1,5.4,0,4,3,22,0,0,0,0,1,1,0,not_applicable,2022,10,12,heart_failure,5,7,0,4,0,318.0,1.0,0,solar,10
5002,district_hospital,O2_0084,rural,113,0,0,0,1,oxygen_concentrator,3,1,8.5,1,3,2,4,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,7,11,COPD_exacerbation,0,11,0,6,4,388.0,10.0,0,grid_reliable,12
5003,district_hospital,O2_0063,rural,37,0,0,0,0,oxygen_concentrator,3,1,2.9,0,2,3,7,0,1,1,0,1,1,15,regulator_valve_failure,2024,9,15,neonatal_respiratory,6,9,0,4,0,51.0,110.0,1,solar,18
5004,district_hospital,O2_0158,rural,30,0,0,0,0,cylinder_portable,0,0,3.9,1,4,1,48,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,11,8,heart_failure,0,8,0,5,2,245.0,146.0,1,grid_unreliable,6
5005,district_hospital,O2_0076,peri_urban,5,0,0,0,0,cylinder_portable,0,0,0.8,0,0,3,1,0,0,0,0,1,0,4,funding_for_refill,2024,3,11,trauma,4,7,1,6,0,206.0,227.0,0,none,53
5006,district_hospital,O2_0133,peri_urban,7,0,0,0,0,cylinder_piped,1,0,6.3,1,8,7,21,0,0,0,0,1,0,1,concentrator_malfunction,2021,6,11,heart_failure,4,7,0,0,0,251.0,168.0,1,solar,14
5007,district_hospital,O2_0091,peri_urban,31,0,1,1,0,oxygen_concentrator,5,1,8.2,0,1,1,18,0,1,0,0,1,0,0,not_applicable,2021,4,10,pneumonia_adult,5,5,0,3,0,270.0,5.0,0,generator_only,1
5008,district_hospital,O2_0052,peri_urban,66,0,1,0,0,cylinder_portable,0,0,5.2,0,4,7,1,0,0,0,0,1,1,0,not_applicable,2023,8,16,pneumonia_adult,7,9,1,3,0,175.0,43.0,1,grid_unreliable,4
5009,district_hospital,O2_0172,peri_urban,17,0,0,0,0,oxygen_concentrator,0,0,1.0,0,6,4,1,0,0,0,0,1,1,0,not_applicable,2024,9,16,pneumonia_child,4,12,0,6,0,100.0,10.0,0,grid_unreliable,4
5010,district_hospital,O2_0048,rural,8,0,0,0,0,oxygen_concentrator,0,0,3.3,0,3,4,0,0,0,0,0,1,1,2,supplier_stockout,2023,3,9,surgical_anaesthesia,5,4,0,1,0,205.0,15.0,0,solar,7
5011,district_hospital,O2_0075,peri_urban,37,0,0,0,0,cylinder_portable,0,0,4.3,0,4,2,4,0,0,0,0,1,1,0,not_applicable,2024,4,13,heart_failure,4,9,0,4,0,191.0,53.0,1,grid_unreliable,0
5012,district_hospital,O2_0103,rural,84,0,0,0,0,none,0,0,20.7,0,3,3,11,0,0,0,0,1,1,0,not_applicable,2022,10,10,other_hypoxemia,4,6,1,3,0,278.0,33.0,1,grid_reliable,3
5013,district_hospital,O2_0189,urban,72,0,0,1,0,cylinder_piped,0,0,1.0,0,4,6,14,0,0,0,0,1,1,0,not_applicable,2022,12,17,neonatal_respiratory,6,11,0,4,0,171.0,65.0,1,solar,25
5014,district_hospital,O2_0143,rural,127,0,0,0,0,cylinder_piped,0,0,1.5,0,0,6,21,0,1,0,0,1,1,0,not_applicable,2023,7,23,pneumonia_adult,12,11,1,5,0,209.0,8.0,1,grid_unreliable,18
5015,district_hospital,O2_0042,rural,90,0,0,0,0,oxygen_concentrator,2,0,9.0,0,7,5,12,0,0,0,0,1,1,0,not_applicable,2022,4,14,heart_failure,4,10,0,3,0,209.0,3.0,0,grid_unreliable,1
5016,district_hospital,O2_0012,peri_urban,32,0,0,0,0,none,0,0,7.0,0,6,2,21,0,1,0,0,0,0,7,concentrator_malfunction,2023,7,10,COVID19_severe,0,10,0,3,2,304.0,86.0,0,none,4
5017,district_hospital,O2_0175,urban,5,0,0,0,0,LOX_bulk_tank,0,0,0.7,0,2,4,15,0,0,0,0,1,1,0,not_applicable,2024,8,8,COPD_exacerbation,4,4,1,1,0,275.0,43.0,0,grid_reliable,1
5018,district_hospital,O2_0036,rural,86,0,0,0,0,oxygen_concentrator,1,0,10.3,0,3,3,0,0,0,0,0,1,1,0,not_applicable,2023,6,13,pneumonia_child,3,10,0,4,0,331.0,47.0,1,solar,0
5019,district_hospital,O2_0078,rural,75,0,0,0,0,none,0,0,13.8,0,5,2,9,0,1,1,1,0,0,20,concentrator_malfunction,2021,11,12,asthma_severe,0,12,0,4,3,168.0,17.0,0,grid_reliable,33
5020,district_hospital,O2_0117,peri_urban,26,0,0,0,0,cylinder_portable,4,0,2.8,0,0,4,8,0,0,0,0,1,1,0,not_applicable,2024,3,14,sepsis,7,7,0,4,0,195.0,81.0,0,grid_unreliable,26
5021,district_hospital,O2_0106,peri_urban,34,0,0,0,0,none,0,0,7.5,0,4,2,53,0,0,0,0,0,0,22,empty_cylinders_not_collected,2023,4,10,COVID19_severe,0,10,0,4,4,299.0,24.0,1,generator_only,4
5022,district_hospital,O2_0151,rural,23,0,0,0,0,oxygen_concentrator,3,1,3.1,0,6,4,33,0,0,0,0,1,1,0,not_applicable,2021,4,10,pneumonia_adult,4,6,1,0,0,318.0,104.0,0,generator_only,5
5023,district_hospital,O2_0031,rural,42,0,0,0,0,cylinder_piped,0,0,5.1,0,3,7,74,0,0,0,0,1,1,0,not_applicable,2024,12,22,surgical_anaesthesia,14,8,1,4,0,108.0,50.0,1,grid_reliable,7
5024,district_hospital,O2_0155,peri_urban,17,0,0,0,0,cylinder_portable,2,1,1.0,0,2,7,1,0,1,0,0,0,0,9,empty_cylinders_not_collected,2022,1,10,COVID19_severe,0,10,0,5,4,318.0,74.0,1,none,1
5025,district_hospital,O2_0176,peri_urban,42,0,0,0,0,none,2,1,0.6,0,2,4,15,0,0,0,0,1,1,0,not_applicable,2021,11,8,sepsis,4,4,0,2,0,274.0,41.0,0,grid_reliable,4
5026,district_hospital,O2_0082,peri_urban,81,0,0,1,0,oxygen_concentrator,5,2,7.1,0,5,4,21,0,1,0,0,0,0,30,concentrator_malfunction,2023,12,13,neonatal_respiratory,0,13,0,2,3,241.0,58.0,0,solar,4
5027,district_hospital,O2_0118,peri_urban,47,0,0,0,0,cylinder_portable,0,0,3.0,0,2,2,18,0,0,0,0,1,1,0,not_applicable,2022,12,10,pneumonia_adult,4,6,1,4,0,175.0,44.0,1,grid_unreliable,23
5028,district_hospital,O2_0020,rural,80,0,0,0,0,oxygen_concentrator,3,1,3.2,0,4,6,60,0,0,0,0,0,0,5,concentrator_malfunction,2023,2,17,other_hypoxemia,0,17,0,7,7,82.0,23.0,0,grid_unreliable,2
5029,district_hospital,O2_0113,rural,67,0,0,0,0,cylinder_portable,0,0,2.2,0,4,2,1,0,1,0,0,0,0,14,concentrator_malfunction,2022,3,12,pneumonia_child,0,12,0,5,2,224.0,34.0,0,grid_unreliable,4
5030,district_hospital,O2_0009,rural,65,0,0,0,0,none,0,0,0.2,0,5,6,65,0,0,0,0,1,1,0,not_applicable,2023,6,12,heart_failure,4,8,1,6,0,315.0,7.0,0,generator_only,9
5031,district_hospital,O2_0135,peri_urban,86,0,0,0,0,oxygen_concentrator,2,0,8.3,0,5,6,32,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,2,14,COVID19_severe,0,14,0,9,6,253.0,17.0,0,grid_unreliable,5
5032,district_hospital,O2_0023,rural,14,0,0,0,0,oxygen_concentrator,4,1,11.4,0,4,2,21,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,7,14,neonatal_respiratory,0,14,0,5,6,210.0,105.0,1,none,19
5033,district_hospital,O2_0056,urban,54,0,0,0,0,none,0,0,0.3,0,4,1,34,0,0,0,0,1,1,0,not_applicable,2024,4,17,pneumonia_adult,11,6,0,3,0,220.0,7.0,0,none,5
5034,district_hospital,O2_0198,rural,45,0,0,0,1,LOX_bulk_tank,1,0,1.7,1,5,1,19,0,1,1,1,1,0,0,not_applicable,2023,9,5,COVID19_severe,1,4,1,0,0,23.0,26.0,1,solar,1
5035,district_hospital,O2_0111,rural,5,0,0,0,0,none,0,0,2.8,0,2,5,39,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,8,13,neonatal_respiratory,0,13,0,5,5,81.0,47.0,0,grid_unreliable,11
5036,district_hospital,O2_0098,rural,17,0,0,0,0,oxygen_concentrator,2,1,6.3,0,4,5,52,0,1,0,0,1,1,0,not_applicable,2022,8,10,heart_failure,5,5,0,0,0,268.0,9.0,1,none,40
5037,district_hospital,O2_0162,peri_urban,118,0,0,0,0,cylinder_piped,0,0,28.8,0,0,5,21,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,7,16,other_hypoxemia,0,16,0,8,6,219.0,97.0,1,generator_only,12
5038,district_hospital,O2_0167,peri_urban,106,0,0,0,0,cylinder_portable,0,0,4.6,0,2,4,17,0,0,0,0,1,1,0,not_applicable,2022,4,8,severe_malaria,2,6,0,3,0,273.0,41.0,0,grid_unreliable,9
5039,district_hospital,O2_0001,urban,75,0,0,0,0,oxygen_concentrator,2,1,5.9,0,4,4,12,0,0,0,0,1,0,0,not_applicable,2023,3,12,pneumonia_child,5,7,1,3,0,283.0,29.0,0,solar,28
5040,district_hospital,O2_0191,rural,45,0,0,0,0,cylinder_portable,0,0,2.4,0,3,3,42,0,1,0,0,1,0,0,not_applicable,2024,12,9,neonatal_respiratory,2,7,1,4,0,148.0,61.0,0,generator_only,13
5041,district_hospital,O2_0162,urban,78,0,0,0,0,cylinder_portable,0,0,0.5,0,6,4,12,0,0,0,0,1,1,0,not_applicable,2022,2,11,COVID19_severe,6,5,0,2,0,310.0,104.0,1,grid_unreliable,7
5042,district_hospital,O2_0149,peri_urban,83,0,0,0,0,oxygen_concentrator,2,0,2.2,0,4,7,14,0,0,0,0,1,1,0,not_applicable,2023,4,7,heart_failure,4,3,0,1,0,193.0,9.0,0,grid_unreliable,0
5043,district_hospital,O2_0076,peri_urban,5,0,0,1,0,oxygen_concentrator,3,1,2.2,0,2,3,63,0,0,0,0,1,1,0,not_applicable,2023,4,17,COVID19_severe,7,10,1,5,0,241.0,20.0,1,grid_reliable,18
5044,district_hospital,O2_0122,peri_urban,8,0,0,0,0,cylinder_piped,0,0,0.2,0,2,6,41,0,0,0,0,1,1,0,not_applicable,2023,11,12,pneumonia_adult,5,7,0,3,0,19.0,17.0,1,grid_unreliable,7
5045,district_hospital,O2_0138,peri_urban,103,0,0,0,0,oxygen_concentrator,0,0,1.8,1,3,5,21,0,0,0,0,1,0,0,not_applicable,2024,5,7,sepsis,4,3,0,3,0,174.0,60.0,0,grid_unreliable,7
5046,district_hospital,O2_0101,rural,111,0,0,0,0,LOX_bulk_tank,0,0,9.5,0,5,1,9,0,1,1,0,1,1,0,not_applicable,2023,1,9,pneumonia_child,1,8,1,4,0,180.0,23.0,0,generator_only,8
5047,district_hospital,O2_0133,rural,64,0,0,0,0,cylinder_piped,0,0,7.6,0,2,4,7,0,0,0,0,1,1,0,not_applicable,2021,6,8,sepsis,1,7,0,2,0,266.0,13.0,1,solar,9
5048,district_hospital,O2_0137,peri_urban,62,0,1,0,0,none,0,0,3.4,0,4,3,30,0,1,1,0,1,1,0,not_applicable,2023,7,9,severe_malaria,6,3,1,1,0,55.0,50.0,1,grid_unreliable,14
5049,district_hospital,O2_0079,rural,38,0,0,0,0,oxygen_concentrator,1,0,3.5,1,2,2,18,0,0,0,0,0,0,5,supplier_stockout,2024,1,14,COPD_exacerbation,0,14,0,5,3,244.0,9.0,1,grid_unreliable,39
5050,district_hospital,O2_0045,rural,61,0,0,0,0,cylinder_portable,0,0,3.2,0,3,4,13,0,1,0,0,1,1,3,cylinder_delivery_delay,2023,3,8,surgical_anaesthesia,5,3,0,2,0,67.0,0.0,1,generator_only,32
5051,district_hospital,O2_0125,peri_urban,58,0,0,0,0,oxygen_concentrator,3,0,0.1,0,3,2,28,0,0,0,0,1,1,2,concentrator_malfunction,2023,5,10,COVID19_severe,4,6,0,3,0,321.0,2.0,0,grid_unreliable,1
5052,district_hospital,O2_0088,rural,98,0,0,0,0,none,2,0,4.0,0,3,5,28,0,1,0,0,1,0,0,not_applicable,2022,5,15,COVID19_severe,11,4,0,2,0,191.0,13.0,0,none,13
5053,district_hospital,O2_0178,rural,60,0,0,0,0,oxygen_concentrator,3,1,11.3,0,3,7,34,0,1,1,0,0,0,5,cylinder_delivery_delay,2021,11,11,neonatal_respiratory,0,11,0,4,3,229.0,17.0,1,generator_only,22
5054,district_hospital,O2_0003,rural,88,0,0,0,0,oxygen_concentrator,1,0,0.3,0,5,4,26,0,0,0,0,0,0,16,no_oxygen_source,2023,11,10,neonatal_respiratory,0,10,0,4,3,273.0,55.0,1,solar,5
5055,district_hospital,O2_0161,peri_urban,46,0,0,0,0,cylinder_portable,0,0,7.5,1,3,6,1,0,1,1,1,1,1,3,power_outage,2022,12,10,pneumonia_child,5,5,1,2,0,83.0,96.0,0,grid_unreliable,5
5056,district_hospital,O2_0171,peri_urban,62,0,0,0,0,oxygen_concentrator,0,0,2.4,1,4,3,12,0,1,1,1,0,0,1,power_outage,2022,9,8,COPD_exacerbation,0,8,0,1,1,155.0,88.0,0,grid_reliable,41
5057,district_hospital,O2_0071,peri_urban,69,0,1,0,0,cylinder_portable,0,0,9.0,0,6,3,41,0,1,0,0,0,0,30,regulator_valve_failure,2023,3,11,heart_failure,0,11,0,6,2,275.0,13.0,0,grid_unreliable,29
5058,district_hospital,O2_0101,rural,78,0,0,0,0,none,0,0,1.3,0,4,4,2,0,1,0,0,1,0,0,not_applicable,2021,9,14,sepsis,4,10,0,3,0,366.0,72.0,1,grid_unreliable,16
5059,district_hospital,O2_0023,rural,59,0,0,0,0,cylinder_portable,0,0,0.7,0,4,4,13,0,0,0,0,1,1,2,cylinder_delivery_delay,2024,12,10,COPD_exacerbation,3,7,0,5,0,207.0,37.0,1,grid_unreliable,5
5060,district_hospital,O2_0038,peri_urban,43,0,0,0,0,none,0,0,8.0,0,7,2,1,0,0,0,0,0,0,1,concentrator_malfunction,2022,12,12,surgical_anaesthesia,0,12,0,4,4,183.0,66.0,0,none,12
5061,district_hospital,O2_0053,rural,5,0,0,0,0,LOX_bulk_tank,0,0,1.0,0,6,0,4,0,1,1,0,0,0,14,cylinder_delivery_delay,2022,1,11,other_hypoxemia,0,11,0,4,2,8.0,1.0,0,solar,1
5062,district_hospital,O2_0114,peri_urban,75,0,0,0,1,cylinder_portable,0,0,2.0,1,5,3,28,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,5,14,COVID19_severe,0,14,0,6,4,239.0,51.0,1,solar,23
5063,district_hospital,O2_0179,rural,74,0,0,1,0,cylinder_portable,0,0,0.4,0,2,1,36,0,0,0,0,0,0,5,funding_for_refill,2024,1,12,pneumonia_child,0,12,0,6,0,237.0,23.0,1,grid_reliable,1
5064,district_hospital,O2_0038,peri_urban,24,0,0,1,0,none,0,0,0.8,0,1,4,1,0,1,0,0,1,1,0,not_applicable,2023,8,10,neonatal_respiratory,2,8,1,3,0,43.0,40.0,1,generator_only,9
5065,district_hospital,O2_0001,rural,81,0,0,0,0,oxygen_concentrator,4,1,0.7,0,2,6,5,0,0,0,0,1,1,0,not_applicable,2023,9,15,COVID19_severe,6,9,0,8,0,347.0,69.0,0,generator_only,8
5066,district_hospital,O2_0195,urban,58,0,0,0,0,oxygen_concentrator,1,0,17.5,0,0,3,51,0,0,0,0,0,0,3,power_outage,2022,12,13,trauma,0,13,0,4,3,287.0,27.0,0,grid_unreliable,3
5067,district_hospital,O2_0162,rural,63,0,0,0,0,oxygen_concentrator,4,2,2.0,0,4,5,25,0,1,1,0,1,0,0,not_applicable,2024,7,13,other_hypoxemia,8,5,0,2,0,133.0,58.0,1,generator_only,18
5068,district_hospital,O2_0118,rural,129,0,0,0,0,cylinder_portable,0,0,5.2,0,4,3,7,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,2,9,pneumonia_adult,0,9,0,5,3,134.0,170.0,0,grid_unreliable,0
5069,district_hospital,O2_0110,urban,61,0,0,0,0,cylinder_portable,0,0,1.8,0,2,1,0,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,4,10,pneumonia_child,0,10,0,4,3,142.0,24.0,1,grid_reliable,3
5070,district_hospital,O2_0136,rural,56,0,0,0,0,cylinder_piped,0,0,1.4,0,8,5,109,0,1,1,0,1,1,0,not_applicable,2023,1,16,heart_failure,7,9,0,2,0,199.0,49.0,1,grid_unreliable,4
5071,district_hospital,O2_0018,rural,109,0,0,0,0,none,0,0,10.1,0,3,4,23,0,0,0,0,0,0,10,PSA_plant_breakdown,2022,2,16,pneumonia_child,0,16,0,8,3,262.0,67.0,1,generator_only,9
5072,district_hospital,O2_0147,peri_urban,47,0,0,1,0,cylinder_portable,0,0,2.8,0,2,5,5,0,1,0,0,0,0,29,cylinder_delivery_delay,2023,10,7,other_hypoxemia,0,7,0,2,1,220.0,8.0,0,generator_only,6
5073,district_hospital,O2_0163,peri_urban,96,0,1,0,0,none,0,0,7.1,1,4,4,25,0,1,1,0,0,0,1,piping_system_leak,2022,8,15,other_hypoxemia,0,15,0,5,1,140.0,16.0,1,grid_unreliable,7
5074,district_hospital,O2_0043,urban,84,0,0,0,0,cylinder_portable,0,0,2.7,0,0,1,28,0,0,0,0,1,1,0,not_applicable,2023,9,12,heart_failure,6,6,0,3,0,189.0,141.0,0,none,122
5075,district_hospital,O2_0079,peri_urban,47,0,0,0,0,cylinder_portable,0,0,0.3,0,7,1,47,0,0,0,0,0,0,25,concentrator_malfunction,2022,9,12,asthma_severe,0,12,0,4,6,249.0,7.0,0,generator_only,2
5076,district_hospital,O2_0001,urban,48,1,0,0,0,cylinder_portable,0,0,2.1,0,3,2,1,0,1,0,0,1,1,0,not_applicable,2023,3,13,pneumonia_child,8,5,1,1,0,210.0,132.0,0,solar,1
5077,district_hospital,O2_0042,peri_urban,6,0,0,0,0,cylinder_portable,0,0,13.1,0,3,6,21,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,11,15,neonatal_respiratory,0,15,0,12,3,263.0,3.0,0,none,13
5078,district_hospital,O2_0163,peri_urban,118,0,0,0,0,oxygen_concentrator,1,0,2.7,0,4,2,22,0,0,0,0,1,0,0,not_applicable,2021,2,9,neonatal_respiratory,2,7,1,5,0,99.0,110.0,0,grid_unreliable,0
5079,district_hospital,O2_0080,urban,167,0,0,0,0,cylinder_portable,0,0,9.4,0,3,4,4,0,1,0,0,0,0,1,empty_cylinders_not_collected,2023,12,17,sepsis,0,17,0,4,6,102.0,4.0,0,grid_unreliable,55
5080,district_hospital,O2_0025,rural,71,0,0,0,0,oxygen_concentrator,2,1,24.2,1,8,3,35,0,0,0,0,1,0,0,not_applicable,2023,11,16,neonatal_respiratory,3,13,0,6,0,189.0,31.0,1,generator_only,37
5081,district_hospital,O2_0179,rural,92,0,0,0,0,cylinder_piped,0,0,4.8,0,1,5,9,0,0,0,0,0,0,8,concentrator_malfunction,2024,3,11,pneumonia_adult,0,11,0,4,3,161.0,63.0,0,none,13
5082,district_hospital,O2_0020,urban,60,0,0,0,0,cylinder_portable,0,0,3.2,1,1,4,3,0,0,0,0,1,0,2,supplier_stockout,2021,3,17,trauma,3,14,0,9,0,270.0,8.0,1,none,21
5083,district_hospital,O2_0052,peri_urban,86,0,0,0,0,oxygen_concentrator,4,2,0.1,0,3,2,0,0,1,0,0,0,0,1,funding_for_refill,2023,11,11,heart_failure,0,11,0,6,4,280.0,31.0,0,grid_unreliable,29
5084,district_hospital,O2_0023,peri_urban,99,0,0,0,0,LOX_bulk_tank,0,0,7.1,0,2,6,8,0,0,0,0,0,0,30,demand_surge,2021,3,9,heart_failure,0,9,0,5,3,102.0,119.0,0,solar,8
5085,district_hospital,O2_0138,peri_urban,23,0,0,0,0,oxygen_concentrator,3,1,0.5,0,1,0,0,0,0,0,0,1,1,0,not_applicable,2023,2,13,surgical_anaesthesia,5,8,1,2,0,60.0,34.0,1,none,12
5086,district_hospital,O2_0025,rural,56,0,0,0,0,cylinder_piped,0,0,15.3,0,2,3,39,0,0,0,0,1,1,0,not_applicable,2022,9,14,pneumonia_child,6,8,1,5,0,278.0,21.0,0,none,5
5087,district_hospital,O2_0127,peri_urban,50,0,0,0,0,cylinder_piped,0,0,8.4,0,3,6,14,0,1,1,0,0,0,3,funding_for_refill,2021,2,14,heart_failure,0,14,0,9,3,146.0,61.0,1,grid_unreliable,4
5088,district_hospital,O2_0136,rural,65,0,0,0,0,cylinder_piped,0,0,5.5,0,4,3,16,0,1,0,0,0,0,14,PSA_plant_breakdown,2022,3,18,surgical_anaesthesia,0,18,0,7,4,140.0,119.0,1,grid_reliable,0
5089,district_hospital,O2_0142,rural,71,0,0,0,0,none,0,0,5.5,0,3,4,31,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,4,17,COPD_exacerbation,0,17,0,9,3,136.0,342.0,1,grid_unreliable,0
5090,district_hospital,O2_0096,rural,144,0,0,0,0,oxygen_concentrator,3,1,3.8,0,2,2,46,0,0,0,0,0,0,21,PSA_plant_breakdown,2022,3,21,pneumonia_child,0,21,0,10,5,249.0,26.0,0,none,1
5091,district_hospital,O2_0080,rural,24,0,0,0,0,LOX_bulk_tank,0,0,7.2,0,2,2,21,0,1,0,0,1,1,0,not_applicable,2021,12,12,COVID19_severe,8,4,1,3,0,140.0,221.0,1,grid_unreliable,22
5092,district_hospital,O2_0062,urban,54,0,0,0,0,oxygen_concentrator,2,1,13.3,0,3,1,0,0,1,1,0,0,0,6,funding_for_refill,2023,12,7,pneumonia_adult,0,7,0,1,0,129.0,6.0,0,generator_only,6
5093,district_hospital,O2_0165,peri_urban,77,0,0,0,0,cylinder_portable,0,0,1.2,1,4,1,0,0,1,0,0,0,0,1,concentrator_malfunction,2024,12,5,pneumonia_adult,0,5,0,2,1,248.0,18.0,1,generator_only,14
5094,district_hospital,O2_0009,peri_urban,30,0,0,0,0,oxygen_concentrator,2,0,0.6,0,5,6,8,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,3,18,COVID19_severe,0,18,0,9,4,227.0,50.0,0,grid_unreliable,8
5095,district_hospital,O2_0190,urban,119,0,0,0,0,cylinder_piped,0,0,4.6,0,2,5,18,0,1,0,0,0,0,3,funding_for_refill,2024,6,13,heart_failure,0,13,0,5,3,338.0,83.0,1,grid_unreliable,24
5096,district_hospital,O2_0157,urban,29,0,0,0,0,none,0,0,6.1,0,3,5,2,0,0,0,0,0,0,26,power_outage,2024,11,8,surgical_anaesthesia,0,8,0,4,3,175.0,7.0,1,none,4
5097,district_hospital,O2_0044,urban,5,0,0,0,0,none,0,0,1.3,1,2,10,27,0,1,1,0,0,0,9,funding_for_refill,2024,9,12,COPD_exacerbation,0,12,0,6,5,243.0,54.0,0,none,2
5098,district_hospital,O2_0089,rural,128,0,0,0,0,cylinder_portable,0,0,10.0,0,1,6,4,0,1,0,0,1,1,0,not_applicable,2022,10,13,sepsis,7,6,0,2,0,168.0,125.0,0,solar,2
5099,district_hospital,O2_0013,urban,52,0,0,0,0,cylinder_portable,3,1,2.3,0,3,8,6,0,0,0,0,1,1,0,not_applicable,2021,1,6,severe_malaria,2,4,0,0,0,144.0,60.0,0,none,35
5100,district_hospital,O2_0170,rural,63,0,0,0,0,oxygen_concentrator,1,0,3.3,0,2,5,18,0,1,0,0,0,0,5,cylinder_delivery_delay,2022,2,14,neonatal_respiratory,0,14,0,8,4,238.0,49.0,1,grid_unreliable,3
5101,district_hospital,O2_0102,urban,94,0,0,0,0,none,0,0,4.4,0,2,1,17,0,1,1,1,0,0,21,cylinder_delivery_delay,2024,12,14,COPD_exacerbation,0,14,0,6,6,226.0,34.0,1,none,57
5102,district_hospital,O2_0187,rural,119,0,0,0,0,cylinder_piped,1,0,7.9,0,3,2,2,0,0,0,0,0,0,27,concentrator_malfunction,2023,8,12,COPD_exacerbation,0,12,0,3,2,76.0,5.0,1,none,5
5103,district_hospital,O2_0113,rural,5,0,0,0,0,cylinder_piped,3,1,1.0,0,3,2,48,0,1,1,0,0,0,3,cylinder_delivery_delay,2021,11,16,COPD_exacerbation,0,16,0,4,4,110.0,5.0,0,generator_only,9
5104,district_hospital,O2_0007,peri_urban,8,0,0,0,0,cylinder_portable,0,0,6.5,0,3,2,55,0,0,0,0,1,1,0,not_applicable,2023,5,11,COVID19_severe,5,6,0,4,0,152.0,25.0,0,grid_unreliable,12
5105,district_hospital,O2_0068,peri_urban,103,0,0,0,0,oxygen_concentrator,1,0,6.9,1,2,7,10,0,0,0,0,1,1,0,not_applicable,2023,6,8,asthma_severe,1,7,1,3,0,300.0,83.0,1,generator_only,12
5106,district_hospital,O2_0108,urban,117,0,1,0,0,cylinder_piped,0,0,0.2,0,6,3,17,0,1,0,0,1,1,0,not_applicable,2023,8,5,trauma,1,4,1,3,0,160.0,10.0,1,grid_unreliable,11
5107,district_hospital,O2_0103,peri_urban,124,0,1,0,0,oxygen_concentrator,0,0,5.6,0,4,0,12,0,1,0,0,1,1,0,not_applicable,2023,4,17,neonatal_respiratory,3,14,0,8,0,0.0,44.0,1,grid_unreliable,23
5108,district_hospital,O2_0163,peri_urban,21,0,0,0,0,LOX_bulk_tank,0,0,10.2,1,0,2,2,0,0,0,0,1,1,0,not_applicable,2024,7,10,severe_malaria,5,5,0,3,0,108.0,15.0,0,none,5
5109,district_hospital,O2_0036,rural,150,0,0,0,0,cylinder_portable,0,0,7.9,0,0,7,26,0,0,0,0,0,0,18,power_outage,2022,4,15,COVID19_severe,0,15,0,9,5,231.0,9.0,0,grid_reliable,31
5110,district_hospital,O2_0166,rural,60,0,1,0,0,cylinder_portable,1,0,8.7,0,2,5,34,0,0,0,0,0,0,9,concentrator_malfunction,2024,10,17,pneumonia_child,0,17,0,7,8,202.0,18.0,0,grid_unreliable,0
5111,district_hospital,O2_0100,peri_urban,131,0,0,0,0,oxygen_concentrator,6,3,2.1,1,2,3,15,0,1,0,0,1,1,2,concentrator_malfunction,2024,3,17,COVID19_severe,6,11,1,4,0,103.0,75.0,1,grid_reliable,40
5112,district_hospital,O2_0039,rural,35,0,0,0,0,oxygen_concentrator,2,0,1.1,1,2,4,15,0,0,0,0,1,1,0,not_applicable,2024,2,16,surgical_anaesthesia,2,14,0,10,0,311.0,17.0,1,grid_reliable,4
5113,district_hospital,O2_0171,peri_urban,27,0,0,0,0,cylinder_portable,2,1,0.6,0,3,4,11,0,0,0,0,1,1,0,not_applicable,2023,12,16,heart_failure,9,7,1,1,0,258.0,10.0,0,grid_unreliable,10
5114,district_hospital,O2_0032,peri_urban,85,0,0,0,0,oxygen_concentrator,1,0,9.7,0,3,2,30,0,0,0,0,0,0,1,PSA_plant_breakdown,2022,9,15,sepsis,0,15,0,8,5,239.0,18.0,0,grid_unreliable,3
5115,district_hospital,O2_0172,rural,16,0,0,0,0,cylinder_portable,1,0,2.5,0,6,5,0,0,0,0,0,0,0,5,demand_surge,2022,7,10,pneumonia_child,0,10,0,7,1,206.0,14.0,0,grid_unreliable,17
5116,district_hospital,O2_0061,peri_urban,80,0,0,0,0,none,0,0,2.3,0,5,3,0,0,0,0,0,0,0,30,regulator_valve_failure,2024,1,11,pneumonia_adult,0,11,0,6,5,221.0,47.0,0,grid_reliable,5
5117,district_hospital,O2_0109,rural,84,0,0,0,0,oxygen_concentrator,1,0,2.7,0,2,3,42,0,1,1,1,1,0,0,not_applicable,2021,3,10,other_hypoxemia,4,6,0,3,0,262.0,38.0,0,grid_unreliable,14
5118,district_hospital,O2_0077,peri_urban,55,0,1,0,0,cylinder_piped,0,0,2.3,0,5,3,6,0,0,0,0,1,0,1,power_outage,2022,9,12,neonatal_respiratory,5,7,0,5,0,311.0,8.0,0,none,29
5119,district_hospital,O2_0186,rural,7,0,0,0,1,oxygen_concentrator,3,1,0.2,1,3,8,5,0,0,0,0,0,0,1,concentrator_malfunction,2023,11,13,severe_malaria,0,13,0,7,4,188.0,85.0,0,none,97
5120,district_hospital,O2_0057,rural,73,0,0,0,0,cylinder_portable,2,0,8.7,0,3,5,22,0,0,0,0,0,0,18,cylinder_delivery_delay,2022,6,8,surgical_anaesthesia,0,8,0,3,2,243.0,267.0,0,solar,4
5121,district_hospital,O2_0040,rural,97,0,1,0,0,cylinder_portable,0,0,1.5,0,1,4,61,0,0,0,0,1,1,0,not_applicable,2023,4,8,pneumonia_child,4,4,1,1,0,200.0,8.0,0,solar,0
5122,district_hospital,O2_0063,rural,10,0,0,0,0,oxygen_concentrator,0,0,3.3,0,4,10,1,0,0,0,0,0,0,22,concentrator_malfunction,2023,11,16,pneumonia_child,0,16,0,5,3,321.0,22.0,1,none,34
5123,district_hospital,O2_0064,peri_urban,55,0,0,0,0,cylinder_portable,0,0,6.2,0,4,1,9,0,1,0,0,0,0,1,empty_cylinders_not_collected,2022,9,7,asthma_severe,0,7,0,3,2,146.0,14.0,1,none,10
5124,district_hospital,O2_0053,rural,81,1,0,0,0,LOX_bulk_tank,0,0,6.3,1,2,4,20,0,0,0,0,1,1,0,not_applicable,2024,6,16,trauma,9,7,1,4,0,128.0,11.0,0,grid_unreliable,14
5125,district_hospital,O2_0002,rural,41,0,0,0,0,cylinder_piped,0,0,4.3,0,4,3,28,0,0,0,0,0,0,1,funding_for_refill,2022,7,13,pneumonia_adult,0,13,0,5,5,218.0,36.0,1,grid_unreliable,32
5126,district_hospital,O2_0144,urban,32,0,0,0,1,oxygen_concentrator,1,0,2.2,1,5,4,7,0,1,1,0,0,0,6,supplier_stockout,2024,3,12,asthma_severe,0,12,0,3,3,257.0,31.0,0,generator_only,56
5127,district_hospital,O2_0071,rural,5,0,0,0,0,cylinder_portable,2,0,6.3,0,4,4,18,0,0,0,0,0,0,4,regulator_valve_failure,2023,3,12,COPD_exacerbation,0,12,0,9,4,180.0,5.0,0,grid_unreliable,1
5128,district_hospital,O2_0013,urban,90,0,0,0,0,cylinder_piped,2,0,11.4,0,1,3,29,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,1,17,COPD_exacerbation,0,17,0,7,8,99.0,12.0,1,grid_unreliable,54
5129,district_hospital,O2_0163,rural,60,0,0,0,0,cylinder_portable,0,0,4.5,0,2,1,11,0,1,1,0,1,0,4,funding_for_refill,2024,9,10,neonatal_respiratory,4,6,1,1,0,136.0,53.0,1,grid_reliable,14
5130,district_hospital,O2_0004,rural,31,0,0,0,0,cylinder_piped,0,0,0.7,0,2,7,88,0,0,0,0,0,0,4,cylinder_delivery_delay,2021,9,11,surgical_anaesthesia,0,11,0,7,0,257.0,58.0,1,grid_unreliable,6
5131,district_hospital,O2_0093,peri_urban,14,0,0,0,0,PSA_plant_onsite,0,0,6.6,0,5,5,10,1,0,0,0,0,0,21,power_outage,2024,11,18,severe_malaria,0,18,0,10,5,241.0,37.0,0,none,15
5132,district_hospital,O2_0055,rural,25,0,0,0,0,oxygen_concentrator,3,1,10.7,0,4,4,5,0,1,1,1,0,0,17,power_outage,2023,12,11,neonatal_respiratory,0,11,0,4,5,105.0,34.0,0,grid_unreliable,1
5133,district_hospital,O2_0160,peri_urban,31,0,0,0,0,oxygen_concentrator,2,0,5.7,1,1,2,24,0,0,0,0,0,0,13,piping_system_leak,2023,11,8,other_hypoxemia,0,8,0,5,2,187.0,69.0,0,solar,4
5134,district_hospital,O2_0155,urban,60,0,0,0,0,none,0,0,9.4,0,3,3,23,0,1,1,0,0,0,19,power_outage,2023,1,14,surgical_anaesthesia,0,14,0,9,6,229.0,36.0,0,generator_only,17
5135,district_hospital,O2_0066,peri_urban,74,0,0,0,0,oxygen_concentrator,1,0,10.4,0,3,5,1,0,1,0,0,1,1,0,not_applicable,2021,8,8,asthma_severe,1,7,0,2,0,200.0,130.0,1,none,34
5136,district_hospital,O2_0102,urban,34,0,0,0,0,oxygen_concentrator,1,0,1.9,0,6,2,0,0,0,0,0,0,0,22,cylinder_delivery_delay,2022,1,12,COVID19_severe,0,12,0,4,3,89.0,68.0,1,solar,3
5137,district_hospital,O2_0116,urban,113,0,0,0,0,oxygen_concentrator,2,1,1.2,0,2,4,5,0,0,0,0,0,0,20,funding_for_refill,2023,11,8,COVID19_severe,0,8,0,3,3,182.0,99.0,0,none,3
5138,district_hospital,O2_0191,peri_urban,9,0,0,0,0,oxygen_concentrator,2,0,11.6,0,3,6,11,0,0,0,0,1,0,4,funding_for_refill,2024,7,16,pneumonia_child,6,10,0,7,0,175.0,193.0,0,grid_reliable,7
5139,district_hospital,O2_0113,rural,5,0,0,0,0,cylinder_portable,0,0,2.3,0,2,3,4,0,1,1,1,1,1,0,not_applicable,2022,1,11,surgical_anaesthesia,5,6,1,3,0,201.0,105.0,0,grid_unreliable,7
5140,district_hospital,O2_0180,peri_urban,45,0,0,0,0,oxygen_concentrator,1,0,0.7,0,3,3,1,0,1,0,0,0,0,3,concentrator_malfunction,2022,10,10,COVID19_severe,0,10,0,5,0,178.0,68.0,0,solar,29
5141,district_hospital,O2_0012,peri_urban,173,0,0,0,1,oxygen_concentrator,1,0,2.0,1,7,3,5,0,0,0,0,0,0,13,power_outage,2024,5,12,neonatal_respiratory,0,12,0,5,3,333.0,78.0,0,grid_unreliable,15
5142,district_hospital,O2_0057,peri_urban,94,0,0,0,0,oxygen_concentrator,1,0,1.4,1,5,6,22,0,1,1,0,0,0,30,cylinder_delivery_delay,2024,3,17,trauma,0,17,0,5,0,179.0,5.0,1,grid_unreliable,11
5143,district_hospital,O2_0079,peri_urban,103,0,0,0,0,cylinder_portable,4,2,2.5,0,3,4,121,0,0,0,0,1,1,0,not_applicable,2024,10,7,pneumonia_adult,1,6,1,0,0,6.0,37.0,1,grid_unreliable,5
5144,district_hospital,O2_0062,rural,5,0,0,0,0,cylinder_portable,0,0,14.1,0,0,7,16,0,0,0,0,0,0,6,cylinder_delivery_delay,2021,4,13,COVID19_severe,0,13,0,5,4,158.0,91.0,0,grid_unreliable,6
5145,district_hospital,O2_0006,peri_urban,67,0,0,0,0,none,2,0,1.5,0,3,4,3,0,0,0,0,1,0,0,not_applicable,2023,5,11,severe_malaria,4,7,0,2,0,189.0,17.0,0,generator_only,5
5146,district_hospital,O2_0031,rural,25,0,0,0,0,cylinder_portable,0,0,1.4,0,3,5,11,0,1,1,0,0,0,10,demand_surge,2023,1,9,neonatal_respiratory,0,9,0,6,0,215.0,72.0,0,solar,3
5147,district_hospital,O2_0146,rural,29,0,0,0,0,oxygen_concentrator,2,1,26.4,0,4,4,4,0,1,0,0,1,1,0,not_applicable,2023,8,11,pneumonia_child,5,6,0,3,0,140.0,43.0,1,generator_only,15
5148,district_hospital,O2_0018,urban,31,0,0,0,0,none,0,0,6.1,1,1,3,4,0,0,0,0,1,1,0,not_applicable,2024,3,7,pneumonia_child,3,4,0,1,0,277.0,10.0,0,generator_only,21
5149,district_hospital,O2_0167,rural,15,0,0,0,0,cylinder_portable,0,0,0.7,0,5,5,41,0,1,1,1,1,0,1,concentrator_malfunction,2024,11,17,COVID19_severe,7,10,1,5,0,320.0,35.0,0,generator_only,13
5150,district_hospital,O2_0011,peri_urban,67,0,0,0,0,cylinder_portable,0,0,7.6,0,4,2,5,0,1,0,0,0,0,9,no_oxygen_source,2024,4,4,sepsis,0,4,0,2,1,195.0,0.0,0,grid_reliable,29
5151,district_hospital,O2_0077,rural,57,0,0,0,0,oxygen_concentrator,5,2,4.4,0,1,8,21,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,9,6,COVID19_severe,0,6,0,4,0,158.0,101.0,0,none,6
5152,district_hospital,O2_0185,peri_urban,109,0,0,0,0,cylinder_portable,0,0,15.1,0,2,7,6,0,0,0,0,0,0,30,funding_for_refill,2024,7,15,heart_failure,0,15,0,3,2,142.0,28.0,0,none,15
5153,district_hospital,O2_0081,peri_urban,8,0,0,0,0,none,0,0,6.0,0,1,4,3,0,0,0,0,1,0,0,not_applicable,2023,6,11,pneumonia_adult,3,8,1,3,0,163.0,19.0,1,grid_unreliable,48
5154,district_hospital,O2_0188,peri_urban,17,0,0,0,0,oxygen_concentrator,1,0,5.6,0,5,2,37,0,0,0,0,1,1,0,not_applicable,2022,11,9,severe_malaria,3,6,0,4,0,152.0,60.0,1,grid_unreliable,40
5155,district_hospital,O2_0082,peri_urban,100,0,0,0,0,oxygen_concentrator,1,0,1.0,0,2,4,1,0,0,0,0,1,0,0,not_applicable,2021,3,10,other_hypoxemia,5,5,0,2,0,158.0,67.0,1,generator_only,3
5156,district_hospital,O2_0128,rural,34,0,0,0,0,cylinder_portable,0,0,9.1,0,3,5,2,0,0,0,0,1,1,0,not_applicable,2023,3,10,sepsis,5,5,0,2,0,303.0,67.0,0,grid_unreliable,17
5157,district_hospital,O2_0011,rural,30,0,0,0,0,cylinder_portable,0,0,3.4,0,4,5,5,0,0,0,0,1,0,0,not_applicable,2022,4,12,pneumonia_child,5,7,1,1,0,198.0,36.0,0,solar,8
5158,district_hospital,O2_0187,rural,21,0,0,0,0,oxygen_concentrator,3,1,2.6,0,3,6,3,0,1,0,0,0,0,23,power_outage,2022,3,16,severe_malaria,0,16,0,9,7,269.0,37.0,1,generator_only,15
5159,district_hospital,O2_0100,peri_urban,99,0,0,0,0,LOX_bulk_tank,0,0,4.7,0,2,6,13,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,9,13,COVID19_severe,0,13,0,2,4,205.0,8.0,0,grid_unreliable,8
5160,district_hospital,O2_0017,peri_urban,34,0,0,0,0,cylinder_portable,5,1,0.8,0,4,2,52,0,0,0,0,1,1,0,not_applicable,2022,3,10,trauma,6,4,0,1,0,268.0,6.0,1,solar,6
5161,district_hospital,O2_0165,urban,84,0,0,0,0,cylinder_portable,0,0,1.5,0,1,6,6,0,0,0,0,1,1,0,not_applicable,2024,11,12,sepsis,7,5,0,2,0,208.0,57.0,0,solar,11
5162,district_hospital,O2_0092,urban,80,0,0,0,0,none,0,0,15.1,0,3,2,41,0,1,0,0,0,0,4,demand_surge,2021,6,18,pneumonia_child,0,18,0,8,6,169.0,43.0,1,none,13
5163,district_hospital,O2_0052,rural,11,0,0,0,0,cylinder_portable,0,0,0.7,0,7,4,10,0,0,0,0,1,1,0,not_applicable,2024,8,14,asthma_severe,6,8,0,3,0,202.0,68.0,0,none,7
5164,district_hospital,O2_0127,rural,5,0,0,0,0,oxygen_concentrator,1,0,0.8,0,4,5,11,0,1,0,0,0,0,1,regulator_valve_failure,2022,5,11,pneumonia_child,0,11,0,7,4,100.0,17.0,0,grid_unreliable,1
5165,district_hospital,O2_0041,rural,87,0,0,0,0,none,0,0,4.7,0,2,6,82,0,1,1,0,1,1,0,not_applicable,2023,2,11,heart_failure,4,7,0,3,0,184.0,79.0,0,grid_unreliable,9
5166,district_hospital,O2_0019,urban,5,0,0,0,0,cylinder_portable,0,0,1.7,0,2,4,27,0,1,1,0,0,0,30,funding_for_refill,2021,12,15,neonatal_respiratory,0,15,0,5,5,273.0,13.0,1,generator_only,16
5167,district_hospital,O2_0085,rural,70,0,0,0,0,oxygen_concentrator,3,0,7.8,0,4,4,7,0,1,1,1,0,0,6,power_outage,2024,11,12,COVID19_severe,0,12,0,5,2,62.0,4.0,0,grid_reliable,42
5168,district_hospital,O2_0152,peri_urban,55,0,0,0,0,LOX_bulk_tank,1,0,11.9,0,1,2,24,0,0,0,0,0,0,14,concentrator_malfunction,2023,10,8,COVID19_severe,0,8,0,3,4,174.0,69.0,0,grid_unreliable,0
5169,district_hospital,O2_0070,rural,5,0,0,0,0,oxygen_concentrator,2,0,22.4,0,1,5,2,0,0,0,0,1,1,0,not_applicable,2024,5,7,COVID19_severe,4,3,1,1,0,143.0,14.0,0,grid_unreliable,8
5170,district_hospital,O2_0004,peri_urban,63,0,0,0,0,cylinder_portable,0,0,0.5,1,1,6,37,0,0,0,0,0,0,3,empty_cylinders_not_collected,2024,4,10,pneumonia_child,0,10,0,5,3,118.0,41.0,1,generator_only,0
5171,district_hospital,O2_0061,peri_urban,25,0,0,0,0,oxygen_concentrator,4,2,10.1,0,5,2,53,0,1,0,0,0,0,2,regulator_valve_failure,2024,6,7,pneumonia_child,0,7,0,5,3,310.0,8.0,1,grid_unreliable,45
5172,district_hospital,O2_0133,rural,23,0,0,0,0,oxygen_concentrator,2,0,0.1,0,1,4,4,0,0,0,0,1,1,0,not_applicable,2023,2,12,pneumonia_adult,8,4,0,1,0,195.0,92.0,0,grid_reliable,12
5173,district_hospital,O2_0179,peri_urban,47,0,0,0,0,oxygen_concentrator,4,0,2.1,1,3,8,9,0,0,0,0,0,0,4,funding_for_refill,2023,9,15,pneumonia_child,0,15,0,8,2,193.0,13.0,0,grid_reliable,9
5174,district_hospital,O2_0128,peri_urban,36,0,0,0,0,cylinder_piped,3,1,9.4,0,4,6,103,0,0,0,0,1,1,0,not_applicable,2022,9,14,trauma,5,9,1,5,0,97.0,49.0,0,solar,24
5175,district_hospital,O2_0005,peri_urban,28,0,0,0,0,oxygen_concentrator,2,1,0.3,0,1,5,6,0,1,1,0,0,0,6,concentrator_malfunction,2024,12,12,pneumonia_adult,0,12,0,4,4,112.0,55.0,1,grid_unreliable,3
5176,district_hospital,O2_0092,peri_urban,123,0,0,0,0,oxygen_concentrator,3,0,7.3,0,1,4,33,0,0,0,0,1,1,2,regulator_valve_failure,2021,1,13,pneumonia_adult,5,8,0,3,0,192.0,11.0,1,grid_unreliable,19
5177,district_hospital,O2_0196,rural,5,0,0,0,0,oxygen_concentrator,1,0,0.1,0,6,5,6,0,1,1,0,0,0,16,cylinder_delivery_delay,2023,4,11,heart_failure,0,11,0,1,2,249.0,80.0,0,grid_reliable,13
5178,district_hospital,O2_0121,peri_urban,90,0,0,0,0,cylinder_portable,0,0,2.7,0,5,1,18,0,1,1,0,1,0,0,not_applicable,2022,12,11,neonatal_respiratory,0,11,0,4,0,321.0,6.0,1,grid_unreliable,7
5179,district_hospital,O2_0092,urban,94,0,0,0,0,LOX_bulk_tank,0,0,6.7,0,2,9,8,0,0,0,0,1,0,0,not_applicable,2022,9,20,pneumonia_child,9,11,1,4,0,173.0,29.0,0,grid_reliable,14
5180,district_hospital,O2_0118,peri_urban,68,0,0,0,0,cylinder_portable,0,0,0.3,0,5,1,2,0,1,0,0,0,0,5,demand_surge,2021,5,17,surgical_anaesthesia,0,17,0,4,5,306.0,7.0,1,none,21
5181,district_hospital,O2_0103,rural,5,0,0,0,0,oxygen_concentrator,1,0,0.5,0,2,4,14,0,1,1,0,0,0,4,power_outage,2023,2,11,trauma,0,11,0,10,2,222.0,10.0,1,solar,0
5182,district_hospital,O2_0130,rural,71,0,0,0,0,oxygen_concentrator,1,0,0.9,0,2,3,13,0,0,0,0,0,0,24,concentrator_malfunction,2023,7,10,neonatal_respiratory,0,10,0,3,6,199.0,93.0,0,none,3
5183,district_hospital,O2_0151,rural,5,0,0,0,0,cylinder_portable,4,2,2.6,1,1,6,14,0,0,0,0,1,1,0,not_applicable,2024,10,14,COVID19_severe,11,3,1,1,0,235.0,57.0,0,generator_only,37
5184,district_hospital,O2_0034,peri_urban,56,0,1,0,0,oxygen_concentrator,2,0,3.2,0,2,0,25,0,0,0,0,1,1,0,not_applicable,2023,9,8,pneumonia_child,3,5,0,3,0,216.0,25.0,0,grid_reliable,24
5185,district_hospital,O2_0052,urban,103,0,0,0,0,none,4,0,15.7,0,1,5,16,0,1,1,0,0,0,30,concentrator_malfunction,2022,1,12,pneumonia_child,0,12,0,4,2,175.0,33.0,0,none,26
5186,district_hospital,O2_0082,rural,73,0,0,0,0,LOX_bulk_tank,0,0,2.7,0,3,1,24,0,1,0,0,0,0,30,concentrator_malfunction,2022,7,14,heart_failure,0,14,0,8,3,128.0,1.0,1,grid_unreliable,0
5187,district_hospital,O2_0141,peri_urban,18,0,0,1,0,cylinder_piped,0,0,0.3,0,2,4,36,0,0,0,0,1,0,0,not_applicable,2022,6,15,neonatal_respiratory,6,9,0,5,0,48.0,57.0,0,grid_unreliable,1
5188,district_hospital,O2_0102,rural,80,0,0,0,0,none,0,0,3.1,0,1,3,1,0,0,0,0,1,0,0,not_applicable,2022,8,9,COVID19_severe,4,5,0,2,0,64.0,21.0,1,solar,31
5189,district_hospital,O2_0164,rural,71,0,0,0,0,oxygen_concentrator,2,0,4.0,0,4,3,12,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,12,17,pneumonia_child,0,17,0,9,5,248.0,52.0,0,solar,13
5190,district_hospital,O2_0172,peri_urban,54,0,0,0,0,oxygen_concentrator,3,2,0.7,0,7,3,100,0,0,0,0,0,0,1,concentrator_malfunction,2023,3,8,pneumonia_child,0,8,0,2,0,330.0,179.0,0,grid_reliable,1
5191,district_hospital,O2_0163,urban,31,0,0,0,0,cylinder_piped,0,0,6.0,0,2,4,25,0,1,0,0,1,1,0,not_applicable,2022,5,11,sepsis,3,8,0,4,0,214.0,90.0,0,grid_unreliable,3
5192,district_hospital,O2_0193,peri_urban,22,0,0,0,0,cylinder_portable,0,0,6.0,0,0,0,1,0,1,0,0,1,1,7,cylinder_delivery_delay,2023,7,12,heart_failure,3,9,0,6,0,406.0,62.0,0,generator_only,12
5193,district_hospital,O2_0181,peri_urban,56,0,0,1,0,oxygen_concentrator,2,1,1.9,0,4,3,39,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,2,12,neonatal_respiratory,0,12,0,6,2,191.0,15.0,0,none,28
5194,district_hospital,O2_0177,peri_urban,57,0,0,0,0,oxygen_concentrator,0,0,2.3,1,6,4,44,0,0,0,0,1,0,0,not_applicable,2021,2,12,pneumonia_adult,6,6,0,2,0,269.0,32.0,0,grid_unreliable,9
5195,district_hospital,O2_0108,rural,89,0,0,0,0,oxygen_concentrator,2,1,15.1,0,4,4,0,0,1,0,0,1,0,0,not_applicable,2022,9,13,neonatal_respiratory,5,8,0,4,0,174.0,43.0,0,grid_unreliable,0
5196,district_hospital,O2_0129,rural,92,0,0,0,0,oxygen_concentrator,0,0,4.2,0,5,6,22,0,0,0,0,0,0,5,concentrator_malfunction,2022,3,16,pneumonia_adult,0,16,0,8,3,151.0,20.0,0,grid_unreliable,3
5197,district_hospital,O2_0018,peri_urban,116,0,0,0,0,cylinder_piped,2,1,1.8,0,1,0,1,0,0,0,0,1,0,0,not_applicable,2024,3,11,COPD_exacerbation,4,7,1,3,0,124.0,2.0,0,grid_unreliable,1
5198,district_hospital,O2_0168,peri_urban,67,0,0,0,1,oxygen_concentrator,2,1,10.4,1,1,0,7,0,1,0,0,0,0,1,supplier_stockout,2021,2,19,other_hypoxemia,0,19,0,10,9,78.0,214.0,1,none,5
5199,district_hospital,O2_0020,rural,5,0,1,0,0,cylinder_portable,0,0,7.7,0,1,2,12,0,1,0,0,1,1,0,not_applicable,2022,2,14,neonatal_respiratory,4,10,1,7,0,97.0,123.0,0,grid_unreliable,29
5200,district_hospital,O2_0018,peri_urban,119,0,0,0,0,oxygen_concentrator,2,0,2.3,0,2,1,115,0,0,0,0,0,0,3,regulator_valve_failure,2023,3,8,heart_failure,0,8,0,6,4,187.0,31.0,0,grid_unreliable,27
5201,district_hospital,O2_0082,rural,12,0,0,0,0,oxygen_concentrator,4,2,6.2,0,1,3,34,0,0,0,0,0,0,15,cylinder_delivery_delay,2022,8,5,pneumonia_adult,0,5,0,2,1,0.0,18.0,0,solar,3
5202,district_hospital,O2_0060,urban,142,0,0,1,0,cylinder_piped,0,0,8.9,1,1,5,54,0,0,0,0,0,0,8,cylinder_delivery_delay,2022,9,9,COPD_exacerbation,0,9,0,4,5,389.0,6.0,1,none,36
5203,district_hospital,O2_0010,urban,43,0,0,0,0,oxygen_concentrator,1,0,2.7,1,3,7,5,0,0,0,0,1,1,0,not_applicable,2022,7,12,trauma,5,7,0,3,0,156.0,63.0,0,grid_reliable,6
5204,district_hospital,O2_0071,urban,95,0,0,0,0,PSA_plant_onsite,0,0,4.4,0,4,2,5,0,0,0,0,0,0,28,regulator_valve_failure,2021,8,11,sepsis,0,11,0,6,0,218.0,44.0,1,grid_unreliable,9
5205,district_hospital,O2_0039,rural,88,0,0,0,0,cylinder_piped,0,0,14.5,0,5,5,42,0,1,1,0,0,0,16,concentrator_malfunction,2024,3,12,heart_failure,0,12,0,6,4,107.0,20.0,0,none,18
5206,district_hospital,O2_0155,urban,59,0,1,0,0,cylinder_portable,0,0,3.6,0,4,6,0,0,0,0,0,1,1,0,not_applicable,2022,10,15,other_hypoxemia,2,13,0,5,0,228.0,9.0,1,solar,2
5207,district_hospital,O2_0138,urban,43,0,1,0,0,cylinder_piped,0,0,1.0,0,1,2,14,0,1,1,0,0,0,1,cylinder_delivery_delay,2021,11,8,neonatal_respiratory,0,8,0,5,3,165.0,19.0,0,none,17
5208,district_hospital,O2_0126,rural,94,0,0,0,0,LOX_bulk_tank,0,0,3.8,0,4,5,2,0,1,0,0,0,0,1,supplier_stockout,2022,4,15,COPD_exacerbation,0,15,0,8,2,228.0,51.0,1,generator_only,3
5209,district_hospital,O2_0164,rural,111,0,0,0,0,none,0,0,0.3,0,2,4,25,0,1,1,0,1,0,1,PSA_plant_breakdown,2023,4,8,surgical_anaesthesia,4,4,0,1,0,162.0,52.0,1,grid_unreliable,6
5210,district_hospital,O2_0166,peri_urban,43,0,0,0,0,cylinder_portable,0,0,2.7,0,2,4,20,0,1,1,0,1,1,0,not_applicable,2021,6,11,sepsis,4,7,1,2,0,82.0,76.0,1,none,4
5211,district_hospital,O2_0192,urban,25,0,0,0,0,cylinder_portable,0,0,2.3,0,4,4,31,0,0,0,0,0,0,2,supplier_stockout,2022,4,12,pneumonia_adult,0,12,0,6,4,0.0,35.0,0,grid_unreliable,12
5212,district_hospital,O2_0083,rural,97,0,0,0,0,cylinder_portable,0,0,1.9,0,4,5,27,0,1,0,0,1,0,0,not_applicable,2022,10,10,asthma_severe,3,7,0,4,0,263.0,52.0,0,grid_unreliable,28
5213,district_hospital,O2_0051,peri_urban,82,0,0,0,0,cylinder_portable,0,0,1.0,0,2,1,15,0,1,1,1,0,0,12,power_outage,2023,2,14,severe_malaria,0,14,0,4,0,141.0,47.0,0,grid_unreliable,0
5214,district_hospital,O2_0179,peri_urban,119,0,0,0,0,oxygen_concentrator,3,1,8.8,0,0,3,4,0,0,0,0,1,1,1,power_outage,2024,10,11,pneumonia_adult,3,8,0,4,0,222.0,4.0,0,grid_unreliable,16
5215,district_hospital,O2_0084,urban,81,0,0,0,0,oxygen_concentrator,2,0,3.5,0,5,2,15,0,0,0,0,0,0,13,concentrator_malfunction,2022,2,15,COPD_exacerbation,0,15,0,6,6,211.0,19.0,1,generator_only,41
5216,district_hospital,O2_0168,urban,142,0,0,0,0,none,0,0,0.2,0,2,8,34,0,0,0,0,0,0,17,concentrator_malfunction,2022,11,15,trauma,0,15,0,9,2,211.0,21.0,0,none,50
5217,district_hospital,O2_0120,peri_urban,108,0,0,0,0,cylinder_portable,0,0,7.6,0,6,3,7,0,0,0,0,1,1,0,not_applicable,2023,11,15,sepsis,10,5,0,4,0,127.0,13.0,1,grid_unreliable,0
5218,district_hospital,O2_0128,urban,30,0,0,0,0,none,0,0,1.8,0,4,5,1,0,1,1,0,0,0,30,PSA_plant_breakdown,2024,4,7,surgical_anaesthesia,0,7,0,3,2,158.0,29.0,0,grid_reliable,7
5219,district_hospital,O2_0065,rural,7,0,0,1,0,oxygen_concentrator,5,0,9.0,0,8,4,12,0,0,0,0,1,1,1,demand_surge,2024,11,10,neonatal_respiratory,3,7,0,2,0,112.0,27.0,0,solar,19
5220,district_hospital,O2_0128,peri_urban,114,0,0,0,0,oxygen_concentrator,1,0,2.6,1,2,4,13,0,0,0,0,0,0,7,empty_cylinders_not_collected,2023,7,13,severe_malaria,0,13,0,5,0,149.0,64.0,1,generator_only,8
5221,district_hospital,O2_0164,urban,62,0,0,0,0,oxygen_concentrator,3,1,3.5,0,3,6,6,0,0,0,0,0,0,3,cylinder_delivery_delay,2021,5,12,COPD_exacerbation,0,12,0,8,2,296.0,3.0,0,grid_unreliable,15
5222,district_hospital,O2_0025,peri_urban,50,0,0,0,0,none,0,0,2.4,0,4,5,25,0,1,0,0,1,0,0,not_applicable,2022,6,11,neonatal_respiratory,4,7,0,4,0,164.0,74.0,0,grid_unreliable,4
5223,district_hospital,O2_0176,rural,170,0,0,0,0,cylinder_portable,5,3,5.5,0,0,4,18,0,0,0,0,0,0,12,cylinder_delivery_delay,2024,6,16,asthma_severe,0,16,0,5,3,235.0,20.0,0,grid_unreliable,8
5224,district_hospital,O2_0030,rural,75,0,0,0,0,cylinder_piped,0,0,2.4,0,5,7,11,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,8,10,surgical_anaesthesia,0,10,0,6,5,176.0,6.0,1,grid_unreliable,7
5225,district_hospital,O2_0106,peri_urban,91,0,0,0,0,none,0,0,0.5,0,2,7,5,0,0,0,0,1,1,0,not_applicable,2023,4,11,pneumonia_child,6,5,0,2,0,257.0,17.0,0,generator_only,6
5226,district_hospital,O2_0147,peri_urban,106,0,0,0,0,oxygen_concentrator,3,1,8.4,0,2,5,33,0,1,0,0,0,0,11,supplier_stockout,2024,6,11,trauma,0,11,0,7,2,162.0,6.0,0,generator_only,4
5227,district_hospital,O2_0031,rural,77,0,0,0,0,cylinder_portable,0,0,9.6,0,2,7,0,0,1,1,0,0,0,4,cylinder_delivery_delay,2024,10,13,COPD_exacerbation,0,13,0,5,3,196.0,76.0,0,solar,35
5228,district_hospital,O2_0041,rural,68,0,0,0,0,cylinder_portable,0,0,0.6,0,1,5,48,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,10,11,COVID19_severe,0,11,0,6,6,184.0,41.0,0,generator_only,7
5229,district_hospital,O2_0085,peri_urban,5,0,0,0,0,cylinder_piped,0,0,2.7,0,4,3,57,0,1,1,1,0,0,4,PSA_plant_breakdown,2024,5,18,pneumonia_adult,0,18,0,10,7,255.0,32.0,0,none,10
5230,district_hospital,O2_0106,urban,89,0,0,0,0,LOX_bulk_tank,0,0,1.7,0,3,1,41,0,1,1,1,1,1,0,not_applicable,2024,8,14,COVID19_severe,3,11,0,4,0,130.0,31.0,1,generator_only,32
5231,district_hospital,O2_0015,peri_urban,96,0,1,0,0,cylinder_portable,0,0,4.2,1,3,3,23,0,0,0,0,0,0,1,concentrator_malfunction,2024,8,9,trauma,0,9,0,4,3,170.0,3.0,1,grid_unreliable,13
5232,district_hospital,O2_0117,rural,15,0,0,0,0,oxygen_concentrator,0,0,0.4,0,2,5,33,0,0,0,0,0,0,14,power_outage,2023,5,13,neonatal_respiratory,0,13,0,7,1,223.0,13.0,0,grid_unreliable,33
5233,district_hospital,O2_0009,peri_urban,36,0,0,0,0,cylinder_piped,0,0,3.2,0,2,5,22,0,0,0,0,0,0,8,concentrator_malfunction,2024,12,8,trauma,0,8,0,3,0,154.0,30.0,0,grid_unreliable,5
5234,district_hospital,O2_0032,urban,8,0,0,0,0,cylinder_portable,0,0,1.1,0,1,0,28,0,0,0,0,1,1,0,not_applicable,2024,12,25,pneumonia_child,7,18,0,12,0,200.0,8.0,0,none,17
5235,district_hospital,O2_0128,peri_urban,5,0,1,0,0,cylinder_piped,3,2,2.4,0,4,7,6,0,1,0,0,1,1,0,not_applicable,2021,10,9,surgical_anaesthesia,4,5,1,3,0,166.0,34.0,1,solar,13
5236,district_hospital,O2_0196,peri_urban,89,1,0,0,0,none,2,0,3.6,0,2,7,2,0,0,0,0,1,0,0,not_applicable,2024,6,8,pneumonia_child,3,5,1,3,0,178.0,2.0,1,generator_only,3
5237,district_hospital,O2_0186,rural,124,0,0,0,0,cylinder_portable,0,0,6.4,1,1,2,4,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,7,9,pneumonia_child,0,9,0,5,1,125.0,6.0,0,grid_unreliable,50
5238,district_hospital,O2_0108,rural,141,0,0,0,0,cylinder_piped,0,0,11.9,0,2,4,5,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,10,17,asthma_severe,0,17,0,5,5,100.0,79.0,0,grid_unreliable,3
5239,district_hospital,O2_0023,rural,93,0,0,0,0,cylinder_piped,0,0,0.4,0,2,4,22,0,1,1,1,1,0,0,not_applicable,2024,2,14,COVID19_severe,8,6,0,1,0,379.0,37.0,0,none,0
5240,district_hospital,O2_0144,rural,108,0,0,0,0,oxygen_concentrator,1,0,7.1,0,2,2,17,0,0,0,0,0,0,12,regulator_valve_failure,2022,8,7,COPD_exacerbation,0,7,0,5,3,303.0,16.0,0,solar,12
5241,district_hospital,O2_0129,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,5.2,0,2,4,14,0,0,0,0,0,0,11,empty_cylinders_not_collected,2021,8,14,COVID19_severe,0,14,0,5,0,132.0,67.0,0,grid_unreliable,87
5242,district_hospital,O2_0107,rural,62,0,0,0,0,oxygen_concentrator,2,1,10.5,0,5,2,68,0,0,0,0,1,0,0,not_applicable,2021,12,9,surgical_anaesthesia,3,6,1,2,0,215.0,15.0,0,grid_unreliable,9
5243,district_hospital,O2_0172,peri_urban,115,1,0,0,0,none,0,0,10.9,0,3,3,18,0,0,0,0,0,0,18,concentrator_malfunction,2022,12,12,pneumonia_child,0,12,0,8,2,196.0,1.0,0,solar,2
5244,district_hospital,O2_0089,rural,21,0,0,0,0,cylinder_portable,0,0,2.4,0,5,2,27,0,1,1,1,0,0,8,power_outage,2022,6,11,COVID19_severe,0,11,0,0,3,239.0,3.0,0,none,11
5245,district_hospital,O2_0190,urban,67,0,0,0,0,cylinder_portable,0,0,19.8,0,3,7,11,0,1,0,0,1,1,0,not_applicable,2023,1,7,neonatal_respiratory,3,4,0,2,0,120.0,54.0,1,grid_unreliable,2
5246,district_hospital,O2_0043,rural,16,0,0,0,0,PSA_plant_onsite,0,0,5.4,0,1,3,6,0,0,0,0,1,1,0,not_applicable,2023,7,14,pneumonia_child,7,7,1,6,0,123.0,4.0,0,grid_reliable,61
5247,district_hospital,O2_0088,rural,16,0,0,0,0,oxygen_concentrator,1,0,2.1,0,1,4,1,0,1,0,0,1,0,0,not_applicable,2024,3,14,surgical_anaesthesia,8,6,1,2,0,256.0,31.0,0,grid_unreliable,38
5248,district_hospital,O2_0012,peri_urban,88,0,0,0,0,cylinder_piped,2,0,1.5,0,6,5,9,0,1,1,0,0,0,9,cylinder_delivery_delay,2022,2,15,severe_malaria,0,15,0,5,3,166.0,18.0,1,grid_unreliable,26
5249,district_hospital,O2_0084,peri_urban,70,0,0,0,0,oxygen_concentrator,5,4,2.0,1,2,3,12,0,1,0,0,1,1,0,not_applicable,2022,10,15,trauma,6,9,1,6,0,84.0,20.0,1,solar,16
5250,district_hospital,O2_0148,urban,5,0,0,0,0,oxygen_concentrator,3,0,0.5,0,3,6,20,0,0,0,0,0,0,3,PSA_plant_breakdown,2023,10,11,other_hypoxemia,0,11,0,4,3,124.0,5.0,0,solar,27
5251,district_hospital,O2_0045,urban,58,0,0,0,0,cylinder_portable,0,0,0.6,0,3,1,4,0,1,0,0,0,0,17,funding_for_refill,2023,3,15,COPD_exacerbation,0,15,0,8,0,164.0,101.0,1,grid_reliable,14
5252,district_hospital,O2_0138,rural,53,0,0,0,0,oxygen_concentrator,3,1,3.2,0,4,1,7,0,1,0,0,0,0,6,concentrator_malfunction,2022,2,8,neonatal_respiratory,0,8,0,4,2,191.0,6.0,0,grid_unreliable,0
5253,district_hospital,O2_0102,peri_urban,107,0,0,0,0,none,0,0,5.7,0,4,5,0,0,1,0,0,1,1,0,not_applicable,2021,10,10,COVID19_severe,3,7,0,4,0,231.0,61.0,1,solar,8
5254,district_hospital,O2_0112,peri_urban,5,0,0,0,0,cylinder_portable,0,0,10.0,0,3,5,107,0,0,0,0,0,0,12,concentrator_malfunction,2023,3,10,other_hypoxemia,0,10,0,5,6,214.0,129.0,0,grid_unreliable,11
5255,district_hospital,O2_0112,rural,50,0,0,0,0,oxygen_concentrator,2,0,1.2,0,3,2,6,0,1,0,0,0,0,6,power_outage,2022,7,10,other_hypoxemia,0,10,0,6,4,292.0,20.0,0,grid_unreliable,10
5256,district_hospital,O2_0173,urban,87,0,0,0,0,oxygen_concentrator,1,0,0.1,0,2,7,33,0,1,0,0,0,0,7,funding_for_refill,2023,5,12,sepsis,0,12,0,7,1,296.0,44.0,1,grid_unreliable,11
5257,district_hospital,O2_0106,rural,73,0,0,0,0,cylinder_piped,0,0,5.7,0,2,5,52,0,0,0,0,1,0,2,piping_system_leak,2023,10,15,COVID19_severe,7,8,1,5,0,285.0,3.0,1,solar,12
5258,district_hospital,O2_0118,urban,103,0,0,0,0,oxygen_concentrator,4,2,0.1,0,2,4,34,0,0,0,0,1,0,6,PSA_plant_breakdown,2023,10,9,sepsis,6,3,1,1,0,198.0,48.0,1,grid_unreliable,31
5259,district_hospital,O2_0027,peri_urban,14,0,0,0,0,cylinder_piped,0,0,3.0,0,4,4,9,0,0,0,0,0,0,13,demand_surge,2023,12,9,surgical_anaesthesia,0,9,0,4,2,358.0,52.0,1,grid_unreliable,15
5260,district_hospital,O2_0153,urban,24,0,0,0,1,none,0,0,4.9,1,5,6,1,0,1,1,0,1,1,0,not_applicable,2021,7,9,severe_malaria,1,8,1,3,0,310.0,49.0,0,none,21
5261,district_hospital,O2_0029,rural,48,0,0,0,0,cylinder_portable,0,0,20.0,0,5,6,2,0,1,0,0,0,0,4,no_oxygen_source,2023,5,17,severe_malaria,0,17,0,5,3,120.0,73.0,0,solar,14
5262,district_hospital,O2_0162,rural,5,0,0,0,0,none,0,0,13.3,0,2,2,22,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,4,10,sepsis,0,10,0,5,4,265.0,33.0,0,grid_unreliable,12
5263,district_hospital,O2_0002,peri_urban,118,0,0,0,0,cylinder_portable,0,0,3.1,0,1,7,10,0,0,0,0,1,1,0,not_applicable,2023,2,20,severe_malaria,8,12,1,8,0,198.0,51.0,0,none,15
5264,district_hospital,O2_0158,urban,6,0,0,0,0,cylinder_portable,0,0,0.3,0,2,7,13,0,0,0,0,0,0,15,demand_surge,2023,10,14,trauma,0,14,0,8,9,269.0,16.0,1,solar,17
5265,district_hospital,O2_0139,peri_urban,51,1,0,0,0,oxygen_concentrator,0,0,2.4,0,4,2,46,0,0,0,0,1,1,0,not_applicable,2022,4,13,pneumonia_adult,4,9,1,3,0,118.0,29.0,1,generator_only,3
5266,district_hospital,O2_0033,rural,96,0,0,0,1,PSA_plant_onsite,0,0,9.2,1,4,1,23,1,0,0,0,1,0,0,not_applicable,2023,10,13,neonatal_respiratory,6,7,1,1,0,87.0,78.0,1,grid_unreliable,61
5267,district_hospital,O2_0094,rural,98,0,0,0,0,none,0,0,10.6,0,6,4,5,0,0,0,0,1,1,0,not_applicable,2023,8,6,pneumonia_child,3,3,1,2,0,147.0,1.0,1,grid_reliable,8
5268,district_hospital,O2_0137,rural,135,0,0,1,0,oxygen_concentrator,1,0,3.3,0,4,5,7,0,0,0,0,1,1,0,not_applicable,2021,11,9,pneumonia_child,5,4,0,2,0,185.0,138.0,0,solar,4
5269,district_hospital,O2_0163,peri_urban,85,0,0,0,0,cylinder_piped,0,0,4.2,0,4,6,29,0,1,0,0,0,0,4,concentrator_malfunction,2021,4,16,COPD_exacerbation,0,16,0,6,5,94.0,403.0,1,none,13
5270,district_hospital,O2_0027,rural,5,0,0,0,0,oxygen_concentrator,0,0,1.2,0,2,5,15,0,0,0,0,0,0,22,regulator_valve_failure,2022,4,5,sepsis,0,5,0,3,2,73.0,11.0,1,solar,6
5271,district_hospital,O2_0001,rural,142,0,0,0,0,cylinder_piped,0,0,1.8,0,6,0,34,0,0,0,0,1,1,0,not_applicable,2022,4,8,pneumonia_adult,3,5,0,4,0,343.0,1.0,0,grid_unreliable,20
5272,district_hospital,O2_0092,urban,126,0,0,0,0,LOX_bulk_tank,0,0,1.6,0,2,1,37,0,0,0,0,1,0,0,not_applicable,2024,1,10,other_hypoxemia,4,6,0,2,0,56.0,71.0,0,none,48
5273,district_hospital,O2_0068,peri_urban,5,0,0,0,0,oxygen_concentrator,3,0,1.0,0,1,1,23,0,0,0,0,0,0,28,supplier_stockout,2023,4,9,sepsis,0,9,0,3,2,206.0,46.0,0,grid_unreliable,0
5274,district_hospital,O2_0168,rural,61,0,0,0,0,oxygen_concentrator,4,1,3.2,0,2,3,31,0,1,0,0,0,0,1,empty_cylinders_not_collected,2021,7,10,pneumonia_adult,0,10,0,4,2,225.0,107.0,1,grid_unreliable,7
5275,district_hospital,O2_0126,peri_urban,59,0,0,0,0,cylinder_portable,0,0,0.8,1,2,2,13,0,0,0,0,1,1,0,not_applicable,2021,8,9,other_hypoxemia,4,5,1,3,0,281.0,61.0,1,grid_unreliable,4
5276,district_hospital,O2_0113,urban,6,0,0,0,0,none,0,0,1.2,1,2,4,15,0,0,0,0,1,0,0,not_applicable,2022,6,15,pneumonia_adult,8,7,1,4,0,260.0,95.0,0,none,2
5277,district_hospital,O2_0013,rural,67,1,0,0,0,oxygen_concentrator,1,0,7.4,0,3,3,16,0,0,0,0,0,0,2,supplier_stockout,2023,7,17,surgical_anaesthesia,0,17,0,8,8,169.0,52.0,1,grid_reliable,39
5278,district_hospital,O2_0077,peri_urban,50,0,0,0,0,cylinder_portable,0,0,0.0,0,3,3,24,0,1,1,0,0,0,30,empty_cylinders_not_collected,2023,1,14,COVID19_severe,0,14,0,5,3,199.0,55.0,0,none,24
5279,district_hospital,O2_0017,peri_urban,5,0,0,0,0,cylinder_portable,0,0,1.5,0,1,9,74,0,0,0,0,1,1,0,not_applicable,2021,2,19,pneumonia_child,6,13,0,8,0,200.0,39.0,1,grid_unreliable,23
5280,district_hospital,O2_0078,rural,5,0,0,0,0,cylinder_portable,0,0,5.3,0,6,2,56,0,1,1,0,0,0,30,PSA_plant_breakdown,2024,1,14,trauma,0,14,0,9,4,179.0,84.0,1,none,1
5281,district_hospital,O2_0182,peri_urban,59,0,0,1,0,none,1,0,40.7,0,4,3,5,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,12,9,severe_malaria,0,9,0,5,1,113.0,1.0,1,none,19
5282,district_hospital,O2_0005,peri_urban,21,0,0,0,0,oxygen_concentrator,1,0,6.9,0,4,7,37,0,1,1,0,1,1,0,not_applicable,2023,1,11,COVID19_severe,4,7,0,5,0,159.0,34.0,0,generator_only,25
5283,district_hospital,O2_0068,rural,69,0,0,0,0,cylinder_piped,0,0,2.2,0,6,3,6,0,0,0,0,1,1,0,not_applicable,2024,12,10,severe_malaria,3,7,0,3,0,174.0,107.0,1,none,14
5284,district_hospital,O2_0097,rural,9,0,0,0,0,oxygen_concentrator,1,0,9.5,0,2,7,43,0,1,1,0,0,0,1,funding_for_refill,2024,11,10,neonatal_respiratory,0,10,0,4,3,172.0,125.0,0,none,3
5285,district_hospital,O2_0199,urban,53,0,1,0,0,cylinder_portable,0,0,7.7,0,4,5,14,0,0,0,0,0,0,1,supplier_stockout,2023,3,16,trauma,0,16,0,6,0,187.0,34.0,1,none,20
5286,district_hospital,O2_0102,rural,67,0,0,0,0,cylinder_portable,2,1,4.2,0,3,6,39,0,1,1,0,1,1,0,not_applicable,2021,5,14,severe_malaria,6,8,0,4,0,148.0,32.0,1,generator_only,24
5287,district_hospital,O2_0189,urban,81,0,0,0,0,oxygen_concentrator,1,0,5.3,0,5,3,3,0,1,1,0,1,0,0,not_applicable,2023,9,15,pneumonia_adult,7,8,0,4,0,240.0,21.0,0,grid_unreliable,4
5288,district_hospital,O2_0153,rural,69,0,0,0,0,oxygen_concentrator,1,0,3.9,0,4,2,14,0,0,0,0,1,1,0,not_applicable,2021,8,13,neonatal_respiratory,5,8,1,3,0,259.0,51.0,0,grid_unreliable,10
5289,district_hospital,O2_0107,peri_urban,38,0,0,1,0,none,0,0,6.8,0,2,3,3,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,9,9,surgical_anaesthesia,0,9,0,8,3,250.0,80.0,0,grid_unreliable,32
5290,district_hospital,O2_0155,rural,33,0,0,0,0,oxygen_concentrator,2,0,12.4,0,4,5,23,0,0,0,0,0,0,6,concentrator_malfunction,2021,3,11,pneumonia_adult,0,11,0,6,0,181.0,84.0,0,grid_unreliable,20
5291,district_hospital,O2_0183,rural,75,0,0,0,0,none,1,0,0.8,0,0,4,32,0,0,0,0,0,0,8,supplier_stockout,2022,3,16,asthma_severe,0,16,0,7,3,270.0,65.0,1,none,43
5292,district_hospital,O2_0065,urban,5,0,0,0,0,oxygen_concentrator,3,1,1.9,0,4,3,2,0,0,0,0,1,1,0,not_applicable,2023,9,8,sepsis,5,3,1,2,0,142.0,141.0,0,generator_only,5
5293,district_hospital,O2_0023,rural,63,0,0,0,0,oxygen_concentrator,1,0,4.7,0,4,3,10,0,1,0,0,0,0,12,concentrator_malfunction,2022,12,12,other_hypoxemia,0,12,0,4,5,208.0,6.0,1,grid_unreliable,19
5294,district_hospital,O2_0031,urban,43,0,0,0,0,oxygen_concentrator,0,0,7.4,0,6,7,14,0,0,0,0,0,0,30,piping_system_leak,2021,7,8,heart_failure,0,8,0,6,3,155.0,25.0,1,grid_unreliable,0
5295,district_hospital,O2_0120,urban,72,0,0,0,0,cylinder_portable,0,0,0.5,0,3,5,7,0,0,0,0,1,1,0,not_applicable,2024,12,17,neonatal_respiratory,6,11,1,5,0,290.0,24.0,0,solar,8
5296,district_hospital,O2_0169,rural,129,0,1,0,0,cylinder_piped,0,0,15.8,0,4,6,7,0,0,0,0,0,0,1,supplier_stockout,2023,1,10,asthma_severe,0,10,0,6,1,372.0,110.0,1,grid_reliable,3
5297,district_hospital,O2_0048,rural,20,0,1,0,0,oxygen_concentrator,5,3,6.2,0,2,4,33,0,0,0,0,0,0,1,concentrator_malfunction,2021,9,8,COVID19_severe,0,8,0,5,3,128.0,20.0,1,none,3
5298,district_hospital,O2_0163,urban,35,0,0,0,1,cylinder_portable,1,0,2.0,1,3,5,8,0,0,0,0,1,1,0,not_applicable,2024,11,14,heart_failure,7,7,0,6,0,210.0,2.0,0,generator_only,8
5299,district_hospital,O2_0070,peri_urban,98,0,0,0,0,cylinder_portable,0,0,3.6,1,8,3,28,0,0,0,0,0,0,15,cylinder_delivery_delay,2022,8,20,COPD_exacerbation,0,20,0,11,7,223.0,17.0,1,grid_unreliable,21
5300,district_hospital,O2_0064,rural,46,0,0,0,0,cylinder_portable,0,0,0.5,1,5,6,15,0,0,0,0,1,0,0,not_applicable,2021,12,15,COPD_exacerbation,2,13,0,6,0,112.0,81.0,0,grid_unreliable,23
5301,district_hospital,O2_0177,rural,32,0,0,0,0,cylinder_piped,0,0,0.6,0,5,4,7,0,0,0,0,0,0,26,PSA_plant_breakdown,2024,6,8,COPD_exacerbation,0,8,0,3,1,100.0,61.0,0,grid_unreliable,12
5302,district_hospital,O2_0075,rural,71,0,0,0,0,LOX_bulk_tank,0,0,4.8,0,2,3,7,0,1,0,0,0,0,26,concentrator_malfunction,2024,4,12,surgical_anaesthesia,0,12,0,2,4,401.0,69.0,1,generator_only,12
5303,district_hospital,O2_0151,rural,106,0,0,0,0,cylinder_piped,2,0,2.1,0,4,7,13,0,1,0,0,1,0,0,not_applicable,2021,6,10,pneumonia_adult,4,6,0,2,0,89.0,41.0,0,solar,1
5304,district_hospital,O2_0131,rural,32,0,0,0,0,LOX_bulk_tank,5,0,0.3,0,6,2,45,0,0,0,0,0,0,4,concentrator_malfunction,2023,5,11,sepsis,0,11,0,6,3,172.0,15.0,0,generator_only,17
5305,district_hospital,O2_0159,rural,5,0,0,0,1,oxygen_concentrator,1,0,1.1,1,3,2,5,0,1,0,0,0,0,15,funding_for_refill,2022,5,9,COPD_exacerbation,0,9,0,4,3,179.0,65.0,0,grid_unreliable,4
5306,district_hospital,O2_0151,urban,66,0,0,0,0,cylinder_portable,0,0,5.2,0,2,0,0,0,0,0,0,0,0,2,funding_for_refill,2024,6,15,heart_failure,0,15,0,6,5,179.0,18.0,1,generator_only,7
5307,district_hospital,O2_0058,urban,17,0,0,0,0,cylinder_portable,0,0,3.3,0,1,1,36,0,0,0,0,1,1,0,not_applicable,2022,4,15,severe_malaria,5,10,0,5,0,290.0,12.0,0,grid_unreliable,8
5308,district_hospital,O2_0167,peri_urban,5,0,0,0,0,oxygen_concentrator,4,1,4.9,0,5,5,8,0,0,0,0,0,0,21,cylinder_delivery_delay,2021,12,11,COVID19_severe,0,11,0,6,1,198.0,44.0,0,none,1
5309,district_hospital,O2_0093,rural,45,0,0,1,0,cylinder_piped,0,0,1.0,0,5,3,9,0,0,0,0,1,0,0,not_applicable,2023,2,8,neonatal_respiratory,2,6,0,3,0,163.0,108.0,0,generator_only,41
5310,district_hospital,O2_0153,rural,75,0,0,0,0,cylinder_portable,0,0,5.2,0,2,3,1,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,11,13,COVID19_severe,0,13,0,6,5,230.0,64.0,1,none,7
5311,district_hospital,O2_0184,rural,110,0,0,0,0,cylinder_portable,0,0,5.7,0,0,6,1,0,0,0,0,0,0,11,supplier_stockout,2022,2,12,pneumonia_child,0,12,0,3,5,225.0,9.0,0,grid_reliable,14
5312,district_hospital,O2_0052,peri_urban,29,0,0,0,0,none,0,0,15.6,0,1,2,4,0,0,0,0,1,1,1,empty_cylinders_not_collected,2021,5,19,other_hypoxemia,8,11,1,6,0,255.0,11.0,1,grid_unreliable,14
5313,district_hospital,O2_0167,rural,41,0,0,0,0,cylinder_portable,0,0,7.7,0,4,2,26,0,1,0,0,0,0,9,supplier_stockout,2022,4,9,surgical_anaesthesia,0,9,0,3,2,216.0,54.0,1,solar,9
5314,district_hospital,O2_0148,urban,81,0,0,0,0,oxygen_concentrator,0,0,2.1,1,3,3,18,0,0,0,0,1,1,0,not_applicable,2022,3,9,pneumonia_child,8,1,0,1,0,110.0,34.0,0,grid_unreliable,22
5315,district_hospital,O2_0130,rural,149,1,1,0,0,cylinder_portable,2,0,2.5,0,3,1,5,0,1,0,0,0,0,3,regulator_valve_failure,2023,8,14,surgical_anaesthesia,0,14,0,6,4,232.0,105.0,0,grid_unreliable,1
5316,district_hospital,O2_0011,urban,102,0,0,0,0,oxygen_concentrator,2,0,8.0,0,2,4,18,0,0,0,0,0,0,14,power_outage,2021,4,10,heart_failure,0,10,0,5,4,78.0,50.0,0,none,1
5317,district_hospital,O2_0038,rural,119,0,0,0,1,oxygen_concentrator,0,0,5.9,1,5,4,5,0,0,0,0,0,0,30,funding_for_refill,2022,10,13,heart_failure,0,13,0,7,3,134.0,96.0,1,none,2
5318,district_hospital,O2_0187,rural,103,0,0,0,0,LOX_bulk_tank,0,0,7.4,0,6,3,2,0,1,0,0,0,0,7,power_outage,2022,11,13,sepsis,0,13,0,5,5,219.0,78.0,1,solar,29
5319,district_hospital,O2_0048,urban,123,1,0,1,0,oxygen_concentrator,2,1,6.0,1,3,5,1,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,12,10,heart_failure,0,10,0,5,2,223.0,25.0,1,solar,3
5320,district_hospital,O2_0153,rural,99,0,0,0,0,cylinder_piped,0,0,6.3,0,1,3,70,0,0,0,0,0,0,1,power_outage,2024,8,13,COVID19_severe,0,13,0,4,3,141.0,24.0,0,grid_reliable,10
5321,district_hospital,O2_0101,rural,77,0,0,0,0,oxygen_concentrator,4,1,7.1,0,2,3,23,0,1,0,0,0,0,5,cylinder_delivery_delay,2024,10,10,surgical_anaesthesia,0,10,0,6,2,343.0,5.0,1,grid_reliable,6
5322,district_hospital,O2_0029,urban,93,0,0,1,0,cylinder_piped,3,1,2.2,0,9,6,7,0,0,0,0,1,1,13,cylinder_delivery_delay,2024,6,11,pneumonia_child,6,5,1,0,0,276.0,36.0,0,generator_only,3
5323,district_hospital,O2_0086,rural,70,0,0,0,0,cylinder_portable,1,0,13.6,0,1,1,4,0,1,1,0,1,1,0,not_applicable,2021,6,7,neonatal_respiratory,3,4,0,2,0,236.0,1.0,1,none,25
5324,district_hospital,O2_0099,peri_urban,73,0,0,0,0,cylinder_portable,0,0,8.8,1,3,0,35,0,0,0,0,1,1,0,not_applicable,2021,3,14,severe_malaria,2,12,0,7,0,149.0,17.0,0,none,18
5325,district_hospital,O2_0017,rural,99,0,0,1,0,cylinder_piped,0,0,3.2,0,2,5,38,0,1,1,0,0,0,4,PSA_plant_breakdown,2023,3,7,heart_failure,0,7,0,5,3,214.0,23.0,0,grid_unreliable,1
5326,district_hospital,O2_0176,peri_urban,42,0,0,0,0,cylinder_portable,0,0,4.3,0,4,5,12,0,0,0,0,1,1,0,not_applicable,2023,2,12,severe_malaria,2,10,0,3,0,37.0,126.0,0,none,22
5327,district_hospital,O2_0163,rural,74,0,0,0,0,oxygen_concentrator,3,1,11.2,0,2,4,0,0,1,1,0,1,0,9,cylinder_delivery_delay,2024,1,11,pneumonia_child,7,4,0,2,0,217.0,7.0,0,generator_only,42
5328,district_hospital,O2_0154,peri_urban,97,0,0,0,0,cylinder_portable,4,1,19.6,0,2,4,34,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,6,10,COVID19_severe,0,10,0,7,4,271.0,3.0,0,generator_only,11
5329,district_hospital,O2_0021,urban,96,0,0,0,0,oxygen_concentrator,2,1,7.7,0,1,3,6,0,0,0,0,1,0,1,cylinder_delivery_delay,2024,5,12,asthma_severe,5,7,0,4,0,172.0,18.0,1,solar,9
5330,district_hospital,O2_0001,urban,93,0,0,0,0,cylinder_portable,1,0,0.4,0,0,5,4,0,0,0,0,1,1,0,not_applicable,2023,10,13,neonatal_respiratory,7,6,0,1,0,242.0,6.0,0,grid_reliable,0
5331,district_hospital,O2_0137,urban,63,0,0,0,0,none,0,0,2.2,0,3,7,12,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,5,10,surgical_anaesthesia,0,10,0,6,0,182.0,46.0,0,none,11
5332,district_hospital,O2_0055,peri_urban,59,0,0,0,0,cylinder_portable,0,0,16.1,0,3,4,24,0,1,1,1,1,0,0,not_applicable,2024,10,11,neonatal_respiratory,3,8,0,5,0,59.0,13.0,0,grid_unreliable,5
5333,district_hospital,O2_0039,rural,105,1,0,0,0,none,0,0,1.8,0,5,5,21,0,0,0,0,1,0,0,not_applicable,2023,10,13,heart_failure,4,9,1,0,0,338.0,14.0,0,grid_unreliable,2
5334,district_hospital,O2_0056,peri_urban,18,0,0,0,0,cylinder_portable,0,0,0.5,0,4,7,10,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,2,12,COVID19_severe,0,12,0,4,5,233.0,22.0,0,generator_only,2
5335,district_hospital,O2_0160,rural,38,0,1,0,0,oxygen_concentrator,1,0,2.6,0,2,4,74,0,1,0,0,0,0,3,power_outage,2021,7,13,pneumonia_child,0,13,0,6,4,371.0,36.0,1,generator_only,19
5336,district_hospital,O2_0143,rural,128,0,1,0,0,oxygen_concentrator,2,1,0.8,0,4,5,14,0,0,0,0,1,1,0,not_applicable,2022,4,18,severe_malaria,8,10,1,2,0,208.0,15.0,1,solar,0
5337,district_hospital,O2_0130,urban,5,0,0,0,0,LOX_bulk_tank,0,0,2.8,0,4,3,10,0,1,1,1,1,1,0,not_applicable,2021,6,15,other_hypoxemia,7,8,0,2,0,54.0,43.0,0,grid_reliable,26
5338,district_hospital,O2_0139,peri_urban,95,0,0,0,0,cylinder_portable,0,0,10.5,0,2,2,0,0,0,0,0,0,0,21,regulator_valve_failure,2023,6,7,pneumonia_child,0,7,0,3,1,240.0,32.0,0,none,9
5339,district_hospital,O2_0118,rural,88,0,0,0,0,cylinder_portable,0,0,4.9,0,3,4,7,0,1,1,0,0,0,22,cylinder_delivery_delay,2024,11,13,severe_malaria,0,13,0,5,1,68.0,30.0,0,grid_unreliable,19
5340,district_hospital,O2_0173,rural,69,0,0,0,0,cylinder_portable,0,0,2.5,0,2,4,25,0,1,1,0,1,0,0,not_applicable,2023,1,16,sepsis,6,10,0,2,0,137.0,18.0,1,grid_unreliable,13
5341,district_hospital,O2_0171,rural,59,0,0,0,0,cylinder_portable,5,3,9.8,0,2,2,28,0,0,0,0,1,1,0,not_applicable,2021,3,14,pneumonia_child,11,3,0,1,0,169.0,125.0,0,grid_unreliable,1
5342,district_hospital,O2_0103,rural,100,0,0,0,0,cylinder_portable,0,0,6.3,0,2,2,14,0,0,0,0,1,1,0,not_applicable,2023,1,7,trauma,1,6,0,3,0,237.0,136.0,0,solar,15
5343,district_hospital,O2_0019,urban,49,0,0,0,0,oxygen_concentrator,4,2,14.3,0,4,5,74,0,0,0,0,1,0,0,not_applicable,2023,12,15,pneumonia_child,8,7,0,4,0,228.0,118.0,0,grid_unreliable,36
5344,district_hospital,O2_0098,rural,56,0,0,0,0,oxygen_concentrator,1,0,6.9,0,5,5,27,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,8,11,pneumonia_adult,0,11,0,5,5,218.0,11.0,0,none,37
5345,district_hospital,O2_0130,rural,5,0,0,0,0,cylinder_portable,3,2,12.3,0,3,4,19,0,0,0,0,0,0,10,funding_for_refill,2023,6,8,heart_failure,0,8,0,4,3,208.0,59.0,0,grid_unreliable,12
5346,district_hospital,O2_0060,rural,86,0,0,0,0,cylinder_portable,0,0,1.2,0,1,2,14,0,0,0,0,0,0,18,cylinder_delivery_delay,2023,7,9,trauma,0,9,0,2,1,208.0,182.0,1,none,5
5347,district_hospital,O2_0008,rural,101,0,0,0,0,cylinder_portable,0,0,3.3,0,5,7,23,0,1,0,0,1,1,1,power_outage,2021,10,11,pneumonia_adult,1,10,0,1,0,231.0,100.0,1,none,21
5348,district_hospital,O2_0150,rural,39,0,0,0,0,oxygen_concentrator,1,0,6.1,1,5,3,9,0,0,0,0,0,0,21,concentrator_malfunction,2023,2,8,heart_failure,0,8,0,2,0,261.0,22.0,0,none,31
5349,district_hospital,O2_0046,urban,27,0,0,0,0,LOX_bulk_tank,3,0,2.2,0,1,4,20,0,0,0,0,0,0,1,concentrator_malfunction,2024,11,12,heart_failure,0,12,0,7,0,151.0,34.0,1,grid_unreliable,24
5350,district_hospital,O2_0021,peri_urban,99,0,0,0,0,cylinder_portable,0,0,5.3,1,2,2,19,0,0,0,0,1,0,0,not_applicable,2022,10,21,sepsis,9,12,0,8,0,265.0,0.0,1,generator_only,3
5351,district_hospital,O2_0132,peri_urban,95,0,0,0,0,cylinder_piped,0,0,2.8,0,3,4,116,0,0,0,0,0,0,1,concentrator_malfunction,2024,3,18,severe_malaria,0,18,0,10,5,170.0,119.0,0,solar,2
5352,district_hospital,O2_0128,peri_urban,40,0,0,0,0,cylinder_portable,0,0,1.5,0,8,0,19,0,0,0,0,0,0,5,funding_for_refill,2023,5,11,surgical_anaesthesia,0,11,0,7,2,187.0,61.0,1,none,0
5353,district_hospital,O2_0107,rural,5,0,0,0,0,LOX_bulk_tank,0,0,2.8,0,1,5,76,0,1,1,0,0,0,1,cylinder_delivery_delay,2023,10,13,surgical_anaesthesia,0,13,0,6,4,157.0,31.0,0,none,20
5354,district_hospital,O2_0151,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.0,0,3,3,7,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,1,7,trauma,0,7,0,4,3,133.0,5.0,1,grid_unreliable,39
5355,district_hospital,O2_0072,rural,58,0,0,0,0,cylinder_portable,0,0,0.6,0,3,4,72,0,1,0,0,1,1,0,not_applicable,2024,11,10,pneumonia_child,5,5,0,1,0,292.0,64.0,1,grid_unreliable,27
5356,district_hospital,O2_0010,peri_urban,53,0,0,0,0,cylinder_portable,0,0,0.1,1,5,2,0,0,0,0,0,0,0,4,piping_system_leak,2024,2,9,pneumonia_child,0,9,0,2,1,259.0,49.0,0,solar,34
5357,district_hospital,O2_0168,rural,106,0,0,0,0,cylinder_portable,0,0,4.8,0,1,3,7,0,1,0,0,0,0,3,cylinder_delivery_delay,2023,6,10,other_hypoxemia,0,10,0,3,2,217.0,22.0,1,grid_unreliable,3
5358,district_hospital,O2_0113,peri_urban,45,0,0,0,0,oxygen_concentrator,0,0,5.2,0,2,4,23,0,1,0,0,0,0,9,funding_for_refill,2022,11,13,pneumonia_child,0,13,0,4,2,187.0,36.0,0,none,8
5359,district_hospital,O2_0094,urban,39,0,0,0,0,LOX_bulk_tank,0,0,1.7,0,2,4,32,0,1,1,0,0,0,5,concentrator_malfunction,2024,5,11,severe_malaria,0,11,0,7,3,255.0,9.0,1,grid_unreliable,22
5360,district_hospital,O2_0129,peri_urban,5,0,0,0,0,cylinder_piped,0,0,0.6,0,2,4,4,0,1,1,1,1,1,0,not_applicable,2023,1,5,pneumonia_child,2,3,0,2,0,247.0,37.0,1,none,0
5361,district_hospital,O2_0163,peri_urban,119,0,0,0,0,cylinder_portable,0,0,2.3,0,3,3,9,0,0,0,0,1,1,2,funding_for_refill,2023,1,10,pneumonia_child,5,5,0,1,0,218.0,45.0,0,generator_only,25
5362,district_hospital,O2_0078,rural,43,0,0,0,0,oxygen_concentrator,4,1,7.9,0,3,2,114,0,0,0,0,0,0,29,cylinder_delivery_delay,2023,4,15,pneumonia_adult,0,15,0,5,3,302.0,124.0,1,grid_unreliable,22
5363,district_hospital,O2_0165,rural,98,0,0,0,0,oxygen_concentrator,3,0,0.9,1,5,5,26,0,0,0,0,1,1,0,not_applicable,2022,6,14,pneumonia_child,4,10,1,8,0,260.0,22.0,1,none,17
5364,district_hospital,O2_0084,peri_urban,23,0,0,0,0,none,0,0,0.7,0,1,2,28,0,0,0,0,0,0,10,cylinder_delivery_delay,2021,9,18,pneumonia_child,0,18,0,10,1,111.0,55.0,0,generator_only,0
5365,district_hospital,O2_0186,rural,60,0,0,0,0,oxygen_concentrator,1,0,3.8,0,3,5,153,0,0,0,0,1,1,0,not_applicable,2024,1,7,surgical_anaesthesia,2,5,1,1,0,166.0,203.0,1,generator_only,0
5366,district_hospital,O2_0035,peri_urban,44,0,0,0,0,cylinder_portable,0,0,8.8,0,7,6,29,0,0,0,0,1,0,0,not_applicable,2022,11,16,neonatal_respiratory,8,8,0,1,0,224.0,84.0,0,solar,23
5367,district_hospital,O2_0128,rural,97,0,0,0,0,none,0,0,2.4,0,5,7,62,0,0,0,0,1,1,0,not_applicable,2023,9,12,sepsis,7,5,1,0,0,247.0,1.0,1,generator_only,20
5368,district_hospital,O2_0154,urban,126,0,0,0,0,oxygen_concentrator,7,2,16.9,0,5,2,7,0,1,0,0,1,1,0,not_applicable,2022,2,11,severe_malaria,5,6,1,3,0,297.0,18.0,0,solar,26
5369,district_hospital,O2_0193,peri_urban,14,0,0,1,0,cylinder_piped,0,0,5.0,0,1,4,0,0,1,0,0,0,0,3,demand_surge,2022,3,23,sepsis,0,23,0,11,7,180.0,55.0,1,grid_unreliable,22
5370,district_hospital,O2_0142,rural,5,0,0,0,0,cylinder_piped,2,0,1.0,0,2,4,0,0,0,0,0,0,0,9,concentrator_malfunction,2024,12,15,neonatal_respiratory,0,15,0,9,8,279.0,56.0,1,grid_unreliable,30
5371,district_hospital,O2_0117,peri_urban,75,0,0,0,0,cylinder_portable,1,0,21.2,0,4,8,46,0,0,0,0,1,0,2,piping_system_leak,2024,12,13,pneumonia_adult,5,8,0,2,0,268.0,27.0,1,none,13
5372,district_hospital,O2_0073,rural,60,0,0,0,0,oxygen_concentrator,3,2,6.2,0,3,6,4,0,0,0,0,0,0,15,cylinder_delivery_delay,2021,11,16,pneumonia_adult,0,16,0,9,5,161.0,17.0,0,none,0
5373,district_hospital,O2_0046,peri_urban,119,0,1,0,0,cylinder_portable,0,0,3.5,0,2,5,4,0,0,0,0,0,0,30,power_outage,2023,12,11,pneumonia_adult,0,11,0,5,2,172.0,29.0,0,none,35
5374,district_hospital,O2_0011,peri_urban,5,0,0,0,0,cylinder_portable,0,0,7.3,0,1,7,0,0,0,0,0,0,0,29,PSA_plant_breakdown,2021,7,19,pneumonia_adult,0,19,0,7,8,230.0,3.0,0,grid_unreliable,16
5375,district_hospital,O2_0042,rural,83,0,0,0,0,cylinder_portable,0,0,13.8,0,3,2,35,0,1,1,0,0,0,7,cylinder_delivery_delay,2024,8,15,trauma,0,15,0,7,5,114.0,81.0,0,grid_unreliable,8
5376,district_hospital,O2_0013,peri_urban,32,0,0,0,0,cylinder_portable,0,0,6.1,0,3,0,1,0,0,0,0,1,0,0,not_applicable,2023,7,14,pneumonia_adult,11,3,1,1,0,41.0,49.0,0,none,10
5377,district_hospital,O2_0094,rural,49,0,0,0,0,cylinder_portable,3,0,8.8,0,3,8,17,0,0,0,0,0,0,27,power_outage,2024,9,6,pneumonia_child,0,6,0,5,3,187.0,49.0,0,none,10
5378,district_hospital,O2_0031,peri_urban,111,0,0,0,0,cylinder_piped,0,0,6.5,1,3,6,20,0,0,0,0,1,0,1,empty_cylinders_not_collected,2023,12,12,severe_malaria,5,7,0,4,0,175.0,17.0,0,generator_only,7
5379,district_hospital,O2_0002,urban,5,0,0,0,0,cylinder_piped,0,0,1.9,1,3,5,38,0,0,0,0,0,0,13,cylinder_delivery_delay,2022,1,15,pneumonia_adult,0,15,0,9,6,129.0,40.0,0,grid_unreliable,35
5380,district_hospital,O2_0109,urban,46,0,0,0,0,cylinder_portable,0,0,0.1,0,4,5,39,0,1,0,0,0,0,8,power_outage,2024,9,10,trauma,0,10,0,5,3,289.0,5.0,0,none,16
5381,district_hospital,O2_0029,peri_urban,55,0,0,0,0,oxygen_concentrator,4,1,2.3,0,3,8,6,0,0,0,0,0,0,1,concentrator_malfunction,2023,5,9,severe_malaria,0,9,0,2,3,254.0,20.0,1,grid_unreliable,8
5382,district_hospital,O2_0119,rural,5,0,0,0,0,none,0,0,1.1,0,1,5,23,0,1,1,1,1,1,0,not_applicable,2021,1,15,neonatal_respiratory,4,11,1,4,0,256.0,291.0,0,none,21
5383,district_hospital,O2_0003,rural,27,0,0,0,0,cylinder_portable,0,0,11.9,0,3,5,0,0,0,0,0,1,1,0,not_applicable,2022,5,14,pneumonia_child,6,8,1,3,0,3.0,35.0,0,solar,43
5384,district_hospital,O2_0133,peri_urban,79,0,0,0,0,oxygen_concentrator,3,1,20.4,1,5,2,24,0,0,0,0,0,0,20,cylinder_delivery_delay,2022,2,18,trauma,0,18,0,8,3,223.0,53.0,1,generator_only,7
5385,district_hospital,O2_0062,urban,5,0,0,0,0,oxygen_concentrator,2,1,12.5,0,5,3,33,0,1,0,0,0,0,21,piping_system_leak,2021,12,16,neonatal_respiratory,0,16,0,11,6,242.0,11.0,0,none,5
5386,district_hospital,O2_0079,rural,13,0,0,0,0,oxygen_concentrator,3,1,10.3,0,2,5,4,0,1,1,0,0,0,9,funding_for_refill,2023,2,8,pneumonia_adult,0,8,0,2,1,236.0,7.0,0,generator_only,1
5387,district_hospital,O2_0159,rural,46,0,0,0,0,oxygen_concentrator,1,0,10.6,0,3,3,24,0,1,1,0,1,1,15,regulator_valve_failure,2021,5,13,severe_malaria,5,8,0,3,0,146.0,66.0,0,none,1
5388,district_hospital,O2_0194,rural,45,0,0,0,0,oxygen_concentrator,1,0,4.8,0,6,2,1,0,0,0,0,1,0,0,not_applicable,2022,12,8,pneumonia_adult,3,5,1,1,0,202.0,4.0,0,grid_unreliable,11
5389,district_hospital,O2_0126,peri_urban,73,0,0,0,0,oxygen_concentrator,2,1,0.2,0,5,1,6,0,0,0,0,1,1,13,power_outage,2022,9,18,surgical_anaesthesia,6,12,1,6,0,114.0,112.0,0,solar,10
5390,district_hospital,O2_0191,rural,101,0,0,0,0,cylinder_piped,0,0,0.8,0,5,2,28,0,0,0,0,1,1,2,funding_for_refill,2024,7,15,pneumonia_adult,6,9,0,3,0,257.0,11.0,0,grid_unreliable,26
5391,district_hospital,O2_0048,rural,83,0,0,0,0,cylinder_portable,2,1,3.1,0,3,4,11,0,0,0,0,0,0,1,regulator_valve_failure,2024,9,11,pneumonia_child,0,11,0,3,1,294.0,15.0,0,grid_unreliable,6
5392,district_hospital,O2_0173,rural,121,1,0,0,0,cylinder_portable,0,0,4.0,0,4,2,14,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,8,13,surgical_anaesthesia,0,13,0,7,2,249.0,15.0,1,grid_unreliable,6
5393,district_hospital,O2_0031,rural,29,0,0,0,0,oxygen_concentrator,0,0,3.6,0,2,4,29,0,0,0,0,1,1,5,cylinder_delivery_delay,2022,9,10,COVID19_severe,6,4,1,1,0,203.0,35.0,1,none,4
5394,district_hospital,O2_0020,rural,104,0,0,0,0,oxygen_concentrator,3,0,6.1,1,2,3,2,0,0,0,0,0,0,2,supplier_stockout,2022,10,9,asthma_severe,0,9,0,4,3,176.0,36.0,1,solar,3
5395,district_hospital,O2_0028,urban,31,0,0,0,0,oxygen_concentrator,3,1,2.6,0,2,4,27,0,1,0,0,0,0,1,cylinder_delivery_delay,2023,7,7,severe_malaria,0,7,0,4,3,202.0,13.0,1,generator_only,7
5396,district_hospital,O2_0100,peri_urban,39,0,0,0,0,cylinder_piped,3,1,5.9,0,8,5,22,0,1,1,0,1,1,0,not_applicable,2024,11,12,pneumonia_child,4,8,1,3,0,240.0,26.0,0,grid_unreliable,14
5397,district_hospital,O2_0180,rural,49,0,0,0,0,none,0,0,4.5,0,2,3,0,0,0,0,0,1,1,0,not_applicable,2023,10,13,pneumonia_adult,4,9,1,6,0,275.0,79.0,0,solar,29
5398,district_hospital,O2_0166,peri_urban,102,0,0,0,0,cylinder_portable,0,0,0.1,0,4,7,9,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,8,13,heart_failure,0,13,0,7,6,274.0,2.0,1,grid_unreliable,4
5399,district_hospital,O2_0079,rural,105,0,0,0,0,cylinder_portable,0,0,2.1,0,4,6,49,0,0,0,0,0,0,5,cylinder_delivery_delay,2023,8,8,pneumonia_child,0,8,0,3,0,210.0,157.0,0,none,7
5400,district_hospital,O2_0131,rural,37,0,0,0,0,oxygen_concentrator,1,0,7.8,0,1,3,65,0,0,0,0,1,1,0,not_applicable,2022,4,19,COPD_exacerbation,7,12,1,4,0,167.0,62.0,0,generator_only,52
5401,district_hospital,O2_0007,peri_urban,51,0,0,0,0,oxygen_concentrator,2,0,0.1,0,4,4,28,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,10,17,heart_failure,0,17,0,11,2,291.0,1.0,0,grid_unreliable,19
5402,district_hospital,O2_0048,rural,67,0,0,0,0,cylinder_portable,0,0,4.8,0,3,4,17,0,1,1,0,1,0,0,not_applicable,2024,3,14,surgical_anaesthesia,4,10,0,3,0,103.0,12.0,1,none,28
5403,district_hospital,O2_0153,urban,63,0,0,0,0,oxygen_concentrator,2,1,3.6,0,5,4,15,0,1,0,0,1,1,0,not_applicable,2024,7,16,trauma,8,8,0,6,0,328.0,149.0,0,solar,2
5404,district_hospital,O2_0049,rural,89,0,0,0,0,cylinder_portable,0,0,3.1,0,1,4,6,0,0,0,0,1,0,0,not_applicable,2022,7,16,heart_failure,6,10,0,4,0,195.0,7.0,1,generator_only,18
5405,district_hospital,O2_0157,rural,45,0,0,0,0,oxygen_concentrator,2,1,2.9,0,0,9,20,0,0,0,0,0,0,19,demand_surge,2023,3,6,asthma_severe,0,6,0,1,2,156.0,152.0,0,solar,1
5406,district_hospital,O2_0162,rural,90,0,0,0,0,cylinder_portable,0,0,26.7,0,5,3,33,0,0,0,0,0,0,22,funding_for_refill,2023,2,9,pneumonia_adult,0,9,0,4,3,220.0,51.0,0,grid_reliable,0
5407,district_hospital,O2_0088,peri_urban,66,0,0,0,0,oxygen_concentrator,2,0,3.6,0,5,8,11,0,0,0,0,0,0,6,concentrator_malfunction,2024,4,4,pneumonia_adult,0,4,0,0,0,170.0,33.0,0,none,0
5408,district_hospital,O2_0025,urban,74,0,0,0,0,LOX_bulk_tank,0,0,1.3,0,2,3,8,0,0,0,0,1,1,4,funding_for_refill,2024,5,5,asthma_severe,1,4,0,0,0,157.0,24.0,0,grid_unreliable,9
5409,district_hospital,O2_0126,rural,106,0,0,0,0,none,0,0,3.6,0,5,2,3,0,0,0,0,0,0,3,power_outage,2022,2,13,COPD_exacerbation,0,13,0,6,5,199.0,32.0,1,grid_reliable,7
5410,district_hospital,O2_0038,rural,5,0,0,0,0,cylinder_portable,0,0,0.8,1,1,6,6,0,1,0,0,0,0,19,concentrator_malfunction,2024,12,10,other_hypoxemia,0,10,0,4,4,180.0,39.0,1,grid_unreliable,20
5411,district_hospital,O2_0146,peri_urban,68,0,0,0,0,cylinder_piped,0,0,12.9,0,6,3,17,0,0,0,0,1,0,0,not_applicable,2024,6,11,pneumonia_child,5,6,1,2,0,70.0,83.0,0,none,27
5412,district_hospital,O2_0080,peri_urban,86,0,0,0,0,cylinder_portable,0,0,4.7,0,3,4,30,0,1,1,1,0,0,20,concentrator_malfunction,2023,9,11,surgical_anaesthesia,0,11,0,6,7,249.0,12.0,0,solar,8
5413,district_hospital,O2_0176,peri_urban,81,0,0,0,1,cylinder_piped,0,0,0.7,1,4,1,1,0,1,0,0,1,1,0,not_applicable,2021,6,10,COPD_exacerbation,2,8,1,4,0,90.0,53.0,0,solar,41
5414,district_hospital,O2_0032,peri_urban,64,1,1,0,0,cylinder_piped,0,0,5.8,0,3,2,7,0,0,0,0,0,0,25,concentrator_malfunction,2024,1,12,heart_failure,0,12,0,6,1,165.0,6.0,0,none,0
5415,district_hospital,O2_0160,rural,55,0,0,0,0,oxygen_concentrator,4,0,3.2,0,2,11,26,0,1,0,0,1,1,0,not_applicable,2022,3,9,pneumonia_adult,3,6,0,4,0,369.0,98.0,0,solar,22
5416,district_hospital,O2_0062,rural,81,0,0,0,0,none,0,0,12.0,1,3,7,14,0,1,0,0,0,0,18,supplier_stockout,2024,1,12,asthma_severe,0,12,0,5,3,0.0,76.0,0,grid_unreliable,7
5417,district_hospital,O2_0193,urban,101,0,0,0,0,LOX_bulk_tank,0,0,12.9,1,2,4,9,0,1,0,0,0,0,1,empty_cylinders_not_collected,2023,6,15,trauma,0,15,0,7,6,217.0,5.0,0,generator_only,26
5418,district_hospital,O2_0088,rural,53,0,0,0,0,none,0,0,9.3,0,2,5,9,0,0,0,0,1,0,0,not_applicable,2023,9,11,trauma,2,9,0,4,0,223.0,4.0,1,grid_reliable,36
5419,district_hospital,O2_0113,rural,53,0,0,0,0,cylinder_piped,0,0,0.2,1,2,4,2,0,1,1,1,0,0,16,cylinder_delivery_delay,2023,11,13,sepsis,0,13,0,5,2,213.0,24.0,0,grid_unreliable,20
5420,district_hospital,O2_0105,rural,104,0,0,0,0,PSA_plant_onsite,0,0,1.6,0,5,2,6,0,0,0,0,0,0,9,funding_for_refill,2024,11,12,pneumonia_adult,0,12,0,8,4,141.0,77.0,0,grid_unreliable,7
5421,district_hospital,O2_0159,peri_urban,11,0,0,0,0,none,0,0,4.8,0,2,3,6,0,1,0,0,1,0,0,not_applicable,2022,5,13,trauma,7,6,0,1,0,273.0,35.0,1,grid_unreliable,7
5422,district_hospital,O2_0057,peri_urban,94,0,0,0,0,oxygen_concentrator,0,0,7.3,0,2,2,22,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,5,4,sepsis,0,4,0,4,1,231.0,24.0,1,solar,13
5423,district_hospital,O2_0160,rural,5,0,0,0,0,none,0,0,0.4,0,2,6,11,0,1,1,1,0,0,9,PSA_plant_breakdown,2024,7,11,heart_failure,0,11,0,4,0,308.0,88.0,0,grid_unreliable,3
5424,district_hospital,O2_0029,peri_urban,60,0,0,0,0,oxygen_concentrator,2,1,2.0,0,3,3,13,0,1,0,0,1,1,0,not_applicable,2024,8,16,sepsis,6,10,1,5,0,228.0,43.0,0,grid_unreliable,31
5425,district_hospital,O2_0090,rural,5,0,0,0,1,cylinder_portable,0,0,0.8,1,4,5,31,0,0,0,0,1,1,0,not_applicable,2023,8,12,COVID19_severe,2,10,0,3,0,105.0,30.0,1,grid_unreliable,12
5426,district_hospital,O2_0039,rural,33,0,0,0,0,none,0,0,3.2,0,1,2,47,0,0,0,0,1,1,1,concentrator_malfunction,2021,3,13,neonatal_respiratory,7,6,1,3,0,127.0,21.0,1,solar,5
5427,district_hospital,O2_0196,urban,5,0,0,1,0,cylinder_piped,0,0,0.1,0,2,3,75,0,1,0,0,1,1,0,not_applicable,2021,3,15,COPD_exacerbation,0,15,0,8,0,163.0,83.0,0,grid_unreliable,5
5428,district_hospital,O2_0107,urban,112,1,0,0,0,cylinder_portable,0,0,3.9,0,3,3,5,0,1,1,0,1,1,0,not_applicable,2024,9,14,trauma,9,5,1,3,0,234.0,6.0,0,generator_only,27
5429,district_hospital,O2_0018,rural,58,0,0,0,0,oxygen_concentrator,3,1,1.0,0,0,6,48,0,0,0,0,1,1,0,not_applicable,2023,10,13,surgical_anaesthesia,7,6,0,2,0,126.0,98.0,0,grid_unreliable,40
5430,district_hospital,O2_0134,peri_urban,81,0,0,0,0,none,3,0,4.8,0,3,6,9,0,0,0,0,1,1,2,cylinder_delivery_delay,2024,7,11,other_hypoxemia,5,6,1,3,0,180.0,25.0,0,none,13
5431,district_hospital,O2_0184,rural,69,0,0,0,0,cylinder_portable,0,0,2.3,0,5,11,2,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,12,10,pneumonia_child,0,10,0,4,2,266.0,119.0,1,none,20
5432,district_hospital,O2_0130,peri_urban,114,0,0,0,0,none,0,0,5.7,0,1,6,10,0,1,1,0,0,0,4,funding_for_refill,2022,1,7,asthma_severe,0,7,0,3,0,361.0,66.0,0,solar,9
5433,district_hospital,O2_0183,peri_urban,83,0,0,0,0,cylinder_portable,0,0,5.1,0,4,2,61,0,1,0,0,0,0,9,power_outage,2023,10,10,heart_failure,0,10,0,6,4,320.0,9.0,1,grid_unreliable,4
5434,district_hospital,O2_0177,rural,25,1,1,0,0,oxygen_concentrator,1,0,1.9,0,4,5,0,0,1,0,0,1,1,0,not_applicable,2024,3,10,trauma,4,6,0,2,0,223.0,8.0,0,solar,40
5435,district_hospital,O2_0122,peri_urban,40,0,1,0,0,oxygen_concentrator,3,2,1.8,0,2,4,11,0,0,0,0,1,1,13,concentrator_malfunction,2021,8,8,trauma,1,7,0,4,0,94.0,16.0,0,generator_only,4
5436,district_hospital,O2_0121,urban,81,0,0,0,0,oxygen_concentrator,2,0,2.4,0,4,6,0,0,0,0,0,1,1,14,power_outage,2024,11,11,sepsis,4,7,1,3,0,280.0,48.0,0,none,8
5437,district_hospital,O2_0101,urban,40,0,0,0,0,oxygen_concentrator,0,0,0.3,0,2,4,32,0,0,0,0,1,1,1,funding_for_refill,2023,7,7,asthma_severe,2,5,0,1,0,190.0,7.0,1,solar,22
5438,district_hospital,O2_0039,rural,56,0,0,0,0,oxygen_concentrator,2,0,1.0,0,5,3,3,0,1,1,1,0,0,19,cylinder_delivery_delay,2023,6,10,pneumonia_adult,0,10,0,4,1,160.0,38.0,0,none,11
5439,district_hospital,O2_0024,rural,100,0,0,0,0,cylinder_portable,2,1,0.4,0,2,4,46,0,0,0,0,1,1,3,cylinder_delivery_delay,2023,5,7,COVID19_severe,3,4,0,2,0,48.0,32.0,0,grid_unreliable,2
5440,district_hospital,O2_0021,peri_urban,92,0,0,0,0,oxygen_concentrator,1,0,18.2,0,3,3,27,0,1,0,0,0,0,27,power_outage,2023,1,8,pneumonia_child,0,8,0,0,1,189.0,118.0,0,generator_only,5
5441,district_hospital,O2_0039,urban,100,0,0,0,0,oxygen_concentrator,2,0,2.7,0,1,8,10,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,4,11,pneumonia_adult,0,11,0,5,4,201.0,157.0,1,grid_unreliable,12
5442,district_hospital,O2_0087,urban,59,0,0,0,0,oxygen_concentrator,1,0,1.3,0,9,3,13,0,0,0,0,0,0,17,empty_cylinders_not_collected,2022,8,9,neonatal_respiratory,0,9,0,4,0,249.0,44.0,0,none,43
5443,district_hospital,O2_0149,peri_urban,64,0,0,0,0,oxygen_concentrator,3,0,1.9,0,3,5,2,0,0,0,0,0,0,1,concentrator_malfunction,2021,8,8,other_hypoxemia,0,8,0,4,2,123.0,93.0,1,generator_only,26
5444,district_hospital,O2_0069,peri_urban,71,0,0,0,0,oxygen_concentrator,2,0,2.1,0,4,4,24,0,0,0,0,1,1,0,not_applicable,2023,1,6,surgical_anaesthesia,3,3,1,2,0,199.0,173.0,0,none,9
5445,district_hospital,O2_0101,peri_urban,118,0,0,0,0,oxygen_concentrator,1,0,0.5,0,4,3,15,0,0,0,0,1,1,6,cylinder_delivery_delay,2023,4,13,asthma_severe,10,3,0,3,0,210.0,183.0,0,none,10
5446,district_hospital,O2_0084,rural,5,0,0,0,1,none,0,0,3.3,1,0,3,24,0,1,1,0,0,0,1,power_outage,2023,10,16,surgical_anaesthesia,0,16,0,9,5,381.0,14.0,0,solar,11
5447,district_hospital,O2_0119,rural,29,0,0,0,0,PSA_plant_onsite,0,0,6.2,0,3,5,10,0,1,0,0,0,0,6,cylinder_delivery_delay,2021,11,17,neonatal_respiratory,0,17,0,11,6,131.0,203.0,0,generator_only,31
5448,district_hospital,O2_0063,peri_urban,87,0,0,1,0,cylinder_portable,2,0,0.4,0,2,6,42,0,0,0,0,0,0,29,cylinder_delivery_delay,2024,10,13,pneumonia_adult,0,13,0,6,4,210.0,108.0,0,solar,2
5449,district_hospital,O2_0059,urban,111,0,0,0,0,cylinder_piped,0,0,16.9,0,1,7,0,0,1,1,0,0,0,10,cylinder_delivery_delay,2024,10,10,neonatal_respiratory,0,10,0,4,2,316.0,145.0,0,grid_unreliable,2
5450,district_hospital,O2_0082,peri_urban,108,0,0,0,0,oxygen_concentrator,2,1,9.9,0,4,8,40,0,0,0,0,0,0,22,concentrator_malfunction,2024,4,13,surgical_anaesthesia,0,13,0,7,2,142.0,11.0,1,grid_unreliable,2
5451,district_hospital,O2_0148,peri_urban,107,0,0,0,0,oxygen_concentrator,1,0,3.0,0,3,1,5,0,1,0,0,0,0,30,PSA_plant_breakdown,2024,2,9,pneumonia_child,0,9,0,6,4,113.0,37.0,0,solar,15
5452,district_hospital,O2_0076,rural,84,0,0,0,0,oxygen_concentrator,1,0,6.2,0,4,4,64,0,0,0,0,0,0,11,cylinder_delivery_delay,2022,12,15,neonatal_respiratory,0,15,0,4,3,138.0,18.0,1,grid_unreliable,19
5453,district_hospital,O2_0016,rural,5,0,0,0,0,oxygen_concentrator,3,1,0.3,0,4,2,15,0,0,0,0,1,1,0,not_applicable,2024,11,12,other_hypoxemia,4,8,0,5,0,190.0,4.0,0,grid_unreliable,0
5454,district_hospital,O2_0149,rural,58,0,0,1,0,oxygen_concentrator,0,0,4.2,0,3,4,17,0,1,0,0,0,0,6,empty_cylinders_not_collected,2024,7,12,heart_failure,0,12,0,5,2,337.0,44.0,1,grid_unreliable,5
5455,district_hospital,O2_0103,peri_urban,94,0,0,0,0,cylinder_portable,0,0,3.4,0,0,7,18,0,0,0,0,0,0,1,PSA_plant_breakdown,2024,11,11,surgical_anaesthesia,0,11,0,6,5,219.0,12.0,0,grid_unreliable,9
5456,district_hospital,O2_0177,rural,25,0,0,0,0,cylinder_piped,0,0,2.7,0,5,3,10,0,0,0,0,1,0,0,not_applicable,2023,9,10,pneumonia_adult,5,5,0,1,0,315.0,137.0,1,generator_only,18
5457,district_hospital,O2_0074,peri_urban,44,0,0,0,0,oxygen_concentrator,1,0,2.9,0,4,0,1,0,0,0,0,0,0,25,funding_for_refill,2022,12,17,severe_malaria,0,17,0,7,3,267.0,42.0,1,grid_reliable,12
5458,district_hospital,O2_0023,urban,57,0,0,0,0,oxygen_concentrator,1,0,1.7,0,2,4,10,0,0,0,0,0,0,8,PSA_plant_breakdown,2022,3,16,pneumonia_child,0,16,0,7,5,157.0,42.0,0,solar,4
5459,district_hospital,O2_0088,rural,127,0,0,0,0,oxygen_concentrator,4,2,2.0,0,2,6,34,0,1,0,0,1,0,0,not_applicable,2024,7,14,severe_malaria,5,9,1,4,0,248.0,15.0,0,grid_unreliable,29
5460,district_hospital,O2_0112,peri_urban,102,0,1,0,0,cylinder_piped,3,2,15.5,0,4,2,2,0,1,1,1,1,1,0,not_applicable,2021,11,17,neonatal_respiratory,11,6,0,3,0,314.0,43.0,1,grid_unreliable,15
5461,district_hospital,O2_0056,peri_urban,74,1,0,0,0,LOX_bulk_tank,0,0,3.8,0,1,6,18,0,0,0,0,0,0,30,concentrator_malfunction,2021,7,10,heart_failure,0,10,0,1,2,270.0,6.0,0,grid_unreliable,60
5462,district_hospital,O2_0057,urban,70,0,0,0,0,cylinder_portable,0,0,21.6,1,7,5,15,0,0,0,0,1,1,0,not_applicable,2022,2,11,COPD_exacerbation,5,6,1,3,0,75.0,9.0,0,none,14
5463,district_hospital,O2_0096,rural,30,0,0,0,0,oxygen_concentrator,0,0,7.9,0,3,3,29,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,7,9,surgical_anaesthesia,0,9,0,5,2,224.0,15.0,0,grid_reliable,1
5464,district_hospital,O2_0103,rural,27,0,0,1,0,oxygen_concentrator,1,0,2.9,0,5,3,11,0,0,0,0,0,0,10,supplier_stockout,2023,4,7,other_hypoxemia,0,7,0,4,2,147.0,43.0,1,grid_unreliable,34
5465,district_hospital,O2_0038,rural,47,0,0,0,0,cylinder_portable,0,0,2.8,0,0,5,1,0,1,1,0,1,1,0,not_applicable,2023,11,10,COPD_exacerbation,3,7,0,3,0,231.0,143.0,0,none,9
5466,district_hospital,O2_0161,urban,84,0,0,0,0,none,0,0,1.1,0,1,4,9,0,0,0,0,0,0,16,demand_surge,2023,2,8,trauma,0,8,0,3,3,252.0,60.0,0,grid_unreliable,10
5467,district_hospital,O2_0162,peri_urban,69,0,0,1,0,cylinder_portable,0,0,2.3,1,3,6,3,0,0,0,0,0,0,26,concentrator_malfunction,2022,6,8,pneumonia_child,0,8,0,2,2,282.0,40.0,0,grid_unreliable,7
5468,district_hospital,O2_0045,urban,58,1,0,0,0,cylinder_piped,0,0,10.2,0,2,1,38,0,0,0,0,1,1,0,not_applicable,2022,1,9,sepsis,4,5,1,1,0,217.0,154.0,0,grid_reliable,2
5469,district_hospital,O2_0040,urban,43,0,0,0,0,oxygen_concentrator,1,0,9.4,0,4,3,6,0,0,0,0,0,0,1,power_outage,2022,5,11,pneumonia_adult,0,11,0,5,4,172.0,55.0,0,generator_only,3
5470,district_hospital,O2_0011,urban,70,0,0,0,0,LOX_bulk_tank,0,0,1.0,0,1,4,41,0,0,0,0,0,0,1,power_outage,2023,6,16,pneumonia_child,0,16,0,7,8,207.0,14.0,1,generator_only,6
5471,district_hospital,O2_0057,peri_urban,29,0,0,0,0,none,0,0,5.4,0,6,5,19,0,0,0,0,1,0,0,not_applicable,2023,5,16,trauma,7,9,1,3,0,300.0,1.0,0,grid_unreliable,3
5472,district_hospital,O2_0061,peri_urban,71,0,0,0,0,cylinder_portable,0,0,7.0,0,3,2,16,0,0,0,0,1,1,0,not_applicable,2021,8,15,heart_failure,8,7,1,5,0,208.0,61.0,1,grid_unreliable,8
5473,district_hospital,O2_0137,rural,31,0,0,1,0,oxygen_concentrator,0,0,4.5,0,3,3,4,0,0,0,0,0,0,18,empty_cylinders_not_collected,2021,12,11,neonatal_respiratory,0,11,0,3,0,198.0,134.0,1,grid_unreliable,28
5474,district_hospital,O2_0009,peri_urban,127,0,0,0,0,oxygen_concentrator,2,0,1.5,1,4,7,41,0,0,0,0,0,0,1,power_outage,2022,3,5,neonatal_respiratory,0,5,0,3,2,245.0,57.0,0,solar,11
5475,district_hospital,O2_0085,rural,74,0,0,0,0,cylinder_portable,1,0,8.7,0,3,0,4,0,0,0,0,1,1,6,power_outage,2023,12,10,sepsis,3,7,0,4,0,158.0,136.0,1,generator_only,11
5476,district_hospital,O2_0024,peri_urban,53,0,0,0,0,cylinder_portable,0,0,1.1,0,3,4,30,0,0,0,0,0,0,30,funding_for_refill,2022,4,13,pneumonia_child,0,13,0,8,4,15.0,29.0,0,generator_only,18
5477,district_hospital,O2_0002,rural,132,0,0,0,0,cylinder_portable,0,0,6.6,0,4,5,5,0,0,0,0,1,1,0,not_applicable,2023,4,14,neonatal_respiratory,4,10,0,5,0,265.0,8.0,1,generator_only,4
5478,district_hospital,O2_0050,urban,117,0,0,0,0,oxygen_concentrator,2,0,7.4,0,6,4,13,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,6,17,COPD_exacerbation,0,17,0,8,5,211.0,85.0,1,grid_unreliable,11
5479,district_hospital,O2_0109,peri_urban,110,0,0,0,0,cylinder_portable,0,0,1.1,0,6,1,49,0,1,0,0,0,0,10,cylinder_delivery_delay,2022,10,15,heart_failure,0,15,0,7,0,137.0,20.0,1,grid_unreliable,9
5480,district_hospital,O2_0053,urban,59,0,0,0,0,none,1,0,2.4,1,0,4,26,0,1,0,0,1,1,2,cylinder_delivery_delay,2021,4,13,sepsis,4,9,0,6,0,233.0,24.0,0,generator_only,37
5481,district_hospital,O2_0114,rural,88,0,0,0,0,oxygen_concentrator,1,0,2.3,0,2,6,8,0,0,0,0,1,0,0,not_applicable,2024,2,12,sepsis,9,3,1,1,0,49.0,31.0,1,generator_only,1
5482,district_hospital,O2_0052,rural,97,0,0,0,0,oxygen_concentrator,1,0,1.9,0,3,3,19,0,1,0,0,1,1,0,not_applicable,2024,2,11,other_hypoxemia,6,5,0,2,0,283.0,95.0,0,grid_unreliable,11
5483,district_hospital,O2_0127,peri_urban,52,0,0,1,0,oxygen_concentrator,3,1,1.0,0,7,4,18,0,0,0,0,1,1,0,not_applicable,2023,11,14,COPD_exacerbation,3,11,0,4,0,273.0,133.0,0,grid_unreliable,4
5484,district_hospital,O2_0066,urban,56,0,0,0,0,cylinder_portable,0,0,0.4,0,2,1,44,0,1,1,0,1,0,0,not_applicable,2023,1,15,pneumonia_child,3,12,1,6,0,299.0,64.0,0,grid_unreliable,28
5485,district_hospital,O2_0064,peri_urban,18,0,0,0,0,cylinder_piped,0,0,2.1,0,2,3,77,0,1,1,0,1,1,0,not_applicable,2024,9,11,heart_failure,2,9,1,2,0,231.0,153.0,1,grid_reliable,14
5486,district_hospital,O2_0091,urban,63,0,0,0,0,cylinder_portable,0,0,3.0,0,2,3,31,0,1,0,0,0,0,2,cylinder_delivery_delay,2022,11,12,heart_failure,0,12,0,2,3,230.0,17.0,1,generator_only,27
5487,district_hospital,O2_0108,rural,78,0,0,0,0,cylinder_piped,0,0,3.8,0,2,5,25,0,1,0,0,0,0,3,concentrator_malfunction,2023,10,10,asthma_severe,0,10,0,6,3,247.0,35.0,0,none,7
5488,district_hospital,O2_0056,peri_urban,83,0,0,0,0,cylinder_portable,4,1,4.5,0,5,0,3,0,0,0,0,0,0,4,regulator_valve_failure,2024,11,12,COVID19_severe,0,12,0,4,0,205.0,200.0,1,none,14
5489,district_hospital,O2_0135,rural,57,0,0,0,0,oxygen_concentrator,3,1,0.8,0,4,3,2,0,1,0,0,1,1,0,not_applicable,2023,3,11,neonatal_respiratory,5,6,1,1,0,153.0,39.0,0,grid_unreliable,16
5490,district_hospital,O2_0008,urban,46,0,0,0,0,cylinder_portable,0,0,9.7,0,5,4,0,0,1,0,0,1,1,0,not_applicable,2023,9,12,neonatal_respiratory,4,8,0,4,0,204.0,44.0,0,none,18
5491,district_hospital,O2_0166,peri_urban,5,0,0,0,0,oxygen_concentrator,4,2,17.3,0,2,5,1,0,0,0,0,0,0,6,concentrator_malfunction,2021,12,9,neonatal_respiratory,0,9,0,2,3,30.0,12.0,1,generator_only,12
5492,district_hospital,O2_0181,rural,17,0,0,0,1,oxygen_concentrator,3,1,6.3,1,5,4,11,0,0,0,0,0,0,11,power_outage,2024,8,15,severe_malaria,0,15,0,8,1,201.0,63.0,0,solar,22
5493,district_hospital,O2_0022,urban,5,0,0,0,0,cylinder_portable,4,1,0.1,0,2,2,38,0,1,1,0,1,1,0,not_applicable,2021,12,14,trauma,7,7,1,5,0,204.0,29.0,0,none,18
5494,district_hospital,O2_0034,rural,52,0,0,0,0,cylinder_portable,3,1,2.2,0,1,4,16,0,0,0,0,1,1,0,not_applicable,2024,3,13,neonatal_respiratory,9,4,0,1,0,203.0,18.0,1,none,22
5495,district_hospital,O2_0005,urban,69,0,0,0,0,cylinder_piped,0,0,0.1,0,5,3,7,0,0,0,0,0,0,5,cylinder_delivery_delay,2021,6,10,heart_failure,0,10,0,3,3,198.0,24.0,1,generator_only,6
5496,district_hospital,O2_0195,rural,94,1,0,0,1,oxygen_concentrator,2,0,8.8,1,7,4,20,0,0,0,0,0,0,3,supplier_stockout,2023,3,9,surgical_anaesthesia,0,9,0,5,2,10.0,78.0,0,grid_unreliable,34
5497,district_hospital,O2_0159,rural,147,0,0,0,0,cylinder_piped,0,0,4.6,0,1,4,31,0,0,0,0,0,0,12,supplier_stockout,2022,2,12,pneumonia_adult,0,12,0,5,2,287.0,12.0,1,solar,38
5498,district_hospital,O2_0031,rural,38,0,0,0,0,oxygen_concentrator,1,0,6.2,0,3,3,5,0,0,0,0,0,0,8,demand_surge,2022,4,14,trauma,0,14,0,6,3,205.0,49.0,0,none,0
5499,district_hospital,O2_0117,peri_urban,90,0,0,0,0,cylinder_portable,0,0,3.7,0,3,4,6,0,1,0,0,1,1,0,not_applicable,2022,12,12,other_hypoxemia,5,7,0,3,0,183.0,6.0,0,generator_only,1
5500,district_hospital,O2_0157,rural,17,0,0,0,0,cylinder_piped,0,0,0.4,0,2,6,33,0,1,1,0,1,1,0,not_applicable,2022,11,14,severe_malaria,2,12,0,6,0,146.0,17.0,0,grid_unreliable,2
5501,district_hospital,O2_0037,peri_urban,61,0,0,0,0,none,0,0,8.0,0,4,5,46,0,1,0,0,1,1,0,not_applicable,2023,12,7,pneumonia_child,3,4,0,1,0,215.0,75.0,0,grid_unreliable,11
5502,district_hospital,O2_0197,rural,70,0,0,0,0,cylinder_portable,0,0,3.1,1,4,3,3,0,0,0,0,0,0,4,no_oxygen_source,2023,9,10,severe_malaria,0,10,0,5,2,170.0,21.0,0,grid_reliable,9
5503,district_hospital,O2_0088,peri_urban,107,0,0,0,0,oxygen_concentrator,0,0,1.0,0,4,4,29,0,0,0,0,0,0,1,funding_for_refill,2023,7,7,neonatal_respiratory,0,7,0,3,2,247.0,17.0,0,solar,3
5504,district_hospital,O2_0194,rural,5,0,0,0,0,cylinder_portable,0,0,0.5,0,4,2,17,0,0,0,0,1,1,0,not_applicable,2021,4,11,pneumonia_child,3,8,0,5,0,194.0,122.0,0,generator_only,10
5505,district_hospital,O2_0135,peri_urban,5,0,0,0,0,cylinder_portable,0,0,12.9,0,4,0,78,0,0,0,0,1,1,0,not_applicable,2024,10,14,pneumonia_adult,2,12,0,7,0,321.0,232.0,1,grid_unreliable,2
5506,district_hospital,O2_0074,peri_urban,17,0,1,1,0,oxygen_concentrator,3,1,11.3,0,3,4,0,0,1,1,0,1,1,0,not_applicable,2022,4,19,surgical_anaesthesia,9,10,1,3,0,85.0,72.0,1,none,0
5507,district_hospital,O2_0085,peri_urban,68,0,0,0,0,LOX_bulk_tank,0,0,13.5,0,1,7,18,0,0,0,0,0,0,6,PSA_plant_breakdown,2021,2,14,pneumonia_child,0,14,0,4,3,268.0,26.0,0,solar,20
5508,district_hospital,O2_0128,urban,29,0,0,0,0,cylinder_piped,0,0,3.1,0,5,5,49,0,1,0,0,1,1,0,not_applicable,2023,3,13,trauma,3,10,1,5,0,134.0,95.0,0,grid_unreliable,7
5509,district_hospital,O2_0117,urban,134,0,0,0,0,oxygen_concentrator,3,1,1.1,0,0,4,27,0,0,0,0,1,1,0,not_applicable,2024,11,8,heart_failure,3,5,1,1,0,166.0,111.0,1,grid_unreliable,22
5510,district_hospital,O2_0165,peri_urban,61,0,0,0,0,cylinder_piped,0,0,5.5,0,3,7,12,0,0,0,0,1,1,0,not_applicable,2024,7,11,neonatal_respiratory,4,7,1,5,0,131.0,68.0,0,solar,14
5511,district_hospital,O2_0124,urban,69,0,0,0,0,LOX_bulk_tank,2,1,0.7,0,6,7,6,0,0,0,0,1,1,0,not_applicable,2024,8,14,neonatal_respiratory,8,6,1,3,0,203.0,4.0,0,solar,2
5512,district_hospital,O2_0006,rural,59,0,0,0,0,cylinder_portable,0,0,0.0,0,3,2,20,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,1,10,COPD_exacerbation,0,10,0,5,1,121.0,41.0,1,grid_unreliable,20
5513,district_hospital,O2_0017,rural,86,0,0,0,0,cylinder_piped,0,0,1.7,0,5,3,49,0,0,0,0,0,0,4,piping_system_leak,2023,4,13,COVID19_severe,0,13,0,6,3,127.0,18.0,0,grid_unreliable,5
5514,district_hospital,O2_0188,peri_urban,105,0,1,0,0,cylinder_portable,0,0,1.6,0,5,2,6,0,1,0,0,0,0,6,demand_surge,2022,4,17,severe_malaria,0,17,0,8,3,286.0,18.0,0,grid_unreliable,10
5515,district_hospital,O2_0135,rural,79,0,0,0,0,oxygen_concentrator,3,0,10.5,0,3,2,22,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,1,17,COVID19_severe,0,17,0,7,9,196.0,104.0,0,grid_unreliable,3
5516,district_hospital,O2_0193,rural,23,0,0,0,0,PSA_plant_onsite,0,0,1.1,1,5,6,35,1,0,0,0,0,0,6,supplier_stockout,2024,4,7,pneumonia_child,0,7,0,3,2,343.0,23.0,1,none,27
5517,district_hospital,O2_0171,peri_urban,139,0,0,0,0,oxygen_concentrator,2,0,3.5,0,4,4,2,0,0,0,0,0,0,4,concentrator_malfunction,2021,2,13,severe_malaria,0,13,0,6,5,242.0,12.0,1,solar,8
5518,district_hospital,O2_0054,rural,5,0,0,0,0,cylinder_portable,0,0,1.1,0,8,6,10,0,0,0,0,0,0,5,no_oxygen_source,2024,8,11,pneumonia_child,0,11,0,4,1,134.0,86.0,0,none,0
5519,district_hospital,O2_0003,rural,5,0,0,0,0,oxygen_concentrator,1,0,2.0,0,1,3,13,0,0,0,0,1,0,0,not_applicable,2022,10,13,heart_failure,7,6,1,2,0,102.0,299.0,0,generator_only,6
5520,district_hospital,O2_0085,peri_urban,126,0,0,0,0,cylinder_portable,0,0,6.4,0,5,7,1,0,1,0,0,0,0,1,regulator_valve_failure,2024,1,17,sepsis,0,17,0,8,1,119.0,21.0,0,solar,14
5521,district_hospital,O2_0164,rural,69,0,0,0,0,cylinder_piped,0,0,1.1,0,1,2,26,0,0,0,0,1,1,13,cylinder_delivery_delay,2021,4,10,severe_malaria,4,6,0,5,0,111.0,55.0,0,none,0
5522,district_hospital,O2_0195,urban,88,0,0,0,0,cylinder_portable,0,0,3.7,0,3,5,27,0,0,0,0,1,1,0,not_applicable,2021,8,11,severe_malaria,3,8,0,3,0,116.0,11.0,0,grid_unreliable,7
5523,district_hospital,O2_0024,urban,77,0,0,0,0,cylinder_portable,0,0,10.4,0,3,2,3,0,0,0,0,1,1,0,not_applicable,2024,4,10,surgical_anaesthesia,6,4,1,4,0,234.0,7.0,1,none,1
5524,district_hospital,O2_0041,peri_urban,56,0,0,0,0,cylinder_portable,0,0,3.0,0,5,2,4,0,0,0,0,1,1,0,not_applicable,2023,3,18,COVID19_severe,11,7,0,4,0,253.0,25.0,1,grid_unreliable,2
5525,district_hospital,O2_0065,peri_urban,104,0,0,0,0,oxygen_concentrator,1,0,1.9,0,3,7,14,0,0,0,0,1,1,0,not_applicable,2024,4,11,COVID19_severe,3,8,0,3,0,185.0,294.0,1,generator_only,0
5526,district_hospital,O2_0116,urban,27,0,0,0,0,oxygen_concentrator,0,0,3.8,0,7,5,1,0,1,0,0,1,1,0,not_applicable,2023,9,7,severe_malaria,3,4,0,1,0,194.0,8.0,0,none,12
5527,district_hospital,O2_0059,rural,38,0,0,0,0,cylinder_piped,0,0,1.3,0,2,5,4,0,1,1,1,0,0,1,empty_cylinders_not_collected,2023,4,10,pneumonia_adult,0,10,0,5,1,330.0,38.0,1,grid_unreliable,10
5528,district_hospital,O2_0120,rural,48,0,0,0,0,cylinder_portable,0,0,4.8,0,5,2,14,0,0,0,0,0,0,9,empty_cylinders_not_collected,2023,7,12,COPD_exacerbation,0,12,0,4,5,149.0,17.0,0,generator_only,17
5529,district_hospital,O2_0031,rural,5,0,0,0,0,LOX_bulk_tank,0,0,1.3,0,2,1,18,0,0,0,0,1,1,0,not_applicable,2023,1,12,COVID19_severe,7,5,0,2,0,162.0,20.0,1,solar,13
5530,district_hospital,O2_0057,urban,15,0,0,0,0,none,0,0,4.7,0,4,4,14,0,1,0,0,1,1,0,not_applicable,2024,5,10,pneumonia_adult,5,5,0,3,0,185.0,18.0,1,grid_reliable,8
5531,district_hospital,O2_0142,rural,62,0,0,0,0,cylinder_portable,0,0,1.9,0,0,3,67,0,0,0,0,0,0,30,regulator_valve_failure,2022,4,16,severe_malaria,0,16,0,7,8,274.0,104.0,1,grid_unreliable,10
5532,district_hospital,O2_0033,peri_urban,71,0,0,0,0,LOX_bulk_tank,0,0,9.0,0,1,2,23,0,0,0,0,1,1,0,not_applicable,2024,3,8,pneumonia_adult,3,5,0,4,0,198.0,47.0,0,solar,40
5533,district_hospital,O2_0142,rural,66,0,0,0,0,cylinder_portable,0,0,1.9,0,6,7,43,0,0,0,0,0,0,1,no_oxygen_source,2024,3,9,asthma_severe,0,9,0,2,3,145.0,11.0,0,grid_unreliable,2
5534,district_hospital,O2_0033,rural,70,0,0,0,0,none,0,0,2.4,0,1,4,43,0,0,0,0,0,0,6,demand_surge,2022,6,13,neonatal_respiratory,0,13,0,8,6,233.0,53.0,1,solar,8
5535,district_hospital,O2_0077,peri_urban,58,0,0,0,0,oxygen_concentrator,4,1,2.7,0,3,9,14,0,1,0,0,0,0,1,funding_for_refill,2024,9,9,other_hypoxemia,0,9,0,3,1,278.0,84.0,1,grid_unreliable,30
5536,district_hospital,O2_0006,peri_urban,7,0,0,0,0,cylinder_portable,0,0,18.6,0,5,5,7,0,0,0,0,0,0,15,PSA_plant_breakdown,2024,1,10,neonatal_respiratory,0,10,0,5,3,130.0,64.0,0,solar,5
5537,district_hospital,O2_0159,peri_urban,62,0,0,0,0,PSA_plant_onsite,0,0,14.9,0,2,3,9,1,0,0,0,0,0,1,cylinder_delivery_delay,2022,12,21,surgical_anaesthesia,0,21,0,5,7,227.0,64.0,1,grid_unreliable,13
5538,district_hospital,O2_0025,peri_urban,33,0,0,0,0,cylinder_portable,0,0,2.0,1,4,4,50,0,1,0,0,0,0,22,cylinder_delivery_delay,2024,12,8,pneumonia_child,0,8,0,5,2,214.0,20.0,0,none,1
5539,district_hospital,O2_0066,rural,41,0,0,0,0,cylinder_portable,0,0,13.7,0,1,4,17,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,6,18,COPD_exacerbation,0,18,0,12,0,64.0,51.0,0,grid_reliable,15
5540,district_hospital,O2_0110,rural,62,0,0,0,0,oxygen_concentrator,0,0,3.0,0,3,2,1,0,1,0,0,0,0,30,funding_for_refill,2022,12,15,neonatal_respiratory,0,15,0,6,6,266.0,4.0,0,grid_unreliable,26
5541,district_hospital,O2_0117,urban,110,0,0,0,0,cylinder_portable,0,0,0.7,0,2,3,9,0,0,0,0,1,1,0,not_applicable,2021,11,8,other_hypoxemia,3,5,1,1,0,232.0,4.0,1,none,16
5542,district_hospital,O2_0108,rural,79,0,0,0,0,cylinder_portable,0,0,3.2,0,4,1,21,0,1,0,0,1,1,0,not_applicable,2024,3,14,neonatal_respiratory,5,9,0,3,0,214.0,124.0,0,grid_unreliable,44
5543,district_hospital,O2_0190,rural,121,0,0,0,0,oxygen_concentrator,2,0,1.4,0,2,4,17,0,0,0,0,1,0,0,not_applicable,2021,3,10,pneumonia_child,4,6,0,2,0,290.0,36.0,1,grid_reliable,12
5544,district_hospital,O2_0059,rural,84,0,0,0,0,cylinder_portable,0,0,0.4,0,2,2,11,0,0,0,0,1,0,0,not_applicable,2024,11,16,pneumonia_adult,7,9,0,3,0,228.0,25.0,0,grid_unreliable,5
5545,district_hospital,O2_0017,rural,64,0,0,0,0,cylinder_piped,0,0,7.9,1,3,6,19,0,0,0,0,1,0,1,power_outage,2023,3,14,severe_malaria,7,7,1,4,0,53.0,10.0,1,grid_reliable,2
5546,district_hospital,O2_0198,rural,75,0,0,0,0,cylinder_portable,0,0,5.3,0,7,4,23,0,0,0,0,1,1,0,not_applicable,2024,4,16,heart_failure,9,7,1,4,0,186.0,12.0,0,solar,4
5547,district_hospital,O2_0196,rural,5,0,0,0,0,cylinder_portable,0,0,1.5,0,1,3,2,0,1,0,0,0,0,2,power_outage,2024,3,11,pneumonia_child,0,11,0,6,2,213.0,11.0,0,generator_only,9
5548,district_hospital,O2_0089,urban,93,0,0,0,0,oxygen_concentrator,2,1,0.8,0,6,4,9,0,1,1,1,0,0,1,funding_for_refill,2021,10,20,asthma_severe,0,20,0,8,0,132.0,18.0,0,none,6
5549,district_hospital,O2_0126,peri_urban,68,0,0,0,0,none,0,0,0.4,1,2,4,12,0,0,0,0,0,0,7,regulator_valve_failure,2023,3,17,sepsis,0,17,0,6,2,75.0,37.0,1,solar,7
5550,district_hospital,O2_0127,peri_urban,93,0,0,0,0,none,3,1,6.3,0,4,5,5,0,0,0,0,0,0,3,concentrator_malfunction,2022,1,10,pneumonia_child,0,10,0,2,4,140.0,211.0,0,grid_unreliable,4
5551,district_hospital,O2_0011,urban,5,0,0,1,0,oxygen_concentrator,3,0,4.1,0,5,4,25,0,0,0,0,0,0,30,concentrator_malfunction,2024,12,7,heart_failure,0,7,0,5,2,205.0,144.0,1,grid_unreliable,3
5552,district_hospital,O2_0073,peri_urban,48,0,0,0,0,cylinder_portable,0,0,2.0,0,5,1,8,0,0,0,0,0,0,13,cylinder_delivery_delay,2023,11,16,COVID19_severe,0,16,0,10,4,200.0,56.0,1,none,18
5553,district_hospital,O2_0110,peri_urban,48,0,0,0,0,cylinder_portable,0,0,7.4,0,2,3,6,0,0,0,0,0,0,23,empty_cylinders_not_collected,2023,7,12,neonatal_respiratory,0,12,0,4,5,234.0,21.0,0,generator_only,17
5554,district_hospital,O2_0060,rural,13,0,0,0,0,oxygen_concentrator,0,0,16.0,0,2,6,6,0,0,0,0,1,0,0,not_applicable,2024,7,9,other_hypoxemia,4,5,1,0,0,261.0,47.0,0,generator_only,19
5555,district_hospital,O2_0089,rural,5,0,0,0,0,PSA_plant_onsite,0,0,16.4,0,1,3,18,0,1,0,0,1,1,0,not_applicable,2021,8,18,pneumonia_child,10,8,0,3,0,228.0,109.0,0,none,7
5556,district_hospital,O2_0033,peri_urban,5,0,0,0,0,cylinder_piped,0,0,0.0,0,1,3,19,0,0,0,0,1,1,0,not_applicable,2024,4,11,pneumonia_child,3,8,0,4,0,193.0,38.0,0,solar,5
5557,district_hospital,O2_0047,rural,38,0,0,0,0,cylinder_portable,0,0,6.8,0,6,5,10,0,0,0,0,0,0,23,concentrator_malfunction,2022,4,8,pneumonia_child,0,8,0,3,1,140.0,3.0,0,solar,4
5558,district_hospital,O2_0145,urban,25,0,0,0,0,cylinder_portable,1,0,2.7,0,3,5,15,0,0,0,0,1,1,0,not_applicable,2024,7,14,surgical_anaesthesia,6,8,0,4,0,149.0,1.0,1,solar,43
5559,district_hospital,O2_0051,rural,20,0,0,0,0,oxygen_concentrator,2,0,1.9,0,1,2,71,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,3,10,other_hypoxemia,0,10,0,4,5,247.0,65.0,1,grid_unreliable,33
5560,district_hospital,O2_0011,rural,66,0,0,0,0,cylinder_piped,0,0,13.1,0,7,2,4,0,0,0,0,0,0,5,demand_surge,2024,5,11,asthma_severe,0,11,0,4,5,197.0,55.0,0,none,20
5561,district_hospital,O2_0036,urban,72,0,0,0,0,cylinder_portable,3,2,3.9,0,2,3,22,0,0,0,0,0,0,12,no_oxygen_source,2022,6,14,severe_malaria,0,14,0,4,3,266.0,40.0,1,solar,7
5562,district_hospital,O2_0052,peri_urban,9,0,0,0,0,cylinder_portable,0,0,2.7,0,4,3,21,0,0,0,0,0,0,8,PSA_plant_breakdown,2023,2,13,neonatal_respiratory,0,13,0,6,4,279.0,22.0,0,grid_unreliable,8
5563,district_hospital,O2_0008,rural,175,0,0,0,0,oxygen_concentrator,1,0,5.5,0,2,3,21,0,0,0,0,1,1,0,not_applicable,2021,11,14,other_hypoxemia,4,10,0,9,0,254.0,20.0,1,generator_only,18
5564,district_hospital,O2_0017,rural,56,0,0,0,0,cylinder_portable,0,0,4.8,0,1,4,26,0,0,0,0,1,1,0,not_applicable,2023,8,17,heart_failure,10,7,0,3,0,205.0,27.0,1,none,6
5565,district_hospital,O2_0139,peri_urban,83,0,0,0,0,oxygen_concentrator,3,0,6.5,0,2,5,37,0,0,0,0,1,0,0,not_applicable,2022,3,13,COVID19_severe,5,8,1,3,0,203.0,1.0,0,grid_unreliable,7
5566,district_hospital,O2_0023,peri_urban,57,0,1,0,0,cylinder_portable,0,0,9.1,0,4,3,3,0,0,0,0,1,1,0,not_applicable,2022,12,12,COVID19_severe,6,6,0,4,0,169.0,8.0,1,grid_unreliable,21
5567,district_hospital,O2_0159,peri_urban,58,0,0,0,0,oxygen_concentrator,1,0,0.4,0,3,8,30,0,1,0,0,0,0,14,PSA_plant_breakdown,2021,11,15,neonatal_respiratory,0,15,0,7,1,116.0,35.0,1,generator_only,18
5568,district_hospital,O2_0013,rural,59,1,0,0,0,none,0,0,5.4,0,3,4,13,0,1,0,0,1,1,0,not_applicable,2023,6,12,surgical_anaesthesia,6,6,0,2,0,225.0,20.0,0,generator_only,45
5569,district_hospital,O2_0070,rural,34,0,0,0,1,cylinder_portable,0,0,4.7,1,2,5,4,0,1,0,0,1,1,0,not_applicable,2023,4,15,pneumonia_child,8,7,0,4,0,0.0,36.0,1,grid_unreliable,4
5570,district_hospital,O2_0128,rural,83,0,0,0,0,oxygen_concentrator,2,0,12.2,0,4,2,7,0,1,0,0,1,1,0,not_applicable,2022,1,15,trauma,7,8,0,3,0,219.0,23.0,0,none,9
5571,district_hospital,O2_0093,peri_urban,71,0,0,0,0,oxygen_concentrator,4,2,0.7,1,2,4,47,0,0,0,0,0,0,1,power_outage,2021,8,12,pneumonia_child,0,12,0,4,4,175.0,61.0,1,grid_unreliable,70
5572,district_hospital,O2_0039,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.5,0,4,5,16,0,0,0,0,1,0,0,not_applicable,2024,5,13,pneumonia_adult,6,7,1,3,0,309.0,5.0,0,solar,14
5573,district_hospital,O2_0062,urban,10,0,0,0,0,cylinder_portable,0,0,6.9,0,4,3,8,0,0,0,0,0,0,24,no_oxygen_source,2022,4,19,surgical_anaesthesia,0,19,0,8,9,267.0,74.0,1,grid_unreliable,16
5574,district_hospital,O2_0135,rural,91,0,0,0,0,none,0,0,1.8,1,2,4,62,0,0,0,0,0,0,30,supplier_stockout,2024,9,12,heart_failure,0,12,0,4,3,185.0,10.0,0,grid_unreliable,12
5575,district_hospital,O2_0169,peri_urban,60,0,0,0,0,cylinder_portable,0,0,10.4,0,3,5,15,0,1,0,0,0,0,9,cylinder_delivery_delay,2022,12,4,neonatal_respiratory,0,4,0,1,2,81.0,27.0,1,generator_only,18
5576,district_hospital,O2_0157,urban,41,0,0,0,0,cylinder_piped,0,0,3.1,0,3,5,9,0,0,0,0,0,0,7,cylinder_delivery_delay,2022,9,14,trauma,0,14,0,5,6,213.0,14.0,1,generator_only,0
5577,district_hospital,O2_0059,rural,79,0,0,0,0,cylinder_portable,0,0,4.2,0,3,7,4,0,0,0,0,1,0,0,not_applicable,2021,11,10,surgical_anaesthesia,3,7,0,1,0,147.0,148.0,1,grid_reliable,3
5578,district_hospital,O2_0032,rural,76,0,0,0,0,cylinder_piped,0,0,4.3,0,1,3,3,0,0,0,0,0,0,2,concentrator_malfunction,2024,6,8,heart_failure,0,8,0,4,3,200.0,3.0,0,grid_unreliable,1
5579,district_hospital,O2_0173,rural,68,0,0,0,0,oxygen_concentrator,1,0,0.8,0,4,2,3,0,0,0,0,0,0,3,concentrator_malfunction,2023,1,14,COVID19_severe,0,14,0,9,2,186.0,26.0,0,grid_unreliable,1
5580,district_hospital,O2_0172,rural,21,0,0,0,0,cylinder_portable,0,0,3.3,0,6,3,19,0,0,0,0,0,0,3,cylinder_delivery_delay,2021,2,11,pneumonia_child,0,11,0,8,5,122.0,34.0,0,none,0
5581,district_hospital,O2_0134,peri_urban,81,0,0,0,0,none,1,0,10.2,0,3,3,21,0,1,0,0,0,0,2,cylinder_delivery_delay,2021,6,8,pneumonia_child,0,8,0,5,3,230.0,82.0,0,grid_unreliable,57
5582,district_hospital,O2_0192,peri_urban,25,0,0,0,0,cylinder_portable,0,0,10.7,0,2,4,15,0,1,1,1,0,0,7,concentrator_malfunction,2023,10,9,pneumonia_adult,0,9,0,2,2,122.0,98.0,0,grid_unreliable,30
5583,district_hospital,O2_0165,peri_urban,114,0,0,0,0,none,0,0,5.4,0,3,7,30,0,0,0,0,1,0,0,not_applicable,2024,11,16,pneumonia_child,6,10,0,5,0,271.0,41.0,1,grid_unreliable,2
5584,district_hospital,O2_0077,rural,49,0,0,0,0,oxygen_concentrator,1,0,1.0,0,1,6,18,0,1,1,1,0,0,11,concentrator_malfunction,2022,12,10,neonatal_respiratory,0,10,0,4,0,213.0,60.0,1,generator_only,7
5585,district_hospital,O2_0054,rural,96,0,0,0,0,cylinder_portable,0,0,0.8,0,2,2,20,0,1,0,0,1,0,0,not_applicable,2024,10,14,surgical_anaesthesia,5,9,0,3,0,180.0,88.0,1,none,2
5586,district_hospital,O2_0056,peri_urban,97,0,0,0,0,PSA_plant_onsite,0,0,6.8,0,2,5,7,1,0,0,0,0,0,1,cylinder_delivery_delay,2022,9,11,pneumonia_adult,0,11,0,6,4,456.0,10.0,0,generator_only,14
5587,district_hospital,O2_0122,peri_urban,18,0,0,0,0,oxygen_concentrator,3,2,9.4,1,5,4,6,0,0,0,0,0,0,7,concentrator_malfunction,2023,3,12,pneumonia_child,0,12,0,6,2,277.0,20.0,0,none,73
5588,district_hospital,O2_0011,rural,94,0,0,0,0,none,0,0,6.9,0,4,2,36,0,0,0,0,0,0,24,cylinder_delivery_delay,2022,1,10,neonatal_respiratory,0,10,0,4,4,134.0,49.0,0,grid_reliable,32
5589,district_hospital,O2_0176,urban,45,0,0,0,0,cylinder_portable,0,0,0.8,0,6,4,52,0,1,0,0,1,1,0,not_applicable,2021,11,15,neonatal_respiratory,5,10,0,4,0,45.0,2.0,0,grid_reliable,4
5590,district_hospital,O2_0173,rural,5,0,0,0,1,cylinder_portable,0,0,4.6,1,2,3,35,0,1,0,0,0,0,4,power_outage,2023,12,22,pneumonia_child,0,22,0,8,6,223.0,49.0,0,grid_unreliable,23
5591,district_hospital,O2_0010,peri_urban,43,0,0,1,0,none,0,0,3.0,0,3,6,30,0,0,0,0,0,0,17,empty_cylinders_not_collected,2023,3,13,pneumonia_child,0,13,0,9,5,215.0,72.0,1,generator_only,46
5592,district_hospital,O2_0107,peri_urban,99,0,0,0,0,none,0,0,2.3,0,3,1,4,0,0,0,0,0,0,14,empty_cylinders_not_collected,2022,5,10,COVID19_severe,0,10,0,4,3,208.0,137.0,1,none,25
5593,district_hospital,O2_0170,rural,98,0,0,0,1,cylinder_portable,1,0,2.8,1,3,5,5,0,0,0,0,1,0,0,not_applicable,2021,2,16,neonatal_respiratory,5,11,1,7,0,76.0,39.0,1,generator_only,4
5594,district_hospital,O2_0012,peri_urban,102,0,0,0,0,none,0,0,32.9,0,3,1,72,0,0,0,0,0,0,1,power_outage,2023,5,10,neonatal_respiratory,0,10,0,6,1,372.0,24.0,1,generator_only,10
5595,district_hospital,O2_0056,rural,67,0,0,0,0,cylinder_portable,0,0,4.9,0,1,2,30,0,1,1,1,1,0,0,not_applicable,2022,9,16,pneumonia_child,7,9,1,6,0,133.0,42.0,0,solar,22
5596,district_hospital,O2_0176,rural,52,0,0,0,0,none,3,1,0.5,0,2,7,35,0,0,0,0,0,0,16,concentrator_malfunction,2023,7,10,COPD_exacerbation,0,10,0,7,1,147.0,16.0,1,grid_unreliable,4
5597,district_hospital,O2_0001,rural,60,0,0,0,0,cylinder_portable,0,0,3.4,0,3,2,8,0,1,0,0,0,0,14,cylinder_delivery_delay,2023,8,20,surgical_anaesthesia,0,20,0,12,4,175.0,55.0,1,solar,16
5598,district_hospital,O2_0031,peri_urban,42,0,0,0,0,cylinder_portable,0,0,3.7,0,4,2,43,0,0,0,0,1,1,0,not_applicable,2023,2,13,pneumonia_child,5,8,0,3,0,189.0,39.0,1,solar,4
5599,district_hospital,O2_0063,rural,154,0,0,0,0,cylinder_piped,0,0,6.6,0,5,4,29,0,1,1,0,0,0,13,no_oxygen_source,2024,12,15,severe_malaria,0,15,0,7,6,131.0,10.0,0,none,7
5600,district_hospital,O2_0121,urban,80,0,0,0,0,oxygen_concentrator,2,0,0.8,0,2,3,28,0,0,0,0,0,0,8,power_outage,2022,8,12,severe_malaria,0,12,0,5,5,188.0,6.0,0,generator_only,8
5601,district_hospital,O2_0186,peri_urban,55,0,0,0,0,cylinder_piped,0,0,2.0,1,6,3,41,0,0,0,0,1,0,0,not_applicable,2023,7,15,trauma,4,11,0,5,0,33.0,24.0,0,none,25
5602,district_hospital,O2_0132,rural,35,0,0,0,0,oxygen_concentrator,1,0,0.6,0,4,4,16,0,1,0,0,0,0,23,concentrator_malfunction,2024,12,13,COVID19_severe,0,13,0,7,5,179.0,13.0,0,none,6
5603,district_hospital,O2_0044,peri_urban,83,0,0,0,0,cylinder_portable,0,0,20.0,0,0,4,9,0,0,0,0,0,0,12,cylinder_delivery_delay,2024,11,11,COVID19_severe,0,11,0,6,2,236.0,41.0,0,grid_unreliable,14
5604,district_hospital,O2_0073,urban,31,0,0,0,0,cylinder_portable,0,0,23.0,0,1,5,11,0,1,0,0,0,0,20,cylinder_delivery_delay,2024,12,15,pneumonia_child,0,15,0,4,8,117.0,36.0,0,grid_unreliable,4
5605,district_hospital,O2_0169,rural,62,0,0,0,0,none,0,0,10.8,0,2,2,5,0,1,0,0,1,1,0,not_applicable,2022,5,14,pneumonia_adult,9,5,0,1,0,213.0,3.0,0,grid_unreliable,13
5606,district_hospital,O2_0097,rural,76,0,0,0,0,cylinder_piped,0,0,15.5,0,5,5,24,0,1,1,0,0,0,14,funding_for_refill,2023,12,12,pneumonia_child,0,12,0,5,5,263.0,33.0,0,none,14
5607,district_hospital,O2_0105,rural,50,0,0,0,0,cylinder_portable,0,0,9.3,0,4,5,5,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,9,15,neonatal_respiratory,0,15,0,4,5,57.0,42.0,0,grid_unreliable,3
5608,district_hospital,O2_0097,peri_urban,53,0,0,0,0,cylinder_portable,1,0,3.3,0,2,9,8,0,0,0,0,0,0,11,concentrator_malfunction,2024,6,14,heart_failure,0,14,0,6,5,63.0,68.0,0,generator_only,15
5609,district_hospital,O2_0024,rural,58,0,0,0,0,oxygen_concentrator,0,0,2.9,0,3,6,8,0,0,0,0,1,1,1,concentrator_malfunction,2021,9,8,other_hypoxemia,4,4,0,1,0,214.0,4.0,1,grid_unreliable,17
5610,district_hospital,O2_0127,peri_urban,74,0,1,0,0,cylinder_portable,0,0,0.3,0,2,4,16,0,0,0,0,1,0,0,not_applicable,2024,11,15,trauma,5,10,0,5,0,212.0,118.0,0,grid_reliable,12
5611,district_hospital,O2_0106,peri_urban,5,0,0,0,0,none,0,0,2.8,0,4,2,5,0,0,0,0,1,0,0,not_applicable,2024,2,15,neonatal_respiratory,9,6,1,3,0,274.0,24.0,1,generator_only,11
5612,district_hospital,O2_0020,rural,5,0,0,0,0,none,0,0,8.9,0,3,5,0,0,1,1,1,1,1,7,cylinder_delivery_delay,2023,9,15,COVID19_severe,6,9,0,1,0,292.0,178.0,1,grid_unreliable,0
5613,district_hospital,O2_0138,peri_urban,33,0,0,0,0,cylinder_piped,0,0,2.2,0,2,6,5,0,0,0,0,1,0,0,not_applicable,2024,4,15,COVID19_severe,2,13,0,6,0,190.0,5.0,0,grid_unreliable,23
5614,district_hospital,O2_0178,urban,80,0,0,0,0,cylinder_portable,0,0,0.2,0,2,4,19,0,1,0,0,1,1,0,not_applicable,2024,2,7,pneumonia_child,1,6,0,2,0,209.0,15.0,0,none,14
5615,district_hospital,O2_0062,peri_urban,76,0,1,0,0,cylinder_portable,0,0,2.1,0,3,3,4,0,0,0,0,1,1,0,not_applicable,2024,3,16,surgical_anaesthesia,8,8,0,2,0,204.0,55.0,0,grid_reliable,0
5616,district_hospital,O2_0143,peri_urban,164,0,0,0,0,cylinder_portable,0,0,2.2,0,3,1,48,0,1,0,0,0,0,14,PSA_plant_breakdown,2023,2,6,neonatal_respiratory,0,6,0,4,0,104.0,12.0,0,none,13
5617,district_hospital,O2_0131,rural,132,0,0,0,0,cylinder_portable,0,0,9.3,0,2,2,8,0,0,0,0,1,1,0,not_applicable,2024,3,17,trauma,9,8,0,4,0,106.0,23.0,1,grid_reliable,2
5618,district_hospital,O2_0056,peri_urban,68,0,0,1,0,oxygen_concentrator,4,2,13.1,0,0,6,2,0,0,0,0,1,0,0,not_applicable,2022,4,12,surgical_anaesthesia,5,7,0,2,0,294.0,4.0,1,generator_only,24
5619,district_hospital,O2_0030,rural,42,0,0,0,1,none,0,0,7.5,1,2,3,17,0,1,0,0,0,0,1,demand_surge,2021,2,11,trauma,0,11,0,5,5,16.0,5.0,0,grid_unreliable,6
5620,district_hospital,O2_0143,peri_urban,78,0,0,0,0,cylinder_portable,0,0,0.7,0,4,5,8,0,0,0,0,1,0,8,funding_for_refill,2021,2,11,asthma_severe,6,5,1,4,0,211.0,93.0,1,solar,17
5621,district_hospital,O2_0153,urban,5,0,0,0,0,none,0,0,10.2,0,4,8,4,0,1,1,0,1,1,3,demand_surge,2021,7,13,pneumonia_adult,5,8,0,2,0,121.0,10.0,1,grid_unreliable,46
5622,district_hospital,O2_0177,peri_urban,86,0,0,0,0,cylinder_portable,0,0,1.2,0,3,4,43,0,0,0,0,0,0,12,supplier_stockout,2023,1,14,surgical_anaesthesia,0,14,0,5,3,154.0,23.0,0,grid_unreliable,13
5623,district_hospital,O2_0002,rural,5,0,0,0,0,cylinder_portable,0,0,1.2,0,5,1,5,0,0,0,0,0,0,5,cylinder_delivery_delay,2023,1,12,other_hypoxemia,0,12,0,4,5,300.0,3.0,1,grid_reliable,8
5624,district_hospital,O2_0150,peri_urban,37,0,0,0,0,cylinder_piped,0,0,2.2,0,1,3,2,0,0,0,0,1,1,0,not_applicable,2023,10,14,COPD_exacerbation,4,10,0,4,0,209.0,74.0,1,none,15
5625,district_hospital,O2_0045,rural,112,0,0,1,0,PSA_plant_onsite,2,1,0.3,0,5,6,66,0,1,1,1,0,0,1,cylinder_delivery_delay,2024,11,14,pneumonia_child,0,14,0,5,4,55.0,142.0,0,solar,4
5626,district_hospital,O2_0037,urban,80,0,0,0,0,oxygen_concentrator,0,0,6.7,0,3,2,3,0,0,0,0,0,0,1,concentrator_malfunction,2023,7,14,COVID19_severe,0,14,0,6,3,208.0,28.0,0,grid_unreliable,6
5627,district_hospital,O2_0027,peri_urban,70,0,0,0,0,oxygen_concentrator,3,0,1.3,0,2,4,64,0,0,0,0,1,1,0,not_applicable,2023,6,7,surgical_anaesthesia,3,4,1,2,0,215.0,18.0,1,grid_unreliable,4
5628,district_hospital,O2_0016,rural,119,0,0,0,0,cylinder_piped,0,0,0.7,0,6,4,16,0,0,0,0,0,0,1,demand_surge,2021,3,11,severe_malaria,0,11,0,5,2,286.0,11.0,0,none,3
5629,district_hospital,O2_0064,urban,20,0,0,0,0,cylinder_portable,1,0,4.6,0,3,1,82,0,0,0,0,0,0,8,piping_system_leak,2022,5,8,neonatal_respiratory,0,8,0,4,2,242.0,37.0,0,generator_only,12
5630,district_hospital,O2_0122,rural,25,0,0,0,1,cylinder_portable,2,0,3.3,1,3,7,43,0,1,1,1,0,0,1,power_outage,2023,12,9,heart_failure,0,9,0,6,3,243.0,51.0,0,generator_only,12
5631,district_hospital,O2_0049,rural,59,0,0,0,0,oxygen_concentrator,0,0,10.1,0,7,7,26,0,0,0,0,0,0,1,concentrator_malfunction,2022,5,10,sepsis,0,10,0,3,1,200.0,6.0,0,grid_reliable,15
5632,district_hospital,O2_0060,peri_urban,56,0,0,0,0,oxygen_concentrator,2,0,1.4,0,3,6,26,0,0,0,0,0,0,3,power_outage,2023,12,8,asthma_severe,0,8,0,4,3,272.0,30.0,0,grid_reliable,17
5633,district_hospital,O2_0035,urban,40,0,0,1,1,cylinder_portable,0,0,0.6,1,2,3,23,0,1,0,0,1,0,0,not_applicable,2024,12,16,COPD_exacerbation,2,14,0,8,0,259.0,7.0,1,generator_only,1
5634,district_hospital,O2_0011,rural,6,0,0,0,0,cylinder_portable,0,0,0.5,0,2,8,39,0,0,0,0,1,1,0,not_applicable,2024,2,18,pneumonia_child,6,12,1,8,0,58.0,57.0,0,grid_unreliable,34
5635,district_hospital,O2_0184,rural,92,0,0,0,0,cylinder_portable,1,0,6.2,0,6,5,0,0,0,0,0,1,1,5,empty_cylinders_not_collected,2024,12,14,pneumonia_child,8,6,1,1,0,57.0,112.0,1,grid_unreliable,3
5636,district_hospital,O2_0069,rural,60,0,0,0,0,oxygen_concentrator,2,1,4.0,0,3,1,7,0,0,0,0,0,0,10,concentrator_malfunction,2022,1,21,COPD_exacerbation,0,21,0,13,3,65.0,32.0,0,grid_unreliable,12
5637,district_hospital,O2_0049,rural,58,0,0,0,0,oxygen_concentrator,2,0,0.5,0,3,1,2,0,1,1,1,1,1,0,not_applicable,2024,4,8,pneumonia_adult,3,5,1,2,0,298.0,17.0,0,grid_unreliable,0
5638,district_hospital,O2_0089,peri_urban,136,0,0,0,0,cylinder_portable,0,0,5.8,0,8,3,34,0,0,0,0,0,0,3,no_oxygen_source,2024,3,3,surgical_anaesthesia,0,3,0,1,0,115.0,152.0,1,solar,39
5639,district_hospital,O2_0019,peri_urban,90,0,0,0,0,oxygen_concentrator,3,0,3.0,0,3,3,11,0,0,0,0,1,0,7,no_oxygen_source,2024,7,12,COVID19_severe,4,8,0,4,0,161.0,40.0,0,none,5
5640,district_hospital,O2_0093,peri_urban,13,0,0,0,0,oxygen_concentrator,3,2,1.2,1,4,4,3,0,1,1,0,1,0,0,not_applicable,2023,5,6,pneumonia_adult,0,6,0,1,0,267.0,46.0,0,grid_unreliable,0
5641,district_hospital,O2_0063,peri_urban,48,0,0,0,0,oxygen_concentrator,4,2,1.3,1,2,2,25,0,0,0,0,0,0,1,concentrator_malfunction,2022,2,7,pneumonia_adult,0,7,0,3,1,158.0,262.0,1,grid_unreliable,11
5642,district_hospital,O2_0143,rural,122,0,0,0,0,oxygen_concentrator,4,0,4.9,0,1,5,7,0,0,0,0,0,0,8,concentrator_malfunction,2024,1,9,severe_malaria,0,9,0,4,3,151.0,46.0,0,none,5
5643,district_hospital,O2_0121,rural,52,0,0,1,0,cylinder_portable,0,0,3.3,0,4,3,14,0,1,1,1,0,0,5,cylinder_delivery_delay,2023,4,13,neonatal_respiratory,0,13,0,4,6,199.0,7.0,0,generator_only,1
5644,district_hospital,O2_0173,peri_urban,66,0,0,0,0,oxygen_concentrator,3,2,19.1,0,3,4,29,0,0,0,0,0,0,1,concentrator_malfunction,2022,1,10,COVID19_severe,0,10,0,6,3,407.0,45.0,1,grid_unreliable,10
5645,district_hospital,O2_0153,peri_urban,71,0,0,0,0,cylinder_piped,0,0,1.0,1,0,6,1,0,0,0,0,0,0,5,empty_cylinders_not_collected,2023,1,11,pneumonia_child,0,11,0,5,2,163.0,60.0,0,grid_unreliable,1
5646,district_hospital,O2_0142,urban,38,0,0,0,0,cylinder_portable,0,0,10.2,0,5,4,13,0,0,0,0,1,1,2,power_outage,2023,6,15,COPD_exacerbation,7,8,1,6,0,136.0,25.0,0,grid_unreliable,11
5647,district_hospital,O2_0039,peri_urban,77,0,0,0,0,cylinder_portable,0,0,8.0,0,2,6,13,0,0,0,0,1,0,0,not_applicable,2021,1,8,trauma,2,6,1,2,0,233.0,5.0,0,none,14
5648,district_hospital,O2_0081,rural,107,0,0,0,0,cylinder_portable,0,0,0.2,0,6,3,30,0,0,0,0,0,0,14,cylinder_delivery_delay,2021,8,14,neonatal_respiratory,0,14,0,6,3,211.0,27.0,0,none,17
5649,district_hospital,O2_0134,rural,110,0,0,0,0,cylinder_piped,0,0,6.0,0,2,5,14,0,0,0,0,1,0,0,not_applicable,2024,4,12,COVID19_severe,6,6,1,2,0,219.0,7.0,0,solar,29
5650,district_hospital,O2_0188,peri_urban,19,0,0,0,0,cylinder_piped,0,0,2.2,0,0,9,13,0,1,1,0,0,0,1,concentrator_malfunction,2023,3,17,trauma,0,17,0,9,8,337.0,276.0,0,none,1
5651,district_hospital,O2_0189,rural,40,0,0,0,0,oxygen_concentrator,0,0,1.1,0,2,3,2,0,0,0,0,1,1,1,funding_for_refill,2023,12,15,neonatal_respiratory,5,10,1,5,0,125.0,15.0,1,none,6
5652,district_hospital,O2_0059,rural,108,0,0,0,0,oxygen_concentrator,1,0,5.7,0,2,6,38,0,0,0,0,0,0,8,concentrator_malfunction,2023,8,10,surgical_anaesthesia,0,10,0,2,0,143.0,60.0,0,solar,14
5653,district_hospital,O2_0077,urban,35,0,0,0,0,oxygen_concentrator,4,2,5.1,0,1,1,12,0,0,0,0,1,1,0,not_applicable,2023,8,14,neonatal_respiratory,7,7,0,2,0,230.0,9.0,0,generator_only,7
5654,district_hospital,O2_0181,urban,44,0,0,0,0,oxygen_concentrator,1,0,19.4,0,4,7,1,0,0,0,0,0,0,2,funding_for_refill,2023,2,12,pneumonia_child,0,12,0,6,6,75.0,103.0,0,grid_unreliable,0
5655,district_hospital,O2_0080,urban,5,0,0,0,0,oxygen_concentrator,2,1,8.3,0,3,9,18,0,0,0,0,1,1,0,not_applicable,2024,5,10,COVID19_severe,3,7,1,5,0,256.0,123.0,0,none,17
5656,district_hospital,O2_0065,peri_urban,89,0,0,0,0,oxygen_concentrator,1,0,1.9,0,5,6,24,0,0,0,0,1,1,0,not_applicable,2024,6,8,pneumonia_adult,2,6,0,3,0,193.0,0.0,0,grid_reliable,24
5657,district_hospital,O2_0141,rural,7,0,0,0,0,cylinder_portable,1,0,6.1,1,3,5,3,0,0,0,0,1,1,0,not_applicable,2024,4,16,heart_failure,9,7,1,2,0,175.0,22.0,0,generator_only,3
5658,district_hospital,O2_0183,rural,104,0,0,0,0,oxygen_concentrator,0,0,4.2,0,2,4,2,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,7,10,trauma,0,10,0,6,1,253.0,99.0,0,none,4
5659,district_hospital,O2_0075,urban,63,0,0,0,0,oxygen_concentrator,4,2,21.0,0,4,3,15,0,0,0,0,0,0,16,cylinder_delivery_delay,2023,6,15,surgical_anaesthesia,0,15,0,9,1,83.0,14.0,1,none,12
5660,district_hospital,O2_0106,rural,58,0,0,0,0,none,0,0,1.5,0,1,5,29,0,1,0,0,1,0,0,not_applicable,2022,8,9,pneumonia_child,2,7,1,4,0,333.0,41.0,0,generator_only,21
5661,district_hospital,O2_0010,peri_urban,52,0,0,0,0,cylinder_portable,2,1,2.2,0,2,5,2,0,0,0,0,0,0,13,power_outage,2023,12,11,pneumonia_child,0,11,0,2,4,126.0,5.0,0,none,41
5662,district_hospital,O2_0096,peri_urban,81,0,0,0,0,LOX_bulk_tank,0,0,10.0,1,4,3,1,0,0,0,0,0,0,8,regulator_valve_failure,2023,9,18,surgical_anaesthesia,0,18,0,7,5,176.0,91.0,0,grid_unreliable,36
5663,district_hospital,O2_0130,rural,149,0,0,0,0,cylinder_portable,3,1,13.6,0,1,5,13,0,0,0,0,1,1,0,not_applicable,2023,8,17,neonatal_respiratory,5,12,1,8,0,252.0,63.0,1,grid_unreliable,8
5664,district_hospital,O2_0062,peri_urban,129,0,0,1,0,cylinder_portable,1,0,6.7,0,4,5,27,0,0,0,0,0,0,5,cylinder_delivery_delay,2023,1,14,pneumonia_child,0,14,0,6,7,277.0,5.0,1,grid_unreliable,17
5665,district_hospital,O2_0022,peri_urban,109,0,0,0,0,none,0,0,17.7,0,0,9,5,0,0,0,0,1,1,0,not_applicable,2023,12,4,pneumonia_adult,1,3,0,2,0,284.0,195.0,0,grid_unreliable,37
5666,district_hospital,O2_0147,rural,88,0,0,0,0,oxygen_concentrator,1,0,0.8,0,1,3,16,0,0,0,0,1,1,0,not_applicable,2023,3,12,sepsis,9,3,0,2,0,233.0,10.0,1,grid_reliable,5
5667,district_hospital,O2_0142,rural,50,0,0,0,0,oxygen_concentrator,2,1,5.5,0,3,4,44,0,1,0,0,0,0,14,concentrator_malfunction,2023,8,11,trauma,0,11,0,5,4,288.0,17.0,0,none,18
5668,district_hospital,O2_0012,rural,43,0,0,0,0,cylinder_portable,0,0,0.0,0,2,2,38,0,0,0,0,0,0,30,power_outage,2021,8,7,other_hypoxemia,0,7,0,3,0,347.0,5.0,1,none,1
5669,district_hospital,O2_0143,peri_urban,123,0,0,0,0,oxygen_concentrator,1,0,9.9,0,2,10,9,0,0,0,0,1,1,0,not_applicable,2023,11,10,pneumonia_adult,5,5,0,2,0,195.0,8.0,1,none,41
5670,district_hospital,O2_0092,rural,96,0,0,0,0,oxygen_concentrator,3,0,8.4,0,3,6,4,0,0,0,0,1,1,0,not_applicable,2022,6,13,heart_failure,6,7,0,2,0,225.0,135.0,0,solar,0
5671,district_hospital,O2_0024,rural,58,0,0,0,0,cylinder_piped,2,0,6.1,0,1,7,14,0,1,1,0,1,1,0,not_applicable,2024,10,13,sepsis,7,6,1,2,0,83.0,54.0,1,grid_unreliable,0
5672,district_hospital,O2_0154,urban,5,0,0,0,0,oxygen_concentrator,2,0,1.8,0,0,7,12,0,0,0,0,0,0,6,empty_cylinders_not_collected,2023,6,7,surgical_anaesthesia,0,7,0,3,2,160.0,55.0,0,generator_only,7
5673,district_hospital,O2_0001,urban,11,0,0,0,0,oxygen_concentrator,1,0,25.5,0,4,4,13,0,0,0,0,1,1,0,not_applicable,2024,2,12,neonatal_respiratory,6,6,0,1,0,219.0,193.0,0,grid_reliable,11
5674,district_hospital,O2_0057,rural,49,0,0,0,0,oxygen_concentrator,4,2,4.0,0,2,4,8,0,1,0,0,0,0,24,no_oxygen_source,2021,1,15,neonatal_respiratory,0,15,0,5,6,244.0,6.0,0,none,3
5675,district_hospital,O2_0010,rural,31,0,0,0,1,cylinder_piped,0,0,6.6,1,3,9,7,0,0,0,0,1,1,4,empty_cylinders_not_collected,2023,5,13,trauma,6,7,1,4,0,231.0,75.0,1,none,35
5676,district_hospital,O2_0058,rural,83,0,0,0,0,none,0,0,1.7,0,2,5,1,0,0,0,0,0,0,7,funding_for_refill,2023,6,12,sepsis,0,12,0,5,1,91.0,48.0,0,grid_unreliable,7
5677,district_hospital,O2_0048,urban,39,0,0,1,0,cylinder_portable,0,0,1.2,1,2,1,1,0,0,0,0,1,1,0,not_applicable,2024,5,14,pneumonia_child,6,8,0,2,0,164.0,26.0,1,grid_reliable,17
5678,district_hospital,O2_0161,urban,52,0,0,0,0,oxygen_concentrator,1,0,0.4,0,4,8,30,0,1,1,0,0,0,20,concentrator_malfunction,2022,10,15,pneumonia_child,0,15,0,7,4,197.0,46.0,1,solar,14
5679,district_hospital,O2_0107,urban,5,0,0,1,0,oxygen_concentrator,2,1,14.9,0,2,4,15,0,0,0,0,0,0,21,power_outage,2021,4,7,severe_malaria,0,7,0,2,2,208.0,21.0,1,grid_unreliable,2
5680,district_hospital,O2_0001,peri_urban,63,0,0,0,0,none,0,0,1.8,0,3,1,31,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,1,11,COPD_exacerbation,0,11,0,2,2,239.0,177.0,1,grid_unreliable,14
5681,district_hospital,O2_0034,urban,69,0,0,0,0,oxygen_concentrator,0,0,6.2,0,9,6,10,0,1,1,0,1,1,5,power_outage,2023,8,10,trauma,4,6,0,2,0,214.0,70.0,1,solar,14
5682,district_hospital,O2_0052,urban,26,0,0,0,0,LOX_bulk_tank,0,0,4.0,0,2,1,17,0,0,0,0,0,0,21,concentrator_malfunction,2022,10,10,pneumonia_adult,0,10,0,2,6,359.0,34.0,0,grid_unreliable,6
5683,district_hospital,O2_0014,urban,30,0,1,0,0,oxygen_concentrator,2,0,0.1,0,4,2,19,0,1,0,0,1,1,0,not_applicable,2024,10,14,severe_malaria,8,6,1,3,0,342.0,8.0,0,grid_unreliable,8
5684,district_hospital,O2_0166,rural,35,0,0,0,0,cylinder_portable,0,0,5.1,0,7,3,5,0,0,0,0,1,1,0,not_applicable,2023,4,15,severe_malaria,3,12,1,5,0,31.0,6.0,1,solar,5
5685,district_hospital,O2_0063,peri_urban,54,0,0,0,0,none,0,0,5.0,0,2,5,2,0,0,0,0,1,0,0,not_applicable,2024,3,11,COVID19_severe,4,7,0,4,0,132.0,99.0,1,none,1
5686,district_hospital,O2_0004,urban,29,0,0,0,0,oxygen_concentrator,1,0,18.7,0,1,5,0,0,0,0,0,1,0,0,not_applicable,2022,8,13,other_hypoxemia,7,6,1,1,0,105.0,3.0,0,grid_unreliable,13
5687,district_hospital,O2_0178,rural,124,0,0,0,0,oxygen_concentrator,2,0,1.9,0,3,2,47,0,0,0,0,1,1,0,not_applicable,2021,9,10,pneumonia_adult,5,5,0,3,0,179.0,22.0,1,grid_unreliable,10
5688,district_hospital,O2_0160,urban,33,0,0,1,0,oxygen_concentrator,0,0,0.3,0,5,3,19,0,0,0,0,1,1,0,not_applicable,2023,6,10,pneumonia_adult,2,8,0,3,0,129.0,15.0,0,grid_unreliable,7
5689,district_hospital,O2_0008,urban,53,0,0,0,0,none,0,0,5.1,0,2,3,32,0,1,0,0,1,0,0,not_applicable,2021,5,15,surgical_anaesthesia,8,7,0,4,0,297.0,84.0,0,grid_reliable,19
5690,district_hospital,O2_0014,peri_urban,5,0,0,0,0,LOX_bulk_tank,0,0,8.1,0,1,7,24,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,6,13,COVID19_severe,0,13,0,6,2,231.0,144.0,0,grid_unreliable,22
5691,district_hospital,O2_0171,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,0.0,0,1,2,5,0,0,0,0,1,1,0,not_applicable,2021,3,15,pneumonia_adult,5,10,1,4,0,135.0,53.0,1,generator_only,1
5692,district_hospital,O2_0087,rural,157,0,0,0,0,cylinder_portable,1,0,0.4,0,3,5,20,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,3,9,neonatal_respiratory,0,9,0,4,1,271.0,4.0,1,generator_only,41
5693,district_hospital,O2_0067,urban,26,0,0,1,0,oxygen_concentrator,1,0,11.9,0,3,3,11,0,1,0,0,1,1,6,concentrator_malfunction,2024,5,10,pneumonia_child,4,6,0,3,0,208.0,12.0,1,none,5
5694,district_hospital,O2_0035,urban,85,0,0,0,0,oxygen_concentrator,4,2,20.8,0,2,2,4,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,2,9,COVID19_severe,0,9,0,5,2,141.0,24.0,1,solar,10
5695,district_hospital,O2_0042,urban,88,0,0,0,0,cylinder_portable,0,0,6.0,0,0,8,55,0,0,0,0,1,1,4,cylinder_delivery_delay,2023,10,13,pneumonia_child,4,9,0,5,0,185.0,1.0,1,solar,6
5696,district_hospital,O2_0182,peri_urban,43,0,0,1,0,oxygen_concentrator,1,0,3.2,0,4,4,30,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,2,11,neonatal_respiratory,0,11,0,5,2,387.0,19.0,1,none,0
5697,district_hospital,O2_0122,rural,5,0,1,0,0,cylinder_portable,0,0,12.6,0,2,2,22,0,0,0,0,0,0,13,power_outage,2023,10,8,trauma,0,8,0,3,0,260.0,31.0,0,generator_only,31
5698,district_hospital,O2_0149,rural,98,0,0,0,0,cylinder_portable,3,2,3.5,0,2,4,28,0,0,0,0,1,1,3,concentrator_malfunction,2023,9,17,neonatal_respiratory,2,15,0,6,0,102.0,103.0,0,generator_only,2
5699,district_hospital,O2_0128,rural,5,0,0,0,0,LOX_bulk_tank,0,0,18.3,0,3,3,21,0,1,0,0,1,0,0,not_applicable,2021,4,19,COVID19_severe,12,7,0,2,0,222.0,149.0,0,generator_only,7
5700,district_hospital,O2_0097,peri_urban,60,0,0,0,0,oxygen_concentrator,3,1,2.1,0,3,4,19,0,0,0,0,0,0,1,supplier_stockout,2023,10,13,pneumonia_child,0,13,0,5,3,90.0,2.0,0,grid_unreliable,8
5701,district_hospital,O2_0135,urban,43,0,0,0,0,oxygen_concentrator,4,1,0.3,0,4,4,6,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,7,7,pneumonia_adult,0,7,0,6,2,180.0,39.0,0,grid_reliable,28
5702,district_hospital,O2_0167,urban,10,0,0,0,0,oxygen_concentrator,2,1,2.8,1,1,12,34,0,1,0,0,0,0,1,supplier_stockout,2024,3,15,pneumonia_adult,0,15,0,6,2,229.0,291.0,0,grid_unreliable,8
5703,district_hospital,O2_0102,rural,127,0,0,0,0,none,0,0,8.5,0,5,6,52,0,0,0,0,0,0,11,supplier_stockout,2024,9,12,pneumonia_child,0,12,0,3,5,144.0,39.0,0,generator_only,10
5704,district_hospital,O2_0058,urban,12,0,1,0,0,oxygen_concentrator,4,1,3.7,1,4,3,3,0,0,0,0,1,1,0,not_applicable,2023,10,11,COVID19_severe,2,9,1,2,0,165.0,24.0,0,grid_unreliable,9
5705,district_hospital,O2_0148,urban,54,0,0,0,0,cylinder_piped,0,0,6.7,0,1,3,4,0,0,0,0,0,0,3,concentrator_malfunction,2024,5,10,severe_malaria,0,10,0,4,1,110.0,1.0,1,grid_reliable,8
5706,district_hospital,O2_0062,rural,107,0,0,0,0,cylinder_portable,0,0,8.5,0,2,2,17,0,0,0,0,1,1,0,not_applicable,2023,2,18,pneumonia_adult,6,12,0,7,0,240.0,60.0,0,solar,15
5707,district_hospital,O2_0192,rural,73,0,0,0,0,oxygen_concentrator,3,2,2.2,0,1,3,21,0,0,0,0,1,0,0,not_applicable,2024,3,15,surgical_anaesthesia,7,8,0,4,0,73.0,83.0,1,solar,5
5708,district_hospital,O2_0158,rural,30,0,0,0,0,cylinder_portable,0,0,2.1,0,3,2,0,0,0,0,0,1,0,0,not_applicable,2022,1,5,asthma_severe,2,3,0,2,0,149.0,12.0,1,generator_only,1
5709,district_hospital,O2_0091,rural,33,0,0,0,1,cylinder_portable,0,0,6.2,1,6,5,0,0,0,0,0,0,0,18,funding_for_refill,2023,8,16,heart_failure,0,16,0,7,3,72.0,0.0,0,solar,1
5710,district_hospital,O2_0013,rural,51,0,0,0,0,cylinder_piped,0,0,0.8,0,3,3,1,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,6,12,severe_malaria,6,6,0,2,0,322.0,61.0,1,solar,4
5711,district_hospital,O2_0095,peri_urban,17,0,0,0,0,oxygen_concentrator,4,1,2.4,0,3,6,2,0,1,0,0,0,0,18,power_outage,2021,7,9,trauma,0,9,0,4,3,172.0,97.0,1,grid_unreliable,36
5712,district_hospital,O2_0039,peri_urban,31,0,0,0,0,cylinder_portable,0,0,4.3,0,5,3,18,0,1,0,0,0,0,3,cylinder_delivery_delay,2022,6,14,surgical_anaesthesia,0,14,0,8,4,386.0,7.0,0,solar,0
5713,district_hospital,O2_0162,urban,29,0,0,0,1,oxygen_concentrator,3,1,1.0,1,1,3,19,0,0,0,0,0,0,1,PSA_plant_breakdown,2023,5,9,sepsis,0,9,0,3,1,297.0,24.0,1,none,5
5714,district_hospital,O2_0139,peri_urban,50,0,0,0,0,cylinder_portable,2,0,1.9,1,5,1,43,0,1,0,0,0,0,4,cylinder_delivery_delay,2023,6,15,heart_failure,0,15,0,8,2,96.0,6.0,0,grid_unreliable,2
5715,district_hospital,O2_0115,peri_urban,34,0,0,0,0,cylinder_piped,3,1,0.1,0,6,5,53,0,0,0,0,1,0,0,not_applicable,2022,2,9,pneumonia_adult,4,5,0,1,0,157.0,51.0,0,solar,1
5716,district_hospital,O2_0111,peri_urban,79,0,0,0,0,oxygen_concentrator,8,2,8.2,0,3,3,20,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,11,11,pneumonia_adult,0,11,0,7,2,190.0,52.0,0,none,12
5717,district_hospital,O2_0059,rural,90,0,0,0,0,cylinder_portable,0,0,1.1,0,1,3,41,0,1,0,0,0,0,10,cylinder_delivery_delay,2024,6,12,pneumonia_child,0,12,0,9,0,101.0,1.0,1,none,0
5718,district_hospital,O2_0171,peri_urban,41,0,0,0,0,oxygen_concentrator,2,1,3.2,0,3,0,16,0,0,0,0,1,1,0,not_applicable,2024,8,16,heart_failure,3,13,1,6,0,304.0,18.0,0,none,3
5719,district_hospital,O2_0087,rural,60,1,0,0,0,oxygen_concentrator,0,0,8.3,0,2,1,21,0,0,0,0,1,1,0,not_applicable,2023,11,16,severe_malaria,12,4,1,3,0,231.0,6.0,0,none,8
5720,district_hospital,O2_0122,urban,75,1,0,0,0,oxygen_concentrator,2,1,6.1,0,3,2,0,0,1,1,1,1,1,1,funding_for_refill,2023,5,9,COVID19_severe,5,4,1,0,0,145.0,8.0,0,grid_unreliable,6
5721,district_hospital,O2_0112,peri_urban,98,0,0,0,0,none,0,0,1.1,0,2,0,4,0,0,0,0,0,0,7,empty_cylinders_not_collected,2021,7,10,pneumonia_child,0,10,0,3,2,275.0,25.0,0,grid_reliable,25
5722,district_hospital,O2_0042,rural,39,0,0,0,0,cylinder_piped,0,0,0.0,0,3,3,8,0,0,0,0,1,1,0,not_applicable,2024,5,9,COPD_exacerbation,6,3,0,1,0,239.0,187.0,0,generator_only,16
5723,district_hospital,O2_0005,peri_urban,58,0,0,0,0,none,3,1,7.3,0,3,5,23,0,1,0,0,0,0,3,concentrator_malfunction,2024,4,16,severe_malaria,0,16,0,6,4,242.0,38.0,0,none,1
5724,district_hospital,O2_0059,urban,29,0,0,0,0,cylinder_portable,0,0,4.7,0,3,4,4,0,0,0,0,0,0,18,supplier_stockout,2023,12,10,trauma,0,10,0,5,3,290.0,33.0,0,grid_reliable,17
5725,district_hospital,O2_0189,urban,78,0,0,0,0,cylinder_portable,0,0,6.2,0,3,5,2,0,0,0,0,0,0,13,power_outage,2024,12,15,COPD_exacerbation,0,15,0,9,6,225.0,12.0,0,grid_unreliable,96
5726,district_hospital,O2_0094,rural,83,0,0,0,1,none,3,0,5.7,1,4,7,13,0,0,0,0,1,0,1,funding_for_refill,2024,1,9,heart_failure,2,7,0,2,0,192.0,25.0,1,grid_unreliable,11
5727,district_hospital,O2_0048,rural,48,0,0,0,0,cylinder_piped,0,0,9.1,0,8,6,8,0,0,0,0,0,0,24,power_outage,2024,8,7,pneumonia_child,0,7,0,4,1,228.0,10.0,1,grid_unreliable,1
5728,district_hospital,O2_0051,peri_urban,76,0,0,0,0,oxygen_concentrator,2,0,0.0,0,3,4,7,0,1,0,0,1,1,0,not_applicable,2023,8,11,heart_failure,5,6,1,3,0,243.0,39.0,1,none,27
5729,district_hospital,O2_0061,peri_urban,130,1,0,0,0,oxygen_concentrator,6,3,21.2,0,0,3,28,0,0,0,0,1,1,0,not_applicable,2024,11,17,pneumonia_adult,7,10,1,5,0,173.0,9.0,0,grid_unreliable,4
5730,district_hospital,O2_0082,peri_urban,58,0,0,0,0,none,0,0,6.9,0,4,2,32,0,0,0,0,1,1,2,concentrator_malfunction,2022,3,7,trauma,2,5,0,2,0,338.0,43.0,0,solar,9
5731,district_hospital,O2_0145,urban,94,0,0,0,0,PSA_plant_onsite,0,0,0.7,0,2,7,24,0,1,1,1,0,0,30,demand_surge,2022,2,10,sepsis,0,10,0,3,2,211.0,36.0,1,grid_reliable,16
5732,district_hospital,O2_0121,rural,5,0,0,0,0,oxygen_concentrator,2,0,4.3,0,1,3,0,0,0,0,0,1,1,0,not_applicable,2023,12,11,pneumonia_adult,4,7,1,4,0,151.0,65.0,1,none,5
5733,district_hospital,O2_0003,urban,45,0,0,0,0,oxygen_concentrator,0,0,1.4,0,1,4,87,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,10,11,COVID19_severe,0,11,0,2,6,238.0,47.0,1,none,36
5734,district_hospital,O2_0145,peri_urban,14,0,0,0,0,oxygen_concentrator,2,0,0.1,0,6,1,20,0,1,1,0,1,0,0,not_applicable,2022,9,7,other_hypoxemia,3,4,0,1,0,171.0,19.0,0,generator_only,21
5735,district_hospital,O2_0063,rural,50,0,0,0,0,cylinder_piped,0,0,19.3,0,1,5,7,0,1,0,0,0,0,28,cylinder_delivery_delay,2024,11,10,COVID19_severe,0,10,0,3,2,272.0,7.0,0,generator_only,2
5736,district_hospital,O2_0099,rural,65,0,0,0,0,cylinder_portable,0,0,1.9,0,7,4,28,0,0,0,0,1,0,3,power_outage,2023,4,5,severe_malaria,2,3,0,3,0,277.0,28.0,1,solar,6
5737,district_hospital,O2_0046,rural,86,0,0,0,0,cylinder_portable,1,0,3.4,0,0,2,2,0,0,0,0,1,1,4,cylinder_delivery_delay,2021,7,10,pneumonia_child,4,6,1,3,0,148.0,95.0,0,grid_unreliable,24
5738,district_hospital,O2_0083,peri_urban,65,0,0,0,0,none,0,0,1.1,1,2,2,59,0,0,0,0,1,0,0,not_applicable,2022,11,6,COPD_exacerbation,1,5,0,2,0,133.0,7.0,0,none,3
5739,district_hospital,O2_0090,rural,77,0,0,0,0,cylinder_piped,0,0,19.8,1,5,9,5,0,0,0,0,0,0,24,supplier_stockout,2023,1,12,surgical_anaesthesia,0,12,0,6,3,206.0,3.0,0,grid_unreliable,36
5740,district_hospital,O2_0149,peri_urban,140,0,0,0,0,oxygen_concentrator,4,2,9.2,0,1,3,9,0,0,0,0,0,0,17,demand_surge,2023,6,8,pneumonia_child,0,8,0,3,2,242.0,130.0,0,none,3
5741,district_hospital,O2_0083,urban,27,0,0,0,0,oxygen_concentrator,1,0,1.8,0,3,4,0,0,1,0,0,1,1,0,not_applicable,2024,3,11,heart_failure,5,6,0,2,0,284.0,136.0,1,grid_unreliable,10
5742,district_hospital,O2_0001,peri_urban,5,0,0,0,0,cylinder_portable,0,0,0.2,0,2,4,24,0,0,0,0,1,1,0,not_applicable,2022,7,9,neonatal_respiratory,6,3,0,2,0,171.0,87.0,0,grid_reliable,15
5743,district_hospital,O2_0115,peri_urban,111,0,0,1,0,LOX_bulk_tank,0,0,4.4,0,3,2,29,0,1,1,1,0,0,7,demand_surge,2024,3,13,COPD_exacerbation,0,13,0,10,0,172.0,53.0,1,none,5
5744,district_hospital,O2_0192,rural,102,0,0,0,0,cylinder_portable,0,0,1.6,0,1,5,55,0,0,0,0,0,0,8,concentrator_malfunction,2024,9,15,COVID19_severe,0,15,0,7,5,212.0,74.0,1,grid_unreliable,6
5745,district_hospital,O2_0019,rural,44,0,0,0,0,cylinder_portable,0,0,1.5,0,5,8,34,0,0,0,0,1,1,0,not_applicable,2024,5,15,neonatal_respiratory,8,7,1,0,0,320.0,46.0,0,generator_only,6
5746,district_hospital,O2_0171,peri_urban,140,0,0,0,0,oxygen_concentrator,0,0,6.1,0,4,5,26,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,7,14,pneumonia_adult,5,9,0,3,0,190.0,71.0,0,none,18
5747,district_hospital,O2_0051,peri_urban,105,0,0,0,0,LOX_bulk_tank,0,0,1.0,0,4,2,52,0,0,0,0,1,1,0,not_applicable,2021,8,11,heart_failure,5,6,0,2,0,214.0,25.0,1,grid_unreliable,10
5748,district_hospital,O2_0122,peri_urban,147,0,0,0,0,oxygen_concentrator,3,1,7.4,0,2,5,48,0,0,0,0,1,0,1,piping_system_leak,2024,8,9,COVID19_severe,5,4,1,1,0,370.0,34.0,1,generator_only,6
5749,district_hospital,O2_0141,peri_urban,47,0,0,0,0,oxygen_concentrator,1,0,0.7,1,5,6,41,0,0,0,0,1,1,0,not_applicable,2023,11,12,sepsis,4,8,0,5,0,275.0,56.0,0,generator_only,19
5750,district_hospital,O2_0059,peri_urban,155,0,0,0,0,cylinder_portable,0,0,5.2,0,0,2,32,0,1,1,0,0,0,12,demand_surge,2022,12,10,COVID19_severe,0,10,0,6,2,266.0,120.0,0,none,24
5751,district_hospital,O2_0004,peri_urban,58,0,0,1,0,cylinder_portable,0,0,17.3,0,2,1,0,0,0,0,0,1,0,0,not_applicable,2023,3,13,COPD_exacerbation,3,10,0,3,0,136.0,0.0,1,generator_only,19
5752,district_hospital,O2_0043,urban,42,0,0,1,0,cylinder_portable,1,0,5.5,1,4,5,3,0,0,0,0,0,0,7,regulator_valve_failure,2023,7,13,COPD_exacerbation,0,13,0,5,1,276.0,18.0,0,none,10
5753,district_hospital,O2_0163,rural,66,0,0,0,0,cylinder_portable,0,0,9.0,0,3,3,82,0,1,1,1,1,1,0,not_applicable,2023,11,11,other_hypoxemia,5,6,1,2,0,186.0,34.0,0,generator_only,17
5754,district_hospital,O2_0145,rural,5,0,0,0,0,LOX_bulk_tank,0,0,14.9,0,5,3,12,0,0,0,0,1,0,0,not_applicable,2021,3,8,pneumonia_child,4,4,0,0,0,286.0,18.0,0,generator_only,24
5755,district_hospital,O2_0123,peri_urban,112,0,0,1,1,cylinder_portable,2,0,1.7,1,7,4,93,0,0,0,0,0,0,8,empty_cylinders_not_collected,2024,9,18,neonatal_respiratory,0,18,0,7,4,136.0,46.0,0,grid_reliable,39
5756,district_hospital,O2_0120,rural,23,0,0,0,0,cylinder_portable,1,0,24.9,0,5,3,28,0,0,0,0,0,0,1,concentrator_malfunction,2023,3,12,pneumonia_child,0,12,0,6,3,347.0,21.0,0,grid_reliable,15
5757,district_hospital,O2_0035,peri_urban,112,0,0,0,0,oxygen_concentrator,2,1,5.9,1,3,4,11,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,5,9,pneumonia_child,0,9,0,3,3,38.0,10.0,0,grid_unreliable,4
5758,district_hospital,O2_0095,urban,22,0,0,0,0,cylinder_portable,0,0,4.3,0,6,2,21,0,1,0,0,1,0,1,power_outage,2023,11,11,trauma,6,5,0,3,0,178.0,35.0,0,none,24
5759,district_hospital,O2_0139,rural,145,0,0,0,0,oxygen_concentrator,2,0,4.4,0,5,6,17,0,0,0,0,0,0,1,concentrator_malfunction,2023,8,14,sepsis,0,14,0,5,6,114.0,26.0,0,none,3
5760,district_hospital,O2_0184,peri_urban,40,0,0,0,0,PSA_plant_onsite,0,0,12.0,0,1,3,18,1,0,0,0,0,0,10,cylinder_delivery_delay,2021,8,13,surgical_anaesthesia,0,13,0,6,3,118.0,132.0,0,none,15
5761,district_hospital,O2_0061,peri_urban,33,0,0,1,0,oxygen_concentrator,1,0,3.2,0,4,4,17,0,0,0,0,0,0,3,concentrator_malfunction,2021,12,12,severe_malaria,0,12,0,4,4,142.0,9.0,1,solar,34
5762,district_hospital,O2_0046,rural,5,0,0,0,0,oxygen_concentrator,6,3,5.1,0,3,4,41,0,0,0,0,1,1,0,not_applicable,2023,6,6,heart_failure,1,5,1,2,0,164.0,5.0,1,grid_unreliable,13
5763,district_hospital,O2_0192,urban,41,0,0,0,0,none,0,0,5.4,0,2,4,6,0,0,0,0,1,1,0,not_applicable,2023,2,14,pneumonia_child,4,10,1,2,0,157.0,24.0,1,grid_unreliable,9
5764,district_hospital,O2_0064,urban,5,0,0,0,0,cylinder_piped,0,0,3.1,0,4,5,17,0,1,1,1,0,0,9,demand_surge,2023,2,15,sepsis,0,15,0,8,1,229.0,44.0,0,generator_only,1
5765,district_hospital,O2_0122,peri_urban,123,0,0,0,0,oxygen_concentrator,3,0,6.0,0,2,6,9,0,0,0,0,1,0,0,not_applicable,2021,3,14,COVID19_severe,6,8,0,3,0,179.0,13.0,1,solar,6
5766,district_hospital,O2_0083,urban,65,0,0,0,0,oxygen_concentrator,1,0,6.4,0,1,6,33,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,9,5,pneumonia_child,0,5,0,4,0,232.0,41.0,0,none,23
5767,district_hospital,O2_0126,peri_urban,114,0,0,0,0,oxygen_concentrator,3,2,9.3,0,1,6,14,0,0,0,0,1,1,0,not_applicable,2024,5,8,COPD_exacerbation,1,7,1,4,0,305.0,85.0,0,generator_only,44
5768,district_hospital,O2_0196,urban,118,0,0,0,0,oxygen_concentrator,0,0,14.1,1,3,5,8,0,1,0,0,1,1,0,not_applicable,2023,11,14,severe_malaria,2,12,0,3,0,198.0,25.0,0,grid_unreliable,4
5769,district_hospital,O2_0105,rural,31,0,0,0,0,oxygen_concentrator,3,0,5.2,0,6,7,6,0,0,0,0,0,0,30,piping_system_leak,2023,12,12,other_hypoxemia,0,12,0,7,5,235.0,39.0,0,none,16
5770,district_hospital,O2_0061,peri_urban,49,0,0,0,0,oxygen_concentrator,0,0,4.7,0,2,5,0,0,0,0,0,0,0,10,power_outage,2023,12,13,pneumonia_child,0,13,0,3,3,109.0,3.0,0,generator_only,2
5771,district_hospital,O2_0011,urban,66,0,0,0,0,oxygen_concentrator,1,0,0.7,0,1,5,5,0,1,1,1,1,1,0,not_applicable,2023,4,14,sepsis,4,10,0,5,0,322.0,151.0,0,solar,8
5772,district_hospital,O2_0196,rural,64,0,0,0,0,oxygen_concentrator,5,1,4.4,0,5,3,34,0,0,0,0,0,0,5,funding_for_refill,2024,12,7,other_hypoxemia,0,7,0,4,1,161.0,15.0,0,generator_only,6
5773,district_hospital,O2_0021,rural,38,0,0,0,1,cylinder_piped,0,0,2.0,1,6,3,23,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,6,15,trauma,0,15,0,7,2,146.0,29.0,1,none,35
5774,district_hospital,O2_0002,peri_urban,17,0,0,0,0,cylinder_portable,0,0,7.5,0,6,8,5,0,0,0,0,0,0,5,concentrator_malfunction,2022,6,10,COPD_exacerbation,0,10,0,5,3,300.0,2.0,0,grid_unreliable,8
5775,district_hospital,O2_0149,peri_urban,102,0,0,0,0,oxygen_concentrator,4,3,10.5,0,4,6,1,0,1,0,0,0,0,1,concentrator_malfunction,2024,1,7,neonatal_respiratory,0,7,0,2,4,175.0,32.0,1,grid_reliable,21
5776,district_hospital,O2_0126,rural,74,0,0,0,0,none,0,0,12.2,0,7,1,10,0,0,0,0,1,0,0,not_applicable,2023,2,13,severe_malaria,5,8,1,4,0,203.0,32.0,0,generator_only,55
5777,district_hospital,O2_0080,urban,110,0,0,0,0,none,0,0,11.2,0,4,7,15,0,0,0,0,0,0,7,empty_cylinders_not_collected,2024,10,12,pneumonia_adult,0,12,0,4,0,247.0,6.0,0,grid_unreliable,2
5778,district_hospital,O2_0198,peri_urban,7,0,0,0,0,none,0,0,6.5,0,4,6,9,0,0,0,0,1,0,0,not_applicable,2021,8,5,severe_malaria,2,3,0,1,0,147.0,12.0,1,none,13
5779,district_hospital,O2_0023,rural,56,0,0,0,1,LOX_bulk_tank,0,0,9.5,1,4,1,26,0,0,0,0,1,0,0,not_applicable,2024,6,8,other_hypoxemia,6,2,1,1,0,205.0,17.0,0,grid_unreliable,7
5780,district_hospital,O2_0012,peri_urban,105,0,0,0,1,oxygen_concentrator,0,0,5.2,1,3,3,7,0,0,0,0,1,0,0,not_applicable,2024,1,14,pneumonia_adult,6,8,0,3,0,261.0,86.0,0,none,23
5781,district_hospital,O2_0018,peri_urban,105,0,0,0,0,cylinder_piped,0,0,17.9,0,3,2,25,0,0,0,0,1,1,0,not_applicable,2021,6,14,COVID19_severe,6,8,1,3,0,80.0,21.0,0,none,39
5782,district_hospital,O2_0115,urban,72,0,0,0,0,oxygen_concentrator,1,0,0.7,0,1,5,10,0,1,0,0,0,0,4,cylinder_delivery_delay,2021,9,17,surgical_anaesthesia,0,17,0,5,4,150.0,43.0,1,grid_unreliable,45
5783,district_hospital,O2_0011,peri_urban,7,0,0,0,0,cylinder_portable,0,0,0.3,0,1,5,0,0,0,0,0,0,0,6,cylinder_delivery_delay,2022,12,13,sepsis,0,13,0,4,2,210.0,19.0,0,none,3
5784,district_hospital,O2_0015,rural,52,0,0,0,0,none,0,0,0.4,0,2,4,0,0,0,0,0,1,1,0,not_applicable,2021,3,17,sepsis,5,12,0,4,0,198.0,15.0,1,solar,2
5785,district_hospital,O2_0128,rural,13,0,0,0,0,oxygen_concentrator,1,0,2.5,1,1,7,25,0,0,0,0,0,0,21,concentrator_malfunction,2023,2,16,COPD_exacerbation,0,16,0,7,5,271.0,186.0,0,generator_only,42
5786,district_hospital,O2_0096,peri_urban,37,0,1,0,0,oxygen_concentrator,2,1,14.0,0,4,5,6,0,0,0,0,1,0,0,not_applicable,2021,1,13,COVID19_severe,7,6,1,0,0,228.0,10.0,0,grid_unreliable,13
5787,district_hospital,O2_0070,urban,7,0,0,0,0,cylinder_portable,0,0,6.3,1,3,4,33,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,2,16,neonatal_respiratory,0,16,0,8,3,282.0,35.0,0,grid_unreliable,27
5788,district_hospital,O2_0160,rural,42,0,0,0,0,cylinder_portable,0,0,0.6,0,2,1,49,0,1,0,0,0,0,5,concentrator_malfunction,2023,8,9,pneumonia_adult,0,9,0,6,3,51.0,0.0,1,grid_unreliable,15
5789,district_hospital,O2_0040,peri_urban,47,0,0,0,0,cylinder_portable,0,0,1.6,0,2,4,14,0,0,0,0,1,0,0,not_applicable,2024,3,14,other_hypoxemia,4,10,0,8,0,288.0,149.0,1,solar,36
5790,district_hospital,O2_0007,rural,49,0,0,1,1,LOX_bulk_tank,0,0,2.5,1,3,4,19,0,0,0,0,1,1,0,not_applicable,2022,6,13,neonatal_respiratory,3,10,1,3,0,271.0,36.0,0,grid_unreliable,28
5791,district_hospital,O2_0106,rural,60,0,0,0,0,oxygen_concentrator,2,0,42.5,0,6,7,1,0,0,0,0,0,0,23,empty_cylinders_not_collected,2023,9,15,COPD_exacerbation,0,15,0,4,6,321.0,127.0,1,solar,3
5792,district_hospital,O2_0009,urban,18,0,0,0,0,cylinder_portable,0,0,0.5,1,3,9,4,0,0,0,0,0,0,1,power_outage,2024,9,9,pneumonia_adult,0,9,0,6,1,157.0,80.0,1,grid_unreliable,31
5793,district_hospital,O2_0035,peri_urban,38,0,0,0,0,oxygen_concentrator,1,0,0.3,0,1,6,20,0,1,0,0,0,0,23,no_oxygen_source,2023,8,20,heart_failure,0,20,0,9,8,303.0,1.0,1,grid_unreliable,11
5794,district_hospital,O2_0093,urban,30,0,0,0,0,oxygen_concentrator,3,2,0.9,0,0,2,92,0,1,0,0,1,1,11,cylinder_delivery_delay,2021,6,15,pneumonia_child,6,9,0,4,0,187.0,43.0,1,grid_reliable,6
5795,district_hospital,O2_0111,rural,97,0,0,0,0,cylinder_portable,0,0,0.1,0,6,3,6,0,1,1,0,1,0,0,not_applicable,2022,12,11,other_hypoxemia,4,7,1,6,0,213.0,77.0,1,grid_unreliable,5
5796,district_hospital,O2_0166,urban,30,0,0,0,0,oxygen_concentrator,2,1,3.7,0,5,2,6,0,0,0,0,0,0,19,concentrator_malfunction,2022,5,11,severe_malaria,0,11,0,6,1,126.0,124.0,0,none,0
5797,district_hospital,O2_0022,rural,32,0,0,0,0,oxygen_concentrator,1,0,1.9,0,2,4,7,0,1,0,0,1,1,1,empty_cylinders_not_collected,2024,8,6,surgical_anaesthesia,2,4,0,0,0,124.0,54.0,1,grid_reliable,66
5798,district_hospital,O2_0067,peri_urban,43,0,0,0,0,cylinder_portable,0,0,2.9,0,6,4,0,0,1,1,0,1,1,8,concentrator_malfunction,2024,3,8,severe_malaria,4,4,1,1,0,375.0,26.0,1,generator_only,17
5799,district_hospital,O2_0086,rural,141,0,0,0,0,cylinder_portable,4,1,3.2,0,8,3,25,0,1,1,0,0,0,6,demand_surge,2023,12,11,neonatal_respiratory,0,11,0,5,5,133.0,7.0,0,grid_unreliable,22
5800,district_hospital,O2_0113,peri_urban,116,0,0,0,0,cylinder_piped,6,1,0.3,0,2,3,46,0,0,0,0,1,0,0,not_applicable,2022,6,11,neonatal_respiratory,3,8,1,3,0,77.0,23.0,1,grid_unreliable,3
5801,district_hospital,O2_0190,peri_urban,66,0,0,0,0,cylinder_portable,0,0,1.9,0,1,2,2,0,0,0,0,0,0,7,PSA_plant_breakdown,2022,3,8,pneumonia_adult,0,8,0,7,1,273.0,51.0,1,grid_unreliable,33
5802,district_hospital,O2_0112,peri_urban,75,0,0,0,0,LOX_bulk_tank,0,0,0.5,0,3,1,41,0,1,1,1,0,0,1,cylinder_delivery_delay,2023,6,9,surgical_anaesthesia,0,9,0,3,3,189.0,3.0,0,grid_unreliable,15
5803,district_hospital,O2_0105,rural,32,0,0,0,0,cylinder_portable,1,0,1.5,1,1,6,26,0,0,0,0,1,0,0,not_applicable,2024,12,8,pneumonia_adult,4,4,0,3,0,159.0,11.0,1,grid_unreliable,26
5804,district_hospital,O2_0027,rural,64,0,0,0,0,cylinder_piped,0,0,25.9,0,3,2,0,0,1,0,0,1,0,0,not_applicable,2022,10,7,pneumonia_child,4,3,0,3,0,107.0,9.0,0,grid_reliable,1
5805,district_hospital,O2_0157,rural,117,0,0,0,0,oxygen_concentrator,0,0,0.0,0,1,6,17,0,0,0,0,1,1,0,not_applicable,2022,2,10,trauma,6,4,0,3,0,219.0,163.0,0,grid_unreliable,25
5806,district_hospital,O2_0193,peri_urban,61,0,0,0,0,oxygen_concentrator,1,0,0.0,0,2,4,40,0,1,0,0,1,1,0,not_applicable,2024,3,11,pneumonia_adult,3,8,0,6,0,241.0,79.0,0,none,4
5807,district_hospital,O2_0093,rural,83,0,0,0,0,oxygen_concentrator,2,0,15.3,0,2,3,14,0,1,0,0,1,1,0,not_applicable,2024,10,18,severe_malaria,9,9,0,4,0,149.0,65.0,0,generator_only,8
5808,district_hospital,O2_0032,peri_urban,94,0,0,0,0,none,0,0,2.3,0,2,2,59,0,0,0,0,0,0,2,power_outage,2023,11,16,other_hypoxemia,0,16,0,3,1,202.0,45.0,0,none,0
5809,district_hospital,O2_0099,rural,63,0,0,0,1,oxygen_concentrator,1,0,0.1,1,2,4,36,0,1,0,0,1,1,0,not_applicable,2024,9,9,neonatal_respiratory,3,6,1,3,0,62.0,13.0,0,generator_only,23
5810,district_hospital,O2_0168,peri_urban,5,0,0,1,0,cylinder_piped,0,0,4.4,0,2,3,12,0,0,0,0,1,1,0,not_applicable,2024,4,11,pneumonia_child,3,8,0,1,0,146.0,196.0,1,grid_reliable,0
5811,district_hospital,O2_0103,peri_urban,29,0,0,0,0,LOX_bulk_tank,0,0,1.1,1,3,2,9,0,1,0,0,0,0,2,empty_cylinders_not_collected,2024,9,15,neonatal_respiratory,0,15,0,8,2,201.0,12.0,0,grid_unreliable,30
5812,district_hospital,O2_0085,rural,57,0,0,0,0,none,0,0,2.0,0,3,6,36,0,0,0,0,1,1,0,not_applicable,2024,4,10,COVID19_severe,6,4,0,4,0,317.0,43.0,1,grid_reliable,24
5813,district_hospital,O2_0176,urban,19,0,0,0,0,oxygen_concentrator,3,1,2.3,0,6,4,3,0,0,0,0,1,1,0,not_applicable,2023,10,15,other_hypoxemia,5,10,1,4,0,209.0,51.0,1,generator_only,21
5814,district_hospital,O2_0023,rural,53,0,0,0,0,cylinder_piped,0,0,1.7,0,3,6,4,0,1,0,0,0,0,29,cylinder_delivery_delay,2022,2,11,severe_malaria,0,11,0,5,1,197.0,31.0,0,grid_reliable,5
5815,district_hospital,O2_0029,peri_urban,86,0,0,0,1,cylinder_portable,0,0,1.7,1,1,5,25,0,0,0,0,0,0,13,cylinder_delivery_delay,2022,12,10,pneumonia_adult,0,10,0,7,3,191.0,65.0,0,none,26
5816,district_hospital,O2_0197,peri_urban,50,0,0,0,0,oxygen_concentrator,2,0,13.9,0,2,2,6,0,0,0,0,0,0,23,demand_surge,2022,11,13,heart_failure,0,13,0,7,5,244.0,26.0,0,generator_only,19
5817,district_hospital,O2_0018,peri_urban,52,0,0,0,0,PSA_plant_onsite,0,0,4.8,1,2,2,2,0,0,0,0,0,0,12,PSA_plant_breakdown,2023,8,13,neonatal_respiratory,0,13,0,7,0,152.0,21.0,1,solar,7
5818,district_hospital,O2_0048,peri_urban,88,0,0,0,0,none,0,0,1.2,0,4,3,3,0,0,0,0,1,0,0,not_applicable,2024,3,12,trauma,5,7,0,5,0,145.0,7.0,0,grid_unreliable,24
5819,district_hospital,O2_0089,rural,93,0,0,0,0,none,0,0,1.6,0,4,5,2,0,0,0,0,0,0,18,power_outage,2024,12,11,trauma,0,11,0,8,1,228.0,19.0,1,generator_only,36
5820,district_hospital,O2_0053,peri_urban,58,0,0,0,0,oxygen_concentrator,2,1,0.2,1,7,6,18,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,10,13,COPD_exacerbation,6,7,1,1,0,151.0,98.0,1,generator_only,7
5821,district_hospital,O2_0134,rural,93,0,0,0,1,LOX_bulk_tank,0,0,0.3,1,2,5,31,0,0,0,0,0,0,5,supplier_stockout,2022,1,12,heart_failure,0,12,0,10,2,290.0,47.0,1,grid_unreliable,21
5822,district_hospital,O2_0135,rural,37,0,0,1,0,cylinder_portable,0,0,11.0,1,7,3,65,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,5,13,pneumonia_child,0,13,0,7,3,149.0,53.0,0,generator_only,12
5823,district_hospital,O2_0040,rural,132,0,0,0,0,oxygen_concentrator,1,0,2.5,0,3,3,1,0,1,0,0,0,0,20,power_outage,2023,1,14,neonatal_respiratory,0,14,0,5,6,264.0,37.0,0,solar,4
5824,district_hospital,O2_0014,urban,29,0,0,0,0,none,3,2,0.4,0,4,7,4,0,0,0,0,0,0,4,demand_surge,2022,6,13,COPD_exacerbation,0,13,0,2,1,238.0,28.0,0,grid_unreliable,19
5825,district_hospital,O2_0033,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,1.7,0,3,3,23,0,0,0,0,0,0,8,power_outage,2022,1,13,asthma_severe,0,13,0,6,1,176.0,5.0,1,generator_only,4
5826,district_hospital,O2_0131,rural,65,0,0,0,0,LOX_bulk_tank,0,0,11.3,0,6,5,70,0,0,0,0,0,0,30,power_outage,2021,12,14,neonatal_respiratory,0,14,0,8,4,191.0,1.0,1,solar,10
5827,district_hospital,O2_0091,rural,6,0,0,0,0,oxygen_concentrator,2,0,9.7,0,5,4,38,0,0,0,0,1,1,0,not_applicable,2021,12,11,neonatal_respiratory,5,6,0,3,0,125.0,68.0,0,none,8
5828,district_hospital,O2_0132,rural,40,0,0,0,0,none,0,0,6.2,0,1,7,11,0,0,0,0,1,1,1,power_outage,2024,6,18,trauma,6,12,1,5,0,138.0,4.0,0,grid_unreliable,7
5829,district_hospital,O2_0004,rural,49,0,0,0,0,oxygen_concentrator,0,0,2.1,0,1,1,13,0,1,1,1,1,0,0,not_applicable,2024,1,6,heart_failure,1,5,1,1,0,200.0,16.0,1,none,0
5830,district_hospital,O2_0059,rural,75,0,1,0,0,oxygen_concentrator,0,0,12.7,0,2,8,3,0,0,0,0,1,1,0,not_applicable,2021,7,8,surgical_anaesthesia,3,5,0,3,0,169.0,137.0,1,grid_unreliable,9
5831,district_hospital,O2_0031,urban,44,1,0,1,0,cylinder_portable,0,0,2.7,0,2,2,11,0,0,0,0,1,0,0,not_applicable,2021,2,19,pneumonia_adult,2,17,1,6,0,268.0,110.0,1,solar,1
5832,district_hospital,O2_0035,rural,67,0,0,0,0,oxygen_concentrator,2,1,0.5,0,3,2,8,0,0,0,0,1,0,0,not_applicable,2023,4,14,neonatal_respiratory,4,10,1,4,0,166.0,29.0,0,generator_only,22
5833,district_hospital,O2_0037,peri_urban,117,0,0,0,0,none,0,0,13.4,0,2,5,0,0,0,0,0,0,0,1,demand_surge,2024,5,18,COVID19_severe,0,18,0,10,9,258.0,8.0,1,grid_reliable,20
5834,district_hospital,O2_0194,rural,92,0,0,0,0,cylinder_portable,0,0,9.2,0,8,2,5,0,0,0,0,1,0,0,not_applicable,2024,10,12,asthma_severe,5,7,1,4,0,183.0,22.0,1,grid_unreliable,2
5835,district_hospital,O2_0146,peri_urban,34,0,0,0,0,oxygen_concentrator,0,0,5.5,0,4,6,7,0,0,0,0,1,1,0,not_applicable,2022,11,16,neonatal_respiratory,7,9,1,4,0,185.0,35.0,0,solar,19
5836,district_hospital,O2_0198,peri_urban,5,0,0,0,0,none,0,0,6.0,0,1,3,2,0,0,0,0,1,1,0,not_applicable,2022,12,11,neonatal_respiratory,5,6,0,0,0,252.0,5.0,1,none,6
5837,district_hospital,O2_0170,peri_urban,93,0,0,0,0,none,4,1,0.2,0,2,5,58,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,10,9,asthma_severe,0,9,0,2,1,247.0,2.0,0,none,12
5838,district_hospital,O2_0106,peri_urban,19,0,0,0,0,none,0,0,14.2,1,2,4,9,0,0,0,0,1,1,0,not_applicable,2023,1,9,severe_malaria,3,6,0,2,0,143.0,7.0,0,generator_only,1
5839,district_hospital,O2_0026,rural,77,0,0,0,0,cylinder_portable,0,0,2.0,1,4,3,7,0,0,0,0,0,0,5,concentrator_malfunction,2024,12,14,severe_malaria,0,14,0,6,5,75.0,3.0,1,grid_unreliable,18
5840,district_hospital,O2_0075,rural,52,0,0,0,0,oxygen_concentrator,2,0,3.7,0,4,6,0,0,0,0,0,1,1,0,not_applicable,2022,1,7,surgical_anaesthesia,3,4,0,1,0,214.0,58.0,1,none,17
5841,district_hospital,O2_0122,rural,51,0,0,0,0,PSA_plant_onsite,0,0,4.0,0,2,6,21,0,0,0,0,0,0,16,cylinder_delivery_delay,2022,3,14,sepsis,0,14,0,7,3,211.0,80.0,0,none,6
5842,district_hospital,O2_0104,peri_urban,38,0,0,0,0,cylinder_portable,0,0,3.7,0,1,3,42,0,0,0,0,1,1,0,not_applicable,2024,6,9,severe_malaria,1,8,0,3,0,258.0,26.0,1,grid_unreliable,15
5843,district_hospital,O2_0066,rural,5,0,0,0,0,cylinder_piped,0,0,3.8,0,7,6,24,0,1,0,0,1,1,0,not_applicable,2024,10,12,pneumonia_child,6,6,1,3,0,149.0,26.0,0,none,1
5844,district_hospital,O2_0080,rural,81,0,0,0,0,oxygen_concentrator,4,1,13.7,0,1,5,3,0,0,0,0,1,1,0,not_applicable,2022,9,17,neonatal_respiratory,7,10,1,4,0,180.0,78.0,1,grid_unreliable,3
5845,district_hospital,O2_0038,rural,77,0,1,0,0,cylinder_piped,0,0,1.9,1,4,4,10,0,0,0,0,0,0,22,power_outage,2023,11,5,other_hypoxemia,0,5,0,2,3,229.0,47.0,1,grid_unreliable,55
5846,district_hospital,O2_0089,peri_urban,49,0,0,0,0,cylinder_portable,0,0,2.6,0,5,2,17,0,0,0,0,1,1,0,not_applicable,2022,11,8,other_hypoxemia,4,4,1,2,0,170.0,57.0,0,grid_unreliable,5
5847,district_hospital,O2_0042,peri_urban,39,0,0,0,1,oxygen_concentrator,1,0,1.4,1,2,5,21,0,0,0,0,1,1,3,power_outage,2021,6,9,COPD_exacerbation,4,5,0,3,0,177.0,25.0,0,solar,0
5848,district_hospital,O2_0032,peri_urban,45,0,0,0,0,oxygen_concentrator,3,1,1.1,0,0,6,0,0,0,0,0,0,0,12,power_outage,2021,3,8,pneumonia_child,0,8,0,4,2,130.0,104.0,1,grid_unreliable,19
5849,district_hospital,O2_0121,urban,63,0,0,0,0,cylinder_piped,0,0,0.2,0,2,4,9,0,0,0,0,0,0,15,empty_cylinders_not_collected,2022,2,10,pneumonia_adult,0,10,0,4,3,163.0,0.0,0,grid_reliable,18
5850,district_hospital,O2_0038,urban,60,0,0,0,0,cylinder_piped,0,0,0.4,0,5,2,2,0,0,0,0,0,0,26,cylinder_delivery_delay,2021,8,11,trauma,0,11,0,4,4,83.0,38.0,1,generator_only,4
5851,district_hospital,O2_0128,rural,48,0,0,0,0,cylinder_piped,3,1,1.6,0,3,5,2,0,0,0,0,0,0,27,cylinder_delivery_delay,2021,3,10,COVID19_severe,0,10,0,8,5,270.0,136.0,0,grid_unreliable,10
5852,district_hospital,O2_0005,rural,151,0,0,0,0,oxygen_concentrator,1,0,11.3,0,4,2,3,0,1,0,0,0,0,22,power_outage,2024,2,9,trauma,0,9,0,4,4,290.0,19.0,1,grid_unreliable,6
5853,district_hospital,O2_0195,rural,77,0,0,0,0,none,0,0,7.5,0,1,6,14,0,0,0,0,1,0,0,not_applicable,2022,12,13,pneumonia_child,7,6,1,2,0,114.0,23.0,0,grid_unreliable,6
5854,district_hospital,O2_0089,rural,80,0,0,0,0,cylinder_piped,0,0,2.0,0,3,2,22,0,1,0,0,0,0,4,concentrator_malfunction,2023,8,15,neonatal_respiratory,0,15,0,6,0,142.0,10.0,1,none,1
5855,district_hospital,O2_0007,peri_urban,91,0,0,0,0,none,0,0,5.4,1,2,2,41,0,1,0,0,1,1,0,not_applicable,2021,10,16,pneumonia_child,8,8,1,4,0,186.0,31.0,0,none,18
5856,district_hospital,O2_0166,rural,39,0,0,0,0,oxygen_concentrator,2,1,0.6,1,3,4,7,0,1,0,0,0,0,12,cylinder_delivery_delay,2024,4,10,other_hypoxemia,0,10,0,3,3,167.0,19.0,0,grid_unreliable,25
5857,district_hospital,O2_0151,urban,69,0,0,0,0,cylinder_piped,2,0,0.8,0,4,2,19,0,1,1,0,1,1,0,not_applicable,2023,6,16,pneumonia_adult,7,9,0,4,0,180.0,120.0,1,grid_unreliable,10
5858,district_hospital,O2_0165,rural,56,1,0,0,0,LOX_bulk_tank,4,2,2.2,0,2,3,25,0,0,0,0,0,0,1,power_outage,2024,10,12,neonatal_respiratory,0,12,0,4,2,119.0,31.0,1,grid_unreliable,32
5859,district_hospital,O2_0142,peri_urban,72,0,0,0,0,none,0,0,1.7,0,4,5,43,0,0,0,0,0,0,5,power_outage,2023,1,9,surgical_anaesthesia,0,9,0,4,3,271.0,8.0,1,grid_unreliable,2
5860,district_hospital,O2_0102,peri_urban,63,0,0,0,0,cylinder_piped,0,0,0.6,0,2,2,5,0,1,1,0,0,0,22,power_outage,2024,1,11,pneumonia_child,0,11,0,5,3,215.0,24.0,1,grid_unreliable,7
5861,district_hospital,O2_0185,peri_urban,5,0,0,0,0,none,0,0,10.9,0,3,4,35,0,1,0,0,1,1,0,not_applicable,2022,11,10,heart_failure,4,6,0,2,0,109.0,18.0,1,solar,0
5862,district_hospital,O2_0028,rural,89,0,0,0,0,oxygen_concentrator,4,1,9.3,0,5,8,11,0,0,0,0,1,1,0,not_applicable,2024,7,12,sepsis,5,7,0,3,0,255.0,135.0,0,solar,1
5863,district_hospital,O2_0198,peri_urban,34,0,0,0,0,oxygen_concentrator,1,0,9.9,0,2,3,5,0,1,0,0,0,0,22,funding_for_refill,2024,7,12,pneumonia_adult,0,12,0,5,4,348.0,32.0,0,none,8
5864,district_hospital,O2_0036,peri_urban,33,0,0,0,0,oxygen_concentrator,3,1,1.9,0,2,3,10,0,1,0,0,0,0,8,power_outage,2024,4,10,heart_failure,0,10,0,8,2,154.0,93.0,0,none,35
5865,district_hospital,O2_0001,rural,117,0,0,0,0,oxygen_concentrator,2,1,8.5,0,5,8,46,0,0,0,0,0,0,2,regulator_valve_failure,2023,3,8,trauma,0,8,0,5,1,240.0,69.0,0,solar,2
5866,district_hospital,O2_0128,rural,32,0,0,1,0,none,0,0,0.6,1,3,4,16,0,0,0,0,1,1,0,not_applicable,2024,3,14,severe_malaria,9,5,0,3,0,411.0,158.0,0,grid_unreliable,3
5867,district_hospital,O2_0025,peri_urban,112,0,0,0,0,cylinder_piped,0,0,2.0,0,2,7,70,0,0,0,0,1,1,0,not_applicable,2023,8,14,other_hypoxemia,6,8,0,2,0,312.0,33.0,1,grid_unreliable,6
5868,district_hospital,O2_0087,urban,32,0,0,0,0,oxygen_concentrator,1,0,10.5,0,2,4,1,0,1,0,0,1,1,0,not_applicable,2021,11,10,heart_failure,2,8,0,2,0,324.0,16.0,0,grid_unreliable,36
5869,district_hospital,O2_0014,rural,38,0,0,0,0,cylinder_piped,0,0,1.6,0,2,4,12,0,1,0,0,0,0,5,power_outage,2024,12,16,COVID19_severe,0,16,0,6,2,89.0,23.0,0,grid_unreliable,1
5870,district_hospital,O2_0074,urban,15,0,0,1,0,cylinder_portable,0,0,11.4,0,6,5,11,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,4,15,neonatal_respiratory,0,15,0,4,0,116.0,6.0,1,none,18
5871,district_hospital,O2_0104,rural,5,0,0,0,0,oxygen_concentrator,3,1,5.5,1,7,2,11,0,0,0,0,1,0,0,not_applicable,2022,11,9,severe_malaria,6,3,0,1,0,181.0,19.0,0,none,5
5872,district_hospital,O2_0154,peri_urban,5,0,0,0,0,oxygen_concentrator,4,0,3.9,0,7,4,53,0,0,0,0,0,0,24,funding_for_refill,2024,11,14,pneumonia_child,0,14,0,7,1,319.0,60.0,0,grid_reliable,14
5873,district_hospital,O2_0023,rural,58,0,0,0,0,none,0,0,4.9,0,1,8,14,0,0,0,0,1,1,0,not_applicable,2024,11,12,trauma,8,4,0,1,0,241.0,153.0,1,grid_unreliable,4
5874,district_hospital,O2_0168,urban,76,1,0,0,0,cylinder_piped,0,0,2.2,0,5,6,6,0,0,0,0,1,0,0,not_applicable,2024,11,18,pneumonia_child,6,12,1,7,0,146.0,39.0,0,none,47
5875,district_hospital,O2_0039,rural,83,0,0,0,0,cylinder_portable,0,0,5.9,0,4,4,11,0,0,0,0,1,1,0,not_applicable,2023,3,8,trauma,3,5,0,3,0,125.0,27.0,1,none,0
5876,district_hospital,O2_0178,peri_urban,29,0,0,0,0,oxygen_concentrator,3,1,1.2,0,1,5,2,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,12,15,COVID19_severe,0,15,0,10,3,92.0,143.0,0,solar,0
5877,district_hospital,O2_0046,urban,84,0,0,0,0,oxygen_concentrator,0,0,3.8,0,4,3,11,0,0,0,0,1,1,0,not_applicable,2024,12,9,pneumonia_child,4,5,0,1,0,327.0,59.0,0,grid_unreliable,3
5878,district_hospital,O2_0048,urban,106,0,0,0,0,cylinder_piped,0,0,5.4,1,1,4,2,0,0,0,0,1,0,2,funding_for_refill,2022,12,17,COVID19_severe,6,11,0,3,0,338.0,5.0,1,grid_unreliable,7
5879,district_hospital,O2_0077,peri_urban,5,0,0,0,0,cylinder_portable,0,0,1.6,0,3,5,30,0,0,0,0,1,1,0,not_applicable,2023,5,18,asthma_severe,8,10,0,3,0,134.0,10.0,0,solar,0
5880,district_hospital,O2_0072,peri_urban,36,0,0,0,0,cylinder_portable,0,0,4.3,0,4,1,5,0,1,0,0,1,0,0,not_applicable,2023,12,13,neonatal_respiratory,5,8,0,2,0,234.0,70.0,0,none,46
5881,district_hospital,O2_0192,urban,123,0,0,0,0,cylinder_piped,0,0,1.2,1,5,1,3,0,0,0,0,0,0,13,cylinder_delivery_delay,2023,11,9,trauma,0,9,0,3,0,132.0,58.0,1,grid_unreliable,63
5882,district_hospital,O2_0087,urban,47,0,0,0,0,none,0,0,3.6,0,4,2,7,0,0,0,0,0,0,1,regulator_valve_failure,2022,11,14,pneumonia_adult,0,14,0,5,6,71.0,56.0,0,grid_reliable,22
5883,district_hospital,O2_0018,rural,53,0,0,0,0,oxygen_concentrator,1,0,10.7,0,0,5,15,0,1,1,1,1,1,0,not_applicable,2022,4,12,neonatal_respiratory,4,8,0,1,0,228.0,70.0,0,solar,15
5884,district_hospital,O2_0028,rural,87,0,0,0,0,cylinder_piped,0,0,10.8,0,5,3,8,0,0,0,0,0,0,16,no_oxygen_source,2023,9,17,COVID19_severe,0,17,0,6,8,45.0,94.0,0,solar,17
5885,district_hospital,O2_0081,rural,5,0,0,0,0,oxygen_concentrator,4,1,6.1,0,2,2,43,0,0,0,0,1,1,0,not_applicable,2024,4,8,pneumonia_adult,3,5,0,3,0,257.0,177.0,0,grid_unreliable,8
5886,district_hospital,O2_0105,peri_urban,24,0,0,0,0,oxygen_concentrator,1,0,4.1,0,0,5,29,0,1,0,0,1,1,0,not_applicable,2024,2,10,heart_failure,5,5,1,3,0,130.0,42.0,0,solar,11
5887,district_hospital,O2_0087,rural,133,0,0,0,0,none,2,1,20.0,0,1,3,24,0,0,0,0,1,0,0,not_applicable,2021,12,7,pneumonia_child,2,5,1,2,0,85.0,143.0,1,solar,9
5888,district_hospital,O2_0112,peri_urban,67,0,0,0,0,oxygen_concentrator,0,0,4.5,0,2,3,17,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,2,12,neonatal_respiratory,7,5,1,3,0,126.0,7.0,1,grid_unreliable,30
5889,district_hospital,O2_0082,rural,29,0,0,0,0,oxygen_concentrator,0,0,0.8,0,1,3,9,0,0,0,0,0,0,1,concentrator_malfunction,2023,7,7,neonatal_respiratory,0,7,0,4,3,196.0,21.0,0,grid_unreliable,5
5890,district_hospital,O2_0063,rural,105,0,0,0,0,oxygen_concentrator,2,0,0.5,0,4,5,21,0,1,0,0,1,1,0,not_applicable,2023,12,10,COPD_exacerbation,5,5,0,3,0,226.0,34.0,1,generator_only,66
5891,district_hospital,O2_0079,urban,83,0,0,0,0,cylinder_piped,0,0,9.7,0,5,5,22,0,0,0,0,1,1,7,concentrator_malfunction,2022,6,10,sepsis,5,5,0,3,0,267.0,14.0,0,grid_unreliable,7
5892,district_hospital,O2_0004,peri_urban,8,0,0,0,0,oxygen_concentrator,0,0,10.0,0,3,3,50,0,0,0,0,1,1,0,not_applicable,2022,10,16,trauma,9,7,0,2,0,177.0,110.0,0,grid_unreliable,21
5893,district_hospital,O2_0095,peri_urban,43,0,0,0,0,cylinder_portable,0,0,13.0,0,0,1,17,0,0,0,0,1,0,3,concentrator_malfunction,2022,3,18,severe_malaria,10,8,1,6,0,69.0,23.0,1,grid_unreliable,2
5894,district_hospital,O2_0171,urban,53,0,0,0,0,PSA_plant_onsite,0,0,1.8,0,0,4,7,1,1,1,0,0,0,19,cylinder_delivery_delay,2024,12,11,pneumonia_adult,0,11,0,5,5,132.0,23.0,0,none,0
5895,district_hospital,O2_0076,peri_urban,51,0,0,0,0,oxygen_concentrator,3,1,9.8,0,8,5,1,0,0,0,0,1,1,2,no_oxygen_source,2024,12,12,heart_failure,5,7,0,1,0,284.0,111.0,0,none,5
5896,district_hospital,O2_0013,urban,127,0,0,0,0,cylinder_portable,0,0,1.6,0,0,5,21,0,0,0,0,1,0,0,not_applicable,2022,8,15,severe_malaria,5,10,0,6,0,64.0,18.0,1,grid_unreliable,27
5897,district_hospital,O2_0064,urban,74,0,1,0,0,oxygen_concentrator,1,0,10.6,0,1,4,0,0,1,1,1,1,1,5,power_outage,2023,3,11,severe_malaria,3,8,0,3,0,406.0,52.0,0,grid_unreliable,17
5898,district_hospital,O2_0029,rural,45,0,0,1,0,cylinder_portable,0,0,7.4,0,4,3,4,0,0,0,0,1,1,0,not_applicable,2023,9,18,COPD_exacerbation,10,8,0,5,0,304.0,6.0,0,none,23
5899,district_hospital,O2_0166,rural,58,0,0,0,0,oxygen_concentrator,3,1,1.8,0,5,3,2,0,1,0,0,0,0,2,cylinder_delivery_delay,2024,8,15,neonatal_respiratory,0,15,0,5,1,161.0,7.0,0,none,0
5900,district_hospital,O2_0110,rural,26,0,0,0,0,cylinder_portable,1,0,2.2,0,2,6,50,0,0,0,0,0,0,2,supplier_stockout,2023,11,14,neonatal_respiratory,0,14,0,8,7,164.0,139.0,1,grid_reliable,1
5901,district_hospital,O2_0100,urban,43,0,0,0,0,oxygen_concentrator,2,0,17.2,0,3,5,10,0,0,0,0,0,0,30,supplier_stockout,2022,6,13,surgical_anaesthesia,0,13,0,6,2,97.0,22.0,1,none,3
5902,district_hospital,O2_0028,peri_urban,74,0,0,0,0,oxygen_concentrator,0,0,0.6,0,5,5,15,0,0,0,0,0,0,1,concentrator_malfunction,2023,5,10,pneumonia_adult,0,10,0,2,3,310.0,0.0,0,none,9
5903,district_hospital,O2_0075,rural,72,0,0,0,0,oxygen_concentrator,1,0,4.3,0,1,3,22,0,0,0,0,0,0,30,supplier_stockout,2022,11,14,asthma_severe,0,14,0,6,3,145.0,31.0,1,generator_only,0
5904,district_hospital,O2_0155,rural,110,0,0,0,0,oxygen_concentrator,3,1,3.0,0,3,5,51,0,1,0,0,0,0,27,concentrator_malfunction,2023,10,8,COVID19_severe,0,8,0,3,0,267.0,184.0,0,solar,10
5905,district_hospital,O2_0107,urban,51,0,0,1,0,cylinder_portable,0,0,0.2,0,2,2,30,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,12,13,pneumonia_child,0,13,0,7,1,131.0,38.0,0,none,0
5906,district_hospital,O2_0145,rural,62,0,0,0,1,oxygen_concentrator,4,1,9.3,1,4,5,39,0,0,0,0,0,0,1,concentrator_malfunction,2021,3,10,severe_malaria,0,10,0,7,4,203.0,42.0,1,grid_unreliable,2
5907,district_hospital,O2_0148,urban,44,0,0,0,0,oxygen_concentrator,1,0,17.1,0,8,7,64,0,0,0,0,1,1,0,not_applicable,2023,1,10,neonatal_respiratory,0,10,0,5,0,154.0,83.0,0,grid_unreliable,34
5908,district_hospital,O2_0133,rural,36,0,0,1,0,oxygen_concentrator,3,1,1.1,0,1,3,19,0,1,0,0,0,0,1,piping_system_leak,2023,4,12,COVID19_severe,0,12,0,5,2,237.0,0.0,1,generator_only,5
5909,district_hospital,O2_0160,urban,75,0,0,0,0,cylinder_portable,0,0,1.5,0,1,3,29,0,0,0,0,1,1,0,not_applicable,2024,9,10,COPD_exacerbation,7,3,1,2,0,193.0,16.0,1,solar,5
5910,district_hospital,O2_0192,peri_urban,47,0,0,0,0,none,0,0,0.7,0,3,2,20,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,12,16,severe_malaria,0,16,0,10,2,280.0,23.0,0,solar,3
5911,district_hospital,O2_0163,rural,76,0,0,0,0,cylinder_portable,0,0,5.2,0,5,2,24,0,1,0,0,0,0,8,cylinder_delivery_delay,2022,6,15,pneumonia_child,0,15,0,5,3,103.0,40.0,0,grid_unreliable,17
5912,district_hospital,O2_0096,rural,15,0,0,0,0,cylinder_piped,0,0,11.8,0,1,0,20,0,0,0,0,0,0,22,funding_for_refill,2023,9,13,severe_malaria,0,13,0,4,5,106.0,4.0,0,solar,38
5913,district_hospital,O2_0147,rural,65,1,0,0,0,oxygen_concentrator,4,0,6.7,1,3,1,33,0,0,0,0,1,1,2,PSA_plant_breakdown,2023,11,14,heart_failure,12,2,1,0,0,183.0,31.0,0,grid_unreliable,12
5914,district_hospital,O2_0192,urban,17,0,0,0,0,oxygen_concentrator,2,0,3.0,0,1,4,3,0,0,0,0,1,1,9,cylinder_delivery_delay,2024,4,7,pneumonia_child,3,4,0,1,0,286.0,1.0,0,grid_unreliable,8
5915,district_hospital,O2_0084,rural,39,0,0,0,0,oxygen_concentrator,3,1,4.0,0,3,3,19,0,1,0,0,1,1,0,not_applicable,2023,4,16,other_hypoxemia,10,6,1,1,0,313.0,52.0,1,generator_only,2
5916,district_hospital,O2_0169,peri_urban,54,0,0,0,0,cylinder_portable,0,0,3.0,0,0,2,9,0,1,0,0,0,0,30,no_oxygen_source,2024,9,13,neonatal_respiratory,0,13,0,8,7,230.0,46.0,0,grid_reliable,10
5917,district_hospital,O2_0006,peri_urban,5,0,0,0,1,oxygen_concentrator,1,0,3.7,1,9,3,2,0,0,0,0,1,1,0,not_applicable,2024,4,7,neonatal_respiratory,1,6,1,2,0,302.0,25.0,1,none,27
5918,district_hospital,O2_0129,rural,82,0,1,0,0,cylinder_piped,0,0,0.5,1,4,3,1,0,1,0,0,0,0,17,demand_surge,2024,11,14,sepsis,0,14,0,8,4,305.0,67.0,0,grid_unreliable,9
5919,district_hospital,O2_0034,urban,186,0,0,0,0,oxygen_concentrator,0,0,2.5,0,2,5,20,0,0,0,0,0,0,8,concentrator_malfunction,2021,5,13,heart_failure,0,13,0,8,3,170.0,91.0,0,grid_unreliable,8
5920,district_hospital,O2_0097,urban,48,0,0,0,0,cylinder_portable,0,0,3.2,0,1,2,14,0,1,0,0,0,0,6,piping_system_leak,2024,2,11,neonatal_respiratory,0,11,0,6,2,309.0,5.0,0,grid_unreliable,26
5921,district_hospital,O2_0073,rural,8,0,0,0,0,oxygen_concentrator,1,0,7.3,0,4,3,33,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,9,6,pneumonia_adult,0,6,0,4,0,194.0,90.0,1,solar,8
5922,district_hospital,O2_0075,urban,69,0,0,0,0,cylinder_portable,0,0,13.7,0,1,2,61,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,6,8,neonatal_respiratory,0,8,0,5,2,136.0,16.0,0,grid_unreliable,4
5923,district_hospital,O2_0010,peri_urban,67,0,0,0,1,cylinder_piped,0,0,1.3,1,4,3,9,0,0,0,0,1,1,0,not_applicable,2023,1,12,heart_failure,7,5,0,2,0,227.0,36.0,0,grid_reliable,33
5924,district_hospital,O2_0172,peri_urban,61,0,0,0,0,cylinder_piped,0,0,5.5,0,4,3,0,0,1,1,1,0,0,3,concentrator_malfunction,2024,6,14,pneumonia_adult,0,14,0,8,3,310.0,6.0,0,grid_unreliable,11
5925,district_hospital,O2_0166,rural,62,0,0,0,0,cylinder_portable,0,0,2.4,0,3,5,7,0,0,0,0,1,1,0,not_applicable,2022,2,12,trauma,6,6,0,2,0,236.0,178.0,1,grid_unreliable,6
5926,district_hospital,O2_0194,peri_urban,58,0,0,0,0,none,0,0,3.3,0,2,2,16,0,1,1,0,0,0,2,no_oxygen_source,2023,5,14,neonatal_respiratory,0,14,0,5,6,356.0,26.0,1,grid_unreliable,2
5927,district_hospital,O2_0178,peri_urban,6,0,0,0,0,PSA_plant_onsite,0,0,6.7,0,4,1,29,0,0,0,0,0,0,4,power_outage,2022,10,8,pneumonia_child,0,8,0,1,0,247.0,83.0,0,generator_only,18
5928,district_hospital,O2_0066,peri_urban,75,1,0,0,0,cylinder_portable,0,0,0.1,1,4,2,21,0,1,0,0,1,0,0,not_applicable,2024,4,18,COPD_exacerbation,8,10,0,6,0,260.0,71.0,0,none,9
5929,district_hospital,O2_0077,rural,100,0,0,0,0,none,0,0,5.6,0,1,6,23,0,0,0,0,0,0,6,no_oxygen_source,2022,3,10,surgical_anaesthesia,0,10,0,5,4,232.0,27.0,1,none,21
5930,district_hospital,O2_0027,urban,68,0,0,0,0,cylinder_piped,3,1,6.5,0,6,6,14,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,10,14,pneumonia_adult,0,14,0,7,5,229.0,10.0,0,grid_unreliable,3
5931,district_hospital,O2_0107,rural,28,0,0,0,0,cylinder_portable,4,3,8.7,0,7,4,56,0,0,0,0,1,1,0,not_applicable,2021,2,8,asthma_severe,3,5,1,1,0,227.0,23.0,1,none,5
5932,district_hospital,O2_0018,peri_urban,95,0,0,0,0,oxygen_concentrator,2,1,5.7,0,3,11,13,0,0,0,0,0,0,8,power_outage,2024,11,9,trauma,0,9,0,1,3,218.0,24.0,0,grid_unreliable,9
5933,district_hospital,O2_0048,peri_urban,73,1,0,0,0,oxygen_concentrator,4,1,6.1,0,3,4,23,0,0,0,0,1,1,0,not_applicable,2021,3,18,pneumonia_child,1,17,1,9,0,197.0,79.0,0,generator_only,8
5934,district_hospital,O2_0152,rural,78,0,0,0,0,cylinder_portable,0,0,2.5,0,4,3,1,0,0,0,0,0,0,22,funding_for_refill,2024,7,12,COPD_exacerbation,0,12,0,5,0,250.0,32.0,0,grid_unreliable,39
5935,district_hospital,O2_0128,peri_urban,88,0,0,0,0,oxygen_concentrator,0,0,5.3,0,3,6,29,0,0,0,0,1,1,0,not_applicable,2022,9,6,COVID19_severe,4,2,1,0,0,202.0,7.0,0,grid_unreliable,2
5936,district_hospital,O2_0034,peri_urban,131,0,0,0,0,oxygen_concentrator,1,0,0.6,0,1,4,4,0,1,0,0,1,0,0,not_applicable,2024,1,7,pneumonia_child,3,4,0,1,0,167.0,31.0,0,grid_unreliable,5
5937,district_hospital,O2_0046,urban,62,0,0,0,0,oxygen_concentrator,2,0,7.6,0,8,5,23,0,0,0,0,0,0,17,funding_for_refill,2024,6,14,COVID19_severe,0,14,0,7,3,186.0,55.0,0,grid_reliable,33
5938,district_hospital,O2_0013,peri_urban,45,0,0,0,0,cylinder_piped,0,0,1.8,0,0,5,14,0,1,1,0,1,1,0,not_applicable,2022,12,12,asthma_severe,5,7,0,2,0,340.0,4.0,0,solar,0
5939,district_hospital,O2_0166,peri_urban,14,0,0,0,0,cylinder_portable,0,0,1.3,0,5,4,8,0,0,0,0,0,0,2,empty_cylinders_not_collected,2023,6,15,pneumonia_child,0,15,0,7,3,349.0,31.0,0,none,13
5940,district_hospital,O2_0148,peri_urban,70,0,0,0,0,oxygen_concentrator,1,0,10.0,0,3,2,18,0,1,1,1,1,1,0,not_applicable,2021,6,12,pneumonia_adult,4,8,1,4,0,83.0,18.0,1,grid_reliable,3
5941,district_hospital,O2_0157,rural,81,0,0,0,0,cylinder_portable,0,0,1.5,1,3,7,20,0,0,0,0,0,0,5,concentrator_malfunction,2023,8,14,surgical_anaesthesia,0,14,0,8,6,278.0,41.0,1,grid_reliable,48
5942,district_hospital,O2_0039,urban,76,0,0,0,0,none,0,0,1.9,0,2,2,14,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,12,11,heart_failure,0,11,0,4,6,143.0,33.0,1,grid_unreliable,17
5943,district_hospital,O2_0092,peri_urban,8,0,0,0,0,none,0,0,2.7,0,1,1,6,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,10,15,heart_failure,0,15,0,7,4,100.0,59.0,0,grid_unreliable,41
5944,district_hospital,O2_0089,rural,82,0,0,0,0,cylinder_portable,3,2,2.5,0,1,4,18,0,0,0,0,0,0,17,demand_surge,2022,2,8,pneumonia_child,0,8,0,4,1,149.0,23.0,1,grid_unreliable,3
5945,district_hospital,O2_0102,peri_urban,80,0,0,0,0,cylinder_portable,0,0,7.0,0,2,6,10,0,0,0,0,0,0,1,power_outage,2022,1,7,COVID19_severe,0,7,0,3,1,173.0,32.0,1,generator_only,15
5946,district_hospital,O2_0092,peri_urban,84,0,0,0,0,none,0,0,9.2,0,5,8,25,0,1,0,0,1,1,0,not_applicable,2021,12,12,pneumonia_child,4,8,0,4,0,328.0,14.0,0,solar,3
5947,district_hospital,O2_0153,rural,55,0,0,0,0,cylinder_portable,0,0,12.7,0,4,6,23,0,1,1,1,1,1,0,not_applicable,2024,1,10,pneumonia_child,1,9,0,5,0,125.0,126.0,1,grid_unreliable,10
5948,district_hospital,O2_0001,urban,62,0,0,0,0,none,0,0,6.8,0,5,3,24,0,1,0,0,0,0,4,concentrator_malfunction,2023,5,5,surgical_anaesthesia,0,5,0,5,2,122.0,21.0,1,grid_unreliable,12
5949,district_hospital,O2_0129,rural,81,0,0,0,0,cylinder_piped,1,0,9.9,0,3,4,21,0,1,0,0,1,1,3,funding_for_refill,2021,5,15,neonatal_respiratory,3,12,0,8,0,225.0,35.0,0,none,6
5950,district_hospital,O2_0197,rural,54,0,0,0,1,cylinder_piped,5,1,10.4,1,2,3,6,0,1,1,0,1,0,0,not_applicable,2022,7,11,pneumonia_child,3,8,0,5,0,198.0,10.0,1,grid_unreliable,4
5951,district_hospital,O2_0174,peri_urban,72,0,0,0,0,oxygen_concentrator,0,0,3.7,1,1,2,32,0,0,0,0,0,0,20,cylinder_delivery_delay,2021,10,14,COPD_exacerbation,0,14,0,10,4,265.0,5.0,0,grid_unreliable,43
5952,district_hospital,O2_0138,rural,5,0,0,0,0,oxygen_concentrator,3,2,4.6,0,3,4,53,0,0,0,0,0,0,7,regulator_valve_failure,2022,3,11,neonatal_respiratory,0,11,0,3,4,331.0,88.0,0,grid_unreliable,31
5953,district_hospital,O2_0013,rural,65,0,0,0,0,cylinder_piped,0,0,0.5,0,4,5,13,0,1,1,0,0,0,19,PSA_plant_breakdown,2022,1,11,trauma,0,11,0,6,1,236.0,13.0,0,none,1
5954,district_hospital,O2_0132,rural,47,0,0,0,0,oxygen_concentrator,1,0,4.3,0,2,7,43,0,1,0,0,0,0,5,empty_cylinders_not_collected,2024,3,11,surgical_anaesthesia,0,11,0,6,3,242.0,115.0,0,none,38
5955,district_hospital,O2_0075,urban,34,0,0,0,0,cylinder_piped,0,0,10.2,0,0,3,24,0,0,0,0,1,0,0,not_applicable,2023,3,14,trauma,8,6,0,5,0,141.0,20.0,0,none,12
5956,district_hospital,O2_0065,rural,84,0,0,0,0,none,0,0,10.0,1,0,3,22,0,0,0,0,1,1,0,not_applicable,2021,9,17,pneumonia_child,8,9,0,6,0,251.0,39.0,0,grid_unreliable,26
5957,district_hospital,O2_0075,rural,98,0,0,0,0,cylinder_piped,1,0,1.7,0,2,2,10,0,1,0,0,0,0,4,cylinder_delivery_delay,2024,10,11,other_hypoxemia,0,11,0,6,3,188.0,93.0,0,grid_unreliable,14
5958,district_hospital,O2_0158,peri_urban,124,0,0,0,0,cylinder_portable,0,0,0.3,0,4,3,2,0,1,0,0,0,0,15,cylinder_delivery_delay,2024,1,12,pneumonia_child,0,12,0,6,1,202.0,62.0,0,generator_only,20
5959,district_hospital,O2_0184,peri_urban,5,0,0,0,0,cylinder_portable,0,0,19.0,0,2,3,30,0,1,1,1,0,0,23,cylinder_delivery_delay,2022,9,19,asthma_severe,0,19,0,6,9,407.0,23.0,1,grid_unreliable,5
5960,district_hospital,O2_0005,urban,26,0,0,0,0,cylinder_portable,0,0,0.7,0,2,3,31,0,0,0,0,1,1,0,not_applicable,2023,9,14,severe_malaria,7,7,1,4,0,253.0,1.0,0,grid_unreliable,57
5961,district_hospital,O2_0002,rural,58,0,0,0,0,cylinder_portable,0,0,9.7,0,3,5,31,0,0,0,0,1,1,0,not_applicable,2022,8,9,neonatal_respiratory,5,4,0,2,0,185.0,161.0,0,grid_unreliable,0
5962,district_hospital,O2_0061,peri_urban,55,0,0,0,1,cylinder_portable,0,0,11.9,1,2,7,21,0,0,0,0,0,0,10,demand_surge,2024,11,14,heart_failure,0,14,0,5,1,254.0,19.0,1,grid_unreliable,16
5963,district_hospital,O2_0055,peri_urban,50,0,0,0,0,PSA_plant_onsite,0,0,1.1,0,0,3,40,0,0,0,0,1,0,0,not_applicable,2024,11,7,pneumonia_child,3,4,0,1,0,153.0,69.0,0,grid_reliable,6
5964,district_hospital,O2_0044,peri_urban,135,0,0,0,0,cylinder_portable,0,0,2.9,0,3,5,4,0,0,0,0,1,1,0,not_applicable,2024,12,7,trauma,1,6,1,2,0,321.0,8.0,1,grid_unreliable,9
5965,district_hospital,O2_0085,peri_urban,111,0,0,0,0,none,0,0,4.4,0,4,4,19,0,0,0,0,1,1,0,not_applicable,2024,12,12,pneumonia_child,4,8,0,4,0,168.0,33.0,0,grid_unreliable,22
5966,district_hospital,O2_0157,rural,33,0,0,0,0,cylinder_piped,0,0,0.6,0,4,3,9,0,1,0,0,1,1,2,demand_surge,2024,2,8,pneumonia_adult,4,4,0,1,0,173.0,57.0,1,grid_unreliable,6
5967,district_hospital,O2_0192,peri_urban,50,0,0,0,0,LOX_bulk_tank,0,0,0.2,0,2,8,0,0,0,0,0,0,0,30,demand_surge,2024,3,8,neonatal_respiratory,0,8,0,5,2,99.0,4.0,1,generator_only,1
5968,district_hospital,O2_0021,urban,108,0,0,0,0,cylinder_portable,1,0,4.2,0,3,4,16,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,7,16,pneumonia_adult,0,16,0,3,6,184.0,11.0,1,solar,4
5969,district_hospital,O2_0173,peri_urban,5,0,0,0,0,none,0,0,1.8,0,0,5,18,0,0,0,0,0,0,2,regulator_valve_failure,2022,4,9,surgical_anaesthesia,0,9,0,5,0,247.0,43.0,0,none,7
5970,district_hospital,O2_0178,urban,22,0,0,0,0,oxygen_concentrator,5,2,12.8,1,4,2,15,0,1,0,0,1,1,0,not_applicable,2021,11,9,COPD_exacerbation,4,5,1,1,0,234.0,50.0,1,grid_unreliable,59
5971,district_hospital,O2_0023,rural,75,0,0,0,0,oxygen_concentrator,2,1,1.2,0,3,2,10,0,1,0,0,1,0,7,cylinder_delivery_delay,2023,2,9,neonatal_respiratory,5,4,0,2,0,211.0,48.0,0,grid_unreliable,7
5972,district_hospital,O2_0048,peri_urban,60,0,1,0,0,oxygen_concentrator,0,0,1.1,1,3,8,13,0,0,0,0,1,1,0,not_applicable,2023,10,12,trauma,7,5,0,3,0,239.0,31.0,1,grid_unreliable,13
5973,district_hospital,O2_0156,peri_urban,109,0,0,0,0,oxygen_concentrator,3,1,1.3,0,4,2,18,0,0,0,0,0,0,30,no_oxygen_source,2023,5,16,other_hypoxemia,0,16,0,6,9,146.0,12.0,1,generator_only,9
5974,district_hospital,O2_0104,rural,97,0,0,0,1,oxygen_concentrator,1,0,9.2,1,1,2,30,0,0,0,0,0,0,7,concentrator_malfunction,2023,1,13,sepsis,0,13,0,11,3,217.0,2.0,0,none,39
5975,district_hospital,O2_0083,urban,89,0,0,0,0,oxygen_concentrator,0,0,1.9,1,4,3,26,0,1,1,0,1,0,0,not_applicable,2024,4,10,COPD_exacerbation,2,8,0,5,0,166.0,89.0,0,grid_unreliable,0
5976,district_hospital,O2_0152,peri_urban,5,0,0,0,0,cylinder_piped,1,0,1.3,0,1,7,2,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,11,20,neonatal_respiratory,0,20,0,6,5,178.0,13.0,1,none,0
5977,district_hospital,O2_0193,peri_urban,52,0,1,0,0,cylinder_piped,0,0,2.5,0,4,3,3,0,1,1,0,1,1,0,not_applicable,2024,4,11,pneumonia_adult,3,8,0,6,0,128.0,18.0,0,grid_unreliable,18
5978,district_hospital,O2_0035,urban,48,0,0,0,0,oxygen_concentrator,5,3,0.4,0,3,3,83,0,1,0,0,0,0,10,empty_cylinders_not_collected,2024,4,8,other_hypoxemia,0,8,0,5,3,60.0,23.0,1,none,15
5979,district_hospital,O2_0146,urban,73,0,0,0,0,none,0,0,9.7,0,0,3,32,0,1,0,0,0,0,29,cylinder_delivery_delay,2023,8,15,COPD_exacerbation,0,15,0,7,5,173.0,3.0,0,none,3
5980,district_hospital,O2_0040,urban,5,0,1,0,0,oxygen_concentrator,0,0,4.8,0,1,5,14,0,1,1,0,1,1,0,not_applicable,2022,9,20,COVID19_severe,9,11,0,3,0,212.0,14.0,1,solar,2
5981,district_hospital,O2_0100,rural,81,0,0,1,0,cylinder_portable,0,0,1.7,0,2,6,83,0,0,0,0,0,0,8,power_outage,2023,6,7,heart_failure,0,7,0,5,0,69.0,13.0,0,grid_unreliable,13
5982,district_hospital,O2_0010,rural,5,0,0,0,0,cylinder_portable,0,0,11.9,0,4,4,3,0,0,0,0,0,0,1,concentrator_malfunction,2023,11,14,asthma_severe,0,14,0,6,5,99.0,3.0,0,solar,13
5983,district_hospital,O2_0192,rural,72,0,0,0,0,cylinder_portable,0,0,1.7,0,4,7,26,0,0,0,0,1,0,6,concentrator_malfunction,2024,12,6,COVID19_severe,2,4,1,1,0,213.0,32.0,1,none,4
5984,district_hospital,O2_0042,rural,100,0,0,0,0,cylinder_portable,0,0,1.2,0,6,2,54,0,0,0,0,1,0,0,not_applicable,2024,9,12,severe_malaria,3,9,0,5,0,31.0,3.0,0,solar,5
5985,district_hospital,O2_0188,peri_urban,27,0,0,0,0,cylinder_piped,0,0,2.2,0,1,4,3,0,0,0,0,0,0,3,PSA_plant_breakdown,2024,12,13,pneumonia_child,0,13,0,7,7,323.0,57.0,0,grid_unreliable,12
5986,district_hospital,O2_0197,urban,92,0,0,0,0,oxygen_concentrator,1,0,1.6,0,2,5,9,0,0,0,0,1,1,8,concentrator_malfunction,2023,1,5,surgical_anaesthesia,2,3,0,1,0,200.0,111.0,0,grid_unreliable,15
5987,district_hospital,O2_0193,urban,35,0,0,0,0,none,1,0,6.3,0,5,5,18,0,0,0,0,1,1,1,concentrator_malfunction,2023,5,13,pneumonia_child,1,12,1,4,0,151.0,94.0,0,solar,9
5988,district_hospital,O2_0141,rural,87,0,0,0,0,none,0,0,7.9,1,1,4,57,0,1,0,0,1,1,2,concentrator_malfunction,2023,5,16,pneumonia_child,5,11,1,8,0,149.0,21.0,1,grid_reliable,8
5989,district_hospital,O2_0040,rural,26,0,0,0,0,oxygen_concentrator,1,0,2.3,0,2,4,47,0,1,0,0,1,1,0,not_applicable,2023,11,10,trauma,7,3,1,1,0,180.0,64.0,0,grid_unreliable,15
5990,district_hospital,O2_0089,peri_urban,76,0,0,0,0,cylinder_portable,0,0,10.2,0,4,5,28,0,1,1,0,0,0,30,concentrator_malfunction,2024,12,11,pneumonia_child,0,11,0,7,3,118.0,119.0,1,grid_reliable,6
5991,district_hospital,O2_0107,rural,10,0,0,0,0,oxygen_concentrator,4,2,1.0,0,3,3,11,0,0,0,0,0,0,30,concentrator_malfunction,2022,8,18,pneumonia_child,0,18,0,5,6,128.0,50.0,0,none,11
5992,district_hospital,O2_0107,peri_urban,73,0,0,0,0,oxygen_concentrator,1,0,4.0,0,2,2,10,0,1,1,1,0,0,5,cylinder_delivery_delay,2023,3,20,severe_malaria,0,20,0,11,1,244.0,3.0,1,grid_reliable,0
5993,district_hospital,O2_0037,urban,75,0,0,0,0,cylinder_piped,1,0,4.6,0,1,2,0,0,0,0,0,1,1,0,not_applicable,2023,11,11,trauma,5,6,0,3,0,62.0,45.0,0,grid_unreliable,15
5994,district_hospital,O2_0005,urban,82,0,0,0,0,oxygen_concentrator,3,0,8.4,1,4,5,24,0,0,0,0,0,0,2,concentrator_malfunction,2023,7,9,trauma,0,9,0,8,3,163.0,14.0,1,grid_unreliable,16
5995,district_hospital,O2_0188,urban,76,0,0,0,0,none,0,0,6.4,0,3,2,19,0,1,0,0,1,1,1,power_outage,2022,11,9,neonatal_respiratory,4,5,0,2,0,197.0,23.0,0,generator_only,8
5996,district_hospital,O2_0066,peri_urban,64,0,0,0,0,cylinder_portable,0,0,3.0,0,1,4,51,0,1,1,0,0,0,11,cylinder_delivery_delay,2023,11,15,trauma,0,15,0,5,6,273.0,60.0,1,none,1
5997,district_hospital,O2_0151,peri_urban,33,0,0,0,0,oxygen_concentrator,4,1,1.6,0,1,4,23,0,0,0,0,0,0,10,empty_cylinders_not_collected,2023,9,17,COVID19_severe,0,17,0,9,7,45.0,8.0,0,grid_reliable,9
5998,district_hospital,O2_0044,rural,87,0,0,0,0,cylinder_portable,0,0,7.8,0,1,6,56,0,0,0,0,0,0,6,piping_system_leak,2023,9,12,pneumonia_adult,0,12,0,7,3,125.0,186.0,1,none,46
5999,district_hospital,O2_0014,urban,55,0,0,0,0,cylinder_piped,0,0,3.4,0,2,3,10,0,0,0,0,0,0,2,concentrator_malfunction,2022,1,13,pneumonia_child,0,13,0,8,3,414.0,213.0,1,solar,20
6000,district_hospital,O2_0091,peri_urban,102,0,1,0,0,oxygen_concentrator,0,0,3.3,0,4,7,42,0,0,0,0,1,0,0,not_applicable,2021,3,18,asthma_severe,6,12,0,8,0,265.0,27.0,0,grid_reliable,15
6001,district_hospital,O2_0183,rural,26,0,0,0,0,oxygen_concentrator,1,0,6.0,0,3,5,2,0,0,0,0,0,0,4,power_outage,2022,11,6,other_hypoxemia,0,6,0,5,1,141.0,77.0,0,grid_unreliable,61
6002,district_hospital,O2_0174,peri_urban,52,0,0,0,0,cylinder_piped,0,0,10.6,0,4,3,34,0,0,0,0,1,1,0,not_applicable,2023,11,9,pneumonia_adult,6,3,0,1,0,261.0,37.0,0,generator_only,6
6003,district_hospital,O2_0138,peri_urban,41,0,0,0,0,cylinder_portable,1,0,0.4,1,4,6,26,0,0,0,0,1,1,0,not_applicable,2024,12,13,neonatal_respiratory,5,8,0,3,0,145.0,76.0,1,solar,14
6004,district_hospital,O2_0002,urban,104,0,0,0,0,cylinder_portable,1,0,0.6,1,5,4,5,0,0,0,0,1,0,0,not_applicable,2021,2,7,neonatal_respiratory,4,3,0,1,0,185.0,46.0,0,solar,22
6005,district_hospital,O2_0121,rural,30,0,0,0,0,cylinder_piped,0,0,1.7,0,2,6,49,0,1,0,0,1,1,3,cylinder_delivery_delay,2022,10,12,pneumonia_child,10,2,0,1,0,195.0,36.0,1,grid_unreliable,1
6006,district_hospital,O2_0065,urban,89,0,0,0,0,oxygen_concentrator,6,3,2.6,1,2,7,8,0,1,1,1,0,0,6,cylinder_delivery_delay,2023,6,12,heart_failure,0,12,0,5,4,357.0,91.0,1,solar,5
6007,district_hospital,O2_0148,rural,90,0,0,0,0,oxygen_concentrator,1,0,11.0,0,7,5,10,0,1,0,0,0,0,1,cylinder_delivery_delay,2021,10,8,pneumonia_adult,0,8,0,5,3,141.0,58.0,1,grid_reliable,5
6008,district_hospital,O2_0065,peri_urban,64,0,0,0,0,oxygen_concentrator,1,0,0.1,0,2,5,1,0,0,0,0,1,1,0,not_applicable,2024,7,9,trauma,3,6,0,4,0,271.0,4.0,0,none,9
6009,district_hospital,O2_0061,urban,68,0,1,0,0,cylinder_piped,0,0,5.3,0,0,7,1,0,1,0,0,0,0,14,cylinder_delivery_delay,2023,3,14,neonatal_respiratory,0,14,0,5,1,275.0,75.0,0,grid_unreliable,4
6010,district_hospital,O2_0181,urban,62,0,1,0,0,cylinder_portable,0,0,12.5,0,5,2,9,0,0,0,0,0,0,29,PSA_plant_breakdown,2021,10,9,pneumonia_child,0,9,0,4,4,215.0,42.0,0,generator_only,1
6011,district_hospital,O2_0078,peri_urban,79,0,0,0,0,cylinder_piped,0,0,10.1,0,1,3,37,0,1,0,0,0,0,6,piping_system_leak,2023,12,10,pneumonia_child,0,10,0,5,3,283.0,58.0,0,solar,7
6012,district_hospital,O2_0047,urban,42,0,0,0,0,oxygen_concentrator,2,0,2.6,0,1,4,5,0,0,0,0,1,0,0,not_applicable,2024,12,20,severe_malaria,8,12,0,5,0,136.0,42.0,0,generator_only,15
6013,district_hospital,O2_0128,rural,33,0,0,0,0,cylinder_piped,0,0,0.6,0,1,6,20,0,0,0,0,0,0,20,cylinder_delivery_delay,2023,6,10,surgical_anaesthesia,0,10,0,1,4,167.0,40.0,1,none,3
6014,district_hospital,O2_0175,rural,66,0,0,0,0,oxygen_concentrator,2,0,6.5,0,3,0,16,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,5,5,COPD_exacerbation,2,3,0,1,0,170.0,8.0,1,none,29
6015,district_hospital,O2_0190,rural,5,0,1,0,1,LOX_bulk_tank,0,0,0.9,1,6,4,68,0,0,0,0,0,0,3,no_oxygen_source,2024,12,8,neonatal_respiratory,0,8,0,4,2,168.0,160.0,0,generator_only,1
6016,district_hospital,O2_0074,rural,52,0,0,0,0,LOX_bulk_tank,0,0,1.0,1,2,6,8,0,0,0,0,0,0,2,concentrator_malfunction,2024,5,9,asthma_severe,0,9,0,5,3,273.0,205.0,0,grid_unreliable,11
6017,district_hospital,O2_0059,urban,60,0,0,0,0,oxygen_concentrator,1,0,28.0,0,6,0,4,0,0,0,0,0,0,24,no_oxygen_source,2024,4,9,neonatal_respiratory,0,9,0,5,2,110.0,120.0,1,solar,22
6018,district_hospital,O2_0077,peri_urban,83,0,0,0,0,oxygen_concentrator,2,1,0.2,0,3,4,50,0,1,0,0,0,0,1,power_outage,2023,6,12,pneumonia_adult,0,12,0,6,4,253.0,79.0,0,grid_unreliable,28
6019,district_hospital,O2_0183,peri_urban,58,0,0,0,0,none,0,0,2.0,0,2,5,13,0,1,0,0,0,0,14,cylinder_delivery_delay,2024,7,13,heart_failure,0,13,0,5,1,56.0,13.0,1,solar,14
6020,district_hospital,O2_0034,urban,107,0,0,0,0,cylinder_piped,0,0,4.3,0,8,4,72,0,0,0,0,1,0,0,not_applicable,2022,5,12,pneumonia_child,7,5,0,2,0,292.0,49.0,0,none,9
6021,district_hospital,O2_0055,urban,74,0,0,1,0,cylinder_portable,0,0,0.9,0,0,5,49,0,1,1,0,0,0,11,cylinder_delivery_delay,2022,11,13,surgical_anaesthesia,0,13,0,7,6,198.0,0.0,0,grid_unreliable,2
6022,district_hospital,O2_0036,rural,67,0,0,0,0,cylinder_piped,1,0,4.8,0,2,4,23,0,0,0,0,1,1,0,not_applicable,2023,6,7,heart_failure,4,3,1,2,0,278.0,36.0,0,generator_only,0
6023,district_hospital,O2_0043,peri_urban,87,0,0,0,0,oxygen_concentrator,4,1,2.6,0,0,0,9,0,0,0,0,1,1,0,not_applicable,2023,7,7,pneumonia_adult,3,4,0,1,0,222.0,80.0,0,grid_unreliable,10
6024,district_hospital,O2_0026,peri_urban,67,0,0,0,0,none,0,0,0.4,1,3,7,1,0,0,0,0,1,1,0,not_applicable,2023,12,11,COVID19_severe,4,7,1,2,0,277.0,59.0,1,solar,8
6025,district_hospital,O2_0154,peri_urban,75,0,0,0,0,none,0,0,0.6,0,7,5,16,0,0,0,0,1,1,0,not_applicable,2023,4,16,sepsis,5,11,0,7,0,267.0,96.0,1,grid_reliable,22
6026,district_hospital,O2_0190,rural,28,0,0,0,0,cylinder_portable,0,0,2.4,0,4,6,11,0,0,0,0,1,1,0,not_applicable,2023,11,14,severe_malaria,6,8,0,2,0,343.0,56.0,0,grid_unreliable,71
6027,district_hospital,O2_0118,peri_urban,34,0,0,0,0,oxygen_concentrator,4,1,5.2,0,2,5,37,0,0,0,0,0,0,26,cylinder_delivery_delay,2021,3,6,pneumonia_adult,0,6,0,0,1,173.0,121.0,1,generator_only,63
6028,district_hospital,O2_0056,rural,95,0,0,0,0,cylinder_piped,1,0,3.8,0,3,0,24,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,1,5,pneumonia_child,0,5,0,2,0,191.0,5.0,0,grid_unreliable,4
6029,district_hospital,O2_0169,urban,49,0,1,0,0,oxygen_concentrator,0,0,11.7,0,2,0,3,0,0,0,0,0,0,9,concentrator_malfunction,2023,3,16,COVID19_severe,0,16,0,4,0,207.0,15.0,1,none,20
6030,district_hospital,O2_0094,rural,108,0,0,0,0,cylinder_portable,0,0,2.5,0,2,5,21,0,0,0,0,0,0,1,regulator_valve_failure,2024,7,7,neonatal_respiratory,0,7,0,3,1,266.0,24.0,0,generator_only,52
6031,district_hospital,O2_0053,rural,75,0,0,0,0,cylinder_portable,0,0,4.8,0,3,2,15,0,0,0,0,1,1,0,not_applicable,2023,1,11,COVID19_severe,6,5,1,3,0,173.0,23.0,0,grid_unreliable,2
6032,district_hospital,O2_0118,rural,68,0,0,1,0,cylinder_portable,1,0,1.0,0,7,2,41,0,0,0,0,0,0,1,concentrator_malfunction,2022,7,11,COPD_exacerbation,0,11,0,4,3,241.0,66.0,1,grid_unreliable,6
6033,district_hospital,O2_0106,peri_urban,35,0,0,0,1,cylinder_portable,0,0,4.9,1,2,3,23,0,1,1,0,1,1,0,not_applicable,2022,12,7,neonatal_respiratory,3,4,0,2,0,196.0,113.0,0,grid_unreliable,18
6034,district_hospital,O2_0157,peri_urban,16,0,0,0,0,oxygen_concentrator,1,0,10.5,0,5,5,17,0,0,0,0,1,0,0,not_applicable,2024,6,7,other_hypoxemia,4,3,0,1,0,177.0,70.0,1,solar,2
6035,district_hospital,O2_0029,urban,159,0,0,0,0,oxygen_concentrator,3,1,3.4,0,1,2,11,0,1,0,0,0,0,23,cylinder_delivery_delay,2023,3,10,surgical_anaesthesia,0,10,0,5,0,159.0,54.0,0,grid_reliable,0
6036,district_hospital,O2_0194,rural,80,0,0,0,0,cylinder_portable,2,0,4.1,0,3,7,20,0,0,0,0,0,0,18,cylinder_delivery_delay,2021,4,10,severe_malaria,0,10,0,6,0,188.0,22.0,1,solar,38
6037,district_hospital,O2_0054,peri_urban,110,1,0,0,0,oxygen_concentrator,3,1,4.4,0,4,0,7,0,0,0,0,1,1,0,not_applicable,2023,10,16,pneumonia_adult,8,8,1,3,0,151.0,12.0,1,grid_unreliable,18
6038,district_hospital,O2_0145,rural,88,0,0,0,0,cylinder_piped,0,0,8.8,0,1,6,4,0,0,0,0,0,0,5,concentrator_malfunction,2022,3,16,severe_malaria,0,16,0,5,6,117.0,5.0,0,generator_only,17
6039,district_hospital,O2_0198,rural,78,0,0,0,0,cylinder_portable,0,0,1.6,0,2,6,7,0,0,0,0,1,1,0,not_applicable,2024,2,10,pneumonia_adult,4,6,0,1,0,284.0,84.0,0,solar,15
6040,district_hospital,O2_0100,urban,13,0,0,0,0,LOX_bulk_tank,1,0,0.9,0,3,4,29,0,0,0,0,1,0,0,not_applicable,2023,8,9,other_hypoxemia,3,6,1,5,0,132.0,9.0,0,grid_unreliable,31
6041,district_hospital,O2_0023,rural,40,0,0,0,0,cylinder_portable,0,0,9.5,0,1,4,1,0,1,0,0,1,1,0,not_applicable,2023,11,14,neonatal_respiratory,6,8,1,5,0,271.0,31.0,0,none,3
6042,district_hospital,O2_0078,urban,87,0,0,0,0,oxygen_concentrator,1,0,0.5,0,6,4,9,0,0,0,0,0,0,5,demand_surge,2022,8,9,pneumonia_adult,0,9,0,5,2,283.0,14.0,1,grid_unreliable,5
6043,district_hospital,O2_0038,peri_urban,95,0,0,0,1,cylinder_portable,0,0,5.2,1,1,5,17,0,1,1,0,0,0,4,concentrator_malfunction,2023,4,14,neonatal_respiratory,0,14,0,7,2,198.0,22.0,0,grid_unreliable,14
6044,district_hospital,O2_0180,rural,68,0,0,0,0,none,0,0,2.1,0,1,3,13,0,1,1,1,0,0,7,concentrator_malfunction,2022,7,20,pneumonia_adult,0,20,0,6,2,209.0,20.0,0,grid_unreliable,37
6045,district_hospital,O2_0090,rural,75,0,0,1,0,none,0,0,13.0,1,2,4,2,0,1,0,0,0,0,5,cylinder_delivery_delay,2023,4,17,heart_failure,0,17,0,3,5,264.0,43.0,0,grid_unreliable,4
6046,district_hospital,O2_0040,rural,22,0,0,0,0,cylinder_piped,0,0,10.9,0,2,7,32,0,0,0,0,1,1,0,not_applicable,2022,2,17,surgical_anaesthesia,7,10,1,5,0,23.0,52.0,0,grid_unreliable,28
6047,district_hospital,O2_0055,peri_urban,20,0,0,0,0,cylinder_piped,0,0,3.9,0,1,2,6,0,0,0,0,0,0,12,PSA_plant_breakdown,2024,9,12,pneumonia_adult,0,12,0,7,4,345.0,62.0,1,grid_unreliable,2
6048,district_hospital,O2_0110,peri_urban,68,0,1,0,0,oxygen_concentrator,1,0,19.0,0,4,5,20,0,1,0,0,0,0,11,concentrator_malfunction,2022,3,10,neonatal_respiratory,0,10,0,4,2,88.0,27.0,0,grid_unreliable,16
6049,district_hospital,O2_0039,rural,99,0,1,0,0,cylinder_portable,0,0,6.2,0,2,3,20,0,0,0,0,0,0,15,cylinder_delivery_delay,2024,4,12,pneumonia_adult,0,12,0,6,3,303.0,66.0,0,grid_unreliable,8
6050,district_hospital,O2_0048,rural,5,0,0,0,0,none,0,0,6.6,0,1,7,7,0,0,0,0,0,0,27,funding_for_refill,2022,4,14,asthma_severe,0,14,0,5,3,126.0,24.0,0,none,7
6051,district_hospital,O2_0173,peri_urban,70,0,0,0,0,oxygen_concentrator,3,1,3.8,0,1,2,126,0,1,0,0,0,0,26,cylinder_delivery_delay,2022,8,14,neonatal_respiratory,0,14,0,4,7,245.0,51.0,0,grid_reliable,20
6052,district_hospital,O2_0149,peri_urban,52,0,0,0,0,LOX_bulk_tank,0,0,0.8,0,5,1,5,0,1,0,0,0,0,16,cylinder_delivery_delay,2022,7,10,asthma_severe,0,10,0,3,2,192.0,50.0,0,none,0
6053,district_hospital,O2_0131,urban,88,0,0,0,0,oxygen_concentrator,3,1,6.0,0,1,2,48,0,0,0,0,1,1,0,not_applicable,2022,7,11,COVID19_severe,4,7,1,1,0,206.0,12.0,0,solar,7
6054,district_hospital,O2_0187,rural,73,0,0,0,0,cylinder_portable,0,0,7.9,0,2,4,1,0,0,0,0,1,1,0,not_applicable,2022,9,7,other_hypoxemia,1,6,1,2,0,281.0,2.0,0,grid_unreliable,11
6055,district_hospital,O2_0164,peri_urban,23,0,0,0,0,cylinder_portable,0,0,0.7,0,3,5,3,0,0,0,0,1,0,0,not_applicable,2023,10,15,neonatal_respiratory,4,11,1,5,0,128.0,30.0,0,none,10
6056,district_hospital,O2_0138,rural,105,0,0,0,0,cylinder_piped,0,0,0.7,0,2,2,8,0,0,0,0,1,0,0,not_applicable,2023,10,14,surgical_anaesthesia,1,13,0,4,0,199.0,162.0,1,grid_unreliable,7
6057,district_hospital,O2_0086,peri_urban,59,1,0,0,0,oxygen_concentrator,4,1,3.2,0,4,3,8,0,1,1,1,1,1,0,not_applicable,2022,12,17,severe_malaria,11,6,0,2,0,221.0,10.0,0,grid_reliable,41
6058,district_hospital,O2_0028,urban,77,0,0,0,0,none,0,0,8.2,0,3,1,40,0,1,0,0,1,1,0,not_applicable,2021,5,13,neonatal_respiratory,6,7,1,1,0,285.0,0.0,0,generator_only,5
6059,district_hospital,O2_0143,peri_urban,51,0,0,0,0,oxygen_concentrator,0,0,9.0,0,2,7,37,0,1,1,0,1,1,0,not_applicable,2023,6,18,COVID19_severe,7,11,1,3,0,182.0,21.0,1,grid_unreliable,4
6060,district_hospital,O2_0062,urban,43,0,0,0,0,cylinder_piped,0,0,9.5,0,1,3,20,0,0,0,0,1,1,0,not_applicable,2021,9,11,surgical_anaesthesia,4,7,0,1,0,75.0,163.0,1,generator_only,37
6061,district_hospital,O2_0143,urban,67,0,0,0,0,oxygen_concentrator,1,0,2.3,0,2,3,22,0,0,0,0,1,0,0,not_applicable,2023,11,12,pneumonia_child,3,9,0,4,0,289.0,28.0,1,none,0
6062,district_hospital,O2_0077,rural,5,0,1,0,0,oxygen_concentrator,1,0,3.9,0,3,3,34,0,1,0,0,1,1,0,not_applicable,2023,9,16,trauma,4,12,0,4,0,385.0,9.0,1,grid_unreliable,94
6063,district_hospital,O2_0059,rural,9,0,0,0,0,cylinder_portable,2,0,3.4,0,5,1,3,0,1,0,0,1,1,0,not_applicable,2024,11,16,sepsis,7,9,0,6,0,312.0,31.0,0,none,45
6064,district_hospital,O2_0092,rural,104,0,0,0,0,cylinder_portable,0,0,1.6,0,2,7,10,0,0,0,0,0,0,3,concentrator_malfunction,2021,4,11,pneumonia_child,0,11,0,6,0,156.0,22.0,1,grid_unreliable,3
6065,district_hospital,O2_0086,rural,44,0,0,0,0,oxygen_concentrator,1,0,0.9,1,5,4,11,0,1,0,0,0,0,1,no_oxygen_source,2021,6,16,other_hypoxemia,0,16,0,4,4,364.0,83.0,0,solar,6
6066,district_hospital,O2_0079,peri_urban,18,0,0,0,0,cylinder_portable,3,1,3.2,0,3,5,2,0,0,0,0,0,0,8,PSA_plant_breakdown,2023,10,6,neonatal_respiratory,0,6,0,1,0,372.0,118.0,0,none,11
6067,district_hospital,O2_0174,urban,5,0,0,0,0,LOX_bulk_tank,4,2,0.4,0,1,5,13,0,1,0,0,1,1,0,not_applicable,2024,11,11,surgical_anaesthesia,4,7,0,3,0,263.0,51.0,0,grid_reliable,8
6068,district_hospital,O2_0074,peri_urban,89,0,0,0,0,cylinder_portable,0,0,3.6,1,7,7,3,0,1,0,0,0,0,1,demand_surge,2023,9,10,surgical_anaesthesia,0,10,0,5,3,146.0,16.0,0,none,20
6069,district_hospital,O2_0116,rural,77,0,0,0,0,LOX_bulk_tank,0,0,2.1,0,6,1,62,0,0,0,0,1,0,0,not_applicable,2023,11,13,COVID19_severe,7,6,0,1,0,351.0,12.0,1,grid_unreliable,11
6070,district_hospital,O2_0019,peri_urban,18,0,0,0,0,cylinder_portable,0,0,0.9,0,4,3,6,0,0,0,0,0,0,8,no_oxygen_source,2022,6,13,pneumonia_child,0,13,0,6,4,279.0,236.0,0,grid_unreliable,0
6071,district_hospital,O2_0106,peri_urban,98,0,0,0,0,none,1,0,10.0,1,1,5,46,0,1,1,0,0,0,20,cylinder_delivery_delay,2023,6,17,neonatal_respiratory,0,17,0,3,3,194.0,37.0,0,solar,1
6072,district_hospital,O2_0149,peri_urban,100,0,0,0,0,cylinder_piped,0,0,13.1,0,2,3,0,0,1,1,0,1,0,0,not_applicable,2022,7,10,sepsis,4,6,1,5,0,187.0,35.0,1,grid_reliable,26
6073,district_hospital,O2_0045,peri_urban,50,0,0,1,0,cylinder_portable,0,0,7.5,0,3,5,64,0,1,0,0,1,0,0,not_applicable,2021,4,15,COVID19_severe,9,6,0,2,0,249.0,125.0,0,grid_reliable,6
6074,district_hospital,O2_0063,rural,100,0,0,0,0,none,0,0,2.6,0,1,2,7,0,0,0,0,0,0,4,power_outage,2022,7,11,heart_failure,0,11,0,6,0,132.0,44.0,0,grid_unreliable,22
6075,district_hospital,O2_0081,urban,5,0,1,0,0,none,0,0,15.0,0,5,7,1,0,0,0,0,0,0,8,cylinder_delivery_delay,2021,6,7,heart_failure,0,7,0,3,2,210.0,33.0,0,grid_reliable,0
6076,district_hospital,O2_0182,rural,33,0,0,1,0,cylinder_portable,0,0,0.2,0,5,3,3,0,0,0,0,1,0,0,not_applicable,2022,3,15,COPD_exacerbation,3,12,0,5,0,79.0,23.0,0,grid_unreliable,10
6077,district_hospital,O2_0120,urban,32,0,0,0,0,oxygen_concentrator,1,0,0.4,0,5,3,10,0,0,0,0,1,1,0,not_applicable,2022,2,15,COVID19_severe,6,9,0,5,0,262.0,3.0,0,none,3
6078,district_hospital,O2_0116,rural,37,0,0,0,0,cylinder_portable,1,0,9.9,0,7,0,12,0,0,0,0,1,1,0,not_applicable,2022,7,12,pneumonia_child,6,6,0,3,0,334.0,9.0,0,grid_unreliable,24
6079,district_hospital,O2_0014,urban,15,0,0,0,1,LOX_bulk_tank,0,0,8.4,1,2,2,8,0,0,0,0,0,0,21,concentrator_malfunction,2024,10,11,severe_malaria,0,11,0,8,4,300.0,170.0,0,grid_unreliable,10
6080,district_hospital,O2_0049,urban,83,0,0,0,0,cylinder_piped,0,0,2.5,0,3,2,13,0,0,0,0,1,0,0,not_applicable,2022,2,15,pneumonia_adult,3,12,1,4,0,141.0,197.0,0,solar,46
6081,district_hospital,O2_0036,rural,104,0,0,0,0,cylinder_portable,0,0,0.5,0,5,6,6,0,0,0,0,0,0,1,funding_for_refill,2022,6,9,pneumonia_adult,0,9,0,3,2,191.0,3.0,0,grid_unreliable,0
6082,district_hospital,O2_0054,urban,55,0,0,0,0,oxygen_concentrator,2,0,11.4,0,7,5,24,0,0,0,0,1,0,0,not_applicable,2022,7,16,pneumonia_adult,4,12,0,6,0,265.0,7.0,0,grid_unreliable,88
6083,district_hospital,O2_0131,urban,78,0,0,0,1,cylinder_portable,0,0,10.9,1,4,6,0,0,1,0,0,1,1,7,funding_for_refill,2021,8,8,pneumonia_adult,3,5,0,1,0,156.0,1.0,1,grid_unreliable,11
6084,district_hospital,O2_0168,rural,19,0,0,0,0,oxygen_concentrator,2,1,13.6,0,2,3,4,0,1,0,0,0,0,30,empty_cylinders_not_collected,2024,11,11,surgical_anaesthesia,0,11,0,4,1,268.0,82.0,0,none,7
6085,district_hospital,O2_0080,rural,126,0,0,0,0,oxygen_concentrator,0,0,4.2,0,8,5,37,0,1,0,0,0,0,17,cylinder_delivery_delay,2024,11,18,other_hypoxemia,0,18,0,5,6,141.0,89.0,1,grid_unreliable,4
6086,district_hospital,O2_0150,urban,64,0,0,0,0,cylinder_portable,0,0,11.6,0,4,0,18,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,1,16,neonatal_respiratory,0,16,0,9,7,231.0,57.0,1,none,26
6087,district_hospital,O2_0136,peri_urban,80,0,0,0,0,cylinder_portable,0,0,1.5,0,3,0,37,0,0,0,0,1,0,0,not_applicable,2023,8,9,surgical_anaesthesia,3,6,1,1,0,184.0,37.0,0,none,28
6088,district_hospital,O2_0190,peri_urban,29,0,0,0,0,cylinder_portable,0,0,0.5,0,2,2,23,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,11,11,pneumonia_child,0,11,0,7,3,199.0,49.0,1,grid_unreliable,5
6089,district_hospital,O2_0016,peri_urban,36,0,0,0,0,none,0,0,2.9,0,3,2,1,0,0,0,0,0,0,4,concentrator_malfunction,2024,10,13,pneumonia_adult,0,13,0,6,4,175.0,48.0,1,solar,0
6090,district_hospital,O2_0147,rural,51,0,0,1,0,oxygen_concentrator,4,0,16.5,1,2,3,18,0,1,0,0,0,0,4,demand_surge,2024,9,15,surgical_anaesthesia,0,15,0,8,5,184.0,75.0,0,solar,12
6091,district_hospital,O2_0025,peri_urban,43,0,0,0,0,oxygen_concentrator,2,1,1.4,0,5,3,3,0,0,0,0,1,1,0,not_applicable,2022,11,13,pneumonia_child,6,7,0,2,0,240.0,8.0,0,grid_reliable,7
6092,district_hospital,O2_0151,rural,33,0,0,0,0,oxygen_concentrator,2,1,2.8,0,2,4,1,0,0,0,0,1,0,0,not_applicable,2024,1,12,trauma,7,5,0,1,0,104.0,26.0,1,solar,7
6093,district_hospital,O2_0016,peri_urban,63,0,0,0,0,oxygen_concentrator,0,0,24.2,0,4,5,78,0,0,0,0,1,1,0,not_applicable,2023,7,5,pneumonia_adult,2,3,0,2,0,256.0,84.0,0,solar,15
6094,district_hospital,O2_0052,rural,95,0,0,1,0,cylinder_portable,0,0,6.9,0,4,6,8,0,0,0,0,0,0,17,PSA_plant_breakdown,2024,12,12,COPD_exacerbation,0,12,0,6,4,212.0,27.0,0,grid_unreliable,9
6095,district_hospital,O2_0173,rural,58,0,0,0,0,cylinder_piped,0,0,9.1,0,4,4,11,0,1,0,0,0,0,14,funding_for_refill,2023,10,9,neonatal_respiratory,0,9,0,4,3,171.0,12.0,0,grid_reliable,23
6096,district_hospital,O2_0010,urban,21,0,0,0,0,cylinder_portable,0,0,3.6,1,6,5,50,0,0,0,0,1,1,0,not_applicable,2024,9,12,surgical_anaesthesia,4,8,1,2,0,198.0,44.0,0,none,13
6097,district_hospital,O2_0108,rural,12,0,0,0,0,oxygen_concentrator,2,0,5.7,0,3,6,4,0,0,0,0,0,0,1,demand_surge,2021,7,14,trauma,0,14,0,9,5,336.0,2.0,0,generator_only,2
6098,district_hospital,O2_0117,rural,85,0,0,0,0,cylinder_portable,0,0,0.2,0,1,5,46,0,0,0,0,0,0,12,concentrator_malfunction,2023,4,14,asthma_severe,0,14,0,4,5,177.0,125.0,1,grid_reliable,3
6099,district_hospital,O2_0079,urban,118,0,0,0,0,cylinder_portable,0,0,3.1,0,4,5,23,0,1,1,0,0,0,7,power_outage,2022,3,11,trauma,0,11,0,7,1,111.0,17.0,0,none,3
6100,district_hospital,O2_0067,urban,79,0,1,0,0,cylinder_piped,0,0,8.3,1,0,7,19,0,0,0,0,1,1,0,not_applicable,2024,5,24,heart_failure,10,14,0,6,0,152.0,96.0,1,grid_unreliable,20
6101,district_hospital,O2_0137,rural,5,0,0,1,0,cylinder_piped,2,0,8.4,1,4,2,14,0,0,0,0,0,0,2,empty_cylinders_not_collected,2021,12,14,heart_failure,0,14,0,5,5,139.0,71.0,1,grid_unreliable,12
6102,district_hospital,O2_0063,peri_urban,70,0,0,0,0,cylinder_portable,0,0,5.8,0,1,8,72,0,0,0,0,1,1,1,concentrator_malfunction,2021,1,10,pneumonia_adult,5,5,0,2,0,213.0,228.0,1,grid_unreliable,5
6103,district_hospital,O2_0037,rural,56,0,0,0,0,cylinder_portable,0,0,4.0,0,2,3,12,0,0,0,0,1,1,0,not_applicable,2023,10,10,COPD_exacerbation,3,7,0,4,0,130.0,10.0,0,grid_unreliable,24
6104,district_hospital,O2_0142,rural,94,0,0,0,0,cylinder_piped,0,0,1.3,0,3,5,16,0,0,0,0,0,0,16,power_outage,2024,8,11,neonatal_respiratory,0,11,0,3,5,161.0,78.0,1,none,45
6105,district_hospital,O2_0115,peri_urban,98,0,0,0,0,LOX_bulk_tank,1,0,6.3,0,5,3,1,0,0,0,0,1,1,0,not_applicable,2023,6,13,pneumonia_child,7,6,1,4,0,123.0,39.0,0,grid_unreliable,33
6106,district_hospital,O2_0138,rural,112,0,0,0,0,cylinder_portable,0,0,1.3,0,4,2,7,0,1,0,0,1,1,0,not_applicable,2024,5,10,severe_malaria,3,7,0,2,0,297.0,19.0,0,grid_unreliable,39
6107,district_hospital,O2_0133,rural,121,0,0,0,0,cylinder_portable,0,0,6.5,0,3,6,34,0,1,0,0,1,0,0,not_applicable,2024,12,14,heart_failure,7,7,1,3,0,287.0,5.0,0,grid_unreliable,10
6108,district_hospital,O2_0056,rural,44,0,0,0,0,oxygen_concentrator,2,0,6.4,0,2,0,53,0,0,0,0,1,1,3,cylinder_delivery_delay,2021,12,11,neonatal_respiratory,2,9,0,3,0,262.0,63.0,0,solar,19
6109,district_hospital,O2_0050,urban,5,0,0,0,0,cylinder_portable,0,0,1.1,0,2,4,3,0,1,1,1,0,0,3,cylinder_delivery_delay,2021,4,11,surgical_anaesthesia,0,11,0,6,5,184.0,6.0,0,grid_unreliable,0
6110,district_hospital,O2_0101,rural,43,0,0,0,0,oxygen_concentrator,1,0,22.5,0,4,3,21,0,0,0,0,0,0,30,power_outage,2024,9,12,other_hypoxemia,0,12,0,4,3,216.0,13.0,0,grid_unreliable,27
6111,district_hospital,O2_0088,peri_urban,59,0,0,0,0,oxygen_concentrator,1,0,0.6,1,1,6,4,0,0,0,0,1,0,0,not_applicable,2022,4,18,surgical_anaesthesia,8,10,0,5,0,200.0,38.0,1,generator_only,8
6112,district_hospital,O2_0059,peri_urban,60,0,0,0,0,oxygen_concentrator,0,0,2.0,0,2,3,96,0,0,0,0,1,1,0,not_applicable,2022,11,6,pneumonia_child,3,3,0,2,0,65.0,8.0,0,grid_unreliable,7
6113,district_hospital,O2_0026,urban,29,0,0,1,0,PSA_plant_onsite,0,0,6.9,0,4,5,19,0,0,0,0,0,0,1,funding_for_refill,2024,10,19,neonatal_respiratory,0,19,0,8,7,173.0,38.0,1,none,3
6114,district_hospital,O2_0081,rural,84,0,0,0,0,cylinder_portable,0,0,6.4,0,4,2,19,0,1,1,1,0,0,11,concentrator_malfunction,2022,1,10,trauma,0,10,0,5,5,209.0,12.0,0,none,17
6115,district_hospital,O2_0159,peri_urban,55,0,0,0,0,cylinder_portable,0,0,4.4,1,0,5,0,0,0,0,0,1,0,0,not_applicable,2023,6,5,pneumonia_child,2,3,0,1,0,163.0,60.0,1,grid_unreliable,5
6116,district_hospital,O2_0085,peri_urban,62,0,0,0,0,cylinder_portable,0,0,4.7,0,4,6,0,0,0,0,0,1,1,0,not_applicable,2021,3,10,COVID19_severe,0,10,0,4,0,208.0,47.0,0,grid_unreliable,8
6117,district_hospital,O2_0006,urban,86,0,0,0,1,oxygen_concentrator,4,2,1.2,1,3,2,15,0,0,0,0,0,0,4,supplier_stockout,2024,9,12,neonatal_respiratory,0,12,0,7,3,94.0,4.0,0,generator_only,7
6118,district_hospital,O2_0177,urban,148,0,0,0,0,cylinder_piped,0,0,3.1,0,4,3,5,0,0,0,0,1,0,0,not_applicable,2024,8,14,sepsis,6,8,1,5,0,216.0,17.0,1,none,6
6119,district_hospital,O2_0043,peri_urban,12,0,0,0,0,cylinder_piped,0,0,5.6,0,4,5,2,0,0,0,0,0,0,20,no_oxygen_source,2021,1,9,sepsis,0,9,0,7,3,183.0,195.0,1,grid_unreliable,10
6120,district_hospital,O2_0119,rural,71,0,0,1,0,cylinder_portable,0,0,1.7,0,1,6,44,0,1,0,0,1,1,0,not_applicable,2023,10,20,pneumonia_child,8,12,0,5,0,221.0,185.0,1,none,8
6121,district_hospital,O2_0175,rural,84,0,0,0,0,oxygen_concentrator,1,0,2.6,0,4,10,15,0,1,0,0,0,0,3,PSA_plant_breakdown,2021,7,14,neonatal_respiratory,0,14,0,8,8,190.0,38.0,1,grid_reliable,8
6122,district_hospital,O2_0191,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.1,1,4,2,44,0,0,0,0,0,0,8,PSA_plant_breakdown,2023,12,20,pneumonia_adult,0,20,0,10,5,315.0,12.0,1,grid_unreliable,28
6123,district_hospital,O2_0036,peri_urban,48,0,0,0,0,oxygen_concentrator,5,1,4.6,0,2,2,4,0,0,0,0,1,1,0,not_applicable,2022,7,18,COPD_exacerbation,8,10,1,3,0,165.0,67.0,0,generator_only,3
6124,district_hospital,O2_0069,urban,115,0,0,0,0,oxygen_concentrator,5,3,4.3,0,1,4,3,0,1,0,0,1,1,0,not_applicable,2024,12,10,sepsis,4,6,0,0,0,56.0,0.0,1,none,29
6125,district_hospital,O2_0091,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,0.4,0,3,4,0,0,1,0,0,0,0,8,power_outage,2021,1,10,trauma,0,10,0,4,1,305.0,26.0,1,solar,0
6126,district_hospital,O2_0016,rural,26,0,0,0,0,cylinder_portable,0,0,10.9,0,1,5,21,0,0,0,0,0,0,1,concentrator_malfunction,2024,4,14,surgical_anaesthesia,0,14,0,6,1,191.0,50.0,1,solar,7
6127,district_hospital,O2_0032,rural,5,0,0,0,0,oxygen_concentrator,2,0,6.3,0,3,4,22,0,0,0,0,0,0,16,cylinder_delivery_delay,2023,5,15,trauma,0,15,0,6,6,159.0,2.0,0,grid_reliable,10
6128,district_hospital,O2_0175,peri_urban,23,0,0,0,0,oxygen_concentrator,2,1,8.0,0,4,4,109,0,1,1,0,1,1,0,not_applicable,2024,9,11,COVID19_severe,3,8,0,1,0,180.0,43.0,0,none,9
6129,district_hospital,O2_0076,peri_urban,13,0,0,0,0,oxygen_concentrator,1,0,1.4,0,1,1,4,0,0,0,0,1,1,0,not_applicable,2023,3,13,pneumonia_child,6,7,1,2,0,278.0,9.0,1,grid_unreliable,24
6130,district_hospital,O2_0192,rural,44,0,0,0,0,oxygen_concentrator,3,2,0.8,0,3,1,2,0,0,0,0,0,0,2,empty_cylinders_not_collected,2024,12,11,sepsis,0,11,0,4,2,260.0,73.0,1,generator_only,23
6131,district_hospital,O2_0159,peri_urban,63,0,0,0,0,cylinder_portable,4,3,9.7,0,8,5,34,0,1,0,0,0,0,11,supplier_stockout,2023,2,7,pneumonia_child,0,7,0,0,0,116.0,55.0,1,solar,2
6132,district_hospital,O2_0078,peri_urban,61,0,0,0,0,cylinder_piped,3,1,4.1,0,3,5,1,0,0,0,0,0,0,1,concentrator_malfunction,2021,12,16,pneumonia_adult,0,16,0,4,2,242.0,83.0,1,solar,7
6133,district_hospital,O2_0101,rural,128,0,0,0,0,cylinder_portable,0,0,5.2,0,1,2,12,0,1,0,0,0,0,15,funding_for_refill,2021,4,10,neonatal_respiratory,0,10,0,6,2,0.0,2.0,1,grid_reliable,4
6134,district_hospital,O2_0018,rural,5,0,0,0,0,oxygen_concentrator,2,0,3.0,0,6,5,18,0,0,0,0,0,0,4,empty_cylinders_not_collected,2023,11,9,neonatal_respiratory,0,9,0,3,0,238.0,23.0,0,grid_unreliable,7
6135,district_hospital,O2_0102,rural,77,0,0,0,0,oxygen_concentrator,0,0,7.8,0,5,6,42,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,4,13,neonatal_respiratory,0,13,0,10,1,217.0,3.0,1,grid_unreliable,23
6136,district_hospital,O2_0198,peri_urban,151,0,0,0,0,oxygen_concentrator,4,0,5.5,0,3,3,12,0,0,0,0,1,0,0,not_applicable,2022,3,9,neonatal_respiratory,6,3,0,0,0,316.0,62.0,0,generator_only,4
6137,district_hospital,O2_0034,peri_urban,90,0,0,0,0,oxygen_concentrator,2,0,12.2,0,4,4,17,0,0,0,0,0,0,1,funding_for_refill,2022,6,9,severe_malaria,0,9,0,4,1,87.0,2.0,1,none,31
6138,district_hospital,O2_0063,urban,112,0,1,0,0,oxygen_concentrator,1,0,18.3,0,5,6,17,0,1,0,0,0,0,3,no_oxygen_source,2024,12,11,heart_failure,0,11,0,6,3,126.0,35.0,1,grid_unreliable,1
6139,district_hospital,O2_0147,urban,82,0,0,0,0,none,0,0,4.8,0,3,8,4,0,0,0,0,0,0,3,empty_cylinders_not_collected,2024,8,13,surgical_anaesthesia,0,13,0,6,6,217.0,177.0,0,none,15
6140,district_hospital,O2_0177,rural,31,0,0,0,0,none,0,0,3.7,0,5,2,2,0,0,0,0,1,1,1,cylinder_delivery_delay,2021,8,13,COPD_exacerbation,6,7,1,4,0,185.0,57.0,1,solar,16
6141,district_hospital,O2_0185,rural,57,0,0,0,0,cylinder_piped,1,0,3.2,0,2,4,33,0,0,0,0,1,1,0,not_applicable,2021,1,12,COVID19_severe,5,7,0,3,0,183.0,33.0,1,none,21
6142,district_hospital,O2_0180,rural,113,0,0,0,0,cylinder_portable,0,0,7.9,0,2,5,38,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,4,13,neonatal_respiratory,0,13,0,5,6,328.0,45.0,1,generator_only,11
6143,district_hospital,O2_0007,rural,29,0,0,0,0,oxygen_concentrator,1,0,17.9,0,4,3,60,0,1,1,0,0,0,12,PSA_plant_breakdown,2021,11,17,heart_failure,0,17,0,9,2,329.0,4.0,0,grid_unreliable,4
6144,district_hospital,O2_0049,urban,63,0,0,0,0,cylinder_piped,0,0,16.6,0,3,3,20,0,1,0,0,0,0,12,demand_surge,2024,12,12,surgical_anaesthesia,0,12,0,4,5,101.0,57.0,0,solar,11
6145,district_hospital,O2_0039,urban,77,0,0,0,0,cylinder_portable,0,0,5.5,0,1,5,1,0,0,0,0,1,1,0,not_applicable,2022,4,16,severe_malaria,7,9,1,3,0,395.0,3.0,0,solar,4
6146,district_hospital,O2_0029,peri_urban,130,0,0,0,0,oxygen_concentrator,1,0,7.3,0,0,3,3,0,1,0,0,0,0,30,concentrator_malfunction,2021,4,18,severe_malaria,0,18,0,9,4,148.0,76.0,0,grid_unreliable,21
6147,district_hospital,O2_0086,urban,84,0,0,0,0,oxygen_concentrator,1,0,0.4,0,6,6,3,0,0,0,0,0,0,19,concentrator_malfunction,2022,10,18,pneumonia_child,0,18,0,7,10,248.0,64.0,0,generator_only,5
6148,district_hospital,O2_0156,rural,35,0,0,0,0,oxygen_concentrator,1,0,11.4,0,5,5,9,0,0,0,0,1,1,7,regulator_valve_failure,2024,6,12,heart_failure,4,8,1,4,0,209.0,16.0,0,grid_reliable,11
6149,district_hospital,O2_0075,peri_urban,74,0,0,0,0,oxygen_concentrator,2,1,1.0,0,3,8,20,0,0,0,0,1,1,0,not_applicable,2023,2,12,pneumonia_adult,4,8,0,4,0,172.0,4.0,0,grid_reliable,12
6150,district_hospital,O2_0187,rural,65,0,0,0,0,cylinder_piped,0,0,1.9,0,3,3,2,0,0,0,0,0,0,3,concentrator_malfunction,2024,1,11,other_hypoxemia,0,11,0,2,4,97.0,47.0,0,none,23
6151,district_hospital,O2_0096,rural,89,0,0,0,0,oxygen_concentrator,2,0,7.5,0,3,0,6,0,0,0,0,0,0,19,concentrator_malfunction,2021,2,13,surgical_anaesthesia,0,13,0,8,3,245.0,5.0,0,grid_unreliable,10
6152,district_hospital,O2_0174,rural,143,0,0,0,0,cylinder_portable,0,0,3.8,0,3,4,41,0,0,0,0,1,1,0,not_applicable,2024,2,13,asthma_severe,9,4,0,3,0,125.0,66.0,0,none,5
6153,district_hospital,O2_0076,rural,5,0,0,0,0,oxygen_concentrator,4,0,1.6,1,3,2,46,0,0,0,0,0,0,6,demand_surge,2022,12,18,surgical_anaesthesia,0,18,0,9,9,288.0,1.0,1,grid_unreliable,9
6154,district_hospital,O2_0035,rural,11,0,0,0,0,none,0,0,1.6,0,0,5,17,0,1,0,0,0,0,2,demand_surge,2022,8,13,heart_failure,0,13,0,5,3,215.0,25.0,1,solar,14
6155,district_hospital,O2_0067,peri_urban,41,0,0,0,0,oxygen_concentrator,3,2,6.9,1,4,4,20,0,0,0,0,0,0,1,regulator_valve_failure,2024,11,11,pneumonia_adult,0,11,0,2,1,160.0,48.0,1,none,16
6156,district_hospital,O2_0157,rural,149,0,0,0,0,oxygen_concentrator,2,1,11.2,0,1,2,33,0,0,0,0,0,0,8,demand_surge,2021,5,11,pneumonia_adult,0,11,0,7,1,261.0,106.0,0,grid_unreliable,1
6157,district_hospital,O2_0157,rural,71,0,0,0,0,cylinder_portable,0,0,1.6,0,3,3,1,0,0,0,0,0,0,10,empty_cylinders_not_collected,2024,10,13,surgical_anaesthesia,0,13,0,6,2,223.0,79.0,0,grid_unreliable,20
6158,district_hospital,O2_0118,rural,41,0,0,0,0,cylinder_portable,0,0,2.1,0,3,5,3,0,0,0,0,1,1,0,not_applicable,2023,2,19,pneumonia_child,10,9,0,5,0,219.0,7.0,1,grid_unreliable,4
6159,district_hospital,O2_0147,urban,65,0,0,0,0,cylinder_portable,0,0,16.6,0,2,5,11,0,0,0,0,0,0,1,no_oxygen_source,2024,3,14,surgical_anaesthesia,0,14,0,6,7,342.0,33.0,0,grid_unreliable,16
6160,district_hospital,O2_0188,rural,20,0,0,0,0,oxygen_concentrator,0,0,11.4,1,1,1,32,0,1,0,0,0,0,12,concentrator_malfunction,2021,9,24,sepsis,0,24,0,9,4,99.0,21.0,0,none,24
6161,district_hospital,O2_0177,peri_urban,61,0,0,0,0,cylinder_portable,0,0,4.7,1,5,1,1,0,0,0,0,0,0,5,no_oxygen_source,2023,6,11,asthma_severe,0,11,0,4,5,203.0,38.0,0,solar,30
6162,district_hospital,O2_0191,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,5.9,1,3,4,15,0,0,0,0,1,1,0,not_applicable,2021,5,12,neonatal_respiratory,4,8,0,5,0,131.0,46.0,0,solar,15
6163,district_hospital,O2_0107,urban,26,0,0,0,0,cylinder_portable,0,0,1.6,0,2,8,11,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,7,10,other_hypoxemia,0,10,0,6,2,390.0,36.0,0,grid_unreliable,1
6164,district_hospital,O2_0015,rural,22,0,0,0,0,oxygen_concentrator,4,1,31.3,0,2,2,55,0,1,0,0,1,1,0,not_applicable,2024,6,9,neonatal_respiratory,3,6,0,2,0,315.0,81.0,1,grid_unreliable,45
6165,district_hospital,O2_0092,peri_urban,87,0,0,0,0,oxygen_concentrator,1,0,2.9,0,4,7,14,0,0,0,0,0,0,7,cylinder_delivery_delay,2023,5,10,pneumonia_adult,0,10,0,3,5,158.0,43.0,1,none,4
6166,district_hospital,O2_0079,rural,60,0,0,1,0,cylinder_portable,0,0,4.6,0,8,7,13,0,0,0,0,1,1,0,not_applicable,2022,1,13,pneumonia_child,5,8,1,5,0,200.0,13.0,0,grid_unreliable,10
6167,district_hospital,O2_0010,peri_urban,80,0,0,0,0,oxygen_concentrator,3,1,6.4,1,2,5,22,0,0,0,0,1,0,1,demand_surge,2021,7,15,COPD_exacerbation,2,13,0,8,0,284.0,23.0,1,grid_unreliable,29
6168,district_hospital,O2_0113,urban,15,0,0,0,0,oxygen_concentrator,2,1,3.6,1,1,6,86,0,1,0,0,1,1,0,not_applicable,2024,7,12,COPD_exacerbation,7,5,0,1,0,233.0,27.0,0,grid_unreliable,39
6169,district_hospital,O2_0118,rural,63,0,0,0,0,cylinder_portable,0,0,0.6,0,2,5,0,0,0,0,0,1,1,0,not_applicable,2022,5,15,neonatal_respiratory,6,9,0,6,0,233.0,127.0,0,grid_unreliable,15
6170,district_hospital,O2_0100,peri_urban,5,0,0,0,0,cylinder_piped,0,0,5.3,0,3,4,34,0,1,1,1,0,0,7,demand_surge,2022,2,14,neonatal_respiratory,0,14,0,6,2,367.0,3.0,0,none,2
6171,district_hospital,O2_0120,urban,63,0,0,0,0,cylinder_portable,2,1,1.2,0,4,5,26,0,0,0,0,0,0,17,power_outage,2023,1,16,heart_failure,0,16,0,8,2,215.0,126.0,1,solar,2
6172,district_hospital,O2_0118,peri_urban,129,0,0,0,0,cylinder_piped,0,0,2.0,0,5,6,11,0,1,1,1,0,0,5,power_outage,2024,6,17,trauma,0,17,0,9,7,171.0,39.0,0,grid_unreliable,38
6173,district_hospital,O2_0102,urban,106,0,0,0,0,oxygen_concentrator,3,1,1.5,0,2,5,72,0,0,0,0,1,1,10,supplier_stockout,2022,12,7,COVID19_severe,3,4,0,1,0,257.0,90.0,0,generator_only,13
6174,district_hospital,O2_0082,urban,90,0,0,0,0,cylinder_portable,0,0,1.2,0,3,4,4,0,1,0,0,0,0,7,power_outage,2022,11,18,pneumonia_child,0,18,0,9,6,293.0,49.0,0,grid_unreliable,2
6175,district_hospital,O2_0095,urban,120,0,0,0,0,oxygen_concentrator,3,1,4.5,0,3,6,10,0,1,0,0,0,0,8,piping_system_leak,2023,6,11,sepsis,0,11,0,6,4,227.0,9.0,0,none,23
6176,district_hospital,O2_0104,urban,58,0,0,0,0,oxygen_concentrator,0,0,0.2,0,2,7,64,0,1,0,0,1,1,5,funding_for_refill,2024,1,13,surgical_anaesthesia,4,9,1,6,0,67.0,13.0,0,none,21
6177,district_hospital,O2_0117,rural,29,0,0,0,0,cylinder_portable,2,1,12.4,0,5,1,10,0,1,0,0,0,0,11,cylinder_delivery_delay,2021,9,15,severe_malaria,0,15,0,6,1,144.0,45.0,0,solar,1
6178,district_hospital,O2_0063,rural,89,0,0,0,0,oxygen_concentrator,3,0,0.4,0,1,2,6,0,0,0,0,0,0,15,supplier_stockout,2023,5,11,COPD_exacerbation,0,11,0,5,1,222.0,20.0,0,grid_unreliable,8
6179,district_hospital,O2_0193,peri_urban,63,0,0,0,1,oxygen_concentrator,0,0,1.8,1,1,8,53,0,0,0,0,1,0,5,power_outage,2023,1,9,neonatal_respiratory,3,6,0,2,0,232.0,6.0,0,none,2
6180,district_hospital,O2_0044,peri_urban,49,0,0,1,0,cylinder_portable,0,0,0.2,0,2,3,4,0,1,0,0,1,1,0,not_applicable,2023,2,16,trauma,7,9,0,5,0,265.0,112.0,1,generator_only,12
6181,district_hospital,O2_0022,peri_urban,108,0,0,0,0,cylinder_portable,0,0,2.6,0,2,3,2,0,0,0,0,1,1,2,power_outage,2022,12,16,COPD_exacerbation,10,6,0,3,0,285.0,12.0,0,generator_only,11
6182,district_hospital,O2_0119,rural,127,0,0,0,0,LOX_bulk_tank,2,1,1.6,0,3,6,59,0,0,0,0,0,0,8,cylinder_delivery_delay,2024,3,11,surgical_anaesthesia,0,11,0,6,3,219.0,5.0,0,grid_reliable,4
6183,district_hospital,O2_0165,peri_urban,53,0,0,0,0,cylinder_portable,0,0,2.0,0,4,7,15,0,1,1,1,1,1,3,concentrator_malfunction,2022,12,16,pneumonia_adult,5,11,0,4,0,149.0,103.0,1,grid_reliable,12
6184,district_hospital,O2_0059,peri_urban,51,0,1,0,0,oxygen_concentrator,2,1,4.0,0,7,5,6,0,0,0,0,0,0,30,supplier_stockout,2024,1,15,COVID19_severe,0,15,0,6,7,291.0,9.0,1,none,29
6185,district_hospital,O2_0175,urban,5,0,0,0,0,cylinder_portable,0,0,10.3,0,4,5,18,0,0,0,0,1,1,0,not_applicable,2023,12,12,other_hypoxemia,7,5,0,2,0,80.0,47.0,0,generator_only,21
6186,district_hospital,O2_0072,peri_urban,86,0,0,0,0,oxygen_concentrator,1,0,2.4,1,2,4,9,0,0,0,0,1,0,0,not_applicable,2022,2,13,COPD_exacerbation,5,8,1,3,0,231.0,55.0,1,grid_unreliable,92
6187,district_hospital,O2_0191,rural,86,0,0,0,0,cylinder_piped,0,0,5.4,0,4,5,20,0,0,0,0,0,0,6,power_outage,2023,10,10,COPD_exacerbation,0,10,0,6,0,148.0,61.0,1,grid_unreliable,3
6188,district_hospital,O2_0042,rural,134,1,0,0,1,cylinder_portable,5,2,12.9,1,4,6,37,0,0,0,0,1,0,0,not_applicable,2022,7,8,COVID19_severe,1,7,0,1,0,167.0,63.0,0,solar,3
6189,district_hospital,O2_0185,peri_urban,42,0,0,0,0,oxygen_concentrator,5,3,9.3,0,3,4,29,0,0,0,0,1,0,0,not_applicable,2024,10,8,sepsis,1,7,0,1,0,253.0,33.0,0,none,0
6190,district_hospital,O2_0187,urban,26,0,0,0,0,cylinder_portable,2,0,3.5,0,4,4,3,0,0,0,0,0,0,9,concentrator_malfunction,2023,7,16,neonatal_respiratory,0,16,0,11,7,299.0,51.0,0,grid_reliable,7
6191,district_hospital,O2_0128,peri_urban,36,0,0,0,0,cylinder_piped,0,0,0.9,0,0,4,7,0,0,0,0,0,0,2,concentrator_malfunction,2024,10,21,pneumonia_adult,0,21,0,10,2,248.0,61.0,1,none,10
6192,district_hospital,O2_0131,rural,56,0,0,0,0,cylinder_portable,0,0,5.7,1,2,1,5,0,0,0,0,1,1,0,not_applicable,2023,8,19,other_hypoxemia,12,7,0,3,0,186.0,29.0,0,grid_unreliable,4
6193,district_hospital,O2_0187,urban,59,0,0,0,0,LOX_bulk_tank,0,0,7.6,0,2,4,8,0,1,0,0,1,1,0,not_applicable,2022,12,15,severe_malaria,6,9,0,6,0,153.0,30.0,1,grid_reliable,7
6194,district_hospital,O2_0018,rural,67,0,0,0,0,oxygen_concentrator,2,1,6.9,0,2,5,9,0,0,0,0,1,1,0,not_applicable,2023,1,15,COPD_exacerbation,7,8,1,4,0,177.0,20.0,0,grid_unreliable,8
6195,district_hospital,O2_0195,peri_urban,5,0,0,0,0,cylinder_portable,1,0,1.7,0,2,3,5,0,0,0,0,1,1,0,not_applicable,2023,10,9,COVID19_severe,4,5,0,2,0,202.0,47.0,0,grid_unreliable,5
6196,district_hospital,O2_0190,rural,68,0,0,0,0,cylinder_piped,0,0,0.2,0,3,2,27,0,0,0,0,1,0,1,power_outage,2022,3,15,pneumonia_adult,2,13,0,5,0,75.0,75.0,1,grid_reliable,0
6197,district_hospital,O2_0097,peri_urban,12,0,0,0,0,none,0,0,3.0,0,2,3,33,0,0,0,0,1,0,0,not_applicable,2024,11,17,COPD_exacerbation,4,13,0,4,0,334.0,27.0,1,none,19
6198,district_hospital,O2_0156,peri_urban,31,0,0,1,0,oxygen_concentrator,1,0,0.5,0,2,3,31,0,1,0,0,0,0,5,cylinder_delivery_delay,2023,10,11,neonatal_respiratory,0,11,0,3,1,278.0,15.0,0,none,5
6199,district_hospital,O2_0040,peri_urban,100,0,0,0,0,cylinder_portable,0,0,1.2,0,4,3,5,0,0,0,0,1,1,0,not_applicable,2024,7,9,trauma,4,5,1,4,0,175.0,35.0,0,grid_unreliable,1
6200,district_hospital,O2_0039,rural,5,0,0,0,0,oxygen_concentrator,0,0,4.6,0,3,3,42,0,0,0,0,1,1,0,not_applicable,2022,3,8,neonatal_respiratory,4,4,0,1,0,114.0,174.0,0,solar,5
6201,district_hospital,O2_0058,peri_urban,31,0,0,0,0,cylinder_portable,0,0,1.1,0,3,6,39,0,0,0,0,0,0,16,cylinder_delivery_delay,2024,10,14,other_hypoxemia,0,14,0,4,4,379.0,13.0,0,grid_unreliable,7
6202,district_hospital,O2_0037,peri_urban,46,0,0,0,0,LOX_bulk_tank,0,0,6.9,0,5,2,10,0,0,0,0,0,0,4,concentrator_malfunction,2024,7,6,COVID19_severe,0,6,0,1,3,173.0,76.0,0,generator_only,13
6203,district_hospital,O2_0154,urban,76,0,0,0,0,oxygen_concentrator,2,1,7.7,1,5,3,75,0,0,0,0,1,1,0,not_applicable,2023,3,8,COVID19_severe,2,6,0,3,0,252.0,60.0,0,solar,47
6204,district_hospital,O2_0111,rural,30,0,0,0,0,none,0,0,2.6,0,4,7,4,0,0,0,0,1,1,0,not_applicable,2024,2,12,COPD_exacerbation,6,6,0,2,0,251.0,193.0,0,solar,7
6205,district_hospital,O2_0065,peri_urban,60,0,0,1,0,none,0,0,1.5,0,2,2,18,0,0,0,0,0,0,24,concentrator_malfunction,2023,6,14,sepsis,0,14,0,4,3,171.0,84.0,1,grid_unreliable,26
6206,district_hospital,O2_0069,rural,73,0,0,0,0,cylinder_portable,0,0,4.7,0,5,2,4,0,0,0,0,1,1,0,not_applicable,2023,6,13,sepsis,5,8,0,4,0,156.0,0.0,1,grid_unreliable,15
6207,district_hospital,O2_0054,rural,71,0,0,0,0,cylinder_portable,1,0,12.2,0,4,5,25,0,0,0,0,1,1,0,not_applicable,2022,4,12,trauma,5,7,0,2,0,184.0,73.0,0,solar,8
6208,district_hospital,O2_0120,peri_urban,94,0,0,0,0,oxygen_concentrator,1,0,22.4,0,2,4,9,0,1,0,0,1,1,0,not_applicable,2021,11,9,neonatal_respiratory,5,4,1,3,0,254.0,50.0,1,grid_unreliable,3
6209,district_hospital,O2_0081,rural,92,0,0,0,0,cylinder_portable,0,0,0.5,0,2,2,30,0,0,0,0,0,0,2,demand_surge,2024,11,10,pneumonia_adult,0,10,0,5,2,132.0,76.0,0,grid_unreliable,38
6210,district_hospital,O2_0050,rural,99,0,0,0,0,cylinder_piped,2,0,6.8,0,4,4,54,0,0,0,0,1,0,0,not_applicable,2022,12,10,sepsis,4,6,0,3,0,174.0,252.0,0,grid_unreliable,19
6211,district_hospital,O2_0008,rural,97,0,0,0,0,oxygen_concentrator,1,0,0.7,0,3,3,2,0,1,1,0,0,0,30,PSA_plant_breakdown,2024,5,12,pneumonia_child,0,12,0,6,1,143.0,85.0,1,none,21
6212,district_hospital,O2_0003,rural,71,0,0,0,0,LOX_bulk_tank,0,0,0.6,0,1,4,10,0,0,0,0,1,1,7,piping_system_leak,2022,3,7,trauma,3,4,1,1,0,250.0,55.0,1,solar,8
6213,district_hospital,O2_0038,peri_urban,13,0,0,0,0,cylinder_portable,0,0,5.6,0,4,7,8,0,1,0,0,0,0,5,cylinder_delivery_delay,2024,12,16,pneumonia_child,0,16,0,5,3,209.0,9.0,0,grid_reliable,1
6214,district_hospital,O2_0064,rural,88,0,0,0,0,oxygen_concentrator,4,0,0.8,0,7,3,17,0,1,0,0,0,0,1,concentrator_malfunction,2022,8,19,COVID19_severe,0,19,0,7,7,232.0,26.0,1,grid_unreliable,34
6215,district_hospital,O2_0067,peri_urban,44,0,0,0,0,cylinder_piped,1,0,1.4,0,1,3,5,0,1,0,0,0,0,21,concentrator_malfunction,2022,5,11,surgical_anaesthesia,0,11,0,7,4,253.0,48.0,0,generator_only,4
6216,district_hospital,O2_0097,rural,85,0,0,0,1,none,0,0,0.2,1,5,3,39,0,1,0,0,1,1,1,demand_surge,2021,7,10,pneumonia_adult,3,7,0,1,0,47.0,10.0,0,generator_only,38
6217,district_hospital,O2_0055,rural,99,0,0,0,0,cylinder_piped,0,0,0.2,0,3,5,44,0,0,0,0,0,0,30,funding_for_refill,2021,5,15,other_hypoxemia,0,15,0,8,4,232.0,1.0,0,none,2
6218,district_hospital,O2_0034,rural,66,0,0,0,0,oxygen_concentrator,3,1,3.1,0,3,3,29,0,0,0,0,1,0,0,not_applicable,2024,11,17,surgical_anaesthesia,7,10,1,3,0,316.0,18.0,0,grid_unreliable,3
6219,district_hospital,O2_0129,rural,91,0,0,0,0,oxygen_concentrator,0,0,2.6,0,4,3,17,0,0,0,0,0,0,8,PSA_plant_breakdown,2021,12,11,surgical_anaesthesia,0,11,0,4,0,65.0,28.0,0,none,38
6220,district_hospital,O2_0124,urban,31,0,0,0,0,oxygen_concentrator,1,0,14.7,0,4,7,14,0,1,0,0,0,0,10,cylinder_delivery_delay,2022,2,5,pneumonia_adult,0,5,0,3,2,261.0,63.0,1,none,27
6221,district_hospital,O2_0024,peri_urban,86,0,0,0,0,cylinder_piped,0,0,15.7,0,5,5,85,0,0,0,0,0,0,26,supplier_stockout,2022,1,9,neonatal_respiratory,0,9,0,4,1,284.0,25.0,0,none,34
6222,district_hospital,O2_0047,peri_urban,113,0,0,0,0,oxygen_concentrator,4,1,5.0,0,4,2,62,0,0,0,0,1,1,0,not_applicable,2023,2,13,trauma,3,10,1,5,0,308.0,92.0,1,none,0
6223,district_hospital,O2_0056,urban,5,0,0,0,0,none,0,0,2.1,0,5,4,51,0,0,0,0,0,0,18,concentrator_malfunction,2022,3,16,pneumonia_child,0,16,0,5,3,163.0,16.0,1,grid_unreliable,11
6224,district_hospital,O2_0015,urban,128,0,0,0,0,none,0,0,4.5,0,1,3,1,0,1,0,0,1,1,4,power_outage,2022,9,13,pneumonia_child,5,8,1,5,0,182.0,15.0,1,none,5
6225,district_hospital,O2_0081,rural,152,0,0,0,0,cylinder_piped,0,0,0.3,0,1,2,48,0,1,0,0,1,1,0,not_applicable,2022,6,13,sepsis,5,8,1,5,0,148.0,15.0,0,generator_only,31
6226,district_hospital,O2_0144,peri_urban,119,0,0,0,0,LOX_bulk_tank,0,0,2.3,0,4,3,25,0,0,0,0,1,1,7,funding_for_refill,2024,6,11,heart_failure,4,7,0,0,0,315.0,100.0,0,none,50
6227,district_hospital,O2_0111,rural,61,0,1,0,0,cylinder_portable,0,0,1.1,0,1,2,0,0,0,0,0,0,0,16,empty_cylinders_not_collected,2022,8,16,COVID19_severe,0,16,0,5,7,214.0,28.0,0,generator_only,5
6228,district_hospital,O2_0098,rural,100,0,0,0,0,cylinder_portable,0,0,5.6,0,5,4,54,0,0,0,0,0,0,25,cylinder_delivery_delay,2022,1,9,pneumonia_adult,0,9,0,3,0,169.0,7.0,1,none,0
6229,district_hospital,O2_0129,peri_urban,49,0,0,0,0,oxygen_concentrator,2,0,3.7,0,2,1,83,0,0,0,0,1,1,0,not_applicable,2024,5,13,surgical_anaesthesia,5,8,0,3,0,93.0,87.0,0,none,15
6230,district_hospital,O2_0186,rural,66,0,1,0,0,oxygen_concentrator,1,0,0.3,0,4,2,4,0,1,0,0,0,0,5,cylinder_delivery_delay,2023,7,11,heart_failure,0,11,0,3,3,191.0,38.0,1,grid_unreliable,0
6231,district_hospital,O2_0100,rural,83,0,0,0,0,oxygen_concentrator,4,0,4.2,0,4,2,14,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,6,14,pneumonia_adult,0,14,0,7,5,301.0,18.0,1,generator_only,5
6232,district_hospital,O2_0186,rural,84,0,0,0,0,cylinder_portable,0,0,4.8,0,2,4,73,0,0,0,0,0,0,28,concentrator_malfunction,2023,11,22,surgical_anaesthesia,0,22,0,12,0,229.0,19.0,1,grid_unreliable,0
6233,district_hospital,O2_0079,rural,74,0,0,0,0,oxygen_concentrator,2,0,0.3,0,3,4,12,0,0,0,0,0,0,5,empty_cylinders_not_collected,2021,12,13,sepsis,0,13,0,6,4,75.0,31.0,0,none,8
6234,district_hospital,O2_0007,rural,14,0,1,1,0,oxygen_concentrator,0,0,3.9,0,4,4,2,0,0,0,0,1,1,0,not_applicable,2024,7,14,neonatal_respiratory,7,7,0,1,0,293.0,61.0,1,solar,2
6235,district_hospital,O2_0037,rural,106,0,0,0,0,cylinder_portable,0,0,9.7,0,4,3,0,0,0,0,0,0,0,26,cylinder_delivery_delay,2024,4,10,other_hypoxemia,0,10,0,3,1,37.0,28.0,0,grid_unreliable,4
6236,district_hospital,O2_0005,urban,76,0,0,0,0,cylinder_piped,0,0,8.9,0,6,3,68,0,0,0,0,0,0,18,cylinder_delivery_delay,2024,6,12,severe_malaria,0,12,0,3,3,178.0,44.0,1,solar,5
6237,district_hospital,O2_0011,rural,66,0,0,0,0,oxygen_concentrator,5,1,13.2,0,8,7,21,0,1,0,0,0,0,25,concentrator_malfunction,2021,2,10,pneumonia_adult,0,10,0,4,5,164.0,107.0,0,none,10
6238,district_hospital,O2_0070,urban,112,0,0,0,0,cylinder_piped,0,0,0.4,0,3,3,1,0,0,0,0,0,0,21,cylinder_delivery_delay,2024,8,9,surgical_anaesthesia,0,9,0,4,2,167.0,3.0,1,grid_unreliable,19
6239,district_hospital,O2_0079,urban,110,0,0,0,0,cylinder_piped,0,0,0.7,0,3,2,98,0,1,1,0,1,1,6,concentrator_malfunction,2024,5,15,severe_malaria,9,6,1,2,0,98.0,14.0,0,none,17
6240,district_hospital,O2_0111,rural,83,0,0,0,0,cylinder_portable,0,0,17.1,1,2,4,1,0,0,0,0,0,0,19,cylinder_delivery_delay,2022,9,15,surgical_anaesthesia,0,15,0,5,4,328.0,10.0,1,generator_only,20
6241,district_hospital,O2_0014,rural,22,0,0,0,0,cylinder_portable,0,0,0.7,1,4,8,4,0,0,0,0,0,0,1,concentrator_malfunction,2024,3,7,neonatal_respiratory,0,7,0,3,2,294.0,22.0,0,none,8
6242,district_hospital,O2_0169,rural,24,0,0,1,0,oxygen_concentrator,2,1,11.7,0,2,5,12,0,0,0,0,0,0,3,concentrator_malfunction,2022,5,10,sepsis,0,10,0,6,2,252.0,5.0,0,grid_reliable,24
6243,district_hospital,O2_0129,peri_urban,11,0,0,0,0,cylinder_portable,0,0,2.6,0,1,4,19,0,1,0,0,0,0,17,supplier_stockout,2023,7,12,COVID19_severe,0,12,0,7,4,216.0,201.0,0,none,4
6244,district_hospital,O2_0033,rural,59,0,0,1,0,cylinder_portable,0,0,6.7,0,4,7,28,0,1,0,0,1,0,0,not_applicable,2023,3,16,severe_malaria,7,9,0,6,0,296.0,7.0,0,solar,30
6245,district_hospital,O2_0154,peri_urban,77,0,0,0,0,cylinder_portable,0,0,2.6,0,2,3,79,0,0,0,0,1,1,0,not_applicable,2022,3,11,heart_failure,3,8,0,4,0,209.0,42.0,0,grid_reliable,29
6246,district_hospital,O2_0074,rural,128,0,0,0,0,LOX_bulk_tank,0,0,3.3,0,4,4,18,0,0,0,0,0,0,7,funding_for_refill,2023,6,15,heart_failure,0,15,0,8,2,158.0,8.0,1,none,15
6247,district_hospital,O2_0076,rural,96,0,0,0,0,oxygen_concentrator,2,0,0.0,0,2,4,10,0,1,0,0,1,0,0,not_applicable,2021,9,10,COVID19_severe,3,7,0,4,0,94.0,35.0,1,generator_only,3
6248,district_hospital,O2_0152,peri_urban,13,0,0,0,0,oxygen_concentrator,2,0,0.7,0,2,2,6,0,1,1,1,1,1,0,not_applicable,2024,11,13,neonatal_respiratory,5,8,0,2,0,158.0,5.0,0,none,18
6249,district_hospital,O2_0025,rural,84,0,0,0,0,oxygen_concentrator,1,0,0.1,0,4,2,1,0,0,0,0,0,0,30,funding_for_refill,2024,12,10,neonatal_respiratory,0,10,0,5,1,129.0,15.0,0,grid_unreliable,17
6250,district_hospital,O2_0125,peri_urban,128,0,0,0,0,cylinder_piped,0,0,8.3,1,3,3,6,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,7,16,COPD_exacerbation,0,16,0,10,8,221.0,113.0,0,grid_unreliable,3
6251,district_hospital,O2_0181,urban,78,0,0,0,0,oxygen_concentrator,1,0,0.9,0,4,1,29,0,0,0,0,1,1,0,not_applicable,2024,3,15,asthma_severe,2,13,0,7,0,189.0,72.0,0,grid_unreliable,27
6252,district_hospital,O2_0122,urban,60,0,0,0,0,cylinder_portable,0,0,7.0,0,3,2,57,0,0,0,0,0,0,2,regulator_valve_failure,2021,6,12,neonatal_respiratory,0,12,0,7,4,201.0,9.0,0,none,48
6253,district_hospital,O2_0164,rural,97,0,0,0,0,cylinder_portable,0,0,0.2,0,4,4,0,0,0,0,0,1,1,0,not_applicable,2022,3,15,severe_malaria,9,6,1,3,0,170.0,50.0,0,solar,0
6254,district_hospital,O2_0172,rural,74,0,0,0,1,cylinder_portable,0,0,1.4,1,3,2,0,0,0,0,0,0,0,18,concentrator_malfunction,2023,8,9,sepsis,0,9,0,6,2,262.0,6.0,1,none,5
6255,district_hospital,O2_0164,rural,7,0,0,0,0,cylinder_portable,0,0,12.9,0,1,9,6,0,0,0,0,0,0,3,concentrator_malfunction,2023,5,7,neonatal_respiratory,0,7,0,4,1,233.0,124.0,0,grid_unreliable,23
6256,district_hospital,O2_0085,rural,122,0,0,1,0,oxygen_concentrator,2,1,0.1,0,3,6,54,0,0,0,0,1,1,0,not_applicable,2022,1,13,pneumonia_adult,4,9,1,3,0,131.0,136.0,1,none,46
6257,district_hospital,O2_0054,rural,63,0,0,0,0,oxygen_concentrator,2,1,0.1,0,3,5,78,0,0,0,0,0,0,4,regulator_valve_failure,2021,4,17,COPD_exacerbation,0,17,0,7,1,246.0,5.0,1,solar,2
6258,district_hospital,O2_0088,peri_urban,7,0,0,0,0,oxygen_concentrator,4,2,14.7,0,3,4,15,0,0,0,0,1,1,0,not_applicable,2021,1,8,surgical_anaesthesia,5,3,0,2,0,217.0,162.0,1,grid_reliable,27
6259,district_hospital,O2_0060,rural,74,0,0,0,0,cylinder_portable,0,0,0.5,1,2,5,8,0,0,0,0,1,1,0,not_applicable,2022,7,10,pneumonia_child,6,4,1,1,0,233.0,0.0,1,grid_unreliable,14
6260,district_hospital,O2_0043,urban,58,0,0,0,0,cylinder_portable,0,0,11.0,1,7,7,19,0,1,0,0,1,0,0,not_applicable,2023,7,18,pneumonia_adult,7,11,0,9,0,252.0,185.0,0,none,5
6261,district_hospital,O2_0159,peri_urban,82,0,0,0,0,oxygen_concentrator,1,0,1.1,0,5,4,26,0,0,0,0,1,1,0,not_applicable,2024,5,16,trauma,5,11,1,5,0,199.0,193.0,1,grid_unreliable,15
6262,district_hospital,O2_0139,rural,51,0,0,0,1,cylinder_portable,0,0,1.1,1,2,6,4,0,0,0,0,1,1,4,power_outage,2022,4,14,COVID19_severe,5,9,0,4,0,199.0,46.0,0,grid_unreliable,5
6263,district_hospital,O2_0142,peri_urban,122,0,0,0,0,cylinder_portable,0,0,6.3,0,4,5,2,0,1,0,0,0,0,5,concentrator_malfunction,2022,6,11,heart_failure,0,11,0,8,4,236.0,39.0,0,grid_reliable,6
6264,district_hospital,O2_0101,rural,48,0,0,0,0,PSA_plant_onsite,0,0,1.3,0,3,6,24,1,0,0,0,0,0,1,cylinder_delivery_delay,2021,3,9,COVID19_severe,0,9,0,2,3,217.0,6.0,0,generator_only,20
6265,district_hospital,O2_0076,urban,67,0,0,0,0,oxygen_concentrator,2,0,8.2,0,6,7,2,0,0,0,0,1,1,0,not_applicable,2023,5,10,heart_failure,5,5,1,1,0,236.0,44.0,0,none,14
6266,district_hospital,O2_0039,rural,62,0,0,0,0,LOX_bulk_tank,0,0,4.5,0,4,2,26,0,0,0,0,0,0,7,cylinder_delivery_delay,2021,5,10,pneumonia_child,0,10,0,6,5,244.0,22.0,0,grid_unreliable,2
6267,district_hospital,O2_0085,urban,25,0,0,0,0,oxygen_concentrator,0,0,0.9,0,1,5,29,0,0,0,0,1,1,1,cylinder_delivery_delay,2024,5,6,neonatal_respiratory,2,4,0,0,0,121.0,91.0,1,none,2
6268,district_hospital,O2_0187,peri_urban,75,0,0,0,0,oxygen_concentrator,0,0,1.6,0,2,5,27,0,0,0,0,1,0,0,not_applicable,2024,1,9,neonatal_respiratory,4,5,0,4,0,39.0,16.0,0,none,13
6269,district_hospital,O2_0179,urban,44,0,0,0,0,oxygen_concentrator,1,0,7.1,0,1,2,4,0,0,0,0,1,1,0,not_applicable,2024,5,17,neonatal_respiratory,7,10,0,5,0,293.0,51.0,0,grid_unreliable,14
6270,district_hospital,O2_0104,peri_urban,17,0,0,0,0,cylinder_portable,0,0,21.8,0,2,4,10,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,1,6,other_hypoxemia,0,6,0,2,3,232.0,30.0,1,grid_unreliable,2
6271,district_hospital,O2_0096,urban,41,0,0,0,0,cylinder_piped,1,0,2.8,1,2,4,51,0,0,0,0,1,1,0,not_applicable,2021,4,12,sepsis,5,7,1,4,0,63.0,46.0,1,none,2
6272,district_hospital,O2_0129,peri_urban,37,0,0,0,1,LOX_bulk_tank,0,0,2.5,1,5,2,2,0,0,0,0,0,0,30,concentrator_malfunction,2022,8,5,COVID19_severe,0,5,0,2,1,153.0,10.0,0,grid_unreliable,6
6273,district_hospital,O2_0128,peri_urban,105,0,0,0,0,oxygen_concentrator,4,2,0.1,0,3,4,4,0,1,0,0,1,0,0,not_applicable,2024,3,7,neonatal_respiratory,2,5,1,2,0,59.0,41.0,0,grid_unreliable,9
6274,district_hospital,O2_0053,rural,61,0,0,0,0,cylinder_portable,0,0,5.4,0,3,4,42,0,0,0,0,0,0,4,empty_cylinders_not_collected,2023,6,10,trauma,0,10,0,2,3,369.0,14.0,0,grid_unreliable,7
6275,district_hospital,O2_0074,peri_urban,54,0,0,0,0,oxygen_concentrator,3,1,0.3,0,2,5,22,0,0,0,0,0,0,5,concentrator_malfunction,2022,1,9,asthma_severe,0,9,0,6,4,80.0,28.0,1,grid_unreliable,0
6276,district_hospital,O2_0186,peri_urban,72,0,1,0,0,none,0,0,0.0,0,2,3,2,0,0,0,0,1,0,2,cylinder_delivery_delay,2021,6,17,COVID19_severe,6,11,0,6,0,115.0,28.0,1,generator_only,19
6277,district_hospital,O2_0043,rural,30,0,0,0,0,cylinder_portable,0,0,1.4,0,1,2,0,0,1,1,1,0,0,5,concentrator_malfunction,2022,5,12,surgical_anaesthesia,0,12,0,4,3,148.0,138.0,1,solar,0
6278,district_hospital,O2_0111,rural,40,0,0,0,1,none,1,0,0.8,1,2,5,3,0,0,0,0,1,0,0,not_applicable,2023,12,6,severe_malaria,2,4,1,0,0,146.0,241.0,0,generator_only,16
6279,district_hospital,O2_0199,peri_urban,25,0,0,0,0,none,0,0,3.0,0,3,4,0,0,0,0,0,0,0,17,empty_cylinders_not_collected,2022,10,12,pneumonia_child,0,12,0,6,5,260.0,19.0,0,grid_unreliable,21
6280,district_hospital,O2_0015,urban,101,0,0,0,0,cylinder_piped,0,0,0.7,0,2,5,6,0,1,1,1,1,1,0,not_applicable,2021,4,15,surgical_anaesthesia,5,10,1,6,0,167.0,74.0,0,solar,1
6281,district_hospital,O2_0024,rural,92,0,0,0,0,cylinder_portable,0,0,2.8,0,1,4,48,0,1,1,0,0,0,15,concentrator_malfunction,2021,4,13,pneumonia_adult,0,13,0,5,7,297.0,17.0,0,solar,20
6282,district_hospital,O2_0123,urban,69,0,0,0,0,cylinder_piped,0,0,0.9,0,4,3,48,0,1,1,1,0,0,4,supplier_stockout,2022,6,12,COPD_exacerbation,0,12,0,7,1,173.0,21.0,0,grid_unreliable,24
6283,district_hospital,O2_0125,rural,56,0,1,0,0,oxygen_concentrator,1,0,0.8,0,2,4,18,0,0,0,0,1,1,0,not_applicable,2023,4,14,surgical_anaesthesia,2,12,0,7,0,102.0,52.0,1,grid_unreliable,1
6284,district_hospital,O2_0147,rural,127,0,0,0,0,cylinder_portable,0,0,6.2,0,5,3,71,0,0,0,0,0,0,14,power_outage,2022,2,17,asthma_severe,0,17,0,8,3,177.0,55.0,0,grid_unreliable,35
6285,district_hospital,O2_0179,peri_urban,45,0,0,0,0,oxygen_concentrator,3,0,0.4,1,3,4,37,0,1,0,0,1,1,0,not_applicable,2022,3,19,COVID19_severe,17,2,0,0,0,110.0,17.0,1,grid_unreliable,13
6286,district_hospital,O2_0176,urban,64,0,0,0,0,cylinder_piped,0,0,2.1,0,1,1,26,0,0,0,0,1,1,2,cylinder_delivery_delay,2024,7,12,trauma,4,8,0,2,0,244.0,20.0,0,grid_unreliable,14
6287,district_hospital,O2_0055,peri_urban,9,0,0,0,0,oxygen_concentrator,2,0,1.2,0,3,3,29,0,0,0,0,0,0,4,concentrator_malfunction,2021,9,10,other_hypoxemia,0,10,0,7,2,315.0,32.0,1,solar,22
6288,district_hospital,O2_0157,rural,75,0,0,0,1,cylinder_portable,0,0,6.4,1,4,7,2,0,1,1,0,1,1,0,not_applicable,2023,2,19,sepsis,10,9,0,3,0,199.0,21.0,0,none,6
6289,district_hospital,O2_0100,rural,34,0,0,0,0,none,0,0,10.9,0,2,4,13,0,0,0,0,0,0,28,cylinder_delivery_delay,2021,1,16,surgical_anaesthesia,0,16,0,7,2,71.0,36.0,0,grid_reliable,20
6290,district_hospital,O2_0086,peri_urban,13,0,0,0,0,none,0,0,3.3,1,2,5,30,0,0,0,0,1,1,4,regulator_valve_failure,2024,6,7,neonatal_respiratory,4,3,0,3,0,158.0,24.0,1,none,26
6291,district_hospital,O2_0123,peri_urban,26,0,0,0,0,none,0,0,3.0,0,1,5,13,0,1,0,0,0,0,6,concentrator_malfunction,2024,9,16,pneumonia_adult,0,16,0,8,9,209.0,51.0,0,solar,12
6292,district_hospital,O2_0174,urban,5,0,0,0,0,cylinder_portable,0,0,1.9,0,7,7,32,0,0,0,0,1,1,0,not_applicable,2024,6,10,asthma_severe,2,8,0,3,0,212.0,66.0,1,grid_reliable,5
6293,district_hospital,O2_0162,peri_urban,39,0,0,0,1,cylinder_portable,0,0,3.0,1,2,5,13,0,0,0,0,1,1,3,concentrator_malfunction,2023,12,13,severe_malaria,4,9,0,1,0,254.0,27.0,0,grid_reliable,22
6294,district_hospital,O2_0123,peri_urban,9,0,0,0,0,oxygen_concentrator,2,0,9.2,0,1,2,7,0,1,0,0,1,1,0,not_applicable,2024,2,15,severe_malaria,2,13,1,5,0,302.0,49.0,0,none,28
6295,district_hospital,O2_0115,rural,5,0,0,0,0,oxygen_concentrator,4,2,4.0,0,1,2,64,0,1,0,0,1,1,0,not_applicable,2022,1,10,COVID19_severe,5,5,0,1,0,65.0,109.0,0,grid_unreliable,31
6296,district_hospital,O2_0102,peri_urban,60,0,0,0,0,cylinder_portable,0,0,3.3,0,6,4,4,0,0,0,0,0,0,30,empty_cylinders_not_collected,2023,9,10,trauma,0,10,0,3,4,269.0,129.0,0,grid_unreliable,21
6297,district_hospital,O2_0011,peri_urban,5,0,0,0,0,cylinder_portable,0,0,10.3,0,1,1,4,0,0,0,0,0,0,30,demand_surge,2022,2,4,pneumonia_adult,0,4,0,1,2,161.0,86.0,0,solar,59
6298,district_hospital,O2_0182,rural,20,0,0,0,0,cylinder_piped,0,0,1.6,0,3,3,2,0,1,0,0,1,0,0,not_applicable,2022,7,11,pneumonia_child,7,4,0,3,0,221.0,61.0,0,generator_only,7
6299,district_hospital,O2_0162,rural,122,0,0,0,0,cylinder_portable,0,0,12.9,0,4,4,21,0,1,1,0,0,0,1,cylinder_delivery_delay,2023,5,11,sepsis,0,11,0,5,3,190.0,18.0,1,grid_unreliable,32
6300,district_hospital,O2_0150,rural,5,0,0,0,0,oxygen_concentrator,1,0,8.0,0,3,2,5,0,1,1,1,0,0,6,cylinder_delivery_delay,2024,2,14,severe_malaria,0,14,0,6,4,137.0,6.0,0,grid_reliable,21
6301,district_hospital,O2_0134,urban,81,0,0,0,1,cylinder_portable,0,0,4.7,1,3,3,6,0,0,0,0,0,0,11,concentrator_malfunction,2023,5,14,pneumonia_adult,0,14,0,5,8,317.0,7.0,0,none,20
6302,district_hospital,O2_0165,urban,73,0,0,0,0,cylinder_piped,0,0,6.6,0,5,8,50,0,0,0,0,0,0,1,regulator_valve_failure,2023,1,8,neonatal_respiratory,0,8,0,5,2,235.0,92.0,0,grid_unreliable,10
6303,district_hospital,O2_0036,rural,26,0,0,0,1,cylinder_piped,0,0,5.1,1,1,1,6,0,0,0,0,0,0,1,concentrator_malfunction,2023,9,10,pneumonia_child,0,10,0,4,4,193.0,47.0,1,solar,0
6304,district_hospital,O2_0197,peri_urban,65,0,0,0,0,cylinder_portable,0,0,0.8,0,4,5,0,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,7,11,pneumonia_child,0,11,0,8,4,218.0,75.0,1,grid_reliable,15
6305,district_hospital,O2_0079,peri_urban,26,0,0,0,0,cylinder_portable,3,0,17.4,0,1,5,40,0,0,0,0,1,1,0,not_applicable,2023,2,10,severe_malaria,5,5,1,2,0,250.0,39.0,0,grid_unreliable,0
6306,district_hospital,O2_0135,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,12.8,0,6,6,33,0,1,1,0,1,1,0,not_applicable,2021,10,16,trauma,3,13,0,4,0,333.0,30.0,1,generator_only,10
6307,district_hospital,O2_0094,peri_urban,5,0,0,0,0,oxygen_concentrator,3,1,6.3,0,3,5,7,0,1,0,0,0,0,9,cylinder_delivery_delay,2024,6,12,pneumonia_adult,0,12,0,7,4,36.0,19.0,0,generator_only,12
6308,district_hospital,O2_0134,rural,58,0,0,0,0,oxygen_concentrator,1,0,1.0,0,2,1,36,0,0,0,0,0,0,7,power_outage,2023,9,18,pneumonia_adult,0,18,0,13,5,211.0,154.0,1,generator_only,16
6309,district_hospital,O2_0098,rural,78,0,0,0,0,cylinder_portable,6,2,2.8,0,5,2,0,0,0,0,0,1,1,0,not_applicable,2023,11,12,trauma,4,8,1,2,0,365.0,10.0,0,grid_reliable,2
6310,district_hospital,O2_0048,urban,74,0,0,0,0,cylinder_portable,1,0,21.3,0,1,10,4,0,0,0,0,0,0,13,power_outage,2021,5,15,heart_failure,0,15,0,8,0,205.0,10.0,1,generator_only,18
6311,district_hospital,O2_0036,peri_urban,116,0,0,0,0,oxygen_concentrator,2,1,26.6,0,4,3,10,0,0,0,0,1,0,0,not_applicable,2023,1,10,COVID19_severe,6,4,1,2,0,109.0,19.0,1,grid_reliable,12
6312,district_hospital,O2_0102,rural,54,0,0,1,0,cylinder_portable,0,0,1.1,0,6,6,30,0,1,0,0,1,1,0,not_applicable,2022,6,9,severe_malaria,6,3,0,2,0,261.0,8.0,0,grid_unreliable,8
6313,district_hospital,O2_0063,peri_urban,83,0,0,0,0,none,0,0,8.4,0,3,3,6,0,1,1,0,1,0,0,not_applicable,2022,8,6,neonatal_respiratory,3,3,1,1,0,158.0,27.0,0,none,21
6314,district_hospital,O2_0132,peri_urban,66,0,0,0,0,cylinder_portable,1,0,0.2,0,7,3,1,0,1,1,1,0,0,27,supplier_stockout,2023,3,13,trauma,0,13,0,7,6,93.0,0.0,1,none,3
6315,district_hospital,O2_0012,rural,40,0,0,0,0,LOX_bulk_tank,0,0,3.2,0,3,3,20,0,1,1,1,1,1,0,not_applicable,2021,11,15,COVID19_severe,7,8,0,6,0,154.0,22.0,1,grid_unreliable,16
6316,district_hospital,O2_0104,urban,74,0,0,0,0,cylinder_portable,0,0,4.0,0,5,8,71,0,1,1,0,1,1,0,not_applicable,2021,9,12,severe_malaria,7,5,1,3,0,314.0,64.0,0,grid_unreliable,22
6317,district_hospital,O2_0104,urban,96,0,0,0,0,cylinder_piped,0,0,3.2,0,3,7,12,0,0,0,0,1,1,0,not_applicable,2023,9,8,severe_malaria,5,3,0,2,0,209.0,25.0,0,solar,25
6318,district_hospital,O2_0125,rural,142,0,0,0,0,cylinder_portable,0,0,11.1,0,1,2,5,0,1,1,0,0,0,6,concentrator_malfunction,2022,12,15,pneumonia_adult,0,15,0,6,1,365.0,69.0,0,grid_unreliable,21
6319,district_hospital,O2_0163,rural,87,0,0,0,1,cylinder_portable,0,0,0.1,1,3,8,25,0,0,0,0,0,0,8,concentrator_malfunction,2022,8,12,COVID19_severe,0,12,0,3,3,165.0,13.0,0,grid_unreliable,17
6320,district_hospital,O2_0033,rural,85,0,0,0,0,oxygen_concentrator,1,0,2.2,1,1,5,12,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,1,16,neonatal_respiratory,0,16,0,9,7,259.0,17.0,0,solar,2
6321,district_hospital,O2_0053,rural,84,0,0,0,0,oxygen_concentrator,0,0,7.8,0,4,5,3,0,1,0,0,1,0,0,not_applicable,2024,11,12,severe_malaria,6,6,0,3,0,173.0,37.0,1,none,29
6322,district_hospital,O2_0094,rural,13,0,0,0,0,cylinder_piped,0,0,6.1,1,1,5,3,0,1,1,0,0,0,5,PSA_plant_breakdown,2022,3,6,COPD_exacerbation,0,6,0,4,0,190.0,81.0,1,grid_unreliable,20
6323,district_hospital,O2_0064,rural,15,0,0,0,0,none,0,0,3.4,0,5,1,8,0,0,0,0,1,1,0,not_applicable,2024,2,11,pneumonia_child,4,7,1,1,0,43.0,134.0,0,none,7
6324,district_hospital,O2_0073,urban,88,0,0,0,0,cylinder_portable,0,0,1.5,0,3,3,22,0,1,0,0,1,1,0,not_applicable,2023,3,12,pneumonia_child,4,8,1,6,0,148.0,23.0,0,solar,1
6325,district_hospital,O2_0186,urban,103,0,0,0,0,cylinder_portable,0,0,2.3,0,0,4,12,0,0,0,0,0,0,10,regulator_valve_failure,2023,1,6,pneumonia_child,0,6,0,3,0,225.0,19.0,1,grid_unreliable,11
6326,district_hospital,O2_0116,rural,22,0,0,0,0,cylinder_piped,0,0,0.2,0,2,3,36,0,1,1,1,0,0,30,demand_surge,2021,7,13,pneumonia_child,0,13,0,9,2,301.0,104.0,0,solar,24
6327,district_hospital,O2_0063,urban,24,0,0,0,0,cylinder_portable,0,0,2.6,0,3,4,2,0,0,0,0,1,1,0,not_applicable,2023,9,12,pneumonia_adult,4,8,0,5,0,150.0,73.0,1,solar,5
6328,district_hospital,O2_0161,peri_urban,46,0,0,0,0,oxygen_concentrator,2,0,4.2,0,2,2,6,0,0,0,0,0,0,30,funding_for_refill,2023,9,14,pneumonia_child,0,14,0,11,3,164.0,5.0,0,grid_reliable,11
6329,district_hospital,O2_0109,rural,47,0,0,0,0,cylinder_portable,0,0,3.8,0,1,1,4,0,1,1,1,0,0,4,concentrator_malfunction,2021,5,9,pneumonia_adult,0,9,0,4,2,162.0,61.0,1,grid_unreliable,3
6330,district_hospital,O2_0114,rural,100,0,0,0,0,oxygen_concentrator,0,0,4.3,0,2,5,9,0,0,0,0,0,0,8,funding_for_refill,2023,2,13,COVID19_severe,0,13,0,6,5,246.0,3.0,1,none,7
6331,district_hospital,O2_0154,peri_urban,35,0,0,0,0,oxygen_concentrator,3,1,2.6,0,4,5,20,0,0,0,0,0,0,5,concentrator_malfunction,2021,10,8,pneumonia_adult,0,8,0,4,2,230.0,69.0,0,generator_only,16
6332,district_hospital,O2_0160,peri_urban,33,0,0,0,0,oxygen_concentrator,1,0,2.4,0,3,2,41,0,0,0,0,0,0,5,cylinder_delivery_delay,2023,1,13,pneumonia_child,0,13,0,6,0,152.0,8.0,1,grid_reliable,32
6333,district_hospital,O2_0156,peri_urban,18,0,0,0,0,cylinder_portable,0,0,1.0,0,4,5,6,0,1,0,0,1,0,0,not_applicable,2023,10,20,asthma_severe,11,9,1,2,0,282.0,16.0,1,none,10
6334,district_hospital,O2_0027,rural,44,0,0,0,0,cylinder_piped,0,0,1.1,0,1,5,10,0,0,0,0,0,0,8,power_outage,2022,7,8,neonatal_respiratory,0,8,0,6,3,200.0,31.0,0,grid_reliable,2
6335,district_hospital,O2_0167,peri_urban,12,0,0,0,0,oxygen_concentrator,1,0,0.9,0,5,4,3,0,0,0,0,0,0,1,concentrator_malfunction,2024,9,14,COPD_exacerbation,0,14,0,3,6,55.0,181.0,1,grid_unreliable,8
6336,district_hospital,O2_0148,urban,54,0,0,0,0,LOX_bulk_tank,0,0,3.8,1,3,4,21,0,1,0,0,1,1,0,not_applicable,2022,1,7,surgical_anaesthesia,3,4,0,1,0,108.0,25.0,0,grid_unreliable,61
6337,district_hospital,O2_0123,urban,57,0,0,0,0,cylinder_portable,0,0,7.6,0,2,3,4,0,1,0,0,0,0,2,power_outage,2021,7,17,pneumonia_adult,0,17,0,7,3,123.0,43.0,1,grid_unreliable,1
6338,district_hospital,O2_0046,rural,41,0,0,0,0,none,2,1,0.1,0,2,1,33,0,0,0,0,1,1,0,not_applicable,2021,8,10,asthma_severe,5,5,0,3,0,225.0,61.0,0,none,3
6339,district_hospital,O2_0135,peri_urban,28,0,0,0,0,cylinder_portable,0,0,1.9,0,6,3,17,0,0,0,0,1,1,1,power_outage,2021,6,14,sepsis,7,7,0,3,0,224.0,30.0,0,solar,2
6340,district_hospital,O2_0064,peri_urban,97,0,0,0,0,cylinder_portable,0,0,0.4,0,2,3,70,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,12,9,other_hypoxemia,0,9,0,1,2,50.0,40.0,1,solar,3
6341,district_hospital,O2_0136,peri_urban,71,0,0,0,0,oxygen_concentrator,1,0,3.9,0,4,4,49,0,0,0,0,1,1,0,not_applicable,2023,12,13,severe_malaria,6,7,1,5,0,107.0,28.0,0,none,25
6342,district_hospital,O2_0012,urban,20,0,0,0,0,oxygen_concentrator,3,1,11.2,0,1,4,98,0,1,1,0,0,0,6,concentrator_malfunction,2022,11,8,COPD_exacerbation,0,8,0,3,2,278.0,81.0,0,grid_reliable,1
6343,district_hospital,O2_0064,peri_urban,86,0,0,0,0,oxygen_concentrator,2,0,9.1,1,5,4,13,0,0,0,0,1,0,1,demand_surge,2022,7,10,neonatal_respiratory,4,6,0,2,0,268.0,50.0,0,none,2
6344,district_hospital,O2_0018,rural,45,0,0,0,0,oxygen_concentrator,3,2,12.9,0,4,3,10,0,1,0,0,0,0,12,cylinder_delivery_delay,2024,6,16,pneumonia_child,0,16,0,4,0,352.0,22.0,1,none,11
6345,district_hospital,O2_0045,rural,115,0,1,0,0,oxygen_concentrator,1,0,5.8,0,3,6,19,0,0,0,0,0,0,3,power_outage,2024,8,17,surgical_anaesthesia,0,17,0,9,0,292.0,2.0,1,grid_reliable,0
6346,district_hospital,O2_0189,urban,47,0,0,1,0,cylinder_portable,3,1,3.2,0,1,5,13,0,0,0,0,0,0,30,power_outage,2023,9,9,sepsis,0,9,0,2,2,180.0,30.0,0,generator_only,0
6347,district_hospital,O2_0175,peri_urban,92,0,0,0,1,cylinder_piped,0,0,1.6,1,6,6,0,0,0,0,0,0,0,3,concentrator_malfunction,2024,5,9,severe_malaria,0,9,0,5,3,90.0,10.0,1,none,6
6348,district_hospital,O2_0031,rural,96,0,0,0,0,cylinder_portable,0,0,8.1,0,3,6,24,0,1,0,0,0,0,1,concentrator_malfunction,2023,8,10,COPD_exacerbation,0,10,0,5,1,164.0,4.0,1,grid_reliable,20
6349,district_hospital,O2_0113,peri_urban,53,0,0,0,0,cylinder_portable,3,1,0.5,0,4,1,52,0,0,0,0,1,0,0,not_applicable,2022,12,10,neonatal_respiratory,2,8,0,1,0,95.0,59.0,1,grid_reliable,14
6350,district_hospital,O2_0007,rural,37,0,1,0,0,cylinder_portable,0,0,2.9,0,4,4,10,0,1,1,0,1,1,0,not_applicable,2021,2,12,severe_malaria,4,8,0,3,0,115.0,21.0,1,none,21
6351,district_hospital,O2_0021,peri_urban,36,0,0,1,0,oxygen_concentrator,1,0,6.0,0,2,1,2,0,0,0,0,0,0,12,regulator_valve_failure,2024,4,18,pneumonia_child,0,18,0,5,2,55.0,133.0,0,none,10
6352,district_hospital,O2_0016,peri_urban,71,0,0,0,0,none,0,0,7.1,0,2,6,7,0,0,0,0,1,0,0,not_applicable,2023,2,12,asthma_severe,4,8,1,4,0,119.0,72.0,0,grid_unreliable,23
6353,district_hospital,O2_0063,peri_urban,50,0,0,0,0,oxygen_concentrator,2,0,9.3,0,6,2,24,0,1,0,0,1,1,0,not_applicable,2024,7,12,neonatal_respiratory,6,6,0,1,0,192.0,101.0,0,generator_only,8
6354,district_hospital,O2_0103,rural,11,0,0,0,0,cylinder_portable,3,1,4.2,0,4,5,11,0,0,0,0,1,1,0,not_applicable,2022,4,9,neonatal_respiratory,5,4,0,1,0,94.0,5.0,1,generator_only,20
6355,district_hospital,O2_0092,peri_urban,136,0,0,0,1,cylinder_portable,0,0,1.8,1,6,2,29,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,6,13,asthma_severe,0,13,0,5,5,276.0,98.0,1,solar,1
6356,district_hospital,O2_0066,rural,5,0,0,0,0,cylinder_portable,0,0,13.6,0,5,6,41,0,0,0,0,1,1,0,not_applicable,2021,8,7,severe_malaria,2,5,0,3,0,156.0,48.0,1,grid_reliable,19
6357,district_hospital,O2_0145,peri_urban,95,0,0,0,0,cylinder_piped,0,0,2.5,0,3,5,19,0,1,1,0,1,1,0,not_applicable,2023,5,14,neonatal_respiratory,6,8,1,2,0,236.0,33.0,0,none,17
6358,district_hospital,O2_0131,peri_urban,87,0,0,0,0,cylinder_piped,1,0,4.5,1,5,4,9,0,0,0,0,1,1,0,not_applicable,2022,4,11,sepsis,6,5,0,3,0,308.0,32.0,1,none,16
6359,district_hospital,O2_0071,rural,26,0,0,0,0,cylinder_portable,0,0,10.0,0,2,4,18,0,1,1,1,0,0,1,no_oxygen_source,2021,1,16,COPD_exacerbation,0,16,0,8,2,182.0,18.0,1,generator_only,48
6360,district_hospital,O2_0079,peri_urban,76,0,0,0,0,oxygen_concentrator,2,0,3.8,0,5,4,40,0,1,0,0,1,1,1,power_outage,2024,8,8,asthma_severe,2,6,1,3,0,249.0,21.0,0,none,11
6361,district_hospital,O2_0008,peri_urban,31,0,0,0,0,cylinder_piped,0,0,1.2,0,4,7,18,0,0,0,0,0,0,15,funding_for_refill,2021,3,14,neonatal_respiratory,0,14,0,5,3,211.0,12.0,0,solar,5
6362,district_hospital,O2_0119,rural,38,0,0,0,0,oxygen_concentrator,1,0,6.3,0,4,11,29,0,0,0,0,0,0,30,power_outage,2024,1,11,pneumonia_child,0,11,0,4,2,102.0,18.0,0,generator_only,15
6363,district_hospital,O2_0058,peri_urban,47,0,0,0,0,oxygen_concentrator,6,5,14.8,0,6,7,3,0,0,0,0,1,1,0,not_applicable,2024,10,14,COPD_exacerbation,8,6,0,4,0,181.0,39.0,0,solar,31
6364,district_hospital,O2_0161,rural,129,0,0,0,0,cylinder_portable,0,0,0.8,0,6,5,41,0,0,0,0,1,1,0,not_applicable,2022,2,7,neonatal_respiratory,3,4,1,2,0,173.0,39.0,1,grid_unreliable,8
6365,district_hospital,O2_0060,peri_urban,99,0,0,0,0,LOX_bulk_tank,3,1,4.1,0,3,3,15,0,1,1,0,0,0,25,cylinder_delivery_delay,2022,5,10,sepsis,0,10,0,7,3,301.0,18.0,0,generator_only,59
6366,district_hospital,O2_0197,rural,17,0,0,0,0,cylinder_piped,0,0,7.0,0,1,3,43,0,0,0,0,1,0,0,not_applicable,2024,2,11,trauma,1,10,0,6,0,230.0,28.0,1,generator_only,23
6367,district_hospital,O2_0092,peri_urban,66,0,0,0,0,cylinder_piped,0,0,16.9,0,4,3,5,0,0,0,0,1,1,12,no_oxygen_source,2024,9,14,surgical_anaesthesia,5,9,0,2,0,188.0,5.0,0,none,9
6368,district_hospital,O2_0005,urban,5,0,0,0,0,cylinder_piped,0,0,3.8,1,1,5,34,0,0,0,0,1,0,0,not_applicable,2024,10,13,heart_failure,6,7,1,3,0,128.0,87.0,1,solar,29
6369,district_hospital,O2_0016,peri_urban,91,0,0,0,0,cylinder_portable,0,0,0.8,1,2,3,48,0,0,0,0,1,0,0,not_applicable,2022,6,3,trauma,1,2,0,2,0,245.0,1.0,1,grid_unreliable,0
6370,district_hospital,O2_0074,rural,14,0,0,0,0,cylinder_portable,0,0,2.5,0,2,4,1,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,1,9,other_hypoxemia,0,9,0,2,1,181.0,28.0,0,grid_unreliable,0
6371,district_hospital,O2_0096,rural,43,0,0,0,0,cylinder_portable,0,0,3.9,0,1,3,4,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,1,10,trauma,0,10,0,2,2,243.0,1.0,0,grid_unreliable,29
6372,district_hospital,O2_0147,peri_urban,5,0,0,0,0,oxygen_concentrator,3,1,16.4,0,2,4,18,0,1,0,0,0,0,26,cylinder_delivery_delay,2024,3,11,pneumonia_adult,0,11,0,5,3,144.0,6.0,0,grid_reliable,19
6373,district_hospital,O2_0058,urban,89,0,0,0,0,none,0,0,0.8,0,8,6,2,0,0,0,0,0,0,15,power_outage,2024,7,11,surgical_anaesthesia,0,11,0,3,2,267.0,136.0,1,grid_unreliable,12
6374,district_hospital,O2_0098,urban,117,0,0,0,0,none,0,0,1.7,0,5,2,42,0,1,0,0,1,1,0,not_applicable,2021,8,6,surgical_anaesthesia,2,4,1,1,0,120.0,103.0,1,grid_unreliable,16
6375,district_hospital,O2_0028,peri_urban,51,0,0,0,0,cylinder_piped,0,0,1.3,0,2,2,72,0,0,0,0,0,0,24,power_outage,2024,1,6,COVID19_severe,0,6,0,2,3,48.0,86.0,0,generator_only,34
6376,district_hospital,O2_0070,rural,89,0,0,0,0,LOX_bulk_tank,1,0,7.2,0,4,1,0,0,1,1,0,1,1,6,power_outage,2024,3,12,trauma,7,5,1,0,0,177.0,21.0,0,grid_unreliable,12
6377,district_hospital,O2_0032,peri_urban,100,0,0,0,0,oxygen_concentrator,2,0,3.2,0,1,4,0,0,0,0,0,1,0,0,not_applicable,2024,11,10,neonatal_respiratory,5,5,1,2,0,267.0,71.0,0,solar,21
6378,district_hospital,O2_0023,rural,97,0,0,0,0,cylinder_portable,0,0,8.7,0,3,4,6,0,0,0,0,1,0,0,not_applicable,2023,4,9,COPD_exacerbation,4,5,0,2,0,145.0,33.0,0,solar,18
6379,district_hospital,O2_0099,peri_urban,18,0,0,0,0,cylinder_portable,0,0,5.2,0,4,9,92,0,0,0,0,1,1,0,not_applicable,2024,1,9,neonatal_respiratory,5,4,1,0,0,238.0,9.0,1,none,0
6380,district_hospital,O2_0083,peri_urban,26,0,0,0,0,cylinder_portable,0,0,2.5,0,3,2,56,0,0,0,0,0,0,14,funding_for_refill,2023,8,12,other_hypoxemia,0,12,0,3,1,353.0,3.0,1,grid_unreliable,6
6381,district_hospital,O2_0001,peri_urban,7,0,0,0,0,oxygen_concentrator,0,0,2.8,1,5,4,14,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,9,8,trauma,0,8,0,4,1,171.0,132.0,0,grid_unreliable,21
6382,district_hospital,O2_0056,peri_urban,62,1,0,0,0,oxygen_concentrator,2,0,5.0,0,2,6,17,0,1,0,0,0,0,30,funding_for_refill,2024,7,10,severe_malaria,0,10,0,6,1,260.0,65.0,0,none,25
6383,district_hospital,O2_0161,peri_urban,51,1,0,0,0,oxygen_concentrator,1,0,0.2,0,3,2,32,0,0,0,0,0,0,8,demand_surge,2022,5,13,other_hypoxemia,0,13,0,4,3,177.0,18.0,0,solar,12
6384,district_hospital,O2_0173,rural,88,0,1,0,0,cylinder_portable,0,0,3.7,0,2,5,18,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,1,10,surgical_anaesthesia,0,10,0,6,1,68.0,11.0,0,grid_unreliable,7
6385,district_hospital,O2_0192,urban,119,0,0,0,0,cylinder_portable,0,0,3.4,0,1,4,58,0,0,0,0,1,1,0,not_applicable,2022,3,9,pneumonia_child,3,6,1,3,0,119.0,27.0,0,grid_unreliable,13
6386,district_hospital,O2_0114,urban,44,0,0,0,0,cylinder_piped,0,0,4.9,0,2,1,13,0,0,0,0,1,1,0,not_applicable,2024,11,18,COVID19_severe,10,8,1,5,0,202.0,40.0,1,grid_unreliable,4
6387,district_hospital,O2_0124,peri_urban,63,0,0,0,0,cylinder_portable,0,0,2.9,1,2,5,4,0,1,0,0,1,0,2,concentrator_malfunction,2023,1,9,sepsis,3,6,0,4,0,216.0,5.0,1,grid_reliable,87
6388,district_hospital,O2_0130,rural,109,0,0,0,0,oxygen_concentrator,5,1,9.6,0,7,5,20,0,1,0,0,0,0,18,empty_cylinders_not_collected,2023,11,15,surgical_anaesthesia,0,15,0,10,4,254.0,23.0,1,solar,6
6389,district_hospital,O2_0034,rural,85,0,1,0,0,cylinder_portable,0,0,2.6,0,1,6,12,0,0,0,0,0,0,21,concentrator_malfunction,2022,8,12,neonatal_respiratory,0,12,0,5,3,158.0,17.0,1,grid_unreliable,14
6390,district_hospital,O2_0127,peri_urban,51,0,0,0,0,oxygen_concentrator,3,1,3.5,0,2,1,29,0,0,0,0,1,0,8,cylinder_delivery_delay,2023,1,9,severe_malaria,4,5,0,3,0,171.0,9.0,0,grid_unreliable,5
6391,district_hospital,O2_0157,peri_urban,46,0,0,0,0,oxygen_concentrator,2,1,6.5,0,1,2,10,0,0,0,0,0,0,6,power_outage,2021,1,8,pneumonia_child,0,8,0,4,4,119.0,44.0,1,grid_unreliable,3
6392,district_hospital,O2_0003,rural,48,0,0,0,0,cylinder_piped,0,0,2.8,0,3,2,25,0,0,0,0,0,0,5,demand_surge,2024,11,8,asthma_severe,0,8,0,4,2,391.0,16.0,0,solar,4
6393,district_hospital,O2_0153,rural,106,0,0,0,1,oxygen_concentrator,1,0,21.7,1,4,5,12,0,1,0,0,1,1,0,not_applicable,2022,9,15,pneumonia_child,8,7,1,3,0,305.0,2.0,0,grid_reliable,14
6394,district_hospital,O2_0125,peri_urban,77,0,0,0,0,cylinder_portable,0,0,9.9,0,3,1,4,0,0,0,0,0,0,24,power_outage,2023,6,18,COPD_exacerbation,0,18,0,10,5,189.0,63.0,0,grid_unreliable,3
6395,district_hospital,O2_0038,peri_urban,106,0,0,0,0,oxygen_concentrator,1,0,6.7,0,2,7,11,0,0,0,0,0,0,27,regulator_valve_failure,2022,12,16,pneumonia_child,0,16,0,6,7,159.0,55.0,0,grid_unreliable,94
6396,district_hospital,O2_0115,rural,35,0,0,0,0,cylinder_piped,0,0,4.4,0,2,4,41,0,0,0,0,1,0,0,not_applicable,2023,10,12,surgical_anaesthesia,6,6,0,2,0,127.0,2.0,0,grid_unreliable,5
6397,district_hospital,O2_0066,peri_urban,58,0,0,1,0,none,0,0,1.9,0,3,4,6,0,1,0,0,1,1,0,not_applicable,2024,4,10,trauma,3,7,0,4,0,224.0,55.0,0,generator_only,20
6398,district_hospital,O2_0052,peri_urban,26,0,0,0,0,none,0,0,16.1,0,4,5,8,0,0,0,0,0,0,5,power_outage,2024,4,8,COPD_exacerbation,0,8,0,1,1,354.0,99.0,0,grid_unreliable,0
6399,district_hospital,O2_0104,peri_urban,66,0,0,0,0,none,0,0,0.3,0,1,5,3,0,1,1,0,1,1,1,power_outage,2021,1,12,COPD_exacerbation,4,8,0,5,0,237.0,84.0,1,none,4
6400,district_hospital,O2_0186,peri_urban,58,0,0,0,0,cylinder_piped,2,0,4.3,0,2,3,5,0,0,0,0,1,1,3,PSA_plant_breakdown,2023,4,8,COPD_exacerbation,1,7,0,3,0,172.0,35.0,0,grid_unreliable,40
6401,district_hospital,O2_0083,urban,12,0,0,0,0,cylinder_portable,0,0,0.9,0,4,9,34,0,1,0,0,0,0,12,power_outage,2024,2,6,heart_failure,0,6,0,4,0,195.0,57.0,0,none,3
6402,district_hospital,O2_0189,rural,166,0,0,0,0,oxygen_concentrator,1,0,3.6,0,1,2,8,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,8,9,trauma,0,9,0,5,3,182.0,24.0,0,generator_only,55
6403,district_hospital,O2_0060,rural,32,0,0,0,0,oxygen_concentrator,2,0,4.0,0,2,5,2,0,1,1,0,0,0,16,cylinder_delivery_delay,2023,12,12,neonatal_respiratory,0,12,0,4,4,167.0,43.0,0,generator_only,14
6404,district_hospital,O2_0110,rural,12,0,0,0,0,oxygen_concentrator,0,0,9.1,1,3,0,34,0,1,0,0,1,1,4,PSA_plant_breakdown,2024,8,9,neonatal_respiratory,3,6,0,1,0,170.0,29.0,0,none,23
6405,district_hospital,O2_0047,rural,43,0,0,0,0,oxygen_concentrator,2,0,4.2,0,1,1,1,0,1,0,0,1,1,0,not_applicable,2022,9,10,COPD_exacerbation,5,5,0,4,0,131.0,49.0,0,grid_unreliable,11
6406,district_hospital,O2_0025,peri_urban,16,0,0,0,0,oxygen_concentrator,3,0,9.1,0,2,2,0,0,1,1,0,1,1,1,power_outage,2023,2,8,trauma,3,5,1,3,0,49.0,3.0,0,none,18
6407,district_hospital,O2_0107,rural,103,0,0,0,0,oxygen_concentrator,0,0,1.3,0,3,4,104,0,0,0,0,0,0,1,no_oxygen_source,2024,6,8,pneumonia_adult,0,8,0,4,0,158.0,116.0,1,grid_unreliable,2
6408,district_hospital,O2_0104,peri_urban,74,0,0,0,1,oxygen_concentrator,1,0,3.0,1,3,3,8,0,0,0,0,1,1,0,not_applicable,2023,3,9,neonatal_respiratory,3,6,1,4,0,143.0,42.0,0,solar,54
6409,district_hospital,O2_0016,urban,59,0,0,0,0,cylinder_portable,3,1,7.3,0,2,4,21,0,0,0,0,1,1,2,no_oxygen_source,2023,6,10,surgical_anaesthesia,7,3,0,1,0,86.0,73.0,0,grid_reliable,22
6410,district_hospital,O2_0057,peri_urban,20,0,0,0,0,cylinder_portable,0,0,7.4,0,3,2,26,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,12,16,heart_failure,0,16,0,8,8,229.0,56.0,0,none,15
6411,district_hospital,O2_0123,urban,95,0,0,0,0,LOX_bulk_tank,0,0,2.6,1,3,4,47,0,0,0,0,0,0,2,concentrator_malfunction,2023,8,13,pneumonia_child,0,13,0,3,2,161.0,84.0,0,none,31
6412,district_hospital,O2_0062,rural,21,0,0,0,1,cylinder_portable,3,1,7.9,1,2,4,1,0,1,0,0,1,1,0,not_applicable,2024,12,10,heart_failure,5,5,0,3,0,153.0,141.0,1,grid_unreliable,11
6413,district_hospital,O2_0052,rural,83,0,0,0,1,cylinder_portable,4,2,5.5,1,2,1,2,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,10,18,surgical_anaesthesia,4,14,1,4,0,100.0,34.0,0,grid_unreliable,4
6414,district_hospital,O2_0074,peri_urban,68,0,0,0,0,oxygen_concentrator,3,0,5.8,0,2,4,67,0,0,0,0,1,1,0,not_applicable,2024,5,16,neonatal_respiratory,4,12,0,5,0,260.0,37.0,1,none,29
6415,district_hospital,O2_0095,rural,46,0,0,0,0,none,0,0,2.4,0,2,3,49,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,1,16,severe_malaria,3,13,0,9,0,174.0,99.0,1,grid_unreliable,15
6416,district_hospital,O2_0102,rural,58,0,0,1,0,cylinder_portable,0,0,8.2,0,4,1,1,0,0,0,0,1,0,4,no_oxygen_source,2022,10,13,pneumonia_adult,5,8,0,4,0,161.0,93.0,1,grid_reliable,27
6417,district_hospital,O2_0133,peri_urban,84,0,0,0,0,oxygen_concentrator,4,2,3.2,0,5,6,12,0,0,0,0,0,0,1,concentrator_malfunction,2024,4,10,pneumonia_child,0,10,0,5,4,185.0,12.0,1,none,11
6418,district_hospital,O2_0130,peri_urban,105,0,0,0,0,oxygen_concentrator,2,0,3.8,1,3,4,0,0,1,1,0,1,1,0,not_applicable,2024,5,10,trauma,6,4,0,2,0,168.0,50.0,0,generator_only,3
6419,district_hospital,O2_0107,rural,119,0,0,0,0,oxygen_concentrator,1,0,8.6,0,4,5,18,0,0,0,0,0,0,17,power_outage,2023,3,15,severe_malaria,0,15,0,7,1,0.0,75.0,0,solar,10
6420,district_hospital,O2_0046,rural,63,0,0,0,0,cylinder_piped,0,0,2.1,0,0,4,11,0,0,0,0,0,0,29,concentrator_malfunction,2021,12,10,trauma,0,10,0,6,4,170.0,54.0,0,grid_reliable,2
6421,district_hospital,O2_0095,urban,5,0,0,0,0,none,0,0,1.4,0,3,3,12,0,1,1,0,1,1,0,not_applicable,2023,6,17,COVID19_severe,6,11,1,6,0,143.0,44.0,0,grid_unreliable,14
6422,district_hospital,O2_0079,peri_urban,34,0,0,0,0,oxygen_concentrator,5,2,0.7,0,3,5,6,0,1,1,0,0,0,14,cylinder_delivery_delay,2021,9,9,pneumonia_adult,0,9,0,4,2,234.0,42.0,0,none,24
6423,district_hospital,O2_0023,rural,36,0,0,0,0,cylinder_piped,0,0,4.4,0,4,2,15,0,1,1,0,1,1,0,not_applicable,2022,3,11,surgical_anaesthesia,7,4,0,3,0,228.0,43.0,1,grid_reliable,23
6424,district_hospital,O2_0009,peri_urban,33,0,0,0,0,none,0,0,7.0,0,3,8,3,0,0,0,0,0,0,1,funding_for_refill,2023,2,18,COVID19_severe,0,18,0,6,7,322.0,80.0,1,none,62
6425,district_hospital,O2_0148,rural,123,0,0,0,0,oxygen_concentrator,3,1,2.0,1,2,5,3,0,0,0,0,0,0,8,supplier_stockout,2024,3,10,pneumonia_adult,0,10,0,3,1,143.0,17.0,1,grid_reliable,0
6426,district_hospital,O2_0122,rural,25,0,0,0,0,PSA_plant_onsite,0,0,7.2,0,3,3,2,0,1,1,0,1,0,0,not_applicable,2024,2,9,COVID19_severe,4,5,0,3,0,135.0,12.0,1,grid_unreliable,0
6427,district_hospital,O2_0119,rural,42,0,0,0,0,cylinder_portable,0,0,7.4,0,4,7,18,0,1,1,1,0,0,16,funding_for_refill,2023,11,8,surgical_anaesthesia,0,8,0,3,2,286.0,8.0,0,grid_unreliable,2
6428,district_hospital,O2_0101,peri_urban,70,0,0,0,0,oxygen_concentrator,3,0,15.9,0,2,5,66,0,0,0,0,1,1,0,not_applicable,2023,5,5,asthma_severe,2,3,1,1,0,301.0,105.0,0,none,10
6429,district_hospital,O2_0060,peri_urban,102,0,0,0,0,oxygen_concentrator,1,0,0.0,0,4,4,1,0,1,1,0,1,1,9,concentrator_malfunction,2022,12,11,sepsis,6,5,0,0,0,221.0,42.0,1,generator_only,39
6430,district_hospital,O2_0018,rural,72,0,0,0,0,cylinder_portable,0,0,4.4,0,5,3,65,0,1,1,0,1,1,0,not_applicable,2022,9,14,COVID19_severe,3,11,1,7,0,335.0,48.0,0,none,9
6431,district_hospital,O2_0051,peri_urban,12,0,0,0,0,oxygen_concentrator,1,0,0.4,0,4,5,18,0,1,1,0,1,0,0,not_applicable,2024,11,17,trauma,10,7,0,3,0,142.0,69.0,1,grid_unreliable,1
6432,district_hospital,O2_0043,rural,43,0,1,0,0,none,4,2,2.2,1,2,5,0,0,0,0,0,1,0,13,power_outage,2023,6,21,severe_malaria,10,11,0,3,0,204.0,11.0,0,grid_unreliable,4
6433,district_hospital,O2_0169,rural,36,0,0,0,0,cylinder_piped,0,0,2.1,0,3,3,5,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,7,11,pneumonia_adult,0,11,0,5,1,149.0,7.0,1,generator_only,10
6434,district_hospital,O2_0091,urban,83,0,0,1,0,cylinder_piped,0,0,14.9,0,1,7,36,0,0,0,0,0,0,12,concentrator_malfunction,2022,3,13,pneumonia_child,0,13,0,5,4,180.0,42.0,0,grid_unreliable,56
6435,district_hospital,O2_0073,rural,133,0,0,0,0,oxygen_concentrator,0,0,1.9,0,1,5,8,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,11,20,severe_malaria,11,9,0,3,0,252.0,20.0,1,grid_unreliable,12
6436,district_hospital,O2_0140,urban,58,0,0,0,0,cylinder_piped,0,0,4.5,0,2,5,24,0,1,1,1,1,1,0,not_applicable,2024,1,18,neonatal_respiratory,4,14,0,6,0,166.0,8.0,0,grid_unreliable,14
6437,district_hospital,O2_0156,urban,100,0,0,0,0,cylinder_portable,1,0,2.0,0,2,10,36,0,0,0,0,0,0,29,cylinder_delivery_delay,2021,8,9,sepsis,0,9,0,3,3,146.0,44.0,1,grid_unreliable,6
6438,district_hospital,O2_0065,rural,41,0,1,0,0,cylinder_portable,0,0,4.4,0,4,5,17,0,0,0,0,1,1,8,power_outage,2023,8,13,severe_malaria,5,8,1,3,0,323.0,21.0,0,grid_unreliable,8
6439,district_hospital,O2_0194,rural,5,0,0,0,0,cylinder_portable,2,0,4.5,0,3,5,1,0,0,0,0,1,1,0,not_applicable,2024,1,12,heart_failure,5,7,1,4,0,336.0,35.0,0,grid_unreliable,0
6440,district_hospital,O2_0160,urban,113,0,0,0,0,cylinder_portable,2,1,7.2,0,2,0,0,0,0,0,0,1,1,2,cylinder_delivery_delay,2024,3,7,neonatal_respiratory,1,6,0,2,0,79.0,42.0,1,solar,7
6441,district_hospital,O2_0123,rural,118,0,0,0,0,LOX_bulk_tank,0,0,6.6,0,4,0,19,0,0,0,0,1,0,0,not_applicable,2023,2,10,pneumonia_child,3,7,0,5,0,92.0,102.0,0,grid_reliable,15
6442,district_hospital,O2_0067,urban,128,1,0,0,0,oxygen_concentrator,2,1,6.2,0,3,4,22,0,0,0,0,0,0,26,cylinder_delivery_delay,2023,6,14,other_hypoxemia,0,14,0,7,7,131.0,88.0,0,generator_only,20
6443,district_hospital,O2_0001,rural,76,0,0,1,0,oxygen_concentrator,1,0,17.7,0,1,5,28,0,0,0,0,0,0,11,piping_system_leak,2024,10,6,pneumonia_child,0,6,0,4,1,162.0,113.0,0,none,3
6444,district_hospital,O2_0033,peri_urban,5,0,0,0,0,cylinder_portable,0,0,5.2,0,3,3,47,0,0,0,0,1,1,0,not_applicable,2023,6,12,asthma_severe,4,8,0,4,0,149.0,19.0,0,grid_unreliable,13
6445,district_hospital,O2_0123,peri_urban,117,0,0,0,0,cylinder_portable,0,0,2.4,0,4,7,36,0,0,0,0,1,1,0,not_applicable,2022,11,8,COVID19_severe,4,4,0,3,0,117.0,12.0,0,grid_unreliable,11
6446,district_hospital,O2_0098,urban,38,0,0,0,0,oxygen_concentrator,4,1,4.0,0,0,3,4,0,0,0,0,1,1,0,not_applicable,2021,12,14,other_hypoxemia,6,8,0,2,0,175.0,70.0,0,none,8
6447,district_hospital,O2_0013,urban,23,0,0,0,0,cylinder_portable,0,0,2.1,0,4,5,0,0,1,0,0,0,0,8,power_outage,2022,4,10,surgical_anaesthesia,0,10,0,6,1,220.0,6.0,0,none,6
6448,district_hospital,O2_0083,peri_urban,96,0,0,0,0,oxygen_concentrator,2,0,7.0,0,1,6,13,0,1,0,0,0,0,17,piping_system_leak,2023,2,14,sepsis,0,14,0,6,4,440.0,14.0,1,solar,19
6449,district_hospital,O2_0104,peri_urban,57,0,0,0,0,cylinder_portable,0,0,2.0,1,3,4,4,0,0,0,0,1,1,0,not_applicable,2021,6,13,neonatal_respiratory,6,7,1,3,0,297.0,32.0,1,none,10
6450,district_hospital,O2_0077,peri_urban,112,0,0,0,0,LOX_bulk_tank,0,0,12.0,0,4,4,18,0,1,1,0,0,0,17,demand_surge,2024,5,5,pneumonia_adult,0,5,0,2,0,333.0,60.0,0,none,0
6451,district_hospital,O2_0047,rural,34,0,0,0,0,cylinder_portable,0,0,3.1,0,2,4,9,0,0,0,0,0,0,2,concentrator_malfunction,2023,2,17,COPD_exacerbation,0,17,0,8,8,190.0,10.0,1,solar,6
6452,district_hospital,O2_0149,rural,65,0,0,0,0,oxygen_concentrator,2,1,0.7,0,0,4,1,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,2,7,COVID19_severe,0,7,0,4,1,255.0,3.0,0,grid_unreliable,16
6453,district_hospital,O2_0026,rural,78,0,1,0,0,oxygen_concentrator,4,1,5.9,0,4,2,21,0,1,0,0,1,1,0,not_applicable,2022,12,11,trauma,4,7,0,2,0,317.0,21.0,0,solar,3
6454,district_hospital,O2_0028,rural,105,0,0,0,0,oxygen_concentrator,2,1,1.1,0,2,1,12,0,0,0,0,1,1,0,not_applicable,2024,7,10,neonatal_respiratory,5,5,1,3,0,230.0,8.0,1,grid_reliable,51
6455,district_hospital,O2_0050,urban,108,0,0,0,0,oxygen_concentrator,1,0,6.1,1,4,3,12,0,1,1,0,0,0,25,concentrator_malfunction,2022,7,7,heart_failure,0,7,0,4,2,249.0,6.0,0,none,3
6456,district_hospital,O2_0126,peri_urban,46,0,0,0,0,none,1,0,15.5,0,3,2,5,0,0,0,0,0,0,15,cylinder_delivery_delay,2024,6,7,pneumonia_adult,0,7,0,4,3,263.0,44.0,1,none,9
6457,district_hospital,O2_0009,urban,105,0,0,0,0,oxygen_concentrator,3,0,6.6,0,2,5,62,0,0,0,0,1,1,7,demand_surge,2022,12,10,pneumonia_child,9,1,0,0,0,267.0,179.0,1,grid_unreliable,16
6458,district_hospital,O2_0194,rural,5,0,0,0,0,cylinder_piped,3,0,11.7,0,0,4,22,0,1,0,0,1,0,0,not_applicable,2023,10,22,COVID19_severe,9,13,1,5,0,306.0,39.0,0,solar,24
6459,district_hospital,O2_0025,rural,54,0,0,0,0,oxygen_concentrator,1,0,4.0,0,3,3,22,0,0,0,0,0,0,1,funding_for_refill,2024,12,14,COPD_exacerbation,0,14,0,10,4,165.0,16.0,0,grid_unreliable,3
6460,district_hospital,O2_0058,rural,30,0,0,0,1,none,1,0,3.3,1,1,5,14,0,0,0,0,1,0,5,empty_cylinders_not_collected,2023,9,16,pneumonia_adult,4,12,1,8,0,132.0,7.0,1,grid_unreliable,13
6461,district_hospital,O2_0114,peri_urban,79,1,0,0,0,cylinder_portable,3,2,8.2,0,4,4,5,0,1,0,0,1,1,0,not_applicable,2021,7,12,surgical_anaesthesia,7,5,1,1,0,193.0,95.0,0,none,15
6462,district_hospital,O2_0142,rural,117,0,0,0,0,PSA_plant_onsite,2,1,13.5,0,3,6,0,1,1,0,0,1,0,0,not_applicable,2023,12,8,pneumonia_adult,4,4,0,1,0,116.0,60.0,1,grid_unreliable,23
6463,district_hospital,O2_0094,peri_urban,149,0,0,0,1,oxygen_concentrator,1,0,1.4,1,2,4,8,0,1,0,0,0,0,11,cylinder_delivery_delay,2021,6,17,pneumonia_adult,0,17,0,8,3,47.0,15.0,1,solar,33
6464,district_hospital,O2_0196,peri_urban,70,0,0,0,0,none,0,0,6.5,0,4,1,7,0,0,0,0,0,0,23,power_outage,2023,5,13,surgical_anaesthesia,0,13,0,5,6,314.0,21.0,1,grid_reliable,5
6465,district_hospital,O2_0127,rural,32,0,0,0,0,cylinder_portable,1,0,1.1,0,0,6,29,0,1,1,0,1,1,0,not_applicable,2022,4,13,neonatal_respiratory,8,5,0,2,0,190.0,26.0,1,grid_unreliable,11
6466,district_hospital,O2_0192,peri_urban,5,0,0,0,0,cylinder_portable,0,0,0.2,0,2,8,12,0,0,0,0,1,0,1,funding_for_refill,2022,12,15,neonatal_respiratory,8,7,0,3,0,150.0,41.0,1,none,13
6467,district_hospital,O2_0147,peri_urban,18,0,0,0,0,cylinder_piped,0,0,3.7,0,1,5,13,0,0,0,0,0,0,6,concentrator_malfunction,2024,2,6,asthma_severe,0,6,0,2,0,154.0,4.0,1,solar,9
6468,district_hospital,O2_0140,rural,92,0,0,0,0,cylinder_portable,0,0,0.8,0,7,4,28,0,0,0,0,0,0,3,concentrator_malfunction,2024,12,10,trauma,0,10,0,5,3,217.0,13.0,1,none,1
6469,district_hospital,O2_0112,rural,12,0,1,0,0,PSA_plant_onsite,0,0,0.8,0,3,3,6,1,1,1,1,1,1,0,not_applicable,2023,12,10,heart_failure,5,5,1,3,0,190.0,64.0,1,grid_reliable,4
6470,district_hospital,O2_0100,urban,5,0,0,0,0,cylinder_portable,0,0,13.9,0,3,5,21,0,0,0,0,1,1,0,not_applicable,2022,12,19,COVID19_severe,9,10,0,1,0,196.0,20.0,1,grid_unreliable,0
6471,district_hospital,O2_0082,rural,122,0,0,0,1,none,3,1,1.7,1,5,3,44,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,7,12,heart_failure,0,12,0,6,2,334.0,59.0,0,grid_reliable,1
6472,district_hospital,O2_0052,urban,89,1,0,0,0,none,2,1,10.7,0,4,2,4,0,1,0,0,1,1,0,not_applicable,2024,2,15,pneumonia_child,7,8,1,0,0,255.0,86.0,0,solar,1
6473,district_hospital,O2_0026,urban,99,0,0,0,0,oxygen_concentrator,3,0,1.7,0,0,2,18,0,1,0,0,0,0,13,PSA_plant_breakdown,2021,12,15,other_hypoxemia,0,15,0,6,7,117.0,41.0,0,solar,6
6474,district_hospital,O2_0084,peri_urban,6,0,0,0,0,oxygen_concentrator,0,0,2.0,1,4,3,70,0,0,0,0,0,0,14,funding_for_refill,2024,9,17,pneumonia_adult,0,17,0,7,5,265.0,16.0,0,none,24
6475,district_hospital,O2_0063,urban,61,0,0,0,0,none,0,0,9.8,0,6,5,5,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,4,19,sepsis,0,19,0,6,5,233.0,105.0,1,grid_unreliable,14
6476,district_hospital,O2_0036,rural,102,0,0,0,0,cylinder_piped,0,0,2.4,0,2,4,9,0,0,0,0,1,1,0,not_applicable,2022,2,12,trauma,6,6,1,3,0,184.0,155.0,1,grid_unreliable,2
6477,district_hospital,O2_0036,rural,24,0,0,0,0,cylinder_portable,0,0,7.3,0,5,7,27,0,1,0,0,0,0,16,empty_cylinders_not_collected,2021,7,14,trauma,0,14,0,9,3,242.0,8.0,0,none,12
6478,district_hospital,O2_0029,urban,25,0,0,1,0,oxygen_concentrator,3,1,1.1,0,4,6,17,0,0,0,0,1,1,0,not_applicable,2024,12,14,other_hypoxemia,4,10,1,5,0,138.0,135.0,0,generator_only,17
6479,district_hospital,O2_0062,peri_urban,116,0,0,0,0,none,0,0,5.0,0,3,4,41,0,1,0,0,0,0,30,empty_cylinders_not_collected,2021,1,12,pneumonia_adult,0,12,0,3,4,0.0,22.0,0,generator_only,6
6480,district_hospital,O2_0046,urban,66,0,0,0,1,oxygen_concentrator,2,0,7.0,1,1,0,4,0,0,0,0,0,0,1,concentrator_malfunction,2023,4,7,COVID19_severe,0,7,0,3,0,294.0,4.0,0,none,18
6481,district_hospital,O2_0167,peri_urban,86,0,0,0,0,cylinder_piped,0,0,6.2,0,2,7,72,0,1,0,0,0,0,13,concentrator_malfunction,2024,7,10,COVID19_severe,0,10,0,4,4,247.0,1.0,0,generator_only,60
6482,district_hospital,O2_0024,urban,60,0,0,0,0,oxygen_concentrator,0,0,5.6,0,4,6,19,0,1,0,0,1,0,1,funding_for_refill,2024,9,15,surgical_anaesthesia,4,11,1,4,0,98.0,106.0,0,grid_reliable,21
6483,district_hospital,O2_0074,peri_urban,21,0,0,0,0,oxygen_concentrator,1,0,2.4,1,3,4,14,0,0,0,0,1,1,0,not_applicable,2022,6,2,trauma,0,2,0,1,0,245.0,15.0,1,grid_unreliable,1
6484,district_hospital,O2_0195,peri_urban,51,0,0,0,0,cylinder_portable,1,0,4.4,0,2,3,22,0,0,0,0,1,1,2,concentrator_malfunction,2023,12,12,pneumonia_adult,8,4,0,1,0,216.0,64.0,0,solar,3
6485,district_hospital,O2_0082,peri_urban,42,0,0,0,0,none,0,0,5.9,0,3,6,12,0,0,0,0,0,0,5,funding_for_refill,2022,8,10,pneumonia_child,0,10,0,6,5,193.0,149.0,1,grid_unreliable,0
6486,district_hospital,O2_0189,rural,82,0,0,0,0,oxygen_concentrator,1,0,3.1,0,2,6,51,0,1,1,0,1,1,0,not_applicable,2024,12,12,neonatal_respiratory,4,8,1,3,0,271.0,72.0,1,generator_only,15
6487,district_hospital,O2_0179,urban,60,0,0,0,0,cylinder_piped,0,0,1.9,0,3,4,7,0,0,0,0,1,1,6,power_outage,2024,11,9,pneumonia_child,4,5,0,1,0,208.0,103.0,0,grid_unreliable,0
6488,district_hospital,O2_0034,peri_urban,8,0,0,0,0,oxygen_concentrator,1,0,4.9,0,2,0,4,0,1,1,0,1,0,0,not_applicable,2024,3,12,surgical_anaesthesia,1,11,0,4,0,158.0,74.0,0,solar,8
6489,district_hospital,O2_0126,rural,140,0,0,0,0,oxygen_concentrator,2,0,4.3,0,3,3,17,0,0,0,0,0,0,22,cylinder_delivery_delay,2023,10,9,pneumonia_child,0,9,0,5,2,243.0,22.0,0,grid_unreliable,22
6490,district_hospital,O2_0127,peri_urban,41,0,0,0,0,cylinder_portable,0,0,2.5,0,4,5,30,0,1,1,1,0,0,28,regulator_valve_failure,2022,3,12,pneumonia_adult,0,12,0,4,2,354.0,18.0,0,generator_only,28
6491,district_hospital,O2_0062,rural,59,0,0,0,0,cylinder_portable,0,0,12.5,0,3,4,0,0,0,0,0,0,0,2,empty_cylinders_not_collected,2022,7,17,COPD_exacerbation,0,17,0,9,4,212.0,54.0,0,grid_unreliable,23
6492,district_hospital,O2_0162,urban,59,0,0,0,0,cylinder_piped,3,1,1.6,0,5,1,44,0,0,0,0,0,0,12,regulator_valve_failure,2024,10,9,trauma,0,9,0,3,4,312.0,90.0,0,generator_only,15
6493,district_hospital,O2_0076,peri_urban,22,0,0,0,0,oxygen_concentrator,4,1,9.5,0,2,2,4,0,0,0,0,0,0,22,cylinder_delivery_delay,2023,1,11,COVID19_severe,0,11,0,4,3,108.0,7.0,0,none,26
6494,district_hospital,O2_0018,rural,61,0,0,0,0,LOX_bulk_tank,0,0,23.0,0,1,3,16,0,0,0,0,1,0,1,power_outage,2023,10,13,severe_malaria,5,8,1,4,0,181.0,113.0,1,solar,47
6495,district_hospital,O2_0181,rural,91,0,0,0,0,cylinder_portable,0,0,2.3,1,1,4,4,0,0,0,0,0,0,17,concentrator_malfunction,2022,4,7,other_hypoxemia,0,7,0,3,1,132.0,0.0,0,grid_unreliable,0
6496,district_hospital,O2_0128,peri_urban,79,0,0,1,0,none,3,1,10.8,0,2,2,14,0,1,0,0,1,0,0,not_applicable,2024,9,11,heart_failure,8,3,1,1,0,235.0,35.0,0,grid_unreliable,57
6497,district_hospital,O2_0128,peri_urban,52,0,0,0,0,none,0,0,1.6,0,1,2,7,0,0,0,0,0,0,1,power_outage,2024,8,15,COPD_exacerbation,0,15,0,5,4,146.0,27.0,0,generator_only,20
6498,district_hospital,O2_0101,urban,79,0,0,0,0,oxygen_concentrator,5,2,4.3,0,4,3,13,0,0,0,0,1,1,0,not_applicable,2023,3,11,pneumonia_child,7,4,1,3,0,74.0,23.0,0,solar,35
6499,district_hospital,O2_0076,rural,64,0,0,0,0,cylinder_portable,0,0,7.1,0,1,6,77,0,0,0,0,0,0,13,concentrator_malfunction,2022,5,12,asthma_severe,0,12,0,6,5,244.0,82.0,0,generator_only,7
6500,district_hospital,O2_0091,urban,155,0,0,0,0,cylinder_portable,0,0,3.2,1,3,3,32,0,0,0,0,0,0,14,cylinder_delivery_delay,2024,1,11,COVID19_severe,0,11,0,5,3,120.0,31.0,0,grid_unreliable,0
6501,district_hospital,O2_0146,peri_urban,98,0,0,0,0,cylinder_portable,0,0,1.5,0,3,5,15,0,1,0,0,1,1,0,not_applicable,2024,10,6,severe_malaria,3,3,0,0,0,144.0,12.0,1,grid_unreliable,8
6502,district_hospital,O2_0030,peri_urban,62,1,0,0,0,oxygen_concentrator,0,0,12.1,0,4,6,12,0,1,0,0,1,0,13,power_outage,2021,10,17,trauma,9,8,1,4,0,265.0,45.0,0,grid_reliable,23
6503,district_hospital,O2_0004,peri_urban,29,0,0,0,0,oxygen_concentrator,2,0,1.4,0,2,1,6,0,0,0,0,1,1,0,not_applicable,2023,10,9,pneumonia_child,3,6,1,5,0,215.0,5.0,1,grid_reliable,16
6504,district_hospital,O2_0017,urban,73,0,0,0,0,LOX_bulk_tank,4,3,5.1,0,4,6,10,0,1,0,0,1,1,0,not_applicable,2023,6,12,pneumonia_adult,2,10,0,5,0,333.0,65.0,1,none,16
6505,district_hospital,O2_0083,peri_urban,65,0,0,0,0,cylinder_portable,0,0,0.0,0,4,3,9,0,0,0,0,1,1,4,cylinder_delivery_delay,2023,10,16,surgical_anaesthesia,7,9,0,4,0,120.0,115.0,0,grid_unreliable,13
6506,district_hospital,O2_0185,peri_urban,41,0,0,0,0,oxygen_concentrator,2,1,5.4,0,3,7,5,0,1,1,0,0,0,6,supplier_stockout,2024,3,14,trauma,0,14,0,6,2,187.0,42.0,1,grid_unreliable,20
6507,district_hospital,O2_0026,rural,53,0,0,0,0,cylinder_piped,0,0,7.1,0,4,3,4,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,1,10,COPD_exacerbation,0,10,0,3,4,263.0,16.0,0,solar,10
6508,district_hospital,O2_0049,rural,114,0,0,0,0,none,3,1,5.4,0,1,5,14,0,0,0,0,1,1,3,power_outage,2022,7,13,other_hypoxemia,6,7,1,2,0,133.0,55.0,1,generator_only,1
6509,district_hospital,O2_0014,urban,62,0,0,0,0,oxygen_concentrator,5,2,9.7,0,4,3,52,0,0,0,0,1,0,0,not_applicable,2021,3,20,severe_malaria,6,14,0,7,0,272.0,129.0,0,grid_unreliable,5
6510,district_hospital,O2_0104,rural,103,0,0,1,0,oxygen_concentrator,3,1,6.5,0,0,5,17,0,1,0,0,1,0,0,not_applicable,2023,7,7,surgical_anaesthesia,4,3,0,0,0,240.0,130.0,0,none,0
6511,district_hospital,O2_0014,peri_urban,75,0,0,0,0,none,2,0,0.5,1,3,4,37,0,1,1,0,1,1,0,not_applicable,2024,10,12,pneumonia_child,3,9,1,3,0,197.0,46.0,1,grid_unreliable,37
6512,district_hospital,O2_0020,peri_urban,82,0,0,0,0,oxygen_concentrator,4,1,2.0,1,6,2,16,0,0,0,0,1,0,0,not_applicable,2024,1,17,pneumonia_child,8,9,1,6,0,229.0,10.0,1,solar,8
6513,district_hospital,O2_0063,rural,114,0,0,0,0,LOX_bulk_tank,0,0,1.6,0,1,1,17,0,0,0,0,1,0,0,not_applicable,2022,4,12,neonatal_respiratory,7,5,1,3,0,186.0,21.0,0,none,21
6514,district_hospital,O2_0097,rural,29,0,0,0,0,cylinder_piped,0,0,2.0,0,2,7,3,0,0,0,0,0,0,1,power_outage,2024,1,9,pneumonia_child,0,9,0,5,1,142.0,3.0,0,grid_unreliable,2
6515,district_hospital,O2_0170,rural,60,0,0,0,0,cylinder_portable,0,0,8.1,0,2,2,0,0,0,0,0,0,0,11,no_oxygen_source,2022,6,14,pneumonia_child,0,14,0,7,4,218.0,11.0,1,grid_unreliable,1
6516,district_hospital,O2_0044,peri_urban,30,0,0,1,0,oxygen_concentrator,2,0,4.4,0,0,1,24,0,0,0,0,1,1,15,cylinder_delivery_delay,2022,2,13,pneumonia_child,4,9,0,6,0,119.0,63.0,1,none,18
6517,district_hospital,O2_0111,peri_urban,92,0,0,0,0,cylinder_portable,0,0,0.0,0,2,3,1,0,1,0,0,1,0,0,not_applicable,2024,4,15,pneumonia_child,10,5,0,3,0,167.0,5.0,0,generator_only,4
6518,district_hospital,O2_0107,peri_urban,62,0,0,0,0,oxygen_concentrator,2,0,0.2,0,3,5,28,0,0,0,0,1,1,0,not_applicable,2022,8,7,neonatal_respiratory,4,3,0,0,0,294.0,173.0,1,none,51
6519,district_hospital,O2_0175,peri_urban,48,0,0,0,0,none,0,0,10.8,0,0,7,0,0,1,0,0,0,0,6,power_outage,2022,9,15,COVID19_severe,0,15,0,9,6,305.0,2.0,1,grid_unreliable,24
6520,district_hospital,O2_0190,peri_urban,73,0,0,0,0,LOX_bulk_tank,0,0,12.5,0,3,5,9,0,0,0,0,0,0,13,concentrator_malfunction,2022,3,12,neonatal_respiratory,0,12,0,6,2,180.0,49.0,1,solar,2
6521,district_hospital,O2_0196,rural,45,0,0,0,1,cylinder_portable,0,0,8.4,1,2,3,8,0,0,0,0,1,1,0,not_applicable,2021,10,11,neonatal_respiratory,5,6,0,3,0,208.0,44.0,1,grid_reliable,4
6522,district_hospital,O2_0105,peri_urban,71,0,0,0,0,oxygen_concentrator,1,0,5.6,0,2,9,7,0,0,0,0,1,0,0,not_applicable,2022,6,8,sepsis,5,3,1,1,0,175.0,14.0,1,grid_unreliable,20
6523,district_hospital,O2_0055,urban,89,0,0,0,0,oxygen_concentrator,4,0,1.5,0,3,4,7,0,0,0,0,1,0,0,not_applicable,2023,2,14,trauma,7,7,1,5,0,249.0,17.0,1,grid_unreliable,3
6524,district_hospital,O2_0173,urban,61,0,0,0,0,cylinder_piped,0,0,2.0,0,3,3,4,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,6,12,COPD_exacerbation,0,12,0,5,1,0.0,0.0,1,grid_unreliable,0
6525,district_hospital,O2_0005,rural,92,0,0,0,0,oxygen_concentrator,2,1,1.4,0,2,4,72,0,1,0,0,1,1,0,not_applicable,2024,5,15,other_hypoxemia,6,9,1,4,0,254.0,37.0,0,none,21
6526,district_hospital,O2_0024,urban,51,0,0,0,0,oxygen_concentrator,1,0,2.6,1,2,6,18,0,0,0,0,0,0,3,PSA_plant_breakdown,2021,10,14,other_hypoxemia,0,14,0,7,2,294.0,27.0,0,solar,4
6527,district_hospital,O2_0147,urban,57,0,0,0,0,oxygen_concentrator,1,0,2.3,0,3,2,36,0,0,0,0,1,0,1,concentrator_malfunction,2022,4,16,pneumonia_child,8,8,0,3,0,159.0,56.0,0,solar,2
6528,district_hospital,O2_0120,urban,52,0,0,0,0,none,0,0,5.3,0,3,2,50,0,0,0,0,0,0,26,power_outage,2023,8,19,pneumonia_child,0,19,0,10,3,140.0,172.0,0,grid_unreliable,1
6529,district_hospital,O2_0140,rural,5,0,0,0,1,oxygen_concentrator,2,0,3.1,1,6,2,37,0,0,0,0,1,1,0,not_applicable,2024,3,13,pneumonia_child,6,7,1,1,0,254.0,60.0,0,grid_unreliable,3
6530,district_hospital,O2_0013,urban,41,0,0,0,0,cylinder_portable,0,0,3.3,0,2,4,39,0,1,0,0,1,0,0,not_applicable,2022,2,8,neonatal_respiratory,4,4,0,2,0,35.0,32.0,0,grid_unreliable,11
6531,district_hospital,O2_0031,rural,145,0,0,0,0,oxygen_concentrator,2,0,5.2,0,2,4,104,0,1,0,0,1,1,0,not_applicable,2024,6,12,neonatal_respiratory,6,6,1,4,0,206.0,1.0,1,generator_only,3
6532,district_hospital,O2_0085,urban,72,0,0,0,0,LOX_bulk_tank,0,0,0.1,0,2,1,5,0,0,0,0,0,0,14,power_outage,2024,4,17,pneumonia_child,0,17,0,11,3,325.0,7.0,1,grid_reliable,9
6533,district_hospital,O2_0096,urban,24,0,0,1,0,cylinder_portable,0,0,15.6,0,4,4,28,0,1,0,0,1,0,0,not_applicable,2023,6,12,pneumonia_adult,5,7,0,4,0,80.0,19.0,1,grid_unreliable,4
6534,district_hospital,O2_0095,peri_urban,86,0,1,1,0,oxygen_concentrator,1,0,1.4,0,1,5,31,0,1,0,0,0,0,4,cylinder_delivery_delay,2024,6,18,asthma_severe,0,18,0,8,8,338.0,50.0,1,generator_only,25
6535,district_hospital,O2_0167,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.6,0,3,3,27,0,0,0,0,0,0,3,power_outage,2022,6,12,trauma,0,12,0,4,4,217.0,15.0,1,generator_only,2
6536,district_hospital,O2_0139,peri_urban,28,0,0,0,0,oxygen_concentrator,0,0,1.2,0,5,3,61,0,0,0,0,0,0,16,concentrator_malfunction,2023,6,12,sepsis,0,12,0,8,3,163.0,10.0,0,none,6
6537,district_hospital,O2_0009,peri_urban,21,0,0,0,0,oxygen_concentrator,0,0,9.5,0,4,8,1,0,1,1,1,0,0,5,supplier_stockout,2024,2,16,other_hypoxemia,0,16,0,4,7,199.0,7.0,0,grid_unreliable,14
6538,district_hospital,O2_0151,rural,46,0,0,0,0,cylinder_portable,0,0,2.3,0,2,4,55,0,0,0,0,1,1,2,concentrator_malfunction,2023,5,8,heart_failure,4,4,1,2,0,122.0,10.0,0,solar,5
6539,district_hospital,O2_0036,peri_urban,52,0,1,0,0,oxygen_concentrator,1,0,0.2,0,1,3,3,0,1,0,0,1,1,0,not_applicable,2023,10,19,pneumonia_adult,7,12,0,4,0,326.0,54.0,1,grid_reliable,7
6540,district_hospital,O2_0093,rural,100,0,0,0,0,none,0,0,1.1,0,2,5,52,0,1,1,1,0,0,30,cylinder_delivery_delay,2024,7,10,neonatal_respiratory,0,10,0,2,3,239.0,59.0,0,grid_unreliable,13
6541,district_hospital,O2_0157,peri_urban,12,0,0,0,0,cylinder_portable,0,0,3.5,0,4,4,9,0,1,0,0,0,0,7,empty_cylinders_not_collected,2021,12,14,COVID19_severe,0,14,0,7,3,280.0,63.0,1,grid_reliable,25
6542,district_hospital,O2_0037,rural,36,0,0,0,0,oxygen_concentrator,4,2,12.5,0,4,6,1,0,0,0,0,1,1,0,not_applicable,2023,4,8,pneumonia_child,3,5,0,2,0,206.0,102.0,0,generator_only,8
6543,district_hospital,O2_0137,rural,71,0,0,0,0,none,0,0,2.2,0,7,3,0,0,0,0,0,0,0,6,no_oxygen_source,2023,6,7,neonatal_respiratory,0,7,0,2,3,117.0,45.0,1,none,1
6544,district_hospital,O2_0174,rural,13,0,0,0,0,none,0,0,7.3,0,5,6,16,0,1,0,0,1,0,0,not_applicable,2024,4,18,pneumonia_child,6,12,0,5,0,223.0,24.0,1,grid_unreliable,21
6545,district_hospital,O2_0190,peri_urban,5,0,0,0,0,oxygen_concentrator,3,0,4.2,0,0,1,62,0,0,0,0,1,1,0,not_applicable,2023,8,17,severe_malaria,6,11,0,7,0,383.0,62.0,0,none,45
6546,district_hospital,O2_0156,rural,31,0,0,0,0,none,0,0,0.9,0,4,6,19,0,0,0,0,0,0,1,supplier_stockout,2023,8,18,other_hypoxemia,0,18,0,8,4,319.0,24.0,0,solar,26
6547,district_hospital,O2_0129,peri_urban,20,0,0,0,0,cylinder_portable,0,0,0.9,0,6,3,32,0,0,0,0,0,0,4,cylinder_delivery_delay,2022,8,9,sepsis,0,9,0,4,2,191.0,33.0,0,grid_unreliable,19
6548,district_hospital,O2_0142,peri_urban,19,0,0,0,0,cylinder_portable,0,0,2.9,0,3,5,13,0,0,0,0,1,1,0,not_applicable,2022,5,9,asthma_severe,5,4,1,2,0,166.0,101.0,0,grid_unreliable,1
6549,district_hospital,O2_0194,rural,31,0,0,0,1,oxygen_concentrator,1,0,5.2,1,0,6,20,0,1,0,0,0,0,6,cylinder_delivery_delay,2024,12,19,COPD_exacerbation,0,19,0,4,4,261.0,59.0,0,grid_unreliable,12
6550,district_hospital,O2_0134,peri_urban,40,0,0,0,0,oxygen_concentrator,1,0,3.4,0,4,6,70,0,0,0,0,0,0,21,demand_surge,2024,9,8,pneumonia_child,0,8,0,2,0,103.0,23.0,1,solar,12
6551,district_hospital,O2_0154,rural,79,0,0,0,1,oxygen_concentrator,1,0,7.0,1,3,3,9,0,0,0,0,1,1,0,not_applicable,2024,6,14,severe_malaria,6,8,0,2,0,208.0,17.0,0,none,5
6552,district_hospital,O2_0060,urban,91,0,1,0,0,LOX_bulk_tank,0,0,20.4,0,9,3,2,0,0,0,0,0,0,5,concentrator_malfunction,2024,5,13,pneumonia_adult,0,13,0,2,3,239.0,1.0,0,grid_unreliable,13
6553,district_hospital,O2_0059,urban,5,0,0,0,0,oxygen_concentrator,2,0,10.0,1,3,5,25,0,0,0,0,1,1,0,not_applicable,2021,10,11,neonatal_respiratory,4,7,1,3,0,143.0,5.0,0,grid_unreliable,48
6554,district_hospital,O2_0190,peri_urban,5,0,0,0,0,none,0,0,10.5,0,1,3,0,0,0,0,0,1,0,0,not_applicable,2024,11,13,neonatal_respiratory,8,5,0,4,0,190.0,145.0,1,generator_only,4
6555,district_hospital,O2_0151,rural,119,0,1,0,0,oxygen_concentrator,2,0,1.9,1,4,5,4,0,0,0,0,1,1,0,not_applicable,2021,10,20,neonatal_respiratory,6,14,0,7,0,60.0,25.0,0,generator_only,15
6556,district_hospital,O2_0060,rural,42,0,0,0,0,oxygen_concentrator,3,2,10.2,0,5,3,3,0,1,0,0,1,1,0,not_applicable,2023,9,18,sepsis,8,10,0,4,0,193.0,117.0,0,generator_only,3
6557,district_hospital,O2_0087,urban,64,0,0,0,0,LOX_bulk_tank,2,1,5.1,0,5,6,13,0,0,0,0,0,0,13,cylinder_delivery_delay,2024,1,7,pneumonia_child,0,7,0,2,2,174.0,26.0,0,grid_unreliable,0
6558,district_hospital,O2_0188,peri_urban,86,0,0,0,0,cylinder_portable,0,0,0.4,0,4,8,2,0,1,0,0,0,0,4,demand_surge,2023,9,6,pneumonia_child,0,6,0,1,2,244.0,70.0,0,grid_unreliable,0
6559,district_hospital,O2_0192,rural,5,0,0,0,0,oxygen_concentrator,1,0,0.9,0,4,2,26,0,0,0,0,0,0,6,power_outage,2022,4,11,pneumonia_child,0,11,0,5,5,130.0,36.0,1,solar,9
6560,district_hospital,O2_0171,peri_urban,22,0,0,1,0,cylinder_portable,0,0,6.1,0,1,5,21,0,0,0,0,1,1,0,not_applicable,2021,4,12,asthma_severe,7,5,0,1,0,110.0,65.0,0,none,7
6561,district_hospital,O2_0149,rural,59,0,0,0,0,oxygen_concentrator,5,1,15.2,0,5,2,10,0,0,0,0,1,1,0,not_applicable,2023,10,8,neonatal_respiratory,4,4,1,3,0,194.0,85.0,0,none,14
6562,district_hospital,O2_0157,urban,5,0,0,0,0,oxygen_concentrator,1,0,14.0,0,2,6,44,0,1,0,0,0,0,17,PSA_plant_breakdown,2024,3,10,pneumonia_child,0,10,0,3,3,168.0,32.0,0,grid_reliable,1
6563,district_hospital,O2_0057,peri_urban,115,0,0,1,0,oxygen_concentrator,3,1,5.0,0,3,6,0,0,0,0,0,0,0,30,concentrator_malfunction,2023,8,10,neonatal_respiratory,0,10,0,6,4,233.0,40.0,1,grid_unreliable,3
6564,district_hospital,O2_0038,rural,54,0,0,1,0,cylinder_portable,0,0,6.6,0,3,7,18,0,0,0,0,0,0,15,power_outage,2024,3,7,COVID19_severe,0,7,0,4,1,94.0,9.0,0,none,9
6565,district_hospital,O2_0126,rural,51,0,1,0,0,cylinder_portable,0,0,2.4,0,1,4,22,0,1,0,0,0,0,4,concentrator_malfunction,2022,1,17,severe_malaria,0,17,0,5,1,201.0,47.0,1,grid_unreliable,14
6566,district_hospital,O2_0117,peri_urban,48,0,1,0,0,cylinder_portable,0,0,14.2,0,2,4,12,0,0,0,0,0,0,11,PSA_plant_breakdown,2024,1,14,sepsis,0,14,0,5,4,115.0,39.0,0,grid_unreliable,11
6567,district_hospital,O2_0092,peri_urban,118,0,0,0,0,oxygen_concentrator,1,0,15.1,0,3,4,67,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,1,17,COPD_exacerbation,0,17,0,8,4,167.0,57.0,0,solar,7
6568,district_hospital,O2_0038,urban,71,0,0,0,0,oxygen_concentrator,3,0,19.8,0,5,9,2,0,0,0,0,1,1,0,not_applicable,2022,6,16,COVID19_severe,7,9,0,5,0,291.0,29.0,0,solar,9
6569,district_hospital,O2_0180,peri_urban,14,0,0,0,0,cylinder_portable,0,0,10.9,1,2,2,14,0,0,0,0,0,0,25,cylinder_delivery_delay,2024,12,8,COVID19_severe,0,8,0,2,4,269.0,24.0,0,none,17
6570,district_hospital,O2_0120,rural,41,0,0,0,1,cylinder_portable,3,1,1.5,1,1,7,6,0,0,0,0,0,0,30,no_oxygen_source,2024,6,11,neonatal_respiratory,0,11,0,8,2,145.0,49.0,1,none,5
6571,district_hospital,O2_0064,urban,5,0,0,0,0,cylinder_portable,0,0,20.8,1,2,6,21,0,1,1,1,1,0,0,not_applicable,2023,5,15,COPD_exacerbation,4,11,0,4,0,58.0,149.0,0,grid_unreliable,4
6572,district_hospital,O2_0173,peri_urban,34,0,0,1,0,cylinder_portable,0,0,7.4,0,2,2,3,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,8,14,pneumonia_child,0,14,0,5,4,250.0,128.0,1,grid_reliable,21
6573,district_hospital,O2_0002,rural,37,0,0,1,0,cylinder_portable,0,0,0.0,0,2,5,28,0,0,0,0,0,0,13,funding_for_refill,2022,9,12,heart_failure,0,12,0,8,2,162.0,34.0,0,grid_unreliable,13
6574,district_hospital,O2_0124,rural,77,0,0,1,0,cylinder_portable,0,0,1.6,0,3,1,3,0,1,1,1,1,1,2,cylinder_delivery_delay,2022,5,10,sepsis,5,5,1,1,0,282.0,4.0,0,solar,4
6575,district_hospital,O2_0195,urban,138,0,0,0,0,none,0,0,8.7,0,2,2,26,0,1,0,0,1,1,0,not_applicable,2024,3,8,neonatal_respiratory,4,4,1,3,0,168.0,12.0,1,none,5
6576,district_hospital,O2_0140,urban,5,0,0,1,0,oxygen_concentrator,1,0,6.1,0,1,4,14,0,1,1,1,0,0,3,no_oxygen_source,2021,2,13,pneumonia_child,0,13,0,8,4,208.0,18.0,0,grid_unreliable,7
6577,district_hospital,O2_0156,urban,31,0,0,0,0,oxygen_concentrator,3,1,1.3,0,4,5,52,0,1,0,0,1,0,0,not_applicable,2021,3,11,surgical_anaesthesia,4,7,1,3,0,290.0,6.0,0,generator_only,37
6578,district_hospital,O2_0093,urban,54,0,0,0,0,cylinder_piped,3,1,2.8,0,2,6,94,0,0,0,0,0,0,1,funding_for_refill,2023,11,6,COPD_exacerbation,0,6,0,3,2,65.0,26.0,0,solar,1
6579,district_hospital,O2_0131,rural,85,0,0,0,0,cylinder_portable,0,0,0.1,0,2,8,60,0,0,0,0,0,0,10,funding_for_refill,2021,8,13,neonatal_respiratory,0,13,0,7,6,210.0,61.0,0,none,22
6580,district_hospital,O2_0004,rural,12,0,0,0,0,cylinder_portable,0,0,0.1,0,2,2,8,0,0,0,0,1,1,0,not_applicable,2024,12,8,asthma_severe,3,5,1,4,0,152.0,90.0,1,grid_reliable,0
6581,district_hospital,O2_0001,rural,40,0,0,0,0,oxygen_concentrator,0,0,1.9,0,6,4,7,0,0,0,0,0,0,5,power_outage,2023,8,8,severe_malaria,0,8,0,4,1,279.0,65.0,0,grid_unreliable,12
6582,district_hospital,O2_0059,urban,85,0,0,0,0,oxygen_concentrator,1,0,4.1,0,0,4,9,0,1,1,0,0,0,1,funding_for_refill,2024,9,18,trauma,0,18,0,5,5,140.0,27.0,1,none,4
6583,district_hospital,O2_0072,urban,38,0,0,0,0,none,0,0,9.8,0,4,2,2,0,0,0,0,1,0,0,not_applicable,2022,8,17,other_hypoxemia,3,14,0,5,0,151.0,48.0,1,none,5
6584,district_hospital,O2_0182,rural,5,0,0,0,0,oxygen_concentrator,1,0,2.4,0,3,2,6,0,0,0,0,0,0,18,empty_cylinders_not_collected,2023,8,16,pneumonia_child,0,16,0,5,5,154.0,20.0,1,solar,3
6585,district_hospital,O2_0095,peri_urban,35,0,0,0,0,oxygen_concentrator,2,0,0.9,0,1,2,9,0,1,1,0,1,1,0,not_applicable,2024,4,12,pneumonia_adult,8,4,0,1,0,240.0,190.0,1,none,7
6586,district_hospital,O2_0158,urban,5,0,0,0,0,cylinder_portable,0,0,4.5,1,3,2,8,0,0,0,0,0,0,11,empty_cylinders_not_collected,2023,7,7,asthma_severe,0,7,0,2,1,95.0,178.0,1,none,0
6587,district_hospital,O2_0052,urban,9,0,0,1,0,none,0,0,6.2,0,4,3,0,0,1,0,0,1,0,0,not_applicable,2024,1,17,trauma,0,17,0,8,0,169.0,39.0,1,generator_only,3
6588,district_hospital,O2_0105,peri_urban,107,0,0,0,0,oxygen_concentrator,2,0,1.6,0,3,4,22,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,5,15,neonatal_respiratory,0,15,0,9,6,221.0,31.0,1,grid_unreliable,15
6589,district_hospital,O2_0197,urban,37,0,0,0,0,cylinder_piped,0,0,1.9,0,6,3,13,0,0,0,0,1,1,0,not_applicable,2023,2,14,severe_malaria,4,10,0,3,0,257.0,8.0,1,grid_unreliable,1
6590,district_hospital,O2_0041,rural,37,0,1,0,0,cylinder_portable,0,0,6.6,0,1,5,12,0,0,0,0,0,0,3,supplier_stockout,2022,1,10,COVID19_severe,0,10,0,5,4,202.0,153.0,0,none,2
6591,district_hospital,O2_0192,rural,62,0,0,0,0,oxygen_concentrator,1,0,1.5,0,2,3,8,0,0,0,0,0,0,15,supplier_stockout,2022,9,15,other_hypoxemia,0,15,0,3,3,279.0,10.0,1,solar,4
6592,district_hospital,O2_0013,peri_urban,97,0,0,0,0,oxygen_concentrator,1,0,18.3,0,2,6,5,0,0,0,0,0,0,18,empty_cylinders_not_collected,2023,1,7,surgical_anaesthesia,0,7,0,2,2,221.0,102.0,0,none,87
6593,district_hospital,O2_0130,urban,73,0,0,0,0,oxygen_concentrator,1,0,0.9,0,3,3,27,0,0,0,0,1,1,0,not_applicable,2024,12,8,trauma,1,7,0,1,0,251.0,112.0,0,solar,2
6594,district_hospital,O2_0197,peri_urban,92,0,1,0,0,cylinder_piped,0,0,7.8,0,2,3,19,0,0,0,0,1,1,0,not_applicable,2021,8,14,severe_malaria,5,9,1,6,0,293.0,94.0,1,grid_unreliable,9
6595,district_hospital,O2_0034,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,3.8,1,2,4,17,0,1,0,0,1,1,0,not_applicable,2022,2,10,COPD_exacerbation,9,1,1,0,0,283.0,221.0,1,grid_unreliable,36
6596,district_hospital,O2_0033,peri_urban,40,0,0,0,0,oxygen_concentrator,1,0,3.4,0,5,3,50,0,1,1,1,0,0,5,cylinder_delivery_delay,2022,9,11,pneumonia_child,0,11,0,6,3,176.0,6.0,0,grid_unreliable,3
6597,district_hospital,O2_0060,peri_urban,100,0,0,0,0,oxygen_concentrator,1,0,1.2,1,1,0,29,0,0,0,0,1,1,2,cylinder_delivery_delay,2023,8,12,pneumonia_adult,3,9,1,4,0,35.0,19.0,1,grid_unreliable,25
6598,district_hospital,O2_0121,peri_urban,24,0,0,0,0,oxygen_concentrator,1,0,4.5,0,5,1,40,0,0,0,0,1,0,0,not_applicable,2024,4,9,pneumonia_child,1,8,0,2,0,236.0,144.0,0,grid_unreliable,1
6599,district_hospital,O2_0074,peri_urban,46,0,0,0,0,cylinder_portable,1,0,5.9,0,2,4,17,0,1,1,0,1,1,0,not_applicable,2023,3,12,COPD_exacerbation,7,5,0,1,0,60.0,23.0,0,none,57
6600,district_hospital,O2_0062,peri_urban,47,0,0,0,0,cylinder_piped,0,0,3.8,0,6,2,0,0,0,0,0,1,0,0,not_applicable,2023,6,10,pneumonia_child,2,8,0,5,0,102.0,31.0,0,grid_unreliable,4
6601,district_hospital,O2_0152,peri_urban,61,0,0,0,0,cylinder_portable,2,1,4.3,0,3,6,4,0,1,0,0,1,1,0,not_applicable,2023,8,13,COVID19_severe,2,11,0,7,0,199.0,7.0,0,none,37
6602,district_hospital,O2_0137,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,2.7,1,4,0,6,0,0,0,0,1,0,0,not_applicable,2021,9,12,severe_malaria,4,8,0,2,0,192.0,28.0,1,generator_only,23
6603,district_hospital,O2_0014,rural,101,0,0,0,0,cylinder_portable,0,0,4.8,0,4,3,16,0,0,0,0,0,0,19,demand_surge,2024,7,13,neonatal_respiratory,0,13,0,6,0,100.0,87.0,1,grid_reliable,13
6604,district_hospital,O2_0187,peri_urban,93,0,0,0,0,none,0,0,0.8,0,4,8,47,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,9,10,pneumonia_adult,6,4,0,2,0,134.0,83.0,1,generator_only,15
6605,district_hospital,O2_0011,urban,47,0,0,0,0,PSA_plant_onsite,3,2,3.3,0,2,0,5,1,0,0,0,1,1,0,not_applicable,2023,7,15,severe_malaria,9,6,0,4,0,299.0,8.0,0,solar,4
6606,district_hospital,O2_0047,rural,104,0,0,0,0,cylinder_portable,0,0,6.5,0,0,5,21,0,0,0,0,0,0,27,cylinder_delivery_delay,2022,6,15,COVID19_severe,0,15,0,11,3,266.0,61.0,1,generator_only,13
6607,district_hospital,O2_0062,peri_urban,102,0,0,0,0,cylinder_piped,0,0,3.3,0,2,3,33,0,0,0,0,0,0,4,power_outage,2024,9,13,heart_failure,0,13,0,7,3,202.0,151.0,0,grid_unreliable,1
6608,district_hospital,O2_0143,peri_urban,78,0,0,0,0,LOX_bulk_tank,0,0,4.1,0,2,4,1,0,0,0,0,0,0,11,power_outage,2024,7,8,pneumonia_child,0,8,0,4,1,144.0,7.0,1,grid_reliable,7
6609,district_hospital,O2_0171,rural,5,0,0,0,0,oxygen_concentrator,4,2,3.4,0,5,3,8,0,0,0,0,0,0,6,funding_for_refill,2023,10,7,COVID19_severe,0,7,0,3,0,306.0,13.0,1,none,1
6610,district_hospital,O2_0053,peri_urban,40,0,0,0,0,cylinder_portable,0,0,2.4,0,2,7,2,0,0,0,0,1,1,0,not_applicable,2022,8,11,heart_failure,4,7,0,2,0,339.0,1.0,1,grid_unreliable,12
6611,district_hospital,O2_0140,urban,28,0,0,0,0,cylinder_portable,0,0,0.0,0,0,1,13,0,1,1,1,0,0,2,cylinder_delivery_delay,2021,10,9,trauma,0,9,0,4,1,223.0,198.0,1,solar,1
6612,district_hospital,O2_0123,peri_urban,92,0,0,0,0,cylinder_piped,0,0,14.7,0,3,4,26,0,1,0,0,0,0,3,demand_surge,2023,8,11,pneumonia_child,0,11,0,2,3,205.0,141.0,0,none,14
6613,district_hospital,O2_0185,rural,53,0,1,0,0,LOX_bulk_tank,0,0,1.4,0,2,4,31,0,1,1,0,0,0,4,concentrator_malfunction,2021,4,11,surgical_anaesthesia,0,11,0,7,4,197.0,16.0,0,generator_only,21
6614,district_hospital,O2_0039,urban,71,0,0,0,0,cylinder_portable,4,1,1.5,0,5,3,24,0,0,0,0,1,1,0,not_applicable,2023,10,5,neonatal_respiratory,2,3,1,2,0,210.0,30.0,1,generator_only,2
6615,district_hospital,O2_0104,urban,58,0,0,0,0,cylinder_portable,0,0,0.9,1,2,5,0,0,0,0,0,1,1,15,cylinder_delivery_delay,2024,4,12,severe_malaria,6,6,0,3,0,264.0,10.0,1,solar,10
6616,district_hospital,O2_0179,peri_urban,15,0,0,0,0,cylinder_piped,0,0,17.9,1,1,7,5,0,0,0,0,0,0,23,empty_cylinders_not_collected,2022,9,10,COPD_exacerbation,0,10,0,6,1,318.0,105.0,1,solar,5
6617,district_hospital,O2_0199,urban,65,0,0,0,0,cylinder_portable,0,0,2.1,0,2,2,22,0,1,0,0,0,0,15,cylinder_delivery_delay,2022,3,15,neonatal_respiratory,0,15,0,4,4,62.0,217.0,1,grid_reliable,8
6618,district_hospital,O2_0145,rural,52,0,0,0,0,oxygen_concentrator,1,0,2.6,0,2,6,12,0,0,0,0,0,0,20,concentrator_malfunction,2022,10,11,neonatal_respiratory,0,11,0,6,4,113.0,160.0,0,grid_unreliable,1
6619,district_hospital,O2_0131,peri_urban,68,0,0,0,0,oxygen_concentrator,1,0,2.7,0,3,1,26,0,1,0,0,1,0,0,not_applicable,2023,4,5,other_hypoxemia,2,3,1,2,0,203.0,31.0,0,grid_unreliable,17
6620,district_hospital,O2_0180,urban,5,0,0,0,0,LOX_bulk_tank,2,0,3.2,0,5,4,13,0,0,0,0,1,0,15,PSA_plant_breakdown,2023,1,16,pneumonia_adult,8,8,1,5,0,130.0,58.0,0,solar,0
6621,district_hospital,O2_0100,peri_urban,34,0,0,0,0,cylinder_piped,0,0,0.4,0,2,1,36,0,0,0,0,1,1,0,not_applicable,2022,3,21,COPD_exacerbation,7,14,1,5,0,179.0,76.0,0,solar,3
6622,district_hospital,O2_0081,rural,61,0,0,0,0,LOX_bulk_tank,0,0,0.6,0,2,3,32,0,1,1,0,1,1,0,not_applicable,2023,4,15,COPD_exacerbation,4,11,1,4,0,166.0,77.0,0,solar,36
6623,district_hospital,O2_0112,rural,113,0,0,0,0,cylinder_piped,0,0,7.3,0,0,6,11,0,1,0,0,1,1,0,not_applicable,2023,9,9,severe_malaria,2,7,1,5,0,304.0,2.0,0,generator_only,14
6624,district_hospital,O2_0059,peri_urban,121,0,0,0,0,oxygen_concentrator,1,0,0.5,0,5,3,1,0,0,0,0,0,0,10,funding_for_refill,2022,8,11,neonatal_respiratory,0,11,0,4,3,212.0,16.0,0,none,18
6625,district_hospital,O2_0104,rural,15,0,0,0,0,PSA_plant_onsite,0,0,2.6,0,0,3,23,1,0,0,0,1,0,0,not_applicable,2021,7,9,neonatal_respiratory,4,5,1,1,0,172.0,57.0,0,grid_reliable,4
6626,district_hospital,O2_0017,rural,25,0,0,0,0,cylinder_portable,0,0,3.0,0,2,8,26,0,1,0,0,0,0,30,power_outage,2022,6,15,trauma,0,15,0,8,4,204.0,27.0,1,none,3
6627,district_hospital,O2_0107,rural,80,0,0,0,0,none,1,0,0.6,0,5,0,45,0,0,0,0,0,0,9,no_oxygen_source,2023,3,9,pneumonia_child,0,9,0,5,2,65.0,14.0,0,none,0
6628,district_hospital,O2_0110,rural,138,0,1,0,0,cylinder_portable,0,0,1.0,0,4,5,19,0,1,1,0,0,0,1,empty_cylinders_not_collected,2023,5,9,asthma_severe,0,9,0,4,2,323.0,5.0,1,none,0
6629,district_hospital,O2_0166,urban,97,0,0,0,0,none,2,1,7.4,0,2,3,12,0,1,1,0,0,0,10,cylinder_delivery_delay,2023,3,11,COVID19_severe,0,11,0,4,2,190.0,81.0,1,grid_unreliable,15
6630,district_hospital,O2_0118,rural,55,0,0,1,0,oxygen_concentrator,3,0,11.2,0,2,3,5,0,0,0,0,1,1,0,not_applicable,2022,5,10,pneumonia_child,2,8,1,2,0,218.0,28.0,0,grid_unreliable,1
6631,district_hospital,O2_0048,peri_urban,105,0,0,0,0,cylinder_portable,0,0,0.1,0,2,5,10,0,0,0,0,0,0,5,empty_cylinders_not_collected,2022,6,10,heart_failure,0,10,0,2,2,253.0,7.0,0,grid_unreliable,11
6632,district_hospital,O2_0129,urban,48,0,0,0,0,none,1,0,4.2,0,7,5,81,0,0,0,0,0,0,11,cylinder_delivery_delay,2024,12,18,COPD_exacerbation,0,18,0,6,4,83.0,58.0,1,solar,7
6633,district_hospital,O2_0167,rural,41,0,0,0,0,none,0,0,3.9,1,1,3,0,0,0,0,0,1,1,0,not_applicable,2023,1,15,COVID19_severe,7,8,0,5,0,143.0,20.0,0,grid_unreliable,31
6634,district_hospital,O2_0100,rural,64,0,0,0,0,none,0,0,1.3,0,1,3,23,0,0,0,0,1,1,0,not_applicable,2022,12,11,sepsis,5,6,0,1,0,195.0,16.0,0,grid_unreliable,26
6635,district_hospital,O2_0042,peri_urban,102,0,0,0,0,cylinder_piped,0,0,0.3,0,2,3,15,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,6,17,neonatal_respiratory,0,17,0,9,1,117.0,117.0,0,grid_unreliable,17
6636,district_hospital,O2_0013,rural,6,0,0,0,0,none,3,1,7.1,0,1,5,43,0,1,0,0,1,0,0,not_applicable,2021,11,7,sepsis,2,5,0,4,0,145.0,42.0,1,none,14
6637,district_hospital,O2_0026,peri_urban,94,0,0,0,0,oxygen_concentrator,2,1,0.3,0,3,2,2,0,1,0,0,1,1,0,not_applicable,2023,7,10,trauma,6,4,0,3,0,318.0,16.0,0,grid_unreliable,9
6638,district_hospital,O2_0058,urban,113,0,0,0,0,cylinder_portable,0,0,1.3,0,2,6,13,0,1,1,0,0,0,3,PSA_plant_breakdown,2022,4,8,pneumonia_adult,0,8,0,4,4,356.0,25.0,0,grid_unreliable,51
6639,district_hospital,O2_0045,rural,157,0,0,0,0,oxygen_concentrator,0,0,4.1,0,2,7,13,0,0,0,0,1,0,0,not_applicable,2022,8,14,pneumonia_child,13,1,0,1,0,220.0,135.0,1,grid_unreliable,49
6640,district_hospital,O2_0186,rural,60,0,0,0,0,oxygen_concentrator,5,2,1.8,0,9,0,31,0,0,0,0,0,0,1,funding_for_refill,2024,12,9,pneumonia_child,0,9,0,3,4,162.0,41.0,0,generator_only,3
6641,district_hospital,O2_0175,peri_urban,29,0,0,0,0,cylinder_portable,2,0,0.1,0,7,3,3,0,0,0,0,0,0,11,cylinder_delivery_delay,2023,9,5,pneumonia_child,0,5,0,3,1,228.0,69.0,0,generator_only,13
6642,district_hospital,O2_0189,rural,22,0,0,0,0,oxygen_concentrator,4,0,2.0,0,3,4,5,0,1,0,0,1,0,0,not_applicable,2024,12,11,neonatal_respiratory,4,7,0,3,0,179.0,79.0,0,solar,33
6643,district_hospital,O2_0122,urban,162,0,0,0,0,cylinder_portable,2,0,0.2,0,1,6,9,0,1,1,0,1,1,0,not_applicable,2022,3,7,surgical_anaesthesia,4,3,1,1,0,111.0,18.0,0,solar,7
6644,district_hospital,O2_0183,rural,90,0,0,0,0,cylinder_piped,0,0,7.8,0,7,4,64,0,1,1,0,1,1,6,no_oxygen_source,2022,11,11,COVID19_severe,2,9,0,6,0,165.0,41.0,1,grid_unreliable,22
6645,district_hospital,O2_0188,rural,160,0,0,0,0,oxygen_concentrator,1,0,0.1,0,2,3,5,0,0,0,0,1,0,1,power_outage,2022,5,11,pneumonia_child,4,7,1,4,0,169.0,4.0,0,solar,24
6646,district_hospital,O2_0066,rural,25,0,0,0,0,cylinder_portable,0,0,3.3,0,4,1,83,0,0,0,0,1,0,2,concentrator_malfunction,2023,11,10,pneumonia_child,3,7,0,3,0,303.0,34.0,0,none,4
6647,district_hospital,O2_0100,peri_urban,38,0,0,0,0,cylinder_portable,0,0,3.9,1,8,5,3,0,1,0,0,0,0,28,funding_for_refill,2024,6,11,heart_failure,0,11,0,4,2,159.0,55.0,1,none,15
6648,district_hospital,O2_0037,rural,15,0,0,0,0,cylinder_piped,0,0,3.7,0,1,2,26,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,5,7,asthma_severe,0,7,0,4,4,37.0,54.0,0,grid_unreliable,2
6649,district_hospital,O2_0080,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,14.8,0,3,3,14,0,0,0,0,1,0,0,not_applicable,2024,3,9,pneumonia_adult,1,8,0,4,0,322.0,168.0,0,grid_unreliable,15
6650,district_hospital,O2_0130,rural,5,0,0,0,0,cylinder_portable,0,0,0.5,0,7,4,41,0,1,0,0,0,0,6,no_oxygen_source,2022,10,15,pneumonia_adult,0,15,0,6,10,279.0,53.0,0,grid_reliable,0
6651,district_hospital,O2_0066,peri_urban,81,0,0,0,0,none,0,0,9.9,0,4,12,41,0,0,0,0,0,0,1,funding_for_refill,2021,4,6,COVID19_severe,0,6,0,2,2,170.0,54.0,0,grid_reliable,27
6652,district_hospital,O2_0179,rural,27,0,0,0,0,cylinder_piped,0,0,12.5,0,2,7,21,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,6,11,pneumonia_adult,0,11,0,7,3,224.0,89.0,1,none,14
6653,district_hospital,O2_0080,peri_urban,89,0,0,0,0,oxygen_concentrator,1,0,4.8,0,7,4,16,0,0,0,0,1,0,0,not_applicable,2024,4,3,severe_malaria,1,2,0,1,0,192.0,4.0,0,none,2
6654,district_hospital,O2_0008,peri_urban,116,0,0,0,0,cylinder_portable,0,0,1.8,0,5,4,9,0,0,0,0,0,0,1,funding_for_refill,2024,5,14,severe_malaria,0,14,0,6,5,220.0,68.0,1,grid_reliable,40
6655,district_hospital,O2_0175,rural,59,0,0,0,0,cylinder_piped,0,0,6.8,1,1,0,84,0,1,0,0,1,0,0,not_applicable,2021,8,13,surgical_anaesthesia,4,9,0,3,0,154.0,126.0,1,generator_only,3
6656,district_hospital,O2_0172,rural,25,0,0,0,0,cylinder_portable,0,0,0.5,0,6,9,5,0,0,0,0,1,1,0,not_applicable,2023,9,20,sepsis,8,12,1,7,0,154.0,60.0,0,none,16
6657,district_hospital,O2_0149,rural,5,1,0,0,1,oxygen_concentrator,1,0,12.6,1,5,5,20,0,0,0,0,1,1,0,not_applicable,2022,6,9,heart_failure,4,5,1,4,0,118.0,40.0,0,generator_only,6
6658,district_hospital,O2_0148,rural,58,0,0,0,0,none,0,0,7.5,1,5,6,24,0,0,0,0,1,1,15,demand_surge,2022,11,11,neonatal_respiratory,4,7,0,2,0,364.0,35.0,1,none,13
6659,district_hospital,O2_0085,rural,55,0,0,0,0,cylinder_piped,0,0,8.3,0,1,2,36,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,2,12,other_hypoxemia,0,12,0,3,0,231.0,11.0,1,none,1
6660,district_hospital,O2_0008,rural,18,0,1,0,0,cylinder_portable,0,0,3.3,0,2,2,40,0,1,0,0,0,0,6,concentrator_malfunction,2022,2,5,trauma,0,5,0,1,1,106.0,27.0,1,none,3
6661,district_hospital,O2_0041,rural,24,0,0,0,0,none,0,0,0.2,0,1,1,2,0,1,0,0,1,1,0,not_applicable,2024,1,9,surgical_anaesthesia,5,4,1,3,0,137.0,35.0,1,none,47
6662,district_hospital,O2_0150,rural,102,0,0,1,0,cylinder_portable,1,0,0.2,0,4,6,9,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,12,14,pneumonia_child,0,14,0,4,1,157.0,0.0,1,none,1
6663,district_hospital,O2_0045,rural,70,0,0,0,0,cylinder_piped,0,0,3.8,1,5,9,8,0,0,0,0,0,0,22,concentrator_malfunction,2022,7,14,pneumonia_adult,0,14,0,7,8,150.0,26.0,1,grid_unreliable,0
6664,district_hospital,O2_0027,peri_urban,19,0,0,0,0,oxygen_concentrator,4,0,0.5,0,2,5,20,0,0,0,0,1,0,0,not_applicable,2021,6,11,severe_malaria,5,6,1,3,0,199.0,54.0,1,grid_unreliable,32
6665,district_hospital,O2_0174,rural,37,0,0,0,0,oxygen_concentrator,2,0,2.3,0,2,2,27,0,1,0,0,0,0,4,cylinder_delivery_delay,2023,11,16,COVID19_severe,0,16,0,6,0,250.0,3.0,0,none,9
6666,district_hospital,O2_0100,urban,58,0,0,0,0,cylinder_piped,0,0,7.0,0,5,7,44,0,0,0,0,1,0,0,not_applicable,2022,2,15,pneumonia_child,7,8,0,5,0,209.0,34.0,1,grid_unreliable,4
6667,district_hospital,O2_0026,urban,63,0,0,0,0,PSA_plant_onsite,0,0,1.9,0,3,4,7,1,0,0,0,0,0,6,concentrator_malfunction,2024,4,18,trauma,0,18,0,6,9,153.0,89.0,0,solar,25
6668,district_hospital,O2_0108,rural,44,0,0,0,0,cylinder_portable,0,0,0.7,1,1,2,17,0,0,0,0,0,0,18,cylinder_delivery_delay,2023,5,22,COPD_exacerbation,0,22,0,7,8,131.0,92.0,0,grid_reliable,1
6669,district_hospital,O2_0035,rural,5,0,0,0,0,none,0,0,1.5,0,7,3,2,0,0,0,0,1,0,0,not_applicable,2022,10,10,pneumonia_adult,2,8,0,5,0,247.0,23.0,0,generator_only,17
6670,district_hospital,O2_0090,rural,48,0,0,0,0,cylinder_portable,0,0,9.6,0,2,3,1,0,1,1,1,0,0,6,empty_cylinders_not_collected,2022,6,14,surgical_anaesthesia,0,14,0,4,1,255.0,4.0,0,grid_unreliable,0
6671,district_hospital,O2_0111,rural,44,0,0,0,0,oxygen_concentrator,1,0,5.8,0,1,3,17,0,1,0,0,0,0,6,power_outage,2023,12,15,neonatal_respiratory,0,15,0,8,8,141.0,16.0,1,grid_unreliable,25
6672,district_hospital,O2_0133,rural,98,0,0,1,0,none,0,0,0.1,0,1,2,26,0,0,0,0,1,1,0,not_applicable,2023,7,14,pneumonia_child,6,8,1,3,0,331.0,29.0,1,grid_unreliable,28
6673,district_hospital,O2_0175,rural,137,0,0,0,0,none,0,0,2.5,0,1,4,12,0,0,0,0,1,1,0,not_applicable,2022,8,8,pneumonia_adult,2,6,1,3,0,167.0,100.0,0,grid_unreliable,24
6674,district_hospital,O2_0080,peri_urban,24,0,0,0,0,none,4,2,7.6,0,7,6,0,0,1,1,1,1,0,0,not_applicable,2022,4,10,COVID19_severe,4,6,1,1,0,294.0,112.0,0,solar,28
6675,district_hospital,O2_0081,peri_urban,26,0,0,1,0,cylinder_piped,0,0,1.2,0,5,5,0,0,0,0,0,1,1,6,regulator_valve_failure,2021,11,11,pneumonia_adult,5,6,1,2,0,286.0,60.0,0,grid_unreliable,21
6676,district_hospital,O2_0091,peri_urban,69,0,0,0,0,oxygen_concentrator,0,0,0.0,0,2,1,43,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,4,16,neonatal_respiratory,0,16,0,9,3,246.0,38.0,1,none,37
6677,district_hospital,O2_0014,peri_urban,50,0,0,0,0,oxygen_concentrator,6,1,2.3,0,4,4,86,0,1,1,0,1,1,0,not_applicable,2022,12,13,neonatal_respiratory,5,8,1,3,0,184.0,46.0,0,grid_unreliable,1
6678,district_hospital,O2_0174,rural,70,0,0,0,0,none,0,0,17.9,0,6,4,7,0,0,0,0,0,0,5,concentrator_malfunction,2023,11,9,sepsis,0,9,0,5,3,122.0,44.0,0,none,36
6679,district_hospital,O2_0015,peri_urban,20,0,0,0,0,cylinder_piped,0,0,17.4,0,4,3,3,0,0,0,0,1,1,0,not_applicable,2021,4,10,surgical_anaesthesia,5,5,1,4,0,226.0,22.0,0,grid_reliable,14
6680,district_hospital,O2_0083,rural,22,0,0,0,0,cylinder_piped,0,0,15.8,0,3,6,12,0,1,1,0,1,1,0,not_applicable,2021,6,8,severe_malaria,5,3,0,1,0,218.0,8.0,0,none,6
6681,district_hospital,O2_0129,rural,22,0,0,0,0,cylinder_portable,0,0,4.4,1,3,6,24,0,0,0,0,1,1,0,not_applicable,2023,12,12,asthma_severe,8,4,0,2,0,154.0,5.0,0,grid_unreliable,0
6682,district_hospital,O2_0108,peri_urban,5,0,0,0,0,oxygen_concentrator,2,1,3.4,0,3,4,46,0,0,0,0,1,0,0,not_applicable,2024,3,14,trauma,5,9,0,4,0,117.0,40.0,0,grid_reliable,13
6683,district_hospital,O2_0036,rural,73,0,0,0,0,oxygen_concentrator,0,0,1.5,0,6,1,5,0,0,0,0,1,0,0,not_applicable,2022,7,13,neonatal_respiratory,6,7,0,3,0,221.0,43.0,1,none,9
6684,district_hospital,O2_0184,peri_urban,23,0,0,0,0,oxygen_concentrator,1,0,0.5,0,0,5,19,0,0,0,0,0,0,6,power_outage,2022,9,23,pneumonia_child,0,23,0,7,8,63.0,24.0,0,grid_unreliable,9
6685,district_hospital,O2_0034,rural,6,0,0,0,0,oxygen_concentrator,1,0,8.2,0,4,4,22,0,0,0,0,1,1,0,not_applicable,2023,11,8,other_hypoxemia,4,4,1,2,0,125.0,53.0,1,grid_unreliable,23
6686,district_hospital,O2_0142,peri_urban,28,0,0,0,0,oxygen_concentrator,3,1,10.4,0,4,8,108,0,0,0,0,1,0,0,not_applicable,2022,8,9,heart_failure,4,5,0,4,0,141.0,64.0,0,generator_only,10
6687,district_hospital,O2_0010,rural,45,0,0,0,0,cylinder_portable,0,0,0.1,0,2,5,6,0,1,1,0,0,0,19,concentrator_malfunction,2023,9,10,surgical_anaesthesia,0,10,0,3,1,72.0,30.0,0,grid_unreliable,1
6688,district_hospital,O2_0181,peri_urban,80,0,0,0,0,oxygen_concentrator,1,0,1.3,0,5,4,34,0,1,1,1,0,0,22,demand_surge,2023,11,7,COVID19_severe,0,7,0,5,2,284.0,1.0,1,grid_unreliable,41
6689,district_hospital,O2_0121,rural,72,0,0,0,0,PSA_plant_onsite,0,0,8.5,1,3,5,4,1,0,0,0,1,1,0,not_applicable,2022,4,11,COPD_exacerbation,4,7,0,4,0,169.0,35.0,0,grid_unreliable,8
6690,district_hospital,O2_0059,rural,102,0,0,0,0,cylinder_portable,0,0,5.9,0,5,8,24,0,0,0,0,1,0,0,not_applicable,2022,10,16,COPD_exacerbation,6,10,1,5,0,119.0,30.0,0,grid_unreliable,3
6691,district_hospital,O2_0100,rural,116,0,0,0,0,cylinder_portable,0,0,2.9,0,6,4,14,0,0,0,0,0,0,28,empty_cylinders_not_collected,2021,2,6,pneumonia_child,0,6,0,1,0,205.0,4.0,0,grid_unreliable,21
6692,district_hospital,O2_0175,rural,16,0,0,0,0,oxygen_concentrator,3,2,5.0,0,4,2,3,0,1,0,0,0,0,1,power_outage,2022,7,15,sepsis,0,15,0,7,5,194.0,90.0,0,none,30
6693,district_hospital,O2_0186,peri_urban,122,0,0,0,1,none,0,0,6.2,1,2,7,31,0,1,1,0,0,0,4,power_outage,2024,4,17,neonatal_respiratory,0,17,0,9,9,88.0,58.0,0,none,0
6694,district_hospital,O2_0132,peri_urban,56,0,0,0,0,oxygen_concentrator,1,0,0.7,0,0,1,18,0,1,1,0,1,0,0,not_applicable,2024,3,10,severe_malaria,3,7,0,3,0,167.0,9.0,0,solar,14
6695,district_hospital,O2_0167,urban,37,0,0,0,0,oxygen_concentrator,2,1,5.3,0,2,5,39,0,1,0,0,1,1,0,not_applicable,2022,9,11,asthma_severe,4,7,0,4,0,54.0,5.0,0,grid_reliable,20
6696,district_hospital,O2_0178,peri_urban,67,0,0,0,0,cylinder_portable,0,0,1.1,0,1,6,4,0,1,0,0,1,1,0,not_applicable,2023,7,10,pneumonia_adult,4,6,1,2,0,116.0,48.0,1,none,9
6697,district_hospital,O2_0163,peri_urban,89,0,0,1,0,cylinder_portable,0,0,0.5,1,2,3,44,0,0,0,0,1,1,0,not_applicable,2022,4,8,heart_failure,5,3,0,3,0,222.0,6.0,0,generator_only,16
6698,district_hospital,O2_0030,rural,5,0,0,0,0,cylinder_portable,0,0,26.4,0,2,4,19,0,0,0,0,0,0,22,power_outage,2024,11,17,asthma_severe,0,17,0,5,7,319.0,19.0,1,none,3
6699,district_hospital,O2_0158,urban,65,0,0,0,0,PSA_plant_onsite,0,0,7.1,0,6,2,53,1,0,0,0,1,0,0,not_applicable,2024,5,14,COPD_exacerbation,3,11,0,2,0,314.0,3.0,0,none,39
6700,district_hospital,O2_0148,rural,104,0,0,0,0,oxygen_concentrator,0,0,4.0,0,4,5,18,0,1,0,0,0,0,24,cylinder_delivery_delay,2022,1,16,surgical_anaesthesia,0,16,0,8,6,147.0,6.0,0,grid_unreliable,13
6701,district_hospital,O2_0104,urban,53,0,0,0,0,cylinder_portable,0,0,8.1,0,2,4,4,0,0,0,0,0,0,30,concentrator_malfunction,2024,8,13,neonatal_respiratory,0,13,0,7,2,76.0,29.0,1,solar,5
6702,district_hospital,O2_0075,rural,57,0,0,0,1,none,0,0,2.6,1,3,4,25,0,0,0,0,1,1,0,not_applicable,2022,4,15,pneumonia_adult,9,6,1,3,0,209.0,18.0,0,grid_unreliable,9
6703,district_hospital,O2_0020,urban,108,0,0,0,0,oxygen_concentrator,2,0,2.7,0,3,1,44,0,0,0,0,0,0,8,cylinder_delivery_delay,2021,7,17,pneumonia_child,0,17,0,8,7,269.0,18.0,0,none,14
6704,district_hospital,O2_0159,peri_urban,5,0,0,0,0,cylinder_portable,0,0,3.1,0,5,3,13,0,0,0,0,1,0,0,not_applicable,2022,6,15,pneumonia_adult,4,11,1,5,0,224.0,42.0,0,none,64
6705,district_hospital,O2_0068,rural,39,0,0,0,0,cylinder_piped,0,0,6.6,0,5,5,36,0,0,0,0,1,1,0,not_applicable,2024,9,13,asthma_severe,7,6,0,1,0,165.0,29.0,1,generator_only,19
6706,district_hospital,O2_0086,rural,45,0,0,0,0,oxygen_concentrator,2,0,0.2,1,2,4,37,0,0,0,0,0,0,8,empty_cylinders_not_collected,2022,4,11,heart_failure,0,11,0,5,1,191.0,61.0,0,grid_reliable,6
6707,district_hospital,O2_0031,urban,7,0,0,0,0,cylinder_portable,4,1,0.2,0,3,2,6,0,0,0,0,1,0,0,not_applicable,2023,10,15,severe_malaria,8,7,0,1,0,330.0,20.0,0,none,12
6708,district_hospital,O2_0049,rural,30,0,0,0,0,oxygen_concentrator,2,0,18.9,0,7,2,14,0,0,0,0,0,0,12,cylinder_delivery_delay,2024,8,11,surgical_anaesthesia,0,11,0,6,0,278.0,38.0,0,grid_unreliable,19
6709,district_hospital,O2_0137,peri_urban,60,0,0,0,0,oxygen_concentrator,2,0,1.1,0,5,5,4,0,0,0,0,0,0,2,no_oxygen_source,2024,5,12,neonatal_respiratory,0,12,0,5,2,84.0,75.0,1,solar,18
6710,district_hospital,O2_0175,rural,98,0,0,0,0,LOX_bulk_tank,0,0,3.9,0,3,4,17,0,1,0,0,0,0,6,funding_for_refill,2024,7,11,pneumonia_child,0,11,0,7,1,261.0,74.0,1,solar,13
6711,district_hospital,O2_0157,urban,60,0,0,0,0,LOX_bulk_tank,1,0,4.4,0,5,3,26,0,0,0,0,0,0,24,concentrator_malfunction,2023,6,14,heart_failure,0,14,0,6,2,107.0,0.0,0,grid_unreliable,44
6712,district_hospital,O2_0089,rural,26,0,0,0,0,cylinder_piped,0,0,1.3,0,1,1,52,0,1,0,0,0,0,9,cylinder_delivery_delay,2024,6,11,other_hypoxemia,0,11,0,5,4,274.0,13.0,1,grid_unreliable,19
6713,district_hospital,O2_0098,peri_urban,72,0,1,0,0,oxygen_concentrator,3,0,3.1,1,1,6,24,0,0,0,0,0,0,4,empty_cylinders_not_collected,2024,9,17,neonatal_respiratory,0,17,0,7,1,117.0,8.0,1,grid_reliable,37
6714,district_hospital,O2_0136,peri_urban,26,0,0,0,0,oxygen_concentrator,2,0,0.7,0,2,3,48,0,0,0,0,1,1,0,not_applicable,2024,2,6,surgical_anaesthesia,3,3,0,0,0,140.0,81.0,1,grid_unreliable,6
6715,district_hospital,O2_0057,rural,90,0,0,0,0,oxygen_concentrator,3,0,8.2,0,4,3,20,0,0,0,0,1,1,13,PSA_plant_breakdown,2024,9,15,COPD_exacerbation,8,7,0,3,0,46.0,49.0,0,none,2
6716,district_hospital,O2_0034,rural,5,0,0,0,0,none,0,0,0.0,1,2,2,21,0,1,1,1,0,0,3,concentrator_malfunction,2024,11,10,heart_failure,0,10,0,4,4,240.0,29.0,1,generator_only,11
6717,district_hospital,O2_0118,rural,61,0,0,0,0,none,0,0,3.3,0,5,1,40,0,0,0,0,0,0,3,funding_for_refill,2023,9,13,severe_malaria,0,13,0,4,5,217.0,12.0,0,grid_unreliable,1
6718,district_hospital,O2_0137,rural,56,0,0,0,0,none,0,0,0.8,0,0,7,24,0,0,0,0,0,0,28,power_outage,2022,10,9,COVID19_severe,0,9,0,4,2,296.0,11.0,0,grid_reliable,15
6719,district_hospital,O2_0117,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,2.4,0,4,2,3,0,0,0,0,0,0,13,no_oxygen_source,2022,7,11,severe_malaria,0,11,0,6,6,204.0,28.0,0,grid_unreliable,0
6720,district_hospital,O2_0141,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.7,0,2,8,64,0,1,0,0,0,0,30,concentrator_malfunction,2023,8,15,severe_malaria,0,15,0,7,6,300.0,57.0,0,grid_unreliable,4
6721,district_hospital,O2_0054,rural,93,0,0,0,0,cylinder_piped,0,0,10.5,0,2,6,12,0,1,1,0,0,0,4,concentrator_malfunction,2021,1,12,pneumonia_child,0,12,0,4,3,166.0,1.0,0,generator_only,2
6722,district_hospital,O2_0078,peri_urban,28,0,0,0,0,LOX_bulk_tank,0,0,2.9,0,4,7,6,0,0,0,0,0,0,21,concentrator_malfunction,2023,2,16,sepsis,0,16,0,6,2,264.0,0.0,1,solar,13
6723,district_hospital,O2_0104,rural,13,0,0,0,0,cylinder_portable,0,0,2.3,0,1,3,14,0,0,0,0,1,1,0,not_applicable,2021,4,14,heart_failure,3,11,1,8,0,119.0,14.0,0,none,23
6724,district_hospital,O2_0039,urban,175,0,0,0,0,cylinder_piped,0,0,9.2,0,5,7,52,0,1,0,0,1,1,0,not_applicable,2021,10,14,neonatal_respiratory,8,6,1,4,0,14.0,55.0,1,none,9
6725,district_hospital,O2_0027,peri_urban,91,0,0,0,0,oxygen_concentrator,2,1,4.8,0,6,4,19,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,2,13,surgical_anaesthesia,0,13,0,5,5,281.0,15.0,1,grid_unreliable,2
6726,district_hospital,O2_0095,peri_urban,20,0,0,0,0,LOX_bulk_tank,0,0,0.5,0,1,5,26,0,0,0,0,1,1,6,concentrator_malfunction,2023,9,7,COVID19_severe,3,4,1,1,0,184.0,127.0,1,solar,9
6727,district_hospital,O2_0020,rural,13,0,0,0,0,oxygen_concentrator,2,1,2.4,0,1,2,1,0,0,0,0,1,1,0,not_applicable,2022,7,8,surgical_anaesthesia,3,5,0,1,0,179.0,28.0,0,none,35
6728,district_hospital,O2_0057,rural,27,0,0,0,0,none,0,0,3.0,0,1,5,3,0,1,1,1,0,0,29,PSA_plant_breakdown,2022,8,11,pneumonia_adult,0,11,0,3,3,93.0,120.0,0,grid_unreliable,7
6729,district_hospital,O2_0077,urban,37,0,0,0,0,cylinder_portable,0,0,0.5,1,5,1,31,0,0,0,0,0,0,8,cylinder_delivery_delay,2022,4,21,neonatal_respiratory,0,21,0,10,6,60.0,68.0,1,none,2
6730,district_hospital,O2_0018,rural,46,0,0,0,0,cylinder_portable,0,0,1.0,0,3,2,3,0,0,0,0,1,1,0,not_applicable,2022,1,11,surgical_anaesthesia,6,5,0,3,0,143.0,16.0,1,generator_only,0
6731,district_hospital,O2_0087,rural,5,0,0,1,0,cylinder_portable,0,0,10.8,0,1,5,36,0,1,1,0,1,1,0,not_applicable,2022,2,13,COVID19_severe,7,6,0,4,0,156.0,1.0,0,grid_unreliable,23
6732,district_hospital,O2_0072,urban,30,0,0,0,0,LOX_bulk_tank,0,0,0.3,0,1,8,3,0,0,0,0,1,1,0,not_applicable,2021,1,13,sepsis,5,8,0,5,0,177.0,109.0,1,grid_unreliable,1
6733,district_hospital,O2_0133,urban,5,0,0,0,0,oxygen_concentrator,3,1,0.7,0,5,4,26,0,0,0,0,1,1,0,not_applicable,2023,9,16,severe_malaria,5,11,0,5,0,180.0,5.0,1,grid_unreliable,23
6734,district_hospital,O2_0142,urban,89,0,0,0,0,oxygen_concentrator,1,0,7.0,1,0,2,1,0,0,0,0,0,0,8,power_outage,2023,2,20,COVID19_severe,0,20,0,12,5,195.0,69.0,1,grid_unreliable,1
6735,district_hospital,O2_0038,peri_urban,101,0,0,1,0,oxygen_concentrator,1,0,10.7,1,4,3,62,0,1,1,0,0,0,24,power_outage,2024,4,19,neonatal_respiratory,0,19,0,8,2,56.0,5.0,0,generator_only,4
6736,district_hospital,O2_0011,peri_urban,20,0,0,0,0,oxygen_concentrator,3,3,2.6,0,2,9,4,0,0,0,0,1,1,0,not_applicable,2022,7,15,surgical_anaesthesia,5,10,0,3,0,71.0,9.0,1,grid_unreliable,24
6737,district_hospital,O2_0160,rural,39,0,0,0,0,cylinder_portable,0,0,0.7,0,2,4,1,0,0,0,0,1,0,0,not_applicable,2024,2,10,COVID19_severe,3,7,1,4,0,298.0,77.0,0,grid_unreliable,8
6738,district_hospital,O2_0069,peri_urban,113,0,0,0,0,oxygen_concentrator,2,0,0.6,0,3,4,5,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,1,10,pneumonia_child,0,10,0,4,1,218.0,192.0,1,grid_unreliable,4
6739,district_hospital,O2_0140,peri_urban,35,0,0,0,0,oxygen_concentrator,3,0,12.5,0,2,3,6,0,0,0,0,1,1,0,not_applicable,2021,3,12,sepsis,2,10,1,3,0,165.0,38.0,0,grid_reliable,18
6740,district_hospital,O2_0109,peri_urban,186,0,0,0,0,PSA_plant_onsite,0,0,0.6,1,6,2,36,0,0,0,0,0,0,10,cylinder_delivery_delay,2021,10,14,neonatal_respiratory,0,14,0,10,5,91.0,122.0,0,grid_unreliable,3
6741,district_hospital,O2_0069,peri_urban,93,0,0,0,0,LOX_bulk_tank,4,0,21.1,0,7,3,14,0,1,0,0,1,1,0,not_applicable,2023,7,15,severe_malaria,9,6,1,4,0,60.0,17.0,1,grid_unreliable,53
6742,district_hospital,O2_0194,rural,98,0,1,0,1,none,3,1,0.7,1,5,7,3,0,0,0,0,1,1,0,not_applicable,2024,7,16,surgical_anaesthesia,11,5,0,0,0,272.0,9.0,0,none,2
6743,district_hospital,O2_0115,urban,45,0,0,0,0,none,0,0,11.5,0,2,8,12,0,0,0,0,0,0,14,no_oxygen_source,2024,3,15,neonatal_respiratory,0,15,0,6,3,173.0,44.0,1,none,4
6744,district_hospital,O2_0127,rural,81,0,0,0,0,cylinder_portable,0,0,16.1,0,4,8,12,0,1,0,0,0,0,20,concentrator_malfunction,2023,1,16,pneumonia_adult,0,16,0,5,4,234.0,23.0,0,grid_unreliable,20
6745,district_hospital,O2_0140,peri_urban,31,0,0,0,0,cylinder_portable,4,2,2.5,0,2,4,9,0,1,1,1,1,0,0,not_applicable,2024,6,4,pneumonia_child,1,3,0,1,0,60.0,31.0,1,grid_unreliable,8
6746,district_hospital,O2_0008,peri_urban,36,0,0,0,0,cylinder_portable,0,0,2.3,0,5,2,21,0,0,0,0,0,0,19,PSA_plant_breakdown,2022,12,12,surgical_anaesthesia,0,12,0,5,6,146.0,81.0,0,grid_unreliable,6
6747,district_hospital,O2_0019,rural,92,0,0,0,0,cylinder_portable,0,0,10.5,0,3,6,0,0,1,0,0,1,1,1,power_outage,2024,8,12,sepsis,5,7,0,4,0,290.0,13.0,0,grid_reliable,33
6748,district_hospital,O2_0071,rural,50,0,1,0,0,cylinder_portable,0,0,3.6,0,1,5,8,0,0,0,0,0,0,1,empty_cylinders_not_collected,2022,3,13,pneumonia_adult,0,13,0,5,5,234.0,21.0,0,grid_unreliable,25
6749,district_hospital,O2_0030,urban,14,0,0,0,0,oxygen_concentrator,2,1,3.1,0,5,5,6,0,0,0,0,0,0,4,power_outage,2023,5,11,pneumonia_child,0,11,0,4,5,126.0,40.0,1,grid_unreliable,11
6750,district_hospital,O2_0119,urban,36,0,0,0,0,none,0,0,2.9,0,3,1,42,0,0,0,0,1,1,6,power_outage,2023,5,12,trauma,1,11,1,4,0,259.0,27.0,0,grid_unreliable,50
6751,district_hospital,O2_0069,rural,55,0,0,0,0,cylinder_portable,3,0,4.1,0,4,5,22,0,0,0,0,1,0,0,not_applicable,2022,7,10,pneumonia_adult,2,8,1,4,0,237.0,1.0,1,none,17
6752,district_hospital,O2_0007,peri_urban,16,0,0,0,1,cylinder_portable,0,0,0.7,1,1,5,18,0,0,0,0,1,0,0,not_applicable,2024,6,6,surgical_anaesthesia,3,3,1,3,0,69.0,39.0,1,none,5
6753,district_hospital,O2_0174,urban,53,0,0,0,0,cylinder_piped,0,0,19.2,0,0,5,29,0,1,0,0,0,0,4,concentrator_malfunction,2022,7,11,surgical_anaesthesia,0,11,0,6,4,367.0,72.0,0,grid_unreliable,6
6754,district_hospital,O2_0013,rural,5,0,0,0,0,oxygen_concentrator,2,0,3.4,0,0,5,22,0,0,0,0,1,0,0,not_applicable,2023,2,9,severe_malaria,1,8,1,3,0,367.0,142.0,0,none,4
6755,district_hospital,O2_0028,rural,49,0,0,0,0,cylinder_portable,0,0,12.4,0,2,7,41,0,1,1,0,1,1,0,not_applicable,2022,1,8,pneumonia_child,4,4,1,1,0,142.0,35.0,0,grid_unreliable,2
6756,district_hospital,O2_0171,peri_urban,57,0,0,0,1,none,0,0,3.9,1,1,4,3,0,1,0,0,0,0,30,empty_cylinders_not_collected,2024,2,18,trauma,0,18,0,12,5,151.0,37.0,1,none,10
6757,district_hospital,O2_0044,rural,6,0,0,1,0,cylinder_piped,0,0,5.7,0,4,3,39,0,1,0,0,0,0,7,no_oxygen_source,2023,7,12,pneumonia_child,0,12,0,5,2,84.0,21.0,0,generator_only,0
6758,district_hospital,O2_0173,urban,5,0,0,0,0,cylinder_piped,2,0,2.5,0,5,8,6,0,0,0,0,1,1,0,not_applicable,2024,7,19,severe_malaria,7,12,1,7,0,95.0,41.0,0,none,12
6759,district_hospital,O2_0189,peri_urban,5,0,0,0,0,oxygen_concentrator,3,0,0.3,0,8,2,29,0,1,0,0,1,1,0,not_applicable,2023,10,13,pneumonia_child,2,11,1,3,0,229.0,270.0,0,grid_unreliable,0
6760,district_hospital,O2_0102,rural,60,0,0,0,0,cylinder_piped,0,0,1.2,0,4,6,24,0,1,1,0,0,0,29,funding_for_refill,2021,3,16,heart_failure,0,16,0,3,3,173.0,31.0,1,generator_only,37
6761,district_hospital,O2_0159,peri_urban,117,0,0,0,0,oxygen_concentrator,4,1,2.0,0,1,2,5,0,0,0,0,1,1,0,not_applicable,2023,3,12,sepsis,5,7,0,1,0,17.0,113.0,0,grid_unreliable,7
6762,district_hospital,O2_0019,rural,48,0,0,0,0,cylinder_piped,2,0,1.3,0,3,5,31,0,0,0,0,0,0,1,funding_for_refill,2024,8,11,COPD_exacerbation,0,11,0,5,7,301.0,47.0,1,none,10
6763,district_hospital,O2_0111,peri_urban,85,0,0,0,0,cylinder_portable,1,0,0.1,0,3,5,1,0,1,1,0,0,0,11,concentrator_malfunction,2022,1,12,COVID19_severe,0,12,0,6,0,176.0,1.0,0,none,14
6764,district_hospital,O2_0116,peri_urban,105,0,0,1,0,cylinder_portable,0,0,0.1,0,1,1,7,0,0,0,0,1,1,0,not_applicable,2023,10,10,neonatal_respiratory,4,6,1,2,0,192.0,8.0,1,grid_unreliable,6
6765,district_hospital,O2_0081,rural,53,0,0,0,0,cylinder_piped,0,0,12.0,0,3,3,15,0,1,0,0,0,0,1,empty_cylinders_not_collected,2021,10,18,COPD_exacerbation,0,18,0,8,6,229.0,17.0,0,grid_reliable,3
6766,district_hospital,O2_0111,urban,60,0,0,0,0,cylinder_portable,0,0,0.9,0,1,2,5,0,0,0,0,1,1,0,not_applicable,2024,8,19,heart_failure,12,7,1,2,0,286.0,169.0,0,solar,12
6767,district_hospital,O2_0118,peri_urban,5,0,0,0,0,none,0,0,1.5,0,3,4,8,0,0,0,0,0,0,14,empty_cylinders_not_collected,2024,4,8,trauma,0,8,0,3,1,88.0,60.0,1,none,18
6768,district_hospital,O2_0166,rural,52,1,0,0,0,cylinder_portable,0,0,11.0,0,3,4,6,0,1,1,0,1,1,0,not_applicable,2024,6,7,asthma_severe,2,5,0,1,0,304.0,41.0,0,grid_unreliable,5
6769,district_hospital,O2_0090,peri_urban,103,0,0,1,0,cylinder_portable,0,0,8.7,0,4,3,49,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,2,10,pneumonia_adult,0,10,0,6,2,128.0,6.0,1,grid_unreliable,4
6770,district_hospital,O2_0024,peri_urban,63,0,0,0,0,LOX_bulk_tank,0,0,1.1,0,4,2,39,0,0,0,0,1,0,5,cylinder_delivery_delay,2024,3,11,severe_malaria,7,4,0,2,0,163.0,49.0,1,solar,17
6771,district_hospital,O2_0155,rural,78,0,0,0,0,oxygen_concentrator,2,1,3.3,0,0,2,36,0,1,1,0,1,1,1,cylinder_delivery_delay,2023,8,14,pneumonia_child,3,11,0,5,0,249.0,71.0,0,grid_unreliable,2
6772,district_hospital,O2_0114,peri_urban,53,0,0,0,0,none,0,0,5.8,0,4,4,5,0,0,0,0,0,0,3,power_outage,2023,5,12,COVID19_severe,0,12,0,6,1,153.0,172.0,0,none,7
6773,district_hospital,O2_0161,rural,82,0,0,0,0,cylinder_portable,0,0,9.0,0,5,6,2,0,0,0,0,1,0,0,not_applicable,2024,5,8,pneumonia_adult,6,2,0,1,0,205.0,134.0,1,grid_unreliable,6
6774,district_hospital,O2_0109,rural,46,0,0,0,0,cylinder_piped,1,0,3.7,1,6,4,43,0,1,0,0,0,0,10,cylinder_delivery_delay,2023,11,16,asthma_severe,0,16,0,6,5,141.0,66.0,1,none,1
6775,district_hospital,O2_0157,rural,40,0,0,1,0,cylinder_portable,1,0,0.3,0,3,4,8,0,1,0,0,0,0,7,concentrator_malfunction,2022,10,15,pneumonia_adult,0,15,0,4,6,226.0,15.0,1,generator_only,2
6776,district_hospital,O2_0129,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,0.7,0,4,7,14,0,1,0,0,1,1,0,not_applicable,2023,3,12,heart_failure,6,6,1,3,0,277.0,25.0,0,generator_only,1
6777,district_hospital,O2_0129,peri_urban,21,0,0,0,1,cylinder_portable,4,2,0.1,1,1,4,10,0,1,1,0,1,1,2,empty_cylinders_not_collected,2024,4,5,COVID19_severe,2,3,1,2,0,88.0,10.0,1,grid_unreliable,30
6778,district_hospital,O2_0156,peri_urban,61,0,0,0,1,cylinder_piped,0,0,6.8,1,1,7,53,0,0,0,0,0,0,2,empty_cylinders_not_collected,2022,6,15,surgical_anaesthesia,0,15,0,6,1,132.0,10.0,0,none,5
6779,district_hospital,O2_0005,urban,33,0,0,0,0,oxygen_concentrator,3,0,10.4,0,6,5,27,0,0,0,0,1,0,7,power_outage,2023,8,9,pneumonia_adult,3,6,1,3,0,230.0,11.0,1,grid_unreliable,17
6780,district_hospital,O2_0043,rural,132,0,0,0,0,cylinder_portable,1,0,0.8,0,2,2,10,0,0,0,0,1,1,0,not_applicable,2023,3,14,pneumonia_adult,9,5,0,3,0,235.0,42.0,1,grid_reliable,23
6781,district_hospital,O2_0068,urban,5,0,1,0,0,cylinder_portable,5,3,7.6,0,3,5,76,0,0,0,0,1,1,0,not_applicable,2024,1,7,pneumonia_child,3,4,0,0,0,206.0,103.0,0,none,37
6782,district_hospital,O2_0151,rural,40,0,0,0,0,none,0,0,2.4,0,1,2,18,0,1,0,0,1,1,0,not_applicable,2022,8,14,pneumonia_adult,7,7,1,4,0,310.0,18.0,1,none,43
6783,district_hospital,O2_0127,peri_urban,80,0,0,0,0,cylinder_piped,0,0,2.1,0,5,0,3,0,0,0,0,1,1,1,no_oxygen_source,2024,6,13,asthma_severe,5,8,0,3,0,106.0,91.0,0,generator_only,0
6784,district_hospital,O2_0015,rural,101,0,1,0,0,none,0,0,5.3,0,2,5,7,0,1,1,0,0,0,3,no_oxygen_source,2023,6,19,COVID19_severe,0,19,0,13,6,254.0,37.0,0,none,30
6785,district_hospital,O2_0170,rural,146,0,0,0,0,cylinder_piped,0,0,0.6,0,5,4,4,0,0,0,0,1,1,0,not_applicable,2024,12,15,heart_failure,6,9,0,1,0,270.0,62.0,0,grid_reliable,7
6786,district_hospital,O2_0149,urban,144,0,0,0,0,cylinder_piped,0,0,1.0,0,6,5,2,0,0,0,0,0,0,3,funding_for_refill,2021,10,15,pneumonia_adult,0,15,0,6,4,173.0,79.0,0,grid_reliable,22
6787,district_hospital,O2_0111,urban,28,0,0,0,0,cylinder_portable,0,0,6.7,0,5,2,8,0,0,0,0,1,1,0,not_applicable,2024,2,16,neonatal_respiratory,7,9,1,5,0,248.0,3.0,0,generator_only,56
6788,district_hospital,O2_0130,urban,43,0,0,0,0,cylinder_portable,0,0,0.2,0,1,2,18,0,1,0,0,0,0,8,cylinder_delivery_delay,2024,1,11,surgical_anaesthesia,0,11,0,6,3,235.0,59.0,0,generator_only,4
6789,district_hospital,O2_0146,peri_urban,51,0,0,0,0,PSA_plant_onsite,0,0,1.7,0,2,3,31,0,0,0,0,1,0,0,not_applicable,2022,11,9,sepsis,5,4,0,3,0,225.0,156.0,0,generator_only,27
6790,district_hospital,O2_0091,peri_urban,97,0,0,0,0,cylinder_portable,0,0,0.3,0,1,6,54,0,1,0,0,1,0,0,not_applicable,2024,3,13,pneumonia_adult,8,5,1,1,0,300.0,36.0,1,generator_only,5
6791,district_hospital,O2_0058,urban,44,0,0,0,0,cylinder_piped,0,0,7.8,0,4,3,26,0,1,1,1,0,0,1,concentrator_malfunction,2023,4,11,trauma,0,11,0,6,3,146.0,10.0,1,grid_reliable,24
6792,district_hospital,O2_0157,peri_urban,110,0,0,0,0,LOX_bulk_tank,2,1,5.1,0,1,4,7,0,0,0,0,0,0,1,demand_surge,2022,10,10,severe_malaria,0,10,0,7,3,362.0,23.0,0,grid_unreliable,38
6793,district_hospital,O2_0001,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,7.4,0,5,5,4,0,1,0,0,0,0,7,supplier_stockout,2024,3,10,COVID19_severe,0,10,0,6,3,264.0,65.0,1,generator_only,4
6794,district_hospital,O2_0134,peri_urban,71,0,0,0,0,oxygen_concentrator,1,0,15.9,0,3,4,5,0,0,0,0,0,0,15,power_outage,2023,12,14,heart_failure,0,14,0,8,6,205.0,45.0,1,generator_only,20
6795,district_hospital,O2_0053,peri_urban,48,0,0,0,0,oxygen_concentrator,0,0,0.3,0,5,1,25,0,1,0,0,0,0,7,cylinder_delivery_delay,2024,4,9,COPD_exacerbation,0,9,0,5,3,111.0,4.0,0,generator_only,25
6796,district_hospital,O2_0058,rural,75,0,0,0,0,cylinder_piped,0,0,3.0,0,3,1,35,0,1,1,0,0,0,1,funding_for_refill,2022,7,16,surgical_anaesthesia,0,16,0,8,5,118.0,69.0,0,grid_reliable,5
6797,district_hospital,O2_0027,urban,25,0,0,0,0,oxygen_concentrator,0,0,2.1,0,3,4,73,0,0,0,0,1,1,0,not_applicable,2023,10,13,pneumonia_child,6,7,1,6,0,248.0,60.0,1,solar,36
6798,district_hospital,O2_0062,urban,132,0,0,1,0,oxygen_concentrator,4,3,2.0,0,2,3,6,0,0,0,0,1,1,9,cylinder_delivery_delay,2021,3,10,pneumonia_child,6,4,1,2,0,117.0,80.0,0,grid_reliable,2
6799,district_hospital,O2_0051,rural,56,0,0,1,1,cylinder_piped,0,0,1.3,1,7,3,10,0,0,0,0,0,0,30,concentrator_malfunction,2024,12,11,sepsis,0,11,0,6,6,226.0,21.0,0,none,48
6800,district_hospital,O2_0030,peri_urban,94,0,0,0,0,cylinder_piped,0,0,10.3,1,3,3,23,0,1,0,0,1,1,0,not_applicable,2024,6,11,trauma,5,6,0,4,0,219.0,42.0,1,none,0
6801,district_hospital,O2_0055,peri_urban,144,0,0,0,0,oxygen_concentrator,2,0,5.4,0,7,5,9,0,0,0,0,1,1,15,power_outage,2022,6,7,surgical_anaesthesia,3,4,0,3,0,45.0,2.0,1,none,6
6802,district_hospital,O2_0098,rural,104,0,0,0,0,none,0,0,1.2,0,7,6,1,0,0,0,0,0,0,16,PSA_plant_breakdown,2022,10,17,sepsis,0,17,0,5,4,297.0,5.0,1,generator_only,2
6803,district_hospital,O2_0130,peri_urban,58,0,0,0,0,cylinder_portable,3,0,10.7,0,3,2,99,0,0,0,0,0,0,9,power_outage,2021,4,12,surgical_anaesthesia,0,12,0,4,2,251.0,1.0,0,solar,2
6804,district_hospital,O2_0167,peri_urban,96,0,0,0,0,oxygen_concentrator,4,0,0.5,0,4,4,25,0,1,0,0,0,0,2,empty_cylinders_not_collected,2022,3,8,surgical_anaesthesia,0,8,0,3,2,149.0,57.0,0,grid_unreliable,20
6805,district_hospital,O2_0060,peri_urban,58,0,0,0,1,cylinder_piped,0,0,1.4,1,3,3,108,0,0,0,0,0,0,3,empty_cylinders_not_collected,2024,4,14,other_hypoxemia,0,14,0,9,4,202.0,12.0,0,generator_only,47
6806,district_hospital,O2_0096,urban,75,0,0,0,0,cylinder_portable,0,0,10.1,0,0,6,6,0,1,0,0,1,1,0,not_applicable,2022,8,14,heart_failure,5,9,0,1,0,200.0,34.0,0,generator_only,12
6807,district_hospital,O2_0192,rural,29,0,0,0,0,cylinder_portable,0,0,2.4,0,0,5,14,0,1,1,0,0,0,9,demand_surge,2023,1,10,heart_failure,0,10,0,5,3,60.0,212.0,0,none,5
6808,district_hospital,O2_0139,rural,114,0,0,0,0,cylinder_portable,0,0,0.5,0,5,2,22,0,1,0,0,0,0,24,cylinder_delivery_delay,2023,9,8,other_hypoxemia,0,8,0,6,2,213.0,18.0,0,generator_only,4
6809,district_hospital,O2_0108,rural,50,0,0,1,0,cylinder_portable,0,0,4.8,1,2,7,40,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,6,10,severe_malaria,0,10,0,4,2,187.0,79.0,0,grid_reliable,37
6810,district_hospital,O2_0082,rural,5,0,0,0,0,cylinder_portable,0,0,11.9,0,2,5,9,0,1,0,0,1,0,0,not_applicable,2022,11,9,severe_malaria,2,7,1,3,0,167.0,116.0,1,solar,1
6811,district_hospital,O2_0100,peri_urban,111,0,0,0,0,oxygen_concentrator,4,3,1.1,0,6,3,2,0,1,0,0,1,1,0,not_applicable,2022,8,10,pneumonia_child,7,3,1,1,0,295.0,24.0,0,grid_reliable,6
6812,district_hospital,O2_0179,peri_urban,28,0,0,0,0,oxygen_concentrator,1,0,0.7,0,2,3,20,0,1,1,0,1,1,5,supplier_stockout,2023,8,9,pneumonia_child,0,9,0,4,0,209.0,69.0,0,grid_unreliable,1
6813,district_hospital,O2_0023,rural,60,0,0,0,0,oxygen_concentrator,2,0,1.2,0,3,5,46,0,0,0,0,0,0,15,cylinder_delivery_delay,2021,12,8,surgical_anaesthesia,0,8,0,2,3,307.0,40.0,1,generator_only,0
6814,district_hospital,O2_0014,rural,63,0,1,1,0,none,0,0,1.9,0,3,6,21,0,0,0,0,0,0,30,demand_surge,2023,5,14,sepsis,0,14,0,6,6,107.0,30.0,0,solar,16
6815,district_hospital,O2_0007,rural,47,0,0,0,0,none,0,0,8.0,0,3,6,78,0,0,0,0,1,1,0,not_applicable,2022,11,13,severe_malaria,7,6,0,2,0,273.0,1.0,1,grid_unreliable,5
6816,district_hospital,O2_0008,rural,83,0,0,0,0,oxygen_concentrator,1,0,1.6,0,0,1,13,0,0,0,0,0,0,6,PSA_plant_breakdown,2022,2,15,surgical_anaesthesia,0,15,0,9,3,104.0,6.0,1,solar,8
6817,district_hospital,O2_0023,urban,10,0,1,0,1,PSA_plant_onsite,0,0,6.0,1,4,2,48,0,0,0,0,1,0,0,not_applicable,2022,5,22,other_hypoxemia,8,14,0,7,0,77.0,51.0,1,grid_unreliable,15
6818,district_hospital,O2_0071,peri_urban,136,0,0,0,0,oxygen_concentrator,3,0,0.2,0,3,4,3,0,0,0,0,0,0,2,concentrator_malfunction,2024,2,11,pneumonia_child,0,11,0,6,2,185.0,34.0,0,grid_unreliable,2
6819,district_hospital,O2_0009,peri_urban,68,0,0,0,0,none,0,0,0.5,0,3,3,31,0,1,1,1,0,0,30,empty_cylinders_not_collected,2023,3,9,heart_failure,0,9,0,7,2,136.0,8.0,0,none,26
6820,district_hospital,O2_0072,peri_urban,52,0,0,0,0,oxygen_concentrator,3,0,2.3,0,0,6,29,0,1,1,1,0,0,19,cylinder_delivery_delay,2023,4,13,COVID19_severe,0,13,0,2,3,127.0,24.0,1,none,15
6821,district_hospital,O2_0121,rural,48,0,0,0,0,cylinder_portable,0,0,12.5,0,2,5,8,0,0,0,0,0,0,30,PSA_plant_breakdown,2024,7,12,neonatal_respiratory,0,12,0,5,4,110.0,1.0,0,grid_unreliable,47
6822,district_hospital,O2_0174,urban,99,0,0,0,0,oxygen_concentrator,2,0,6.7,0,3,4,27,0,0,0,0,0,0,25,demand_surge,2023,2,14,pneumonia_adult,0,14,0,3,6,138.0,11.0,0,solar,12
6823,district_hospital,O2_0147,peri_urban,74,0,0,0,0,oxygen_concentrator,1,0,22.2,0,3,6,1,0,0,0,0,1,1,0,not_applicable,2021,1,13,surgical_anaesthesia,6,7,0,2,0,327.0,23.0,1,none,13
6824,district_hospital,O2_0166,peri_urban,75,0,0,0,0,oxygen_concentrator,3,1,40.8,0,2,2,38,0,1,0,0,1,0,0,not_applicable,2022,6,9,heart_failure,2,7,0,5,0,238.0,47.0,0,none,15
6825,district_hospital,O2_0022,rural,89,0,0,0,0,cylinder_portable,0,0,9.8,0,2,3,34,0,1,0,0,1,0,0,not_applicable,2021,12,17,COPD_exacerbation,7,10,0,6,0,211.0,101.0,0,none,10
6826,district_hospital,O2_0108,rural,80,0,0,0,0,cylinder_portable,0,0,6.6,0,4,3,63,0,0,0,0,1,0,0,not_applicable,2022,9,11,neonatal_respiratory,5,6,0,0,0,188.0,37.0,0,none,33
6827,district_hospital,O2_0129,peri_urban,92,0,0,0,0,cylinder_piped,0,0,0.1,1,4,3,1,0,1,0,0,1,1,3,funding_for_refill,2024,12,12,pneumonia_child,7,5,1,2,0,287.0,54.0,0,grid_unreliable,14
6828,district_hospital,O2_0056,rural,99,0,0,0,0,oxygen_concentrator,1,0,2.2,0,4,2,62,0,0,0,0,0,0,9,piping_system_leak,2021,5,14,COPD_exacerbation,0,14,0,5,3,207.0,11.0,0,none,2
6829,district_hospital,O2_0017,rural,103,0,0,0,0,LOX_bulk_tank,0,0,0.3,0,2,5,26,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,12,12,pneumonia_child,0,12,0,5,2,166.0,22.0,1,none,15
6830,district_hospital,O2_0002,peri_urban,10,0,0,0,0,oxygen_concentrator,2,0,4.8,0,5,4,22,0,0,0,0,1,0,0,not_applicable,2023,3,12,surgical_anaesthesia,4,8,0,3,0,98.0,81.0,1,none,9
6831,district_hospital,O2_0072,rural,122,0,0,0,0,none,0,0,5.1,0,1,4,0,0,0,0,0,1,1,0,not_applicable,2022,10,16,heart_failure,4,12,0,6,0,183.0,40.0,1,generator_only,87
6832,district_hospital,O2_0196,rural,61,0,0,0,0,none,0,0,25.0,0,1,4,105,0,0,0,0,1,1,0,not_applicable,2024,12,6,COVID19_severe,5,1,0,1,0,296.0,40.0,0,generator_only,7
6833,district_hospital,O2_0036,peri_urban,28,0,0,1,0,cylinder_portable,0,0,6.8,0,7,2,29,0,0,0,0,0,0,20,demand_surge,2022,8,16,severe_malaria,0,16,0,7,5,283.0,66.0,0,grid_unreliable,0
6834,district_hospital,O2_0086,rural,27,0,0,0,0,oxygen_concentrator,2,1,7.9,0,0,2,7,0,1,1,0,0,0,12,empty_cylinders_not_collected,2024,8,11,surgical_anaesthesia,0,11,0,5,2,232.0,27.0,0,none,1
6835,district_hospital,O2_0129,rural,48,0,0,0,0,cylinder_portable,0,0,0.6,1,5,6,7,0,0,0,0,1,1,0,not_applicable,2024,2,13,COPD_exacerbation,8,5,0,0,0,0.0,54.0,0,solar,6
6836,district_hospital,O2_0004,rural,102,0,0,0,0,oxygen_concentrator,6,3,2.1,0,2,6,41,0,1,0,0,0,0,24,power_outage,2024,7,16,surgical_anaesthesia,0,16,0,4,3,237.0,36.0,1,grid_unreliable,11
6837,district_hospital,O2_0066,rural,34,0,0,0,0,PSA_plant_onsite,0,0,3.7,0,6,3,5,0,0,0,0,0,0,30,concentrator_malfunction,2024,11,13,neonatal_respiratory,0,13,0,10,4,208.0,100.0,1,none,30
6838,district_hospital,O2_0116,peri_urban,110,0,0,0,0,none,3,0,12.2,0,4,2,14,0,0,0,0,1,1,1,piping_system_leak,2023,9,14,severe_malaria,4,10,0,3,0,311.0,46.0,1,grid_unreliable,7
6839,district_hospital,O2_0135,rural,113,0,0,0,0,oxygen_concentrator,2,1,8.9,0,1,1,121,0,1,1,0,0,0,18,cylinder_delivery_delay,2022,4,16,pneumonia_adult,0,16,0,5,1,157.0,111.0,1,grid_unreliable,27
6840,district_hospital,O2_0126,peri_urban,64,0,0,0,0,cylinder_piped,0,0,20.7,0,4,3,14,0,0,0,0,1,1,0,not_applicable,2022,11,11,severe_malaria,2,9,0,1,0,305.0,26.0,1,none,25
6841,district_hospital,O2_0032,rural,75,0,0,0,0,cylinder_portable,0,0,4.2,1,5,3,29,0,0,0,0,1,1,0,not_applicable,2024,10,8,asthma_severe,4,4,1,3,0,248.0,34.0,1,generator_only,24
6842,district_hospital,O2_0160,peri_urban,65,0,1,1,0,oxygen_concentrator,2,0,9.2,0,4,2,14,0,0,0,0,0,0,7,cylinder_delivery_delay,2023,1,12,neonatal_respiratory,0,12,0,5,3,268.0,17.0,1,grid_unreliable,18
6843,district_hospital,O2_0140,rural,39,0,0,0,0,oxygen_concentrator,0,0,10.8,0,3,7,0,0,1,1,0,0,0,8,power_outage,2024,7,10,neonatal_respiratory,0,10,0,5,3,162.0,92.0,1,generator_only,28
6844,district_hospital,O2_0007,urban,104,0,0,0,0,none,0,0,4.2,0,2,4,60,0,1,0,0,1,1,0,not_applicable,2021,6,8,COVID19_severe,3,5,0,3,0,290.0,96.0,0,grid_unreliable,26
6845,district_hospital,O2_0108,peri_urban,16,0,0,0,0,cylinder_piped,0,0,1.0,0,0,4,17,0,0,0,0,0,0,10,cylinder_delivery_delay,2024,4,12,pneumonia_adult,0,12,0,4,3,281.0,116.0,0,none,12
6846,district_hospital,O2_0069,peri_urban,21,0,0,0,0,oxygen_concentrator,3,2,7.1,0,2,2,25,0,0,0,0,1,0,0,not_applicable,2024,4,11,surgical_anaesthesia,6,5,0,2,0,198.0,80.0,1,solar,3
6847,district_hospital,O2_0103,rural,59,0,1,0,0,cylinder_portable,0,0,7.3,0,5,3,11,0,0,0,0,1,1,0,not_applicable,2024,9,10,neonatal_respiratory,4,6,1,2,0,210.0,83.0,0,grid_unreliable,25
6848,district_hospital,O2_0114,rural,65,0,0,0,0,none,0,0,1.2,0,2,2,22,0,0,0,0,1,1,1,power_outage,2022,10,21,heart_failure,8,13,0,4,0,242.0,17.0,0,grid_unreliable,19
6849,district_hospital,O2_0161,rural,107,0,0,0,0,cylinder_portable,0,0,18.5,0,6,3,14,0,0,0,0,1,0,0,not_applicable,2021,6,16,asthma_severe,8,8,1,3,0,166.0,116.0,1,none,2
6850,district_hospital,O2_0127,urban,30,0,0,0,1,cylinder_portable,0,0,0.6,1,5,4,11,0,0,0,0,1,1,0,not_applicable,2022,4,14,COPD_exacerbation,5,9,1,5,0,179.0,4.0,1,grid_reliable,21
6851,district_hospital,O2_0008,peri_urban,61,0,0,0,0,oxygen_concentrator,1,0,1.3,0,2,8,68,0,0,0,0,0,0,5,PSA_plant_breakdown,2023,6,8,neonatal_respiratory,0,8,0,3,1,146.0,15.0,1,grid_unreliable,12
6852,district_hospital,O2_0143,urban,80,0,0,0,0,oxygen_concentrator,1,0,8.2,1,2,6,4,0,1,0,0,0,0,2,power_outage,2022,5,15,pneumonia_child,0,15,0,3,7,179.0,34.0,1,grid_reliable,7
6853,district_hospital,O2_0151,peri_urban,55,0,0,0,0,oxygen_concentrator,5,2,2.4,0,4,4,30,0,1,0,0,0,0,30,concentrator_malfunction,2024,2,11,COPD_exacerbation,0,11,0,1,4,173.0,2.0,0,grid_unreliable,3
6854,district_hospital,O2_0139,peri_urban,5,0,0,0,0,cylinder_portable,0,0,8.1,1,2,2,75,0,1,0,0,1,1,0,not_applicable,2023,8,14,pneumonia_adult,5,9,1,6,0,192.0,16.0,0,grid_unreliable,4
6855,district_hospital,O2_0096,urban,49,0,0,0,0,cylinder_piped,0,0,1.8,0,1,2,6,0,1,1,1,0,0,6,empty_cylinders_not_collected,2023,7,15,severe_malaria,0,15,0,6,9,186.0,41.0,0,solar,13
6856,district_hospital,O2_0077,peri_urban,56,0,0,0,0,oxygen_concentrator,1,0,5.9,0,3,5,16,0,0,0,0,1,0,0,not_applicable,2021,2,9,pneumonia_child,7,2,1,1,0,17.0,150.0,0,grid_unreliable,23
6857,district_hospital,O2_0072,rural,5,0,1,0,0,oxygen_concentrator,3,1,1.0,0,1,3,8,0,0,0,0,1,0,0,not_applicable,2024,7,12,pneumonia_adult,4,8,1,1,0,37.0,31.0,1,none,19
6858,district_hospital,O2_0018,rural,48,0,0,0,0,cylinder_portable,0,0,5.1,0,4,5,10,0,0,0,0,1,1,0,not_applicable,2021,1,11,COVID19_severe,4,7,0,2,0,109.0,10.0,0,grid_reliable,1
6859,district_hospital,O2_0146,rural,5,0,0,0,0,cylinder_portable,0,0,0.2,0,5,3,8,0,1,1,1,1,1,0,not_applicable,2024,9,16,pneumonia_child,9,7,0,2,0,212.0,61.0,0,grid_unreliable,4
6860,district_hospital,O2_0082,peri_urban,33,0,0,0,0,oxygen_concentrator,1,0,2.4,0,4,9,14,0,0,0,0,1,1,0,not_applicable,2024,1,16,neonatal_respiratory,6,10,0,2,0,261.0,67.0,1,none,2
6861,district_hospital,O2_0174,rural,5,0,0,0,0,cylinder_portable,5,1,4.7,0,4,2,3,0,0,0,0,1,1,0,not_applicable,2022,11,8,neonatal_respiratory,4,4,0,2,0,217.0,3.0,0,none,15
6862,district_hospital,O2_0061,rural,5,0,0,0,0,cylinder_portable,0,0,3.5,0,2,7,135,0,1,0,0,1,1,0,not_applicable,2022,1,7,asthma_severe,3,4,1,2,0,329.0,53.0,1,grid_unreliable,25
6863,district_hospital,O2_0162,rural,34,0,0,0,0,oxygen_concentrator,1,0,8.3,1,2,4,32,0,0,0,0,1,0,0,not_applicable,2024,7,17,pneumonia_child,8,9,0,3,0,121.0,47.0,0,grid_unreliable,25
6864,district_hospital,O2_0153,peri_urban,87,0,0,0,0,oxygen_concentrator,0,0,7.3,0,4,8,9,0,0,0,0,1,0,0,not_applicable,2023,6,10,surgical_anaesthesia,4,6,0,2,0,129.0,12.0,0,grid_unreliable,13
6865,district_hospital,O2_0097,peri_urban,20,0,0,0,0,cylinder_piped,1,0,10.8,0,2,2,9,0,1,0,0,1,1,0,not_applicable,2021,11,9,heart_failure,5,4,1,1,0,301.0,8.0,1,solar,33
6866,district_hospital,O2_0198,urban,28,0,1,0,0,cylinder_portable,0,0,0.3,1,1,2,12,0,0,0,0,0,0,18,piping_system_leak,2022,11,13,COVID19_severe,0,13,0,6,1,282.0,103.0,1,grid_unreliable,19
6867,district_hospital,O2_0067,urban,29,0,0,0,0,cylinder_portable,0,0,9.3,0,7,4,30,0,1,1,0,0,0,11,cylinder_delivery_delay,2023,12,15,neonatal_respiratory,0,15,0,7,1,205.0,65.0,0,generator_only,9
6868,district_hospital,O2_0177,urban,65,0,0,0,0,oxygen_concentrator,0,0,0.3,0,5,5,74,0,0,0,0,1,1,0,not_applicable,2023,2,17,severe_malaria,6,11,0,4,0,160.0,17.0,0,generator_only,51
6869,district_hospital,O2_0092,rural,70,0,0,0,0,cylinder_piped,0,0,4.8,0,3,2,31,0,0,0,0,1,1,0,not_applicable,2024,5,15,COVID19_severe,6,9,0,3,0,181.0,90.0,0,grid_reliable,4
6870,district_hospital,O2_0077,rural,55,0,0,0,0,PSA_plant_onsite,4,1,2.8,0,5,4,20,1,0,0,0,1,1,2,no_oxygen_source,2024,2,11,heart_failure,7,4,0,1,0,142.0,20.0,1,grid_unreliable,20
6871,district_hospital,O2_0078,rural,60,0,0,0,0,none,2,0,11.2,0,4,2,13,0,0,0,0,0,0,4,concentrator_malfunction,2023,4,15,COVID19_severe,0,15,0,7,5,330.0,3.0,1,solar,12
6872,district_hospital,O2_0001,peri_urban,54,0,1,0,0,oxygen_concentrator,2,0,35.9,0,2,7,22,0,0,0,0,1,1,0,not_applicable,2023,8,16,heart_failure,6,10,0,6,0,153.0,45.0,1,solar,20
6873,district_hospital,O2_0175,peri_urban,107,0,0,0,0,oxygen_concentrator,2,1,5.7,0,5,5,24,0,1,0,0,0,0,30,cylinder_delivery_delay,2023,9,14,pneumonia_child,0,14,0,3,2,133.0,0.0,0,grid_unreliable,69
6874,district_hospital,O2_0182,peri_urban,71,0,0,0,0,PSA_plant_onsite,0,0,2.5,0,3,5,58,1,0,0,0,0,0,20,demand_surge,2023,1,16,pneumonia_adult,0,16,0,4,6,193.0,17.0,0,grid_unreliable,2
6875,district_hospital,O2_0092,urban,55,0,0,0,0,cylinder_portable,0,0,0.7,0,2,5,17,0,0,0,0,0,0,30,no_oxygen_source,2021,12,10,pneumonia_child,0,10,0,4,6,223.0,55.0,1,grid_unreliable,15
6876,district_hospital,O2_0075,peri_urban,35,0,0,0,0,oxygen_concentrator,3,1,3.9,0,0,2,54,0,0,0,0,0,0,11,concentrator_malfunction,2024,11,21,neonatal_respiratory,0,21,0,10,6,250.0,50.0,1,none,9
6877,district_hospital,O2_0180,urban,43,0,0,0,0,none,0,0,3.5,0,4,7,12,0,1,0,0,1,0,0,not_applicable,2021,1,14,pneumonia_adult,9,5,0,2,0,173.0,47.0,0,grid_unreliable,1
6878,district_hospital,O2_0145,rural,5,0,0,0,0,none,0,0,1.5,0,1,4,20,0,0,0,0,1,1,0,not_applicable,2021,9,8,neonatal_respiratory,2,6,0,2,0,126.0,74.0,1,none,16
6879,district_hospital,O2_0048,peri_urban,41,0,0,0,0,oxygen_concentrator,2,1,4.9,0,5,4,9,0,0,0,0,1,1,0,not_applicable,2023,5,14,neonatal_respiratory,1,13,0,6,0,215.0,28.0,1,none,0
6880,district_hospital,O2_0102,rural,36,0,0,0,0,cylinder_portable,0,0,2.0,0,4,2,72,0,1,0,0,1,1,0,not_applicable,2021,3,7,pneumonia_child,2,5,1,3,0,181.0,92.0,0,grid_unreliable,140
6881,district_hospital,O2_0174,rural,81,0,0,0,0,oxygen_concentrator,2,0,11.6,0,5,2,17,0,0,0,0,1,1,0,not_applicable,2023,11,13,COPD_exacerbation,4,9,0,4,0,280.0,92.0,1,grid_unreliable,17
6882,district_hospital,O2_0055,urban,119,0,0,0,0,PSA_plant_onsite,0,0,3.8,0,2,5,3,0,0,0,0,1,1,0,not_applicable,2024,6,12,pneumonia_adult,3,9,0,4,0,251.0,135.0,1,grid_unreliable,26
6883,district_hospital,O2_0054,rural,60,0,0,0,0,cylinder_piped,0,0,9.5,0,5,3,3,0,0,0,0,1,1,0,not_applicable,2024,9,16,pneumonia_adult,3,13,0,5,0,177.0,86.0,1,grid_reliable,0
6884,district_hospital,O2_0006,urban,63,0,0,0,0,cylinder_piped,0,0,4.1,0,4,1,11,0,1,1,1,1,1,0,not_applicable,2023,1,6,other_hypoxemia,2,4,1,2,0,227.0,9.0,1,grid_unreliable,12
6885,district_hospital,O2_0170,rural,41,0,0,0,0,oxygen_concentrator,1,0,7.5,0,5,3,5,0,0,0,0,0,0,19,power_outage,2024,11,10,heart_failure,0,10,0,4,2,203.0,0.0,1,grid_unreliable,15
6886,district_hospital,O2_0141,rural,92,0,0,0,1,cylinder_portable,0,0,6.8,1,4,3,4,0,0,0,0,0,0,30,concentrator_malfunction,2023,7,16,trauma,0,16,0,6,5,327.0,4.0,1,grid_unreliable,9
6887,district_hospital,O2_0085,rural,13,0,1,0,0,cylinder_piped,0,0,6.3,0,4,4,33,0,1,1,1,1,0,15,power_outage,2023,5,15,heart_failure,2,13,1,7,0,203.0,72.0,0,grid_unreliable,3
6888,district_hospital,O2_0115,urban,41,0,1,0,0,cylinder_portable,1,0,5.6,0,3,5,24,0,0,0,0,0,0,11,cylinder_delivery_delay,2021,10,10,sepsis,0,10,0,2,5,159.0,76.0,0,grid_unreliable,46
6889,district_hospital,O2_0115,rural,5,0,0,0,0,cylinder_portable,0,0,5.9,0,5,3,56,0,0,0,0,1,0,1,empty_cylinders_not_collected,2022,6,17,surgical_anaesthesia,9,8,1,6,0,213.0,20.0,0,grid_unreliable,18
6890,district_hospital,O2_0108,peri_urban,87,0,0,0,0,cylinder_portable,0,0,2.0,0,4,5,22,0,1,1,1,1,0,0,not_applicable,2024,3,9,heart_failure,3,6,0,4,0,118.0,8.0,1,generator_only,12
6891,district_hospital,O2_0173,peri_urban,6,0,0,0,0,cylinder_portable,0,0,6.7,1,3,4,12,0,0,0,0,1,0,0,not_applicable,2023,7,7,heart_failure,1,6,0,5,0,249.0,143.0,1,none,25
6892,district_hospital,O2_0109,peri_urban,116,0,0,0,0,cylinder_piped,0,0,3.7,0,1,4,2,0,0,0,0,0,0,16,no_oxygen_source,2022,11,14,trauma,0,14,0,8,3,170.0,17.0,1,grid_unreliable,0
6893,district_hospital,O2_0190,peri_urban,21,0,0,0,0,oxygen_concentrator,2,1,3.3,1,4,6,24,0,0,0,0,1,1,0,not_applicable,2022,12,9,pneumonia_adult,1,8,0,3,0,114.0,33.0,0,grid_reliable,5
6894,district_hospital,O2_0106,peri_urban,5,0,0,1,0,oxygen_concentrator,3,0,1.5,0,3,0,3,0,0,0,0,0,0,30,no_oxygen_source,2024,3,10,severe_malaria,0,10,0,3,3,266.0,44.0,1,grid_unreliable,3
6895,district_hospital,O2_0078,rural,55,0,0,0,0,cylinder_portable,0,0,17.7,0,7,8,13,0,1,1,0,1,0,0,not_applicable,2023,6,14,trauma,6,8,1,2,0,156.0,9.0,1,none,11
6896,district_hospital,O2_0079,peri_urban,69,0,0,0,0,cylinder_portable,0,0,1.8,1,2,3,0,0,1,1,0,1,1,0,not_applicable,2022,12,15,other_hypoxemia,5,10,0,3,0,216.0,98.0,1,none,14
6897,district_hospital,O2_0190,peri_urban,100,0,0,0,0,cylinder_portable,0,0,0.3,0,3,3,19,0,0,0,0,0,0,21,cylinder_delivery_delay,2021,10,7,neonatal_respiratory,0,7,0,3,2,253.0,118.0,1,none,17
6898,district_hospital,O2_0072,rural,36,0,0,0,0,cylinder_portable,0,0,2.9,0,1,6,16,0,0,0,0,0,0,12,concentrator_malfunction,2023,4,7,surgical_anaesthesia,0,7,0,3,1,218.0,18.0,1,none,3
6899,district_hospital,O2_0006,peri_urban,12,0,0,0,0,cylinder_portable,1,0,3.4,0,5,7,12,0,1,0,0,0,0,1,demand_surge,2024,5,17,severe_malaria,0,17,0,11,7,122.0,24.0,0,grid_unreliable,32
6900,district_hospital,O2_0001,urban,53,0,1,0,1,oxygen_concentrator,1,0,4.6,1,6,4,6,0,0,0,0,1,0,0,not_applicable,2023,3,10,pneumonia_child,4,6,1,5,0,263.0,17.0,1,grid_unreliable,2
6901,district_hospital,O2_0016,urban,138,0,0,0,0,none,0,0,13.5,0,5,8,13,0,0,0,0,1,1,0,not_applicable,2023,5,11,pneumonia_child,4,7,1,4,0,102.0,57.0,0,grid_unreliable,24
6902,district_hospital,O2_0024,rural,74,0,0,0,0,oxygen_concentrator,4,0,7.2,0,7,1,12,0,0,0,0,1,1,0,not_applicable,2024,8,9,pneumonia_child,2,7,1,0,0,253.0,122.0,0,none,3
6903,district_hospital,O2_0157,urban,5,0,0,0,0,oxygen_concentrator,0,0,7.4,0,0,2,58,0,1,1,1,0,0,2,no_oxygen_source,2023,5,10,COPD_exacerbation,0,10,0,3,4,219.0,7.0,1,grid_unreliable,9
6904,district_hospital,O2_0100,rural,47,0,0,0,0,none,0,0,4.1,0,1,4,2,0,0,0,0,1,1,0,not_applicable,2024,10,9,COVID19_severe,3,6,1,4,0,175.0,4.0,0,generator_only,1
6905,district_hospital,O2_0113,rural,63,0,0,0,0,cylinder_portable,0,0,3.3,0,5,2,13,0,0,0,0,1,1,0,not_applicable,2021,6,5,heart_failure,2,3,1,3,0,168.0,53.0,1,none,0
6906,district_hospital,O2_0186,rural,94,0,1,0,0,cylinder_portable,0,0,15.3,0,3,4,20,0,0,0,0,0,0,3,concentrator_malfunction,2023,11,11,pneumonia_adult,0,11,0,3,1,171.0,22.0,1,grid_unreliable,8
6907,district_hospital,O2_0036,peri_urban,53,0,0,0,0,PSA_plant_onsite,0,0,4.1,0,5,2,8,0,0,0,0,1,0,1,concentrator_malfunction,2022,9,12,severe_malaria,3,9,0,5,0,176.0,47.0,1,none,17
6908,district_hospital,O2_0069,peri_urban,76,0,0,0,0,none,0,0,6.0,0,4,4,4,0,0,0,0,0,0,15,PSA_plant_breakdown,2024,6,15,pneumonia_adult,0,15,0,8,5,218.0,40.0,1,solar,24
6909,district_hospital,O2_0009,peri_urban,99,0,0,0,0,none,0,0,25.7,0,2,4,4,0,0,0,0,0,0,21,PSA_plant_breakdown,2023,2,12,heart_failure,0,12,0,5,0,132.0,102.0,0,generator_only,8
6910,district_hospital,O2_0010,rural,25,0,0,0,0,cylinder_portable,0,0,9.9,0,3,2,8,0,0,0,0,1,1,0,not_applicable,2023,1,12,pneumonia_adult,5,7,0,5,0,207.0,149.0,0,generator_only,4
6911,district_hospital,O2_0024,peri_urban,70,0,0,0,0,cylinder_portable,0,0,4.6,0,5,2,5,0,0,0,0,1,1,2,regulator_valve_failure,2024,5,11,COVID19_severe,4,7,1,5,0,254.0,87.0,0,generator_only,15
6912,district_hospital,O2_0158,rural,40,0,0,0,0,cylinder_portable,0,0,0.7,0,6,6,3,0,0,0,0,1,1,0,not_applicable,2021,4,16,COPD_exacerbation,6,10,0,4,0,153.0,109.0,1,grid_unreliable,53
6913,district_hospital,O2_0166,rural,101,0,0,0,0,cylinder_piped,3,1,3.9,0,2,5,35,0,0,0,0,1,1,0,not_applicable,2022,2,13,surgical_anaesthesia,2,11,1,3,0,208.0,2.0,1,grid_reliable,7
6914,district_hospital,O2_0084,urban,107,0,0,1,0,cylinder_portable,0,0,0.3,0,4,11,9,0,0,0,0,0,0,11,concentrator_malfunction,2021,9,11,pneumonia_adult,0,11,0,6,1,218.0,59.0,0,grid_unreliable,19
6915,district_hospital,O2_0193,rural,65,0,0,0,0,cylinder_portable,0,0,2.6,0,2,3,12,0,1,0,0,1,1,0,not_applicable,2022,10,9,neonatal_respiratory,4,5,0,3,0,191.0,143.0,1,solar,12
6916,district_hospital,O2_0167,rural,70,0,1,0,0,cylinder_portable,0,0,2.1,0,3,5,31,0,0,0,0,0,0,3,funding_for_refill,2023,1,10,pneumonia_child,0,10,0,5,1,129.0,232.0,1,generator_only,10
6917,district_hospital,O2_0093,rural,91,0,0,0,0,oxygen_concentrator,2,1,2.9,0,4,4,9,0,0,0,0,0,0,6,power_outage,2023,8,12,pneumonia_child,0,12,0,6,4,94.0,18.0,0,grid_reliable,10
6918,district_hospital,O2_0065,rural,90,0,0,0,0,LOX_bulk_tank,0,0,8.5,0,3,7,19,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,12,14,severe_malaria,0,14,0,8,7,193.0,128.0,0,grid_unreliable,1
6919,district_hospital,O2_0042,rural,13,0,0,0,0,oxygen_concentrator,2,0,1.3,0,2,5,34,0,1,0,0,1,1,0,not_applicable,2023,12,14,pneumonia_adult,6,8,1,4,0,240.0,34.0,0,grid_unreliable,1
6920,district_hospital,O2_0143,peri_urban,99,0,0,0,0,cylinder_portable,0,0,0.6,0,4,0,13,0,0,0,0,0,0,14,cylinder_delivery_delay,2024,5,10,pneumonia_child,0,10,0,5,3,372.0,58.0,0,solar,3
6921,district_hospital,O2_0106,peri_urban,99,0,0,0,0,none,0,0,3.0,0,2,6,15,0,0,0,0,0,0,18,piping_system_leak,2023,6,7,severe_malaria,0,7,0,3,3,247.0,28.0,1,solar,3
6922,district_hospital,O2_0098,rural,113,0,0,0,0,cylinder_portable,0,0,3.4,0,3,5,34,0,0,0,0,0,0,18,demand_surge,2024,9,17,pneumonia_adult,0,17,0,9,6,155.0,64.0,1,generator_only,6
6923,district_hospital,O2_0004,peri_urban,85,0,0,0,1,oxygen_concentrator,2,1,0.1,1,2,1,10,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,7,9,pneumonia_child,0,9,0,7,1,141.0,102.0,0,none,1
6924,district_hospital,O2_0136,urban,23,0,0,0,0,oxygen_concentrator,2,0,7.9,0,2,5,6,0,1,1,1,0,0,13,funding_for_refill,2022,1,14,pneumonia_adult,0,14,0,5,3,190.0,10.0,0,none,13
6925,district_hospital,O2_0139,rural,5,0,0,0,0,cylinder_portable,0,0,2.7,0,1,2,6,0,0,0,0,1,1,0,not_applicable,2023,3,8,neonatal_respiratory,3,5,0,1,0,243.0,17.0,1,none,0
6926,district_hospital,O2_0174,urban,17,0,0,0,0,cylinder_piped,0,0,5.2,0,3,7,13,0,1,1,0,1,0,0,not_applicable,2023,11,12,pneumonia_child,4,8,1,6,0,182.0,10.0,1,none,2
6927,district_hospital,O2_0086,rural,48,0,0,0,0,oxygen_concentrator,2,1,27.4,0,2,3,88,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,10,13,COVID19_severe,0,13,0,8,4,218.0,25.0,1,generator_only,14
6928,district_hospital,O2_0111,rural,5,0,0,0,0,cylinder_portable,0,0,13.2,0,2,1,1,0,0,0,0,0,0,1,power_outage,2024,6,11,pneumonia_adult,0,11,0,4,1,369.0,46.0,1,generator_only,15
6929,district_hospital,O2_0171,rural,79,0,0,0,0,none,0,0,2.3,0,3,4,29,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,3,8,pneumonia_child,0,8,0,6,1,264.0,7.0,0,solar,4
6930,district_hospital,O2_0137,rural,63,0,1,0,0,cylinder_portable,0,0,8.4,0,9,4,4,0,0,0,0,1,1,0,not_applicable,2023,5,13,surgical_anaesthesia,11,2,1,0,0,326.0,48.0,0,solar,10
6931,district_hospital,O2_0175,peri_urban,65,0,0,0,0,LOX_bulk_tank,0,0,2.4,1,3,4,57,0,0,0,0,0,0,1,concentrator_malfunction,2022,7,7,COPD_exacerbation,0,7,0,2,0,222.0,7.0,0,generator_only,14
6932,district_hospital,O2_0175,peri_urban,89,0,0,0,0,cylinder_piped,2,0,13.0,1,3,3,5,0,0,0,0,0,0,18,cylinder_delivery_delay,2021,12,11,pneumonia_adult,0,11,0,3,3,126.0,1.0,0,generator_only,2
6933,district_hospital,O2_0062,peri_urban,74,0,0,0,0,cylinder_portable,0,0,2.4,0,1,1,5,0,0,0,0,1,1,0,not_applicable,2024,6,11,heart_failure,5,6,0,0,0,171.0,177.0,1,grid_reliable,2
6934,district_hospital,O2_0025,urban,5,0,0,0,0,cylinder_piped,0,0,7.5,0,2,4,25,0,0,0,0,1,1,0,not_applicable,2023,6,5,COVID19_severe,1,4,0,1,0,177.0,8.0,0,grid_reliable,13
6935,district_hospital,O2_0140,urban,95,0,0,0,0,cylinder_portable,0,0,0.1,0,1,3,18,0,1,0,0,0,0,23,power_outage,2022,3,16,neonatal_respiratory,0,16,0,6,7,193.0,5.0,0,solar,46
6936,district_hospital,O2_0138,urban,71,0,0,0,0,cylinder_portable,0,0,0.2,0,2,3,47,0,0,0,0,1,1,0,not_applicable,2021,9,19,COPD_exacerbation,8,11,0,5,0,280.0,1.0,0,grid_unreliable,19
6937,district_hospital,O2_0185,rural,16,0,0,0,0,oxygen_concentrator,1,0,23.3,0,2,4,67,0,0,0,0,1,1,0,not_applicable,2021,7,6,asthma_severe,3,3,0,2,0,92.0,115.0,0,none,6
6938,district_hospital,O2_0117,urban,6,0,0,0,0,cylinder_portable,3,0,2.8,0,2,7,38,0,0,0,0,0,0,24,cylinder_delivery_delay,2024,12,9,trauma,0,9,0,2,3,160.0,22.0,1,generator_only,1
6939,district_hospital,O2_0023,rural,10,0,0,0,0,oxygen_concentrator,0,0,0.5,0,0,5,17,0,1,0,0,0,0,19,regulator_valve_failure,2022,1,18,heart_failure,0,18,0,4,5,276.0,26.0,1,grid_unreliable,2
6940,district_hospital,O2_0010,urban,59,0,0,0,0,cylinder_portable,0,0,0.8,0,3,3,36,0,1,0,0,0,0,17,no_oxygen_source,2023,12,8,COPD_exacerbation,0,8,0,2,1,171.0,27.0,0,solar,22
6941,district_hospital,O2_0101,urban,20,0,0,0,0,cylinder_piped,0,0,5.4,0,4,3,18,0,1,0,0,0,0,5,no_oxygen_source,2022,10,12,COPD_exacerbation,0,12,0,6,4,271.0,109.0,1,grid_unreliable,9
6942,district_hospital,O2_0155,urban,53,0,0,0,1,cylinder_portable,0,0,3.2,1,2,4,11,0,0,0,0,0,0,19,empty_cylinders_not_collected,2023,10,13,trauma,0,13,0,3,1,176.0,17.0,0,none,0
6943,district_hospital,O2_0049,rural,63,0,0,0,1,cylinder_portable,0,0,4.6,1,1,2,48,0,0,0,0,1,1,0,not_applicable,2024,2,11,COVID19_severe,5,6,0,4,0,209.0,37.0,1,none,24
6944,district_hospital,O2_0035,urban,47,0,0,0,0,cylinder_piped,0,0,1.6,0,4,4,20,0,1,0,0,0,0,30,power_outage,2023,10,9,pneumonia_child,0,9,0,5,1,182.0,40.0,0,solar,13
6945,district_hospital,O2_0033,peri_urban,115,0,1,0,0,oxygen_concentrator,4,2,1.6,1,1,1,53,0,0,0,0,0,0,1,regulator_valve_failure,2022,4,10,heart_failure,0,10,0,5,3,291.0,19.0,0,grid_unreliable,2
6946,district_hospital,O2_0179,peri_urban,119,0,0,1,0,oxygen_concentrator,3,0,0.7,0,1,5,38,0,0,0,0,1,1,0,not_applicable,2021,4,13,pneumonia_child,7,6,1,2,0,261.0,21.0,0,grid_reliable,10
6947,district_hospital,O2_0089,rural,31,0,0,0,0,cylinder_piped,0,0,5.1,1,0,2,9,0,0,0,0,0,0,8,cylinder_delivery_delay,2021,1,11,pneumonia_adult,0,11,0,5,2,317.0,20.0,1,none,3
6948,district_hospital,O2_0195,urban,5,0,0,0,0,none,1,0,0.6,0,3,6,6,0,0,0,0,0,0,20,concentrator_malfunction,2022,7,14,severe_malaria,0,14,0,3,3,145.0,46.0,1,grid_reliable,29
6949,district_hospital,O2_0106,urban,14,0,0,1,0,cylinder_portable,0,0,2.1,1,4,6,29,0,1,1,1,1,1,0,not_applicable,2021,2,15,pneumonia_child,5,10,0,4,0,161.0,39.0,0,generator_only,6
6950,district_hospital,O2_0090,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,1.6,0,0,1,48,0,0,0,0,1,1,0,not_applicable,2021,11,17,COPD_exacerbation,14,3,1,2,0,247.0,14.0,1,solar,3
6951,district_hospital,O2_0067,urban,40,0,0,0,0,cylinder_portable,0,0,14.9,0,3,5,1,0,0,0,0,1,1,1,power_outage,2024,6,12,neonatal_respiratory,7,5,0,1,0,136.0,71.0,0,solar,21
6952,district_hospital,O2_0026,urban,5,0,0,0,0,none,0,0,3.1,0,4,5,2,0,1,0,0,0,0,13,cylinder_delivery_delay,2021,3,13,pneumonia_adult,0,13,0,5,1,191.0,19.0,0,none,4
6953,district_hospital,O2_0158,rural,30,0,0,0,0,cylinder_portable,2,0,2.0,1,1,0,3,0,0,0,0,1,1,14,regulator_valve_failure,2023,2,13,other_hypoxemia,3,10,1,3,0,288.0,136.0,0,none,2
6954,district_hospital,O2_0009,rural,130,0,0,0,0,oxygen_concentrator,1,0,0.3,0,3,3,7,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,2,8,pneumonia_adult,0,8,0,4,1,204.0,9.0,0,none,3
6955,district_hospital,O2_0029,peri_urban,52,0,0,0,0,none,0,0,0.8,0,3,6,16,0,1,0,0,1,1,0,not_applicable,2024,2,13,trauma,7,6,1,2,0,259.0,14.0,0,solar,8
6956,district_hospital,O2_0073,rural,47,0,0,0,0,cylinder_piped,0,0,0.9,0,1,4,4,0,0,0,0,1,0,0,not_applicable,2023,12,7,neonatal_respiratory,2,5,0,2,0,258.0,30.0,1,grid_unreliable,13
6957,district_hospital,O2_0092,peri_urban,70,0,0,0,0,cylinder_piped,0,0,6.1,0,2,3,40,0,1,1,0,1,1,14,cylinder_delivery_delay,2023,11,9,pneumonia_child,3,6,0,3,0,276.0,14.0,1,none,11
6958,district_hospital,O2_0157,rural,58,0,0,0,0,cylinder_portable,0,0,5.3,0,1,5,3,0,1,0,0,0,0,1,PSA_plant_breakdown,2023,4,13,severe_malaria,0,13,0,5,5,117.0,8.0,0,solar,9
6959,district_hospital,O2_0112,urban,76,0,0,0,0,oxygen_concentrator,3,0,9.2,1,2,7,1,0,0,0,0,1,0,5,cylinder_delivery_delay,2023,1,14,severe_malaria,11,3,1,2,0,116.0,16.0,0,grid_reliable,8
6960,district_hospital,O2_0042,peri_urban,12,0,1,0,0,cylinder_piped,0,0,3.5,0,6,2,1,0,1,0,0,1,1,0,not_applicable,2022,7,19,trauma,11,8,0,3,0,290.0,18.0,1,solar,20
6961,district_hospital,O2_0127,urban,102,0,0,0,0,cylinder_piped,0,0,2.0,0,2,2,15,0,0,0,0,0,0,15,power_outage,2024,10,14,COVID19_severe,0,14,0,8,3,164.0,28.0,0,generator_only,1
6962,district_hospital,O2_0042,rural,51,0,0,0,0,none,0,0,15.2,0,2,3,0,0,0,0,0,0,0,1,PSA_plant_breakdown,2023,11,15,sepsis,0,15,0,6,2,50.0,36.0,1,grid_unreliable,12
6963,district_hospital,O2_0050,rural,20,0,0,0,0,LOX_bulk_tank,0,0,6.2,0,2,6,6,0,0,0,0,0,0,1,power_outage,2021,8,15,surgical_anaesthesia,0,15,0,7,6,154.0,23.0,0,generator_only,1
6964,district_hospital,O2_0007,peri_urban,72,0,0,0,0,cylinder_piped,0,0,2.5,0,2,7,76,0,0,0,0,0,0,23,concentrator_malfunction,2021,7,7,pneumonia_child,0,7,0,2,2,330.0,4.0,1,solar,7
6965,district_hospital,O2_0075,peri_urban,87,0,0,0,0,oxygen_concentrator,0,0,5.1,0,2,6,16,0,0,0,0,0,0,2,concentrator_malfunction,2022,2,12,sepsis,0,12,0,6,5,207.0,36.0,0,generator_only,9
6966,district_hospital,O2_0059,peri_urban,102,0,0,0,0,oxygen_concentrator,0,0,2.5,1,4,5,33,0,1,1,0,1,1,13,concentrator_malfunction,2024,2,9,COVID19_severe,4,5,1,4,0,307.0,128.0,0,grid_unreliable,0
6967,district_hospital,O2_0015,urban,19,0,1,0,0,cylinder_portable,0,0,2.5,0,4,4,17,0,0,0,0,0,0,24,cylinder_delivery_delay,2023,1,11,COVID19_severe,0,11,0,6,4,228.0,8.0,0,grid_unreliable,21
6968,district_hospital,O2_0063,urban,17,0,0,0,0,oxygen_concentrator,1,0,0.4,0,0,4,15,0,1,0,0,1,0,4,empty_cylinders_not_collected,2023,2,10,COPD_exacerbation,4,6,1,2,0,405.0,16.0,0,grid_unreliable,0
6969,district_hospital,O2_0015,rural,36,0,0,0,0,LOX_bulk_tank,0,0,14.4,0,3,5,21,0,1,0,0,0,0,9,power_outage,2023,11,8,pneumonia_adult,0,8,0,4,3,126.0,17.0,1,grid_unreliable,25
6970,district_hospital,O2_0105,peri_urban,79,0,0,1,0,none,1,0,2.4,1,5,4,1,0,1,0,0,0,0,12,funding_for_refill,2023,7,19,heart_failure,0,19,0,9,4,341.0,11.0,1,generator_only,4
6971,district_hospital,O2_0176,peri_urban,65,0,0,0,0,none,0,0,1.5,0,4,6,5,0,0,0,0,0,0,1,piping_system_leak,2023,9,12,neonatal_respiratory,0,12,0,2,4,187.0,106.0,0,grid_unreliable,6
6972,district_hospital,O2_0157,rural,29,0,0,0,0,cylinder_piped,0,0,24.7,0,2,2,9,0,0,0,0,1,1,0,not_applicable,2024,2,11,surgical_anaesthesia,5,6,0,3,0,232.0,116.0,1,grid_reliable,7
6973,district_hospital,O2_0117,urban,59,0,0,0,0,cylinder_portable,2,0,0.8,0,4,4,1,0,0,0,0,1,0,0,not_applicable,2024,8,10,COPD_exacerbation,4,6,1,3,0,236.0,17.0,0,solar,2
6974,district_hospital,O2_0120,rural,35,1,0,0,0,none,0,0,1.1,0,3,3,27,0,1,1,0,1,1,0,not_applicable,2024,1,5,trauma,2,3,0,2,0,126.0,156.0,1,grid_unreliable,1
6975,district_hospital,O2_0112,peri_urban,53,0,0,0,0,cylinder_portable,0,0,4.0,0,0,5,2,0,0,0,0,0,0,2,empty_cylinders_not_collected,2023,3,14,heart_failure,0,14,0,8,5,377.0,39.0,0,none,12
6976,district_hospital,O2_0035,urban,68,0,0,0,0,oxygen_concentrator,1,0,4.5,1,4,5,15,0,1,1,0,0,0,1,no_oxygen_source,2022,9,10,severe_malaria,0,10,0,5,4,146.0,33.0,0,none,16
6977,district_hospital,O2_0126,peri_urban,74,1,0,0,0,cylinder_portable,2,0,1.6,0,5,8,35,0,0,0,0,1,0,0,not_applicable,2022,9,15,pneumonia_child,8,7,0,4,0,181.0,115.0,1,none,50
6978,district_hospital,O2_0098,rural,23,0,0,0,0,oxygen_concentrator,0,0,20.6,0,0,5,12,0,0,0,0,0,0,28,cylinder_delivery_delay,2024,3,16,pneumonia_adult,0,16,0,5,7,394.0,12.0,1,grid_unreliable,16
6979,district_hospital,O2_0154,rural,13,0,0,0,0,none,0,0,2.6,0,0,7,7,0,1,0,0,0,0,23,PSA_plant_breakdown,2022,7,10,pneumonia_child,0,10,0,4,1,140.0,26.0,0,solar,18
6980,district_hospital,O2_0049,rural,66,0,0,0,0,none,0,0,2.4,0,1,4,6,0,0,0,0,0,0,24,concentrator_malfunction,2022,2,14,trauma,0,14,0,8,5,340.0,102.0,0,none,13
6981,district_hospital,O2_0075,urban,20,0,0,0,1,none,0,0,1.7,1,3,1,5,0,0,0,0,0,0,14,cylinder_delivery_delay,2022,7,14,COVID19_severe,0,14,0,3,3,164.0,9.0,1,solar,7
6982,district_hospital,O2_0063,peri_urban,67,0,0,0,0,none,0,0,7.0,0,3,2,3,0,0,0,0,1,1,0,not_applicable,2023,6,10,COPD_exacerbation,4,6,0,1,0,241.0,22.0,0,grid_unreliable,4
6983,district_hospital,O2_0196,rural,45,0,0,0,0,oxygen_concentrator,2,1,0.1,0,1,5,0,0,0,0,0,0,0,1,funding_for_refill,2021,4,12,COVID19_severe,0,12,0,2,2,122.0,13.0,0,grid_unreliable,40
6984,district_hospital,O2_0089,rural,79,0,0,0,0,none,0,0,3.1,0,8,6,9,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,7,6,surgical_anaesthesia,0,6,0,5,2,227.0,5.0,0,grid_unreliable,7
6985,district_hospital,O2_0081,peri_urban,27,0,0,1,0,LOX_bulk_tank,0,0,1.3,0,3,2,14,0,1,0,0,1,1,0,not_applicable,2023,4,15,surgical_anaesthesia,12,3,0,3,0,85.0,14.0,1,none,2
6986,district_hospital,O2_0027,urban,51,0,0,0,0,oxygen_concentrator,1,0,0.5,0,1,3,5,0,0,0,0,0,0,18,no_oxygen_source,2024,12,17,neonatal_respiratory,0,17,0,8,3,269.0,106.0,1,none,19
6987,district_hospital,O2_0169,peri_urban,96,1,0,0,1,oxygen_concentrator,5,2,18.1,1,6,4,23,0,0,0,0,0,0,6,concentrator_malfunction,2023,11,9,pneumonia_adult,0,9,0,4,1,77.0,7.0,0,generator_only,50
6988,district_hospital,O2_0108,peri_urban,75,0,0,0,0,oxygen_concentrator,0,0,4.4,0,5,4,21,0,1,1,0,0,0,2,power_outage,2024,6,16,pneumonia_child,0,16,0,8,4,222.0,40.0,0,none,8
6989,district_hospital,O2_0116,rural,60,0,0,0,0,cylinder_piped,0,0,8.5,0,4,3,12,0,1,1,0,1,1,0,not_applicable,2023,12,12,severe_malaria,6,6,0,5,0,280.0,22.0,1,generator_only,7
6990,district_hospital,O2_0168,peri_urban,87,0,0,0,0,oxygen_concentrator,0,0,17.9,0,4,6,15,0,1,0,0,1,1,0,not_applicable,2022,12,18,pneumonia_child,9,9,1,5,0,230.0,85.0,1,none,6
6991,district_hospital,O2_0013,rural,131,0,0,0,0,none,0,0,5.6,0,5,5,8,0,0,0,0,0,0,9,concentrator_malfunction,2024,12,13,other_hypoxemia,0,13,0,5,5,347.0,26.0,0,none,34
6992,district_hospital,O2_0006,peri_urban,71,0,0,0,0,cylinder_piped,0,0,17.6,0,6,4,8,0,0,0,0,1,1,0,not_applicable,2022,9,9,heart_failure,4,5,1,1,0,244.0,138.0,0,generator_only,0
6993,district_hospital,O2_0123,urban,21,0,0,0,0,oxygen_concentrator,2,0,5.5,0,4,2,0,0,0,0,0,0,0,9,cylinder_delivery_delay,2022,11,13,surgical_anaesthesia,0,13,0,1,2,138.0,48.0,0,grid_unreliable,3
6994,district_hospital,O2_0063,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,10.5,0,2,6,6,0,0,0,0,1,0,0,not_applicable,2024,3,12,COVID19_severe,9,3,1,3,0,218.0,138.0,0,generator_only,7
6995,district_hospital,O2_0077,rural,140,0,0,0,0,none,0,0,0.7,0,3,7,15,0,0,0,0,1,1,2,concentrator_malfunction,2022,12,16,asthma_severe,3,13,1,7,0,208.0,56.0,1,grid_unreliable,3
6996,district_hospital,O2_0029,peri_urban,86,0,0,0,0,none,0,0,3.1,0,2,1,1,0,1,0,0,1,1,0,not_applicable,2024,11,12,surgical_anaesthesia,5,7,0,2,0,107.0,9.0,1,grid_unreliable,29
6997,district_hospital,O2_0008,peri_urban,25,0,0,0,0,oxygen_concentrator,2,1,2.5,0,4,4,7,0,0,0,0,0,0,14,concentrator_malfunction,2021,12,20,COVID19_severe,0,20,0,8,6,266.0,7.0,0,solar,1
6998,district_hospital,O2_0064,peri_urban,79,0,0,0,0,cylinder_portable,0,0,6.2,0,3,2,41,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,10,14,COPD_exacerbation,0,14,0,8,4,190.0,37.0,1,solar,6
6999,district_hospital,O2_0020,urban,54,0,0,0,0,none,2,0,32.2,0,2,5,17,0,1,0,0,0,0,17,cylinder_delivery_delay,2023,4,8,heart_failure,0,8,0,7,3,331.0,33.0,0,none,28
7000,district_hospital,O2_0117,rural,72,0,0,0,0,LOX_bulk_tank,0,0,2.5,0,1,4,61,0,0,0,0,1,1,4,cylinder_delivery_delay,2023,8,7,neonatal_respiratory,3,4,0,3,0,283.0,32.0,0,generator_only,19
7001,district_hospital,O2_0053,urban,81,0,0,0,0,oxygen_concentrator,8,4,6.0,0,2,6,31,0,1,0,0,0,0,7,supplier_stockout,2022,10,13,severe_malaria,0,13,0,5,6,211.0,1.0,1,none,2
7002,district_hospital,O2_0056,urban,35,0,0,0,0,cylinder_portable,0,0,2.3,0,4,4,9,0,0,0,0,0,0,30,concentrator_malfunction,2022,4,16,pneumonia_child,0,16,0,8,5,320.0,11.0,0,solar,1
7003,district_hospital,O2_0086,rural,22,0,0,0,0,cylinder_piped,0,0,7.3,0,3,5,24,0,0,0,0,1,1,0,not_applicable,2024,10,15,trauma,7,8,0,4,0,238.0,8.0,0,grid_unreliable,43
7004,district_hospital,O2_0163,rural,5,0,0,0,0,none,0,0,2.1,0,2,5,30,0,0,0,0,1,1,0,not_applicable,2023,4,6,severe_malaria,2,4,1,2,0,238.0,41.0,0,generator_only,1
7005,district_hospital,O2_0043,rural,71,0,0,0,0,cylinder_piped,0,0,13.6,0,5,5,56,0,0,0,0,0,0,7,regulator_valve_failure,2024,10,14,neonatal_respiratory,0,14,0,4,7,226.0,13.0,0,generator_only,29
7006,district_hospital,O2_0077,urban,42,0,0,0,0,cylinder_portable,0,0,0.7,0,3,4,1,0,1,1,1,0,0,3,cylinder_delivery_delay,2023,1,17,pneumonia_adult,0,17,0,9,1,110.0,156.0,0,grid_unreliable,17
7007,district_hospital,O2_0108,urban,66,0,0,0,0,cylinder_portable,0,0,4.8,0,5,6,26,0,0,0,0,1,1,0,not_applicable,2022,12,15,COVID19_severe,6,9,0,4,0,30.0,47.0,0,generator_only,3
7008,district_hospital,O2_0188,peri_urban,56,0,0,0,0,LOX_bulk_tank,1,0,10.7,0,0,2,34,0,1,0,0,0,0,30,power_outage,2022,6,12,other_hypoxemia,0,12,0,6,1,342.0,146.0,0,none,9
7009,district_hospital,O2_0076,urban,39,0,0,0,0,cylinder_piped,0,0,7.4,0,5,4,25,0,0,0,0,0,0,3,demand_surge,2024,5,15,trauma,0,15,0,6,2,103.0,63.0,1,grid_unreliable,29
7010,district_hospital,O2_0163,peri_urban,187,0,0,0,0,cylinder_portable,0,0,1.1,0,0,4,10,0,1,0,0,1,1,0,not_applicable,2022,9,6,pneumonia_child,3,3,0,1,0,269.0,4.0,0,generator_only,3
7011,district_hospital,O2_0062,rural,106,0,0,0,0,oxygen_concentrator,0,0,1.4,0,4,4,24,0,1,1,0,1,1,0,not_applicable,2022,8,12,COPD_exacerbation,5,7,0,3,0,257.0,35.0,1,generator_only,1
7012,district_hospital,O2_0152,rural,59,0,0,0,0,none,0,0,1.9,0,4,6,40,0,0,0,0,1,0,0,not_applicable,2022,7,12,COPD_exacerbation,5,7,1,2,0,318.0,15.0,0,solar,23
7013,district_hospital,O2_0177,rural,74,0,0,0,0,oxygen_concentrator,2,0,0.9,1,2,3,63,0,0,0,0,1,1,0,not_applicable,2023,9,12,pneumonia_child,4,8,1,4,0,225.0,23.0,0,none,1
7014,district_hospital,O2_0043,peri_urban,65,0,0,0,0,oxygen_concentrator,4,1,13.4,1,2,5,30,0,0,0,0,0,0,27,cylinder_delivery_delay,2024,10,10,pneumonia_adult,0,10,0,5,1,148.0,0.0,0,grid_unreliable,5
7015,district_hospital,O2_0088,rural,66,0,0,0,0,LOX_bulk_tank,0,0,1.7,0,6,5,31,0,0,0,0,1,1,0,not_applicable,2023,7,8,heart_failure,4,4,0,4,0,249.0,85.0,1,generator_only,1
7016,district_hospital,O2_0103,rural,85,0,0,0,0,oxygen_concentrator,2,0,2.6,1,5,3,3,0,0,0,0,1,1,0,not_applicable,2024,5,7,sepsis,3,4,1,3,0,294.0,16.0,1,grid_unreliable,6
7017,district_hospital,O2_0031,peri_urban,119,0,0,0,0,none,2,1,1.1,1,1,5,0,0,1,1,1,0,0,5,supplier_stockout,2023,8,10,pneumonia_adult,0,10,0,7,3,225.0,50.0,1,generator_only,18
7018,district_hospital,O2_0120,peri_urban,58,0,0,0,0,cylinder_portable,0,0,1.6,0,2,3,26,0,0,0,0,1,1,0,not_applicable,2022,6,11,neonatal_respiratory,3,8,1,5,0,247.0,38.0,0,generator_only,47
7019,district_hospital,O2_0036,rural,5,0,0,0,0,oxygen_concentrator,2,1,4.8,0,2,4,29,0,1,1,0,1,0,0,not_applicable,2024,5,17,neonatal_respiratory,9,8,1,7,0,96.0,65.0,1,grid_unreliable,33
7020,district_hospital,O2_0035,peri_urban,25,0,0,0,0,cylinder_portable,0,0,3.1,0,8,4,11,0,0,0,0,1,1,0,not_applicable,2023,6,17,pneumonia_child,9,8,1,3,0,62.0,62.0,0,grid_unreliable,17
7021,district_hospital,O2_0166,rural,27,0,0,0,0,none,0,0,6.8,0,3,6,26,0,1,1,0,1,0,0,not_applicable,2023,12,8,neonatal_respiratory,4,4,0,1,0,97.0,106.0,0,none,11
7022,district_hospital,O2_0088,peri_urban,16,0,0,0,0,oxygen_concentrator,3,1,6.7,0,4,8,8,0,0,0,0,1,1,1,concentrator_malfunction,2022,10,24,surgical_anaesthesia,13,11,0,3,0,214.0,149.0,1,generator_only,6
7023,district_hospital,O2_0043,rural,43,0,1,0,0,cylinder_portable,0,0,4.8,0,4,5,1,0,0,0,0,1,0,1,PSA_plant_breakdown,2022,4,15,COVID19_severe,10,5,1,3,0,348.0,26.0,0,grid_unreliable,6
7024,district_hospital,O2_0138,rural,103,0,0,0,0,oxygen_concentrator,2,1,14.2,0,2,7,18,0,1,1,1,1,1,0,not_applicable,2022,1,8,severe_malaria,3,5,0,3,0,33.0,11.0,0,grid_reliable,15
7025,district_hospital,O2_0060,peri_urban,54,0,0,0,1,cylinder_portable,0,0,0.0,1,2,9,40,0,0,0,0,0,0,13,cylinder_delivery_delay,2023,2,12,heart_failure,0,12,0,3,3,167.0,174.0,0,none,4
7026,district_hospital,O2_0157,urban,88,0,0,0,0,cylinder_portable,0,0,5.9,1,4,5,26,0,0,0,0,0,0,18,cylinder_delivery_delay,2022,10,9,surgical_anaesthesia,0,9,0,4,2,91.0,43.0,1,grid_reliable,29
7027,district_hospital,O2_0005,rural,62,0,0,0,0,oxygen_concentrator,4,0,2.7,0,3,6,6,0,0,0,0,1,1,0,not_applicable,2022,3,11,trauma,5,6,1,3,0,245.0,22.0,0,generator_only,24
7028,district_hospital,O2_0066,rural,66,0,0,0,0,none,0,0,5.1,0,4,5,2,0,0,0,0,1,1,0,not_applicable,2023,1,10,trauma,4,6,1,2,0,192.0,18.0,0,generator_only,5
7029,district_hospital,O2_0115,urban,19,0,0,1,0,oxygen_concentrator,4,1,4.3,0,2,7,12,0,1,0,0,0,0,29,PSA_plant_breakdown,2022,1,15,asthma_severe,0,15,0,3,2,398.0,11.0,0,grid_unreliable,10
7030,district_hospital,O2_0094,rural,5,0,0,0,0,cylinder_piped,0,0,4.9,0,4,4,2,0,0,0,0,1,1,3,demand_surge,2024,9,9,neonatal_respiratory,1,8,1,1,0,187.0,3.0,0,grid_unreliable,3
7031,district_hospital,O2_0117,peri_urban,13,0,0,0,0,cylinder_piped,0,0,3.8,0,1,5,45,0,0,0,0,1,0,0,not_applicable,2023,4,8,COPD_exacerbation,3,5,1,3,0,273.0,4.0,1,solar,4
7032,district_hospital,O2_0178,peri_urban,39,0,0,0,0,oxygen_concentrator,1,0,4.7,0,3,2,22,0,0,0,0,0,0,2,concentrator_malfunction,2021,8,13,pneumonia_adult,0,13,0,5,2,47.0,86.0,0,none,34
7033,district_hospital,O2_0005,rural,48,0,0,0,0,cylinder_portable,0,0,0.7,0,2,3,22,0,0,0,0,0,0,15,no_oxygen_source,2024,10,13,asthma_severe,0,13,0,7,0,257.0,35.0,1,none,34
7034,district_hospital,O2_0024,peri_urban,55,0,0,0,0,LOX_bulk_tank,0,0,0.6,0,6,6,3,0,1,1,1,0,0,3,power_outage,2023,10,19,neonatal_respiratory,0,19,0,10,5,184.0,43.0,1,grid_unreliable,13
7035,district_hospital,O2_0048,urban,5,0,0,0,0,none,0,0,7.5,0,3,2,28,0,0,0,0,1,1,0,not_applicable,2024,8,7,pneumonia_child,3,4,1,2,0,162.0,53.0,1,solar,8
7036,district_hospital,O2_0175,rural,78,0,0,0,1,oxygen_concentrator,2,1,1.6,1,6,7,1,0,0,0,0,1,0,1,demand_surge,2024,4,12,COVID19_severe,6,6,1,3,0,79.0,28.0,0,generator_only,23
7037,district_hospital,O2_0129,peri_urban,56,0,1,0,0,none,0,0,2.5,0,3,7,3,0,0,0,0,0,0,1,no_oxygen_source,2023,8,2,pneumonia_child,0,2,0,0,1,230.0,57.0,0,none,30
7038,district_hospital,O2_0094,urban,149,0,1,0,0,cylinder_portable,0,0,3.6,0,3,4,56,0,1,0,0,1,1,4,cylinder_delivery_delay,2023,4,12,other_hypoxemia,4,8,0,2,0,82.0,7.0,0,none,23
7039,district_hospital,O2_0066,rural,67,0,1,0,0,LOX_bulk_tank,1,0,2.1,1,3,3,41,0,0,0,0,0,0,5,piping_system_leak,2022,8,17,COPD_exacerbation,0,17,0,11,9,248.0,6.0,0,grid_unreliable,1
7040,district_hospital,O2_0078,urban,5,0,0,0,0,oxygen_concentrator,2,0,0.7,0,3,3,2,0,1,0,0,0,0,1,no_oxygen_source,2021,11,7,other_hypoxemia,0,7,0,3,2,88.0,48.0,1,grid_reliable,1
7041,district_hospital,O2_0148,rural,5,0,0,0,0,cylinder_piped,0,0,3.6,0,3,1,25,0,0,0,0,0,0,12,power_outage,2021,6,7,surgical_anaesthesia,0,7,0,3,2,352.0,32.0,1,grid_unreliable,8
7042,district_hospital,O2_0155,peri_urban,37,0,0,0,1,oxygen_concentrator,2,0,6.2,1,7,7,8,0,0,0,0,0,0,9,power_outage,2023,9,10,pneumonia_adult,0,10,0,5,4,212.0,5.0,0,grid_unreliable,21
7043,district_hospital,O2_0176,urban,25,0,0,0,0,oxygen_concentrator,1,0,6.1,0,2,4,8,0,1,0,0,0,0,6,cylinder_delivery_delay,2021,9,17,COVID19_severe,0,17,0,10,4,283.0,226.0,0,grid_reliable,59
7044,district_hospital,O2_0141,rural,29,0,0,0,0,cylinder_piped,0,0,2.5,0,5,8,9,0,1,1,0,0,0,25,concentrator_malfunction,2021,5,16,pneumonia_adult,0,16,0,4,5,196.0,88.0,0,none,3
7045,district_hospital,O2_0147,urban,96,0,0,0,0,cylinder_portable,0,0,3.7,0,3,5,4,0,1,0,0,0,0,21,concentrator_malfunction,2023,3,10,heart_failure,0,10,0,8,3,118.0,44.0,0,none,1
7046,district_hospital,O2_0114,rural,51,0,0,0,0,cylinder_portable,1,0,22.7,0,5,8,33,0,0,0,0,0,0,16,power_outage,2021,9,18,sepsis,0,18,0,6,3,267.0,12.0,0,grid_unreliable,1
7047,district_hospital,O2_0120,rural,11,0,0,0,0,cylinder_portable,0,0,11.1,0,1,7,24,0,0,0,0,0,0,11,concentrator_malfunction,2022,9,16,pneumonia_adult,0,16,0,10,3,150.0,72.0,1,grid_reliable,3
7048,district_hospital,O2_0110,peri_urban,59,0,0,0,0,oxygen_concentrator,1,0,2.0,0,1,2,68,0,1,1,1,1,1,0,not_applicable,2024,1,13,COPD_exacerbation,5,8,1,3,0,178.0,7.0,1,solar,22
7049,district_hospital,O2_0026,peri_urban,5,0,0,0,0,cylinder_piped,0,0,0.3,0,4,8,77,0,0,0,0,0,0,21,concentrator_malfunction,2021,5,13,pneumonia_child,0,13,0,5,3,224.0,20.0,1,solar,10
7050,district_hospital,O2_0076,rural,5,0,0,0,0,oxygen_concentrator,0,0,1.0,0,2,3,50,0,0,0,0,0,0,1,PSA_plant_breakdown,2022,3,16,severe_malaria,0,16,0,7,4,263.0,73.0,0,grid_reliable,2
7051,district_hospital,O2_0095,rural,88,0,0,0,0,cylinder_piped,1,0,3.6,0,2,6,0,0,0,0,0,0,0,1,concentrator_malfunction,2024,8,12,pneumonia_child,0,12,0,7,3,266.0,68.0,1,generator_only,4
7052,district_hospital,O2_0199,rural,80,0,0,0,0,oxygen_concentrator,3,2,8.8,0,4,4,21,0,0,0,0,0,0,3,demand_surge,2021,6,14,pneumonia_child,0,14,0,6,5,137.0,37.0,0,grid_unreliable,24
7053,district_hospital,O2_0092,rural,17,0,0,0,0,oxygen_concentrator,3,1,1.6,0,3,2,7,0,0,0,0,0,0,7,concentrator_malfunction,2023,8,16,asthma_severe,0,16,0,5,6,181.0,80.0,1,generator_only,6
7054,district_hospital,O2_0136,peri_urban,36,0,0,0,0,PSA_plant_onsite,0,0,1.9,0,6,6,0,0,1,0,0,0,0,30,cylinder_delivery_delay,2023,5,15,pneumonia_adult,0,15,0,6,2,243.0,78.0,0,generator_only,39
7055,district_hospital,O2_0029,rural,62,0,0,0,0,oxygen_concentrator,3,0,4.1,0,3,4,32,0,0,0,0,0,0,13,cylinder_delivery_delay,2022,11,19,COVID19_severe,0,19,0,7,5,206.0,117.0,1,grid_unreliable,8
7056,district_hospital,O2_0154,rural,67,0,0,0,0,cylinder_portable,0,0,3.3,0,2,5,0,0,0,0,0,0,0,5,concentrator_malfunction,2022,5,13,other_hypoxemia,0,13,0,5,5,224.0,77.0,0,grid_reliable,23
7057,district_hospital,O2_0124,urban,93,0,0,0,0,LOX_bulk_tank,0,0,2.2,0,3,5,42,0,1,0,0,1,1,1,funding_for_refill,2022,5,12,neonatal_respiratory,7,5,0,3,0,251.0,31.0,0,solar,4
7058,district_hospital,O2_0180,peri_urban,57,0,0,0,0,none,0,0,5.2,0,5,7,4,0,1,1,0,1,0,0,not_applicable,2023,2,9,surgical_anaesthesia,6,3,0,2,0,200.0,46.0,0,none,10
7059,district_hospital,O2_0115,peri_urban,5,0,0,0,1,cylinder_portable,0,0,10.8,1,0,3,42,0,1,1,0,1,0,10,cylinder_delivery_delay,2024,6,15,pneumonia_child,8,7,0,2,0,76.0,47.0,1,grid_reliable,1
7060,district_hospital,O2_0193,peri_urban,63,0,0,0,0,cylinder_piped,0,0,7.2,0,6,3,13,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,3,10,pneumonia_child,0,10,0,5,2,138.0,64.0,0,generator_only,11
7061,district_hospital,O2_0136,rural,5,0,0,0,0,cylinder_portable,0,0,11.3,0,3,4,1,0,0,0,0,1,1,0,not_applicable,2022,10,15,neonatal_respiratory,5,10,0,6,0,100.0,91.0,0,grid_unreliable,3
7062,district_hospital,O2_0166,urban,44,1,0,0,0,oxygen_concentrator,0,0,1.2,0,4,3,2,0,0,0,0,1,0,0,not_applicable,2024,12,13,severe_malaria,9,4,0,2,0,160.0,28.0,0,generator_only,16
7063,district_hospital,O2_0111,rural,19,0,0,0,0,cylinder_portable,0,0,4.5,0,0,5,16,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,11,9,neonatal_respiratory,0,9,0,3,3,220.0,4.0,0,solar,9
7064,district_hospital,O2_0044,rural,54,0,0,1,0,oxygen_concentrator,2,0,2.7,1,2,1,6,0,0,0,0,1,0,0,not_applicable,2024,11,14,sepsis,5,9,1,4,0,273.0,22.0,1,grid_unreliable,7
7065,district_hospital,O2_0074,rural,94,0,1,0,0,cylinder_piped,0,0,23.4,0,5,5,8,0,1,0,0,0,0,15,cylinder_delivery_delay,2024,7,11,pneumonia_adult,0,11,0,5,4,191.0,55.0,0,solar,12
7066,district_hospital,O2_0038,peri_urban,110,0,0,0,0,cylinder_piped,0,0,0.5,0,4,11,9,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,5,13,surgical_anaesthesia,0,13,0,9,2,235.0,70.0,0,grid_unreliable,2
7067,district_hospital,O2_0174,rural,63,0,0,0,0,none,0,0,1.3,0,5,3,1,0,0,0,0,1,0,0,not_applicable,2024,2,11,other_hypoxemia,0,11,0,8,0,183.0,15.0,0,grid_unreliable,35
7068,district_hospital,O2_0036,rural,52,0,0,0,0,LOX_bulk_tank,0,0,4.2,0,0,5,11,0,0,0,0,0,0,17,cylinder_delivery_delay,2022,4,15,trauma,0,15,0,7,8,312.0,123.0,1,grid_reliable,2
7069,district_hospital,O2_0161,peri_urban,19,0,0,0,0,cylinder_portable,0,0,2.1,0,3,4,0,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,12,18,pneumonia_child,0,18,0,9,4,178.0,84.0,1,grid_unreliable,13
7070,district_hospital,O2_0118,rural,171,0,0,0,0,cylinder_portable,0,0,1.6,0,2,10,20,0,0,0,0,0,0,8,PSA_plant_breakdown,2023,2,15,pneumonia_child,0,15,0,6,3,418.0,31.0,1,grid_reliable,23
7071,district_hospital,O2_0070,rural,147,0,0,0,0,cylinder_portable,0,0,5.1,0,1,4,3,0,0,0,0,1,0,0,not_applicable,2023,6,14,severe_malaria,5,9,1,3,0,229.0,51.0,0,none,6
7072,district_hospital,O2_0138,rural,111,0,0,0,0,none,0,0,0.3,0,4,6,10,0,0,0,0,1,1,0,not_applicable,2024,4,18,pneumonia_adult,7,11,1,3,0,306.0,52.0,0,none,2
7073,district_hospital,O2_0126,peri_urban,21,0,0,0,0,oxygen_concentrator,3,0,2.8,0,3,5,9,0,1,1,1,1,1,0,not_applicable,2024,4,12,other_hypoxemia,5,7,0,5,0,102.0,27.0,1,none,9
7074,district_hospital,O2_0066,rural,95,0,0,0,0,none,0,0,5.8,0,5,3,84,0,0,0,0,0,0,28,concentrator_malfunction,2023,8,13,severe_malaria,0,13,0,5,4,101.0,166.0,0,grid_unreliable,28
7075,district_hospital,O2_0113,rural,5,0,0,0,1,cylinder_piped,0,0,10.0,1,4,4,57,0,0,0,0,0,0,12,funding_for_refill,2024,7,10,pneumonia_adult,0,10,0,4,1,132.0,16.0,1,generator_only,7
7076,district_hospital,O2_0145,rural,6,0,0,0,0,none,0,0,2.4,0,1,5,11,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,12,14,pneumonia_adult,0,14,0,9,6,116.0,7.0,0,solar,6
7077,district_hospital,O2_0171,peri_urban,5,0,0,0,0,LOX_bulk_tank,0,0,3.7,0,1,2,6,0,1,1,0,1,0,0,not_applicable,2023,4,16,sepsis,8,8,0,3,0,146.0,33.0,0,generator_only,9
7078,district_hospital,O2_0176,peri_urban,5,0,0,0,0,cylinder_piped,0,0,3.1,0,4,2,0,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,12,10,heart_failure,0,10,0,4,0,216.0,8.0,1,none,4
7079,district_hospital,O2_0015,urban,90,0,0,0,0,none,0,0,0.6,0,1,2,18,0,0,0,0,1,1,0,not_applicable,2022,1,11,sepsis,5,6,1,1,0,211.0,105.0,1,generator_only,9
7080,district_hospital,O2_0028,rural,101,0,0,0,1,cylinder_portable,0,0,2.9,1,3,5,69,0,1,0,0,1,1,4,funding_for_refill,2021,9,10,COPD_exacerbation,3,7,1,2,0,0.0,60.0,1,grid_unreliable,20
7081,district_hospital,O2_0157,rural,57,0,0,0,0,oxygen_concentrator,2,1,2.4,0,6,5,35,0,1,0,0,1,0,0,not_applicable,2023,1,12,pneumonia_child,4,8,0,5,0,191.0,8.0,0,grid_unreliable,0
7082,district_hospital,O2_0107,rural,53,0,0,0,0,oxygen_concentrator,2,0,5.7,0,4,6,16,0,0,0,0,1,1,15,cylinder_delivery_delay,2024,5,14,COPD_exacerbation,4,10,0,7,0,129.0,72.0,1,solar,21
7083,district_hospital,O2_0091,urban,67,0,0,0,0,cylinder_portable,0,0,2.9,0,2,3,16,0,0,0,0,1,1,0,not_applicable,2024,2,11,heart_failure,6,5,0,1,0,150.0,46.0,0,grid_unreliable,0
7084,district_hospital,O2_0109,peri_urban,5,0,0,0,0,cylinder_piped,0,0,7.0,1,1,1,3,0,1,0,0,1,1,1,demand_surge,2023,4,10,pneumonia_child,2,8,1,1,0,189.0,11.0,1,grid_unreliable,4
7085,district_hospital,O2_0196,rural,5,0,0,0,0,oxygen_concentrator,0,0,5.6,0,1,2,9,0,1,0,0,1,1,0,not_applicable,2021,12,11,COVID19_severe,4,7,1,2,0,58.0,21.0,0,generator_only,23
7086,district_hospital,O2_0048,urban,147,0,0,0,0,cylinder_portable,0,0,3.2,0,6,3,17,0,0,0,0,1,0,0,not_applicable,2024,7,10,pneumonia_child,6,4,0,3,0,92.0,3.0,0,generator_only,5
7087,district_hospital,O2_0054,peri_urban,74,0,0,0,0,oxygen_concentrator,1,0,1.7,0,4,4,14,0,1,1,0,1,1,0,not_applicable,2024,7,14,pneumonia_child,8,6,0,4,0,204.0,22.0,1,grid_reliable,6
7088,district_hospital,O2_0134,peri_urban,87,0,0,0,0,cylinder_portable,0,0,0.3,0,2,5,18,0,0,0,0,1,0,0,not_applicable,2021,1,8,pneumonia_adult,2,6,0,6,0,208.0,40.0,0,none,24
7089,district_hospital,O2_0110,urban,78,0,0,0,0,oxygen_concentrator,0,0,12.8,1,2,9,3,0,0,0,0,0,0,4,funding_for_refill,2021,6,10,pneumonia_adult,0,10,0,3,4,107.0,29.0,0,grid_reliable,2
7090,district_hospital,O2_0048,peri_urban,36,0,0,0,0,cylinder_portable,0,0,15.0,0,0,5,22,0,0,0,0,1,1,0,not_applicable,2023,9,8,asthma_severe,5,3,0,1,0,249.0,2.0,1,grid_unreliable,24
7091,district_hospital,O2_0154,rural,101,1,0,0,0,cylinder_portable,0,0,5.5,0,1,1,2,0,0,0,0,1,1,0,not_applicable,2022,5,12,COPD_exacerbation,5,7,1,3,0,0.0,14.0,0,solar,13
7092,district_hospital,O2_0176,peri_urban,52,0,0,1,0,oxygen_concentrator,1,0,1.7,0,3,5,16,0,0,0,0,1,1,0,not_applicable,2024,12,12,COPD_exacerbation,6,6,1,3,0,229.0,19.0,0,grid_reliable,4
7093,district_hospital,O2_0054,rural,89,0,0,0,0,oxygen_concentrator,1,0,2.4,0,1,0,0,0,0,0,0,1,1,2,cylinder_delivery_delay,2024,4,15,pneumonia_adult,9,6,0,1,0,209.0,51.0,0,none,11
7094,district_hospital,O2_0024,rural,18,0,0,0,0,oxygen_concentrator,2,0,5.3,0,5,2,17,0,0,0,0,0,0,4,empty_cylinders_not_collected,2024,7,8,sepsis,0,8,0,2,2,185.0,153.0,1,grid_reliable,6
7095,district_hospital,O2_0076,peri_urban,99,0,0,0,0,oxygen_concentrator,3,0,0.4,0,4,1,89,0,0,0,0,1,0,1,empty_cylinders_not_collected,2024,1,17,COVID19_severe,5,12,0,6,0,167.0,28.0,0,generator_only,5
7096,district_hospital,O2_0093,peri_urban,10,0,0,0,0,oxygen_concentrator,0,0,6.7,0,5,3,48,0,1,0,0,0,0,25,funding_for_refill,2024,2,10,COPD_exacerbation,0,10,0,3,0,316.0,182.0,1,grid_unreliable,8
7097,district_hospital,O2_0131,urban,107,0,0,0,0,cylinder_piped,0,0,0.3,0,2,6,18,0,0,0,0,1,1,0,not_applicable,2022,3,13,trauma,6,7,0,4,0,215.0,8.0,0,solar,10
7098,district_hospital,O2_0089,urban,66,0,0,0,0,none,2,1,3.5,0,2,4,37,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,4,7,other_hypoxemia,0,7,0,5,2,85.0,118.0,0,solar,1
7099,district_hospital,O2_0153,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,0.6,0,2,5,30,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,11,13,trauma,0,13,0,7,5,203.0,18.0,1,grid_unreliable,12
7100,district_hospital,O2_0076,rural,5,0,0,0,0,none,0,0,1.4,0,3,5,32,0,1,0,0,1,0,0,not_applicable,2024,1,16,pneumonia_child,7,9,1,4,0,380.0,129.0,1,solar,36
7101,district_hospital,O2_0037,peri_urban,89,0,0,0,0,oxygen_concentrator,2,1,9.7,0,5,5,37,0,0,0,0,1,1,2,empty_cylinders_not_collected,2023,2,12,surgical_anaesthesia,3,9,0,6,0,282.0,105.0,0,none,1
7102,district_hospital,O2_0115,urban,5,0,0,1,0,none,0,0,5.6,0,3,4,27,0,1,0,0,1,0,0,not_applicable,2024,5,18,COPD_exacerbation,10,8,1,2,0,186.0,29.0,1,solar,14
7103,district_hospital,O2_0107,urban,133,0,0,0,0,oxygen_concentrator,2,0,7.8,0,2,4,13,0,1,1,0,1,1,0,not_applicable,2024,4,14,trauma,11,3,1,1,0,235.0,9.0,1,grid_reliable,10
7104,district_hospital,O2_0105,peri_urban,93,0,0,0,0,cylinder_portable,4,1,1.1,0,2,5,3,0,0,0,0,1,1,0,not_applicable,2023,12,9,pneumonia_child,4,5,1,4,0,243.0,49.0,1,grid_unreliable,23
7105,district_hospital,O2_0137,urban,68,0,0,0,0,none,0,0,9.4,0,2,5,4,0,0,0,0,1,1,0,not_applicable,2024,4,10,pneumonia_adult,5,5,0,3,0,305.0,165.0,1,generator_only,20
7106,district_hospital,O2_0191,rural,78,0,0,0,0,cylinder_portable,0,0,8.4,0,5,1,55,0,1,0,0,1,0,5,concentrator_malfunction,2022,10,9,pneumonia_child,2,7,0,2,0,255.0,7.0,0,solar,45
7107,district_hospital,O2_0043,rural,92,0,0,0,0,oxygen_concentrator,0,0,11.4,0,2,2,12,0,0,0,0,0,0,12,power_outage,2024,4,12,severe_malaria,0,12,0,4,1,101.0,26.0,0,generator_only,3
7108,district_hospital,O2_0163,peri_urban,59,0,0,0,0,cylinder_portable,0,0,0.7,0,3,2,7,0,1,0,0,0,0,1,demand_surge,2024,2,12,trauma,0,12,0,4,4,231.0,106.0,1,none,14
7109,district_hospital,O2_0194,rural,115,0,0,0,0,none,0,0,1.3,1,5,1,4,0,0,0,0,0,0,9,empty_cylinders_not_collected,2024,8,14,neonatal_respiratory,0,14,0,2,5,244.0,15.0,0,grid_unreliable,14
7110,district_hospital,O2_0148,urban,80,0,1,0,0,LOX_bulk_tank,0,0,6.4,0,2,5,4,0,0,0,0,0,0,1,concentrator_malfunction,2022,2,13,other_hypoxemia,0,13,0,6,3,363.0,50.0,0,solar,10
7111,district_hospital,O2_0192,urban,60,0,0,0,0,cylinder_portable,0,0,6.0,0,3,5,7,0,0,0,0,0,0,11,empty_cylinders_not_collected,2023,10,11,pneumonia_adult,0,11,0,5,4,242.0,26.0,1,grid_unreliable,14
7112,district_hospital,O2_0074,peri_urban,76,0,0,0,0,oxygen_concentrator,4,1,6.9,0,2,6,5,0,0,0,0,1,1,0,not_applicable,2023,9,12,COVID19_severe,1,11,1,4,0,305.0,39.0,1,solar,5
7113,district_hospital,O2_0081,rural,92,0,0,0,1,cylinder_portable,0,0,3.4,1,3,3,7,0,1,0,0,0,0,1,concentrator_malfunction,2024,7,17,pneumonia_adult,0,17,0,5,4,264.0,99.0,1,grid_reliable,25
7114,district_hospital,O2_0101,urban,5,0,0,0,0,cylinder_piped,0,0,8.5,0,4,1,16,0,0,0,0,1,1,0,not_applicable,2023,9,12,trauma,5,7,0,3,0,398.0,78.0,1,grid_unreliable,10
7115,district_hospital,O2_0127,peri_urban,183,0,0,0,0,cylinder_portable,0,0,1.7,0,2,6,12,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,12,13,trauma,5,8,1,4,0,144.0,36.0,0,grid_reliable,32
7116,district_hospital,O2_0118,rural,60,0,0,0,0,cylinder_piped,2,1,9.2,0,2,2,1,0,1,1,0,1,0,0,not_applicable,2021,4,15,heart_failure,6,9,0,4,0,284.0,141.0,0,none,13
7117,district_hospital,O2_0091,rural,5,0,0,0,0,oxygen_concentrator,4,1,4.4,0,1,4,18,0,0,0,0,0,0,30,regulator_valve_failure,2022,1,10,neonatal_respiratory,0,10,0,2,4,254.0,47.0,1,solar,7
7118,district_hospital,O2_0068,peri_urban,66,0,0,0,0,cylinder_portable,0,0,6.1,1,6,4,5,0,1,1,0,1,1,0,not_applicable,2024,7,9,trauma,3,6,1,3,0,220.0,70.0,0,solar,19
7119,district_hospital,O2_0129,rural,25,0,0,1,0,cylinder_piped,2,1,3.2,0,1,1,22,0,0,0,0,0,0,17,power_outage,2023,10,16,neonatal_respiratory,0,16,0,7,6,219.0,25.0,0,grid_reliable,37
7120,district_hospital,O2_0050,rural,16,0,0,0,0,oxygen_concentrator,1,0,2.1,0,6,6,38,0,1,1,1,0,0,16,funding_for_refill,2022,3,12,heart_failure,0,12,0,5,2,249.0,179.0,0,grid_unreliable,6
7121,district_hospital,O2_0122,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,0.5,0,1,7,24,0,1,0,0,1,1,0,not_applicable,2023,7,15,trauma,8,7,1,2,0,353.0,31.0,0,solar,3
7122,district_hospital,O2_0134,peri_urban,66,0,0,0,0,none,0,0,3.6,0,4,2,61,0,1,0,0,1,1,1,cylinder_delivery_delay,2021,6,15,pneumonia_adult,2,13,1,7,0,113.0,178.0,0,grid_unreliable,2
7123,district_hospital,O2_0093,rural,85,0,0,0,0,cylinder_piped,0,0,1.4,0,1,1,19,0,1,0,0,1,1,0,not_applicable,2023,4,8,pneumonia_adult,3,5,0,2,0,166.0,45.0,0,grid_reliable,9
7124,district_hospital,O2_0101,rural,34,0,0,0,0,none,0,0,1.5,0,3,2,25,0,1,0,0,1,1,1,concentrator_malfunction,2021,11,16,surgical_anaesthesia,6,10,1,1,0,230.0,100.0,0,generator_only,9
7125,district_hospital,O2_0067,rural,44,0,0,0,0,cylinder_piped,0,0,1.5,1,4,4,3,0,1,0,0,0,0,3,power_outage,2022,9,13,COVID19_severe,0,13,0,5,2,335.0,11.0,0,none,7
7126,district_hospital,O2_0125,peri_urban,91,0,0,0,0,oxygen_concentrator,3,0,0.9,0,5,4,18,0,1,0,0,1,1,0,not_applicable,2023,7,15,heart_failure,5,10,0,2,0,104.0,13.0,0,solar,11
7127,district_hospital,O2_0003,rural,5,0,0,0,0,LOX_bulk_tank,0,0,6.9,0,3,1,0,0,1,0,0,0,0,1,power_outage,2022,10,11,asthma_severe,0,11,0,6,2,146.0,9.0,0,solar,31
7128,district_hospital,O2_0097,urban,79,0,0,0,0,oxygen_concentrator,2,0,1.1,0,3,3,72,0,1,0,0,0,0,6,demand_surge,2024,9,16,surgical_anaesthesia,0,16,0,6,5,186.0,67.0,0,solar,5
7129,district_hospital,O2_0196,rural,89,0,0,0,0,cylinder_piped,0,0,5.2,0,1,2,21,0,0,0,0,0,0,7,power_outage,2024,2,12,pneumonia_adult,0,12,0,3,3,137.0,17.0,1,grid_unreliable,7
7130,district_hospital,O2_0053,urban,43,0,0,0,0,none,0,0,7.4,0,3,3,3,0,0,0,0,1,0,0,not_applicable,2024,1,11,trauma,4,7,1,3,0,371.0,207.0,1,grid_reliable,12
7131,district_hospital,O2_0040,urban,97,0,0,0,0,oxygen_concentrator,4,0,1.1,0,1,4,66,0,0,0,0,0,0,14,concentrator_malfunction,2023,2,6,pneumonia_child,0,6,0,2,0,97.0,8.0,0,solar,37
7132,district_hospital,O2_0139,urban,53,0,0,0,0,oxygen_concentrator,0,0,1.0,0,4,7,9,0,0,0,0,0,0,1,no_oxygen_source,2021,9,10,neonatal_respiratory,0,10,0,2,2,82.0,62.0,0,generator_only,14
7133,district_hospital,O2_0137,peri_urban,68,0,0,0,0,oxygen_concentrator,0,0,14.4,0,3,2,21,0,0,0,0,1,0,0,not_applicable,2024,9,15,COPD_exacerbation,9,6,0,4,0,103.0,20.0,1,grid_unreliable,0
7134,district_hospital,O2_0016,peri_urban,178,0,0,0,0,cylinder_piped,0,0,7.2,0,3,2,22,0,1,0,0,1,1,0,not_applicable,2023,1,10,severe_malaria,3,7,1,1,0,91.0,37.0,0,grid_unreliable,5
7135,district_hospital,O2_0156,peri_urban,105,0,0,0,0,oxygen_concentrator,2,1,0.2,0,2,3,34,0,0,0,0,0,0,4,concentrator_malfunction,2024,7,12,COPD_exacerbation,0,12,0,6,1,244.0,95.0,0,grid_reliable,4
7136,district_hospital,O2_0025,peri_urban,21,0,0,0,0,none,0,0,1.2,0,7,3,3,0,0,0,0,0,0,2,power_outage,2023,4,13,neonatal_respiratory,0,13,0,10,1,141.0,169.0,0,generator_only,1
7137,district_hospital,O2_0118,rural,39,0,0,0,0,cylinder_piped,0,0,6.9,0,6,6,4,0,1,0,0,1,0,0,not_applicable,2024,5,10,COPD_exacerbation,4,6,0,3,0,243.0,23.0,1,grid_reliable,18
7138,district_hospital,O2_0125,rural,77,0,0,0,1,none,0,0,8.9,1,4,3,8,0,0,0,0,1,0,0,not_applicable,2022,3,10,neonatal_respiratory,6,4,0,3,0,183.0,52.0,1,grid_reliable,1
7139,district_hospital,O2_0035,peri_urban,127,0,0,1,0,oxygen_concentrator,6,2,0.7,0,4,4,14,0,0,0,0,1,0,0,not_applicable,2024,3,6,severe_malaria,4,2,0,0,0,112.0,59.0,0,none,3
7140,district_hospital,O2_0115,rural,42,0,0,0,0,oxygen_concentrator,2,0,8.5,0,0,4,3,0,1,1,0,0,0,30,funding_for_refill,2023,8,11,pneumonia_adult,0,11,0,10,3,404.0,21.0,0,grid_reliable,12
7141,district_hospital,O2_0001,rural,10,0,0,0,0,cylinder_portable,0,0,4.5,0,2,0,9,0,1,1,0,0,0,11,funding_for_refill,2023,6,19,pneumonia_adult,0,19,0,10,8,154.0,85.0,0,none,6
7142,district_hospital,O2_0014,peri_urban,122,0,0,0,0,LOX_bulk_tank,0,0,0.7,0,4,4,49,0,0,0,0,1,1,0,not_applicable,2024,4,13,neonatal_respiratory,1,12,0,4,0,146.0,45.0,0,grid_unreliable,2
7143,district_hospital,O2_0011,peri_urban,5,0,1,0,0,PSA_plant_onsite,0,0,0.1,0,4,2,22,1,1,1,0,1,0,9,cylinder_delivery_delay,2022,7,12,pneumonia_adult,6,6,1,2,0,248.0,18.0,0,solar,20
7144,district_hospital,O2_0098,peri_urban,43,0,0,0,0,none,0,0,3.3,0,3,6,1,0,0,0,0,1,0,0,not_applicable,2021,8,15,neonatal_respiratory,11,4,0,3,0,132.0,4.0,0,none,9
7145,district_hospital,O2_0179,urban,78,0,0,0,0,oxygen_concentrator,0,0,9.9,0,2,2,10,0,0,0,0,1,1,0,not_applicable,2023,2,10,COVID19_severe,3,7,0,3,0,104.0,61.0,1,grid_unreliable,17
7146,district_hospital,O2_0139,rural,30,0,0,0,0,LOX_bulk_tank,0,0,2.6,0,3,3,30,0,0,0,0,1,0,0,not_applicable,2022,9,10,heart_failure,6,4,0,0,0,269.0,0.0,0,grid_unreliable,18
7147,district_hospital,O2_0167,urban,64,0,0,0,0,oxygen_concentrator,2,1,2.2,0,4,7,18,0,0,0,0,1,0,2,cylinder_delivery_delay,2024,6,9,COPD_exacerbation,4,5,1,1,0,46.0,207.0,0,grid_reliable,1
7148,district_hospital,O2_0058,urban,41,0,0,0,0,cylinder_portable,0,0,4.6,0,4,4,7,0,0,0,0,0,0,2,power_outage,2023,8,11,pneumonia_adult,0,11,0,7,3,198.0,55.0,1,generator_only,6
7149,district_hospital,O2_0074,rural,33,0,0,0,0,none,0,0,1.5,0,2,4,22,0,0,0,0,1,0,0,not_applicable,2021,2,13,COPD_exacerbation,5,8,0,4,0,267.0,36.0,0,grid_reliable,0
7150,district_hospital,O2_0129,peri_urban,88,0,1,0,0,none,0,0,12.5,0,4,3,13,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,9,12,other_hypoxemia,0,12,0,6,0,284.0,191.0,1,grid_unreliable,3
7151,district_hospital,O2_0123,urban,115,0,0,0,0,oxygen_concentrator,2,1,7.1,0,2,5,5,0,0,0,0,1,1,0,not_applicable,2024,1,8,pneumonia_child,3,5,1,2,0,261.0,164.0,1,generator_only,8
7152,district_hospital,O2_0071,urban,69,0,0,0,0,oxygen_concentrator,2,0,5.0,0,4,3,22,0,0,0,0,1,1,4,no_oxygen_source,2021,12,13,pneumonia_child,5,8,1,3,0,75.0,25.0,1,grid_unreliable,20
7153,district_hospital,O2_0084,peri_urban,100,0,0,0,0,oxygen_concentrator,3,0,7.0,0,3,6,24,0,1,0,0,1,1,0,not_applicable,2024,5,11,other_hypoxemia,3,8,0,4,0,231.0,91.0,1,none,48
7154,district_hospital,O2_0044,peri_urban,56,0,0,0,0,oxygen_concentrator,1,0,4.1,0,5,5,7,0,0,0,0,0,0,26,cylinder_delivery_delay,2023,7,9,pneumonia_adult,0,9,0,4,4,207.0,3.0,1,solar,37
7155,district_hospital,O2_0125,rural,62,0,0,0,0,oxygen_concentrator,2,1,11.0,0,2,6,6,0,0,0,0,1,1,1,power_outage,2021,1,15,asthma_severe,7,8,1,2,0,172.0,66.0,0,grid_unreliable,22
7156,district_hospital,O2_0179,peri_urban,74,0,0,0,0,oxygen_concentrator,2,1,7.8,0,1,2,11,0,0,0,0,0,0,8,concentrator_malfunction,2023,12,8,pneumonia_child,0,8,0,5,2,142.0,31.0,1,grid_unreliable,28
7157,district_hospital,O2_0145,rural,48,0,0,0,0,cylinder_portable,0,0,13.1,0,5,10,0,0,0,0,0,0,0,1,concentrator_malfunction,2022,7,15,trauma,0,15,0,7,6,260.0,58.0,0,grid_unreliable,30
7158,district_hospital,O2_0150,rural,61,0,0,1,0,LOX_bulk_tank,0,0,5.9,0,5,3,20,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,4,18,trauma,0,18,0,11,8,139.0,1.0,0,none,42
7159,district_hospital,O2_0145,peri_urban,50,0,0,0,0,oxygen_concentrator,3,0,2.3,0,4,6,18,0,0,0,0,0,0,9,no_oxygen_source,2024,4,12,pneumonia_child,0,12,0,4,1,208.0,138.0,1,grid_unreliable,4
7160,district_hospital,O2_0006,urban,95,0,0,0,0,cylinder_portable,0,0,2.5,0,1,3,1,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,5,11,heart_failure,0,11,0,5,4,356.0,21.0,0,solar,9
7161,district_hospital,O2_0062,peri_urban,85,0,0,0,0,cylinder_portable,0,0,2.4,0,2,4,48,0,0,0,0,1,1,0,not_applicable,2021,4,13,COVID19_severe,1,12,0,4,0,115.0,57.0,1,solar,20
7162,district_hospital,O2_0074,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,3.0,1,2,3,4,0,1,1,0,0,0,13,empty_cylinders_not_collected,2022,5,10,COVID19_severe,0,10,0,5,3,329.0,25.0,1,generator_only,2
7163,district_hospital,O2_0141,rural,5,0,0,0,0,cylinder_piped,0,0,13.2,0,2,7,30,0,0,0,0,0,0,30,demand_surge,2024,10,17,pneumonia_child,0,17,0,7,5,212.0,136.0,0,solar,8
7164,district_hospital,O2_0047,peri_urban,82,0,0,0,0,none,0,0,12.4,0,1,3,3,0,0,0,0,1,1,0,not_applicable,2024,3,11,trauma,4,7,1,2,0,371.0,130.0,0,grid_reliable,3
7165,district_hospital,O2_0170,urban,28,0,0,0,0,oxygen_concentrator,4,1,1.8,0,4,2,45,0,0,0,0,1,0,0,not_applicable,2022,8,12,COVID19_severe,9,3,0,2,0,84.0,7.0,1,none,17
7166,district_hospital,O2_0058,urban,100,0,0,0,0,oxygen_concentrator,2,0,12.0,0,3,4,0,0,0,0,0,0,0,22,power_outage,2021,1,11,other_hypoxemia,0,11,0,2,4,194.0,41.0,0,grid_reliable,45
7167,district_hospital,O2_0047,urban,90,0,0,0,0,oxygen_concentrator,5,3,3.5,0,5,4,37,0,0,0,0,0,0,17,funding_for_refill,2023,12,11,COVID19_severe,0,11,0,2,2,142.0,130.0,1,none,0
7168,district_hospital,O2_0079,rural,55,0,0,0,0,oxygen_concentrator,1,0,1.7,0,5,2,8,0,1,0,0,1,1,0,not_applicable,2024,5,12,heart_failure,3,9,0,5,0,185.0,5.0,0,grid_unreliable,16
7169,district_hospital,O2_0044,rural,111,0,0,0,0,cylinder_portable,0,0,8.4,0,2,7,2,0,0,0,0,0,0,7,concentrator_malfunction,2023,11,8,surgical_anaesthesia,0,8,0,4,0,187.0,30.0,0,none,9
7170,district_hospital,O2_0185,peri_urban,14,0,0,0,0,cylinder_piped,0,0,2.6,1,2,2,8,0,0,0,0,1,1,0,not_applicable,2022,11,10,surgical_anaesthesia,3,7,0,4,0,168.0,122.0,1,none,2
7171,district_hospital,O2_0186,peri_urban,55,0,0,0,0,oxygen_concentrator,0,0,1.6,0,2,3,86,0,1,1,0,1,1,0,not_applicable,2023,6,12,pneumonia_adult,3,9,1,5,0,324.0,46.0,0,solar,16
7172,district_hospital,O2_0002,rural,36,0,0,0,0,oxygen_concentrator,2,1,0.2,0,4,5,5,0,1,0,0,1,1,6,cylinder_delivery_delay,2023,2,8,COVID19_severe,5,3,1,1,0,110.0,38.0,0,grid_unreliable,26
7173,district_hospital,O2_0137,rural,72,0,0,0,0,oxygen_concentrator,1,0,8.9,0,3,4,24,0,0,0,0,0,0,8,demand_surge,2022,2,10,surgical_anaesthesia,0,10,0,2,3,199.0,49.0,0,generator_only,24
7174,district_hospital,O2_0103,rural,92,0,0,0,1,oxygen_concentrator,2,1,8.7,1,4,5,7,0,0,0,0,1,1,0,not_applicable,2024,9,8,pneumonia_child,3,5,1,2,0,243.0,69.0,0,grid_unreliable,3
7175,district_hospital,O2_0162,peri_urban,56,0,0,0,0,oxygen_concentrator,4,2,6.2,0,8,3,9,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,10,12,heart_failure,0,12,0,4,6,127.0,96.0,0,grid_unreliable,16
7176,district_hospital,O2_0053,urban,135,0,0,0,0,cylinder_portable,0,0,1.3,0,1,5,21,0,1,1,1,1,0,0,not_applicable,2023,8,13,severe_malaria,4,9,0,3,0,221.0,101.0,0,none,28
7177,district_hospital,O2_0188,peri_urban,76,0,0,0,0,none,0,0,6.5,0,1,4,1,0,0,0,0,1,1,0,not_applicable,2021,8,11,pneumonia_adult,3,8,1,1,0,315.0,21.0,1,none,41
7178,district_hospital,O2_0156,rural,70,0,0,0,0,cylinder_portable,0,0,2.8,0,6,6,6,0,0,0,0,0,0,9,empty_cylinders_not_collected,2022,4,9,pneumonia_child,0,9,0,6,3,284.0,155.0,1,generator_only,7
7179,district_hospital,O2_0009,rural,12,0,1,0,0,cylinder_piped,0,0,6.0,0,0,3,24,0,0,0,0,0,0,2,empty_cylinders_not_collected,2021,7,10,pneumonia_adult,0,10,0,4,5,80.0,22.0,1,generator_only,2
7180,district_hospital,O2_0148,urban,5,0,0,0,0,cylinder_portable,0,0,10.2,0,1,2,19,0,1,0,0,0,0,1,funding_for_refill,2022,1,11,COVID19_severe,0,11,0,4,5,205.0,97.0,1,grid_reliable,3
7181,district_hospital,O2_0105,rural,59,0,0,0,0,cylinder_portable,0,0,0.9,0,4,5,82,0,0,0,0,0,0,1,regulator_valve_failure,2024,9,12,COPD_exacerbation,0,12,0,4,1,348.0,32.0,0,grid_unreliable,17
7182,district_hospital,O2_0186,urban,83,0,0,0,0,LOX_bulk_tank,2,0,4.8,0,4,6,30,0,1,0,0,1,1,0,not_applicable,2022,2,13,pneumonia_adult,7,6,0,2,0,99.0,64.0,1,grid_unreliable,14
7183,district_hospital,O2_0095,rural,5,0,0,0,0,cylinder_portable,0,0,6.8,0,3,1,15,0,1,0,0,1,1,0,not_applicable,2023,4,14,pneumonia_child,4,10,1,3,0,266.0,35.0,0,generator_only,15
7184,district_hospital,O2_0113,urban,5,0,0,0,0,cylinder_portable,0,0,0.1,0,2,9,28,0,0,0,0,0,0,8,cylinder_delivery_delay,2023,4,12,COVID19_severe,0,12,0,6,3,230.0,1.0,0,none,0
7185,district_hospital,O2_0106,rural,59,0,0,0,0,oxygen_concentrator,2,1,7.3,0,1,2,101,0,0,0,0,1,1,4,funding_for_refill,2024,7,5,pneumonia_child,1,4,1,3,0,88.0,105.0,0,grid_reliable,16
7186,district_hospital,O2_0091,peri_urban,50,0,0,0,0,cylinder_piped,0,0,0.7,0,2,10,6,0,0,0,0,1,1,0,not_applicable,2023,12,7,COVID19_severe,1,6,0,5,0,51.0,34.0,0,solar,6
7187,district_hospital,O2_0041,urban,46,0,1,0,1,cylinder_portable,0,0,0.8,1,2,2,32,0,1,1,0,1,0,0,not_applicable,2023,10,14,other_hypoxemia,7,7,1,2,0,166.0,37.0,1,grid_unreliable,14
7188,district_hospital,O2_0032,rural,90,0,0,0,0,cylinder_piped,0,0,0.3,0,5,8,3,0,0,0,0,0,0,3,demand_surge,2021,10,16,neonatal_respiratory,0,16,0,4,7,271.0,167.0,0,generator_only,14
7189,district_hospital,O2_0052,urban,86,0,0,0,0,oxygen_concentrator,3,1,12.0,0,0,2,9,0,0,0,0,1,0,0,not_applicable,2022,3,5,COVID19_severe,2,3,0,1,0,78.0,40.0,1,none,2
7190,district_hospital,O2_0061,rural,56,0,0,0,0,cylinder_piped,0,0,0.2,0,5,2,13,0,0,0,0,1,1,2,cylinder_delivery_delay,2023,1,8,sepsis,5,3,0,2,0,146.0,24.0,0,grid_unreliable,2
7191,district_hospital,O2_0197,peri_urban,20,0,0,0,0,PSA_plant_onsite,0,0,0.2,0,1,7,3,0,0,0,0,1,1,0,not_applicable,2023,12,13,asthma_severe,9,4,1,1,0,162.0,53.0,1,none,17
7192,district_hospital,O2_0124,rural,24,0,0,0,0,cylinder_portable,0,0,4.8,0,5,3,26,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,7,7,trauma,0,7,0,3,1,179.0,12.0,1,generator_only,3
7193,district_hospital,O2_0026,rural,49,0,0,0,0,oxygen_concentrator,2,1,7.3,0,3,0,3,0,0,0,0,0,0,2,funding_for_refill,2023,7,14,neonatal_respiratory,0,14,0,6,7,209.0,16.0,0,grid_unreliable,21
7194,district_hospital,O2_0128,rural,51,0,0,0,0,cylinder_portable,0,0,3.1,0,2,0,33,0,0,0,0,1,1,0,not_applicable,2023,1,11,severe_malaria,6,5,0,4,0,324.0,50.0,0,grid_reliable,15
7195,district_hospital,O2_0151,peri_urban,79,0,0,0,0,oxygen_concentrator,2,0,6.1,0,1,3,6,0,0,0,0,0,0,17,concentrator_malfunction,2022,11,8,severe_malaria,0,8,0,3,2,202.0,57.0,0,grid_reliable,18
7196,district_hospital,O2_0018,peri_urban,18,0,0,0,0,oxygen_concentrator,2,0,3.8,0,4,4,27,0,1,1,0,1,1,0,not_applicable,2024,6,10,COPD_exacerbation,1,9,0,5,0,196.0,14.0,1,grid_reliable,8
7197,district_hospital,O2_0144,peri_urban,55,1,1,1,0,oxygen_concentrator,0,0,2.4,0,3,3,2,0,0,0,0,1,1,0,not_applicable,2024,5,10,asthma_severe,3,7,0,2,0,159.0,2.0,0,grid_unreliable,9
7198,district_hospital,O2_0124,rural,90,0,0,0,0,cylinder_portable,0,0,0.7,0,5,2,10,0,0,0,0,1,0,0,not_applicable,2022,4,8,pneumonia_child,3,5,0,2,0,77.0,14.0,0,none,23
7199,district_hospital,O2_0150,urban,86,0,0,0,0,oxygen_concentrator,4,1,8.4,1,2,1,36,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,1,10,surgical_anaesthesia,0,10,0,5,1,67.0,2.0,1,grid_unreliable,52
7200,district_hospital,O2_0192,rural,121,0,0,1,0,none,0,0,6.5,0,3,5,6,0,1,1,0,1,0,0,not_applicable,2023,1,10,sepsis,6,4,0,2,0,277.0,5.0,0,grid_unreliable,16
7201,district_hospital,O2_0179,urban,51,0,0,0,0,oxygen_concentrator,3,0,10.6,0,4,4,26,0,0,0,0,1,1,0,not_applicable,2024,10,9,pneumonia_adult,4,5,0,2,0,188.0,77.0,1,grid_unreliable,26
7202,district_hospital,O2_0102,rural,5,0,0,0,0,cylinder_piped,0,0,10.0,0,0,1,7,0,0,0,0,0,0,1,concentrator_malfunction,2024,10,15,asthma_severe,0,15,0,6,4,272.0,26.0,0,solar,9
7203,district_hospital,O2_0157,rural,117,0,0,0,1,cylinder_portable,0,0,3.0,1,2,3,11,0,1,0,0,0,0,7,concentrator_malfunction,2024,4,16,pneumonia_child,0,16,0,8,4,211.0,28.0,1,grid_unreliable,7
7204,district_hospital,O2_0045,peri_urban,96,0,0,0,0,oxygen_concentrator,2,1,7.1,0,4,4,1,0,0,0,0,0,0,30,empty_cylinders_not_collected,2024,9,17,other_hypoxemia,0,17,0,9,9,299.0,128.0,0,generator_only,33
7205,district_hospital,O2_0009,peri_urban,5,0,0,0,1,oxygen_concentrator,3,0,0.1,1,8,2,19,0,0,0,0,1,1,0,not_applicable,2024,5,13,pneumonia_adult,9,4,0,2,0,241.0,117.0,0,grid_unreliable,29
7206,district_hospital,O2_0151,peri_urban,121,0,0,0,0,oxygen_concentrator,1,0,1.6,0,4,3,54,0,0,0,0,1,0,2,cylinder_delivery_delay,2023,7,8,other_hypoxemia,3,5,0,3,0,172.0,3.0,1,none,2
7207,district_hospital,O2_0021,rural,107,0,0,0,0,oxygen_concentrator,2,1,5.9,1,5,4,10,0,0,0,0,0,0,21,demand_surge,2022,12,10,other_hypoxemia,0,10,0,5,2,257.0,65.0,1,solar,3
7208,district_hospital,O2_0133,urban,29,0,0,0,0,cylinder_portable,0,0,14.8,1,4,3,8,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,9,12,pneumonia_child,0,12,0,5,2,130.0,30.0,0,grid_unreliable,16
7209,district_hospital,O2_0131,peri_urban,109,0,0,0,0,oxygen_concentrator,2,0,1.3,0,2,8,23,0,0,0,0,0,0,2,concentrator_malfunction,2023,6,14,trauma,0,14,0,8,7,104.0,104.0,0,grid_unreliable,4
7210,district_hospital,O2_0029,urban,74,0,0,0,0,oxygen_concentrator,4,1,2.2,0,4,1,9,0,0,0,0,0,0,13,supplier_stockout,2024,5,16,heart_failure,0,16,0,6,6,253.0,90.0,0,grid_unreliable,29
7211,district_hospital,O2_0089,rural,58,0,0,0,0,oxygen_concentrator,2,0,0.4,0,4,5,49,0,0,0,0,0,0,4,cylinder_delivery_delay,2022,9,16,heart_failure,0,16,0,9,6,163.0,59.0,0,none,7
7212,district_hospital,O2_0143,rural,64,0,0,0,0,oxygen_concentrator,3,1,2.5,0,0,3,26,0,0,0,0,0,0,8,no_oxygen_source,2024,7,15,COPD_exacerbation,0,15,0,3,7,202.0,41.0,0,grid_unreliable,6
7213,district_hospital,O2_0168,urban,67,0,0,0,0,cylinder_piped,3,2,1.9,0,5,4,4,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,12,16,severe_malaria,0,16,0,11,0,14.0,46.0,0,grid_unreliable,42
7214,district_hospital,O2_0110,urban,68,0,0,0,0,cylinder_piped,0,0,4.8,0,5,6,30,0,0,0,0,1,1,0,not_applicable,2023,3,6,heart_failure,4,2,0,1,0,132.0,1.0,0,generator_only,13
7215,district_hospital,O2_0074,urban,80,0,0,0,0,cylinder_portable,0,0,2.9,1,3,1,19,0,0,0,0,1,1,0,not_applicable,2021,10,15,trauma,6,9,1,7,0,218.0,21.0,0,grid_unreliable,18
7216,district_hospital,O2_0016,rural,27,0,0,0,0,cylinder_portable,3,0,5.6,0,4,3,41,0,1,1,1,0,0,1,funding_for_refill,2023,3,13,pneumonia_child,0,13,0,4,2,299.0,3.0,1,grid_unreliable,16
7217,district_hospital,O2_0117,rural,52,0,0,0,1,oxygen_concentrator,0,0,4.5,1,5,1,32,0,0,0,0,0,0,9,empty_cylinders_not_collected,2023,8,18,severe_malaria,0,18,0,10,5,281.0,179.0,0,grid_unreliable,14
7218,district_hospital,O2_0198,peri_urban,8,0,0,0,0,cylinder_portable,0,0,4.9,1,0,8,16,0,0,0,0,1,1,2,cylinder_delivery_delay,2022,11,13,pneumonia_adult,5,8,0,5,0,140.0,262.0,1,solar,11
7219,district_hospital,O2_0078,peri_urban,69,0,0,0,0,none,0,0,3.2,0,2,4,21,0,0,0,0,1,1,0,not_applicable,2024,12,10,asthma_severe,4,6,1,5,0,256.0,9.0,1,generator_only,10
7220,district_hospital,O2_0147,peri_urban,25,0,0,0,0,oxygen_concentrator,0,0,0.8,0,5,7,2,0,0,0,0,1,1,0,not_applicable,2021,10,13,surgical_anaesthesia,6,7,0,3,0,265.0,31.0,1,none,7
7221,district_hospital,O2_0129,urban,5,0,0,0,0,oxygen_concentrator,5,0,0.8,0,1,4,19,0,1,1,0,1,1,0,not_applicable,2023,9,11,pneumonia_adult,6,5,1,3,0,235.0,28.0,0,grid_reliable,10
7222,district_hospital,O2_0182,urban,64,0,0,0,0,cylinder_portable,0,0,1.5,0,5,2,6,0,1,0,0,1,0,0,not_applicable,2022,1,10,neonatal_respiratory,4,6,0,4,0,164.0,35.0,1,grid_reliable,4
7223,district_hospital,O2_0174,peri_urban,31,0,0,0,0,oxygen_concentrator,1,0,9.1,1,2,7,1,0,0,0,0,0,0,22,concentrator_malfunction,2024,3,13,pneumonia_child,0,13,0,8,5,264.0,54.0,0,none,0
7224,district_hospital,O2_0009,peri_urban,5,0,0,0,0,LOX_bulk_tank,2,0,1.0,1,8,4,40,0,1,0,0,1,1,0,not_applicable,2022,8,6,pneumonia_adult,4,2,0,0,0,288.0,1.0,0,none,12
7225,district_hospital,O2_0015,urban,92,1,0,0,0,cylinder_portable,0,0,5.1,0,3,2,1,0,0,0,0,0,0,2,power_outage,2024,1,10,COPD_exacerbation,0,10,0,4,0,252.0,119.0,1,generator_only,1
7226,district_hospital,O2_0086,urban,117,0,0,0,1,oxygen_concentrator,3,1,3.6,1,1,6,69,0,1,1,0,1,1,0,not_applicable,2022,11,11,neonatal_respiratory,5,6,1,4,0,193.0,56.0,0,grid_unreliable,30
7227,district_hospital,O2_0109,rural,52,0,0,0,0,none,2,0,4.3,0,6,2,5,0,1,0,0,0,0,26,piping_system_leak,2021,1,17,neonatal_respiratory,0,17,0,9,0,283.0,12.0,1,solar,2
7228,district_hospital,O2_0045,urban,13,0,0,0,0,oxygen_concentrator,2,0,0.8,0,4,4,1,0,0,0,0,1,1,3,concentrator_malfunction,2024,8,13,heart_failure,5,8,0,2,0,129.0,33.0,0,grid_unreliable,12
7229,district_hospital,O2_0073,peri_urban,66,0,0,0,0,cylinder_portable,0,0,1.5,0,3,4,3,0,1,1,0,0,0,1,cylinder_delivery_delay,2024,4,13,COPD_exacerbation,0,13,0,6,3,152.0,12.0,0,none,1
7230,district_hospital,O2_0065,rural,72,0,0,0,0,cylinder_piped,0,0,3.0,0,2,3,5,0,0,0,0,1,0,0,not_applicable,2021,12,18,pneumonia_adult,9,9,1,3,0,292.0,81.0,0,none,9
7231,district_hospital,O2_0189,urban,55,0,0,0,0,cylinder_piped,0,0,0.5,1,6,7,7,0,1,0,0,0,0,5,piping_system_leak,2023,3,13,neonatal_respiratory,0,13,0,6,4,190.0,158.0,0,none,1
7232,district_hospital,O2_0131,urban,5,0,0,0,0,PSA_plant_onsite,0,0,8.5,0,4,2,5,0,0,0,0,1,1,1,demand_surge,2022,9,9,pneumonia_adult,4,5,0,3,0,158.0,97.0,0,none,88
7233,district_hospital,O2_0168,peri_urban,123,0,0,0,0,cylinder_piped,0,0,2.7,0,2,5,37,0,1,0,0,0,0,27,power_outage,2024,8,15,other_hypoxemia,0,15,0,8,4,300.0,50.0,0,solar,9
7234,district_hospital,O2_0081,rural,51,0,0,0,0,oxygen_concentrator,3,0,6.0,0,3,4,0,0,0,0,0,0,0,6,funding_for_refill,2023,12,17,pneumonia_child,0,17,0,5,1,108.0,68.0,0,none,3
7235,district_hospital,O2_0197,rural,5,0,0,0,0,oxygen_concentrator,1,0,7.2,0,3,6,2,0,0,0,0,0,0,10,funding_for_refill,2024,1,7,trauma,0,7,0,3,3,249.0,56.0,1,grid_reliable,20
7236,district_hospital,O2_0188,rural,27,0,0,0,0,oxygen_concentrator,2,0,4.6,0,1,4,18,0,0,0,0,1,1,0,not_applicable,2022,7,13,pneumonia_adult,5,8,1,2,0,90.0,9.0,0,none,6
7237,district_hospital,O2_0062,peri_urban,22,0,0,0,0,oxygen_concentrator,2,0,0.5,1,2,5,4,0,1,1,0,1,0,0,not_applicable,2024,7,8,pneumonia_adult,1,7,0,3,0,138.0,62.0,0,grid_unreliable,13
7238,district_hospital,O2_0162,rural,67,0,0,0,0,oxygen_concentrator,1,0,3.7,0,1,4,12,0,0,0,0,0,0,7,concentrator_malfunction,2022,7,7,COPD_exacerbation,0,7,0,4,1,169.0,54.0,0,grid_reliable,11
7239,district_hospital,O2_0008,peri_urban,111,0,0,0,0,cylinder_portable,0,0,12.9,0,4,6,7,0,0,0,0,1,1,0,not_applicable,2023,6,10,COVID19_severe,4,6,1,5,0,245.0,57.0,0,grid_unreliable,0
7240,district_hospital,O2_0193,urban,63,0,0,0,0,cylinder_piped,0,0,6.4,0,5,3,13,0,0,0,0,1,1,1,power_outage,2024,11,12,neonatal_respiratory,7,5,1,3,0,217.0,33.0,0,none,0
7241,district_hospital,O2_0026,peri_urban,30,0,0,0,0,none,0,0,2.9,0,0,1,1,0,0,0,0,0,0,5,power_outage,2023,10,10,other_hypoxemia,0,10,0,7,2,61.0,38.0,0,grid_unreliable,12
7242,district_hospital,O2_0133,rural,76,0,0,0,0,cylinder_portable,0,0,2.6,0,8,4,51,0,1,0,0,1,1,0,not_applicable,2023,11,13,pneumonia_child,6,7,1,2,0,258.0,0.0,1,grid_unreliable,0
7243,district_hospital,O2_0028,peri_urban,90,0,0,0,1,PSA_plant_onsite,0,0,1.6,1,5,4,9,0,0,0,0,1,1,0,not_applicable,2024,2,12,pneumonia_adult,3,9,0,6,0,133.0,125.0,0,none,16
7244,district_hospital,O2_0179,rural,10,0,0,0,0,oxygen_concentrator,1,0,1.1,1,3,8,41,0,1,1,0,1,0,0,not_applicable,2021,1,9,pneumonia_child,4,5,0,3,0,199.0,33.0,0,none,8
7245,district_hospital,O2_0037,urban,54,0,0,0,0,oxygen_concentrator,2,0,10.1,0,3,5,2,0,0,0,0,1,1,0,not_applicable,2024,11,8,other_hypoxemia,4,4,0,1,0,221.0,108.0,0,grid_unreliable,35
7246,district_hospital,O2_0108,rural,5,0,0,0,0,cylinder_portable,0,0,0.0,0,2,7,4,0,1,1,0,1,1,0,not_applicable,2021,6,14,COPD_exacerbation,4,10,0,2,0,234.0,46.0,0,grid_unreliable,0
7247,district_hospital,O2_0100,rural,142,0,0,0,0,cylinder_portable,2,0,6.4,0,4,4,8,0,1,1,0,1,1,0,not_applicable,2023,4,18,pneumonia_adult,10,8,0,5,0,137.0,101.0,1,generator_only,11
7248,district_hospital,O2_0058,rural,31,0,1,0,0,cylinder_piped,0,0,5.1,0,2,1,8,0,1,1,0,0,0,12,cylinder_delivery_delay,2022,6,14,pneumonia_child,0,14,0,11,0,37.0,28.0,1,grid_unreliable,18
7249,district_hospital,O2_0166,rural,35,0,0,0,0,oxygen_concentrator,0,0,3.9,0,7,5,10,0,0,0,0,0,0,30,funding_for_refill,2021,2,16,pneumonia_child,0,16,0,6,5,130.0,67.0,1,grid_unreliable,1
7250,district_hospital,O2_0116,urban,70,0,0,0,0,cylinder_portable,0,0,20.8,0,2,5,39,0,0,0,0,0,0,30,concentrator_malfunction,2022,6,11,asthma_severe,0,11,0,7,4,384.0,10.0,1,generator_only,29
7251,district_hospital,O2_0081,peri_urban,82,0,0,0,0,oxygen_concentrator,3,2,5.5,0,3,4,9,0,0,0,0,0,0,30,power_outage,2023,9,14,pneumonia_adult,0,14,0,4,4,244.0,102.0,1,grid_unreliable,3
7252,district_hospital,O2_0199,rural,81,0,0,0,0,oxygen_concentrator,0,0,0.8,0,2,2,24,0,1,0,0,1,1,0,not_applicable,2023,1,19,other_hypoxemia,7,12,1,5,0,204.0,83.0,0,solar,11
7253,district_hospital,O2_0192,peri_urban,32,0,0,0,0,none,0,0,3.1,0,2,8,112,0,1,1,1,0,0,1,cylinder_delivery_delay,2021,2,9,pneumonia_child,0,9,0,6,2,0.0,72.0,0,generator_only,124
7254,district_hospital,O2_0084,urban,74,0,0,0,0,cylinder_portable,0,0,6.1,0,3,4,5,0,0,0,0,1,0,3,empty_cylinders_not_collected,2022,11,12,severe_malaria,5,7,0,2,0,318.0,1.0,0,grid_unreliable,32
7255,district_hospital,O2_0172,urban,12,0,0,0,0,cylinder_portable,0,0,2.8,0,5,6,14,0,0,0,0,1,0,0,not_applicable,2023,8,10,pneumonia_child,6,4,0,3,0,176.0,12.0,1,grid_reliable,2
7256,district_hospital,O2_0102,peri_urban,89,0,0,0,0,cylinder_portable,0,0,8.3,0,5,3,22,0,0,0,0,0,0,10,supplier_stockout,2022,8,10,pneumonia_child,0,10,0,6,1,80.0,93.0,1,grid_unreliable,31
7257,district_hospital,O2_0130,rural,40,0,0,0,0,cylinder_portable,0,0,0.3,1,9,3,3,0,0,0,0,1,1,0,not_applicable,2024,9,18,sepsis,6,12,0,6,0,103.0,57.0,0,none,44
7258,district_hospital,O2_0050,peri_urban,120,0,0,0,0,oxygen_concentrator,2,0,2.1,0,4,2,13,0,0,0,0,0,0,11,empty_cylinders_not_collected,2024,5,11,pneumonia_child,0,11,0,3,4,127.0,174.0,0,none,12
7259,district_hospital,O2_0042,urban,46,0,0,0,0,none,0,0,3.5,0,1,3,11,0,0,0,0,0,0,2,funding_for_refill,2023,4,8,severe_malaria,0,8,0,5,4,273.0,32.0,0,grid_unreliable,14
7260,district_hospital,O2_0011,rural,47,0,0,0,0,cylinder_portable,0,0,5.5,0,3,8,1,0,0,0,0,1,1,1,empty_cylinders_not_collected,2024,11,11,neonatal_respiratory,6,5,0,4,0,101.0,17.0,0,none,24
7261,district_hospital,O2_0086,peri_urban,78,0,0,0,0,none,0,0,4.0,0,6,5,6,0,0,0,0,0,0,11,cylinder_delivery_delay,2022,8,15,trauma,0,15,0,7,6,92.0,36.0,1,none,40
7262,district_hospital,O2_0188,rural,68,0,0,0,0,none,0,0,1.5,0,3,2,23,0,0,0,0,0,0,5,concentrator_malfunction,2024,4,17,surgical_anaesthesia,0,17,0,8,5,126.0,0.0,0,generator_only,6
7263,district_hospital,O2_0057,peri_urban,40,0,0,0,0,cylinder_portable,0,0,2.4,0,2,1,61,0,0,0,0,1,1,0,not_applicable,2024,2,7,COVID19_severe,3,4,0,4,0,29.0,4.0,1,none,15
7264,district_hospital,O2_0176,peri_urban,64,0,0,0,0,cylinder_portable,0,0,3.9,0,4,4,7,0,0,0,0,0,0,30,funding_for_refill,2022,12,11,neonatal_respiratory,0,11,0,6,3,237.0,16.0,1,generator_only,6
7265,district_hospital,O2_0166,rural,5,0,0,0,0,cylinder_piped,0,0,1.8,0,3,4,12,0,0,0,0,1,1,0,not_applicable,2023,10,21,neonatal_respiratory,12,9,0,2,0,241.0,2.0,1,none,19
7266,district_hospital,O2_0132,rural,49,0,0,0,0,cylinder_portable,0,0,2.1,0,2,2,66,0,0,0,0,1,1,8,demand_surge,2023,8,18,heart_failure,6,12,1,8,0,288.0,7.0,0,generator_only,37
7267,district_hospital,O2_0078,rural,41,0,0,0,0,oxygen_concentrator,5,1,1.5,0,2,3,31,0,1,1,1,1,1,0,not_applicable,2021,5,11,trauma,3,8,0,2,0,246.0,20.0,0,solar,21
7268,district_hospital,O2_0189,rural,180,1,0,0,0,LOX_bulk_tank,0,0,39.4,1,3,4,14,0,0,0,0,0,0,4,no_oxygen_source,2021,7,14,COVID19_severe,0,14,0,9,7,92.0,2.0,0,none,41
7269,district_hospital,O2_0151,rural,64,0,0,0,0,cylinder_portable,0,0,0.4,0,3,9,21,0,0,0,0,0,0,22,concentrator_malfunction,2024,10,11,pneumonia_adult,0,11,0,5,4,203.0,48.0,0,grid_unreliable,0
7270,district_hospital,O2_0103,rural,65,0,0,0,0,oxygen_concentrator,1,0,8.3,0,1,5,9,0,0,0,0,0,0,29,cylinder_delivery_delay,2022,1,10,pneumonia_adult,0,10,0,2,1,102.0,68.0,1,grid_unreliable,11
7271,district_hospital,O2_0100,peri_urban,78,0,0,0,0,cylinder_portable,0,0,1.6,0,8,6,1,0,1,1,0,1,0,0,not_applicable,2022,10,12,neonatal_respiratory,6,6,1,2,0,177.0,33.0,0,grid_unreliable,16
7272,district_hospital,O2_0020,peri_urban,13,0,0,0,0,cylinder_piped,0,0,1.6,0,2,6,3,0,0,0,0,1,1,0,not_applicable,2022,7,15,pneumonia_adult,10,5,1,4,0,123.0,16.0,1,solar,4
7273,district_hospital,O2_0195,rural,8,0,0,0,0,cylinder_portable,0,0,2.3,0,3,2,4,0,0,0,0,1,1,0,not_applicable,2022,6,12,neonatal_respiratory,3,9,1,4,0,99.0,23.0,0,grid_unreliable,13
7274,district_hospital,O2_0129,rural,5,0,0,0,0,cylinder_portable,3,0,3.8,0,4,2,15,0,0,0,0,1,1,7,power_outage,2021,5,13,asthma_severe,3,10,0,3,0,61.0,16.0,1,grid_reliable,7
7275,district_hospital,O2_0119,rural,46,0,0,0,0,cylinder_piped,0,0,2.7,0,2,4,19,0,1,1,1,0,0,14,cylinder_delivery_delay,2021,11,15,neonatal_respiratory,0,15,0,8,6,313.0,15.0,1,none,12
7276,district_hospital,O2_0103,urban,27,0,0,0,0,cylinder_portable,0,0,1.7,0,5,6,30,0,1,0,0,1,1,0,not_applicable,2023,10,11,pneumonia_adult,2,9,0,6,0,238.0,31.0,1,solar,15
7277,district_hospital,O2_0179,peri_urban,50,0,0,0,0,oxygen_concentrator,2,0,0.3,0,1,1,16,0,0,0,0,1,0,0,not_applicable,2023,7,15,pneumonia_child,4,11,0,6,0,214.0,32.0,1,grid_reliable,35
7278,district_hospital,O2_0198,rural,120,0,0,1,0,cylinder_piped,0,0,3.0,0,4,8,30,0,0,0,0,0,0,2,no_oxygen_source,2023,12,11,COVID19_severe,0,11,0,5,4,262.0,206.0,0,solar,44
7279,district_hospital,O2_0110,peri_urban,46,0,0,0,0,oxygen_concentrator,2,1,1.0,0,1,4,8,0,1,1,1,1,1,0,not_applicable,2022,12,7,surgical_anaesthesia,4,3,0,2,0,154.0,25.0,1,generator_only,11
7280,district_hospital,O2_0194,peri_urban,53,0,1,0,0,cylinder_portable,0,0,0.7,0,3,5,0,0,0,0,0,0,0,1,no_oxygen_source,2022,8,13,pneumonia_child,0,13,0,5,1,354.0,80.0,0,solar,40
7281,district_hospital,O2_0106,peri_urban,56,0,0,0,0,cylinder_piped,0,0,5.0,0,2,5,23,0,0,0,0,1,0,2,cylinder_delivery_delay,2022,1,11,COVID19_severe,4,7,0,3,0,378.0,92.0,0,grid_unreliable,14
7282,district_hospital,O2_0046,rural,61,0,0,0,0,oxygen_concentrator,1,0,10.5,0,4,4,25,0,1,0,0,0,0,4,empty_cylinders_not_collected,2022,3,13,COPD_exacerbation,0,13,0,6,3,151.0,31.0,0,solar,6
7283,district_hospital,O2_0024,rural,104,0,0,0,0,cylinder_portable,2,1,6.5,0,3,4,37,0,0,0,0,1,0,0,not_applicable,2024,12,8,sepsis,3,5,0,2,0,361.0,96.0,0,none,13
7284,district_hospital,O2_0052,rural,46,0,0,0,0,cylinder_portable,0,0,3.8,0,7,6,3,0,0,0,0,1,1,0,not_applicable,2024,3,8,sepsis,4,4,1,1,0,246.0,11.0,0,grid_reliable,12
7285,district_hospital,O2_0023,peri_urban,89,0,0,0,0,cylinder_portable,0,0,3.2,0,3,1,5,0,0,0,0,1,1,0,not_applicable,2022,9,7,COPD_exacerbation,2,5,0,2,0,264.0,10.0,0,solar,14
7286,district_hospital,O2_0168,peri_urban,78,0,0,0,1,cylinder_piped,3,0,13.4,1,3,5,16,0,1,1,0,1,1,0,not_applicable,2023,3,6,trauma,1,5,0,3,0,200.0,22.0,1,grid_reliable,5
7287,district_hospital,O2_0117,rural,44,0,0,0,0,cylinder_piped,0,0,2.3,0,2,3,26,0,0,0,0,1,1,5,concentrator_malfunction,2023,3,11,severe_malaria,4,7,0,7,0,135.0,5.0,1,none,30
7288,district_hospital,O2_0138,peri_urban,5,0,0,0,0,oxygen_concentrator,4,1,15.4,1,2,1,14,0,0,0,0,0,0,8,cylinder_delivery_delay,2021,6,15,COPD_exacerbation,0,15,0,7,4,236.0,123.0,0,none,5
7289,district_hospital,O2_0078,peri_urban,13,0,0,0,0,cylinder_portable,0,0,3.0,0,2,3,48,0,1,1,0,0,0,1,empty_cylinders_not_collected,2021,9,14,pneumonia_adult,0,14,0,6,5,116.0,32.0,0,solar,0
7290,district_hospital,O2_0020,peri_urban,38,0,0,0,0,cylinder_portable,0,0,3.8,0,0,2,15,0,1,1,1,0,0,14,concentrator_malfunction,2023,10,10,other_hypoxemia,0,10,0,7,4,160.0,19.0,1,none,7
7291,district_hospital,O2_0116,rural,68,0,0,0,0,none,0,0,6.6,0,2,6,0,0,0,0,0,0,0,23,power_outage,2024,1,9,sepsis,0,9,0,9,2,117.0,38.0,1,grid_reliable,12
7292,district_hospital,O2_0016,peri_urban,50,0,1,0,0,oxygen_concentrator,2,1,0.1,0,3,7,42,0,0,0,0,0,0,1,demand_surge,2024,4,17,neonatal_respiratory,0,17,0,9,7,141.0,55.0,0,none,37
7293,district_hospital,O2_0154,peri_urban,68,0,0,0,0,oxygen_concentrator,5,3,1.3,0,3,4,22,0,0,0,0,1,1,0,not_applicable,2023,7,12,asthma_severe,4,8,0,5,0,218.0,8.0,0,generator_only,5
7294,district_hospital,O2_0059,peri_urban,97,0,0,0,0,none,0,0,0.5,0,4,4,4,0,0,0,0,0,0,30,no_oxygen_source,2024,8,15,sepsis,0,15,0,7,2,182.0,30.0,1,none,9
7295,district_hospital,O2_0165,peri_urban,40,0,0,0,0,cylinder_portable,0,0,8.2,0,3,7,9,0,1,1,0,1,1,0,not_applicable,2023,9,15,surgical_anaesthesia,11,4,0,1,0,215.0,77.0,1,generator_only,1
7296,district_hospital,O2_0007,rural,5,0,0,0,0,oxygen_concentrator,4,2,4.8,0,3,7,1,0,0,0,0,0,0,1,concentrator_malfunction,2024,5,18,other_hypoxemia,0,18,0,5,4,202.0,94.0,1,grid_unreliable,24
7297,district_hospital,O2_0113,peri_urban,44,0,0,0,0,cylinder_piped,0,0,0.3,0,5,1,17,0,0,0,0,0,0,2,no_oxygen_source,2022,11,15,heart_failure,0,15,0,8,1,211.0,10.0,1,none,1
7298,district_hospital,O2_0108,urban,22,0,0,0,0,cylinder_piped,3,1,14.5,0,3,4,69,0,1,1,0,0,0,19,funding_for_refill,2023,11,18,COPD_exacerbation,0,18,0,11,4,122.0,66.0,1,none,4
7299,district_hospital,O2_0154,rural,124,0,0,0,0,cylinder_portable,2,1,3.1,0,3,3,5,0,0,0,0,1,0,5,power_outage,2022,11,10,pneumonia_child,6,4,0,2,0,91.0,26.0,1,solar,4
7300,district_hospital,O2_0099,peri_urban,5,0,0,0,0,none,0,0,2.1,0,3,5,8,0,1,0,0,0,0,5,cylinder_delivery_delay,2023,8,11,COVID19_severe,0,11,0,5,4,203.0,38.0,0,none,7
7301,district_hospital,O2_0170,peri_urban,54,0,0,0,0,oxygen_concentrator,4,2,3.0,0,0,3,1,0,1,0,0,1,0,6,cylinder_delivery_delay,2024,12,9,COVID19_severe,4,5,1,1,0,227.0,48.0,1,none,12
7302,district_hospital,O2_0095,urban,65,0,0,0,0,none,0,0,5.0,0,5,5,47,0,0,0,0,0,0,14,regulator_valve_failure,2022,1,9,severe_malaria,0,9,0,4,1,258.0,89.0,1,grid_unreliable,3
7303,district_hospital,O2_0189,peri_urban,102,0,0,0,0,oxygen_concentrator,4,2,7.7,0,1,4,24,0,1,0,0,0,0,6,regulator_valve_failure,2023,11,13,neonatal_respiratory,0,13,0,7,3,70.0,19.0,0,none,19
7304,district_hospital,O2_0131,urban,136,0,0,0,0,oxygen_concentrator,4,3,1.1,1,3,8,29,0,0,0,0,0,0,30,no_oxygen_source,2024,1,8,COVID19_severe,0,8,0,6,0,173.0,92.0,0,none,25
7305,district_hospital,O2_0054,rural,53,0,0,0,0,cylinder_piped,0,0,0.0,0,6,1,4,0,0,0,0,0,0,10,no_oxygen_source,2024,2,10,neonatal_respiratory,0,10,0,6,3,102.0,41.0,1,generator_only,7
7306,district_hospital,O2_0140,urban,63,0,0,0,0,LOX_bulk_tank,0,0,4.4,0,3,3,16,0,0,0,0,0,0,5,power_outage,2022,6,18,sepsis,0,18,0,9,3,204.0,14.0,1,grid_unreliable,0
7307,district_hospital,O2_0061,rural,90,0,0,0,0,cylinder_portable,0,0,0.7,0,5,4,24,0,0,0,0,1,1,0,not_applicable,2022,7,14,COPD_exacerbation,6,8,0,3,0,152.0,98.0,0,solar,13
7308,district_hospital,O2_0029,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,2.4,0,7,4,13,0,0,0,0,0,0,3,funding_for_refill,2023,1,9,pneumonia_adult,0,9,0,5,1,360.0,11.0,1,none,3
7309,district_hospital,O2_0011,rural,19,0,0,0,1,cylinder_piped,0,0,0.3,1,4,4,2,0,1,0,0,1,0,15,cylinder_delivery_delay,2022,8,14,sepsis,5,9,1,5,0,188.0,7.0,0,grid_unreliable,7
7310,district_hospital,O2_0033,peri_urban,26,0,0,0,0,oxygen_concentrator,2,1,2.6,0,3,2,9,0,0,0,0,0,0,14,cylinder_delivery_delay,2024,9,13,severe_malaria,0,13,0,4,2,298.0,46.0,1,generator_only,7
7311,district_hospital,O2_0199,rural,70,0,1,0,0,oxygen_concentrator,2,0,0.9,0,2,5,5,0,0,0,0,0,0,1,funding_for_refill,2022,7,13,neonatal_respiratory,0,13,0,5,4,429.0,44.0,0,grid_unreliable,10
7312,district_hospital,O2_0130,urban,22,0,0,0,0,cylinder_portable,4,1,0.5,0,3,5,2,0,1,0,0,0,0,1,demand_surge,2024,11,15,surgical_anaesthesia,0,15,0,7,4,70.0,100.0,0,grid_unreliable,31
7313,district_hospital,O2_0045,rural,16,0,0,0,0,oxygen_concentrator,2,0,5.1,0,6,2,16,0,0,0,0,0,0,1,demand_surge,2024,10,12,COPD_exacerbation,0,12,0,5,3,188.0,7.0,0,grid_unreliable,2
7314,district_hospital,O2_0007,rural,61,1,0,0,0,oxygen_concentrator,3,2,4.0,0,1,2,0,0,0,0,0,0,0,2,supplier_stockout,2022,8,15,neonatal_respiratory,0,15,0,10,4,101.0,5.0,0,grid_unreliable,2
7315,district_hospital,O2_0150,rural,77,0,0,0,0,oxygen_concentrator,2,1,0.2,0,2,3,72,0,0,0,0,0,0,1,piping_system_leak,2024,4,5,severe_malaria,0,5,0,1,1,123.0,95.0,0,grid_unreliable,1
7316,district_hospital,O2_0092,peri_urban,21,0,0,0,0,LOX_bulk_tank,0,0,3.3,0,3,5,122,0,0,0,0,0,0,4,regulator_valve_failure,2023,7,7,pneumonia_adult,0,7,0,2,1,332.0,14.0,0,grid_unreliable,11
7317,district_hospital,O2_0155,urban,42,0,0,0,1,oxygen_concentrator,5,2,3.3,1,2,4,25,0,1,1,1,1,0,0,not_applicable,2024,2,18,severe_malaria,9,9,1,3,0,126.0,51.0,1,generator_only,2
7318,district_hospital,O2_0127,peri_urban,26,0,0,0,0,LOX_bulk_tank,0,0,4.3,0,0,2,30,0,1,1,0,0,0,1,power_outage,2022,10,14,surgical_anaesthesia,0,14,0,8,5,368.0,3.0,0,grid_reliable,27
7319,district_hospital,O2_0132,rural,131,0,0,0,0,LOX_bulk_tank,0,0,1.2,0,4,5,6,0,0,0,0,0,0,30,concentrator_malfunction,2023,5,9,COVID19_severe,0,9,0,5,1,27.0,10.0,1,none,4
7320,district_hospital,O2_0108,peri_urban,63,0,0,0,0,none,0,0,5.5,0,3,3,26,0,1,0,0,1,0,0,not_applicable,2024,4,9,heart_failure,1,8,0,2,0,57.0,7.0,1,grid_reliable,14
7321,district_hospital,O2_0087,rural,28,0,0,0,0,cylinder_piped,0,0,4.3,0,2,3,3,0,0,0,0,1,1,0,not_applicable,2024,8,11,neonatal_respiratory,3,8,0,5,0,89.0,40.0,0,grid_unreliable,25
7322,district_hospital,O2_0074,peri_urban,79,0,0,0,0,cylinder_portable,0,0,5.5,0,3,4,0,0,0,0,0,1,0,0,not_applicable,2021,4,11,surgical_anaesthesia,8,3,0,2,0,211.0,40.0,1,none,29
7323,district_hospital,O2_0143,rural,42,0,0,0,0,oxygen_concentrator,0,0,1.0,0,1,5,16,0,0,0,0,0,0,6,funding_for_refill,2022,6,9,pneumonia_adult,0,9,0,5,1,110.0,209.0,1,grid_unreliable,4
7324,district_hospital,O2_0188,urban,60,0,0,1,0,oxygen_concentrator,3,0,1.8,0,5,6,3,0,0,0,0,0,0,3,empty_cylinders_not_collected,2024,4,9,heart_failure,0,9,0,4,0,248.0,140.0,1,none,3
7325,district_hospital,O2_0092,urban,19,0,0,0,1,cylinder_portable,0,0,1.3,1,3,3,127,0,0,0,0,1,1,0,not_applicable,2023,11,15,neonatal_respiratory,4,11,1,7,0,209.0,9.0,0,solar,11
7326,district_hospital,O2_0124,rural,93,0,0,0,0,oxygen_concentrator,1,0,0.6,0,2,2,1,0,0,0,0,0,0,12,cylinder_delivery_delay,2024,7,8,trauma,0,8,0,4,2,207.0,58.0,0,grid_unreliable,10
7327,district_hospital,O2_0110,rural,62,0,0,0,0,cylinder_portable,0,0,0.9,0,2,4,13,0,1,0,0,0,0,10,cylinder_delivery_delay,2024,1,16,COVID19_severe,0,16,0,9,4,163.0,106.0,1,grid_unreliable,9
7328,district_hospital,O2_0058,rural,5,0,0,0,0,cylinder_piped,0,0,9.8,1,4,1,26,0,0,0,0,0,0,7,concentrator_malfunction,2022,3,8,severe_malaria,0,8,0,3,1,273.0,40.0,1,grid_unreliable,44
7329,district_hospital,O2_0168,rural,48,0,0,1,0,oxygen_concentrator,1,0,2.8,1,2,4,5,0,0,0,0,0,0,19,regulator_valve_failure,2022,6,13,pneumonia_child,0,13,0,6,5,147.0,7.0,0,none,2
7330,district_hospital,O2_0112,peri_urban,45,0,0,0,0,cylinder_portable,0,0,0.4,0,3,4,20,0,0,0,0,0,0,4,PSA_plant_breakdown,2024,2,13,COVID19_severe,0,13,0,8,3,201.0,13.0,0,generator_only,8
7331,district_hospital,O2_0157,rural,95,0,0,0,0,cylinder_portable,0,0,6.5,0,2,1,30,0,1,0,0,1,1,0,not_applicable,2021,5,13,pneumonia_adult,7,6,0,3,0,305.0,6.0,1,generator_only,2
7332,district_hospital,O2_0137,peri_urban,52,0,1,0,0,cylinder_piped,0,0,0.0,0,6,4,53,0,0,0,0,0,0,22,demand_surge,2024,1,20,COVID19_severe,0,20,0,5,6,38.0,38.0,0,solar,4
7333,district_hospital,O2_0050,rural,20,0,0,0,0,none,0,0,5.2,0,5,2,61,0,0,0,0,0,0,13,cylinder_delivery_delay,2021,1,11,sepsis,0,11,0,4,4,254.0,35.0,1,solar,19
7334,district_hospital,O2_0150,peri_urban,81,0,0,0,0,cylinder_piped,0,0,4.4,0,5,4,28,0,1,1,0,1,1,0,not_applicable,2023,9,9,trauma,5,4,0,3,0,146.0,11.0,0,grid_unreliable,15
7335,district_hospital,O2_0137,rural,96,0,0,0,0,cylinder_piped,0,0,8.2,1,6,5,6,0,1,0,0,1,1,0,not_applicable,2022,11,14,trauma,7,7,0,2,0,128.0,32.0,0,generator_only,44
7336,district_hospital,O2_0092,rural,74,0,0,0,0,cylinder_portable,0,0,4.7,0,3,2,1,0,0,0,0,0,0,3,concentrator_malfunction,2021,10,15,asthma_severe,0,15,0,9,7,199.0,113.0,0,none,9
7337,district_hospital,O2_0143,rural,108,0,0,0,0,cylinder_piped,0,0,0.9,0,4,5,25,0,0,0,0,1,0,10,funding_for_refill,2021,3,7,COVID19_severe,6,1,0,0,0,206.0,32.0,0,solar,1
7338,district_hospital,O2_0100,rural,94,0,0,0,0,oxygen_concentrator,1,0,4.8,0,3,5,0,0,1,1,0,1,1,4,piping_system_leak,2024,10,11,pneumonia_child,3,8,0,6,0,214.0,422.0,1,grid_unreliable,5
7339,district_hospital,O2_0083,urban,71,0,0,0,0,none,0,0,10.1,0,7,2,0,0,0,0,0,0,0,1,power_outage,2023,2,7,heart_failure,0,7,0,6,2,166.0,3.0,0,generator_only,31
7340,district_hospital,O2_0099,rural,78,0,1,0,0,oxygen_concentrator,5,0,4.1,0,4,0,21,0,1,1,0,1,0,0,not_applicable,2024,1,14,heart_failure,4,10,0,6,0,168.0,7.0,0,generator_only,2
7341,district_hospital,O2_0051,rural,64,0,0,0,0,oxygen_concentrator,0,0,0.6,0,4,3,17,0,1,1,0,1,1,5,funding_for_refill,2024,1,9,COVID19_severe,5,4,0,2,0,172.0,88.0,0,generator_only,41
7342,district_hospital,O2_0123,peri_urban,7,0,0,0,0,oxygen_concentrator,4,3,13.0,0,3,4,77,0,0,0,0,1,1,0,not_applicable,2023,8,10,pneumonia_child,6,4,1,1,0,158.0,163.0,1,none,5
7343,district_hospital,O2_0020,urban,75,0,0,0,0,cylinder_piped,0,0,5.9,1,2,4,3,0,0,0,0,0,0,5,funding_for_refill,2022,6,7,pneumonia_adult,0,7,0,3,1,63.0,63.0,1,grid_unreliable,19
7344,district_hospital,O2_0005,peri_urban,52,0,1,0,0,cylinder_portable,0,0,1.8,0,2,2,9,0,0,0,0,0,0,2,funding_for_refill,2023,3,16,COVID19_severe,0,16,0,10,0,146.0,17.0,0,generator_only,12
7345,district_hospital,O2_0094,rural,102,0,0,0,0,oxygen_concentrator,0,0,0.0,0,2,4,30,0,0,0,0,1,0,0,not_applicable,2022,2,15,pneumonia_child,9,6,0,2,0,162.0,1.0,0,none,6
7346,district_hospital,O2_0089,rural,66,0,0,0,0,cylinder_portable,0,0,6.1,0,6,3,11,0,0,0,0,0,0,14,cylinder_delivery_delay,2022,3,11,COVID19_severe,0,11,0,5,1,253.0,68.0,1,grid_reliable,10
7347,district_hospital,O2_0038,peri_urban,96,0,0,0,0,cylinder_portable,0,0,6.2,1,2,3,7,0,1,0,0,0,0,30,empty_cylinders_not_collected,2024,1,13,heart_failure,0,13,0,5,4,193.0,71.0,1,none,1
7348,district_hospital,O2_0062,rural,86,0,0,0,0,oxygen_concentrator,2,1,4.1,0,6,3,15,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,9,9,severe_malaria,0,9,0,4,1,67.0,16.0,1,grid_unreliable,41
7349,district_hospital,O2_0069,urban,97,0,0,0,0,cylinder_portable,0,0,2.0,0,2,6,150,0,0,0,0,1,0,0,not_applicable,2021,6,18,COPD_exacerbation,6,12,0,5,0,168.0,139.0,1,grid_unreliable,12
7350,district_hospital,O2_0166,rural,92,0,0,0,0,cylinder_portable,0,0,3.4,0,2,4,15,0,1,0,0,0,0,1,power_outage,2024,7,14,neonatal_respiratory,0,14,0,7,5,193.0,0.0,1,grid_unreliable,1
7351,district_hospital,O2_0038,peri_urban,76,0,0,0,0,cylinder_portable,0,0,12.2,1,3,9,24,0,1,0,0,1,1,0,not_applicable,2024,5,14,COVID19_severe,4,10,0,6,0,177.0,20.0,1,grid_unreliable,19
7352,district_hospital,O2_0193,peri_urban,43,0,0,0,0,cylinder_piped,0,0,2.7,0,4,7,20,0,1,0,0,0,0,5,PSA_plant_breakdown,2021,6,10,COVID19_severe,0,10,0,3,0,312.0,113.0,0,grid_unreliable,37
7353,district_hospital,O2_0121,rural,12,0,0,0,0,oxygen_concentrator,3,1,3.1,1,2,4,21,0,1,0,0,0,0,9,PSA_plant_breakdown,2024,2,14,trauma,0,14,0,9,4,133.0,21.0,1,solar,0
7354,district_hospital,O2_0118,peri_urban,91,0,0,0,0,oxygen_concentrator,4,1,8.0,0,2,2,9,0,1,1,0,1,1,0,not_applicable,2021,2,5,pneumonia_adult,3,2,1,2,0,137.0,4.0,0,solar,6
7355,district_hospital,O2_0099,rural,44,0,0,0,0,oxygen_concentrator,2,1,1.4,0,4,1,4,0,0,0,0,0,0,15,no_oxygen_source,2024,8,13,trauma,0,13,0,6,4,249.0,28.0,1,grid_unreliable,1
7356,district_hospital,O2_0148,urban,101,0,0,0,0,oxygen_concentrator,2,0,0.6,0,1,2,1,0,0,0,0,1,0,0,not_applicable,2023,10,13,trauma,5,8,0,2,0,247.0,40.0,1,grid_reliable,18
7357,district_hospital,O2_0160,rural,16,0,0,0,1,oxygen_concentrator,0,0,2.3,1,0,2,20,0,1,1,0,0,0,30,regulator_valve_failure,2024,7,10,trauma,0,10,0,4,2,283.0,135.0,0,grid_reliable,8
7358,district_hospital,O2_0166,peri_urban,5,0,0,0,0,cylinder_piped,5,2,2.0,0,2,2,35,0,0,0,0,1,1,3,cylinder_delivery_delay,2024,7,12,COVID19_severe,5,7,1,4,0,371.0,154.0,1,grid_reliable,7
7359,district_hospital,O2_0026,rural,65,0,0,0,0,cylinder_portable,0,0,2.2,0,4,0,5,0,0,0,0,1,0,0,not_applicable,2023,11,12,other_hypoxemia,7,5,1,4,0,370.0,68.0,1,generator_only,80
7360,district_hospital,O2_0149,rural,103,0,0,0,0,cylinder_portable,0,0,6.1,0,4,5,20,0,0,0,0,1,0,0,not_applicable,2021,1,14,COVID19_severe,7,7,1,4,0,178.0,53.0,0,grid_reliable,19
7361,district_hospital,O2_0095,urban,94,0,0,0,1,none,0,0,0.1,1,2,4,21,0,1,1,0,0,0,2,concentrator_malfunction,2024,5,9,severe_malaria,0,9,0,5,3,199.0,23.0,1,grid_unreliable,54
7362,district_hospital,O2_0174,peri_urban,46,0,0,0,0,cylinder_portable,2,0,5.1,0,2,3,23,0,1,0,0,0,0,1,cylinder_delivery_delay,2023,5,14,pneumonia_child,0,14,0,8,4,293.0,23.0,1,grid_unreliable,1
7363,district_hospital,O2_0060,peri_urban,80,0,0,0,0,oxygen_concentrator,0,0,0.0,0,5,5,27,0,0,0,0,1,1,0,not_applicable,2023,7,10,pneumonia_child,3,7,1,5,0,122.0,25.0,0,generator_only,19
7364,district_hospital,O2_0180,rural,37,0,0,0,0,oxygen_concentrator,1,0,3.1,0,6,4,3,0,0,0,0,0,0,20,supplier_stockout,2023,12,19,pneumonia_adult,0,19,0,10,5,188.0,5.0,0,solar,6
7365,district_hospital,O2_0055,urban,46,0,0,0,0,cylinder_portable,0,0,24.3,0,4,3,11,0,1,0,0,0,0,8,cylinder_delivery_delay,2024,1,14,COVID19_severe,0,14,0,7,4,136.0,74.0,1,grid_reliable,13
7366,district_hospital,O2_0027,urban,43,0,0,0,0,none,2,0,7.0,0,3,4,7,0,0,0,0,1,1,0,not_applicable,2024,1,8,surgical_anaesthesia,4,4,1,2,0,177.0,2.0,1,solar,11
7367,district_hospital,O2_0029,peri_urban,50,0,0,0,0,oxygen_concentrator,2,1,3.7,0,5,6,0,0,0,0,0,1,0,0,not_applicable,2023,8,13,asthma_severe,7,6,1,2,0,305.0,16.0,0,grid_reliable,4
7368,district_hospital,O2_0162,urban,84,0,0,0,0,oxygen_concentrator,2,0,7.7,0,4,6,4,0,1,1,0,0,0,21,cylinder_delivery_delay,2022,12,12,pneumonia_adult,0,12,0,7,2,205.0,84.0,0,solar,21
7369,district_hospital,O2_0067,peri_urban,107,0,0,0,0,oxygen_concentrator,1,0,0.4,0,1,1,0,0,0,0,0,0,0,2,power_outage,2024,11,16,pneumonia_adult,0,16,0,7,6,230.0,9.0,1,solar,1
7370,district_hospital,O2_0019,urban,106,0,0,0,0,oxygen_concentrator,1,0,1.7,0,2,7,6,0,1,0,0,0,0,22,no_oxygen_source,2023,1,19,asthma_severe,0,19,0,9,6,199.0,9.0,0,grid_reliable,18
7371,district_hospital,O2_0197,peri_urban,5,0,0,0,0,none,0,0,10.4,0,4,3,37,0,1,1,0,1,1,0,not_applicable,2022,5,10,sepsis,8,2,0,0,0,198.0,89.0,0,solar,43
7372,district_hospital,O2_0165,rural,122,0,0,0,0,oxygen_concentrator,3,2,7.7,0,2,8,35,0,0,0,0,0,0,2,concentrator_malfunction,2021,2,16,other_hypoxemia,0,16,0,5,5,269.0,12.0,1,none,10
7373,district_hospital,O2_0103,rural,67,0,0,0,0,oxygen_concentrator,4,1,12.0,0,2,4,21,0,0,0,0,0,0,8,demand_surge,2023,5,19,pneumonia_adult,0,19,0,7,4,238.0,17.0,0,grid_unreliable,24
7374,district_hospital,O2_0023,rural,5,0,0,0,0,none,0,0,1.6,0,3,6,10,0,1,0,0,0,0,30,demand_surge,2021,3,10,heart_failure,0,10,0,7,7,294.0,16.0,0,grid_reliable,1
7375,district_hospital,O2_0064,peri_urban,100,0,0,0,0,none,0,0,7.1,0,2,2,0,0,0,0,0,1,0,0,not_applicable,2023,12,12,severe_malaria,6,6,1,1,0,240.0,2.0,1,solar,6
7376,district_hospital,O2_0078,rural,19,0,0,0,0,cylinder_portable,0,0,12.0,0,2,2,20,0,1,0,0,1,0,0,not_applicable,2021,8,10,COPD_exacerbation,4,6,0,4,0,167.0,35.0,1,generator_only,37
7377,district_hospital,O2_0153,urban,115,0,0,0,0,cylinder_portable,2,0,0.1,0,6,6,20,0,1,1,0,1,0,0,not_applicable,2023,8,16,sepsis,7,9,0,4,0,186.0,73.0,0,grid_unreliable,7
7378,district_hospital,O2_0173,peri_urban,62,0,0,0,0,oxygen_concentrator,4,0,2.1,0,0,5,22,0,0,0,0,0,0,7,cylinder_delivery_delay,2022,11,10,pneumonia_adult,0,10,0,7,4,273.0,37.0,1,none,14
7379,district_hospital,O2_0162,urban,7,0,0,0,0,oxygen_concentrator,5,2,9.0,0,2,2,35,0,1,1,1,0,0,8,cylinder_delivery_delay,2024,4,12,COPD_exacerbation,0,12,0,4,3,136.0,146.0,0,grid_unreliable,2
7380,district_hospital,O2_0197,rural,49,0,0,0,0,oxygen_concentrator,2,1,1.3,0,2,5,3,0,1,0,0,0,0,2,demand_surge,2024,2,11,severe_malaria,0,11,0,4,2,109.0,10.0,1,none,4
7381,district_hospital,O2_0171,rural,5,0,0,0,0,cylinder_portable,0,0,2.5,0,3,4,7,0,0,0,0,0,0,4,concentrator_malfunction,2022,5,12,pneumonia_child,0,12,0,8,4,265.0,30.0,1,none,1
7382,district_hospital,O2_0197,urban,81,0,0,0,0,cylinder_piped,0,0,3.8,0,3,3,23,0,0,0,0,0,0,22,demand_surge,2021,7,19,heart_failure,0,19,0,5,0,153.0,15.0,0,none,15
7383,district_hospital,O2_0027,rural,98,0,0,1,0,oxygen_concentrator,3,0,5.4,0,4,4,37,0,1,1,0,0,0,11,PSA_plant_breakdown,2023,11,13,severe_malaria,0,13,0,8,4,154.0,43.0,1,grid_reliable,23
7384,district_hospital,O2_0067,peri_urban,57,0,0,0,0,cylinder_portable,0,0,0.0,0,4,4,2,0,0,0,0,0,0,3,concentrator_malfunction,2024,6,12,asthma_severe,0,12,0,6,4,29.0,26.0,0,generator_only,11
7385,district_hospital,O2_0172,peri_urban,61,0,0,0,0,cylinder_piped,0,0,3.5,0,1,2,48,0,0,0,0,0,0,23,funding_for_refill,2023,9,12,pneumonia_child,0,12,0,4,3,147.0,40.0,1,none,8
7386,district_hospital,O2_0083,rural,49,0,0,0,0,cylinder_portable,0,0,2.1,1,4,5,51,0,1,0,0,0,0,18,demand_surge,2024,9,10,pneumonia_adult,0,10,0,4,1,176.0,55.0,0,none,2
7387,district_hospital,O2_0022,peri_urban,70,0,0,0,0,cylinder_piped,0,0,2.4,0,1,3,15,0,0,0,0,1,1,0,not_applicable,2023,1,10,surgical_anaesthesia,5,5,0,1,0,186.0,6.0,0,grid_unreliable,31
7388,district_hospital,O2_0078,rural,61,0,0,0,0,oxygen_concentrator,2,0,8.7,0,7,3,4,0,1,1,0,1,0,0,not_applicable,2024,4,16,COVID19_severe,8,8,1,4,0,339.0,80.0,1,generator_only,10
7389,district_hospital,O2_0103,peri_urban,5,0,0,0,0,oxygen_concentrator,2,1,9.0,0,3,6,11,0,0,0,0,1,0,9,funding_for_refill,2024,2,12,surgical_anaesthesia,4,8,1,3,0,220.0,22.0,1,grid_unreliable,10
7390,district_hospital,O2_0103,rural,125,0,0,0,0,none,0,0,11.5,0,1,4,10,0,0,0,0,0,0,2,concentrator_malfunction,2024,3,15,sepsis,0,15,0,6,5,177.0,54.0,0,grid_reliable,0
7391,district_hospital,O2_0105,rural,63,0,0,0,0,cylinder_portable,0,0,0.5,0,0,7,22,0,0,0,0,0,0,4,empty_cylinders_not_collected,2024,7,10,other_hypoxemia,0,10,0,5,2,174.0,15.0,0,grid_unreliable,9
7392,district_hospital,O2_0023,rural,70,0,0,0,0,LOX_bulk_tank,0,0,1.5,0,2,7,2,0,1,0,0,1,0,0,not_applicable,2022,8,17,heart_failure,8,9,0,5,0,292.0,31.0,0,none,1
7393,district_hospital,O2_0033,urban,47,0,0,0,0,oxygen_concentrator,4,1,1.9,0,2,4,24,0,0,0,0,1,1,0,not_applicable,2023,3,6,severe_malaria,2,4,1,2,0,48.0,31.0,1,solar,11
7394,district_hospital,O2_0108,rural,145,0,0,0,0,oxygen_concentrator,2,1,5.7,0,1,6,18,0,1,0,0,1,0,7,cylinder_delivery_delay,2022,1,12,asthma_severe,3,9,0,4,0,296.0,77.0,0,grid_unreliable,30
7395,district_hospital,O2_0178,rural,51,0,0,0,0,cylinder_portable,0,0,0.3,0,4,2,51,0,0,0,0,1,1,0,not_applicable,2022,3,12,sepsis,3,9,1,2,0,255.0,121.0,0,none,6
7396,district_hospital,O2_0137,peri_urban,19,0,0,0,0,none,0,0,6.4,1,4,3,18,0,0,0,0,1,1,0,not_applicable,2022,4,19,pneumonia_adult,5,14,1,3,0,276.0,26.0,1,generator_only,9
7397,district_hospital,O2_0173,rural,52,0,0,0,0,none,0,0,2.8,0,2,4,48,0,1,1,0,0,0,27,funding_for_refill,2022,10,12,COVID19_severe,0,12,0,4,3,173.0,75.0,0,none,10
7398,district_hospital,O2_0167,urban,91,0,0,0,0,oxygen_concentrator,2,0,3.6,0,0,2,26,0,1,0,0,0,0,23,concentrator_malfunction,2023,4,8,trauma,0,8,0,3,3,310.0,72.0,1,grid_unreliable,6
7399,district_hospital,O2_0078,urban,100,0,0,0,0,oxygen_concentrator,1,0,0.5,0,4,3,6,0,0,0,0,1,1,2,cylinder_delivery_delay,2023,10,9,heart_failure,3,6,0,2,0,253.0,69.0,0,grid_reliable,25
7400,district_hospital,O2_0034,rural,49,0,0,0,0,cylinder_portable,0,0,2.2,0,4,8,14,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,2,9,trauma,0,9,0,5,2,188.0,131.0,0,generator_only,1
7401,district_hospital,O2_0182,peri_urban,18,0,0,0,0,oxygen_concentrator,3,2,2.3,0,0,7,3,0,0,0,0,1,1,0,not_applicable,2023,3,13,severe_malaria,10,3,1,2,0,112.0,38.0,0,grid_unreliable,12
7402,district_hospital,O2_0118,peri_urban,10,0,0,0,0,cylinder_portable,0,0,12.2,0,1,6,36,0,1,1,1,0,0,1,piping_system_leak,2024,7,11,neonatal_respiratory,0,11,0,5,2,117.0,74.0,0,grid_unreliable,6
7403,district_hospital,O2_0022,rural,72,0,0,0,0,oxygen_concentrator,2,1,3.6,0,2,4,95,0,0,0,0,1,1,0,not_applicable,2023,4,11,pneumonia_adult,3,8,0,3,0,153.0,2.0,1,grid_unreliable,6
7404,district_hospital,O2_0167,peri_urban,11,0,0,0,0,oxygen_concentrator,1,0,7.4,0,6,1,3,0,0,0,0,1,1,0,not_applicable,2023,8,8,COVID19_severe,4,4,0,0,0,173.0,10.0,0,none,5
7405,district_hospital,O2_0114,rural,86,0,0,0,0,cylinder_portable,0,0,3.1,0,6,4,9,0,0,0,0,1,1,0,not_applicable,2024,1,10,neonatal_respiratory,5,5,0,3,0,123.0,178.0,0,grid_unreliable,2
7406,district_hospital,O2_0036,rural,84,0,0,0,0,cylinder_portable,0,0,2.9,0,1,4,7,0,0,0,0,1,1,0,not_applicable,2022,11,8,COVID19_severe,4,4,1,0,0,194.0,194.0,1,solar,1
7407,district_hospital,O2_0182,peri_urban,60,0,0,0,1,PSA_plant_onsite,0,0,9.9,1,5,4,1,0,1,1,0,0,0,13,piping_system_leak,2022,12,17,neonatal_respiratory,0,17,0,6,1,268.0,63.0,1,solar,3
7408,district_hospital,O2_0194,peri_urban,50,0,0,0,0,cylinder_piped,0,0,6.7,0,1,3,11,0,1,1,0,0,0,19,power_outage,2024,5,12,asthma_severe,0,12,0,3,2,20.0,21.0,1,generator_only,13
7409,district_hospital,O2_0144,rural,114,0,0,1,0,cylinder_portable,0,0,6.8,0,1,5,5,0,0,0,0,1,0,0,not_applicable,2024,12,11,pneumonia_child,3,8,0,5,0,134.0,33.0,0,grid_unreliable,15
7410,district_hospital,O2_0133,peri_urban,57,0,0,0,0,cylinder_portable,0,0,9.7,0,4,2,12,0,0,0,0,0,0,4,power_outage,2023,12,15,sepsis,0,15,0,6,3,147.0,16.0,0,none,6
7411,district_hospital,O2_0142,peri_urban,87,1,0,0,0,oxygen_concentrator,4,2,1.9,0,5,9,1,0,0,0,0,1,1,0,not_applicable,2023,3,10,COPD_exacerbation,4,6,1,4,0,143.0,27.0,0,none,38
7412,district_hospital,O2_0066,peri_urban,27,0,0,0,0,none,0,0,10.1,0,1,8,7,0,1,1,0,0,0,6,demand_surge,2023,3,7,sepsis,0,7,0,3,1,246.0,57.0,0,grid_reliable,26
7413,district_hospital,O2_0061,peri_urban,66,0,0,0,0,cylinder_portable,3,0,1.3,0,3,4,35,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,12,17,other_hypoxemia,0,17,0,9,4,148.0,11.0,0,grid_unreliable,15
7414,district_hospital,O2_0183,rural,5,0,0,0,0,cylinder_piped,0,0,1.3,0,0,10,10,0,0,0,0,1,0,1,concentrator_malfunction,2024,8,15,pneumonia_adult,7,8,1,2,0,243.0,84.0,1,grid_reliable,3
7415,district_hospital,O2_0111,urban,5,0,0,0,0,cylinder_piped,0,0,0.8,0,1,5,26,0,0,0,0,1,1,2,concentrator_malfunction,2023,6,7,sepsis,4,3,0,3,0,312.0,129.0,0,solar,25
7416,district_hospital,O2_0109,urban,30,0,0,0,0,cylinder_portable,1,0,0.6,0,2,4,2,0,1,0,0,1,1,0,not_applicable,2021,7,17,COPD_exacerbation,6,11,0,5,0,319.0,10.0,0,grid_unreliable,10
7417,district_hospital,O2_0098,rural,27,0,0,0,0,cylinder_piped,0,0,17.7,1,3,3,2,0,0,0,0,0,0,17,piping_system_leak,2023,12,10,sepsis,0,10,0,3,4,253.0,31.0,0,solar,10
7418,district_hospital,O2_0041,rural,5,0,0,0,0,oxygen_concentrator,1,0,6.6,0,4,8,7,0,0,0,0,0,0,25,concentrator_malfunction,2023,5,13,surgical_anaesthesia,0,13,0,7,2,173.0,28.0,1,none,64
7419,district_hospital,O2_0193,urban,10,0,0,0,0,cylinder_piped,0,0,0.8,0,5,2,2,0,0,0,0,1,0,0,not_applicable,2023,4,12,COPD_exacerbation,5,7,0,4,0,131.0,6.0,1,solar,2
7420,district_hospital,O2_0041,rural,124,0,0,0,0,none,0,0,0.7,0,2,5,11,0,0,0,0,1,0,0,not_applicable,2022,8,15,sepsis,13,2,0,0,0,328.0,301.0,0,grid_unreliable,15
7421,district_hospital,O2_0123,rural,61,0,0,0,0,oxygen_concentrator,1,0,4.0,0,2,5,9,0,0,0,0,0,0,26,funding_for_refill,2024,6,15,surgical_anaesthesia,0,15,0,5,4,156.0,18.0,1,grid_unreliable,24
7422,district_hospital,O2_0092,urban,51,0,0,0,0,oxygen_concentrator,1,0,0.3,0,3,4,7,0,1,0,0,1,1,0,not_applicable,2022,4,9,pneumonia_child,5,4,1,2,0,219.0,14.0,1,grid_reliable,6
7423,district_hospital,O2_0044,peri_urban,60,0,0,0,0,cylinder_piped,0,0,8.4,0,4,3,16,0,0,0,0,1,1,0,not_applicable,2023,2,12,sepsis,6,6,0,4,0,215.0,28.0,1,none,58
7424,district_hospital,O2_0191,rural,35,0,0,0,0,cylinder_portable,0,0,4.6,1,2,3,5,0,0,0,0,0,0,7,funding_for_refill,2024,10,13,heart_failure,0,13,0,4,0,106.0,36.0,0,grid_reliable,1
7425,district_hospital,O2_0007,rural,21,1,0,0,0,cylinder_portable,0,0,0.0,0,6,4,30,0,1,0,0,1,1,0,not_applicable,2021,4,12,other_hypoxemia,5,7,1,2,0,137.0,1.0,0,none,33
7426,district_hospital,O2_0087,rural,52,0,0,0,0,oxygen_concentrator,4,0,4.7,0,4,4,68,0,0,0,0,1,1,0,not_applicable,2024,6,11,pneumonia_child,4,7,0,3,0,181.0,10.0,1,solar,11
7427,district_hospital,O2_0017,urban,91,0,0,0,0,oxygen_concentrator,3,1,4.8,0,1,5,1,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,3,17,trauma,0,17,0,8,0,17.0,16.0,0,none,37
7428,district_hospital,O2_0014,rural,69,0,0,0,0,cylinder_portable,0,0,5.3,0,2,4,33,0,0,0,0,0,0,16,demand_surge,2024,1,7,severe_malaria,0,7,0,2,2,211.0,7.0,0,generator_only,26
7429,district_hospital,O2_0046,peri_urban,83,0,0,0,0,oxygen_concentrator,2,0,2.1,0,3,7,5,0,1,1,0,1,1,0,not_applicable,2022,2,13,COPD_exacerbation,5,8,0,4,0,159.0,78.0,0,none,6
7430,district_hospital,O2_0054,peri_urban,48,0,0,0,0,cylinder_piped,0,0,1.8,0,10,5,1,0,0,0,0,0,0,6,concentrator_malfunction,2022,11,15,COVID19_severe,0,15,0,10,2,197.0,30.0,0,grid_unreliable,4
7431,district_hospital,O2_0008,rural,10,0,0,0,0,cylinder_portable,0,0,2.1,0,0,3,2,0,1,0,0,1,1,2,cylinder_delivery_delay,2023,4,11,COVID19_severe,4,7,0,4,0,199.0,88.0,1,grid_unreliable,12
7432,district_hospital,O2_0117,peri_urban,73,0,0,0,0,cylinder_portable,0,0,3.0,0,3,2,53,0,0,0,0,1,1,0,not_applicable,2022,3,17,pneumonia_child,12,5,0,3,0,217.0,5.0,0,generator_only,42
7433,district_hospital,O2_0051,rural,20,0,0,0,0,oxygen_concentrator,6,0,2.3,0,0,2,34,0,1,0,0,1,1,0,not_applicable,2023,8,17,sepsis,5,12,0,7,0,229.0,41.0,0,grid_unreliable,26
7434,district_hospital,O2_0099,rural,65,0,1,0,0,oxygen_concentrator,1,0,0.2,0,6,4,16,0,1,1,1,0,0,22,funding_for_refill,2024,8,5,COPD_exacerbation,0,5,0,1,1,260.0,35.0,1,generator_only,53
7435,district_hospital,O2_0083,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.0,0,4,2,7,0,0,0,0,1,0,0,not_applicable,2023,4,9,pneumonia_adult,5,4,1,1,0,137.0,72.0,0,grid_unreliable,6
7436,district_hospital,O2_0197,rural,35,0,0,0,0,none,0,0,2.1,0,6,7,13,0,0,0,0,1,1,0,not_applicable,2024,1,7,heart_failure,2,5,1,3,0,238.0,51.0,0,none,0
7437,district_hospital,O2_0099,urban,78,1,0,0,0,oxygen_concentrator,3,1,1.6,0,5,3,2,0,1,1,0,0,0,6,power_outage,2024,3,9,asthma_severe,0,9,0,5,2,403.0,29.0,0,grid_reliable,17
7438,district_hospital,O2_0196,urban,6,0,0,0,0,cylinder_piped,0,0,4.5,0,3,3,8,0,0,0,0,1,1,0,not_applicable,2024,3,21,neonatal_respiratory,7,14,0,6,0,294.0,24.0,0,solar,15
7439,district_hospital,O2_0020,rural,90,0,0,0,0,oxygen_concentrator,1,0,2.1,0,3,4,26,0,0,0,0,1,1,0,not_applicable,2021,8,14,heart_failure,7,7,1,2,0,374.0,205.0,0,none,8
7440,district_hospital,O2_0117,rural,121,0,0,0,0,oxygen_concentrator,4,1,12.8,0,6,2,9,0,0,0,0,1,1,2,demand_surge,2023,2,12,pneumonia_adult,5,7,1,2,0,333.0,32.0,1,none,64
7441,district_hospital,O2_0011,rural,32,0,0,0,0,cylinder_portable,1,0,1.7,0,3,3,57,0,0,0,0,0,0,3,power_outage,2023,5,8,heart_failure,0,8,0,7,1,332.0,67.0,0,grid_unreliable,2
7442,district_hospital,O2_0004,rural,105,0,0,0,0,oxygen_concentrator,2,1,3.6,0,6,7,21,0,0,0,0,1,1,0,not_applicable,2021,5,9,pneumonia_child,3,6,0,3,0,246.0,15.0,0,grid_unreliable,10
7443,district_hospital,O2_0138,peri_urban,69,0,1,0,0,cylinder_portable,0,0,2.4,0,2,2,1,0,0,0,0,0,0,3,concentrator_malfunction,2023,8,17,pneumonia_child,0,17,0,9,5,134.0,7.0,0,grid_unreliable,5
7444,district_hospital,O2_0059,urban,93,0,0,0,0,oxygen_concentrator,3,0,4.4,0,2,2,36,0,0,0,0,0,0,30,concentrator_malfunction,2022,12,11,pneumonia_adult,0,11,0,6,3,288.0,19.0,1,none,7
7445,district_hospital,O2_0081,peri_urban,18,0,0,0,0,oxygen_concentrator,2,0,7.3,0,3,9,54,0,1,1,1,1,1,3,PSA_plant_breakdown,2024,6,14,pneumonia_child,6,8,1,5,0,207.0,74.0,0,grid_unreliable,0
7446,district_hospital,O2_0162,urban,43,1,0,0,0,PSA_plant_onsite,0,0,16.3,0,4,5,48,0,0,0,0,1,1,1,demand_surge,2023,10,11,asthma_severe,5,6,1,1,0,296.0,3.0,0,generator_only,16
7447,district_hospital,O2_0104,rural,10,0,0,0,0,oxygen_concentrator,0,0,1.8,0,3,4,1,0,0,0,0,0,0,2,concentrator_malfunction,2024,4,13,COPD_exacerbation,0,13,0,5,4,320.0,34.0,0,grid_reliable,7
7448,district_hospital,O2_0148,rural,66,0,0,0,1,cylinder_piped,0,0,3.8,1,1,3,26,0,0,0,0,1,1,1,empty_cylinders_not_collected,2022,12,15,surgical_anaesthesia,5,10,0,5,0,137.0,63.0,0,generator_only,1
7449,district_hospital,O2_0082,rural,31,0,0,0,0,none,0,0,9.3,0,3,5,1,0,0,0,0,0,0,5,supplier_stockout,2022,8,12,other_hypoxemia,0,12,0,7,4,77.0,75.0,0,grid_unreliable,2
7450,district_hospital,O2_0009,rural,5,0,0,0,0,oxygen_concentrator,2,0,0.9,0,4,2,14,0,0,0,0,1,1,0,not_applicable,2023,4,13,sepsis,7,6,0,1,0,147.0,11.0,1,grid_unreliable,2
7451,district_hospital,O2_0066,peri_urban,101,0,0,0,0,cylinder_portable,0,0,1.6,0,3,1,0,0,0,0,0,0,0,30,demand_surge,2023,6,12,surgical_anaesthesia,0,12,0,9,4,220.0,47.0,0,none,8
7452,district_hospital,O2_0106,urban,63,0,0,0,0,LOX_bulk_tank,0,0,1.1,0,2,3,19,0,0,0,0,0,0,21,cylinder_delivery_delay,2023,7,11,other_hypoxemia,0,11,0,4,3,336.0,36.0,1,grid_unreliable,30
7453,district_hospital,O2_0024,peri_urban,5,0,0,0,0,cylinder_portable,0,0,1.7,0,1,2,12,0,0,0,0,1,1,5,demand_surge,2024,6,7,heart_failure,3,4,0,3,0,172.0,1.0,1,grid_reliable,11
7454,district_hospital,O2_0061,rural,97,0,0,0,0,cylinder_portable,0,0,0.2,0,4,4,37,0,0,0,0,1,1,1,cylinder_delivery_delay,2024,10,11,neonatal_respiratory,4,7,0,2,0,226.0,51.0,0,none,4
7455,district_hospital,O2_0100,rural,25,0,0,0,0,oxygen_concentrator,3,1,8.2,0,3,2,9,0,0,0,0,1,0,0,not_applicable,2024,2,9,trauma,4,5,1,2,0,0.0,35.0,1,none,11
7456,district_hospital,O2_0044,urban,66,0,0,0,0,cylinder_portable,0,0,3.8,0,3,4,0,0,0,0,0,0,0,3,funding_for_refill,2024,11,8,COPD_exacerbation,0,8,0,4,1,151.0,251.0,0,solar,7
7457,district_hospital,O2_0173,urban,61,0,0,0,0,none,2,1,22.9,0,3,3,21,0,0,0,0,0,0,1,concentrator_malfunction,2024,11,12,pneumonia_adult,0,12,0,7,4,105.0,4.0,0,none,15
7458,district_hospital,O2_0061,peri_urban,88,0,0,0,0,none,0,0,3.8,1,0,5,8,0,0,0,0,1,0,0,not_applicable,2021,12,11,COPD_exacerbation,7,4,1,1,0,163.0,71.0,1,none,26
7459,district_hospital,O2_0182,rural,27,0,0,0,0,oxygen_concentrator,2,0,0.1,1,3,4,1,0,0,0,0,0,0,2,power_outage,2024,9,12,neonatal_respiratory,0,12,0,10,3,236.0,19.0,1,grid_unreliable,3
7460,district_hospital,O2_0173,urban,124,0,0,0,0,cylinder_piped,0,0,0.0,0,5,5,78,0,0,0,0,0,0,30,supplier_stockout,2021,12,14,pneumonia_child,0,14,0,5,4,174.0,25.0,1,generator_only,7
7461,district_hospital,O2_0065,peri_urban,65,0,0,0,0,none,0,0,5.4,0,1,6,28,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,1,22,neonatal_respiratory,0,22,0,8,2,260.0,44.0,0,none,7
7462,district_hospital,O2_0151,rural,64,0,0,0,0,oxygen_concentrator,2,0,6.4,0,1,6,18,0,0,0,0,1,0,0,not_applicable,2023,6,6,neonatal_respiratory,2,4,1,0,0,145.0,113.0,1,grid_reliable,9
7463,district_hospital,O2_0198,peri_urban,5,0,0,0,0,none,0,0,4.3,0,4,8,5,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,4,12,other_hypoxemia,0,12,0,5,1,212.0,38.0,0,none,1
7464,district_hospital,O2_0140,peri_urban,5,0,0,0,0,cylinder_portable,0,0,12.4,0,5,1,13,0,0,0,0,1,1,0,not_applicable,2024,11,17,neonatal_respiratory,7,10,0,6,0,163.0,65.0,0,grid_unreliable,25
7465,district_hospital,O2_0048,peri_urban,22,1,0,1,0,cylinder_piped,0,0,6.2,0,4,5,2,0,1,0,0,1,1,0,not_applicable,2022,12,9,trauma,2,7,0,4,0,232.0,15.0,0,grid_unreliable,12
7466,district_hospital,O2_0153,urban,141,1,0,0,0,oxygen_concentrator,3,1,4.2,0,1,6,6,0,0,0,0,1,1,0,not_applicable,2023,4,12,asthma_severe,4,8,0,3,0,413.0,1.0,1,grid_reliable,2
7467,district_hospital,O2_0165,peri_urban,98,0,0,0,0,cylinder_portable,0,0,9.8,0,4,4,25,0,0,0,0,1,1,0,not_applicable,2022,6,13,trauma,4,9,0,6,0,221.0,43.0,1,solar,4
7468,district_hospital,O2_0091,peri_urban,50,0,0,0,0,cylinder_piped,0,0,0.1,0,6,2,8,0,0,0,0,0,0,5,concentrator_malfunction,2024,12,10,pneumonia_adult,0,10,0,7,4,199.0,24.0,0,solar,32
7469,district_hospital,O2_0111,rural,99,0,0,0,0,cylinder_portable,0,0,10.1,0,3,4,25,0,0,0,0,1,1,0,not_applicable,2024,5,9,neonatal_respiratory,1,8,1,7,0,197.0,23.0,1,none,8
7470,district_hospital,O2_0046,peri_urban,62,0,0,0,0,cylinder_portable,0,0,2.6,0,2,4,63,0,0,0,0,1,1,2,power_outage,2021,8,10,neonatal_respiratory,5,5,0,1,0,289.0,54.0,0,grid_reliable,47
7471,district_hospital,O2_0011,peri_urban,78,0,0,0,0,LOX_bulk_tank,0,0,7.6,0,3,8,25,0,1,0,0,1,1,0,not_applicable,2024,6,3,neonatal_respiratory,1,2,1,0,0,172.0,235.0,0,solar,13
7472,district_hospital,O2_0187,urban,24,0,0,0,0,cylinder_portable,5,2,14.8,1,4,6,8,0,0,0,0,0,0,2,funding_for_refill,2024,11,10,pneumonia_adult,0,10,0,4,2,104.0,8.0,0,solar,0
7473,district_hospital,O2_0107,peri_urban,93,0,1,0,0,none,0,0,12.8,1,1,5,6,0,0,0,0,1,1,0,not_applicable,2022,10,12,pneumonia_adult,6,6,0,2,0,327.0,46.0,0,grid_unreliable,8
7474,district_hospital,O2_0085,peri_urban,51,0,0,0,0,oxygen_concentrator,4,2,10.0,0,2,3,14,0,0,0,0,1,0,1,cylinder_delivery_delay,2023,8,6,COVID19_severe,2,4,0,2,0,328.0,51.0,0,grid_unreliable,9
7475,district_hospital,O2_0076,rural,28,0,0,0,1,oxygen_concentrator,1,0,6.1,1,4,3,50,0,0,0,0,0,0,11,power_outage,2023,8,8,severe_malaria,0,8,0,4,1,154.0,4.0,1,grid_reliable,34
7476,district_hospital,O2_0184,rural,45,0,0,0,0,cylinder_portable,2,1,0.0,0,1,6,18,0,0,0,0,0,0,1,demand_surge,2021,8,14,neonatal_respiratory,0,14,0,7,3,154.0,6.0,1,generator_only,4
7477,district_hospital,O2_0017,rural,73,0,0,1,0,cylinder_portable,0,0,0.6,0,6,5,5,0,0,0,0,0,0,24,funding_for_refill,2022,2,4,sepsis,0,4,0,1,0,194.0,12.0,1,grid_reliable,8
7478,district_hospital,O2_0050,peri_urban,64,0,0,0,0,cylinder_portable,0,0,1.7,0,4,3,131,0,0,0,0,0,0,7,PSA_plant_breakdown,2022,3,13,COPD_exacerbation,0,13,0,4,2,204.0,1.0,0,grid_unreliable,12
7479,district_hospital,O2_0102,rural,7,0,0,0,0,LOX_bulk_tank,2,1,6.4,0,1,6,47,0,0,0,0,1,1,5,cylinder_delivery_delay,2023,8,8,neonatal_respiratory,2,6,0,5,0,146.0,32.0,0,generator_only,5
7480,district_hospital,O2_0092,rural,73,0,0,0,0,oxygen_concentrator,2,0,4.6,0,1,0,2,0,0,0,0,0,0,11,empty_cylinders_not_collected,2022,11,11,surgical_anaesthesia,0,11,0,5,5,160.0,34.0,0,generator_only,13
7481,district_hospital,O2_0028,peri_urban,110,0,0,0,0,oxygen_concentrator,4,1,3.4,0,1,3,3,0,0,0,0,0,0,6,concentrator_malfunction,2022,12,13,pneumonia_child,0,13,0,6,0,213.0,89.0,0,solar,5
7482,district_hospital,O2_0094,urban,64,0,0,0,1,cylinder_piped,0,0,22.9,1,4,5,0,0,1,1,0,0,0,5,concentrator_malfunction,2023,7,17,trauma,0,17,0,8,4,193.0,33.0,0,generator_only,84
7483,district_hospital,O2_0112,rural,5,0,0,0,0,cylinder_portable,0,0,2.8,0,2,2,2,0,1,0,0,1,0,0,not_applicable,2023,9,10,neonatal_respiratory,4,6,0,2,0,203.0,21.0,0,none,3
7484,district_hospital,O2_0036,rural,5,0,0,0,0,oxygen_concentrator,0,0,9.4,0,2,6,16,0,1,1,0,1,1,10,concentrator_malfunction,2023,9,7,asthma_severe,3,4,1,3,0,140.0,3.0,1,none,2
7485,district_hospital,O2_0180,peri_urban,12,0,0,0,0,none,3,1,3.0,0,3,5,6,0,1,0,0,1,0,2,concentrator_malfunction,2024,6,14,other_hypoxemia,12,2,0,1,0,316.0,2.0,1,none,10
7486,district_hospital,O2_0078,rural,80,0,0,0,0,cylinder_portable,0,0,0.1,0,2,5,11,0,0,0,0,0,0,14,power_outage,2021,3,10,pneumonia_adult,0,10,0,4,4,279.0,40.0,0,grid_unreliable,142
7487,district_hospital,O2_0126,rural,88,0,0,0,0,none,0,0,16.4,1,4,6,13,0,0,0,0,0,0,20,PSA_plant_breakdown,2023,12,8,COPD_exacerbation,0,8,0,7,2,308.0,24.0,1,none,2
7488,district_hospital,O2_0193,peri_urban,78,0,0,0,0,cylinder_piped,0,0,5.1,0,9,5,0,0,0,0,0,1,1,0,not_applicable,2022,11,14,surgical_anaesthesia,4,10,0,4,0,69.0,59.0,0,grid_unreliable,15
7489,district_hospital,O2_0078,peri_urban,72,0,0,0,0,none,0,0,4.6,0,4,7,6,0,1,1,0,1,0,0,not_applicable,2024,12,13,pneumonia_child,5,8,0,1,0,193.0,14.0,0,none,1
7490,district_hospital,O2_0164,urban,5,0,0,0,0,cylinder_portable,0,0,1.2,0,4,6,31,0,0,0,0,0,0,13,demand_surge,2024,7,13,neonatal_respiratory,0,13,0,6,6,78.0,14.0,0,grid_unreliable,33
7491,district_hospital,O2_0177,peri_urban,99,1,0,0,0,cylinder_portable,2,0,1.4,0,3,2,7,0,0,0,0,1,0,7,cylinder_delivery_delay,2023,10,7,pneumonia_adult,2,5,1,3,0,170.0,54.0,0,none,12
7492,district_hospital,O2_0157,rural,27,0,0,0,0,oxygen_concentrator,2,0,29.4,0,2,6,7,0,0,0,0,0,0,8,cylinder_delivery_delay,2024,7,12,pneumonia_child,0,12,0,7,5,377.0,18.0,0,generator_only,28
7493,district_hospital,O2_0027,rural,91,0,0,0,0,oxygen_concentrator,2,0,1.6,0,1,4,4,0,1,1,1,1,0,0,not_applicable,2024,6,14,neonatal_respiratory,7,7,1,3,0,191.0,21.0,0,grid_unreliable,36
7494,district_hospital,O2_0042,rural,22,0,0,1,0,oxygen_concentrator,1,0,5.2,0,4,5,2,0,1,1,0,1,1,0,not_applicable,2024,10,12,sepsis,6,6,1,1,0,177.0,42.0,1,grid_unreliable,24
7495,district_hospital,O2_0173,peri_urban,99,0,0,0,1,none,0,0,2.3,1,1,7,111,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,12,12,COPD_exacerbation,0,12,0,5,2,105.0,23.0,0,none,3
7496,district_hospital,O2_0048,urban,29,0,0,0,0,oxygen_concentrator,2,0,5.0,0,1,3,15,0,0,0,0,1,1,0,not_applicable,2022,12,15,sepsis,7,8,1,3,0,254.0,81.0,0,grid_unreliable,31
7497,district_hospital,O2_0059,peri_urban,49,0,0,1,0,oxygen_concentrator,1,0,4.6,1,9,7,8,0,1,1,0,1,0,0,not_applicable,2021,11,9,trauma,2,7,0,3,0,110.0,18.0,1,generator_only,36
7498,district_hospital,O2_0021,rural,6,0,0,0,0,cylinder_portable,0,0,2.8,0,3,3,24,0,0,0,0,1,1,0,not_applicable,2022,6,9,pneumonia_child,4,5,1,2,0,213.0,34.0,0,grid_unreliable,9
7499,district_hospital,O2_0097,peri_urban,29,0,0,1,0,cylinder_portable,0,0,0.3,0,6,3,38,0,0,0,0,1,1,0,not_applicable,2023,1,12,pneumonia_child,3,9,1,6,0,377.0,34.0,1,generator_only,12
7500,district_hospital,O2_0015,rural,116,0,0,0,0,LOX_bulk_tank,0,0,10.1,0,4,5,73,0,0,0,0,1,1,0,not_applicable,2022,3,7,trauma,2,5,0,2,0,221.0,42.0,0,solar,3
7501,district_hospital,O2_0110,rural,28,0,0,0,0,cylinder_portable,0,0,9.4,0,3,4,25,0,0,0,0,1,1,0,not_applicable,2024,9,13,neonatal_respiratory,7,6,0,2,0,307.0,13.0,1,generator_only,1
7502,district_hospital,O2_0126,rural,76,0,0,0,0,oxygen_concentrator,5,3,11.1,0,2,4,0,0,0,0,0,1,1,0,not_applicable,2022,9,11,pneumonia_adult,4,7,1,2,0,139.0,116.0,1,solar,43
7503,district_hospital,O2_0103,urban,128,0,0,0,0,cylinder_portable,0,0,0.1,0,3,3,13,0,1,1,1,0,0,19,cylinder_delivery_delay,2021,12,11,sepsis,0,11,0,6,3,302.0,14.0,0,none,16
7504,district_hospital,O2_0003,urban,75,0,0,0,0,oxygen_concentrator,1,0,0.8,0,2,1,5,0,0,0,0,1,1,3,PSA_plant_breakdown,2023,10,7,COPD_exacerbation,2,5,1,1,0,225.0,47.0,0,generator_only,2
7505,district_hospital,O2_0054,rural,34,0,0,0,0,cylinder_portable,0,0,11.6,0,4,4,71,0,1,0,0,0,0,1,funding_for_refill,2022,5,8,pneumonia_adult,0,8,0,4,1,0.0,80.0,1,grid_unreliable,0
7506,district_hospital,O2_0036,urban,5,0,0,0,0,cylinder_piped,2,1,1.6,1,1,2,30,0,0,0,0,1,1,0,not_applicable,2021,12,10,pneumonia_adult,3,7,0,3,0,255.0,80.0,0,grid_unreliable,5
7507,district_hospital,O2_0182,urban,97,0,0,0,0,none,2,0,1.1,0,0,6,7,0,1,0,0,1,1,0,not_applicable,2023,2,11,neonatal_respiratory,1,10,1,4,0,377.0,41.0,1,solar,18
7508,district_hospital,O2_0162,rural,118,0,0,0,0,none,0,0,1.4,0,5,5,12,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,2,14,severe_malaria,0,14,0,7,7,135.0,52.0,1,none,35
7509,district_hospital,O2_0055,peri_urban,133,0,0,0,0,cylinder_portable,0,0,3.3,0,2,3,4,0,0,0,0,1,1,0,not_applicable,2022,1,13,neonatal_respiratory,5,8,1,2,0,188.0,23.0,0,grid_unreliable,0
7510,district_hospital,O2_0152,urban,148,0,0,0,0,cylinder_piped,0,0,4.3,0,4,6,13,0,0,0,0,1,0,0,not_applicable,2023,5,16,COVID19_severe,5,11,1,7,0,218.0,11.0,0,grid_unreliable,1
7511,district_hospital,O2_0147,peri_urban,58,0,0,0,0,oxygen_concentrator,1,0,6.8,0,5,1,15,0,0,0,0,0,0,6,concentrator_malfunction,2022,8,22,surgical_anaesthesia,0,22,0,8,5,163.0,64.0,1,solar,2
7512,district_hospital,O2_0196,urban,112,0,0,0,0,oxygen_concentrator,2,0,10.4,0,3,3,2,0,0,0,0,1,1,0,not_applicable,2021,8,15,pneumonia_child,6,9,0,6,0,188.0,67.0,0,grid_reliable,1
7513,district_hospital,O2_0045,peri_urban,48,0,0,0,0,oxygen_concentrator,6,0,3.9,0,3,3,26,0,0,0,0,0,0,6,concentrator_malfunction,2024,7,13,COVID19_severe,0,13,0,6,2,123.0,64.0,1,grid_unreliable,6
7514,district_hospital,O2_0188,rural,79,0,0,0,0,cylinder_portable,0,0,4.7,0,2,4,5,0,0,0,0,0,0,13,concentrator_malfunction,2023,12,11,pneumonia_child,0,11,0,6,3,275.0,33.0,1,grid_reliable,8
7515,district_hospital,O2_0184,rural,15,0,0,0,0,cylinder_portable,0,0,7.6,0,3,3,32,0,1,0,0,0,0,9,piping_system_leak,2024,10,14,other_hypoxemia,0,14,0,6,6,130.0,59.0,0,generator_only,23
7516,district_hospital,O2_0027,peri_urban,89,0,0,0,0,cylinder_piped,0,0,0.1,1,2,2,2,0,0,0,0,1,1,0,not_applicable,2022,10,12,other_hypoxemia,5,7,0,4,0,119.0,11.0,1,solar,9
7517,district_hospital,O2_0158,rural,59,0,0,0,0,cylinder_piped,0,0,7.1,0,7,7,12,0,0,0,0,0,0,10,cylinder_delivery_delay,2021,10,17,COPD_exacerbation,0,17,0,4,2,85.0,102.0,0,grid_unreliable,0
7518,district_hospital,O2_0195,rural,5,0,0,0,0,cylinder_portable,0,0,7.3,0,3,3,66,0,0,0,0,1,1,0,not_applicable,2024,4,5,sepsis,2,3,1,2,0,180.0,3.0,0,solar,3
7519,district_hospital,O2_0078,rural,73,0,0,1,0,PSA_plant_onsite,1,0,8.4,0,5,4,2,1,1,0,0,0,0,12,funding_for_refill,2022,5,14,other_hypoxemia,0,14,0,6,4,215.0,39.0,0,solar,10
7520,district_hospital,O2_0031,peri_urban,79,0,0,0,0,none,0,0,5.0,0,2,2,36,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,7,12,pneumonia_child,0,12,0,7,4,124.0,208.0,1,grid_reliable,2
7521,district_hospital,O2_0043,rural,5,0,0,0,0,cylinder_portable,0,0,5.8,0,4,6,33,0,0,0,0,0,0,15,cylinder_delivery_delay,2024,12,11,COPD_exacerbation,0,11,0,5,1,228.0,158.0,0,grid_unreliable,22
7522,district_hospital,O2_0129,rural,75,0,0,0,0,oxygen_concentrator,3,2,25.2,0,7,3,2,0,0,0,0,0,0,1,power_outage,2024,1,11,pneumonia_child,0,11,0,5,3,220.0,8.0,0,none,20
7523,district_hospital,O2_0092,rural,115,0,0,0,0,cylinder_piped,0,0,0.3,0,0,5,53,0,0,0,0,1,0,0,not_applicable,2024,11,7,COVID19_severe,4,3,1,1,0,140.0,6.0,0,grid_unreliable,7
7524,district_hospital,O2_0172,rural,24,0,0,0,0,oxygen_concentrator,3,1,2.8,0,3,7,14,0,1,1,0,0,0,15,power_outage,2023,2,12,COVID19_severe,0,12,0,4,2,165.0,25.0,1,grid_reliable,8
7525,district_hospital,O2_0095,rural,95,0,0,0,0,none,2,0,3.8,0,7,4,53,0,1,0,0,0,0,15,concentrator_malfunction,2023,11,16,COPD_exacerbation,0,16,0,8,0,163.0,76.0,1,grid_unreliable,13
7526,district_hospital,O2_0012,urban,5,0,0,0,0,oxygen_concentrator,3,1,14.0,0,3,5,13,0,0,0,0,0,0,1,no_oxygen_source,2024,2,13,severe_malaria,0,13,0,6,2,135.0,35.0,0,none,1
7527,district_hospital,O2_0035,rural,51,0,0,0,0,cylinder_portable,0,0,0.5,0,3,2,21,0,0,0,0,1,1,0,not_applicable,2021,2,6,trauma,2,4,0,2,0,146.0,5.0,0,none,4
7528,district_hospital,O2_0060,rural,94,0,0,0,0,oxygen_concentrator,1,0,12.8,0,3,5,10,0,1,0,0,1,0,0,not_applicable,2023,4,12,other_hypoxemia,1,11,0,8,0,274.0,132.0,0,generator_only,27
7529,district_hospital,O2_0170,rural,16,0,0,0,0,cylinder_portable,0,0,1.9,1,2,3,13,0,0,0,0,1,0,0,not_applicable,2023,1,15,neonatal_respiratory,5,10,0,6,0,231.0,73.0,0,grid_unreliable,29
7530,district_hospital,O2_0037,rural,77,0,0,0,0,oxygen_concentrator,1,0,2.1,0,3,3,37,0,0,0,0,0,0,18,empty_cylinders_not_collected,2023,1,17,other_hypoxemia,0,17,0,9,4,136.0,15.0,0,grid_unreliable,54
7531,district_hospital,O2_0189,rural,9,0,0,0,0,oxygen_concentrator,2,0,12.7,0,3,7,63,0,0,0,0,1,0,0,not_applicable,2021,7,14,neonatal_respiratory,6,8,1,4,0,237.0,23.0,1,generator_only,5
7532,district_hospital,O2_0156,peri_urban,107,0,0,0,0,cylinder_piped,0,0,6.0,0,5,3,1,0,0,0,0,0,0,16,no_oxygen_source,2023,10,10,sepsis,0,10,0,1,1,177.0,64.0,1,none,7
7533,district_hospital,O2_0069,rural,68,0,0,0,0,none,0,0,2.5,0,2,5,40,0,0,0,0,0,0,7,concentrator_malfunction,2024,1,13,surgical_anaesthesia,0,13,0,4,1,330.0,64.0,1,grid_unreliable,15
7534,district_hospital,O2_0030,rural,112,0,0,0,0,cylinder_portable,0,0,0.1,0,3,4,5,0,0,0,0,0,0,1,power_outage,2021,9,11,COPD_exacerbation,0,11,0,3,1,180.0,29.0,1,grid_reliable,45
7535,district_hospital,O2_0166,peri_urban,5,0,0,0,0,cylinder_portable,2,1,2.9,0,1,5,21,0,0,0,0,1,1,4,funding_for_refill,2024,11,13,neonatal_respiratory,4,9,0,3,0,260.0,53.0,0,grid_unreliable,7
7536,district_hospital,O2_0032,urban,74,0,0,0,0,cylinder_portable,0,0,9.0,0,2,6,101,0,0,0,0,0,0,13,cylinder_delivery_delay,2024,6,11,pneumonia_adult,0,11,0,5,3,139.0,134.0,0,grid_unreliable,0
7537,district_hospital,O2_0120,rural,27,0,0,0,0,none,0,0,15.0,0,2,8,11,0,1,0,0,1,0,0,not_applicable,2023,6,16,surgical_anaesthesia,0,16,0,10,0,183.0,41.0,0,grid_unreliable,41
7538,district_hospital,O2_0009,urban,47,0,0,0,0,cylinder_piped,0,0,9.7,0,2,1,18,0,0,0,0,1,0,0,not_applicable,2022,12,16,neonatal_respiratory,6,10,1,4,0,273.0,60.0,0,none,4
7539,district_hospital,O2_0145,rural,75,0,0,0,0,oxygen_concentrator,2,1,19.4,1,1,4,11,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,12,12,trauma,0,12,0,4,1,225.0,83.0,0,grid_reliable,27
7540,district_hospital,O2_0100,urban,88,0,0,0,0,cylinder_portable,2,0,2.2,0,1,3,40,0,0,0,0,1,1,4,power_outage,2023,12,15,asthma_severe,8,7,0,3,0,148.0,72.0,1,grid_unreliable,12
7541,district_hospital,O2_0109,peri_urban,59,0,0,0,0,cylinder_portable,0,0,3.5,0,2,3,31,0,0,0,0,1,0,0,not_applicable,2023,3,18,pneumonia_adult,8,10,0,5,0,166.0,2.0,1,grid_reliable,1
7542,district_hospital,O2_0119,peri_urban,7,0,1,0,1,cylinder_portable,0,0,1.6,1,1,4,6,0,1,1,0,1,0,0,not_applicable,2021,10,6,severe_malaria,3,3,1,1,0,218.0,6.0,0,generator_only,3
7543,district_hospital,O2_0013,rural,73,0,0,0,0,oxygen_concentrator,2,0,2.7,0,4,6,0,0,1,1,0,1,1,0,not_applicable,2023,10,14,pneumonia_child,4,10,1,4,0,84.0,1.0,0,grid_unreliable,2
7544,district_hospital,O2_0051,rural,92,0,0,0,0,oxygen_concentrator,5,2,4.9,0,2,1,12,0,0,0,0,1,0,0,not_applicable,2023,1,14,surgical_anaesthesia,4,10,1,5,0,127.0,118.0,0,solar,8
7545,district_hospital,O2_0056,peri_urban,51,0,0,0,1,oxygen_concentrator,4,1,0.6,1,4,5,40,0,0,0,0,1,1,0,not_applicable,2021,9,11,pneumonia_child,7,4,1,2,0,219.0,13.0,0,grid_unreliable,11
7546,district_hospital,O2_0182,rural,56,0,0,0,0,oxygen_concentrator,2,1,6.5,0,4,3,12,0,1,0,0,1,1,1,cylinder_delivery_delay,2022,2,6,pneumonia_adult,3,3,1,1,0,180.0,84.0,0,none,1
7547,district_hospital,O2_0005,peri_urban,96,0,0,0,0,cylinder_portable,0,0,1.1,0,3,5,4,0,1,0,0,0,0,9,piping_system_leak,2023,12,10,sepsis,0,10,0,4,4,186.0,21.0,1,solar,3
7548,district_hospital,O2_0006,peri_urban,47,0,0,0,0,oxygen_concentrator,2,1,1.9,1,4,1,17,0,1,0,0,0,0,12,cylinder_delivery_delay,2023,10,8,COPD_exacerbation,0,8,0,5,2,337.0,14.0,1,grid_reliable,6
7549,district_hospital,O2_0005,rural,31,0,0,0,0,oxygen_concentrator,3,1,2.6,0,2,6,36,0,0,0,0,0,0,4,no_oxygen_source,2023,2,12,other_hypoxemia,0,12,0,4,2,111.0,59.0,1,generator_only,35
7550,district_hospital,O2_0045,urban,58,0,0,0,0,cylinder_portable,0,0,1.4,0,5,3,68,0,0,0,0,1,1,0,not_applicable,2023,6,20,heart_failure,10,10,0,7,0,165.0,9.0,1,none,19
7551,district_hospital,O2_0062,urban,123,0,0,1,0,cylinder_portable,0,0,3.6,0,4,2,50,0,1,1,0,1,1,6,cylinder_delivery_delay,2022,12,10,severe_malaria,3,7,0,3,0,182.0,29.0,0,generator_only,52
7552,district_hospital,O2_0083,rural,40,0,1,0,0,none,0,0,6.1,0,3,3,19,0,1,0,0,1,1,0,not_applicable,2024,8,17,trauma,4,13,0,6,0,347.0,4.0,1,grid_unreliable,2
7553,district_hospital,O2_0166,peri_urban,39,0,0,0,0,LOX_bulk_tank,0,0,0.6,1,0,3,6,0,0,0,0,0,0,28,cylinder_delivery_delay,2022,9,10,pneumonia_adult,0,10,0,3,4,103.0,42.0,0,none,26
7554,district_hospital,O2_0179,rural,64,0,0,0,0,cylinder_portable,0,0,7.1,0,1,4,35,0,1,1,0,1,1,9,funding_for_refill,2024,6,9,surgical_anaesthesia,2,7,0,1,0,211.0,36.0,0,grid_reliable,0
7555,district_hospital,O2_0041,peri_urban,104,0,0,0,0,none,5,0,0.7,0,2,2,49,0,0,0,0,1,1,0,not_applicable,2024,8,14,neonatal_respiratory,5,9,0,4,0,104.0,19.0,1,generator_only,31
7556,district_hospital,O2_0063,urban,32,0,0,0,0,cylinder_portable,0,0,13.2,0,2,3,15,0,0,0,0,0,0,30,supplier_stockout,2023,9,13,trauma,0,13,0,3,1,327.0,20.0,1,none,27
7557,district_hospital,O2_0125,rural,101,0,0,0,0,cylinder_portable,0,0,1.6,1,3,4,37,0,0,0,0,1,0,0,not_applicable,2022,11,18,COVID19_severe,8,10,1,3,0,189.0,15.0,0,solar,7
7558,district_hospital,O2_0050,rural,34,0,0,0,0,cylinder_piped,0,0,12.0,0,2,5,46,0,1,0,0,1,1,0,not_applicable,2024,6,15,other_hypoxemia,9,6,0,3,0,190.0,47.0,0,solar,5
7559,district_hospital,O2_0043,rural,98,0,0,1,0,none,0,0,1.2,0,1,3,13,0,1,1,0,0,0,9,funding_for_refill,2023,4,8,COPD_exacerbation,0,8,0,1,3,230.0,41.0,0,grid_unreliable,24
7560,district_hospital,O2_0173,rural,87,0,0,0,0,cylinder_portable,0,0,1.6,0,2,6,7,0,0,0,0,0,0,8,funding_for_refill,2021,4,9,neonatal_respiratory,0,9,0,2,5,178.0,29.0,1,none,20
7561,district_hospital,O2_0007,rural,111,0,0,0,0,cylinder_piped,0,0,3.9,0,3,2,24,0,1,0,0,1,1,15,cylinder_delivery_delay,2021,6,14,asthma_severe,7,7,1,4,0,251.0,20.0,0,grid_unreliable,19
7562,district_hospital,O2_0045,rural,30,0,0,0,0,cylinder_piped,0,0,4.4,0,2,5,47,0,0,0,0,1,1,0,not_applicable,2023,9,21,heart_failure,5,16,1,9,0,151.0,19.0,0,none,8
7563,district_hospital,O2_0182,rural,5,0,0,0,0,cylinder_portable,2,1,9.9,0,4,3,20,0,1,0,0,1,1,0,not_applicable,2024,6,14,pneumonia_child,4,10,1,7,0,146.0,27.0,0,solar,13
7564,district_hospital,O2_0161,peri_urban,51,0,0,0,0,oxygen_concentrator,2,1,3.1,0,3,4,10,0,1,0,0,1,1,5,concentrator_malfunction,2024,7,6,heart_failure,1,5,0,3,0,220.0,1.0,0,grid_unreliable,2
7565,district_hospital,O2_0127,urban,48,0,0,0,0,cylinder_portable,0,0,5.0,0,2,8,62,0,0,0,0,0,0,18,cylinder_delivery_delay,2022,12,10,pneumonia_child,0,10,0,3,3,159.0,6.0,0,solar,25
7566,district_hospital,O2_0175,urban,31,0,1,0,0,none,0,0,11.0,0,2,6,10,0,1,0,0,0,0,1,power_outage,2024,8,9,COVID19_severe,0,9,0,3,3,226.0,2.0,0,solar,26
7567,district_hospital,O2_0038,peri_urban,48,0,0,0,0,oxygen_concentrator,2,0,6.5,0,3,2,5,0,0,0,0,1,1,1,cylinder_delivery_delay,2024,1,9,COVID19_severe,3,6,1,4,0,54.0,46.0,1,none,2
7568,district_hospital,O2_0063,rural,33,0,0,0,0,cylinder_portable,0,0,1.3,0,3,1,40,0,1,1,1,1,1,6,regulator_valve_failure,2023,1,10,COVID19_severe,2,8,0,3,0,246.0,27.0,1,grid_unreliable,86
7569,district_hospital,O2_0132,urban,17,0,0,0,0,cylinder_portable,1,0,9.2,1,2,3,26,0,0,0,0,1,1,0,not_applicable,2021,3,4,pneumonia_adult,2,2,0,1,0,208.0,22.0,1,generator_only,14
7570,district_hospital,O2_0171,urban,81,0,0,0,0,oxygen_concentrator,6,3,0.9,0,1,2,8,0,1,1,0,0,0,4,concentrator_malfunction,2022,5,8,heart_failure,0,8,0,5,1,182.0,12.0,0,none,54
7571,district_hospital,O2_0190,rural,118,0,0,0,0,oxygen_concentrator,1,0,14.2,0,2,3,42,0,1,1,0,0,0,8,PSA_plant_breakdown,2022,5,15,COVID19_severe,0,15,0,7,2,285.0,14.0,0,grid_unreliable,60
7572,district_hospital,O2_0196,rural,105,0,0,0,0,oxygen_concentrator,3,1,2.6,0,2,2,11,0,0,0,0,1,0,1,supplier_stockout,2024,3,10,neonatal_respiratory,2,8,0,3,0,250.0,13.0,0,grid_reliable,13
7573,district_hospital,O2_0018,peri_urban,56,0,0,0,0,oxygen_concentrator,2,1,3.0,0,5,1,27,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,4,10,COPD_exacerbation,0,10,0,4,2,61.0,108.0,0,grid_unreliable,7
7574,district_hospital,O2_0063,rural,94,0,0,0,0,oxygen_concentrator,2,1,14.4,1,2,3,26,0,1,0,0,0,0,10,piping_system_leak,2023,4,10,neonatal_respiratory,0,10,0,3,1,251.0,17.0,1,grid_unreliable,11
7575,district_hospital,O2_0102,urban,5,0,0,0,0,oxygen_concentrator,3,1,8.2,0,1,1,4,0,1,1,0,1,1,10,piping_system_leak,2024,9,9,neonatal_respiratory,3,6,1,3,0,234.0,84.0,0,none,28
7576,district_hospital,O2_0175,urban,57,0,0,0,0,cylinder_portable,0,0,2.1,0,3,2,8,0,1,1,1,1,1,0,not_applicable,2022,8,7,COVID19_severe,1,6,1,3,0,189.0,101.0,1,grid_unreliable,6
7577,district_hospital,O2_0124,rural,26,0,0,0,0,cylinder_portable,0,0,3.0,0,8,4,8,0,0,0,0,1,1,0,not_applicable,2023,12,13,pneumonia_child,7,6,1,0,0,180.0,145.0,1,solar,15
7578,district_hospital,O2_0042,rural,96,0,0,0,0,cylinder_portable,0,0,1.4,0,1,5,4,0,0,0,0,0,0,7,supplier_stockout,2024,6,16,severe_malaria,0,16,0,7,3,81.0,69.0,0,none,6
7579,district_hospital,O2_0066,urban,10,0,0,0,0,none,2,0,4.3,0,3,6,4,0,0,0,0,1,1,0,not_applicable,2022,8,9,pneumonia_child,4,5,1,2,0,246.0,286.0,0,solar,1
7580,district_hospital,O2_0144,rural,67,0,0,0,0,oxygen_concentrator,0,0,1.4,0,3,5,0,0,1,0,0,0,0,19,regulator_valve_failure,2022,4,11,neonatal_respiratory,0,11,0,7,3,218.0,193.0,0,none,3
7581,district_hospital,O2_0019,peri_urban,5,0,0,0,0,cylinder_portable,1,0,1.4,0,2,3,70,0,1,0,0,1,1,0,not_applicable,2024,6,9,neonatal_respiratory,5,4,0,2,0,206.0,45.0,1,solar,22
7582,district_hospital,O2_0199,rural,5,0,0,0,0,oxygen_concentrator,0,0,1.8,1,4,5,1,0,1,0,0,0,0,6,funding_for_refill,2024,2,15,surgical_anaesthesia,0,15,0,6,1,204.0,63.0,0,grid_unreliable,3
7583,district_hospital,O2_0051,peri_urban,89,0,0,0,0,cylinder_portable,3,0,3.6,0,1,3,20,0,0,0,0,0,0,21,power_outage,2022,7,4,asthma_severe,0,4,0,2,0,282.0,32.0,0,grid_unreliable,8
7584,district_hospital,O2_0138,urban,30,0,0,0,0,none,0,0,7.5,1,3,1,2,0,0,0,0,1,1,0,not_applicable,2024,5,11,heart_failure,5,6,1,4,0,220.0,34.0,1,grid_reliable,7
7585,district_hospital,O2_0126,rural,38,0,0,1,0,cylinder_portable,4,3,22.2,0,4,6,4,0,0,0,0,0,0,3,empty_cylinders_not_collected,2023,7,12,heart_failure,0,12,0,6,4,22.0,53.0,0,grid_unreliable,27
7586,district_hospital,O2_0023,rural,58,0,0,0,0,cylinder_portable,1,0,45.8,1,3,1,7,0,1,1,0,1,1,0,not_applicable,2023,10,9,neonatal_respiratory,5,4,0,1,0,244.0,8.0,0,grid_unreliable,18
7587,district_hospital,O2_0020,urban,38,0,0,0,0,oxygen_concentrator,0,0,3.3,0,3,5,43,0,1,0,0,1,0,0,not_applicable,2022,12,10,COPD_exacerbation,3,7,0,3,0,123.0,68.0,0,solar,11
7588,district_hospital,O2_0152,urban,64,0,0,0,0,cylinder_portable,0,0,6.6,0,1,12,0,0,1,0,0,0,0,30,concentrator_malfunction,2022,3,10,severe_malaria,0,10,0,4,2,103.0,129.0,0,grid_unreliable,3
7589,district_hospital,O2_0017,peri_urban,125,0,0,0,0,cylinder_portable,1,0,5.3,0,4,6,11,0,1,0,0,1,1,0,not_applicable,2024,3,14,heart_failure,4,10,0,4,0,135.0,28.0,0,solar,3
7590,district_hospital,O2_0112,rural,5,0,0,0,0,cylinder_portable,0,0,2.3,0,2,3,0,0,0,0,0,0,0,5,no_oxygen_source,2022,7,8,severe_malaria,0,8,0,2,0,148.0,32.0,1,grid_unreliable,25
7591,district_hospital,O2_0007,peri_urban,94,0,0,0,0,cylinder_piped,3,1,3.0,0,4,3,19,0,1,0,0,1,1,0,not_applicable,2024,2,15,sepsis,3,12,1,4,0,298.0,26.0,1,grid_unreliable,6
7592,district_hospital,O2_0027,rural,50,0,0,0,0,cylinder_portable,0,0,10.5,0,0,5,3,0,1,0,0,1,1,0,not_applicable,2022,8,18,COPD_exacerbation,8,10,0,2,0,68.0,31.0,0,grid_unreliable,70
7593,district_hospital,O2_0047,peri_urban,57,0,0,0,0,cylinder_portable,0,0,14.2,0,0,2,4,0,0,0,0,0,0,17,concentrator_malfunction,2023,6,17,pneumonia_adult,0,17,0,10,8,213.0,5.0,1,grid_unreliable,16
7594,district_hospital,O2_0027,urban,50,0,0,0,0,PSA_plant_onsite,0,0,6.8,0,5,5,4,1,1,1,1,0,0,13,power_outage,2024,4,16,COPD_exacerbation,0,16,0,9,1,219.0,20.0,1,generator_only,26
7595,district_hospital,O2_0071,peri_urban,91,0,0,0,0,cylinder_piped,0,0,4.6,0,2,3,28,0,0,0,0,1,1,0,not_applicable,2023,9,20,pneumonia_child,7,13,0,3,0,287.0,42.0,0,grid_reliable,6
7596,district_hospital,O2_0195,peri_urban,83,0,0,0,0,none,0,0,19.0,0,1,2,37,0,0,0,0,1,1,3,concentrator_malfunction,2022,3,19,pneumonia_child,12,7,1,4,0,259.0,30.0,0,generator_only,16
7597,district_hospital,O2_0149,peri_urban,61,0,0,0,0,oxygen_concentrator,3,1,0.0,0,4,3,65,0,1,0,0,1,0,0,not_applicable,2022,9,21,surgical_anaesthesia,8,13,0,6,0,66.0,127.0,0,grid_unreliable,10
7598,district_hospital,O2_0168,peri_urban,84,0,0,0,0,cylinder_portable,0,0,1.6,1,2,2,2,0,0,0,0,0,0,2,power_outage,2023,8,15,neonatal_respiratory,0,15,0,7,3,218.0,3.0,1,none,19
7599,district_hospital,O2_0016,rural,60,0,0,0,0,cylinder_portable,0,0,5.0,1,4,8,24,0,1,1,0,0,0,5,funding_for_refill,2023,1,13,trauma,0,13,0,8,2,154.0,3.0,0,solar,4
7600,district_hospital,O2_0056,rural,49,0,0,0,0,PSA_plant_onsite,1,0,0.5,0,5,1,4,1,0,0,0,1,1,0,not_applicable,2024,8,7,surgical_anaesthesia,4,3,0,1,0,143.0,39.0,1,solar,0
7601,district_hospital,O2_0099,rural,38,0,0,0,0,oxygen_concentrator,2,1,0.7,0,6,5,10,0,0,0,0,0,0,24,cylinder_delivery_delay,2024,6,19,heart_failure,0,19,0,5,4,217.0,3.0,0,grid_unreliable,39
7602,district_hospital,O2_0131,peri_urban,5,0,0,0,1,oxygen_concentrator,4,2,1.5,1,7,6,50,0,1,0,0,0,0,19,funding_for_refill,2024,8,13,other_hypoxemia,0,13,0,5,2,110.0,93.0,0,grid_unreliable,23
7603,district_hospital,O2_0072,rural,72,0,0,0,0,cylinder_portable,0,0,6.0,1,5,1,0,0,1,1,0,1,1,0,not_applicable,2023,1,10,neonatal_respiratory,4,6,0,3,0,308.0,1.0,0,grid_unreliable,4
7604,district_hospital,O2_0072,peri_urban,57,0,0,0,0,none,0,0,1.5,0,1,5,42,0,0,0,0,1,1,0,not_applicable,2023,3,12,pneumonia_child,3,9,1,4,0,106.0,18.0,1,none,11
7605,district_hospital,O2_0040,peri_urban,106,0,0,0,0,oxygen_concentrator,3,1,5.3,0,4,7,4,0,0,0,0,1,1,0,not_applicable,2024,6,13,pneumonia_child,3,10,1,3,0,152.0,45.0,1,grid_unreliable,1
7606,district_hospital,O2_0042,urban,67,0,0,0,0,cylinder_portable,0,0,24.0,0,4,3,55,0,1,1,0,0,0,11,concentrator_malfunction,2024,12,17,COPD_exacerbation,0,17,0,9,3,249.0,1.0,0,grid_unreliable,47
7607,district_hospital,O2_0031,rural,54,0,0,1,0,oxygen_concentrator,1,0,1.0,0,1,1,63,0,0,0,0,1,0,0,not_applicable,2022,6,14,pneumonia_adult,6,8,1,4,0,256.0,0.0,0,grid_reliable,15
7608,district_hospital,O2_0077,rural,32,0,0,0,0,cylinder_portable,0,0,7.6,1,5,3,42,0,0,0,0,1,1,2,power_outage,2021,5,11,severe_malaria,4,7,1,4,0,239.0,195.0,0,grid_unreliable,17
7609,district_hospital,O2_0194,urban,32,0,0,0,0,cylinder_piped,0,0,0.6,0,4,2,20,0,1,1,0,1,1,0,not_applicable,2023,6,4,pneumonia_child,1,3,1,2,0,241.0,66.0,1,none,1
7610,district_hospital,O2_0179,peri_urban,88,0,0,0,0,oxygen_concentrator,1,0,1.5,0,1,2,0,0,1,1,0,0,0,30,empty_cylinders_not_collected,2023,2,13,COVID19_severe,0,13,0,5,0,115.0,46.0,0,grid_reliable,3
7611,district_hospital,O2_0067,peri_urban,24,0,0,0,0,cylinder_piped,0,0,11.4,0,2,3,66,0,1,1,0,1,1,11,empty_cylinders_not_collected,2024,2,14,pneumonia_child,9,5,0,0,0,204.0,10.0,0,grid_unreliable,25
7612,district_hospital,O2_0094,rural,60,0,0,0,0,oxygen_concentrator,1,0,5.6,0,5,2,34,0,0,0,0,0,0,27,cylinder_delivery_delay,2023,12,15,pneumonia_adult,0,15,0,9,7,217.0,2.0,0,generator_only,2
7613,district_hospital,O2_0007,rural,56,0,0,0,0,cylinder_portable,0,0,8.9,0,3,5,14,0,0,0,0,0,0,4,concentrator_malfunction,2023,12,7,pneumonia_adult,0,7,0,6,2,267.0,102.0,0,none,0
7614,district_hospital,O2_0127,rural,80,0,0,0,0,none,0,0,3.8,1,4,6,20,0,1,1,0,1,1,0,not_applicable,2023,3,9,pneumonia_adult,2,7,1,5,0,126.0,14.0,0,generator_only,19
7615,district_hospital,O2_0113,rural,99,0,0,0,0,cylinder_portable,0,0,22.1,0,1,1,24,0,0,0,0,1,0,0,not_applicable,2023,3,10,pneumonia_child,3,7,0,3,0,165.0,44.0,1,generator_only,7
7616,district_hospital,O2_0066,peri_urban,21,0,0,0,0,cylinder_portable,0,0,22.1,0,4,3,30,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,12,12,trauma,0,12,0,5,3,216.0,33.0,1,generator_only,6
7617,district_hospital,O2_0030,peri_urban,43,0,0,0,0,oxygen_concentrator,0,0,8.5,0,0,1,33,0,0,0,0,1,1,0,not_applicable,2022,4,11,pneumonia_child,9,2,1,0,0,267.0,77.0,0,none,10
7618,district_hospital,O2_0009,peri_urban,80,0,0,0,0,oxygen_concentrator,3,2,0.1,0,4,1,8,0,0,0,0,0,0,8,concentrator_malfunction,2024,10,7,pneumonia_child,0,7,0,3,2,213.0,73.0,0,grid_unreliable,6
7619,district_hospital,O2_0093,peri_urban,85,0,0,0,0,oxygen_concentrator,2,0,4.1,0,3,4,49,0,1,1,0,0,0,8,concentrator_malfunction,2021,8,6,pneumonia_child,0,6,0,3,2,177.0,98.0,0,grid_unreliable,10
7620,district_hospital,O2_0135,peri_urban,34,0,0,0,0,none,0,0,0.3,0,8,5,38,0,1,0,0,1,1,0,not_applicable,2022,11,14,severe_malaria,3,11,0,6,0,108.0,41.0,1,grid_unreliable,1
7621,district_hospital,O2_0161,rural,62,0,0,0,0,oxygen_concentrator,2,0,3.3,0,3,3,3,0,0,0,0,1,1,0,not_applicable,2021,4,14,severe_malaria,4,10,0,4,0,48.0,0.0,1,grid_unreliable,0
7622,district_hospital,O2_0068,urban,68,0,0,0,0,LOX_bulk_tank,0,0,3.6,0,1,6,23,0,1,0,0,0,0,4,piping_system_leak,2022,9,11,surgical_anaesthesia,0,11,0,5,0,302.0,64.0,0,grid_unreliable,6
7623,district_hospital,O2_0088,rural,46,0,0,0,0,LOX_bulk_tank,0,0,0.3,0,4,2,3,0,0,0,0,1,1,0,not_applicable,2024,12,9,COPD_exacerbation,2,7,0,2,0,111.0,10.0,1,generator_only,0
7624,district_hospital,O2_0141,peri_urban,98,0,0,0,0,cylinder_piped,0,0,2.0,0,1,2,15,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,2,12,COVID19_severe,0,12,0,5,4,214.0,37.0,0,generator_only,37
7625,district_hospital,O2_0045,rural,92,0,0,0,0,oxygen_concentrator,4,3,2.8,0,1,3,3,0,1,1,0,0,0,11,cylinder_delivery_delay,2024,1,7,COVID19_severe,0,7,0,4,2,281.0,53.0,1,none,50
7626,district_hospital,O2_0026,peri_urban,24,0,0,0,0,oxygen_concentrator,2,1,7.9,0,4,6,15,0,0,0,0,1,1,0,not_applicable,2021,7,13,other_hypoxemia,6,7,1,1,0,299.0,29.0,0,grid_unreliable,13
7627,district_hospital,O2_0048,rural,53,0,0,0,1,cylinder_piped,0,0,9.6,1,4,6,17,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,9,9,neonatal_respiratory,2,7,0,4,0,250.0,24.0,0,none,4
7628,district_hospital,O2_0111,rural,39,0,1,0,0,LOX_bulk_tank,0,0,9.4,0,1,5,0,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,7,8,neonatal_respiratory,0,8,0,4,1,288.0,30.0,0,grid_reliable,56
7629,district_hospital,O2_0142,peri_urban,32,0,0,0,0,cylinder_piped,0,0,7.9,0,4,5,11,0,1,1,0,1,1,0,not_applicable,2024,1,8,sepsis,2,6,0,2,0,7.0,229.0,1,grid_unreliable,37
7630,district_hospital,O2_0100,rural,90,0,0,0,0,cylinder_piped,1,0,0.6,0,3,6,5,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,2,8,pneumonia_adult,0,8,0,4,0,27.0,148.0,0,none,4
7631,district_hospital,O2_0001,urban,104,0,0,0,0,LOX_bulk_tank,0,0,1.5,0,2,3,92,0,0,0,0,0,0,30,concentrator_malfunction,2023,10,11,surgical_anaesthesia,0,11,0,4,3,235.0,35.0,0,solar,0
7632,district_hospital,O2_0049,peri_urban,72,0,0,0,0,oxygen_concentrator,1,0,4.7,0,2,4,12,0,1,0,0,1,1,0,not_applicable,2022,12,15,other_hypoxemia,7,8,1,5,0,165.0,31.0,1,grid_unreliable,2
7633,district_hospital,O2_0173,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,3.3,0,5,4,5,0,0,0,0,1,1,0,not_applicable,2022,9,13,trauma,4,9,0,4,0,180.0,38.0,0,solar,3
7634,district_hospital,O2_0132,urban,36,0,0,0,0,PSA_plant_onsite,0,0,1.1,0,4,8,20,1,1,1,0,0,0,1,concentrator_malfunction,2024,9,5,severe_malaria,0,5,0,3,1,120.0,25.0,1,grid_unreliable,26
7635,district_hospital,O2_0117,peri_urban,45,0,0,0,0,oxygen_concentrator,4,3,1.9,0,3,3,18,0,0,0,0,1,0,2,power_outage,2021,3,13,other_hypoxemia,8,5,1,3,0,205.0,18.0,0,none,4
7636,district_hospital,O2_0107,rural,128,0,0,0,0,cylinder_portable,0,0,0.1,0,3,4,6,0,1,1,0,0,0,16,concentrator_malfunction,2023,5,13,severe_malaria,0,13,0,4,5,14.0,35.0,0,grid_unreliable,25
7637,district_hospital,O2_0191,peri_urban,84,1,0,0,1,cylinder_piped,0,0,1.4,1,3,2,7,0,1,1,0,1,1,0,not_applicable,2024,10,11,severe_malaria,7,4,1,2,0,126.0,2.0,0,none,0
7638,district_hospital,O2_0189,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.3,0,2,4,39,0,0,0,0,0,0,6,concentrator_malfunction,2022,12,15,heart_failure,0,15,0,6,8,364.0,25.0,1,grid_unreliable,22
7639,district_hospital,O2_0104,peri_urban,92,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,3,3,11,0,0,0,0,0,0,2,concentrator_malfunction,2022,10,11,surgical_anaesthesia,0,11,0,3,3,209.0,125.0,1,generator_only,6
7640,district_hospital,O2_0051,rural,61,0,0,0,0,LOX_bulk_tank,0,0,0.1,0,4,4,42,0,1,0,0,1,1,0,not_applicable,2024,12,10,pneumonia_child,4,6,1,4,0,210.0,50.0,0,none,0
7641,district_hospital,O2_0168,rural,5,0,0,0,0,LOX_bulk_tank,0,0,0.1,0,2,3,106,0,0,0,0,1,1,0,not_applicable,2024,7,11,COPD_exacerbation,4,7,0,6,0,197.0,27.0,0,generator_only,17
7642,district_hospital,O2_0057,rural,26,0,0,0,0,oxygen_concentrator,3,1,14.2,0,2,2,4,0,0,0,0,1,1,0,not_applicable,2022,1,13,pneumonia_adult,6,7,0,4,0,273.0,86.0,0,grid_reliable,5
7643,district_hospital,O2_0024,rural,37,0,0,0,0,cylinder_portable,0,0,3.0,1,2,4,18,0,0,0,0,1,1,0,not_applicable,2021,2,11,neonatal_respiratory,2,9,0,5,0,146.0,69.0,1,grid_unreliable,9
7644,district_hospital,O2_0131,urban,94,0,0,0,0,oxygen_concentrator,1,0,13.0,0,2,4,21,0,0,0,0,1,1,0,not_applicable,2023,7,9,sepsis,2,7,1,3,0,149.0,58.0,1,grid_unreliable,2
7645,district_hospital,O2_0024,rural,104,0,0,0,0,cylinder_portable,0,0,3.8,0,4,4,36,0,0,0,0,0,0,5,funding_for_refill,2023,6,9,surgical_anaesthesia,0,9,0,4,3,218.0,11.0,0,grid_unreliable,0
7646,district_hospital,O2_0150,rural,22,0,0,0,0,cylinder_portable,0,0,6.5,0,0,3,13,0,1,1,1,0,0,9,cylinder_delivery_delay,2024,10,8,COPD_exacerbation,0,8,0,4,0,141.0,27.0,0,solar,13
7647,district_hospital,O2_0056,rural,41,0,0,0,0,cylinder_piped,0,0,2.1,0,3,1,0,0,1,0,0,0,0,2,power_outage,2024,3,18,pneumonia_adult,0,18,0,10,2,48.0,13.0,0,generator_only,4
7648,district_hospital,O2_0034,urban,94,0,0,0,0,cylinder_portable,1,0,5.2,0,3,3,28,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,7,9,severe_malaria,0,9,0,4,2,263.0,5.0,1,none,14
7649,district_hospital,O2_0006,rural,66,0,0,0,0,oxygen_concentrator,0,0,6.3,0,1,5,22,0,1,0,0,1,1,1,funding_for_refill,2023,4,8,COVID19_severe,4,4,0,2,0,312.0,7.0,0,generator_only,12
7650,district_hospital,O2_0055,peri_urban,100,0,0,0,1,cylinder_portable,0,0,4.3,1,5,8,6,0,0,0,0,1,1,0,not_applicable,2022,3,14,pneumonia_child,4,10,1,3,0,137.0,49.0,0,grid_reliable,8
7651,district_hospital,O2_0066,peri_urban,76,0,0,0,0,none,0,0,16.6,0,0,0,41,0,1,0,0,1,1,4,cylinder_delivery_delay,2021,11,18,pneumonia_child,7,11,0,4,0,303.0,150.0,0,grid_unreliable,1
7652,district_hospital,O2_0192,rural,41,0,0,0,0,cylinder_piped,0,0,10.4,0,4,5,0,0,0,0,0,0,0,14,power_outage,2022,6,12,severe_malaria,0,12,0,1,3,151.0,18.0,0,grid_unreliable,12
7653,district_hospital,O2_0181,urban,64,0,0,0,0,cylinder_portable,0,0,5.3,0,3,5,41,0,0,0,0,1,1,5,concentrator_malfunction,2023,8,11,pneumonia_adult,4,7,1,3,0,113.0,25.0,1,generator_only,59
7654,district_hospital,O2_0026,urban,15,0,0,1,0,oxygen_concentrator,3,0,3.1,0,3,1,21,0,0,0,0,0,0,30,power_outage,2024,5,8,sepsis,0,8,0,3,0,279.0,2.0,0,none,37
7655,district_hospital,O2_0030,rural,62,0,0,0,0,oxygen_concentrator,3,0,0.8,0,3,4,16,0,0,0,0,1,1,0,not_applicable,2022,8,11,heart_failure,5,6,1,2,0,287.0,55.0,1,solar,32
7656,district_hospital,O2_0166,peri_urban,44,0,0,1,0,cylinder_portable,2,0,1.0,0,2,2,43,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,3,11,pneumonia_adult,0,11,0,6,3,313.0,57.0,0,grid_unreliable,23
7657,district_hospital,O2_0041,rural,5,0,0,0,0,cylinder_portable,3,2,13.1,0,3,4,6,0,0,0,0,0,0,15,cylinder_delivery_delay,2023,3,10,COVID19_severe,0,10,0,3,0,218.0,70.0,1,solar,18
7658,district_hospital,O2_0143,rural,76,0,0,0,0,cylinder_portable,0,0,6.3,1,2,5,7,0,1,0,0,0,0,10,concentrator_malfunction,2024,4,12,heart_failure,0,12,0,5,3,207.0,63.0,0,grid_unreliable,44
7659,district_hospital,O2_0166,urban,79,0,0,0,0,cylinder_portable,0,0,5.5,0,5,5,1,0,1,1,1,1,0,0,not_applicable,2024,6,8,pneumonia_child,5,3,1,1,0,144.0,3.0,0,none,22
7660,district_hospital,O2_0009,urban,104,0,0,0,0,oxygen_concentrator,1,0,5.4,0,3,7,7,0,0,0,0,0,0,9,demand_surge,2021,4,10,COPD_exacerbation,0,10,0,4,1,276.0,105.0,0,grid_unreliable,32
7661,district_hospital,O2_0176,peri_urban,21,0,0,0,0,oxygen_concentrator,0,0,2.0,0,3,5,28,0,0,0,0,0,0,26,power_outage,2024,8,17,pneumonia_adult,0,17,0,10,10,254.0,5.0,1,grid_unreliable,10
7662,district_hospital,O2_0160,peri_urban,73,0,0,0,0,oxygen_concentrator,1,0,0.1,0,4,4,112,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,3,19,pneumonia_child,0,19,0,7,10,167.0,29.0,0,grid_unreliable,10
7663,district_hospital,O2_0046,peri_urban,32,0,0,0,0,cylinder_portable,0,0,0.5,0,3,2,63,0,0,0,0,1,1,0,not_applicable,2024,9,11,severe_malaria,4,7,1,2,0,283.0,31.0,0,grid_reliable,20
7664,district_hospital,O2_0044,rural,120,0,0,0,0,none,0,0,1.6,0,6,7,10,0,1,1,0,1,1,0,not_applicable,2021,4,7,COPD_exacerbation,1,6,0,6,0,278.0,70.0,0,solar,9
7665,district_hospital,O2_0064,rural,15,0,0,0,0,none,0,0,6.1,0,4,2,21,0,0,0,0,0,0,14,concentrator_malfunction,2022,7,10,trauma,0,10,0,7,1,104.0,14.0,1,grid_unreliable,12
7666,district_hospital,O2_0070,urban,108,0,0,0,1,oxygen_concentrator,1,0,2.5,1,4,1,10,0,0,0,0,1,1,0,not_applicable,2024,2,15,heart_failure,4,11,1,3,0,92.0,8.0,1,none,36
7667,district_hospital,O2_0001,rural,42,0,0,0,0,oxygen_concentrator,2,0,5.2,0,4,2,6,0,0,0,0,1,1,0,not_applicable,2022,3,12,pneumonia_adult,5,7,0,3,0,163.0,42.0,0,grid_unreliable,4
7668,district_hospital,O2_0103,rural,29,0,0,0,0,cylinder_portable,0,0,4.6,0,1,3,10,0,0,0,0,0,0,15,concentrator_malfunction,2021,2,20,severe_malaria,0,20,0,10,2,283.0,102.0,0,grid_unreliable,19
7669,district_hospital,O2_0037,peri_urban,26,0,0,0,0,oxygen_concentrator,2,0,0.4,0,1,4,10,0,0,0,0,0,0,7,concentrator_malfunction,2024,9,8,trauma,0,8,0,5,1,292.0,54.0,0,grid_unreliable,23
7670,district_hospital,O2_0139,rural,40,0,0,0,0,cylinder_piped,0,0,9.1,0,1,0,55,0,0,0,0,0,0,14,funding_for_refill,2021,4,12,neonatal_respiratory,0,12,0,5,4,169.0,122.0,1,grid_unreliable,7
7671,district_hospital,O2_0161,rural,130,0,0,0,0,oxygen_concentrator,1,0,11.0,0,4,5,11,0,0,0,0,1,0,0,not_applicable,2024,9,23,neonatal_respiratory,12,11,0,3,0,270.0,52.0,0,none,17
7672,district_hospital,O2_0048,rural,5,0,0,0,1,oxygen_concentrator,1,0,1.2,1,6,4,73,0,0,0,0,0,0,5,no_oxygen_source,2021,4,15,neonatal_respiratory,0,15,0,6,4,313.0,10.0,1,grid_unreliable,10
7673,district_hospital,O2_0172,urban,77,0,0,0,0,none,0,0,6.1,1,1,4,10,0,1,0,0,1,1,0,not_applicable,2024,3,9,neonatal_respiratory,4,5,0,2,0,168.0,16.0,1,grid_unreliable,30
7674,district_hospital,O2_0055,rural,30,1,0,0,0,cylinder_portable,4,2,4.9,0,3,6,13,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,11,11,neonatal_respiratory,0,11,0,7,1,273.0,17.0,0,grid_unreliable,0
7675,district_hospital,O2_0187,peri_urban,59,0,0,0,0,cylinder_portable,2,0,0.3,0,5,6,0,0,0,0,0,1,1,0,not_applicable,2022,11,13,COVID19_severe,5,8,0,4,0,106.0,59.0,0,grid_unreliable,14
7676,district_hospital,O2_0160,urban,104,0,0,0,0,none,0,0,6.0,0,2,0,6,0,0,0,0,1,1,0,not_applicable,2022,2,8,sepsis,2,6,0,5,0,312.0,40.0,1,grid_reliable,6
7677,district_hospital,O2_0147,urban,122,0,0,1,1,none,0,0,2.4,1,5,5,63,0,0,0,0,1,1,6,funding_for_refill,2024,7,11,pneumonia_child,3,8,0,2,0,0.0,25.0,1,solar,5
7678,district_hospital,O2_0045,urban,95,0,0,0,0,oxygen_concentrator,3,1,6.5,0,4,7,51,0,1,0,0,1,1,0,not_applicable,2022,4,21,trauma,7,14,1,8,0,269.0,92.0,0,grid_unreliable,6
7679,district_hospital,O2_0016,urban,73,0,0,0,0,cylinder_portable,0,0,12.1,0,2,3,19,0,0,0,0,0,0,3,concentrator_malfunction,2022,9,12,other_hypoxemia,0,12,0,8,5,163.0,21.0,0,generator_only,29
7680,district_hospital,O2_0022,rural,12,0,0,0,0,cylinder_piped,0,0,7.0,0,1,1,5,0,0,0,0,1,0,1,concentrator_malfunction,2022,5,8,surgical_anaesthesia,4,4,1,1,0,336.0,9.0,0,none,1
7681,district_hospital,O2_0043,rural,20,0,0,0,0,oxygen_concentrator,2,0,20.7,0,2,3,8,0,0,0,0,0,0,30,concentrator_malfunction,2023,4,16,pneumonia_child,0,16,0,9,3,122.0,22.0,0,solar,3
7682,district_hospital,O2_0125,rural,41,0,0,1,0,oxygen_concentrator,3,2,24.4,0,1,4,9,0,0,0,0,1,0,0,not_applicable,2021,3,8,trauma,3,5,0,2,0,266.0,11.0,1,grid_unreliable,0
7683,district_hospital,O2_0054,peri_urban,59,0,1,0,0,cylinder_portable,0,0,7.5,0,4,3,1,0,1,1,1,0,0,15,concentrator_malfunction,2024,2,14,neonatal_respiratory,0,14,0,6,0,152.0,63.0,0,grid_unreliable,8
7684,district_hospital,O2_0176,peri_urban,36,0,0,0,0,cylinder_portable,2,0,9.3,0,6,2,12,0,0,0,0,1,1,0,not_applicable,2023,3,16,sepsis,8,8,1,3,0,289.0,24.0,0,solar,5
7685,district_hospital,O2_0127,urban,117,0,0,0,0,oxygen_concentrator,1,0,2.3,0,3,4,30,0,0,0,0,0,0,13,concentrator_malfunction,2024,3,18,neonatal_respiratory,0,18,0,11,2,309.0,11.0,0,solar,5
7686,district_hospital,O2_0133,rural,56,0,0,0,0,oxygen_concentrator,3,1,1.7,0,3,3,20,0,1,0,0,1,1,1,cylinder_delivery_delay,2022,6,16,pneumonia_adult,7,9,0,3,0,101.0,90.0,1,none,11
7687,district_hospital,O2_0002,peri_urban,131,0,1,0,0,oxygen_concentrator,4,0,1.4,0,1,5,12,0,0,0,0,1,0,0,not_applicable,2021,8,15,asthma_severe,6,9,1,7,0,119.0,22.0,1,grid_reliable,14
7688,district_hospital,O2_0144,peri_urban,37,0,0,0,0,none,0,0,26.5,0,0,3,11,0,0,0,0,0,0,13,power_outage,2024,1,20,pneumonia_adult,0,20,0,7,8,229.0,3.0,1,generator_only,17
7689,district_hospital,O2_0030,peri_urban,36,0,0,0,0,cylinder_portable,0,0,2.5,0,1,6,14,0,1,0,0,0,0,26,cylinder_delivery_delay,2023,6,11,sepsis,0,11,0,8,1,232.0,0.0,1,solar,5
7690,district_hospital,O2_0175,peri_urban,35,0,0,0,0,LOX_bulk_tank,2,0,9.3,1,3,9,12,0,0,0,0,1,1,0,not_applicable,2024,10,14,severe_malaria,5,9,0,1,0,227.0,47.0,0,none,3
7691,district_hospital,O2_0128,peri_urban,21,0,0,0,0,none,0,0,1.3,0,1,2,3,0,0,0,0,0,0,4,concentrator_malfunction,2023,10,17,pneumonia_child,0,17,0,7,4,186.0,113.0,0,generator_only,12
7692,district_hospital,O2_0012,rural,56,0,0,0,0,cylinder_piped,0,0,9.4,0,3,2,11,0,1,1,0,1,1,0,not_applicable,2024,8,8,neonatal_respiratory,4,4,0,2,0,231.0,16.0,0,grid_unreliable,0
7693,district_hospital,O2_0084,urban,22,0,1,0,0,oxygen_concentrator,6,4,2.1,0,2,3,16,0,0,0,0,1,1,0,not_applicable,2023,3,11,other_hypoxemia,4,7,0,4,0,173.0,43.0,1,grid_unreliable,1
7694,district_hospital,O2_0033,rural,5,0,1,0,1,cylinder_portable,0,0,1.2,1,2,3,14,0,0,0,0,1,1,0,not_applicable,2023,6,12,COPD_exacerbation,4,8,0,3,0,99.0,6.0,0,none,11
7695,district_hospital,O2_0015,peri_urban,59,0,1,0,0,oxygen_concentrator,0,0,7.2,1,3,5,13,0,1,0,0,1,0,0,not_applicable,2024,7,17,surgical_anaesthesia,2,15,1,7,0,180.0,3.0,0,generator_only,13
7696,district_hospital,O2_0185,urban,109,0,0,1,0,cylinder_piped,0,0,3.2,1,1,1,6,0,1,1,0,1,0,0,not_applicable,2024,8,15,surgical_anaesthesia,4,11,0,5,0,24.0,37.0,0,grid_reliable,27
7697,district_hospital,O2_0072,peri_urban,37,0,0,0,0,cylinder_piped,0,0,1.5,1,6,9,11,0,0,0,0,0,0,5,power_outage,2021,7,11,trauma,0,11,0,5,3,144.0,18.0,0,none,8
7698,district_hospital,O2_0109,rural,58,0,1,0,0,cylinder_portable,2,0,3.9,0,3,4,6,0,1,1,0,1,1,1,cylinder_delivery_delay,2022,12,9,severe_malaria,5,4,0,3,0,203.0,4.0,1,generator_only,3
7699,district_hospital,O2_0140,peri_urban,59,0,0,0,0,oxygen_concentrator,0,0,4.4,0,4,4,14,0,0,0,0,1,0,0,not_applicable,2024,7,18,trauma,4,14,1,3,0,104.0,17.0,1,generator_only,26
7700,district_hospital,O2_0100,rural,72,0,0,0,0,cylinder_piped,0,0,9.1,0,2,7,18,0,0,0,0,0,0,9,concentrator_malfunction,2024,4,15,neonatal_respiratory,0,15,0,7,5,151.0,91.0,1,grid_unreliable,58
7701,district_hospital,O2_0184,peri_urban,22,0,0,0,0,LOX_bulk_tank,0,0,3.2,0,4,4,2,0,0,0,0,1,1,0,not_applicable,2023,4,8,neonatal_respiratory,3,5,0,1,0,115.0,24.0,0,none,5
7702,district_hospital,O2_0060,urban,6,0,0,0,1,LOX_bulk_tank,0,0,2.8,1,4,2,15,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,9,17,COPD_exacerbation,0,17,0,7,4,232.0,19.0,1,none,17
7703,district_hospital,O2_0016,peri_urban,127,0,0,0,0,cylinder_portable,0,0,1.6,0,4,4,7,0,0,0,0,1,1,0,not_applicable,2021,11,10,trauma,4,6,1,1,0,155.0,50.0,1,none,3
7704,district_hospital,O2_0132,peri_urban,109,0,0,0,0,cylinder_portable,0,0,1.2,0,2,2,9,0,1,1,0,1,0,0,not_applicable,2022,10,7,COVID19_severe,3,4,1,1,0,188.0,1.0,0,generator_only,34
7705,district_hospital,O2_0073,rural,32,0,0,0,0,cylinder_piped,0,0,13.3,1,2,5,23,0,1,0,0,0,0,1,demand_surge,2023,4,12,surgical_anaesthesia,0,12,0,1,9,404.0,135.0,1,solar,27
7706,district_hospital,O2_0082,peri_urban,36,0,0,0,0,LOX_bulk_tank,0,0,4.8,0,5,3,37,0,1,0,0,0,0,30,demand_surge,2024,5,14,pneumonia_adult,0,14,0,7,5,436.0,46.0,1,none,6
7707,district_hospital,O2_0170,peri_urban,45,0,0,0,0,cylinder_piped,0,0,3.5,1,3,4,7,0,0,0,0,0,0,8,funding_for_refill,2024,11,13,COPD_exacerbation,0,13,0,7,8,71.0,45.0,0,solar,5
7708,district_hospital,O2_0075,urban,46,0,0,0,1,oxygen_concentrator,2,0,2.3,1,1,2,27,0,0,0,0,0,0,19,cylinder_delivery_delay,2023,7,9,severe_malaria,0,9,0,4,0,232.0,33.0,0,none,1
7709,district_hospital,O2_0052,peri_urban,60,0,0,0,0,cylinder_piped,0,0,3.5,0,1,7,2,0,0,0,0,0,0,28,demand_surge,2024,10,12,severe_malaria,0,12,0,5,4,269.0,34.0,1,grid_unreliable,4
7710,district_hospital,O2_0095,peri_urban,5,0,0,0,0,none,0,0,0.2,0,5,3,1,0,0,0,0,1,1,0,not_applicable,2024,12,15,pneumonia_child,10,5,1,3,0,82.0,164.0,1,grid_unreliable,6
7711,district_hospital,O2_0156,rural,5,0,0,0,0,cylinder_piped,0,0,0.0,0,1,2,2,0,0,0,0,1,1,7,concentrator_malfunction,2022,9,15,trauma,2,13,0,3,0,232.0,13.0,1,grid_reliable,10
7712,district_hospital,O2_0142,peri_urban,59,0,0,0,0,oxygen_concentrator,4,0,2.2,1,3,4,11,0,0,0,0,0,0,10,PSA_plant_breakdown,2021,1,11,pneumonia_child,0,11,0,4,2,180.0,44.0,1,generator_only,23
7713,district_hospital,O2_0114,peri_urban,131,0,0,0,0,cylinder_piped,0,0,0.7,0,4,5,18,0,1,0,0,0,0,12,funding_for_refill,2021,7,12,other_hypoxemia,0,12,0,4,6,69.0,46.0,0,grid_unreliable,5
7714,district_hospital,O2_0047,peri_urban,80,0,1,0,0,cylinder_piped,0,0,4.0,0,4,6,2,0,1,1,0,1,1,0,not_applicable,2023,11,18,severe_malaria,9,9,0,2,0,323.0,53.0,0,none,6
7715,district_hospital,O2_0022,peri_urban,82,0,0,0,0,oxygen_concentrator,1,0,6.2,0,2,4,0,0,0,0,0,0,0,9,funding_for_refill,2024,5,16,trauma,0,16,0,4,7,202.0,96.0,1,grid_reliable,9
7716,district_hospital,O2_0153,urban,19,0,0,1,0,none,1,0,4.6,0,5,6,25,0,1,0,0,1,1,0,not_applicable,2024,11,9,COVID19_severe,6,3,0,1,0,196.0,67.0,1,grid_unreliable,5
7717,district_hospital,O2_0128,rural,103,0,0,0,0,cylinder_portable,0,0,6.0,0,2,3,17,0,0,0,0,1,1,8,empty_cylinders_not_collected,2023,9,9,other_hypoxemia,4,5,0,2,0,375.0,3.0,0,grid_unreliable,2
7718,district_hospital,O2_0017,rural,95,0,0,0,0,cylinder_portable,0,0,15.7,0,8,3,92,0,1,0,0,0,0,1,piping_system_leak,2022,7,13,trauma,0,13,0,7,5,181.0,17.0,1,none,17
7719,district_hospital,O2_0182,peri_urban,24,0,0,0,0,oxygen_concentrator,3,0,1.7,0,3,5,12,0,0,0,0,0,0,24,empty_cylinders_not_collected,2024,3,10,COVID19_severe,0,10,0,6,1,192.0,19.0,0,grid_reliable,8
7720,district_hospital,O2_0162,rural,41,0,0,0,0,none,0,0,7.9,0,4,2,37,0,1,0,0,0,0,30,concentrator_malfunction,2023,7,16,pneumonia_child,0,16,0,10,8,259.0,110.0,1,grid_reliable,3
7721,district_hospital,O2_0059,rural,107,0,0,0,0,cylinder_portable,0,0,1.6,0,2,10,6,0,0,0,0,0,0,2,concentrator_malfunction,2022,7,14,pneumonia_adult,0,14,0,7,8,165.0,26.0,0,grid_unreliable,27
7722,district_hospital,O2_0123,peri_urban,67,0,0,0,0,oxygen_concentrator,0,0,9.7,0,4,2,26,0,0,0,0,1,0,0,not_applicable,2022,8,20,neonatal_respiratory,11,9,1,4,0,176.0,7.0,1,grid_reliable,0
7723,district_hospital,O2_0185,urban,27,0,0,0,0,cylinder_portable,0,0,9.4,0,2,1,10,0,1,1,0,0,0,1,empty_cylinders_not_collected,2021,12,17,neonatal_respiratory,0,17,0,10,4,96.0,124.0,1,generator_only,68
7724,district_hospital,O2_0053,peri_urban,97,0,0,0,0,none,0,0,1.1,0,3,1,9,0,0,0,0,0,0,11,power_outage,2022,6,17,neonatal_respiratory,0,17,0,8,1,221.0,4.0,0,grid_unreliable,5
7725,district_hospital,O2_0165,rural,15,0,0,0,0,oxygen_concentrator,3,1,3.9,0,2,4,18,0,1,0,0,1,0,0,not_applicable,2024,1,11,neonatal_respiratory,4,7,0,4,0,154.0,2.0,0,grid_unreliable,31
7726,district_hospital,O2_0157,urban,70,0,0,0,0,cylinder_portable,3,1,6.5,0,2,2,2,0,0,0,0,0,0,20,power_outage,2023,1,14,COPD_exacerbation,0,14,0,5,3,357.0,18.0,0,none,8
7727,district_hospital,O2_0143,peri_urban,48,0,0,0,0,cylinder_portable,1,0,3.4,0,2,4,23,0,0,0,0,1,0,0,not_applicable,2023,3,8,asthma_severe,5,3,1,1,0,101.0,81.0,1,grid_unreliable,10
7728,district_hospital,O2_0112,rural,6,0,0,0,0,cylinder_piped,3,1,14.9,0,1,4,31,0,0,0,0,1,1,0,not_applicable,2022,2,10,severe_malaria,4,6,0,3,0,281.0,7.0,0,solar,3
7729,district_hospital,O2_0058,rural,77,0,0,0,0,oxygen_concentrator,0,0,4.8,0,2,5,28,0,0,0,0,0,0,5,empty_cylinders_not_collected,2021,4,7,neonatal_respiratory,0,7,0,2,0,238.0,6.0,0,none,37
7730,district_hospital,O2_0032,rural,85,0,0,0,0,oxygen_concentrator,2,1,4.6,0,2,3,4,0,1,1,0,0,0,10,piping_system_leak,2024,9,11,neonatal_respiratory,0,11,0,4,0,226.0,23.0,0,generator_only,18
7731,district_hospital,O2_0131,peri_urban,107,0,1,0,0,cylinder_portable,0,0,0.3,0,3,6,35,0,1,0,0,1,1,3,funding_for_refill,2024,12,6,other_hypoxemia,2,4,1,2,0,93.0,110.0,0,solar,3
7732,district_hospital,O2_0004,peri_urban,33,0,0,1,0,oxygen_concentrator,1,0,6.7,1,4,3,43,0,1,0,0,1,1,0,not_applicable,2022,2,10,other_hypoxemia,4,6,0,3,0,249.0,11.0,1,grid_unreliable,22
7733,district_hospital,O2_0172,urban,73,0,0,0,0,cylinder_portable,0,0,14.0,0,2,5,17,0,0,0,0,1,1,1,cylinder_delivery_delay,2024,10,4,pneumonia_adult,2,2,1,2,0,159.0,16.0,1,grid_unreliable,10
7734,district_hospital,O2_0123,peri_urban,68,0,0,0,0,none,0,0,2.7,0,2,3,27,0,0,0,0,1,0,0,not_applicable,2023,2,6,asthma_severe,2,4,0,1,0,100.0,4.0,1,grid_unreliable,5
7735,district_hospital,O2_0148,peri_urban,95,0,0,0,0,cylinder_portable,1,0,0.3,1,2,5,12,0,0,0,0,1,1,0,not_applicable,2022,11,9,COPD_exacerbation,5,4,0,2,0,142.0,202.0,1,grid_unreliable,19
7736,district_hospital,O2_0034,peri_urban,116,0,0,1,0,oxygen_concentrator,1,0,14.4,0,2,4,1,0,1,0,0,1,1,0,not_applicable,2024,12,9,heart_failure,3,6,0,3,0,128.0,4.0,0,solar,11
7737,district_hospital,O2_0138,urban,79,0,0,0,0,none,3,1,4.8,0,2,3,21,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,9,13,severe_malaria,0,13,0,8,1,158.0,35.0,0,grid_reliable,28
7738,district_hospital,O2_0129,rural,145,0,0,0,0,none,0,0,13.2,0,3,7,0,0,0,0,0,0,0,4,power_outage,2024,11,17,severe_malaria,0,17,0,8,2,253.0,66.0,1,grid_unreliable,11
7739,district_hospital,O2_0105,rural,132,0,0,0,0,LOX_bulk_tank,0,0,4.9,0,1,4,10,0,0,0,0,1,0,7,power_outage,2024,10,17,sepsis,10,7,0,5,0,224.0,9.0,0,none,10
7740,district_hospital,O2_0073,rural,62,0,0,0,0,oxygen_concentrator,2,0,0.3,0,5,1,2,0,0,0,0,0,0,10,concentrator_malfunction,2024,12,11,pneumonia_adult,0,11,0,5,2,212.0,74.0,0,grid_unreliable,18
7741,district_hospital,O2_0116,peri_urban,30,0,0,0,0,cylinder_portable,0,0,1.8,0,1,7,52,0,0,0,0,1,1,15,concentrator_malfunction,2023,6,13,sepsis,7,6,0,1,0,72.0,16.0,0,grid_unreliable,9
7742,district_hospital,O2_0077,rural,75,0,0,0,0,cylinder_piped,0,0,15.7,0,3,2,26,0,1,1,1,0,0,4,funding_for_refill,2023,1,8,severe_malaria,0,8,0,1,3,139.0,64.0,1,grid_reliable,10
7743,district_hospital,O2_0198,peri_urban,30,0,0,0,0,cylinder_portable,3,1,2.3,1,4,3,30,0,1,1,0,1,1,0,not_applicable,2024,3,14,pneumonia_child,4,10,0,4,0,352.0,72.0,1,grid_reliable,3
7744,district_hospital,O2_0008,rural,39,0,0,1,0,cylinder_piped,0,0,3.1,0,4,4,6,0,0,0,0,1,1,0,not_applicable,2024,1,9,heart_failure,4,5,0,1,0,218.0,9.0,0,none,5
7745,district_hospital,O2_0036,peri_urban,65,0,0,0,0,cylinder_piped,0,0,1.7,0,4,5,7,0,0,0,0,0,0,4,empty_cylinders_not_collected,2022,9,12,pneumonia_child,0,12,0,6,2,128.0,88.0,0,grid_unreliable,0
7746,district_hospital,O2_0173,rural,23,0,0,0,0,LOX_bulk_tank,0,0,6.4,0,2,3,157,0,0,0,0,0,0,4,power_outage,2024,4,15,pneumonia_child,0,15,0,7,6,371.0,9.0,0,grid_unreliable,23
7747,district_hospital,O2_0096,rural,65,0,0,0,0,cylinder_piped,4,0,6.3,0,2,3,4,0,1,0,0,0,0,6,empty_cylinders_not_collected,2021,5,15,COPD_exacerbation,0,15,0,5,2,157.0,0.0,0,grid_unreliable,10
7748,district_hospital,O2_0195,urban,111,0,0,0,0,cylinder_portable,2,1,7.4,0,1,6,15,0,1,1,0,0,0,6,concentrator_malfunction,2023,3,10,heart_failure,0,10,0,3,2,160.0,92.0,1,none,0
7749,district_hospital,O2_0170,rural,78,0,0,0,0,cylinder_portable,0,0,2.8,0,2,8,34,0,0,0,0,1,0,0,not_applicable,2022,10,13,neonatal_respiratory,5,8,0,3,0,129.0,28.0,0,grid_unreliable,28
7750,district_hospital,O2_0006,peri_urban,104,0,0,0,0,oxygen_concentrator,7,2,1.3,0,2,6,0,0,1,0,0,1,0,1,supplier_stockout,2023,3,6,heart_failure,3,3,1,2,0,197.0,2.0,0,generator_only,0
7751,district_hospital,O2_0013,urban,11,0,0,1,0,cylinder_portable,0,0,9.2,0,4,3,63,0,0,0,0,1,1,0,not_applicable,2021,6,16,severe_malaria,5,11,0,6,0,97.0,15.0,1,solar,0
7752,district_hospital,O2_0043,peri_urban,49,0,0,0,0,oxygen_concentrator,0,0,0.8,0,7,4,28,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,7,11,heart_failure,0,11,0,4,2,130.0,12.0,0,none,4
7753,district_hospital,O2_0130,rural,124,0,0,0,1,oxygen_concentrator,1,0,2.0,1,0,1,0,0,0,0,0,1,1,0,not_applicable,2021,1,10,heart_failure,3,7,1,4,0,258.0,36.0,0,grid_reliable,0
7754,district_hospital,O2_0017,urban,85,0,0,0,0,cylinder_piped,0,0,1.4,0,3,3,18,0,0,0,0,0,0,4,no_oxygen_source,2022,2,8,pneumonia_child,0,8,0,2,2,20.0,211.0,0,grid_unreliable,7
7755,district_hospital,O2_0043,rural,35,0,0,0,1,none,0,0,7.1,1,2,5,2,0,0,0,0,1,1,0,not_applicable,2024,4,11,neonatal_respiratory,8,3,0,2,0,320.0,40.0,0,grid_unreliable,0
7756,district_hospital,O2_0014,peri_urban,88,0,0,0,0,cylinder_portable,2,1,0.2,0,6,0,32,0,0,0,0,1,0,0,not_applicable,2022,6,10,heart_failure,2,8,1,2,0,86.0,15.0,0,solar,9
7757,district_hospital,O2_0063,urban,44,0,0,0,0,cylinder_portable,0,0,0.9,0,4,1,0,0,0,0,0,1,1,1,concentrator_malfunction,2024,5,16,pneumonia_child,9,7,0,3,0,155.0,3.0,0,grid_unreliable,6
7758,district_hospital,O2_0184,urban,112,0,0,0,0,LOX_bulk_tank,0,0,0.7,0,2,4,52,0,0,0,0,0,0,5,funding_for_refill,2022,6,13,pneumonia_adult,0,13,0,5,4,260.0,32.0,1,grid_reliable,27
7759,district_hospital,O2_0098,peri_urban,78,0,0,0,0,oxygen_concentrator,4,2,6.8,0,5,3,32,0,1,0,0,1,0,0,not_applicable,2024,7,13,neonatal_respiratory,3,10,1,6,0,61.0,17.0,0,grid_unreliable,13
7760,district_hospital,O2_0163,rural,106,0,0,0,0,cylinder_portable,0,0,4.2,0,5,3,33,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,1,9,heart_failure,0,9,0,7,3,195.0,131.0,1,grid_unreliable,13
7761,district_hospital,O2_0042,rural,44,0,0,0,0,oxygen_concentrator,2,0,7.9,0,3,6,4,0,0,0,0,0,0,30,funding_for_refill,2024,6,9,pneumonia_child,0,9,0,1,2,289.0,52.0,1,none,31
7762,district_hospital,O2_0183,rural,18,0,0,0,0,oxygen_concentrator,0,0,5.2,0,3,6,7,0,0,0,0,0,0,28,power_outage,2021,3,12,COPD_exacerbation,0,12,0,6,0,235.0,74.0,1,generator_only,1
7763,district_hospital,O2_0137,rural,92,0,0,0,0,none,0,0,1.4,0,3,6,10,0,1,0,0,0,0,16,power_outage,2023,10,13,surgical_anaesthesia,0,13,0,6,8,128.0,6.0,1,grid_unreliable,0
7764,district_hospital,O2_0082,rural,49,0,0,0,0,cylinder_piped,0,0,3.2,0,3,4,25,0,0,0,0,0,0,25,power_outage,2022,10,15,heart_failure,0,15,0,4,7,299.0,91.0,0,grid_unreliable,21
7765,district_hospital,O2_0149,rural,68,0,0,0,0,none,0,0,13.7,0,4,7,19,0,0,0,0,0,0,2,funding_for_refill,2023,3,15,asthma_severe,0,15,0,6,6,141.0,13.0,0,generator_only,9
7766,district_hospital,O2_0195,rural,28,0,0,0,0,none,2,1,0.9,0,5,5,12,0,1,0,0,0,0,16,concentrator_malfunction,2023,1,9,COPD_exacerbation,0,9,0,5,4,189.0,47.0,0,grid_unreliable,14
7767,district_hospital,O2_0045,rural,78,0,0,0,0,cylinder_portable,5,2,1.8,0,2,2,12,0,0,0,0,1,1,0,not_applicable,2022,11,13,heart_failure,7,6,0,2,0,302.0,0.0,0,solar,11
7768,district_hospital,O2_0185,peri_urban,91,0,0,0,0,cylinder_portable,0,0,3.9,0,2,2,7,0,0,0,0,0,0,19,concentrator_malfunction,2023,12,13,neonatal_respiratory,0,13,0,4,0,293.0,12.0,1,grid_unreliable,15
7769,district_hospital,O2_0002,urban,5,0,0,1,0,cylinder_portable,0,0,0.6,0,4,4,13,0,1,0,0,0,0,24,empty_cylinders_not_collected,2023,5,15,neonatal_respiratory,0,15,0,6,8,260.0,108.0,0,grid_unreliable,10
7770,district_hospital,O2_0012,urban,5,1,0,0,0,cylinder_portable,0,0,1.2,0,1,4,54,0,0,0,0,1,1,0,not_applicable,2023,2,11,COPD_exacerbation,4,7,0,3,0,198.0,22.0,0,none,12
7771,district_hospital,O2_0071,peri_urban,23,0,0,0,0,oxygen_concentrator,1,0,5.8,0,4,2,11,0,1,1,0,1,1,0,not_applicable,2021,7,13,severe_malaria,3,10,0,4,0,201.0,208.0,0,generator_only,40
7772,district_hospital,O2_0155,peri_urban,39,0,0,0,0,none,0,0,2.5,0,1,3,2,0,1,0,0,0,0,7,power_outage,2024,7,5,sepsis,0,5,0,3,3,89.0,10.0,0,generator_only,19
7773,district_hospital,O2_0163,peri_urban,61,0,0,0,1,cylinder_portable,1,0,12.3,1,4,4,16,0,0,0,0,0,0,1,demand_surge,2023,4,14,COVID19_severe,0,14,0,6,1,223.0,29.0,0,solar,4
7774,district_hospital,O2_0171,peri_urban,115,0,0,0,0,oxygen_concentrator,2,0,4.9,0,3,4,42,0,0,0,0,1,0,3,funding_for_refill,2024,3,14,heart_failure,5,9,0,4,0,150.0,0.0,0,none,3
7775,district_hospital,O2_0034,peri_urban,60,0,0,0,0,none,0,0,1.2,0,8,3,2,0,0,0,0,1,0,0,not_applicable,2024,7,16,neonatal_respiratory,7,9,1,2,0,279.0,6.0,1,generator_only,9
7776,district_hospital,O2_0186,peri_urban,50,0,0,0,0,LOX_bulk_tank,0,0,4.4,0,4,3,21,0,1,1,0,0,0,6,demand_surge,2022,11,12,surgical_anaesthesia,0,12,0,5,2,207.0,103.0,0,grid_reliable,19
7777,district_hospital,O2_0153,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,0.4,0,1,6,32,0,0,0,0,1,0,0,not_applicable,2022,12,15,heart_failure,8,7,0,4,0,140.0,4.0,0,generator_only,19
7778,district_hospital,O2_0101,rural,47,0,0,0,1,oxygen_concentrator,2,0,0.4,1,7,3,12,0,1,0,0,0,0,7,cylinder_delivery_delay,2023,7,14,pneumonia_child,0,14,0,8,8,283.0,108.0,0,generator_only,102
7779,district_hospital,O2_0064,rural,69,0,0,0,0,cylinder_piped,0,0,12.1,0,3,2,18,0,1,1,1,0,0,1,power_outage,2023,11,6,neonatal_respiratory,0,6,0,3,1,90.0,68.0,0,grid_unreliable,11
7780,district_hospital,O2_0108,peri_urban,21,0,0,0,0,cylinder_portable,0,0,2.9,0,4,2,0,0,0,0,0,0,0,1,no_oxygen_source,2023,3,13,surgical_anaesthesia,0,13,0,3,5,369.0,5.0,0,generator_only,4
7781,district_hospital,O2_0081,urban,95,0,0,0,0,cylinder_portable,0,0,2.8,0,2,1,34,0,0,0,0,0,0,5,supplier_stockout,2022,5,17,pneumonia_adult,0,17,0,8,3,288.0,20.0,0,solar,21
7782,district_hospital,O2_0025,peri_urban,90,0,0,0,0,cylinder_piped,0,0,5.4,0,4,4,2,0,0,0,0,0,0,5,PSA_plant_breakdown,2022,8,10,surgical_anaesthesia,0,10,0,3,4,298.0,144.0,1,none,29
7783,district_hospital,O2_0142,peri_urban,36,0,0,0,0,oxygen_concentrator,2,0,17.4,0,3,6,81,0,1,0,0,0,0,10,power_outage,2024,10,10,pneumonia_adult,0,10,0,2,3,40.0,11.0,0,grid_unreliable,3
7784,district_hospital,O2_0098,peri_urban,133,1,0,0,1,LOX_bulk_tank,0,0,3.6,1,4,5,16,0,1,1,1,0,0,11,concentrator_malfunction,2023,9,18,asthma_severe,0,18,0,6,4,268.0,29.0,0,generator_only,37
7785,district_hospital,O2_0176,rural,68,0,0,0,0,LOX_bulk_tank,0,0,5.5,0,4,0,2,0,0,0,0,0,0,2,concentrator_malfunction,2022,5,5,surgical_anaesthesia,0,5,0,5,0,199.0,7.0,0,none,4
7786,district_hospital,O2_0188,rural,51,0,0,0,0,cylinder_piped,2,0,1.0,0,3,5,34,0,1,0,0,0,0,3,cylinder_delivery_delay,2023,7,11,trauma,0,11,0,5,1,127.0,1.0,1,grid_reliable,3
7787,district_hospital,O2_0156,urban,71,0,0,0,0,none,0,0,10.0,0,7,5,3,0,0,0,0,0,0,3,concentrator_malfunction,2022,1,10,COPD_exacerbation,0,10,0,6,2,143.0,104.0,1,generator_only,3
7788,district_hospital,O2_0179,rural,5,0,0,0,0,cylinder_piped,0,0,4.0,0,1,6,33,0,0,0,0,0,0,14,power_outage,2023,10,11,surgical_anaesthesia,0,11,0,4,3,112.0,1.0,1,generator_only,14
7789,district_hospital,O2_0063,peri_urban,20,0,0,0,0,LOX_bulk_tank,0,0,2.8,0,1,5,65,0,0,0,0,1,1,0,not_applicable,2024,5,17,severe_malaria,4,13,0,6,0,165.0,10.0,0,grid_unreliable,10
7790,district_hospital,O2_0160,urban,28,0,0,0,0,oxygen_concentrator,7,2,1.7,0,4,5,17,0,0,0,0,1,1,0,not_applicable,2024,11,19,other_hypoxemia,7,12,0,3,0,292.0,71.0,1,none,8
7791,district_hospital,O2_0084,urban,85,0,0,0,0,cylinder_portable,0,0,2.8,0,2,2,83,0,1,0,0,0,0,1,concentrator_malfunction,2022,5,15,pneumonia_adult,0,15,0,4,2,194.0,65.0,1,grid_reliable,29
7792,district_hospital,O2_0090,peri_urban,5,0,0,0,0,cylinder_piped,0,0,2.7,0,5,5,17,0,0,0,0,1,1,0,not_applicable,2023,11,9,pneumonia_child,3,6,0,3,0,172.0,144.0,0,grid_unreliable,10
7793,district_hospital,O2_0128,rural,26,0,1,0,0,cylinder_portable,0,0,0.7,0,0,6,40,0,1,0,0,0,0,1,empty_cylinders_not_collected,2023,2,10,pneumonia_child,0,10,0,8,6,131.0,131.0,0,none,33
7794,district_hospital,O2_0098,peri_urban,95,0,0,0,0,cylinder_portable,0,0,3.9,0,2,2,61,0,1,1,0,0,0,9,funding_for_refill,2023,12,16,surgical_anaesthesia,0,16,0,4,1,284.0,2.0,1,none,41
7795,district_hospital,O2_0022,rural,119,1,0,0,0,cylinder_piped,4,1,5.7,0,6,1,0,0,1,0,0,0,0,2,supplier_stockout,2023,3,7,neonatal_respiratory,0,7,0,2,5,181.0,65.0,0,none,2
7796,district_hospital,O2_0024,urban,32,0,0,0,0,cylinder_portable,2,0,1.4,0,4,5,2,0,0,0,0,0,0,7,funding_for_refill,2024,7,11,severe_malaria,0,11,0,5,3,321.0,168.0,1,grid_unreliable,3
7797,district_hospital,O2_0080,peri_urban,83,0,0,0,0,cylinder_portable,0,0,5.4,0,2,2,13,0,0,0,0,0,0,1,concentrator_malfunction,2022,3,10,pneumonia_child,0,10,0,5,3,250.0,7.0,0,solar,9
7798,district_hospital,O2_0036,peri_urban,7,0,0,0,0,oxygen_concentrator,2,0,3.5,0,3,10,73,0,0,0,0,0,0,5,concentrator_malfunction,2023,6,8,pneumonia_child,0,8,0,3,2,321.0,71.0,1,none,4
7799,district_hospital,O2_0010,peri_urban,47,0,0,0,0,oxygen_concentrator,3,1,0.9,0,4,6,21,0,1,0,0,1,1,0,not_applicable,2022,8,13,pneumonia_adult,6,7,0,3,0,257.0,36.0,1,grid_unreliable,28
7800,district_hospital,O2_0106,peri_urban,94,0,0,0,0,oxygen_concentrator,5,1,0.9,0,2,2,0,0,0,0,0,1,1,0,not_applicable,2022,5,17,other_hypoxemia,7,10,0,2,0,170.0,12.0,0,grid_unreliable,4
7801,district_hospital,O2_0110,urban,55,0,0,0,0,oxygen_concentrator,1,0,4.5,0,5,4,4,0,1,1,0,1,1,0,not_applicable,2024,1,11,heart_failure,4,7,0,4,0,173.0,59.0,0,none,25
7802,district_hospital,O2_0026,peri_urban,29,0,0,0,0,oxygen_concentrator,0,0,4.2,0,1,3,20,0,0,0,0,0,0,17,regulator_valve_failure,2024,6,13,pneumonia_adult,0,13,0,6,4,199.0,32.0,1,none,36
7803,district_hospital,O2_0072,rural,5,0,0,0,0,cylinder_portable,0,0,0.2,0,2,1,10,0,0,0,0,0,0,10,power_outage,2022,4,13,severe_malaria,0,13,0,8,8,215.0,63.0,0,grid_unreliable,5
7804,district_hospital,O2_0163,peri_urban,75,0,0,0,0,oxygen_concentrator,1,0,16.6,0,3,3,18,0,1,0,0,0,0,22,no_oxygen_source,2023,10,13,surgical_anaesthesia,0,13,0,4,1,207.0,62.0,1,grid_unreliable,39
7805,district_hospital,O2_0193,urban,38,0,0,0,0,oxygen_concentrator,3,2,12.6,0,4,7,6,0,1,0,0,0,0,17,demand_surge,2022,9,10,trauma,0,10,0,3,6,224.0,26.0,1,none,14
7806,district_hospital,O2_0103,peri_urban,91,0,0,0,0,cylinder_piped,0,0,0.6,0,1,3,14,0,0,0,0,1,1,0,not_applicable,2023,5,13,pneumonia_child,8,5,0,1,0,171.0,10.0,0,none,1
7807,district_hospital,O2_0152,rural,34,0,1,0,0,oxygen_concentrator,1,0,15.8,0,1,4,10,0,0,0,0,0,0,28,cylinder_delivery_delay,2023,2,12,pneumonia_child,0,12,0,6,4,246.0,6.0,1,grid_unreliable,10
7808,district_hospital,O2_0091,rural,48,0,0,0,0,cylinder_piped,0,0,1.8,0,2,2,2,0,1,1,0,0,0,10,power_outage,2023,10,10,pneumonia_adult,0,10,0,7,3,141.0,100.0,0,none,2
7809,district_hospital,O2_0119,rural,88,0,0,0,0,oxygen_concentrator,4,0,0.6,0,3,8,4,0,1,1,0,0,0,1,cylinder_delivery_delay,2021,9,7,pneumonia_child,0,7,0,4,2,275.0,1.0,1,grid_unreliable,30
7810,district_hospital,O2_0131,urban,135,0,0,0,0,oxygen_concentrator,2,1,4.7,0,4,2,10,0,0,0,0,0,0,4,demand_surge,2022,10,14,COVID19_severe,0,14,0,5,3,166.0,25.0,0,generator_only,38
7811,district_hospital,O2_0132,rural,24,0,0,1,0,none,0,0,10.9,0,0,5,16,0,0,0,0,1,1,0,not_applicable,2023,7,18,severe_malaria,10,8,0,6,0,134.0,10.0,1,generator_only,16
7812,district_hospital,O2_0014,peri_urban,71,0,0,0,0,oxygen_concentrator,1,0,3.9,0,4,4,28,0,1,1,0,0,0,4,demand_surge,2021,3,13,trauma,0,13,0,5,4,267.0,30.0,1,generator_only,1
7813,district_hospital,O2_0030,peri_urban,114,0,0,0,0,oxygen_concentrator,1,0,6.8,1,4,7,2,0,1,0,0,0,0,13,no_oxygen_source,2022,7,15,heart_failure,0,15,0,4,2,364.0,11.0,0,grid_unreliable,3
7814,district_hospital,O2_0167,rural,86,0,0,0,1,cylinder_portable,4,3,0.8,1,6,2,3,0,1,0,0,0,0,4,funding_for_refill,2024,10,9,COPD_exacerbation,0,9,0,3,0,178.0,34.0,0,generator_only,14
7815,district_hospital,O2_0028,peri_urban,71,0,0,0,0,oxygen_concentrator,2,0,3.7,1,4,4,61,0,0,0,0,1,1,0,not_applicable,2022,12,14,pneumonia_adult,7,7,1,0,0,65.0,75.0,0,none,3
7816,district_hospital,O2_0035,rural,7,0,0,0,0,cylinder_piped,1,0,9.3,0,5,5,13,0,1,0,0,0,0,10,cylinder_delivery_delay,2022,8,19,pneumonia_child,0,19,0,9,6,67.0,0.0,0,generator_only,16
7817,district_hospital,O2_0147,rural,98,0,0,0,0,oxygen_concentrator,1,0,2.8,0,5,5,7,0,1,0,0,1,0,0,not_applicable,2024,8,16,pneumonia_adult,4,12,0,7,0,138.0,114.0,0,grid_unreliable,10
7818,district_hospital,O2_0034,peri_urban,84,0,0,0,0,cylinder_portable,0,0,4.7,0,3,5,22,0,1,0,0,1,1,1,cylinder_delivery_delay,2023,6,7,COPD_exacerbation,1,6,1,2,0,300.0,18.0,0,generator_only,1
7819,district_hospital,O2_0041,rural,100,0,0,0,0,oxygen_concentrator,4,1,0.5,0,3,2,11,0,1,1,0,1,1,0,not_applicable,2024,5,13,severe_malaria,3,10,0,5,0,251.0,112.0,1,solar,8
7820,district_hospital,O2_0021,rural,54,0,0,0,0,none,0,0,0.3,0,6,1,8,0,0,0,0,1,0,1,empty_cylinders_not_collected,2021,12,17,pneumonia_child,8,9,0,3,0,322.0,10.0,1,grid_unreliable,13
7821,district_hospital,O2_0007,peri_urban,77,0,0,0,0,none,0,0,1.0,0,2,4,9,0,0,0,0,1,1,0,not_applicable,2021,2,20,surgical_anaesthesia,11,9,1,4,0,151.0,10.0,0,solar,7
7822,district_hospital,O2_0063,urban,89,0,0,0,0,cylinder_portable,0,0,3.0,0,2,6,27,0,0,0,0,0,0,10,cylinder_delivery_delay,2021,12,13,COPD_exacerbation,0,13,0,8,5,141.0,25.0,1,grid_reliable,13
7823,district_hospital,O2_0176,peri_urban,40,0,0,0,0,oxygen_concentrator,0,0,3.1,0,3,6,23,0,1,0,0,1,1,0,not_applicable,2021,7,11,severe_malaria,5,6,0,3,0,240.0,176.0,0,solar,23
7824,district_hospital,O2_0167,urban,63,0,0,1,0,cylinder_piped,0,0,0.7,0,6,5,2,0,1,1,0,0,0,5,no_oxygen_source,2022,3,16,trauma,0,16,0,4,6,208.0,50.0,1,solar,34
7825,district_hospital,O2_0040,rural,26,0,0,0,0,oxygen_concentrator,3,1,0.3,0,2,2,16,0,0,0,0,0,0,10,concentrator_malfunction,2024,2,8,neonatal_respiratory,0,8,0,4,3,243.0,17.0,1,grid_unreliable,2
7826,district_hospital,O2_0152,peri_urban,12,0,0,0,0,oxygen_concentrator,2,0,1.5,0,15,3,26,0,0,0,0,1,1,0,not_applicable,2023,3,14,pneumonia_child,4,10,0,7,0,238.0,6.0,1,none,17
7827,district_hospital,O2_0120,rural,78,0,0,0,0,none,0,0,4.9,0,3,0,16,0,0,0,0,0,0,9,demand_surge,2022,1,11,severe_malaria,0,11,0,4,3,180.0,30.0,1,grid_unreliable,9
7828,district_hospital,O2_0093,urban,7,0,0,0,0,oxygen_concentrator,4,1,1.3,0,4,4,1,0,0,0,0,0,0,7,power_outage,2023,7,12,pneumonia_adult,0,12,0,5,2,344.0,63.0,0,generator_only,1
7829,district_hospital,O2_0111,rural,116,0,0,0,0,oxygen_concentrator,2,1,6.7,1,2,7,12,0,0,0,0,0,0,5,concentrator_malfunction,2024,11,15,heart_failure,0,15,0,8,5,65.0,12.0,1,grid_unreliable,16
7830,district_hospital,O2_0111,peri_urban,91,0,0,0,0,oxygen_concentrator,0,0,0.1,0,2,5,57,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,9,18,asthma_severe,0,18,0,9,4,162.0,50.0,0,grid_unreliable,21
7831,district_hospital,O2_0104,peri_urban,40,0,0,0,0,cylinder_portable,0,0,0.3,0,4,5,7,0,1,1,0,0,0,30,power_outage,2022,8,10,neonatal_respiratory,0,10,0,4,4,277.0,23.0,0,none,8
7832,district_hospital,O2_0103,peri_urban,94,0,0,0,0,LOX_bulk_tank,0,0,4.8,0,3,3,31,0,1,1,1,0,0,1,concentrator_malfunction,2024,4,12,neonatal_respiratory,0,12,0,6,0,203.0,16.0,1,grid_unreliable,12
7833,district_hospital,O2_0037,rural,94,0,0,0,0,cylinder_piped,0,0,7.6,0,2,3,4,0,1,0,0,1,1,0,not_applicable,2023,8,13,trauma,7,6,0,3,0,129.0,19.0,1,none,4
7834,district_hospital,O2_0082,rural,5,0,0,0,0,PSA_plant_onsite,0,0,4.6,0,6,3,46,1,0,0,0,0,0,17,cylinder_delivery_delay,2023,4,15,COPD_exacerbation,0,15,0,10,4,129.0,60.0,1,none,22
7835,district_hospital,O2_0196,urban,113,0,0,0,0,cylinder_portable,0,0,6.9,0,2,3,13,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,1,16,neonatal_respiratory,0,16,0,6,4,256.0,87.0,1,grid_unreliable,8
7836,district_hospital,O2_0034,rural,71,0,0,0,0,cylinder_portable,2,0,12.2,0,7,3,35,0,0,0,0,0,0,13,cylinder_delivery_delay,2021,6,7,pneumonia_child,0,7,0,3,2,152.0,6.0,0,none,19
7837,district_hospital,O2_0094,rural,116,0,0,0,0,cylinder_portable,0,0,6.0,0,3,3,52,0,0,0,0,0,0,3,cylinder_delivery_delay,2021,2,10,pneumonia_adult,0,10,0,4,0,208.0,35.0,0,none,15
7838,district_hospital,O2_0041,rural,43,0,0,0,0,LOX_bulk_tank,0,0,8.8,0,5,5,1,0,1,0,0,1,0,2,empty_cylinders_not_collected,2024,4,11,severe_malaria,7,4,0,2,0,146.0,13.0,1,none,9
7839,district_hospital,O2_0148,urban,68,0,0,0,0,none,0,0,5.8,0,9,5,7,0,0,0,0,0,0,13,funding_for_refill,2024,11,13,sepsis,0,13,0,6,5,133.0,17.0,1,none,16
7840,district_hospital,O2_0166,peri_urban,82,0,0,0,0,cylinder_portable,0,0,1.2,0,3,3,17,0,0,0,0,1,1,0,not_applicable,2023,9,14,asthma_severe,6,8,0,2,0,156.0,67.0,1,grid_reliable,0
7841,district_hospital,O2_0046,peri_urban,99,0,0,0,0,oxygen_concentrator,4,1,4.4,0,0,0,22,0,0,0,0,0,0,8,concentrator_malfunction,2024,5,8,surgical_anaesthesia,0,8,0,5,1,300.0,68.0,0,generator_only,1
7842,district_hospital,O2_0051,rural,39,0,0,1,1,cylinder_portable,0,0,0.1,1,2,4,15,0,0,0,0,1,0,0,not_applicable,2023,7,11,surgical_anaesthesia,7,4,0,3,0,0.0,48.0,0,solar,2
7843,district_hospital,O2_0059,urban,110,0,0,0,0,LOX_bulk_tank,0,0,3.2,0,5,3,15,0,1,0,0,1,1,0,not_applicable,2022,6,14,severe_malaria,9,5,1,2,0,264.0,33.0,1,grid_unreliable,10
7844,district_hospital,O2_0054,peri_urban,129,0,0,0,0,cylinder_portable,0,0,4.1,0,1,2,5,0,0,0,0,0,0,20,power_outage,2024,5,13,sepsis,0,13,0,10,4,326.0,14.0,0,generator_only,1
7845,district_hospital,O2_0093,urban,39,0,0,0,0,none,0,0,1.6,1,1,6,5,0,0,0,0,1,1,0,not_applicable,2023,4,12,COVID19_severe,2,10,0,4,0,137.0,45.0,1,grid_unreliable,4
7846,district_hospital,O2_0031,rural,16,0,0,0,0,LOX_bulk_tank,0,0,4.0,0,5,3,10,0,0,0,0,1,1,0,not_applicable,2022,4,9,heart_failure,3,6,0,3,0,299.0,7.0,1,solar,5
7847,district_hospital,O2_0113,peri_urban,94,0,0,0,0,none,0,0,15.8,1,4,1,26,0,1,0,0,0,0,10,power_outage,2023,1,10,other_hypoxemia,0,10,0,5,2,189.0,35.0,0,solar,12
7848,district_hospital,O2_0161,peri_urban,54,1,0,0,0,oxygen_concentrator,3,1,0.9,0,4,5,8,0,0,0,0,0,0,30,power_outage,2024,2,17,pneumonia_adult,0,17,0,6,3,99.0,100.0,0,none,6
7849,district_hospital,O2_0007,peri_urban,38,0,0,0,0,cylinder_portable,0,0,6.4,0,3,8,2,0,0,0,0,0,0,12,no_oxygen_source,2023,12,9,trauma,0,9,0,1,3,316.0,40.0,0,none,29
7850,district_hospital,O2_0046,rural,45,0,0,0,1,LOX_bulk_tank,1,0,1.1,1,5,4,10,0,0,0,0,0,0,9,PSA_plant_breakdown,2024,9,6,severe_malaria,0,6,0,1,0,272.0,5.0,0,none,7
7851,district_hospital,O2_0159,urban,121,0,0,0,0,oxygen_concentrator,0,0,15.8,1,3,4,44,0,1,1,0,1,0,0,not_applicable,2022,9,11,heart_failure,4,7,0,4,0,233.0,28.0,1,grid_unreliable,8
7852,district_hospital,O2_0064,rural,32,0,0,0,0,oxygen_concentrator,0,0,15.3,0,4,5,18,0,0,0,0,0,0,3,regulator_valve_failure,2022,3,9,neonatal_respiratory,0,9,0,4,3,258.0,4.0,0,grid_unreliable,57
7853,district_hospital,O2_0025,peri_urban,41,0,0,0,0,cylinder_portable,0,0,3.1,0,0,1,5,0,1,1,0,0,0,30,funding_for_refill,2024,1,7,pneumonia_child,0,7,0,4,3,120.0,52.0,1,solar,23
7854,district_hospital,O2_0022,peri_urban,67,0,0,0,0,oxygen_concentrator,4,1,1.8,0,0,5,9,0,1,0,0,1,1,0,not_applicable,2023,9,14,pneumonia_child,3,11,0,5,0,224.0,65.0,0,grid_unreliable,29
7855,district_hospital,O2_0029,peri_urban,110,0,0,0,1,cylinder_piped,0,0,1.8,1,1,7,11,0,0,0,0,1,1,0,not_applicable,2024,9,6,COVID19_severe,2,4,1,3,0,111.0,13.0,0,none,5
7856,district_hospital,O2_0109,peri_urban,116,0,0,0,0,oxygen_concentrator,2,0,17.2,0,1,2,67,0,0,0,0,0,0,24,power_outage,2023,6,8,trauma,0,8,0,3,1,212.0,29.0,0,grid_unreliable,8
7857,district_hospital,O2_0046,rural,111,0,0,0,0,none,3,1,1.7,0,2,6,0,0,0,0,0,0,0,7,power_outage,2023,7,8,neonatal_respiratory,0,8,0,4,1,339.0,81.0,0,grid_unreliable,28
7858,district_hospital,O2_0081,peri_urban,91,0,1,0,0,cylinder_piped,0,0,0.6,0,3,1,12,0,0,0,0,1,1,2,concentrator_malfunction,2024,7,15,sepsis,4,11,0,3,0,207.0,155.0,1,grid_unreliable,3
7859,district_hospital,O2_0176,rural,5,0,0,0,0,cylinder_portable,0,0,11.4,0,4,5,0,0,1,1,0,0,0,5,cylinder_delivery_delay,2023,11,6,surgical_anaesthesia,0,6,0,3,2,187.0,11.0,0,grid_unreliable,4
7860,district_hospital,O2_0141,urban,150,0,0,0,0,cylinder_portable,0,0,5.1,0,5,4,13,0,1,0,0,1,0,0,not_applicable,2024,4,12,COVID19_severe,4,8,1,4,0,200.0,85.0,1,generator_only,48
7861,district_hospital,O2_0182,rural,33,0,0,0,0,oxygen_concentrator,0,0,7.2,0,6,4,29,0,0,0,0,0,0,7,cylinder_delivery_delay,2021,4,15,trauma,0,15,0,6,0,177.0,18.0,0,grid_unreliable,14
7862,district_hospital,O2_0122,peri_urban,23,0,0,0,0,oxygen_concentrator,3,1,0.4,0,2,1,21,0,1,1,1,0,0,1,power_outage,2022,8,8,trauma,0,8,0,3,3,92.0,43.0,1,none,2
7863,district_hospital,O2_0147,peri_urban,87,0,0,0,0,cylinder_portable,0,0,3.2,0,1,1,7,0,0,0,0,1,0,4,demand_surge,2022,7,13,pneumonia_child,4,9,1,5,0,324.0,85.0,1,grid_unreliable,41
7864,district_hospital,O2_0099,rural,23,0,0,0,0,cylinder_piped,0,0,4.7,1,4,3,3,0,1,0,0,1,0,0,not_applicable,2024,7,12,COVID19_severe,6,6,0,3,0,211.0,119.0,1,generator_only,0
7865,district_hospital,O2_0025,peri_urban,102,0,0,0,0,cylinder_portable,3,0,4.4,0,1,1,7,0,0,0,0,0,0,20,cylinder_delivery_delay,2024,8,17,severe_malaria,0,17,0,8,3,223.0,16.0,0,grid_unreliable,35
7866,district_hospital,O2_0030,urban,89,0,0,0,0,oxygen_concentrator,1,0,0.6,1,3,4,6,0,0,0,0,1,0,0,not_applicable,2024,2,8,pneumonia_child,4,4,1,2,0,277.0,34.0,0,generator_only,37
7867,district_hospital,O2_0158,rural,110,0,0,0,0,cylinder_portable,0,0,4.6,0,3,4,42,0,1,0,0,0,0,16,PSA_plant_breakdown,2023,11,16,COVID19_severe,0,16,0,10,8,206.0,88.0,1,grid_unreliable,13
7868,district_hospital,O2_0110,peri_urban,5,0,0,0,0,cylinder_portable,2,1,0.0,0,7,3,3,0,1,0,0,1,1,1,demand_surge,2021,7,20,trauma,3,17,0,6,0,144.0,247.0,0,generator_only,17
7869,district_hospital,O2_0195,urban,37,0,0,0,0,LOX_bulk_tank,0,0,0.2,0,3,4,38,0,0,0,0,0,0,15,cylinder_delivery_delay,2023,4,15,COVID19_severe,0,15,0,5,3,162.0,39.0,0,solar,4
7870,district_hospital,O2_0017,urban,16,0,0,0,0,oxygen_concentrator,3,1,0.2,0,4,8,2,0,1,1,0,0,0,10,empty_cylinders_not_collected,2024,6,18,severe_malaria,0,18,0,10,10,267.0,31.0,1,none,8
7871,district_hospital,O2_0010,rural,21,0,0,0,0,oxygen_concentrator,0,0,12.5,0,2,5,23,0,0,0,0,0,0,19,empty_cylinders_not_collected,2024,6,14,pneumonia_child,0,14,0,6,7,159.0,36.0,0,grid_unreliable,9
7872,district_hospital,O2_0016,rural,19,0,0,0,0,cylinder_portable,3,1,2.5,0,1,7,0,0,0,0,0,1,1,0,not_applicable,2024,6,8,COPD_exacerbation,1,7,0,1,0,177.0,1.0,0,grid_unreliable,8
7873,district_hospital,O2_0074,urban,5,0,0,0,0,oxygen_concentrator,1,0,1.8,0,4,1,5,0,1,0,0,0,0,6,empty_cylinders_not_collected,2023,9,11,COPD_exacerbation,0,11,0,2,1,5.0,24.0,0,generator_only,2
7874,district_hospital,O2_0090,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,1.7,0,5,4,36,0,1,1,1,1,1,0,not_applicable,2023,6,12,pneumonia_adult,5,7,0,2,0,119.0,155.0,0,solar,5
7875,district_hospital,O2_0196,peri_urban,5,0,0,1,0,cylinder_piped,0,0,3.2,0,5,5,13,0,1,0,0,1,0,0,not_applicable,2024,1,10,surgical_anaesthesia,7,3,0,2,0,118.0,137.0,0,grid_reliable,24
7876,district_hospital,O2_0019,urban,98,0,0,0,0,oxygen_concentrator,4,2,0.7,1,0,5,9,0,1,0,0,0,0,10,cylinder_delivery_delay,2023,2,10,trauma,0,10,0,6,0,249.0,6.0,0,grid_reliable,0
7877,district_hospital,O2_0139,rural,113,0,0,0,0,oxygen_concentrator,2,0,2.5,0,5,3,42,0,0,0,0,0,0,23,empty_cylinders_not_collected,2024,12,11,COVID19_severe,0,11,0,6,3,172.0,169.0,0,solar,9
7878,district_hospital,O2_0072,rural,36,0,0,0,0,cylinder_portable,2,0,6.1,0,1,3,20,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,2,13,trauma,0,13,0,7,4,124.0,18.0,0,grid_reliable,0
7879,district_hospital,O2_0098,rural,102,1,0,0,0,cylinder_piped,0,0,6.1,0,3,5,66,0,1,1,0,0,0,1,cylinder_delivery_delay,2024,4,14,surgical_anaesthesia,0,14,0,2,4,35.0,15.0,0,none,7
7880,district_hospital,O2_0065,peri_urban,5,0,0,0,0,PSA_plant_onsite,0,0,3.8,0,2,2,5,0,0,0,0,0,0,15,regulator_valve_failure,2024,7,14,asthma_severe,0,14,0,5,4,191.0,23.0,0,generator_only,3
7881,district_hospital,O2_0086,rural,58,0,0,0,1,cylinder_portable,0,0,18.2,1,5,3,11,0,0,0,0,1,0,6,piping_system_leak,2022,2,9,severe_malaria,5,4,0,4,0,146.0,27.0,1,grid_reliable,10
7882,district_hospital,O2_0160,rural,8,0,0,0,0,oxygen_concentrator,2,1,7.3,0,5,7,33,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,6,11,COVID19_severe,0,11,0,2,4,240.0,7.0,1,grid_unreliable,15
7883,district_hospital,O2_0147,rural,129,0,0,0,0,oxygen_concentrator,3,1,4.1,0,3,2,0,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,11,16,pneumonia_child,0,16,0,9,10,146.0,35.0,0,none,5
7884,district_hospital,O2_0097,rural,95,0,0,0,0,cylinder_portable,0,0,4.3,0,1,1,3,0,1,1,0,0,0,2,power_outage,2022,5,7,surgical_anaesthesia,0,7,0,2,1,249.0,130.0,0,generator_only,25
7885,district_hospital,O2_0095,rural,24,0,0,0,0,oxygen_concentrator,2,0,3.4,1,5,5,1,0,0,0,0,0,0,5,funding_for_refill,2021,12,11,pneumonia_adult,0,11,0,3,2,241.0,3.0,0,generator_only,5
7886,district_hospital,O2_0059,peri_urban,52,0,0,0,0,cylinder_piped,1,0,5.7,0,5,4,22,0,0,0,0,1,1,0,not_applicable,2021,1,14,pneumonia_child,9,5,1,2,0,263.0,44.0,1,grid_unreliable,2
7887,district_hospital,O2_0064,rural,58,0,0,0,0,cylinder_portable,3,0,5.8,0,2,2,10,0,1,0,0,0,0,4,funding_for_refill,2024,1,16,severe_malaria,0,16,0,4,8,42.0,89.0,1,grid_unreliable,1
7888,district_hospital,O2_0144,rural,60,0,0,0,0,oxygen_concentrator,3,2,3.0,0,2,3,13,0,0,0,0,0,0,17,cylinder_delivery_delay,2024,1,14,pneumonia_child,0,14,0,5,2,185.0,12.0,1,grid_unreliable,2
7889,district_hospital,O2_0062,rural,5,0,0,0,0,cylinder_piped,0,0,0.8,0,3,2,0,0,1,0,0,1,1,0,not_applicable,2022,9,12,surgical_anaesthesia,7,5,1,2,0,191.0,68.0,1,grid_unreliable,15
7890,district_hospital,O2_0135,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,1.7,0,4,3,40,0,1,0,0,0,0,3,power_outage,2024,11,7,severe_malaria,0,7,0,3,2,122.0,1.0,0,none,24
7891,district_hospital,O2_0004,urban,65,0,0,0,0,cylinder_piped,3,1,3.0,0,8,5,13,0,1,1,1,0,0,17,regulator_valve_failure,2022,7,6,COVID19_severe,0,6,0,3,0,207.0,144.0,0,none,15
7892,district_hospital,O2_0190,rural,46,0,0,0,0,cylinder_piped,0,0,3.2,0,5,2,31,0,1,0,0,1,1,0,not_applicable,2023,11,15,asthma_severe,5,10,1,7,0,223.0,55.0,1,grid_unreliable,0
7893,district_hospital,O2_0150,urban,46,0,0,0,0,cylinder_portable,2,0,5.8,1,6,2,6,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,10,16,COPD_exacerbation,0,16,0,9,6,210.0,5.0,0,generator_only,6
7894,district_hospital,O2_0087,rural,53,0,0,0,0,cylinder_portable,0,0,1.8,0,2,3,8,0,0,0,0,1,0,0,not_applicable,2024,2,10,sepsis,0,10,0,5,0,204.0,108.0,0,grid_unreliable,1
7895,district_hospital,O2_0165,rural,90,0,0,0,0,oxygen_concentrator,0,0,26.7,0,3,4,2,0,1,1,0,1,0,0,not_applicable,2024,2,12,severe_malaria,6,6,1,2,0,50.0,5.0,1,none,2
7896,district_hospital,O2_0098,peri_urban,10,0,0,0,0,PSA_plant_onsite,2,1,2.2,0,1,5,5,0,0,0,0,1,1,0,not_applicable,2021,1,17,asthma_severe,11,6,0,3,0,98.0,2.0,1,none,4
7897,district_hospital,O2_0098,rural,40,0,0,0,0,oxygen_concentrator,0,0,0.3,0,2,7,26,0,0,0,0,1,1,1,PSA_plant_breakdown,2022,12,7,pneumonia_child,4,3,0,1,0,155.0,4.0,0,none,1
7898,district_hospital,O2_0184,urban,111,0,0,0,0,oxygen_concentrator,3,1,4.0,0,4,4,39,0,0,0,0,1,1,4,concentrator_malfunction,2023,10,19,trauma,10,9,1,4,0,253.0,11.0,0,solar,24
7899,district_hospital,O2_0083,urban,111,0,0,0,0,cylinder_portable,0,0,1.7,0,1,5,14,0,0,0,0,0,0,3,concentrator_malfunction,2022,5,15,other_hypoxemia,0,15,0,3,5,226.0,42.0,1,solar,17
7900,district_hospital,O2_0039,urban,56,0,0,0,0,none,0,0,3.0,0,4,1,10,0,1,1,0,0,0,30,concentrator_malfunction,2022,1,11,heart_failure,0,11,0,5,7,238.0,18.0,0,generator_only,1
7901,district_hospital,O2_0090,urban,59,0,0,0,0,oxygen_concentrator,2,0,1.0,0,3,4,44,0,1,0,0,0,0,22,power_outage,2021,12,6,COVID19_severe,0,6,0,4,2,219.0,118.0,0,none,1
7902,district_hospital,O2_0180,peri_urban,5,0,0,0,0,cylinder_portable,0,0,0.4,0,3,7,55,0,1,0,0,0,0,16,no_oxygen_source,2022,12,12,pneumonia_adult,0,12,0,6,5,287.0,45.0,1,none,17
7903,district_hospital,O2_0016,rural,26,0,0,0,0,oxygen_concentrator,3,2,13.0,0,5,2,51,0,0,0,0,1,0,0,not_applicable,2022,2,8,neonatal_respiratory,0,8,0,3,0,105.0,11.0,0,solar,14
7904,district_hospital,O2_0096,peri_urban,139,0,0,0,0,cylinder_portable,0,0,2.4,0,2,6,0,0,0,0,0,1,1,0,not_applicable,2022,5,10,surgical_anaesthesia,3,7,0,3,0,225.0,46.0,1,grid_unreliable,21
7905,district_hospital,O2_0001,rural,102,0,0,0,0,cylinder_portable,0,0,14.8,0,2,4,12,0,0,0,0,1,0,0,not_applicable,2023,4,8,other_hypoxemia,4,4,1,2,0,158.0,203.0,0,grid_unreliable,4
7906,district_hospital,O2_0078,rural,39,0,1,0,1,oxygen_concentrator,0,0,2.9,1,4,2,9,0,0,0,0,0,0,5,concentrator_malfunction,2022,7,8,pneumonia_child,0,8,0,3,0,141.0,48.0,1,generator_only,2
7907,district_hospital,O2_0186,rural,67,0,0,0,0,PSA_plant_onsite,0,0,3.2,0,4,7,23,0,1,1,1,0,0,11,no_oxygen_source,2022,12,14,trauma,0,14,0,2,6,317.0,36.0,1,solar,53
7908,district_hospital,O2_0041,peri_urban,51,0,0,0,0,cylinder_piped,0,0,8.4,0,4,1,13,0,0,0,0,1,1,0,not_applicable,2023,9,15,severe_malaria,6,9,0,2,0,149.0,135.0,1,grid_unreliable,0
7909,district_hospital,O2_0148,peri_urban,115,0,0,0,0,cylinder_piped,0,0,6.9,0,2,3,19,0,1,0,0,1,0,0,not_applicable,2022,6,11,neonatal_respiratory,4,7,0,1,0,235.0,197.0,0,grid_unreliable,10
7910,district_hospital,O2_0160,rural,86,0,0,0,0,cylinder_portable,3,1,4.0,0,5,8,19,0,1,0,0,0,0,1,concentrator_malfunction,2024,12,16,COVID19_severe,0,16,0,3,4,189.0,70.0,0,grid_unreliable,45
7911,district_hospital,O2_0040,rural,80,0,0,0,1,oxygen_concentrator,1,0,5.2,1,0,5,8,0,1,0,0,1,0,0,not_applicable,2022,1,7,surgical_anaesthesia,0,7,0,3,0,396.0,42.0,0,generator_only,9
7912,district_hospital,O2_0051,peri_urban,99,0,0,0,0,none,0,0,2.3,1,5,6,54,0,1,1,0,0,0,23,cylinder_delivery_delay,2023,5,13,severe_malaria,0,13,0,4,6,206.0,20.0,0,grid_unreliable,37
7913,district_hospital,O2_0027,rural,129,0,0,0,0,cylinder_portable,0,0,0.6,0,5,3,20,0,0,0,0,1,1,0,not_applicable,2022,10,12,neonatal_respiratory,3,9,1,7,0,233.0,13.0,1,grid_unreliable,4
7914,district_hospital,O2_0127,rural,39,0,0,0,0,cylinder_portable,3,0,1.8,0,2,5,36,0,0,0,0,0,0,1,piping_system_leak,2024,6,18,pneumonia_adult,0,18,0,9,5,239.0,9.0,0,solar,11
7915,district_hospital,O2_0020,peri_urban,54,0,0,0,0,none,3,1,6.3,0,9,4,46,0,1,1,0,0,0,30,concentrator_malfunction,2021,7,13,pneumonia_child,0,13,0,6,4,277.0,96.0,0,solar,17
7916,district_hospital,O2_0150,rural,131,0,0,0,0,none,0,0,5.2,0,3,3,30,0,1,0,0,1,1,0,not_applicable,2023,7,15,pneumonia_adult,3,12,1,5,0,130.0,43.0,1,generator_only,9
7917,district_hospital,O2_0120,rural,87,0,0,0,0,none,3,1,3.3,1,2,2,5,0,1,1,1,0,0,7,concentrator_malfunction,2022,5,6,asthma_severe,0,6,0,2,0,153.0,124.0,0,solar,3
7918,district_hospital,O2_0119,peri_urban,111,0,0,0,0,cylinder_piped,0,0,11.1,0,5,5,19,0,1,1,1,0,0,8,concentrator_malfunction,2023,7,13,pneumonia_child,0,13,0,6,3,180.0,2.0,1,generator_only,4
7919,district_hospital,O2_0158,urban,22,0,0,0,0,oxygen_concentrator,4,0,3.1,0,2,5,1,0,0,0,0,1,0,0,not_applicable,2024,7,15,pneumonia_adult,6,9,0,6,0,205.0,31.0,0,solar,19
7920,district_hospital,O2_0014,peri_urban,119,0,0,0,0,oxygen_concentrator,2,0,20.0,0,3,1,1,0,0,0,0,1,1,0,not_applicable,2023,12,13,pneumonia_child,4,9,0,3,0,165.0,97.0,0,grid_unreliable,13
7921,district_hospital,O2_0082,rural,10,0,0,0,0,oxygen_concentrator,1,0,4.3,0,0,4,18,0,0,0,0,1,0,0,not_applicable,2023,7,17,trauma,10,7,0,1,0,214.0,31.0,0,none,21
7922,district_hospital,O2_0087,rural,28,0,0,0,0,cylinder_portable,0,0,0.6,0,6,0,10,0,1,0,0,1,1,1,PSA_plant_breakdown,2022,2,17,other_hypoxemia,6,11,0,4,0,113.0,204.0,0,grid_unreliable,11
7923,district_hospital,O2_0096,peri_urban,5,0,0,0,0,cylinder_piped,2,0,0.5,0,0,6,26,0,0,0,0,1,1,0,not_applicable,2023,12,10,pneumonia_child,4,6,1,2,0,65.0,28.0,0,grid_unreliable,8
7924,district_hospital,O2_0016,urban,5,0,1,0,0,cylinder_portable,0,0,3.3,0,3,5,19,0,0,0,0,0,0,2,empty_cylinders_not_collected,2024,7,7,pneumonia_child,0,7,0,3,1,180.0,21.0,0,solar,14
7925,district_hospital,O2_0134,rural,66,0,0,0,0,cylinder_portable,0,0,2.3,0,2,5,14,0,1,0,0,0,0,19,cylinder_delivery_delay,2024,2,12,COVID19_severe,0,12,0,8,1,0.0,18.0,1,solar,15
7926,district_hospital,O2_0075,rural,74,0,0,0,0,LOX_bulk_tank,0,0,7.3,1,6,3,68,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,5,9,sepsis,0,9,0,3,3,360.0,19.0,1,grid_unreliable,14
7927,district_hospital,O2_0099,peri_urban,5,0,0,0,1,oxygen_concentrator,4,2,6.0,1,3,5,10,0,0,0,0,1,1,0,not_applicable,2022,1,18,pneumonia_adult,7,11,0,4,0,250.0,30.0,1,grid_reliable,26
7928,district_hospital,O2_0108,rural,78,0,0,0,0,cylinder_piped,0,0,0.4,0,1,4,7,0,0,0,0,1,1,2,supplier_stockout,2024,2,15,COVID19_severe,7,8,0,6,0,243.0,98.0,0,none,13
7929,district_hospital,O2_0162,urban,119,0,0,0,0,cylinder_portable,0,0,2.1,1,4,2,5,0,1,1,1,0,0,30,funding_for_refill,2022,5,21,COVID19_severe,0,21,0,12,4,157.0,59.0,1,none,19
7930,district_hospital,O2_0009,rural,46,0,0,0,0,cylinder_portable,0,0,0.4,0,2,6,2,0,0,0,0,0,0,6,no_oxygen_source,2024,7,11,COPD_exacerbation,0,11,0,8,0,221.0,43.0,0,solar,2
7931,district_hospital,O2_0150,peri_urban,49,0,0,0,0,PSA_plant_onsite,0,0,1.9,0,2,2,8,1,0,0,0,1,1,3,demand_surge,2022,2,11,pneumonia_child,5,6,0,1,0,151.0,28.0,1,grid_unreliable,52
7932,district_hospital,O2_0011,peri_urban,52,0,0,0,0,cylinder_piped,0,0,0.9,0,4,5,9,0,0,0,0,0,0,1,power_outage,2023,4,13,pneumonia_child,0,13,0,6,2,270.0,3.0,0,grid_reliable,5
7933,district_hospital,O2_0154,rural,85,0,0,0,0,cylinder_portable,0,0,10.9,0,0,1,23,0,1,0,0,0,0,7,empty_cylinders_not_collected,2023,12,11,trauma,0,11,0,4,2,191.0,2.0,0,solar,7
7934,district_hospital,O2_0019,rural,119,0,0,0,0,oxygen_concentrator,2,1,11.8,0,4,7,74,0,0,0,0,1,1,0,not_applicable,2022,6,11,other_hypoxemia,6,5,0,2,0,172.0,78.0,0,none,17
7935,district_hospital,O2_0124,rural,73,0,0,0,0,cylinder_piped,0,0,7.8,0,1,0,24,0,0,0,0,1,0,0,not_applicable,2024,5,19,COPD_exacerbation,6,13,1,5,0,162.0,50.0,1,none,12
7936,district_hospital,O2_0092,rural,56,0,0,0,0,cylinder_portable,0,0,0.6,0,4,5,4,0,1,0,0,1,1,0,not_applicable,2023,2,3,heart_failure,1,2,1,0,0,189.0,105.0,1,none,51
7937,district_hospital,O2_0107,urban,89,0,0,1,0,cylinder_portable,0,0,4.4,0,3,5,12,0,0,0,0,1,0,0,not_applicable,2024,10,12,asthma_severe,10,2,0,1,0,259.0,43.0,0,grid_reliable,5
7938,district_hospital,O2_0095,rural,82,0,0,0,0,none,0,0,16.3,0,2,5,9,0,1,0,0,1,1,0,not_applicable,2023,3,11,pneumonia_adult,6,5,0,4,0,286.0,27.0,0,grid_reliable,30
7939,district_hospital,O2_0082,rural,101,0,0,0,0,LOX_bulk_tank,0,0,2.2,0,2,5,25,0,0,0,0,0,0,17,empty_cylinders_not_collected,2023,3,17,COPD_exacerbation,0,17,0,11,8,219.0,38.0,0,none,1
7940,district_hospital,O2_0142,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,0.4,0,3,5,26,0,1,1,1,1,0,0,not_applicable,2024,7,11,sepsis,3,8,0,5,0,212.0,29.0,0,grid_unreliable,2
7941,district_hospital,O2_0026,rural,29,0,0,1,0,cylinder_piped,0,0,1.6,0,4,4,5,0,0,0,0,0,0,5,power_outage,2024,5,11,neonatal_respiratory,0,11,0,9,5,70.0,26.0,0,grid_unreliable,12
7942,district_hospital,O2_0011,rural,63,0,0,0,0,cylinder_portable,0,0,12.0,0,4,4,22,0,1,0,0,0,0,5,cylinder_delivery_delay,2022,2,17,COPD_exacerbation,0,17,0,5,3,161.0,13.0,0,grid_reliable,6
7943,district_hospital,O2_0085,rural,149,0,0,0,0,LOX_bulk_tank,0,0,2.0,0,5,4,13,0,0,0,0,0,0,15,no_oxygen_source,2022,3,9,COPD_exacerbation,0,9,0,3,3,191.0,9.0,1,none,3
7944,district_hospital,O2_0034,peri_urban,71,0,0,0,0,cylinder_portable,3,1,0.5,0,1,3,59,0,0,0,0,0,0,1,no_oxygen_source,2022,12,11,sepsis,0,11,0,6,0,291.0,120.0,1,solar,2
7945,district_hospital,O2_0069,peri_urban,79,0,1,0,0,cylinder_portable,0,0,0.3,0,3,3,21,0,0,0,0,1,1,0,not_applicable,2024,5,15,sepsis,9,6,0,1,0,300.0,99.0,0,grid_unreliable,14
7946,district_hospital,O2_0019,rural,34,0,0,0,1,cylinder_piped,0,0,1.7,1,3,2,2,0,1,1,0,0,0,19,cylinder_delivery_delay,2022,7,8,neonatal_respiratory,0,8,0,4,3,277.0,129.0,0,grid_unreliable,5
7947,district_hospital,O2_0189,peri_urban,57,0,0,1,0,cylinder_portable,0,0,11.2,0,7,3,4,0,0,0,0,1,1,0,not_applicable,2023,12,10,pneumonia_adult,4,6,0,5,0,313.0,10.0,0,solar,0
7948,district_hospital,O2_0049,urban,106,0,0,0,0,oxygen_concentrator,4,2,14.1,0,2,3,96,0,1,1,1,1,1,0,not_applicable,2023,11,8,neonatal_respiratory,3,5,0,1,0,159.0,51.0,0,solar,15
7949,district_hospital,O2_0021,rural,121,0,0,0,0,none,0,0,5.3,0,4,5,24,0,0,0,0,0,0,6,concentrator_malfunction,2022,11,8,pneumonia_child,0,8,0,3,1,301.0,23.0,1,generator_only,4
7950,district_hospital,O2_0084,rural,94,0,0,0,0,none,0,0,13.7,0,5,5,2,0,0,0,0,1,1,0,not_applicable,2022,4,8,COVID19_severe,3,5,0,3,0,271.0,46.0,0,generator_only,22
7951,district_hospital,O2_0096,rural,74,0,0,0,0,none,0,0,0.3,0,4,6,12,0,1,0,0,1,1,0,not_applicable,2024,12,10,neonatal_respiratory,6,4,1,3,0,98.0,43.0,0,none,3
7952,district_hospital,O2_0120,peri_urban,76,0,1,0,0,oxygen_concentrator,2,1,2.2,0,4,2,2,0,0,0,0,1,1,0,not_applicable,2023,6,13,other_hypoxemia,4,9,1,4,0,244.0,129.0,0,grid_unreliable,6
7953,district_hospital,O2_0132,urban,25,0,1,0,0,cylinder_portable,0,0,13.9,0,4,8,8,0,0,0,0,1,1,0,not_applicable,2024,10,20,COPD_exacerbation,12,8,0,2,0,253.0,14.0,0,generator_only,0
7954,district_hospital,O2_0179,urban,77,0,0,0,0,PSA_plant_onsite,2,0,3.7,0,4,5,2,1,0,0,0,0,0,20,cylinder_delivery_delay,2024,5,5,COVID19_severe,0,5,0,2,1,150.0,44.0,0,solar,27
7955,district_hospital,O2_0132,rural,22,0,0,0,0,oxygen_concentrator,4,2,13.3,0,4,2,10,0,0,0,0,1,1,1,funding_for_refill,2024,10,11,sepsis,2,9,1,5,0,83.0,13.0,0,none,4
7956,district_hospital,O2_0122,rural,78,0,0,0,0,LOX_bulk_tank,0,0,0.6,0,2,4,0,0,0,0,0,1,1,0,not_applicable,2022,9,11,surgical_anaesthesia,3,8,0,1,0,191.0,17.0,0,solar,25
7957,district_hospital,O2_0117,peri_urban,41,0,0,0,1,oxygen_concentrator,1,0,10.8,1,3,4,12,0,0,0,0,1,0,11,power_outage,2024,4,7,pneumonia_adult,4,3,1,1,0,182.0,1.0,0,solar,68
7958,district_hospital,O2_0170,peri_urban,24,0,0,0,0,cylinder_portable,2,1,0.8,0,4,5,21,0,0,0,0,1,0,0,not_applicable,2021,6,14,COPD_exacerbation,10,4,1,2,0,174.0,28.0,1,grid_unreliable,26
7959,district_hospital,O2_0070,urban,120,0,0,0,0,cylinder_piped,0,0,12.9,0,4,8,19,0,1,0,0,0,0,3,regulator_valve_failure,2024,8,8,severe_malaria,0,8,0,4,0,224.0,82.0,0,solar,11
7960,district_hospital,O2_0128,rural,141,0,0,0,0,cylinder_portable,0,0,10.4,1,3,5,1,0,0,0,0,1,1,0,not_applicable,2022,1,16,trauma,8,8,0,4,0,286.0,93.0,0,none,1
7961,district_hospital,O2_0055,peri_urban,14,0,0,0,0,cylinder_portable,1,0,4.3,1,2,6,29,0,1,0,0,1,1,0,not_applicable,2023,7,17,COPD_exacerbation,6,11,0,6,0,204.0,311.0,1,none,14
7962,district_hospital,O2_0081,urban,39,0,0,0,0,oxygen_concentrator,0,0,1.7,0,0,8,10,0,0,0,0,1,1,0,not_applicable,2023,2,14,COVID19_severe,6,8,0,2,0,178.0,27.0,0,none,7
7963,district_hospital,O2_0118,peri_urban,6,1,0,0,1,oxygen_concentrator,1,0,5.4,1,5,7,10,0,0,0,0,1,1,0,not_applicable,2024,12,12,COPD_exacerbation,7,5,0,4,0,278.0,121.0,0,grid_unreliable,4
7964,district_hospital,O2_0196,rural,88,0,0,0,0,cylinder_portable,1,0,2.2,0,2,5,16,0,1,1,0,1,1,0,not_applicable,2023,4,2,heart_failure,0,2,0,1,0,163.0,82.0,0,grid_unreliable,11
7965,district_hospital,O2_0106,rural,130,0,1,0,0,oxygen_concentrator,2,0,1.7,0,1,6,52,0,0,0,0,1,1,0,not_applicable,2024,8,11,heart_failure,7,4,0,0,0,119.0,7.0,1,none,1
7966,district_hospital,O2_0001,rural,83,0,0,0,0,cylinder_portable,0,0,4.0,0,3,0,5,0,0,0,0,1,1,6,funding_for_refill,2024,4,16,heart_failure,8,8,0,5,0,308.0,39.0,0,generator_only,23
7967,district_hospital,O2_0126,rural,92,0,0,0,0,oxygen_concentrator,2,1,6.8,0,3,5,16,0,1,0,0,1,1,0,not_applicable,2023,6,13,pneumonia_child,8,5,1,3,0,184.0,124.0,1,none,8
7968,district_hospital,O2_0019,peri_urban,40,0,0,0,0,cylinder_portable,0,0,4.1,0,3,0,10,0,0,0,0,1,0,0,not_applicable,2024,5,7,heart_failure,3,4,0,2,0,224.0,54.0,0,none,27
7969,district_hospital,O2_0137,peri_urban,18,0,0,0,0,LOX_bulk_tank,0,0,1.7,0,2,3,42,0,0,0,0,0,0,7,concentrator_malfunction,2021,11,8,pneumonia_adult,0,8,0,4,4,144.0,4.0,0,grid_unreliable,27
7970,district_hospital,O2_0125,urban,29,0,0,0,0,oxygen_concentrator,2,1,47.7,0,4,2,1,0,0,0,0,0,0,1,concentrator_malfunction,2021,1,17,sepsis,0,17,0,10,4,98.0,52.0,0,grid_unreliable,14
7971,district_hospital,O2_0030,rural,41,0,0,0,0,none,2,0,11.8,0,2,7,7,0,0,0,0,0,0,8,concentrator_malfunction,2024,10,15,pneumonia_child,0,15,0,5,0,138.0,2.0,0,generator_only,12
7972,district_hospital,O2_0180,rural,33,0,0,0,0,oxygen_concentrator,2,1,12.4,0,3,3,14,0,1,1,0,1,1,0,not_applicable,2024,8,16,neonatal_respiratory,6,10,0,3,0,235.0,192.0,0,grid_unreliable,4
7973,district_hospital,O2_0035,peri_urban,106,0,0,0,0,oxygen_concentrator,0,0,0.7,0,3,2,5,0,1,0,0,1,1,0,not_applicable,2023,1,11,sepsis,5,6,1,4,0,112.0,14.0,1,solar,7
7974,district_hospital,O2_0173,peri_urban,46,0,0,0,0,oxygen_concentrator,1,0,3.0,0,3,9,5,0,1,1,1,1,0,0,not_applicable,2023,9,9,heart_failure,4,5,0,4,0,137.0,60.0,0,grid_unreliable,9
7975,district_hospital,O2_0094,rural,73,0,0,0,0,oxygen_concentrator,1,0,3.8,0,2,5,30,0,0,0,0,1,0,0,not_applicable,2024,5,8,neonatal_respiratory,4,4,1,4,0,104.0,21.0,0,none,12
7976,district_hospital,O2_0033,urban,87,0,0,1,0,cylinder_portable,0,0,3.2,0,2,3,10,0,1,0,0,0,0,19,power_outage,2024,10,10,pneumonia_child,0,10,0,5,3,185.0,36.0,0,grid_unreliable,8
7977,district_hospital,O2_0154,peri_urban,66,0,1,0,0,cylinder_portable,0,0,4.7,0,3,2,35,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,5,6,pneumonia_adult,0,6,0,2,2,275.0,7.0,1,solar,10
7978,district_hospital,O2_0117,rural,27,0,1,0,0,oxygen_concentrator,4,2,0.2,1,3,2,6,0,0,0,0,1,0,1,empty_cylinders_not_collected,2023,9,14,surgical_anaesthesia,7,7,0,2,0,204.0,10.0,1,none,3
7979,district_hospital,O2_0120,peri_urban,5,0,1,0,0,cylinder_piped,0,0,0.4,1,5,3,83,0,0,0,0,1,1,0,not_applicable,2022,7,11,sepsis,5,6,1,1,0,219.0,93.0,0,grid_unreliable,3
7980,district_hospital,O2_0082,peri_urban,11,0,0,0,0,oxygen_concentrator,2,0,21.9,0,3,5,134,0,0,0,0,0,0,9,concentrator_malfunction,2024,12,12,COPD_exacerbation,0,12,0,7,0,110.0,33.0,0,solar,2
7981,district_hospital,O2_0139,rural,37,0,0,0,0,cylinder_portable,2,0,3.0,0,2,7,49,0,0,0,0,1,1,0,not_applicable,2022,12,11,COPD_exacerbation,5,6,1,2,0,183.0,93.0,0,grid_unreliable,32
7982,district_hospital,O2_0003,urban,71,0,0,0,0,cylinder_portable,0,0,8.6,0,2,3,26,0,0,0,0,1,1,0,not_applicable,2022,8,14,pneumonia_adult,6,8,0,4,0,136.0,3.0,1,none,29
7983,district_hospital,O2_0079,urban,119,0,0,0,0,none,0,0,8.8,0,2,6,14,0,0,0,0,0,0,8,PSA_plant_breakdown,2024,5,15,COVID19_severe,0,15,0,3,4,342.0,13.0,0,none,2
7984,district_hospital,O2_0106,peri_urban,44,0,0,0,0,none,0,0,1.7,0,5,4,2,0,0,0,0,1,0,0,not_applicable,2023,8,10,neonatal_respiratory,4,6,1,4,0,440.0,83.0,1,grid_unreliable,62
7985,district_hospital,O2_0172,urban,27,0,0,0,0,oxygen_concentrator,1,0,30.9,0,4,7,5,0,0,0,0,1,1,0,not_applicable,2022,8,8,asthma_severe,0,8,0,4,0,210.0,13.0,0,grid_reliable,6
7986,district_hospital,O2_0188,rural,43,0,0,0,0,cylinder_portable,0,0,3.9,0,3,1,43,0,0,0,0,0,0,12,concentrator_malfunction,2024,2,13,surgical_anaesthesia,0,13,0,4,5,232.0,131.0,0,grid_unreliable,12
7987,district_hospital,O2_0014,rural,5,0,0,0,0,oxygen_concentrator,1,0,5.6,0,5,2,27,0,0,0,0,0,0,19,concentrator_malfunction,2023,8,12,other_hypoxemia,0,12,0,7,3,146.0,6.0,1,grid_unreliable,4
7988,district_hospital,O2_0167,peri_urban,113,0,0,0,0,oxygen_concentrator,4,1,11.4,0,2,0,22,0,0,0,0,1,1,0,not_applicable,2021,5,9,trauma,5,4,0,3,0,218.0,193.0,0,none,0
7989,district_hospital,O2_0171,peri_urban,5,1,0,0,0,oxygen_concentrator,1,0,1.6,0,2,2,14,0,0,0,0,0,0,6,power_outage,2022,8,16,neonatal_respiratory,0,16,0,9,5,324.0,70.0,0,none,30
7990,district_hospital,O2_0119,rural,56,0,0,0,0,cylinder_portable,0,0,4.0,0,2,6,7,0,0,0,0,1,1,0,not_applicable,2022,5,7,pneumonia_child,3,4,1,1,0,247.0,15.0,0,grid_reliable,23
7991,district_hospital,O2_0162,rural,84,0,1,0,0,cylinder_piped,2,1,2.8,1,1,4,0,0,1,1,0,1,1,0,not_applicable,2021,8,14,COVID19_severe,4,10,1,8,0,194.0,45.0,1,grid_unreliable,5
7992,district_hospital,O2_0039,rural,44,0,0,0,0,cylinder_piped,0,0,2.9,0,5,3,2,0,0,0,0,0,0,11,concentrator_malfunction,2022,2,8,pneumonia_child,0,8,0,5,2,278.0,135.0,1,none,2
7993,district_hospital,O2_0028,rural,87,0,0,0,0,oxygen_concentrator,1,0,3.3,0,4,3,9,0,0,0,0,0,0,4,concentrator_malfunction,2024,4,15,COPD_exacerbation,0,15,0,9,3,175.0,40.0,1,grid_reliable,18
7994,district_hospital,O2_0114,urban,48,0,0,0,0,LOX_bulk_tank,0,0,18.6,0,4,9,33,0,0,0,0,0,0,17,cylinder_delivery_delay,2022,1,9,neonatal_respiratory,0,9,0,4,2,171.0,1.0,0,grid_unreliable,23
7995,district_hospital,O2_0029,peri_urban,67,0,0,0,0,cylinder_piped,0,0,2.2,0,4,6,33,0,0,0,0,0,0,12,concentrator_malfunction,2022,10,13,COPD_exacerbation,0,13,0,5,2,208.0,195.0,0,grid_reliable,1
7996,district_hospital,O2_0121,peri_urban,115,0,0,0,0,LOX_bulk_tank,0,0,2.3,0,4,5,4,0,0,0,0,1,1,0,not_applicable,2023,2,11,surgical_anaesthesia,4,7,0,5,0,17.0,64.0,0,solar,10
7997,district_hospital,O2_0079,urban,27,0,0,0,0,none,0,0,0.7,0,4,7,12,0,0,0,0,1,1,0,not_applicable,2024,6,9,COVID19_severe,4,5,1,1,0,109.0,1.0,1,generator_only,32
7998,district_hospital,O2_0154,rural,78,0,0,0,0,cylinder_portable,0,0,0.6,1,3,4,1,0,0,0,0,1,1,0,not_applicable,2023,3,9,surgical_anaesthesia,2,7,1,2,0,95.0,13.0,1,grid_unreliable,12
7999,district_hospital,O2_0195,peri_urban,68,0,0,0,0,cylinder_piped,0,0,0.0,0,7,3,14,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,8,14,heart_failure,0,14,0,7,5,264.0,20.0,0,none,17
8000,district_hospital,O2_0194,urban,27,0,0,0,0,PSA_plant_onsite,0,0,2.6,0,2,4,0,0,0,0,0,1,0,0,not_applicable,2022,10,13,pneumonia_child,3,10,0,6,0,187.0,28.0,0,none,10
8001,district_hospital,O2_0003,rural,44,0,0,0,0,oxygen_concentrator,3,1,5.4,0,1,3,49,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,10,6,COVID19_severe,0,6,0,1,1,162.0,59.0,0,grid_unreliable,1
8002,district_hospital,O2_0123,peri_urban,5,0,0,0,0,cylinder_portable,0,0,0.3,1,1,1,5,0,0,0,0,0,0,9,PSA_plant_breakdown,2023,12,12,COVID19_severe,0,12,0,7,2,169.0,56.0,1,none,29
8003,district_hospital,O2_0026,peri_urban,44,0,0,0,0,none,0,0,6.5,1,0,6,2,0,0,0,0,1,1,0,not_applicable,2024,10,15,trauma,9,6,1,2,0,198.0,104.0,0,grid_unreliable,22
8004,district_hospital,O2_0008,peri_urban,79,0,0,0,0,none,3,0,7.7,0,3,4,2,0,0,0,0,1,0,3,cylinder_delivery_delay,2024,6,14,COVID19_severe,8,6,0,3,0,47.0,130.0,1,solar,34
8005,district_hospital,O2_0195,peri_urban,118,0,0,0,0,oxygen_concentrator,3,0,2.6,0,5,8,39,0,1,1,0,0,0,4,cylinder_delivery_delay,2023,11,11,neonatal_respiratory,0,11,0,7,4,299.0,62.0,0,grid_unreliable,4
8006,district_hospital,O2_0068,rural,25,0,0,0,0,none,0,0,3.5,0,11,1,47,0,0,0,0,0,0,12,empty_cylinders_not_collected,2024,1,14,COPD_exacerbation,0,14,0,4,4,308.0,163.0,1,none,7
8007,district_hospital,O2_0147,rural,140,0,0,0,0,oxygen_concentrator,1,0,2.0,1,3,4,1,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,2,10,neonatal_respiratory,0,10,0,4,1,195.0,27.0,1,generator_only,13
8008,district_hospital,O2_0186,peri_urban,83,0,0,0,0,cylinder_piped,0,0,11.0,0,3,2,6,0,1,1,0,0,0,17,cylinder_delivery_delay,2022,6,13,COPD_exacerbation,0,13,0,7,5,179.0,22.0,0,generator_only,25
8009,district_hospital,O2_0087,urban,9,0,0,0,1,cylinder_piped,4,2,0.3,1,4,3,0,0,0,0,0,1,1,0,not_applicable,2024,8,16,pneumonia_adult,6,10,0,3,0,180.0,83.0,1,none,30
8010,district_hospital,O2_0043,rural,5,0,0,0,0,oxygen_concentrator,3,1,3.8,0,2,3,8,0,0,0,0,1,1,0,not_applicable,2024,7,15,other_hypoxemia,6,9,0,5,0,100.0,23.0,0,generator_only,6
8011,district_hospital,O2_0077,rural,74,0,0,0,0,cylinder_piped,0,0,3.2,0,1,5,0,0,1,0,0,0,0,18,PSA_plant_breakdown,2021,1,15,COPD_exacerbation,0,15,0,5,5,121.0,89.0,1,grid_reliable,3
8012,district_hospital,O2_0021,rural,118,0,1,0,0,cylinder_portable,0,0,1.8,0,1,5,3,0,0,0,0,0,0,1,supplier_stockout,2023,9,9,trauma,0,9,0,3,2,139.0,29.0,0,none,20
8013,district_hospital,O2_0061,urban,60,0,0,0,0,cylinder_piped,1,0,0.6,0,3,4,6,0,1,1,0,0,0,1,no_oxygen_source,2023,3,8,pneumonia_child,0,8,0,4,3,312.0,8.0,1,generator_only,7
8014,district_hospital,O2_0086,rural,160,0,0,0,0,oxygen_concentrator,0,0,12.3,0,5,4,53,0,0,0,0,1,1,0,not_applicable,2022,10,8,pneumonia_child,4,4,0,1,0,70.0,52.0,1,none,4
8015,district_hospital,O2_0084,peri_urban,25,0,0,0,0,LOX_bulk_tank,0,0,5.8,0,2,3,2,0,0,0,0,1,0,0,not_applicable,2023,7,9,COPD_exacerbation,1,8,0,6,0,76.0,6.0,1,solar,35
8016,district_hospital,O2_0120,peri_urban,24,0,0,0,0,cylinder_portable,3,1,0.1,0,1,4,6,0,1,1,0,0,0,13,no_oxygen_source,2021,6,10,neonatal_respiratory,0,10,0,5,5,229.0,48.0,0,generator_only,0
8017,district_hospital,O2_0181,peri_urban,21,0,0,0,0,cylinder_piped,0,0,13.9,1,3,5,4,0,1,1,0,0,0,18,regulator_valve_failure,2021,8,10,neonatal_respiratory,0,10,0,5,0,327.0,62.0,1,none,11
8018,district_hospital,O2_0083,rural,30,0,0,0,0,oxygen_concentrator,3,0,3.9,0,3,5,2,0,1,0,0,1,0,0,not_applicable,2023,7,14,pneumonia_child,8,6,0,2,0,216.0,52.0,0,grid_unreliable,21
8019,district_hospital,O2_0123,rural,117,0,0,0,0,cylinder_portable,0,0,2.6,0,3,4,24,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,7,14,pneumonia_child,0,14,0,9,3,192.0,27.0,0,grid_unreliable,4
8020,district_hospital,O2_0136,urban,34,0,0,0,0,none,0,0,10.3,0,2,3,5,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,2,9,surgical_anaesthesia,0,9,0,4,2,203.0,15.0,0,grid_reliable,2
8021,district_hospital,O2_0023,rural,158,0,0,0,0,cylinder_piped,2,0,17.2,0,5,3,13,0,0,0,0,1,0,0,not_applicable,2022,11,16,COPD_exacerbation,7,9,0,7,0,221.0,37.0,1,grid_unreliable,1
8022,district_hospital,O2_0133,urban,49,1,0,1,0,cylinder_portable,0,0,1.5,0,3,6,4,0,0,0,0,1,0,0,not_applicable,2023,6,12,pneumonia_child,6,6,0,4,0,172.0,36.0,1,solar,23
8023,district_hospital,O2_0110,rural,42,0,0,0,0,oxygen_concentrator,0,0,4.1,0,6,2,43,0,0,0,0,1,0,0,not_applicable,2022,4,10,COPD_exacerbation,5,5,1,1,0,127.0,3.0,0,grid_reliable,18
8024,district_hospital,O2_0126,urban,138,0,0,0,0,oxygen_concentrator,1,0,14.6,0,5,7,41,0,1,0,0,0,0,4,cylinder_delivery_delay,2021,2,13,trauma,0,13,0,6,3,182.0,76.0,0,solar,6
8025,district_hospital,O2_0157,rural,52,0,0,0,0,oxygen_concentrator,1,0,4.8,0,2,6,13,0,1,0,0,0,0,1,concentrator_malfunction,2022,9,7,neonatal_respiratory,0,7,0,5,0,128.0,1.0,0,grid_reliable,1
8026,district_hospital,O2_0016,urban,5,0,0,0,0,oxygen_concentrator,1,0,6.9,0,1,4,0,0,0,0,0,0,0,9,concentrator_malfunction,2024,7,9,trauma,0,9,0,5,5,208.0,20.0,0,grid_unreliable,3
8027,district_hospital,O2_0119,rural,24,0,0,0,0,oxygen_concentrator,3,1,4.6,1,10,3,15,0,0,0,0,0,0,22,cylinder_delivery_delay,2024,10,14,pneumonia_adult,0,14,0,7,0,242.0,13.0,0,grid_unreliable,9
8028,district_hospital,O2_0060,rural,103,0,0,0,0,oxygen_concentrator,0,0,41.9,0,3,4,18,0,0,0,0,1,0,0,not_applicable,2023,1,17,severe_malaria,9,8,1,3,0,268.0,64.0,0,generator_only,25
8029,district_hospital,O2_0160,peri_urban,86,0,0,0,0,oxygen_concentrator,2,1,1.7,0,4,3,29,0,1,1,0,0,0,3,demand_surge,2023,3,9,COVID19_severe,0,9,0,5,2,229.0,13.0,1,solar,33
8030,district_hospital,O2_0017,peri_urban,131,0,0,0,0,cylinder_piped,0,0,2.4,0,2,6,33,0,0,0,0,0,0,2,empty_cylinders_not_collected,2022,6,17,COPD_exacerbation,0,17,0,6,2,170.0,51.0,0,none,26
8031,district_hospital,O2_0182,urban,5,0,0,0,0,none,0,0,2.6,0,4,4,32,0,0,0,0,1,1,0,not_applicable,2021,8,7,COVID19_severe,1,6,0,1,0,306.0,104.0,1,none,22
8032,district_hospital,O2_0035,peri_urban,15,0,0,0,0,cylinder_portable,2,1,1.2,0,2,3,3,0,0,0,0,0,0,20,cylinder_delivery_delay,2023,11,13,COVID19_severe,0,13,0,9,2,164.0,4.0,0,generator_only,5
8033,district_hospital,O2_0137,rural,108,0,0,0,0,cylinder_portable,0,0,9.8,1,4,3,34,0,1,0,0,1,1,0,not_applicable,2022,7,10,pneumonia_adult,4,6,1,3,0,325.0,67.0,1,none,3
8034,district_hospital,O2_0013,urban,51,0,0,0,0,cylinder_portable,0,0,14.5,0,3,4,17,0,1,1,0,1,0,0,not_applicable,2023,12,10,neonatal_respiratory,5,5,0,3,0,176.0,164.0,1,grid_unreliable,3
8035,district_hospital,O2_0178,rural,30,0,0,0,0,oxygen_concentrator,3,2,0.9,0,4,4,17,0,0,0,0,0,0,8,cylinder_delivery_delay,2021,9,17,severe_malaria,0,17,0,9,6,159.0,26.0,0,generator_only,25
8036,district_hospital,O2_0130,rural,56,0,0,0,0,cylinder_piped,0,0,3.7,0,6,3,12,0,1,0,0,1,1,0,not_applicable,2023,11,15,pneumonia_child,4,11,0,4,0,204.0,60.0,0,solar,38
8037,district_hospital,O2_0005,peri_urban,41,0,0,0,0,oxygen_concentrator,1,0,0.5,0,2,4,1,0,0,0,0,1,0,0,not_applicable,2023,11,14,COVID19_severe,5,9,0,2,0,138.0,12.0,0,solar,0
8038,district_hospital,O2_0100,peri_urban,88,0,0,0,0,cylinder_portable,0,0,2.8,0,1,5,7,0,1,0,0,1,1,1,cylinder_delivery_delay,2023,2,16,COVID19_severe,13,3,0,2,0,237.0,37.0,0,grid_unreliable,1
8039,district_hospital,O2_0187,urban,5,0,0,0,0,cylinder_portable,0,0,6.7,0,4,5,111,0,1,0,0,0,0,6,no_oxygen_source,2023,6,10,pneumonia_child,0,10,0,3,4,236.0,10.0,1,grid_unreliable,24
8040,district_hospital,O2_0048,peri_urban,60,0,1,0,0,oxygen_concentrator,3,1,1.2,0,1,4,12,0,1,1,1,0,0,1,power_outage,2024,3,6,neonatal_respiratory,0,6,0,5,2,128.0,122.0,1,none,0
8041,district_hospital,O2_0119,rural,16,0,0,0,0,cylinder_portable,0,0,1.6,0,6,3,10,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,5,15,pneumonia_child,0,15,0,7,3,185.0,25.0,0,grid_unreliable,33
8042,district_hospital,O2_0152,peri_urban,93,0,0,0,0,none,0,0,6.1,1,4,6,45,0,1,0,0,0,0,10,no_oxygen_source,2021,1,8,neonatal_respiratory,0,8,0,4,2,216.0,27.0,0,generator_only,31
8043,district_hospital,O2_0090,rural,108,0,0,0,0,cylinder_portable,0,0,3.8,0,1,0,8,0,0,0,0,1,0,0,not_applicable,2022,2,10,heart_failure,3,7,0,2,0,207.0,104.0,0,grid_reliable,10
8044,district_hospital,O2_0178,peri_urban,40,0,0,0,0,oxygen_concentrator,2,0,5.5,0,2,5,0,0,1,0,0,1,0,0,not_applicable,2023,7,8,pneumonia_child,4,4,0,0,0,88.0,22.0,1,none,5
8045,district_hospital,O2_0004,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,4.8,0,1,6,6,0,0,0,0,0,0,19,funding_for_refill,2024,4,4,trauma,0,4,0,0,0,259.0,95.0,0,solar,2
8046,district_hospital,O2_0188,urban,45,0,0,0,0,oxygen_concentrator,0,0,0.8,0,3,5,21,0,0,0,0,1,1,14,demand_surge,2023,5,9,sepsis,3,6,0,4,0,179.0,100.0,0,solar,15
8047,district_hospital,O2_0173,rural,107,0,1,0,0,cylinder_portable,3,1,7.8,0,1,7,11,0,1,0,0,1,1,15,power_outage,2022,11,6,pneumonia_child,2,4,1,1,0,88.0,11.0,0,grid_reliable,12
8048,district_hospital,O2_0099,urban,25,0,0,0,1,oxygen_concentrator,0,0,7.4,1,4,0,7,0,0,0,0,1,1,0,not_applicable,2024,1,14,pneumonia_child,5,9,1,3,0,404.0,49.0,1,none,1
8049,district_hospital,O2_0194,urban,111,0,0,0,0,LOX_bulk_tank,0,0,2.4,0,4,4,16,0,1,1,0,0,0,19,cylinder_delivery_delay,2021,4,10,pneumonia_child,0,10,0,7,0,246.0,35.0,1,grid_reliable,21
8050,district_hospital,O2_0050,rural,56,0,0,0,0,oxygen_concentrator,2,1,0.5,0,3,2,5,0,0,0,0,1,0,0,not_applicable,2022,2,14,pneumonia_child,7,7,0,4,0,79.0,15.0,0,grid_unreliable,0
8051,district_hospital,O2_0142,peri_urban,89,0,0,0,0,cylinder_portable,0,0,3.1,0,2,4,22,0,0,0,0,0,0,11,empty_cylinders_not_collected,2021,1,5,neonatal_respiratory,0,5,0,1,2,313.0,57.0,0,generator_only,15
8052,district_hospital,O2_0053,peri_urban,6,0,0,0,0,oxygen_concentrator,0,0,2.6,0,2,0,0,0,1,0,0,0,0,1,concentrator_malfunction,2023,7,13,other_hypoxemia,0,13,0,7,2,209.0,51.0,1,grid_unreliable,26
8053,district_hospital,O2_0028,rural,35,0,0,0,0,cylinder_portable,0,0,4.1,1,4,3,7,0,0,0,0,0,0,5,demand_surge,2021,11,16,heart_failure,0,16,0,7,2,83.0,20.0,1,grid_unreliable,32
8054,district_hospital,O2_0137,rural,103,0,0,0,0,LOX_bulk_tank,0,0,2.6,0,7,5,31,0,0,0,0,0,0,30,no_oxygen_source,2023,2,14,COVID19_severe,0,14,0,8,6,192.0,2.0,0,none,32
8055,district_hospital,O2_0008,rural,88,0,0,0,0,oxygen_concentrator,3,0,2.1,0,4,2,10,0,1,1,0,0,0,6,demand_surge,2022,9,16,other_hypoxemia,0,16,0,13,4,215.0,11.0,0,grid_reliable,61
8056,district_hospital,O2_0018,rural,20,0,0,0,0,cylinder_portable,0,0,1.1,0,3,5,3,0,0,0,0,1,1,0,not_applicable,2023,6,7,trauma,3,4,1,2,0,274.0,59.0,1,generator_only,19
8057,district_hospital,O2_0090,rural,59,0,0,0,0,none,0,0,0.1,0,2,7,8,0,1,0,0,0,0,5,demand_surge,2023,5,12,COVID19_severe,0,12,0,8,2,285.0,29.0,1,none,22
8058,district_hospital,O2_0171,peri_urban,100,0,0,0,0,oxygen_concentrator,4,0,0.4,0,2,6,6,0,1,0,0,0,0,18,regulator_valve_failure,2024,7,11,pneumonia_child,0,11,0,5,6,122.0,1.0,1,generator_only,6
8059,district_hospital,O2_0029,peri_urban,39,0,0,0,0,cylinder_portable,0,0,3.2,0,3,2,4,0,0,0,0,0,0,16,demand_surge,2024,12,14,COVID19_severe,0,14,0,3,5,153.0,88.0,1,grid_unreliable,2
8060,district_hospital,O2_0163,rural,27,0,0,0,0,oxygen_concentrator,3,0,3.8,0,7,7,33,0,1,0,0,0,0,30,empty_cylinders_not_collected,2024,10,15,COPD_exacerbation,0,15,0,7,8,68.0,18.0,1,grid_unreliable,10
8061,district_hospital,O2_0114,rural,74,0,0,1,0,cylinder_portable,0,0,0.5,0,3,1,14,0,0,0,0,0,0,19,cylinder_delivery_delay,2024,9,11,pneumonia_child,0,11,0,4,1,32.0,22.0,1,generator_only,0
8062,district_hospital,O2_0117,peri_urban,44,0,0,0,0,oxygen_concentrator,3,0,12.7,0,0,5,51,0,1,0,0,0,0,1,funding_for_refill,2023,8,11,pneumonia_child,0,11,0,5,3,147.0,46.0,1,none,16
8063,district_hospital,O2_0118,peri_urban,52,0,0,0,0,cylinder_portable,0,0,0.7,0,7,6,26,0,0,0,0,0,0,20,concentrator_malfunction,2022,6,10,severe_malaria,0,10,0,3,5,129.0,23.0,1,generator_only,15
8064,district_hospital,O2_0068,urban,77,0,0,0,0,cylinder_piped,0,0,3.9,0,3,2,19,0,0,0,0,0,0,13,empty_cylinders_not_collected,2023,10,12,COPD_exacerbation,0,12,0,5,4,158.0,26.0,1,grid_unreliable,5
8065,district_hospital,O2_0014,peri_urban,59,0,0,0,0,cylinder_portable,0,0,5.4,0,4,3,12,0,0,0,0,0,0,1,supplier_stockout,2022,12,11,neonatal_respiratory,0,11,0,8,2,265.0,10.0,0,grid_unreliable,8
8066,district_hospital,O2_0041,urban,5,0,0,0,0,LOX_bulk_tank,0,0,2.8,0,3,6,6,0,1,0,0,1,1,0,not_applicable,2023,2,11,pneumonia_child,6,5,0,2,0,350.0,57.0,0,none,22
8067,district_hospital,O2_0022,rural,5,0,0,0,0,cylinder_portable,0,0,7.1,0,3,2,57,0,0,0,0,1,1,0,not_applicable,2023,6,12,COPD_exacerbation,7,5,1,2,0,260.0,168.0,0,grid_unreliable,18
8068,district_hospital,O2_0191,rural,46,0,0,0,0,cylinder_portable,0,0,6.1,0,6,6,21,0,1,0,0,1,1,0,not_applicable,2022,4,8,asthma_severe,5,3,0,2,0,144.0,16.0,0,grid_reliable,1
8069,district_hospital,O2_0131,peri_urban,48,0,0,0,0,cylinder_piped,1,0,2.3,0,1,2,14,0,0,0,0,1,1,0,not_applicable,2023,9,16,pneumonia_child,6,10,0,4,0,198.0,262.0,1,none,12
8070,district_hospital,O2_0045,peri_urban,27,0,0,0,0,none,0,0,0.2,0,7,5,7,0,0,0,0,1,1,0,not_applicable,2022,8,9,asthma_severe,3,6,1,2,0,260.0,49.0,1,none,2
8071,district_hospital,O2_0100,rural,57,0,0,0,0,cylinder_portable,1,0,4.6,0,1,5,13,0,1,0,0,1,1,7,demand_surge,2022,11,15,other_hypoxemia,5,10,0,4,0,268.0,19.0,0,grid_unreliable,1
8072,district_hospital,O2_0012,peri_urban,69,0,1,0,0,cylinder_piped,3,1,7.8,0,2,4,58,0,1,1,1,1,1,0,not_applicable,2021,11,9,sepsis,4,5,0,2,0,285.0,130.0,1,grid_unreliable,16
8073,district_hospital,O2_0033,peri_urban,25,0,0,0,0,oxygen_concentrator,2,0,3.6,1,2,5,19,0,0,0,0,0,0,2,funding_for_refill,2023,6,12,heart_failure,0,12,0,3,4,155.0,88.0,0,grid_unreliable,29
8074,district_hospital,O2_0003,rural,5,0,0,0,0,cylinder_portable,0,0,0.9,0,4,3,7,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,3,8,severe_malaria,0,8,0,2,3,226.0,58.0,1,grid_unreliable,5
8075,district_hospital,O2_0100,rural,33,0,0,0,0,oxygen_concentrator,1,0,2.6,1,2,9,0,0,1,0,0,1,1,0,not_applicable,2024,6,15,neonatal_respiratory,4,11,0,1,0,245.0,127.0,0,none,14
8076,district_hospital,O2_0153,urban,83,0,0,0,0,cylinder_portable,0,0,0.6,0,1,4,21,0,0,0,0,1,1,0,not_applicable,2022,2,12,severe_malaria,5,7,0,3,0,247.0,42.0,1,generator_only,14
8077,district_hospital,O2_0181,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,4.1,0,7,1,134,0,0,0,0,1,1,0,not_applicable,2023,4,5,surgical_anaesthesia,2,3,1,2,0,103.0,15.0,0,grid_unreliable,22
8078,district_hospital,O2_0097,rural,116,0,0,0,0,PSA_plant_onsite,0,0,10.4,0,4,4,22,1,1,0,0,1,1,1,power_outage,2022,9,17,COPD_exacerbation,10,7,0,2,0,228.0,62.0,1,grid_unreliable,0
8079,district_hospital,O2_0003,peri_urban,5,0,0,0,0,cylinder_portable,0,0,10.1,0,6,0,19,0,1,0,0,0,0,5,cylinder_delivery_delay,2023,4,15,other_hypoxemia,0,15,0,6,5,243.0,18.0,0,grid_unreliable,24
8080,district_hospital,O2_0149,peri_urban,59,0,0,0,0,oxygen_concentrator,1,0,0.1,0,4,5,23,0,1,0,0,1,1,0,not_applicable,2021,7,11,COVID19_severe,6,5,0,2,0,137.0,31.0,1,solar,8
8081,district_hospital,O2_0151,rural,63,0,0,0,0,cylinder_portable,0,0,4.8,0,2,2,15,0,0,0,0,1,1,0,not_applicable,2023,12,8,neonatal_respiratory,2,6,0,2,0,284.0,192.0,0,solar,5
8082,district_hospital,O2_0073,peri_urban,53,0,0,0,0,cylinder_portable,0,0,4.0,0,3,4,1,0,0,0,0,0,0,1,regulator_valve_failure,2024,5,14,severe_malaria,0,14,0,8,4,44.0,8.0,0,solar,8
8083,district_hospital,O2_0088,urban,114,0,0,0,0,none,0,0,1.8,0,2,5,1,0,0,0,0,0,0,1,PSA_plant_breakdown,2021,12,14,COVID19_severe,0,14,0,8,3,271.0,31.0,1,grid_unreliable,18
8084,district_hospital,O2_0168,peri_urban,5,0,1,0,0,oxygen_concentrator,3,1,2.2,0,0,2,24,0,0,0,0,1,1,0,not_applicable,2021,11,14,pneumonia_child,7,7,1,5,0,290.0,104.0,0,grid_unreliable,34
8085,district_hospital,O2_0114,peri_urban,38,0,0,0,0,oxygen_concentrator,5,3,0.4,0,3,5,19,0,1,0,0,0,0,1,concentrator_malfunction,2023,5,10,COVID19_severe,0,10,0,4,2,196.0,111.0,0,generator_only,13
8086,district_hospital,O2_0121,rural,78,0,0,0,0,oxygen_concentrator,3,1,0.8,0,1,3,15,0,0,0,0,0,0,1,demand_surge,2021,2,13,COVID19_severe,0,13,0,3,3,88.0,10.0,0,grid_unreliable,2
8087,district_hospital,O2_0106,rural,78,0,0,0,0,oxygen_concentrator,3,1,6.6,0,2,8,2,0,0,0,0,1,0,0,not_applicable,2023,8,12,severe_malaria,6,6,1,4,0,269.0,16.0,0,generator_only,7
8088,district_hospital,O2_0114,rural,46,0,0,0,0,cylinder_portable,0,0,3.3,0,0,1,5,0,0,0,0,1,1,0,not_applicable,2023,4,8,heart_failure,2,6,1,3,0,329.0,48.0,0,grid_unreliable,4
8089,district_hospital,O2_0175,rural,57,0,0,0,0,none,0,0,8.1,0,2,5,2,0,0,0,0,0,0,3,concentrator_malfunction,2022,11,11,pneumonia_adult,0,11,0,5,2,254.0,14.0,1,grid_unreliable,2
8090,district_hospital,O2_0009,urban,98,0,0,0,0,oxygen_concentrator,1,0,4.8,0,2,4,22,0,0,0,0,1,0,11,power_outage,2023,8,7,neonatal_respiratory,3,4,1,2,0,118.0,95.0,0,generator_only,3
8091,district_hospital,O2_0120,rural,128,0,0,0,0,oxygen_concentrator,3,2,4.6,0,2,2,25,0,0,0,0,0,0,1,supplier_stockout,2021,12,12,COVID19_severe,0,12,0,3,4,299.0,4.0,0,grid_unreliable,10
8092,district_hospital,O2_0121,rural,44,0,1,0,0,cylinder_portable,0,0,7.6,0,6,4,49,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,11,12,COPD_exacerbation,0,12,0,5,4,66.0,11.0,0,grid_unreliable,2
8093,district_hospital,O2_0192,rural,5,0,1,0,0,cylinder_portable,0,0,0.5,0,4,4,11,0,0,0,0,0,0,10,empty_cylinders_not_collected,2024,12,11,COVID19_severe,0,11,0,5,3,118.0,3.0,1,solar,35
8094,district_hospital,O2_0145,peri_urban,34,0,1,0,0,oxygen_concentrator,1,0,12.2,0,0,4,34,0,0,0,0,1,0,0,not_applicable,2022,3,8,heart_failure,3,5,0,1,0,137.0,126.0,1,none,0
8095,district_hospital,O2_0063,urban,134,0,0,0,0,cylinder_piped,3,0,3.2,0,3,7,12,0,1,0,0,0,0,1,concentrator_malfunction,2021,9,12,pneumonia_child,0,12,0,7,5,104.0,163.0,0,generator_only,6
8096,district_hospital,O2_0109,rural,43,0,0,0,1,cylinder_portable,0,0,10.0,1,3,3,15,0,0,0,0,1,0,0,not_applicable,2024,10,19,pneumonia_adult,6,13,1,6,0,272.0,3.0,0,solar,8
8097,district_hospital,O2_0149,peri_urban,76,0,0,0,0,none,0,0,0.7,0,4,5,2,0,0,0,0,1,1,0,not_applicable,2021,9,10,other_hypoxemia,6,4,1,1,0,286.0,68.0,1,grid_unreliable,11
8098,district_hospital,O2_0106,rural,103,0,0,0,0,oxygen_concentrator,3,1,0.9,0,4,3,26,0,1,0,0,0,0,21,empty_cylinders_not_collected,2024,7,15,trauma,0,15,0,9,4,189.0,51.0,0,none,11
8099,district_hospital,O2_0049,peri_urban,27,0,0,0,0,oxygen_concentrator,1,0,5.0,1,5,6,9,0,0,0,0,0,0,30,funding_for_refill,2022,4,17,neonatal_respiratory,0,17,0,10,4,176.0,50.0,0,grid_unreliable,1
8100,district_hospital,O2_0094,urban,38,0,0,0,0,cylinder_piped,0,0,3.9,0,2,3,11,0,0,0,0,0,0,8,funding_for_refill,2024,8,10,pneumonia_child,0,10,0,4,1,35.0,99.0,1,generator_only,16
8101,district_hospital,O2_0017,rural,48,0,0,0,0,cylinder_portable,0,0,14.4,0,3,3,11,0,0,0,0,1,1,4,cylinder_delivery_delay,2023,8,14,trauma,9,5,0,4,0,150.0,113.0,1,none,29
8102,district_hospital,O2_0111,peri_urban,65,0,0,0,0,none,2,0,5.4,0,2,3,12,0,1,0,0,1,1,0,not_applicable,2024,3,13,heart_failure,7,6,0,3,0,198.0,11.0,1,solar,33
8103,district_hospital,O2_0002,rural,54,0,0,0,0,oxygen_concentrator,2,0,4.8,1,2,6,12,0,0,0,0,0,0,3,empty_cylinders_not_collected,2021,5,10,pneumonia_child,0,10,0,4,0,231.0,6.0,1,none,2
8104,district_hospital,O2_0183,rural,13,0,0,0,0,cylinder_piped,0,0,3.7,1,1,6,11,0,1,0,0,0,0,22,PSA_plant_breakdown,2023,1,17,trauma,0,17,0,8,5,150.0,29.0,1,none,2
8105,district_hospital,O2_0128,peri_urban,97,0,0,0,0,cylinder_portable,3,0,6.6,0,8,6,51,0,1,0,0,0,0,7,cylinder_delivery_delay,2022,6,8,pneumonia_adult,0,8,0,3,0,87.0,47.0,0,none,4
8106,district_hospital,O2_0073,peri_urban,54,0,0,0,0,LOX_bulk_tank,2,0,2.5,1,3,3,2,0,1,1,0,1,1,3,cylinder_delivery_delay,2024,4,14,pneumonia_child,7,7,1,4,0,248.0,28.0,1,solar,6
8107,district_hospital,O2_0138,rural,70,0,0,0,0,oxygen_concentrator,2,0,2.2,0,2,4,19,0,0,0,0,1,0,6,cylinder_delivery_delay,2024,11,13,severe_malaria,10,3,1,2,0,231.0,69.0,0,grid_unreliable,3
8108,district_hospital,O2_0019,rural,47,0,0,0,1,none,0,0,3.2,1,2,2,16,0,0,0,0,0,0,30,no_oxygen_source,2023,12,17,asthma_severe,0,17,0,6,4,163.0,3.0,1,solar,9
8109,district_hospital,O2_0067,peri_urban,88,0,0,0,1,cylinder_portable,1,0,7.2,1,8,1,17,0,1,0,0,1,0,2,funding_for_refill,2023,3,14,trauma,8,6,0,3,0,144.0,112.0,0,generator_only,3
8110,district_hospital,O2_0055,peri_urban,38,0,0,1,0,cylinder_portable,0,0,2.6,0,4,4,4,0,1,0,0,1,0,0,not_applicable,2024,9,13,pneumonia_child,7,6,1,3,0,246.0,105.0,0,solar,4
8111,district_hospital,O2_0106,rural,99,0,0,0,0,cylinder_portable,0,0,1.4,0,5,5,40,0,1,0,0,0,0,30,power_outage,2021,10,13,asthma_severe,0,13,0,8,2,182.0,32.0,1,grid_reliable,1
8112,district_hospital,O2_0153,peri_urban,28,0,0,0,0,oxygen_concentrator,2,0,5.9,0,5,4,20,0,1,0,0,0,0,3,cylinder_delivery_delay,2024,4,9,COPD_exacerbation,0,9,0,3,3,244.0,83.0,1,generator_only,24
8113,district_hospital,O2_0081,rural,88,0,0,0,0,cylinder_piped,0,0,9.2,0,2,4,34,0,1,1,1,0,0,29,supplier_stockout,2023,6,12,heart_failure,0,12,0,8,2,52.0,13.0,0,none,13
8114,district_hospital,O2_0163,rural,40,0,0,0,0,cylinder_portable,0,0,1.8,0,2,4,37,0,0,0,0,0,0,7,demand_surge,2022,1,11,neonatal_respiratory,0,11,0,5,3,148.0,5.0,1,grid_unreliable,0
8115,district_hospital,O2_0191,rural,122,0,0,0,0,oxygen_concentrator,1,0,9.3,0,2,2,9,0,0,0,0,1,0,0,not_applicable,2023,6,13,surgical_anaesthesia,7,6,1,2,0,143.0,88.0,0,grid_unreliable,4
8116,district_hospital,O2_0151,rural,6,0,0,0,0,oxygen_concentrator,1,0,8.8,0,3,10,36,0,0,0,0,1,1,0,not_applicable,2022,7,14,severe_malaria,0,14,0,6,0,192.0,27.0,1,solar,45
8117,district_hospital,O2_0190,urban,54,0,0,0,0,PSA_plant_onsite,0,0,0.1,0,4,4,106,1,0,0,0,1,1,2,cylinder_delivery_delay,2022,7,14,sepsis,6,8,1,3,0,136.0,341.0,0,grid_unreliable,14
8118,district_hospital,O2_0042,peri_urban,67,0,0,0,0,oxygen_concentrator,0,0,3.0,0,3,6,27,0,0,0,0,0,0,19,concentrator_malfunction,2023,5,10,severe_malaria,0,10,0,5,2,199.0,83.0,0,grid_unreliable,14
8119,district_hospital,O2_0026,urban,5,0,0,0,0,none,0,0,10.6,0,2,9,12,0,0,0,0,0,0,23,empty_cylinders_not_collected,2022,7,11,severe_malaria,0,11,0,7,4,338.0,23.0,0,none,19
8120,district_hospital,O2_0079,rural,69,0,0,0,1,cylinder_portable,0,0,0.8,1,4,5,7,0,1,1,0,0,0,1,no_oxygen_source,2024,7,10,neonatal_respiratory,0,10,0,2,4,115.0,67.0,0,grid_reliable,5
8121,district_hospital,O2_0100,peri_urban,99,0,0,0,0,oxygen_concentrator,3,1,0.7,0,1,7,68,0,0,0,0,0,0,1,concentrator_malfunction,2024,1,14,COPD_exacerbation,0,14,0,5,3,272.0,85.0,0,grid_reliable,1
8122,district_hospital,O2_0128,urban,7,0,1,0,0,cylinder_portable,0,0,3.2,0,5,5,12,0,0,0,0,0,0,7,funding_for_refill,2023,5,9,COVID19_severe,0,9,0,4,4,76.0,61.0,1,grid_unreliable,25
8123,district_hospital,O2_0103,rural,51,0,0,0,0,cylinder_portable,1,0,4.7,0,2,2,18,0,0,0,0,1,1,0,not_applicable,2022,2,13,surgical_anaesthesia,5,8,1,3,0,134.0,39.0,1,grid_reliable,2
8124,district_hospital,O2_0018,rural,131,0,0,0,0,PSA_plant_onsite,0,0,10.6,0,2,6,4,0,0,0,0,1,0,0,not_applicable,2024,10,13,severe_malaria,0,13,0,7,0,176.0,2.0,0,none,1
8125,district_hospital,O2_0176,rural,5,0,0,0,0,cylinder_piped,1,0,0.6,1,6,6,13,0,0,0,0,0,0,26,power_outage,2023,3,19,pneumonia_adult,0,19,0,8,6,277.0,23.0,1,generator_only,46
8126,district_hospital,O2_0038,peri_urban,75,0,0,0,0,cylinder_piped,0,0,2.7,0,2,4,26,0,0,0,0,1,1,0,not_applicable,2022,2,13,asthma_severe,6,7,0,2,0,58.0,68.0,0,generator_only,10
8127,district_hospital,O2_0094,peri_urban,28,0,0,0,0,LOX_bulk_tank,0,0,4.6,1,5,5,4,0,1,1,1,1,0,0,not_applicable,2024,1,14,neonatal_respiratory,6,8,0,4,0,226.0,24.0,1,none,5
8128,district_hospital,O2_0083,rural,97,0,0,0,0,cylinder_portable,0,0,7.3,0,4,6,60,0,0,0,0,0,0,12,cylinder_delivery_delay,2022,2,14,pneumonia_adult,0,14,0,4,4,174.0,150.0,0,none,8
8129,district_hospital,O2_0112,rural,187,0,0,0,0,cylinder_piped,0,0,13.6,0,4,2,2,0,0,0,0,1,1,0,not_applicable,2023,9,13,COVID19_severe,6,7,0,2,0,168.0,58.0,1,grid_unreliable,9
8130,district_hospital,O2_0053,rural,119,0,0,0,0,oxygen_concentrator,2,0,0.6,0,6,6,21,0,0,0,0,0,0,30,power_outage,2022,5,12,severe_malaria,0,12,0,6,2,261.0,1.0,0,generator_only,50
8131,district_hospital,O2_0004,rural,40,0,0,0,0,cylinder_piped,0,0,4.8,0,1,2,26,0,1,1,0,1,1,0,not_applicable,2023,6,16,neonatal_respiratory,10,6,0,4,0,323.0,30.0,1,none,14
8132,district_hospital,O2_0195,peri_urban,97,0,0,0,0,oxygen_concentrator,0,0,6.5,0,2,3,72,0,0,0,0,1,1,0,not_applicable,2023,9,12,neonatal_respiratory,6,6,1,4,0,289.0,12.0,0,solar,35
8133,district_hospital,O2_0151,peri_urban,15,0,0,0,0,cylinder_portable,0,0,3.1,0,1,2,14,0,0,0,0,0,0,8,funding_for_refill,2022,2,11,pneumonia_child,0,11,0,4,2,204.0,22.0,0,generator_only,7
8134,district_hospital,O2_0069,rural,76,0,0,0,0,cylinder_piped,0,0,6.6,0,3,3,42,0,0,0,0,1,1,14,empty_cylinders_not_collected,2022,12,7,sepsis,4,3,0,1,0,143.0,34.0,1,solar,3
8135,district_hospital,O2_0179,rural,106,0,0,0,0,oxygen_concentrator,0,0,2.9,1,4,6,10,0,0,0,0,0,0,2,concentrator_malfunction,2022,7,12,trauma,0,12,0,5,4,0.0,88.0,1,grid_reliable,49
8136,district_hospital,O2_0120,rural,113,0,0,0,0,oxygen_concentrator,0,0,2.3,0,2,3,6,0,0,0,0,0,0,8,power_outage,2023,1,13,pneumonia_adult,0,13,0,11,7,202.0,17.0,1,grid_unreliable,17
8137,district_hospital,O2_0137,peri_urban,63,0,0,1,0,oxygen_concentrator,0,0,8.2,0,5,7,8,0,1,1,0,0,0,30,power_outage,2023,10,11,asthma_severe,0,11,0,2,2,161.0,69.0,0,grid_unreliable,5
8138,district_hospital,O2_0053,rural,39,0,0,0,0,oxygen_concentrator,0,0,1.7,0,0,4,15,0,0,0,0,0,0,13,regulator_valve_failure,2024,8,16,surgical_anaesthesia,0,16,0,7,6,231.0,2.0,0,grid_reliable,12
8139,district_hospital,O2_0160,peri_urban,26,0,0,0,0,cylinder_portable,0,0,1.4,1,2,6,11,0,0,0,0,1,1,0,not_applicable,2021,12,7,heart_failure,3,4,1,2,0,173.0,34.0,1,grid_unreliable,15
8140,district_hospital,O2_0020,urban,130,1,0,0,0,oxygen_concentrator,1,0,1.7,1,1,6,9,0,0,0,0,0,0,1,power_outage,2022,12,12,neonatal_respiratory,0,12,0,8,0,235.0,14.0,1,none,36
8141,district_hospital,O2_0009,peri_urban,5,0,0,1,0,cylinder_piped,0,0,3.4,0,4,5,14,0,0,0,0,1,1,0,not_applicable,2024,1,9,pneumonia_adult,3,6,1,3,0,45.0,9.0,1,grid_unreliable,37
8142,district_hospital,O2_0004,peri_urban,56,0,0,0,0,oxygen_concentrator,3,0,0.8,0,2,2,61,0,0,0,0,0,0,9,supplier_stockout,2023,10,15,COPD_exacerbation,0,15,0,6,7,214.0,96.0,0,grid_unreliable,15
8143,district_hospital,O2_0079,urban,18,0,0,0,0,cylinder_piped,0,0,10.6,0,2,2,0,0,1,1,0,1,1,7,PSA_plant_breakdown,2021,12,14,sepsis,5,9,1,4,0,183.0,4.0,1,none,21
8144,district_hospital,O2_0162,rural,5,0,0,0,0,cylinder_piped,0,0,16.7,0,1,10,10,0,1,1,0,1,1,0,not_applicable,2024,11,9,pneumonia_child,6,3,1,0,0,204.0,230.0,1,none,4
8145,district_hospital,O2_0033,peri_urban,89,0,0,0,0,cylinder_portable,0,0,15.1,0,3,7,1,0,0,0,0,0,0,17,cylinder_delivery_delay,2023,7,12,pneumonia_adult,0,12,0,4,6,112.0,39.0,1,generator_only,17
8146,district_hospital,O2_0031,rural,31,0,0,0,0,none,0,0,0.8,0,2,4,56,0,0,0,0,1,1,5,concentrator_malfunction,2022,6,5,COVID19_severe,2,3,0,1,0,268.0,22.0,1,grid_reliable,0
8147,district_hospital,O2_0093,rural,36,0,0,0,0,cylinder_piped,0,0,7.9,0,6,4,39,0,1,1,1,1,0,15,no_oxygen_source,2023,11,8,COVID19_severe,3,5,1,3,0,265.0,77.0,1,none,6
8148,district_hospital,O2_0189,peri_urban,69,0,1,0,0,cylinder_portable,0,0,1.9,0,3,4,19,0,1,0,0,1,0,0,not_applicable,2023,8,13,asthma_severe,4,9,1,1,0,241.0,24.0,0,grid_reliable,1
8149,district_hospital,O2_0139,peri_urban,31,0,1,0,0,cylinder_portable,0,0,3.8,1,5,5,14,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,9,14,sepsis,0,14,0,9,3,170.0,3.0,1,solar,29
8150,district_hospital,O2_0121,rural,65,0,0,1,0,oxygen_concentrator,1,0,0.7,0,1,3,6,0,0,0,0,0,0,6,funding_for_refill,2024,1,13,asthma_severe,0,13,0,5,5,237.0,9.0,0,none,29
8151,district_hospital,O2_0048,peri_urban,93,0,0,0,0,oxygen_concentrator,1,0,3.7,0,1,1,1,0,0,0,0,1,1,0,not_applicable,2024,10,12,surgical_anaesthesia,6,6,0,1,0,150.0,59.0,0,generator_only,4
8152,district_hospital,O2_0056,rural,67,0,0,0,0,oxygen_concentrator,2,1,3.4,0,5,4,9,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,1,13,neonatal_respiratory,0,13,0,5,3,66.0,12.0,0,solar,7
8153,district_hospital,O2_0181,peri_urban,58,0,0,1,0,cylinder_portable,0,0,0.7,0,2,8,5,0,0,0,0,0,0,30,power_outage,2024,11,19,neonatal_respiratory,0,19,0,8,5,324.0,26.0,0,grid_reliable,4
8154,district_hospital,O2_0122,peri_urban,118,0,0,0,0,oxygen_concentrator,4,2,1.6,0,3,5,4,0,1,0,0,0,0,20,power_outage,2024,3,10,pneumonia_child,0,10,0,6,3,142.0,115.0,1,none,7
8155,district_hospital,O2_0127,peri_urban,96,0,0,0,0,oxygen_concentrator,2,1,0.4,0,5,5,2,0,1,0,0,0,0,2,cylinder_delivery_delay,2024,1,7,other_hypoxemia,0,7,0,1,4,232.0,134.0,0,solar,2
8156,district_hospital,O2_0190,rural,83,0,0,0,0,oxygen_concentrator,0,0,5.5,0,1,4,5,0,0,0,0,1,1,0,not_applicable,2021,4,8,pneumonia_adult,2,6,1,1,0,330.0,62.0,1,none,22
8157,district_hospital,O2_0047,peri_urban,66,0,0,0,0,cylinder_portable,0,0,7.2,0,6,4,18,0,0,0,0,0,0,23,concentrator_malfunction,2021,5,7,COVID19_severe,0,7,0,5,3,281.0,0.0,1,grid_unreliable,13
8158,district_hospital,O2_0108,rural,11,0,0,0,1,cylinder_piped,0,0,11.7,1,3,6,16,0,0,0,0,1,1,0,not_applicable,2023,8,13,heart_failure,3,10,1,5,0,154.0,40.0,1,grid_reliable,8
8159,district_hospital,O2_0091,peri_urban,57,0,0,0,0,cylinder_portable,0,0,20.3,0,4,4,5,0,0,0,0,0,0,6,cylinder_delivery_delay,2021,12,15,neonatal_respiratory,0,15,0,7,3,297.0,81.0,0,grid_unreliable,13
8160,district_hospital,O2_0116,rural,23,0,0,0,0,none,0,0,11.1,0,3,0,12,0,1,0,0,0,0,1,concentrator_malfunction,2023,7,9,pneumonia_child,0,9,0,1,3,133.0,36.0,0,grid_unreliable,8
8161,district_hospital,O2_0130,rural,60,0,0,0,0,cylinder_portable,0,0,7.5,0,0,4,68,0,0,0,0,0,0,25,power_outage,2024,10,11,asthma_severe,0,11,0,7,3,141.0,7.0,0,grid_reliable,16
8162,district_hospital,O2_0109,peri_urban,78,0,0,0,1,oxygen_concentrator,1,0,1.2,1,2,4,10,0,1,0,0,0,0,1,empty_cylinders_not_collected,2024,6,10,pneumonia_adult,0,10,0,5,3,243.0,127.0,1,grid_unreliable,8
8163,district_hospital,O2_0102,rural,54,0,0,0,0,cylinder_portable,1,0,4.6,0,4,2,22,0,1,0,0,1,1,0,not_applicable,2021,3,15,sepsis,5,10,1,4,0,114.0,54.0,0,solar,12
8164,district_hospital,O2_0111,peri_urban,18,0,0,0,0,cylinder_portable,0,0,9.3,0,5,3,12,0,1,1,0,0,0,7,concentrator_malfunction,2021,9,11,sepsis,0,11,0,6,3,352.0,28.0,0,solar,11
8165,district_hospital,O2_0001,rural,44,0,0,0,0,cylinder_portable,2,0,9.4,0,2,0,6,0,0,0,0,1,0,0,not_applicable,2021,6,19,sepsis,5,14,1,7,0,249.0,83.0,1,grid_unreliable,9
8166,district_hospital,O2_0061,peri_urban,111,0,0,0,0,oxygen_concentrator,1,0,2.5,0,4,3,0,0,0,0,0,0,0,1,power_outage,2022,11,7,other_hypoxemia,0,7,0,4,0,193.0,6.0,0,grid_reliable,32
8167,district_hospital,O2_0070,urban,74,0,0,0,0,oxygen_concentrator,0,0,2.2,0,1,2,2,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,1,16,pneumonia_child,0,16,0,9,6,196.0,38.0,1,none,10
8168,district_hospital,O2_0013,urban,81,0,0,0,0,oxygen_concentrator,1,0,2.6,0,5,5,13,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,10,12,neonatal_respiratory,0,12,0,4,2,131.0,12.0,1,solar,67
8169,district_hospital,O2_0108,peri_urban,65,0,0,0,0,none,0,0,3.7,0,3,6,33,0,0,0,0,1,1,0,not_applicable,2024,7,9,surgical_anaesthesia,2,7,0,1,0,243.0,17.0,1,solar,35
8170,district_hospital,O2_0159,urban,60,0,0,0,0,cylinder_portable,3,2,7.0,0,2,4,39,0,0,0,0,0,0,7,concentrator_malfunction,2022,11,12,neonatal_respiratory,0,12,0,3,3,78.0,0.0,0,grid_unreliable,11
8171,district_hospital,O2_0177,rural,86,0,0,0,0,LOX_bulk_tank,0,0,1.4,0,5,2,52,0,0,0,0,0,0,1,regulator_valve_failure,2023,6,6,severe_malaria,0,6,0,2,1,141.0,88.0,0,grid_unreliable,14
8172,district_hospital,O2_0173,peri_urban,31,0,0,0,1,oxygen_concentrator,1,0,2.5,1,4,3,5,0,1,1,0,0,0,5,empty_cylinders_not_collected,2024,4,16,COPD_exacerbation,0,16,0,5,7,198.0,8.0,1,grid_unreliable,12
8173,district_hospital,O2_0059,rural,24,0,0,0,0,LOX_bulk_tank,1,0,0.9,0,0,3,34,0,1,0,0,1,1,0,not_applicable,2023,8,8,pneumonia_child,3,5,1,3,0,322.0,19.0,1,grid_unreliable,0
8174,district_hospital,O2_0199,rural,66,0,0,0,0,oxygen_concentrator,1,0,0.4,0,3,2,10,0,1,0,0,0,0,2,demand_surge,2021,9,17,pneumonia_child,0,17,0,9,5,226.0,22.0,0,none,14
8175,district_hospital,O2_0198,rural,86,0,0,0,0,PSA_plant_onsite,0,0,6.7,0,2,1,12,0,0,0,0,1,1,10,cylinder_delivery_delay,2024,7,10,COVID19_severe,3,7,1,4,0,355.0,15.0,1,grid_unreliable,6
8176,district_hospital,O2_0186,rural,67,0,0,0,0,oxygen_concentrator,2,1,15.0,0,2,1,16,0,0,0,0,0,0,9,demand_surge,2024,6,12,COVID19_severe,0,12,0,8,4,108.0,31.0,0,grid_unreliable,20
8177,district_hospital,O2_0028,urban,29,0,0,0,0,oxygen_concentrator,4,2,4.2,0,2,5,6,0,0,0,0,0,0,12,supplier_stockout,2024,4,8,pneumonia_adult,0,8,0,5,1,174.0,48.0,0,grid_unreliable,34
8178,district_hospital,O2_0148,urban,78,0,0,0,0,cylinder_portable,0,0,2.5,0,4,7,7,0,1,1,0,1,0,0,not_applicable,2022,3,7,severe_malaria,4,3,0,1,0,215.0,35.0,1,generator_only,9
8179,district_hospital,O2_0195,urban,96,0,0,1,0,none,0,0,2.4,0,0,6,1,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,9,12,neonatal_respiratory,0,12,0,7,2,133.0,33.0,0,generator_only,6
8180,district_hospital,O2_0189,rural,125,0,0,0,0,cylinder_portable,0,0,0.9,1,3,5,3,0,0,0,0,0,0,3,concentrator_malfunction,2024,3,10,neonatal_respiratory,0,10,0,4,3,166.0,48.0,1,solar,1
8181,district_hospital,O2_0106,peri_urban,49,0,0,0,0,cylinder_portable,0,0,0.7,0,3,4,70,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,7,12,pneumonia_child,0,12,0,4,3,148.0,23.0,0,grid_reliable,12
8182,district_hospital,O2_0146,urban,64,0,0,0,0,cylinder_portable,0,0,1.5,0,3,5,9,0,1,0,0,1,1,2,demand_surge,2023,7,11,pneumonia_child,2,9,0,5,0,309.0,150.0,0,none,59
8183,district_hospital,O2_0035,rural,32,0,0,0,0,oxygen_concentrator,4,2,7.8,0,3,5,9,0,0,0,0,0,0,10,power_outage,2023,12,18,pneumonia_child,0,18,0,11,6,33.0,14.0,1,grid_unreliable,9
8184,district_hospital,O2_0175,rural,75,0,0,1,0,oxygen_concentrator,4,2,2.1,0,1,3,14,0,0,0,0,0,0,1,no_oxygen_source,2024,12,15,pneumonia_child,0,15,0,6,3,249.0,38.0,1,grid_reliable,1
8185,district_hospital,O2_0052,rural,79,0,0,0,0,cylinder_piped,0,0,16.2,0,8,6,12,0,0,0,0,1,0,0,not_applicable,2022,12,18,severe_malaria,3,15,1,6,0,232.0,172.0,0,generator_only,3
8186,district_hospital,O2_0139,peri_urban,32,0,0,0,0,cylinder_portable,2,0,3.9,0,3,7,5,0,0,0,0,0,0,2,funding_for_refill,2021,12,10,other_hypoxemia,0,10,0,2,4,266.0,10.0,0,none,5
8187,district_hospital,O2_0038,peri_urban,83,0,0,0,0,cylinder_portable,0,0,2.6,0,2,3,30,0,0,0,0,0,0,5,empty_cylinders_not_collected,2024,2,17,severe_malaria,0,17,0,4,3,226.0,31.0,1,none,48
8188,district_hospital,O2_0187,peri_urban,70,0,1,0,0,oxygen_concentrator,2,0,0.3,0,7,5,4,0,1,1,0,1,1,0,not_applicable,2024,6,11,neonatal_respiratory,3,8,0,3,0,0.0,4.0,0,generator_only,11
8189,district_hospital,O2_0050,rural,119,0,0,0,0,cylinder_portable,2,0,7.4,0,3,6,9,0,1,0,0,0,0,6,empty_cylinders_not_collected,2022,5,9,heart_failure,0,9,0,6,3,221.0,37.0,1,grid_unreliable,5
8190,district_hospital,O2_0180,peri_urban,60,0,1,0,0,LOX_bulk_tank,0,0,0.3,0,2,6,13,0,0,0,0,0,0,4,supplier_stockout,2023,3,6,sepsis,0,6,0,3,0,202.0,17.0,1,none,6
8191,district_hospital,O2_0133,peri_urban,65,0,0,0,0,oxygen_concentrator,3,1,0.9,0,1,6,0,0,0,0,0,0,0,6,demand_surge,2021,6,11,surgical_anaesthesia,0,11,0,7,4,196.0,55.0,0,generator_only,10
8192,district_hospital,O2_0015,peri_urban,79,0,0,0,0,oxygen_concentrator,3,0,5.5,0,1,4,49,0,1,1,1,0,0,20,power_outage,2021,8,9,asthma_severe,0,9,0,2,3,279.0,113.0,1,solar,14
8193,district_hospital,O2_0080,rural,52,0,0,0,0,oxygen_concentrator,1,0,0.9,0,2,7,30,0,0,0,0,1,1,2,power_outage,2023,7,5,neonatal_respiratory,1,4,0,2,0,197.0,63.0,0,grid_unreliable,35
8194,district_hospital,O2_0190,peri_urban,40,0,0,0,0,oxygen_concentrator,0,0,6.5,1,4,3,3,0,0,0,0,0,0,11,funding_for_refill,2024,11,21,other_hypoxemia,0,21,0,7,4,210.0,16.0,0,grid_reliable,6
8195,district_hospital,O2_0038,rural,64,0,1,0,0,oxygen_concentrator,2,0,9.1,1,2,5,2,0,0,0,0,1,1,9,PSA_plant_breakdown,2024,8,7,pneumonia_child,2,5,0,4,0,126.0,13.0,0,solar,31
8196,district_hospital,O2_0106,urban,81,0,0,0,0,oxygen_concentrator,0,0,2.2,0,3,6,68,0,1,1,0,1,1,0,not_applicable,2021,11,15,asthma_severe,8,7,0,3,0,188.0,98.0,0,grid_unreliable,8
8197,district_hospital,O2_0060,urban,14,0,0,0,0,cylinder_portable,0,0,1.5,0,1,2,37,0,0,0,0,0,0,19,concentrator_malfunction,2024,6,18,pneumonia_child,0,18,0,8,3,282.0,19.0,1,grid_unreliable,49
8198,district_hospital,O2_0061,rural,107,0,0,0,0,none,0,0,0.4,0,0,3,8,0,0,0,0,1,0,0,not_applicable,2022,5,13,pneumonia_child,4,9,1,5,0,359.0,89.0,0,none,7
8199,district_hospital,O2_0101,urban,90,0,0,0,0,cylinder_portable,0,0,0.1,0,5,4,12,0,1,1,1,1,1,0,not_applicable,2021,6,10,pneumonia_child,3,7,1,5,0,134.0,1.0,0,none,25
8200,district_hospital,O2_0096,rural,118,0,0,0,0,oxygen_concentrator,3,0,19.4,0,1,2,14,0,0,0,0,1,1,0,not_applicable,2022,5,9,pneumonia_child,4,5,0,4,0,251.0,62.0,1,grid_unreliable,22
8201,district_hospital,O2_0191,peri_urban,39,0,0,0,0,oxygen_concentrator,1,0,2.5,0,5,4,35,0,0,0,0,1,1,0,not_applicable,2023,9,10,pneumonia_child,4,6,0,4,0,96.0,16.0,1,grid_reliable,1
8202,district_hospital,O2_0130,peri_urban,5,0,0,0,0,cylinder_piped,0,0,1.0,0,1,5,77,0,0,0,0,0,0,9,empty_cylinders_not_collected,2022,7,11,pneumonia_child,0,11,0,4,3,165.0,35.0,0,grid_unreliable,1
8203,district_hospital,O2_0025,urban,30,0,0,0,0,none,0,0,4.9,0,1,5,15,0,0,0,0,1,0,5,concentrator_malfunction,2024,8,12,pneumonia_adult,5,7,0,3,0,186.0,18.0,1,none,1
8204,district_hospital,O2_0060,peri_urban,38,0,0,0,0,cylinder_piped,0,0,1.4,0,5,2,44,0,0,0,0,0,0,21,cylinder_delivery_delay,2024,8,13,surgical_anaesthesia,0,13,0,3,0,225.0,9.0,0,grid_unreliable,7
8205,district_hospital,O2_0039,rural,59,0,0,0,0,cylinder_piped,0,0,1.5,0,3,2,48,0,0,0,0,1,1,0,not_applicable,2022,2,9,heart_failure,5,4,0,3,0,203.0,49.0,0,grid_reliable,6
8206,district_hospital,O2_0120,peri_urban,13,0,0,0,0,cylinder_portable,0,0,6.0,0,5,2,63,0,1,0,0,0,0,14,supplier_stockout,2022,1,13,pneumonia_child,0,13,0,5,3,90.0,30.0,0,grid_reliable,10
8207,district_hospital,O2_0107,peri_urban,38,0,0,1,0,oxygen_concentrator,5,2,0.9,0,1,4,12,0,1,1,0,0,0,1,demand_surge,2021,12,7,COVID19_severe,0,7,0,4,5,339.0,149.0,0,solar,5
8208,district_hospital,O2_0135,rural,91,0,0,0,0,cylinder_portable,1,0,6.3,1,5,2,2,0,0,0,0,0,0,1,empty_cylinders_not_collected,2022,7,23,COVID19_severe,0,23,0,8,7,295.0,35.0,1,none,0
8209,district_hospital,O2_0080,rural,88,0,0,0,0,oxygen_concentrator,0,0,6.3,0,3,5,10,0,1,0,0,0,0,30,empty_cylinders_not_collected,2022,8,18,trauma,0,18,0,11,3,270.0,111.0,1,generator_only,13
8210,district_hospital,O2_0059,rural,44,0,0,0,0,oxygen_concentrator,3,2,9.7,0,2,8,30,0,1,0,0,1,1,0,not_applicable,2023,2,7,sepsis,3,4,1,2,0,226.0,135.0,0,none,0
8211,district_hospital,O2_0100,rural,35,0,1,0,0,cylinder_portable,0,0,3.6,0,1,1,3,0,1,0,0,0,0,7,regulator_valve_failure,2022,6,6,pneumonia_adult,0,6,0,2,1,76.0,99.0,1,grid_unreliable,3
8212,district_hospital,O2_0163,peri_urban,37,0,0,0,0,cylinder_portable,0,0,2.9,0,4,2,32,0,0,0,0,1,1,1,concentrator_malfunction,2023,10,5,COVID19_severe,2,3,1,1,0,125.0,102.0,1,none,20
8213,district_hospital,O2_0060,urban,113,0,0,0,0,cylinder_portable,2,0,8.6,0,4,5,0,0,0,0,0,1,0,0,not_applicable,2023,9,17,heart_failure,10,7,0,5,0,45.0,157.0,0,grid_unreliable,0
8214,district_hospital,O2_0003,rural,27,0,0,1,0,oxygen_concentrator,1,0,3.3,0,2,5,26,0,1,0,0,0,0,1,piping_system_leak,2024,12,11,pneumonia_child,0,11,0,4,1,240.0,9.0,0,none,6
8215,district_hospital,O2_0075,rural,104,0,0,0,0,cylinder_portable,0,0,3.4,0,2,6,3,0,1,0,0,1,0,0,not_applicable,2023,11,14,severe_malaria,6,8,0,5,0,318.0,85.0,0,grid_reliable,19
8216,district_hospital,O2_0106,rural,79,0,0,0,0,cylinder_piped,0,0,3.4,0,5,2,19,0,0,0,0,1,0,0,not_applicable,2022,9,12,COPD_exacerbation,8,4,1,2,0,262.0,19.0,1,solar,23
8217,district_hospital,O2_0117,rural,105,0,0,0,1,oxygen_concentrator,2,0,1.2,1,1,3,52,0,0,0,0,1,1,3,cylinder_delivery_delay,2022,12,8,pneumonia_child,3,5,0,3,0,274.0,90.0,0,grid_reliable,1
8218,district_hospital,O2_0139,rural,5,0,0,0,0,oxygen_concentrator,3,1,0.6,0,2,2,7,0,0,0,0,1,1,0,not_applicable,2022,1,12,pneumonia_child,5,7,1,3,0,190.0,48.0,0,solar,3
8219,district_hospital,O2_0175,rural,5,0,0,0,0,cylinder_piped,0,0,3.7,0,2,1,43,0,0,0,0,1,1,0,not_applicable,2022,4,11,COPD_exacerbation,4,7,0,4,0,175.0,157.0,0,solar,44
8220,district_hospital,O2_0084,rural,20,0,0,0,0,cylinder_portable,3,0,2.2,0,2,5,2,0,1,1,0,1,1,5,cylinder_delivery_delay,2024,4,6,COVID19_severe,1,5,0,2,0,119.0,70.0,1,none,13
8221,district_hospital,O2_0142,urban,52,0,0,0,0,none,0,0,2.9,1,2,6,9,0,1,0,0,0,0,3,cylinder_delivery_delay,2022,10,15,COVID19_severe,0,15,0,8,3,238.0,21.0,0,grid_reliable,0
8222,district_hospital,O2_0115,urban,5,0,0,0,0,cylinder_portable,0,0,0.4,1,2,3,2,0,1,0,0,1,0,0,not_applicable,2023,4,11,COVID19_severe,5,6,1,1,0,169.0,3.0,0,grid_unreliable,8
8223,district_hospital,O2_0155,rural,75,0,0,0,0,none,4,2,3.7,0,4,7,8,0,0,0,0,1,0,15,power_outage,2024,6,13,heart_failure,7,6,0,3,0,242.0,65.0,0,grid_unreliable,3
8224,district_hospital,O2_0088,peri_urban,24,0,0,0,0,none,0,0,0.6,0,1,6,2,0,1,0,0,1,0,0,not_applicable,2021,5,16,severe_malaria,7,9,0,4,0,207.0,18.0,0,solar,7
8225,district_hospital,O2_0162,urban,69,0,0,0,0,oxygen_concentrator,3,1,6.1,0,2,5,3,0,1,1,0,1,0,2,demand_surge,2024,2,14,pneumonia_adult,6,8,0,4,0,243.0,55.0,0,none,2
8226,district_hospital,O2_0194,rural,63,0,0,0,0,cylinder_portable,0,0,0.1,0,3,4,0,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,7,13,asthma_severe,0,13,0,4,3,277.0,37.0,0,generator_only,0
8227,district_hospital,O2_0152,rural,38,0,0,0,0,oxygen_concentrator,6,0,0.8,0,0,3,12,0,0,0,0,0,0,1,power_outage,2021,7,6,COPD_exacerbation,0,6,0,2,3,0.0,11.0,0,solar,1
8228,district_hospital,O2_0165,urban,43,0,0,1,0,PSA_plant_onsite,0,0,0.0,0,1,6,47,1,0,0,0,1,1,0,not_applicable,2023,8,11,pneumonia_adult,5,6,0,2,0,343.0,42.0,0,grid_unreliable,6
8229,district_hospital,O2_0004,rural,69,0,0,0,0,cylinder_piped,2,1,2.1,0,3,3,3,0,1,0,0,1,1,1,cylinder_delivery_delay,2023,12,12,surgical_anaesthesia,2,10,1,6,0,163.0,42.0,0,solar,0
8230,district_hospital,O2_0154,peri_urban,52,0,0,0,0,cylinder_portable,3,1,1.0,0,2,1,22,0,1,0,0,1,1,0,not_applicable,2024,5,11,heart_failure,6,5,0,1,0,46.0,24.0,1,grid_reliable,3
8231,district_hospital,O2_0153,rural,59,0,0,0,0,none,0,0,35.1,0,1,5,30,0,1,1,1,1,0,3,power_outage,2023,9,5,pneumonia_adult,3,2,0,0,0,171.0,41.0,1,grid_reliable,29
8232,district_hospital,O2_0122,rural,20,0,0,0,0,cylinder_portable,4,1,5.6,1,1,4,3,0,1,0,0,1,1,0,not_applicable,2024,2,12,heart_failure,2,10,0,3,0,162.0,97.0,0,none,1
8233,district_hospital,O2_0080,rural,74,0,0,0,0,none,0,0,2.7,0,1,3,1,0,1,1,0,0,0,26,cylinder_delivery_delay,2022,3,6,COPD_exacerbation,0,6,0,2,2,155.0,64.0,1,solar,23
8234,district_hospital,O2_0056,peri_urban,95,0,0,0,0,cylinder_portable,0,0,0.1,1,1,2,26,0,1,1,0,0,0,5,no_oxygen_source,2022,8,13,surgical_anaesthesia,0,13,0,7,0,161.0,199.0,0,generator_only,12
8235,district_hospital,O2_0125,urban,89,0,0,0,0,oxygen_concentrator,0,0,0.4,0,3,2,32,0,0,0,0,1,0,0,not_applicable,2024,9,10,pneumonia_child,5,5,1,2,0,146.0,37.0,0,grid_unreliable,0
8236,district_hospital,O2_0130,urban,81,0,0,0,0,cylinder_portable,0,0,6.7,0,0,5,70,0,0,0,0,1,1,0,not_applicable,2023,9,8,pneumonia_child,4,4,0,2,0,303.0,42.0,0,grid_unreliable,3
8237,district_hospital,O2_0032,peri_urban,39,0,0,0,0,oxygen_concentrator,2,0,3.5,0,3,4,0,0,1,0,0,1,0,0,not_applicable,2022,9,18,surgical_anaesthesia,8,10,1,5,0,215.0,17.0,1,none,15
8238,district_hospital,O2_0180,rural,50,0,0,0,0,cylinder_portable,3,0,2.4,1,1,5,2,0,0,0,0,1,1,0,not_applicable,2022,4,12,pneumonia_child,4,8,1,3,0,348.0,72.0,0,grid_unreliable,31
8239,district_hospital,O2_0180,peri_urban,5,0,0,0,0,cylinder_piped,0,0,0.5,0,3,4,14,0,0,0,0,1,1,0,not_applicable,2024,8,18,COPD_exacerbation,6,12,0,6,0,212.0,30.0,1,none,30
8240,district_hospital,O2_0156,rural,28,0,0,0,0,cylinder_portable,0,0,2.7,0,0,4,37,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,3,6,COVID19_severe,0,6,0,0,0,242.0,42.0,0,generator_only,25
8241,district_hospital,O2_0144,peri_urban,13,0,0,0,0,none,0,0,3.4,0,1,8,49,0,1,1,1,0,0,2,funding_for_refill,2021,8,16,pneumonia_adult,0,16,0,6,4,338.0,29.0,1,grid_unreliable,2
8242,district_hospital,O2_0144,urban,84,0,0,0,0,oxygen_concentrator,3,0,1.9,0,2,4,21,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,6,20,severe_malaria,0,20,0,13,11,172.0,10.0,0,generator_only,41
8243,district_hospital,O2_0189,urban,92,0,0,0,0,LOX_bulk_tank,0,0,4.2,0,2,3,9,0,0,0,0,1,0,0,not_applicable,2023,10,18,COVID19_severe,10,8,0,6,0,120.0,49.0,0,none,37
8244,district_hospital,O2_0119,rural,51,0,0,0,0,cylinder_portable,2,0,8.2,0,2,6,20,0,0,0,0,0,0,2,no_oxygen_source,2022,12,11,trauma,0,11,0,5,3,232.0,1.0,1,none,3
8245,district_hospital,O2_0163,urban,7,0,0,0,0,LOX_bulk_tank,0,0,2.0,1,2,5,5,0,1,0,0,0,0,16,empty_cylinders_not_collected,2023,4,15,pneumonia_child,0,15,0,8,6,181.0,51.0,0,grid_unreliable,1
8246,district_hospital,O2_0140,urban,48,0,0,0,0,cylinder_portable,0,0,0.0,0,3,6,7,0,0,0,0,0,0,17,empty_cylinders_not_collected,2023,2,18,pneumonia_child,0,18,0,7,7,145.0,4.0,0,none,13
8247,district_hospital,O2_0092,rural,70,0,0,0,0,cylinder_portable,0,0,4.7,0,1,3,5,0,0,0,0,0,0,4,cylinder_delivery_delay,2024,4,11,pneumonia_child,0,11,0,5,3,167.0,79.0,0,generator_only,3
8248,district_hospital,O2_0170,peri_urban,46,0,1,0,0,oxygen_concentrator,3,0,9.8,0,3,5,9,0,1,0,0,1,1,0,not_applicable,2024,3,13,pneumonia_adult,6,7,0,5,0,247.0,13.0,0,grid_unreliable,15
8249,district_hospital,O2_0041,peri_urban,90,0,0,0,0,none,0,0,8.3,0,2,4,28,0,0,0,0,1,1,0,not_applicable,2023,6,10,pneumonia_child,4,6,1,1,0,220.0,114.0,1,grid_unreliable,7
8250,district_hospital,O2_0192,rural,80,0,0,0,0,oxygen_concentrator,2,1,1.9,0,3,7,1,0,1,0,0,1,0,0,not_applicable,2024,1,11,pneumonia_child,4,7,1,0,0,334.0,28.0,0,grid_unreliable,4
8251,district_hospital,O2_0165,peri_urban,31,0,0,0,0,cylinder_portable,0,0,19.8,0,1,5,18,0,0,0,0,1,1,0,not_applicable,2022,3,7,neonatal_respiratory,2,5,1,2,0,397.0,47.0,1,grid_reliable,27
8252,district_hospital,O2_0135,urban,35,0,0,0,0,none,0,0,20.1,0,7,2,4,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,11,12,COVID19_severe,0,12,0,6,3,367.0,31.0,0,grid_reliable,4
8253,district_hospital,O2_0060,rural,45,0,0,0,0,cylinder_portable,3,1,3.8,0,0,4,44,0,0,0,0,1,1,0,not_applicable,2022,3,7,neonatal_respiratory,5,2,1,2,0,316.0,8.0,0,solar,5
8254,district_hospital,O2_0085,rural,135,0,0,0,0,oxygen_concentrator,0,0,7.2,0,2,4,53,0,1,0,0,0,0,30,power_outage,2022,6,13,heart_failure,0,13,0,6,3,296.0,42.0,0,solar,1
8255,district_hospital,O2_0026,urban,66,0,0,0,0,oxygen_concentrator,5,2,11.6,0,1,4,19,0,0,0,0,1,0,0,not_applicable,2023,7,15,asthma_severe,4,11,0,3,0,244.0,17.0,0,grid_unreliable,14
8256,district_hospital,O2_0073,peri_urban,61,0,0,0,0,cylinder_piped,0,0,0.8,0,3,3,5,0,0,0,0,0,0,30,PSA_plant_breakdown,2023,2,10,severe_malaria,0,10,0,3,2,307.0,42.0,1,none,4
8257,district_hospital,O2_0173,peri_urban,95,0,0,1,0,cylinder_piped,1,0,3.2,0,7,5,2,0,0,0,0,0,0,8,power_outage,2023,9,9,sepsis,0,9,0,3,3,20.0,45.0,1,none,4
8258,district_hospital,O2_0170,rural,84,0,0,0,0,oxygen_concentrator,5,1,7.4,0,1,6,19,0,0,0,0,1,1,0,not_applicable,2024,1,18,COPD_exacerbation,10,8,0,3,0,65.0,47.0,1,grid_reliable,16
8259,district_hospital,O2_0089,rural,18,0,0,0,0,cylinder_portable,4,0,1.7,0,3,4,31,0,0,0,0,1,0,0,not_applicable,2022,11,15,COPD_exacerbation,6,9,0,2,0,288.0,80.0,0,grid_unreliable,9
8260,district_hospital,O2_0154,urban,60,0,0,0,0,oxygen_concentrator,1,0,10.6,0,1,4,11,0,1,0,0,0,0,10,funding_for_refill,2023,10,10,severe_malaria,0,10,0,2,5,287.0,39.0,0,generator_only,12
8261,district_hospital,O2_0012,rural,93,0,0,0,0,oxygen_concentrator,1,0,3.6,0,4,9,4,0,0,0,0,1,1,0,not_applicable,2024,2,10,severe_malaria,2,8,1,2,0,108.0,64.0,0,none,15
8262,district_hospital,O2_0025,peri_urban,45,0,0,0,0,cylinder_piped,0,0,0.9,0,1,8,2,0,1,1,0,0,0,13,PSA_plant_breakdown,2023,1,8,other_hypoxemia,0,8,0,2,1,139.0,121.0,0,grid_unreliable,30
8263,district_hospital,O2_0150,rural,46,0,0,0,0,oxygen_concentrator,0,0,1.3,0,3,4,20,0,0,0,0,0,0,1,power_outage,2022,3,8,pneumonia_adult,0,8,0,4,0,293.0,140.0,1,solar,35
8264,district_hospital,O2_0070,urban,126,0,1,0,0,none,0,0,0.9,0,2,4,4,0,1,1,0,0,0,30,PSA_plant_breakdown,2023,3,11,COPD_exacerbation,0,11,0,5,2,208.0,12.0,0,generator_only,8
8265,district_hospital,O2_0167,rural,68,0,0,0,0,oxygen_concentrator,1,0,0.0,0,4,5,1,0,1,0,0,1,1,0,not_applicable,2021,2,12,pneumonia_adult,6,6,0,3,0,259.0,21.0,0,grid_unreliable,45
8266,district_hospital,O2_0017,rural,106,0,0,0,0,cylinder_portable,0,0,12.1,0,4,7,12,0,0,0,0,1,1,0,not_applicable,2024,10,14,pneumonia_child,7,7,0,2,0,319.0,37.0,1,grid_reliable,45
8267,district_hospital,O2_0023,rural,123,0,0,0,0,none,0,0,21.1,1,4,3,5,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,8,10,severe_malaria,0,10,0,3,5,97.0,2.0,1,solar,30
8268,district_hospital,O2_0079,rural,71,0,0,0,0,oxygen_concentrator,1,0,4.3,1,3,3,3,0,0,0,0,0,0,22,power_outage,2022,7,15,pneumonia_child,0,15,0,8,7,239.0,36.0,1,none,11
8269,district_hospital,O2_0158,urban,56,0,0,0,0,oxygen_concentrator,3,0,6.2,0,0,3,7,0,0,0,0,0,0,30,power_outage,2021,10,12,pneumonia_child,0,12,0,7,2,262.0,18.0,1,grid_reliable,5
8270,district_hospital,O2_0103,peri_urban,46,0,0,0,0,oxygen_concentrator,1,0,2.4,0,1,1,6,0,0,0,0,1,1,1,no_oxygen_source,2023,3,17,heart_failure,5,12,1,4,0,330.0,10.0,1,generator_only,5
8271,district_hospital,O2_0092,rural,77,0,0,0,0,oxygen_concentrator,0,0,0.2,0,4,2,8,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,5,8,sepsis,0,8,0,3,1,267.0,8.0,0,generator_only,14
8272,district_hospital,O2_0036,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,6.7,1,3,3,12,0,0,0,0,0,0,13,funding_for_refill,2023,6,12,surgical_anaesthesia,0,12,0,5,4,218.0,68.0,1,none,12
8273,district_hospital,O2_0073,rural,41,0,0,0,0,cylinder_portable,0,0,1.0,0,1,4,28,0,0,0,0,1,1,0,not_applicable,2024,1,16,pneumonia_adult,8,8,0,4,0,318.0,32.0,0,grid_unreliable,7
8274,district_hospital,O2_0077,rural,40,0,0,0,0,oxygen_concentrator,2,1,3.5,0,7,6,34,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,2,8,pneumonia_child,0,8,0,4,1,251.0,61.0,1,grid_reliable,63
8275,district_hospital,O2_0164,peri_urban,107,0,0,0,0,cylinder_piped,0,0,3.8,0,4,8,15,0,0,0,0,0,0,4,funding_for_refill,2023,7,4,pneumonia_adult,0,4,0,1,1,235.0,30.0,0,none,18
8276,district_hospital,O2_0002,urban,33,0,0,0,0,none,0,0,4.9,0,6,4,16,0,0,0,0,0,0,6,empty_cylinders_not_collected,2023,11,14,other_hypoxemia,0,14,0,8,4,229.0,115.0,1,grid_reliable,96
8277,district_hospital,O2_0046,peri_urban,48,1,0,0,0,oxygen_concentrator,1,0,4.3,0,6,7,23,0,1,0,0,1,0,0,not_applicable,2022,8,12,asthma_severe,8,4,0,2,0,103.0,31.0,1,solar,18
8278,district_hospital,O2_0129,peri_urban,76,0,0,0,0,cylinder_piped,4,1,3.8,0,3,2,82,0,0,0,0,0,0,25,concentrator_malfunction,2021,3,10,COVID19_severe,0,10,0,8,3,280.0,94.0,1,none,15
8279,district_hospital,O2_0057,peri_urban,43,0,0,0,0,cylinder_portable,1,0,3.7,0,3,6,24,0,1,0,0,0,0,1,empty_cylinders_not_collected,2022,8,10,asthma_severe,0,10,0,4,5,194.0,6.0,0,grid_reliable,2
8280,district_hospital,O2_0149,urban,12,0,0,0,0,oxygen_concentrator,1,0,7.0,0,5,4,11,0,0,0,0,0,0,14,PSA_plant_breakdown,2022,1,12,neonatal_respiratory,0,12,0,7,1,176.0,70.0,0,generator_only,12
8281,district_hospital,O2_0170,rural,63,0,0,0,0,oxygen_concentrator,4,0,3.7,0,1,4,5,0,1,0,0,1,0,0,not_applicable,2024,10,6,COPD_exacerbation,2,4,1,1,0,160.0,4.0,1,none,18
8282,district_hospital,O2_0195,rural,97,0,0,0,0,oxygen_concentrator,3,0,0.2,0,2,1,22,0,0,0,0,1,0,0,not_applicable,2021,9,17,trauma,7,10,1,4,0,240.0,144.0,0,grid_unreliable,3
8283,district_hospital,O2_0085,urban,38,0,0,0,0,cylinder_portable,0,0,4.4,0,1,5,20,0,0,0,0,1,1,0,not_applicable,2021,5,13,COVID19_severe,7,6,0,3,0,197.0,56.0,0,none,34
8284,district_hospital,O2_0155,rural,35,0,0,0,0,oxygen_concentrator,1,0,23.7,0,4,6,8,0,1,0,0,0,0,10,demand_surge,2021,6,14,heart_failure,0,14,0,4,5,115.0,11.0,1,generator_only,3
8285,district_hospital,O2_0170,urban,30,0,0,0,0,cylinder_portable,0,0,0.3,0,3,4,66,0,0,0,0,1,1,2,funding_for_refill,2022,9,18,COVID19_severe,9,9,0,6,0,166.0,12.0,0,generator_only,5
8286,district_hospital,O2_0104,urban,46,0,0,0,0,cylinder_piped,3,1,1.5,0,1,2,0,0,0,0,0,1,1,0,not_applicable,2023,3,6,asthma_severe,1,5,0,3,0,98.0,26.0,0,grid_unreliable,2
8287,district_hospital,O2_0163,peri_urban,125,0,0,0,0,cylinder_portable,0,0,0.3,0,3,1,24,0,1,1,0,0,0,26,cylinder_delivery_delay,2023,7,9,pneumonia_child,0,9,0,6,2,162.0,30.0,0,generator_only,1
8288,district_hospital,O2_0002,rural,55,0,0,0,0,cylinder_piped,0,0,10.5,0,1,1,20,0,0,0,0,1,0,0,not_applicable,2024,4,14,pneumonia_child,5,9,1,6,0,220.0,148.0,1,grid_reliable,8
8289,district_hospital,O2_0077,urban,82,0,0,0,0,oxygen_concentrator,3,2,4.7,0,4,4,0,0,1,1,1,1,0,9,regulator_valve_failure,2022,4,4,pneumonia_adult,2,2,0,1,0,140.0,33.0,0,solar,12
8290,district_hospital,O2_0136,peri_urban,117,0,0,0,0,cylinder_portable,1,0,3.9,0,3,8,22,0,0,0,0,1,1,3,empty_cylinders_not_collected,2023,8,12,severe_malaria,7,5,0,1,0,265.0,11.0,1,grid_unreliable,10
8291,district_hospital,O2_0101,rural,104,0,0,0,0,oxygen_concentrator,0,0,0.4,0,4,4,31,0,1,0,0,0,0,3,concentrator_malfunction,2023,7,9,surgical_anaesthesia,0,9,0,3,3,144.0,1.0,0,generator_only,7
8292,district_hospital,O2_0087,peri_urban,115,0,0,0,0,LOX_bulk_tank,0,0,1.5,0,4,4,47,0,0,0,0,1,1,0,not_applicable,2024,11,8,pneumonia_adult,6,2,0,0,0,171.0,44.0,0,solar,7
8293,district_hospital,O2_0043,rural,51,0,0,0,0,cylinder_portable,5,2,3.1,0,2,7,54,0,0,0,0,1,1,0,not_applicable,2021,6,10,other_hypoxemia,5,5,1,5,0,184.0,140.0,0,none,14
8294,district_hospital,O2_0016,peri_urban,72,0,0,0,0,oxygen_concentrator,1,0,0.9,0,2,5,3,0,0,0,0,1,0,0,not_applicable,2021,11,14,surgical_anaesthesia,4,10,0,5,0,161.0,9.0,1,grid_unreliable,6
8295,district_hospital,O2_0159,rural,95,0,0,0,0,oxygen_concentrator,3,0,1.6,0,2,4,4,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,2,15,heart_failure,0,15,0,6,7,212.0,35.0,1,grid_unreliable,5
8296,district_hospital,O2_0173,rural,19,0,0,0,0,oxygen_concentrator,5,3,4.3,0,2,3,5,0,1,0,0,1,0,0,not_applicable,2022,10,12,other_hypoxemia,8,4,1,1,0,229.0,102.0,0,grid_unreliable,1
8297,district_hospital,O2_0164,peri_urban,12,0,0,0,0,LOX_bulk_tank,0,0,9.3,0,1,7,66,0,1,0,0,0,0,16,concentrator_malfunction,2024,3,8,pneumonia_child,0,8,0,3,2,0.0,6.0,1,none,1
8298,district_hospital,O2_0093,peri_urban,5,0,0,0,0,LOX_bulk_tank,0,0,5.3,0,5,5,47,0,1,0,0,0,0,21,cylinder_delivery_delay,2021,8,12,pneumonia_adult,0,12,0,7,4,60.0,3.0,0,grid_reliable,18
8299,district_hospital,O2_0063,peri_urban,101,0,0,0,0,oxygen_concentrator,0,0,9.1,0,6,4,40,0,0,0,0,0,0,30,power_outage,2024,11,8,trauma,0,8,0,2,0,234.0,57.0,0,solar,8
8300,district_hospital,O2_0088,rural,8,0,1,0,0,oxygen_concentrator,3,1,0.1,0,5,4,18,0,0,0,0,1,0,4,demand_surge,2021,10,9,COVID19_severe,4,5,0,2,0,176.0,25.0,1,grid_unreliable,33
8301,district_hospital,O2_0098,rural,69,0,0,0,0,oxygen_concentrator,2,0,18.0,0,2,3,6,0,0,0,0,1,0,0,not_applicable,2023,5,10,asthma_severe,4,6,0,4,0,222.0,95.0,0,grid_unreliable,1
8302,district_hospital,O2_0152,peri_urban,95,0,0,0,0,cylinder_piped,0,0,11.5,0,7,2,28,0,0,0,0,1,0,4,cylinder_delivery_delay,2023,11,18,other_hypoxemia,6,12,1,6,0,182.0,80.0,0,grid_unreliable,21
8303,district_hospital,O2_0063,urban,5,0,0,0,0,cylinder_piped,0,0,0.7,0,1,4,6,0,0,0,0,1,1,0,not_applicable,2022,12,14,pneumonia_child,7,7,0,2,0,272.0,64.0,0,none,27
8304,district_hospital,O2_0117,rural,71,0,0,0,0,cylinder_portable,4,0,2.8,0,3,7,74,0,1,0,0,0,0,30,concentrator_malfunction,2023,8,10,trauma,0,10,0,3,4,114.0,93.0,0,grid_reliable,7
8305,district_hospital,O2_0001,rural,32,0,0,0,0,oxygen_concentrator,1,0,1.2,0,2,4,14,0,0,0,0,1,1,1,concentrator_malfunction,2022,9,11,heart_failure,7,4,0,2,0,219.0,48.0,0,solar,43
8306,district_hospital,O2_0166,rural,80,0,0,1,0,cylinder_portable,4,3,0.3,0,3,6,16,0,0,0,0,1,1,0,not_applicable,2024,5,13,trauma,8,5,0,3,0,92.0,56.0,1,solar,9
8307,district_hospital,O2_0064,rural,62,0,0,0,0,cylinder_portable,0,0,0.1,0,8,3,25,0,0,0,0,0,0,11,cylinder_delivery_delay,2022,5,10,severe_malaria,0,10,0,5,2,188.0,43.0,0,solar,1
8308,district_hospital,O2_0079,rural,101,0,0,0,0,cylinder_portable,0,0,1.6,0,5,4,37,0,0,0,0,0,0,8,demand_surge,2024,2,9,pneumonia_adult,0,9,0,5,3,325.0,142.0,0,solar,3
8309,district_hospital,O2_0182,urban,70,0,0,0,0,cylinder_piped,0,0,5.7,0,1,3,5,0,0,0,0,1,1,0,not_applicable,2024,9,12,pneumonia_child,5,7,0,2,0,359.0,15.0,0,none,0
8310,district_hospital,O2_0015,rural,59,0,1,0,0,none,0,0,0.9,0,6,6,0,0,1,0,0,0,0,25,cylinder_delivery_delay,2022,10,6,COPD_exacerbation,0,6,0,3,2,121.0,228.0,0,grid_unreliable,4
8311,district_hospital,O2_0135,rural,34,0,0,0,0,cylinder_portable,0,0,8.3,0,3,9,16,0,1,0,0,1,1,0,not_applicable,2022,5,15,neonatal_respiratory,9,6,0,5,0,179.0,181.0,0,grid_reliable,4
8312,district_hospital,O2_0170,peri_urban,33,0,0,0,0,cylinder_piped,4,2,2.0,0,2,3,3,0,1,0,0,1,1,3,power_outage,2023,3,13,surgical_anaesthesia,5,8,1,5,0,116.0,5.0,1,grid_unreliable,38
8313,district_hospital,O2_0128,peri_urban,35,0,0,0,0,cylinder_piped,1,0,1.2,0,0,3,5,0,0,0,0,1,0,11,power_outage,2022,5,11,pneumonia_adult,4,7,0,2,0,205.0,23.0,1,grid_unreliable,37
8314,district_hospital,O2_0158,rural,60,0,0,0,0,LOX_bulk_tank,0,0,9.1,0,3,2,0,0,0,0,0,1,1,0,not_applicable,2024,9,9,asthma_severe,5,4,0,2,0,158.0,8.0,0,grid_unreliable,17
8315,district_hospital,O2_0145,urban,162,0,0,0,0,cylinder_piped,2,0,3.5,0,2,2,15,0,0,0,0,1,1,4,funding_for_refill,2023,6,13,severe_malaria,7,6,1,2,0,125.0,18.0,1,none,6
8316,district_hospital,O2_0012,peri_urban,20,0,0,0,0,oxygen_concentrator,2,0,0.4,0,3,3,8,0,0,0,0,0,0,14,cylinder_delivery_delay,2022,7,13,pneumonia_adult,0,13,0,4,2,110.0,126.0,1,grid_unreliable,43
8317,district_hospital,O2_0017,rural,21,0,0,0,0,oxygen_concentrator,3,0,0.4,0,5,8,46,0,0,0,0,1,1,0,not_applicable,2023,5,13,COPD_exacerbation,3,10,0,3,0,95.0,146.0,0,generator_only,4
8318,district_hospital,O2_0022,peri_urban,38,0,0,0,0,cylinder_piped,0,0,5.1,0,3,4,24,0,0,0,0,0,0,23,cylinder_delivery_delay,2021,9,17,COVID19_severe,0,17,0,6,10,305.0,16.0,1,grid_unreliable,1
8319,district_hospital,O2_0076,peri_urban,100,0,0,0,0,none,0,0,2.4,0,1,0,8,0,0,0,0,1,1,0,not_applicable,2022,4,15,COPD_exacerbation,8,7,1,3,0,75.0,13.0,0,grid_unreliable,7
8320,district_hospital,O2_0152,rural,51,0,0,0,0,cylinder_piped,0,0,13.5,0,4,6,52,0,1,0,0,1,0,0,not_applicable,2022,9,10,heart_failure,4,6,1,2,0,130.0,22.0,0,grid_unreliable,4
8321,district_hospital,O2_0177,rural,43,0,1,0,0,cylinder_piped,0,0,6.0,0,1,1,36,0,0,0,0,0,0,7,empty_cylinders_not_collected,2023,5,6,neonatal_respiratory,0,6,0,3,0,101.0,15.0,0,grid_unreliable,22
8322,district_hospital,O2_0054,rural,41,0,0,0,0,oxygen_concentrator,1,0,1.7,0,3,5,5,0,1,0,0,0,0,27,cylinder_delivery_delay,2023,8,12,COVID19_severe,0,12,0,6,4,226.0,39.0,0,generator_only,45
8323,district_hospital,O2_0114,peri_urban,106,0,0,0,0,cylinder_portable,0,0,2.2,0,3,9,91,0,1,0,0,0,0,7,power_outage,2022,11,10,sepsis,0,10,0,2,1,168.0,2.0,1,none,12
8324,district_hospital,O2_0183,peri_urban,70,0,0,0,0,cylinder_piped,3,0,8.6,0,5,7,1,0,0,0,0,1,0,0,not_applicable,2022,12,13,sepsis,3,10,1,6,0,259.0,20.0,1,grid_unreliable,12
8325,district_hospital,O2_0018,peri_urban,38,0,0,0,0,oxygen_concentrator,2,1,2.7,0,3,5,14,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,2,17,pneumonia_adult,0,17,0,7,6,201.0,26.0,0,none,1
8326,district_hospital,O2_0139,peri_urban,83,0,0,0,0,cylinder_portable,0,0,1.7,0,3,5,56,0,0,0,0,0,0,19,demand_surge,2022,7,13,other_hypoxemia,0,13,0,7,0,255.0,14.0,1,grid_unreliable,1
8327,district_hospital,O2_0162,rural,5,0,0,0,0,cylinder_portable,3,0,6.5,0,5,1,16,0,0,0,0,0,0,5,demand_surge,2024,11,14,trauma,0,14,0,1,0,271.0,133.0,0,solar,5
8328,district_hospital,O2_0031,urban,58,0,0,0,0,oxygen_concentrator,2,0,2.4,0,1,3,46,0,0,0,0,0,0,8,power_outage,2022,3,18,pneumonia_adult,0,18,0,10,5,191.0,10.0,0,grid_unreliable,18
8329,district_hospital,O2_0152,rural,110,0,0,0,0,oxygen_concentrator,2,1,8.0,0,3,1,56,0,1,0,0,0,0,8,concentrator_malfunction,2024,9,11,COVID19_severe,0,11,0,4,2,201.0,70.0,0,generator_only,9
8330,district_hospital,O2_0136,urban,132,1,0,1,0,none,0,0,13.0,0,3,6,37,0,0,0,0,1,1,15,power_outage,2022,12,15,pneumonia_child,8,7,1,3,0,157.0,37.0,0,solar,17
8331,district_hospital,O2_0116,peri_urban,52,0,0,0,0,oxygen_concentrator,2,0,9.0,1,3,7,9,0,0,0,0,1,1,15,concentrator_malfunction,2024,4,11,COVID19_severe,5,6,1,3,0,211.0,78.0,0,grid_unreliable,32
8332,district_hospital,O2_0069,rural,34,0,0,0,0,cylinder_portable,0,0,3.3,0,1,4,13,0,0,0,0,0,0,6,empty_cylinders_not_collected,2024,10,19,COVID19_severe,0,19,0,10,10,254.0,66.0,0,generator_only,25
8333,district_hospital,O2_0164,rural,33,0,0,0,0,cylinder_portable,0,0,8.0,0,2,6,5,0,1,1,0,0,0,22,empty_cylinders_not_collected,2022,8,11,asthma_severe,0,11,0,6,4,198.0,121.0,1,generator_only,36
8334,district_hospital,O2_0078,rural,36,0,0,0,0,cylinder_portable,0,0,5.3,0,1,2,10,0,1,1,0,0,0,10,cylinder_delivery_delay,2024,2,9,neonatal_respiratory,0,9,0,4,2,124.0,88.0,1,grid_unreliable,98
8335,district_hospital,O2_0125,peri_urban,5,0,0,0,0,oxygen_concentrator,6,0,5.0,0,4,2,54,0,1,1,0,0,0,30,regulator_valve_failure,2024,7,13,COPD_exacerbation,0,13,0,8,8,121.0,75.0,1,grid_unreliable,1
8336,district_hospital,O2_0179,rural,27,0,0,0,0,none,0,0,7.7,0,7,3,44,0,1,0,0,0,0,11,cylinder_delivery_delay,2024,12,15,COVID19_severe,0,15,0,4,4,179.0,7.0,1,solar,11
8337,district_hospital,O2_0181,peri_urban,52,0,0,0,0,oxygen_concentrator,1,0,5.4,0,4,1,9,0,1,0,0,0,0,10,concentrator_malfunction,2024,1,12,sepsis,0,12,0,3,1,295.0,11.0,0,grid_unreliable,30
8338,district_hospital,O2_0074,rural,73,0,0,0,0,LOX_bulk_tank,0,0,6.6,0,3,8,11,0,0,0,0,0,0,7,cylinder_delivery_delay,2021,9,7,pneumonia_child,0,7,0,2,2,231.0,5.0,0,generator_only,6
8339,district_hospital,O2_0031,urban,5,0,0,0,0,oxygen_concentrator,0,0,11.1,0,3,2,12,0,0,0,0,0,0,19,concentrator_malfunction,2022,2,7,asthma_severe,0,7,0,2,3,138.0,26.0,0,none,8
8340,district_hospital,O2_0091,rural,19,0,0,0,0,oxygen_concentrator,1,0,0.6,1,6,4,3,0,1,1,0,0,0,30,cylinder_delivery_delay,2023,2,15,pneumonia_child,0,15,0,4,4,305.0,5.0,1,generator_only,34
8341,district_hospital,O2_0006,peri_urban,44,0,0,0,0,cylinder_portable,0,0,2.8,0,2,8,10,0,1,1,1,0,0,5,funding_for_refill,2021,12,9,surgical_anaesthesia,0,9,0,6,2,231.0,58.0,0,generator_only,42
8342,district_hospital,O2_0180,rural,76,0,0,0,0,oxygen_concentrator,0,0,1.8,0,3,3,8,0,0,0,0,0,0,30,power_outage,2022,3,12,pneumonia_child,0,12,0,4,5,307.0,54.0,1,generator_only,2
8343,district_hospital,O2_0020,peri_urban,152,1,0,0,0,cylinder_piped,0,0,1.2,0,2,1,16,0,0,0,0,0,0,7,concentrator_malfunction,2024,5,15,COVID19_severe,0,15,0,11,5,35.0,32.0,0,grid_reliable,44
8344,district_hospital,O2_0039,peri_urban,29,0,0,0,0,oxygen_concentrator,7,3,5.1,0,1,7,7,0,0,0,0,1,1,3,demand_surge,2024,11,15,surgical_anaesthesia,2,13,1,8,0,158.0,169.0,0,grid_unreliable,4
8345,district_hospital,O2_0191,urban,69,0,0,0,0,cylinder_piped,0,0,4.2,0,6,10,18,0,0,0,0,1,1,0,not_applicable,2024,4,13,pneumonia_adult,8,5,0,3,0,214.0,1.0,0,none,34
8346,district_hospital,O2_0079,rural,50,0,0,0,0,cylinder_portable,0,0,3.2,0,1,7,42,0,1,1,0,1,1,0,not_applicable,2024,7,15,severe_malaria,7,8,0,5,0,194.0,96.0,0,generator_only,33
8347,district_hospital,O2_0181,rural,5,0,0,0,0,oxygen_concentrator,2,0,11.0,0,3,5,39,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,11,13,surgical_anaesthesia,0,13,0,4,1,208.0,26.0,1,grid_reliable,39
8348,district_hospital,O2_0165,urban,113,0,0,0,0,oxygen_concentrator,2,0,0.2,0,3,2,40,0,0,0,0,1,1,0,not_applicable,2024,1,12,pneumonia_child,4,8,0,1,0,216.0,45.0,1,none,50
8349,district_hospital,O2_0095,urban,98,0,0,0,0,oxygen_concentrator,2,0,5.7,0,7,3,2,0,1,1,0,0,0,18,concentrator_malfunction,2021,9,9,COVID19_severe,0,9,0,5,3,118.0,10.0,0,generator_only,12
8350,district_hospital,O2_0143,peri_urban,62,0,0,0,0,cylinder_piped,2,0,11.6,0,4,2,2,0,0,0,0,0,0,8,PSA_plant_breakdown,2022,1,14,heart_failure,0,14,0,5,3,106.0,11.0,0,grid_unreliable,8
8351,district_hospital,O2_0120,rural,81,0,0,1,0,cylinder_portable,0,0,0.8,0,2,5,6,0,0,0,0,1,1,0,not_applicable,2021,2,9,pneumonia_adult,4,5,1,3,0,65.0,93.0,0,generator_only,31
8352,district_hospital,O2_0173,urban,77,0,0,0,0,cylinder_portable,0,0,8.1,1,4,3,9,0,0,0,0,0,0,30,funding_for_refill,2023,4,17,pneumonia_adult,0,17,0,11,2,174.0,3.0,0,grid_unreliable,4
8353,district_hospital,O2_0141,rural,89,0,0,0,0,oxygen_concentrator,4,2,2.7,0,3,1,22,0,0,0,0,0,0,5,concentrator_malfunction,2024,9,14,asthma_severe,0,14,0,7,5,181.0,11.0,1,none,43
8354,district_hospital,O2_0116,peri_urban,94,0,0,0,0,oxygen_concentrator,0,0,2.2,0,0,4,18,0,1,0,0,0,0,3,no_oxygen_source,2024,8,10,pneumonia_child,0,10,0,5,1,214.0,94.0,1,generator_only,7
8355,district_hospital,O2_0193,rural,109,0,0,0,0,oxygen_concentrator,3,0,7.7,0,2,5,0,0,1,1,0,0,0,1,no_oxygen_source,2022,6,13,COVID19_severe,0,13,0,4,3,94.0,7.0,0,none,7
8356,district_hospital,O2_0115,rural,97,0,0,0,0,oxygen_concentrator,3,1,6.2,0,3,2,6,0,0,0,0,0,0,8,power_outage,2021,4,9,pneumonia_child,0,9,0,7,2,121.0,84.0,0,grid_unreliable,31
8357,district_hospital,O2_0034,rural,62,0,0,0,0,cylinder_piped,1,0,7.1,0,2,2,7,0,1,1,1,0,0,16,cylinder_delivery_delay,2021,9,10,trauma,0,10,0,4,0,241.0,12.0,1,none,3
8358,district_hospital,O2_0037,peri_urban,139,1,0,0,0,cylinder_portable,0,0,3.3,0,2,2,6,0,1,0,0,1,1,0,not_applicable,2024,6,9,severe_malaria,4,5,1,1,0,93.0,6.0,1,generator_only,0
8359,district_hospital,O2_0185,urban,45,0,0,0,0,oxygen_concentrator,1,0,1.5,0,1,4,73,0,0,0,0,0,0,4,cylinder_delivery_delay,2022,5,13,neonatal_respiratory,0,13,0,6,5,224.0,33.0,0,none,20
8360,district_hospital,O2_0065,urban,24,0,0,0,0,cylinder_piped,0,0,4.9,0,2,3,0,0,0,0,0,0,0,7,concentrator_malfunction,2022,4,9,pneumonia_child,0,9,0,2,4,257.0,38.0,1,grid_unreliable,21
8361,district_hospital,O2_0072,peri_urban,30,0,0,0,0,oxygen_concentrator,2,0,0.6,0,3,4,3,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,9,9,pneumonia_child,0,9,0,5,3,167.0,56.0,1,generator_only,3
8362,district_hospital,O2_0192,peri_urban,49,0,0,0,0,cylinder_portable,0,0,4.0,0,3,3,9,0,1,0,0,0,0,30,demand_surge,2024,5,14,pneumonia_adult,0,14,0,6,2,158.0,64.0,1,grid_unreliable,43
8363,district_hospital,O2_0034,rural,108,0,0,0,0,oxygen_concentrator,3,1,1.7,0,3,1,12,0,0,0,0,1,0,4,regulator_valve_failure,2021,10,10,trauma,4,6,1,5,0,184.0,71.0,0,solar,33
8364,district_hospital,O2_0163,urban,60,0,0,0,0,cylinder_portable,0,0,9.0,0,0,4,3,0,1,1,0,1,1,0,not_applicable,2023,11,17,pneumonia_adult,8,9,1,2,0,208.0,24.0,0,grid_unreliable,18
8365,district_hospital,O2_0068,peri_urban,122,0,0,0,0,cylinder_portable,5,2,2.6,0,1,5,1,0,1,0,0,0,0,8,supplier_stockout,2022,5,14,neonatal_respiratory,0,14,0,5,6,188.0,23.0,0,grid_reliable,8
8366,district_hospital,O2_0041,rural,73,0,0,0,0,oxygen_concentrator,4,2,5.7,0,3,3,7,0,0,0,0,1,0,2,funding_for_refill,2024,12,15,severe_malaria,6,9,1,5,0,187.0,7.0,0,grid_unreliable,17
8367,district_hospital,O2_0081,rural,139,0,0,1,1,none,0,0,1.7,1,4,3,25,0,1,0,0,0,0,30,cylinder_delivery_delay,2022,4,18,pneumonia_adult,0,18,0,7,6,177.0,20.0,0,grid_unreliable,16
8368,district_hospital,O2_0124,peri_urban,34,0,0,0,0,none,0,0,2.6,0,7,4,0,0,0,0,0,0,0,7,funding_for_refill,2023,7,13,neonatal_respiratory,0,13,0,6,1,191.0,7.0,1,grid_unreliable,17
8369,district_hospital,O2_0108,rural,5,0,0,0,1,cylinder_piped,0,0,7.8,1,4,3,1,0,1,0,0,0,0,12,power_outage,2022,4,10,COVID19_severe,0,10,0,5,3,166.0,26.0,1,solar,1
8370,district_hospital,O2_0094,rural,31,0,0,0,0,oxygen_concentrator,4,1,11.0,0,2,4,45,0,0,0,0,1,1,3,power_outage,2022,5,8,pneumonia_child,4,4,1,3,0,235.0,82.0,0,none,9
8371,district_hospital,O2_0110,peri_urban,57,0,0,0,0,oxygen_concentrator,4,2,1.6,0,4,2,2,0,1,0,0,1,1,0,not_applicable,2024,8,16,pneumonia_child,6,10,0,5,0,99.0,11.0,1,grid_unreliable,18
8372,district_hospital,O2_0187,rural,12,0,0,0,0,cylinder_portable,0,0,5.0,0,1,10,8,0,1,0,0,0,0,30,power_outage,2023,12,10,pneumonia_child,0,10,0,3,2,37.0,184.0,0,generator_only,27
8373,district_hospital,O2_0004,peri_urban,69,0,0,0,0,cylinder_portable,3,1,6.9,0,2,2,12,0,1,1,0,0,0,30,empty_cylinders_not_collected,2024,8,11,pneumonia_child,0,11,0,5,1,229.0,67.0,1,none,10
8374,district_hospital,O2_0154,peri_urban,34,0,0,0,0,cylinder_portable,0,0,11.5,0,3,5,12,0,0,0,0,1,1,1,power_outage,2023,4,17,pneumonia_child,4,13,0,6,0,285.0,86.0,0,grid_reliable,49
8375,district_hospital,O2_0011,peri_urban,11,0,1,0,0,none,0,0,6.3,0,7,4,2,0,0,0,0,0,0,7,cylinder_delivery_delay,2022,3,23,neonatal_respiratory,0,23,0,12,9,233.0,15.0,1,grid_unreliable,28
8376,district_hospital,O2_0117,rural,35,0,0,0,0,oxygen_concentrator,2,0,2.4,0,3,5,42,0,0,0,0,1,1,0,not_applicable,2022,4,17,pneumonia_adult,4,13,0,7,0,154.0,115.0,1,grid_unreliable,43
8377,district_hospital,O2_0064,rural,50,0,0,0,0,LOX_bulk_tank,0,0,11.7,0,3,4,24,0,0,0,0,1,1,0,not_applicable,2023,11,11,asthma_severe,6,5,0,3,0,85.0,17.0,0,solar,29
8378,district_hospital,O2_0157,rural,141,0,0,0,0,oxygen_concentrator,2,1,19.1,0,5,6,5,0,1,0,0,0,0,20,concentrator_malfunction,2024,5,13,severe_malaria,0,13,0,5,3,202.0,81.0,0,grid_unreliable,3
8379,district_hospital,O2_0070,peri_urban,79,0,0,0,1,oxygen_concentrator,1,0,6.9,1,3,4,6,0,1,1,0,0,0,20,power_outage,2021,2,8,pneumonia_adult,0,8,0,3,1,295.0,8.0,1,grid_unreliable,12
8380,district_hospital,O2_0059,rural,26,0,1,0,0,cylinder_portable,0,0,4.3,0,1,4,1,0,0,0,0,1,1,0,not_applicable,2023,10,11,pneumonia_child,4,7,1,3,0,234.0,35.0,0,solar,1
8381,district_hospital,O2_0166,rural,127,0,0,0,0,oxygen_concentrator,3,1,5.2,0,0,0,6,0,1,1,0,0,0,10,cylinder_delivery_delay,2022,3,12,pneumonia_child,0,12,0,7,1,102.0,76.0,0,none,1
8382,district_hospital,O2_0130,peri_urban,38,0,0,0,1,oxygen_concentrator,2,0,3.2,1,1,3,24,0,1,1,0,1,1,0,not_applicable,2021,7,10,pneumonia_child,4,6,1,1,0,180.0,7.0,0,grid_unreliable,9
8383,district_hospital,O2_0045,urban,79,0,0,0,0,oxygen_concentrator,2,0,0.9,0,0,4,34,0,0,0,0,1,1,0,not_applicable,2021,8,15,COVID19_severe,7,8,1,3,0,161.0,20.0,0,grid_unreliable,2
8384,district_hospital,O2_0171,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,9.6,0,4,4,7,0,1,0,0,1,0,4,supplier_stockout,2023,2,11,pneumonia_child,2,9,0,6,0,164.0,46.0,1,generator_only,15
8385,district_hospital,O2_0016,rural,82,0,0,0,0,oxygen_concentrator,2,0,3.5,0,4,5,16,0,1,1,0,1,1,1,funding_for_refill,2024,3,11,pneumonia_child,4,7,0,4,0,141.0,67.0,1,none,8
8386,district_hospital,O2_0037,peri_urban,86,0,0,0,0,cylinder_portable,0,0,5.7,0,6,2,3,0,0,0,0,0,0,2,concentrator_malfunction,2022,12,21,sepsis,0,21,0,11,6,259.0,59.0,1,grid_unreliable,68
8387,district_hospital,O2_0078,peri_urban,55,0,0,0,0,cylinder_piped,1,0,2.5,0,2,1,0,0,0,0,0,1,1,0,not_applicable,2021,12,11,surgical_anaesthesia,6,5,0,2,0,173.0,43.0,1,grid_unreliable,50
8388,district_hospital,O2_0019,peri_urban,46,0,0,0,0,cylinder_piped,0,0,4.8,0,3,2,9,0,1,0,0,0,0,30,funding_for_refill,2022,5,12,surgical_anaesthesia,0,12,0,6,3,265.0,29.0,1,solar,0
8389,district_hospital,O2_0176,rural,42,0,0,0,0,oxygen_concentrator,1,0,3.0,0,3,6,61,0,0,0,0,1,0,0,not_applicable,2023,9,17,neonatal_respiratory,4,13,1,3,0,245.0,66.0,1,generator_only,3
8390,district_hospital,O2_0103,rural,9,0,0,0,0,cylinder_portable,0,0,12.2,0,6,2,3,0,0,0,0,1,1,0,not_applicable,2024,7,15,surgical_anaesthesia,6,9,0,4,0,170.0,245.0,0,none,4
8391,district_hospital,O2_0056,rural,43,0,0,0,0,oxygen_concentrator,0,0,0.2,0,5,4,0,0,0,0,0,1,1,1,cylinder_delivery_delay,2024,3,14,pneumonia_adult,6,8,0,2,0,153.0,29.0,1,grid_unreliable,7
8392,district_hospital,O2_0123,peri_urban,42,0,0,1,0,oxygen_concentrator,0,0,9.6,0,2,2,59,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,6,18,COVID19_severe,0,18,0,8,4,316.0,23.0,0,none,4
8393,district_hospital,O2_0190,peri_urban,70,0,0,0,0,none,0,0,0.1,0,2,7,9,0,1,0,0,0,0,16,cylinder_delivery_delay,2024,4,7,pneumonia_adult,0,7,0,1,1,155.0,4.0,1,generator_only,35
8394,district_hospital,O2_0132,rural,26,0,0,0,0,oxygen_concentrator,4,1,0.5,0,1,3,33,0,0,0,0,1,1,0,not_applicable,2021,1,13,COPD_exacerbation,6,7,0,1,0,136.0,35.0,0,grid_unreliable,21
8395,district_hospital,O2_0193,peri_urban,5,0,0,0,1,none,0,0,5.6,1,4,5,0,0,0,0,0,1,0,0,not_applicable,2021,5,14,pneumonia_adult,6,8,0,4,0,156.0,14.0,0,grid_reliable,4
8396,district_hospital,O2_0066,peri_urban,130,0,0,0,0,cylinder_portable,2,1,3.2,0,6,4,14,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,4,12,pneumonia_adult,0,12,0,5,1,270.0,3.0,1,none,26
8397,district_hospital,O2_0190,peri_urban,13,0,1,0,0,cylinder_piped,0,0,4.8,0,3,9,19,0,0,0,0,1,1,0,not_applicable,2021,3,13,surgical_anaesthesia,8,5,0,2,0,135.0,157.0,1,grid_unreliable,3
8398,district_hospital,O2_0017,peri_urban,61,0,0,1,0,oxygen_concentrator,2,0,6.2,0,4,4,57,0,0,0,0,1,1,0,not_applicable,2022,7,13,severe_malaria,7,6,0,3,0,315.0,65.0,0,generator_only,6
8399,district_hospital,O2_0164,urban,75,0,0,0,0,oxygen_concentrator,2,0,10.0,0,2,5,18,0,1,0,0,1,0,0,not_applicable,2023,9,12,pneumonia_child,6,6,0,1,0,251.0,129.0,0,grid_unreliable,0
8400,district_hospital,O2_0017,urban,60,0,0,0,0,cylinder_portable,2,1,1.3,0,3,6,18,0,0,0,0,1,1,0,not_applicable,2023,12,17,other_hypoxemia,7,10,0,2,0,159.0,71.0,0,solar,0
8401,district_hospital,O2_0188,rural,5,0,0,0,0,oxygen_concentrator,1,0,1.6,0,3,5,2,0,1,1,0,1,1,0,not_applicable,2023,9,10,surgical_anaesthesia,4,6,0,3,0,169.0,13.0,0,grid_unreliable,11
8402,district_hospital,O2_0138,rural,5,0,0,0,0,none,0,0,20.8,1,3,3,33,0,0,0,0,0,0,13,cylinder_delivery_delay,2024,12,10,sepsis,0,10,0,7,3,89.0,105.0,1,grid_unreliable,6
8403,district_hospital,O2_0026,rural,86,0,1,0,0,cylinder_piped,0,0,4.8,0,0,1,21,0,0,0,0,0,0,22,power_outage,2024,3,10,COPD_exacerbation,0,10,0,5,1,263.0,81.0,0,generator_only,16
8404,district_hospital,O2_0089,urban,90,0,0,0,0,oxygen_concentrator,2,0,0.9,0,3,2,51,0,1,0,0,1,1,0,not_applicable,2021,9,10,neonatal_respiratory,4,6,1,3,0,324.0,8.0,0,grid_unreliable,0
8405,district_hospital,O2_0006,urban,114,0,0,0,0,oxygen_concentrator,4,2,5.3,0,5,4,7,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,12,6,pneumonia_child,0,6,0,3,2,324.0,47.0,0,grid_unreliable,1
8406,district_hospital,O2_0075,rural,49,0,0,0,0,oxygen_concentrator,0,0,9.4,0,3,0,32,0,0,0,0,1,1,0,not_applicable,2021,7,15,neonatal_respiratory,9,6,1,4,0,106.0,12.0,0,grid_unreliable,6
8407,district_hospital,O2_0085,rural,53,0,1,0,0,LOX_bulk_tank,0,0,4.3,1,4,6,27,0,0,0,0,1,1,0,not_applicable,2024,7,17,pneumonia_adult,5,12,0,6,0,100.0,24.0,0,grid_unreliable,20
8408,district_hospital,O2_0159,rural,67,0,0,0,0,oxygen_concentrator,4,1,12.9,0,2,6,31,0,0,0,0,0,0,1,empty_cylinders_not_collected,2022,10,13,pneumonia_child,0,13,0,6,0,171.0,178.0,0,solar,6
8409,district_hospital,O2_0185,urban,90,0,0,0,0,cylinder_piped,0,0,0.2,0,5,4,0,0,0,0,0,1,1,0,not_applicable,2022,7,14,surgical_anaesthesia,6,8,1,3,0,198.0,38.0,0,solar,0
8410,district_hospital,O2_0039,rural,64,0,0,0,0,cylinder_portable,0,0,0.1,0,3,3,19,0,0,0,0,1,1,0,not_applicable,2021,10,12,pneumonia_child,5,7,0,3,0,80.0,7.0,1,generator_only,25
8411,district_hospital,O2_0077,urban,52,0,0,0,0,oxygen_concentrator,1,0,2.6,0,3,4,18,0,0,0,0,1,1,14,PSA_plant_breakdown,2024,10,13,COVID19_severe,5,8,1,2,0,208.0,26.0,0,generator_only,7
8412,district_hospital,O2_0105,urban,89,0,0,0,0,cylinder_portable,0,0,3.6,0,5,6,4,0,1,0,0,0,0,6,power_outage,2024,12,15,asthma_severe,0,15,0,7,4,184.0,60.0,0,grid_unreliable,7
8413,district_hospital,O2_0113,peri_urban,44,0,0,0,0,cylinder_portable,0,0,0.6,0,0,7,34,0,1,1,0,1,1,2,empty_cylinders_not_collected,2023,4,16,pneumonia_child,7,9,0,1,0,49.0,3.0,1,solar,36
8414,district_hospital,O2_0192,peri_urban,110,0,0,0,0,none,0,0,5.0,0,1,6,8,0,1,1,0,1,1,0,not_applicable,2023,6,11,COVID19_severe,5,6,0,1,0,213.0,84.0,0,grid_reliable,56
8415,district_hospital,O2_0090,rural,74,0,0,0,0,oxygen_concentrator,2,0,0.0,1,2,9,25,0,1,0,0,1,1,0,not_applicable,2022,7,15,pneumonia_child,5,10,0,5,0,145.0,41.0,1,none,1
8416,district_hospital,O2_0173,rural,38,0,0,0,0,cylinder_portable,0,0,0.3,0,4,4,4,0,0,0,0,1,1,0,not_applicable,2022,4,16,surgical_anaesthesia,2,14,0,9,0,127.0,56.0,0,grid_unreliable,0
8417,district_hospital,O2_0017,peri_urban,116,0,0,0,1,cylinder_piped,0,0,2.2,1,1,3,8,0,0,0,0,1,1,0,not_applicable,2021,3,10,COVID19_severe,4,6,0,3,0,91.0,277.0,1,grid_unreliable,22
8418,district_hospital,O2_0162,peri_urban,14,0,0,0,0,oxygen_concentrator,1,0,3.0,0,4,2,1,0,0,0,0,1,1,0,not_applicable,2024,10,15,surgical_anaesthesia,5,10,1,3,0,254.0,38.0,0,none,3
8419,district_hospital,O2_0048,rural,45,0,0,0,0,cylinder_piped,0,0,0.9,0,1,5,18,0,1,1,1,1,0,0,not_applicable,2023,5,11,surgical_anaesthesia,6,5,0,5,0,199.0,8.0,1,none,9
8420,district_hospital,O2_0175,peri_urban,84,0,0,0,0,cylinder_portable,0,0,1.0,0,3,3,33,0,0,0,0,0,0,9,concentrator_malfunction,2023,4,14,pneumonia_child,0,14,0,6,0,221.0,173.0,0,generator_only,0
8421,district_hospital,O2_0199,rural,18,0,0,0,0,oxygen_concentrator,1,0,0.6,0,3,1,93,0,1,1,1,1,1,0,not_applicable,2024,2,7,severe_malaria,2,5,0,4,0,194.0,13.0,0,generator_only,11
8422,district_hospital,O2_0006,urban,52,0,0,0,0,oxygen_concentrator,4,1,4.4,0,4,4,4,0,0,0,0,0,0,11,demand_surge,2024,8,18,asthma_severe,0,18,0,6,0,207.0,158.0,1,grid_reliable,0
8423,district_hospital,O2_0120,peri_urban,33,0,1,0,0,LOX_bulk_tank,0,0,18.0,0,7,2,39,0,0,0,0,1,0,0,not_applicable,2024,12,11,heart_failure,3,8,1,5,0,227.0,113.0,0,none,5
8424,district_hospital,O2_0171,rural,106,0,0,0,0,oxygen_concentrator,2,0,8.4,0,6,3,4,0,0,0,0,0,0,1,concentrator_malfunction,2021,1,9,pneumonia_child,0,9,0,4,4,93.0,35.0,0,grid_unreliable,4
8425,district_hospital,O2_0103,peri_urban,59,0,0,0,0,cylinder_portable,5,0,5.5,0,4,2,20,0,0,0,0,1,1,0,not_applicable,2022,4,7,trauma,2,5,1,3,0,294.0,225.0,1,solar,11
8426,district_hospital,O2_0053,rural,45,0,0,0,0,cylinder_portable,0,0,15.0,0,2,5,2,0,0,0,0,0,0,8,power_outage,2024,1,8,trauma,0,8,0,4,4,166.0,60.0,1,none,34
8427,district_hospital,O2_0152,peri_urban,81,0,0,0,1,cylinder_portable,0,0,14.6,1,3,4,9,0,0,0,0,0,0,11,power_outage,2022,7,20,surgical_anaesthesia,0,20,0,8,6,289.0,1.0,0,none,23
8428,district_hospital,O2_0151,rural,69,0,0,0,0,LOX_bulk_tank,0,0,6.8,0,2,8,78,0,0,0,0,0,0,6,concentrator_malfunction,2021,10,5,other_hypoxemia,0,5,0,3,1,172.0,57.0,0,generator_only,26
8429,district_hospital,O2_0036,peri_urban,67,0,0,0,0,oxygen_concentrator,3,0,7.5,0,3,5,3,0,0,0,0,1,0,0,not_applicable,2023,11,12,COVID19_severe,5,7,0,4,0,281.0,159.0,0,generator_only,25
8430,district_hospital,O2_0140,urban,24,0,0,0,0,cylinder_piped,0,0,7.1,0,3,3,3,0,0,0,0,0,0,5,PSA_plant_breakdown,2024,1,20,severe_malaria,0,20,0,13,3,302.0,4.0,1,grid_unreliable,19
8431,district_hospital,O2_0181,rural,5,0,0,0,0,none,0,0,0.9,0,1,4,0,0,1,1,0,0,0,9,regulator_valve_failure,2022,8,14,surgical_anaesthesia,0,14,0,7,4,156.0,12.0,1,none,14
8432,district_hospital,O2_0196,urban,66,0,0,0,0,oxygen_concentrator,4,0,7.9,0,0,5,10,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,11,16,sepsis,0,16,0,8,4,97.0,43.0,0,none,4
8433,district_hospital,O2_0182,rural,5,0,0,0,0,none,0,0,2.9,0,5,1,21,0,1,1,0,0,0,12,no_oxygen_source,2021,2,14,neonatal_respiratory,0,14,0,8,2,329.0,54.0,0,none,32
8434,district_hospital,O2_0024,urban,75,0,0,0,0,oxygen_concentrator,3,1,0.6,0,3,2,10,0,1,0,0,1,1,0,not_applicable,2021,3,11,surgical_anaesthesia,5,6,0,3,0,243.0,131.0,0,generator_only,24
8435,district_hospital,O2_0079,urban,48,0,0,0,0,none,0,0,0.1,0,2,3,15,0,0,0,0,1,1,0,not_applicable,2024,7,8,asthma_severe,4,4,0,1,0,151.0,12.0,0,none,47
8436,district_hospital,O2_0046,peri_urban,62,0,0,0,0,cylinder_portable,0,0,0.7,1,5,4,40,0,0,0,0,1,1,1,concentrator_malfunction,2022,2,13,COVID19_severe,6,7,0,3,0,61.0,52.0,0,grid_unreliable,0
8437,district_hospital,O2_0136,rural,100,0,0,0,0,none,0,0,5.4,0,4,2,12,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,5,19,heart_failure,0,19,0,13,6,299.0,61.0,1,none,4
8438,district_hospital,O2_0023,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,2.9,0,1,3,1,0,0,0,0,0,0,8,power_outage,2023,7,12,heart_failure,0,12,0,6,0,221.0,30.0,0,none,1
8439,district_hospital,O2_0034,rural,152,0,0,0,0,oxygen_concentrator,3,1,2.2,0,2,5,2,0,0,0,0,1,1,1,cylinder_delivery_delay,2024,9,12,surgical_anaesthesia,6,6,1,3,0,187.0,8.0,0,none,4
8440,district_hospital,O2_0083,rural,21,0,0,0,0,oxygen_concentrator,1,0,12.1,0,3,1,3,0,0,0,0,1,0,0,not_applicable,2023,1,11,COVID19_severe,4,7,0,4,0,93.0,12.0,0,solar,8
8441,district_hospital,O2_0180,peri_urban,111,0,0,0,0,oxygen_concentrator,2,0,16.9,0,3,6,1,0,0,0,0,0,0,8,power_outage,2023,7,7,trauma,0,7,0,1,0,310.0,33.0,1,generator_only,26
8442,district_hospital,O2_0159,rural,47,0,0,0,0,PSA_plant_onsite,0,0,1.4,0,4,3,73,0,0,0,0,1,1,0,not_applicable,2023,6,21,COVID19_severe,12,9,1,3,0,162.0,36.0,0,grid_unreliable,13
8443,district_hospital,O2_0153,peri_urban,63,0,0,0,0,oxygen_concentrator,3,1,0.9,0,2,2,43,0,0,0,0,0,0,5,cylinder_delivery_delay,2023,10,17,pneumonia_child,0,17,0,7,6,336.0,2.0,0,generator_only,21
8444,district_hospital,O2_0068,peri_urban,78,0,0,0,0,none,0,0,1.0,0,0,3,11,0,1,1,1,0,0,30,cylinder_delivery_delay,2022,8,15,pneumonia_child,0,15,0,5,3,99.0,140.0,0,solar,29
8445,district_hospital,O2_0146,urban,5,0,0,0,0,cylinder_portable,0,0,3.5,0,2,5,15,0,0,0,0,0,0,15,demand_surge,2022,8,8,pneumonia_child,0,8,0,6,3,240.0,16.0,0,generator_only,29
8446,district_hospital,O2_0120,peri_urban,90,0,0,0,0,cylinder_portable,0,0,1.3,0,4,3,5,0,0,0,0,0,0,14,PSA_plant_breakdown,2021,12,19,neonatal_respiratory,0,19,0,9,8,330.0,109.0,1,grid_unreliable,16
8447,district_hospital,O2_0107,rural,97,0,0,0,0,LOX_bulk_tank,0,0,6.0,0,1,3,2,0,0,0,0,0,0,12,funding_for_refill,2022,12,6,sepsis,0,6,0,5,2,130.0,76.0,0,grid_unreliable,6
8448,district_hospital,O2_0091,rural,32,0,0,0,0,cylinder_portable,0,0,1.2,0,5,0,24,0,0,0,0,1,1,0,not_applicable,2021,9,12,trauma,3,9,0,3,0,128.0,64.0,0,generator_only,13
8449,district_hospital,O2_0059,urban,45,0,0,0,0,none,0,0,5.2,0,0,7,9,0,1,0,0,1,1,0,not_applicable,2023,3,12,pneumonia_adult,3,9,1,4,0,89.0,5.0,1,none,4
8450,district_hospital,O2_0029,rural,52,0,0,0,0,cylinder_portable,0,0,3.7,0,5,1,1,0,0,0,0,0,0,30,power_outage,2023,9,5,pneumonia_child,0,5,0,2,2,164.0,19.0,1,none,1
8451,district_hospital,O2_0156,rural,71,0,0,0,0,cylinder_piped,0,0,9.6,0,2,8,24,0,0,0,0,1,0,0,not_applicable,2022,1,11,surgical_anaesthesia,7,4,0,2,0,233.0,191.0,0,grid_unreliable,0
8452,district_hospital,O2_0075,rural,95,0,0,0,0,cylinder_piped,0,0,3.9,0,2,4,45,0,0,0,0,0,0,2,empty_cylinders_not_collected,2023,10,6,surgical_anaesthesia,0,6,0,2,3,179.0,12.0,1,generator_only,1
8453,district_hospital,O2_0132,rural,103,0,0,0,0,cylinder_portable,0,0,1.5,0,4,3,48,0,0,0,0,1,1,0,not_applicable,2022,1,13,COVID19_severe,2,11,1,7,0,264.0,2.0,1,generator_only,4
8454,district_hospital,O2_0011,rural,96,0,0,0,0,cylinder_piped,0,0,4.3,0,4,7,51,0,0,0,0,0,0,7,cylinder_delivery_delay,2022,2,11,other_hypoxemia,0,11,0,5,5,253.0,100.0,0,generator_only,0
8455,district_hospital,O2_0183,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,5.2,0,1,4,10,0,0,0,0,0,0,2,concentrator_malfunction,2022,11,8,trauma,0,8,0,6,0,178.0,56.0,1,generator_only,12
8456,district_hospital,O2_0124,peri_urban,66,0,0,0,0,cylinder_portable,0,0,16.1,0,4,6,53,0,0,0,0,1,1,12,concentrator_malfunction,2023,1,5,trauma,2,3,1,1,0,186.0,0.0,0,generator_only,2
8457,district_hospital,O2_0170,rural,5,0,0,0,0,cylinder_portable,0,0,2.1,0,0,3,19,0,1,1,0,0,0,1,supplier_stockout,2021,12,12,neonatal_respiratory,0,12,0,5,3,298.0,18.0,0,generator_only,6
8458,district_hospital,O2_0165,peri_urban,42,0,0,0,0,oxygen_concentrator,2,1,0.4,0,2,7,1,0,1,0,0,1,1,0,not_applicable,2022,1,16,asthma_severe,2,14,1,5,0,197.0,1.0,1,none,13
8459,district_hospital,O2_0072,rural,30,0,0,0,0,cylinder_portable,0,0,10.8,0,3,4,11,0,1,0,0,0,0,1,concentrator_malfunction,2022,4,8,pneumonia_adult,0,8,0,3,4,77.0,28.0,1,none,9
8460,district_hospital,O2_0095,peri_urban,5,0,0,0,0,cylinder_portable,0,0,3.5,0,1,4,3,0,0,0,0,0,0,14,concentrator_malfunction,2023,8,11,pneumonia_child,0,11,0,2,5,170.0,109.0,1,grid_unreliable,9
8461,district_hospital,O2_0155,peri_urban,51,0,0,0,0,oxygen_concentrator,2,0,2.0,0,6,0,11,0,0,0,0,1,0,0,not_applicable,2024,2,18,sepsis,9,9,1,3,0,229.0,54.0,1,grid_unreliable,21
8462,district_hospital,O2_0182,rural,32,0,0,1,0,oxygen_concentrator,3,0,12.2,0,0,2,2,0,0,0,0,0,0,1,no_oxygen_source,2022,7,14,COVID19_severe,0,14,0,2,4,183.0,44.0,1,grid_unreliable,19
8463,district_hospital,O2_0073,urban,59,0,0,0,0,cylinder_portable,0,0,0.1,0,1,5,20,0,0,0,0,1,0,0,not_applicable,2024,9,13,severe_malaria,5,8,0,5,0,203.0,25.0,0,grid_unreliable,6
8464,district_hospital,O2_0137,peri_urban,47,0,0,0,0,oxygen_concentrator,4,1,2.7,0,4,4,25,0,0,0,0,0,0,11,power_outage,2021,2,8,pneumonia_child,0,8,0,4,1,63.0,16.0,0,grid_unreliable,19
8465,district_hospital,O2_0100,peri_urban,96,0,0,0,0,cylinder_portable,0,0,16.7,0,0,2,34,0,0,0,0,0,0,10,concentrator_malfunction,2024,2,11,heart_failure,0,11,0,5,1,100.0,133.0,0,grid_unreliable,7
8466,district_hospital,O2_0190,rural,5,0,0,0,0,none,0,0,6.2,0,3,4,1,0,0,0,0,0,0,1,demand_surge,2024,12,14,neonatal_respiratory,0,14,0,5,5,231.0,80.0,0,grid_unreliable,8
8467,district_hospital,O2_0177,rural,78,0,0,0,0,oxygen_concentrator,2,1,0.5,0,5,2,61,0,0,0,0,0,0,23,cylinder_delivery_delay,2023,5,13,COVID19_severe,0,13,0,5,3,332.0,81.0,0,solar,44
8468,district_hospital,O2_0192,peri_urban,5,0,0,0,0,cylinder_portable,4,1,1.9,0,5,0,45,0,0,0,0,1,1,0,not_applicable,2023,8,13,other_hypoxemia,5,8,1,2,0,251.0,59.0,1,generator_only,132
8469,district_hospital,O2_0010,urban,47,0,1,0,0,none,0,0,3.6,0,3,1,1,0,0,0,0,0,0,1,demand_surge,2021,10,16,pneumonia_child,0,16,0,10,3,155.0,17.0,1,none,37
8470,district_hospital,O2_0159,peri_urban,74,0,0,0,0,cylinder_portable,0,0,0.3,1,3,8,21,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,9,23,COPD_exacerbation,0,23,0,10,3,260.0,160.0,0,generator_only,17
8471,district_hospital,O2_0136,rural,9,0,0,0,0,oxygen_concentrator,0,0,2.7,0,8,3,27,0,1,1,1,0,0,2,empty_cylinders_not_collected,2024,1,18,pneumonia_child,0,18,0,5,6,215.0,53.0,1,grid_unreliable,41
8472,district_hospital,O2_0059,rural,5,0,0,0,0,oxygen_concentrator,3,1,10.7,0,1,2,70,0,1,1,1,0,0,6,demand_surge,2023,7,10,COPD_exacerbation,0,10,0,5,2,281.0,7.0,1,grid_unreliable,14
8473,district_hospital,O2_0110,rural,87,0,1,0,0,oxygen_concentrator,2,0,7.0,1,2,9,11,0,0,0,0,0,0,7,demand_surge,2023,5,18,COVID19_severe,0,18,0,5,6,192.0,14.0,1,none,30
8474,district_hospital,O2_0136,peri_urban,76,0,0,0,0,cylinder_portable,1,0,0.1,0,3,5,18,0,1,1,1,0,0,13,cylinder_delivery_delay,2022,5,8,COPD_exacerbation,0,8,0,3,0,136.0,33.0,1,solar,4
8475,district_hospital,O2_0151,rural,31,0,0,0,0,oxygen_concentrator,4,2,4.6,0,4,2,15,0,0,0,0,0,0,13,power_outage,2022,5,10,pneumonia_adult,0,10,0,3,0,300.0,5.0,1,grid_unreliable,14
8476,district_hospital,O2_0164,urban,80,0,1,0,0,cylinder_portable,0,0,8.3,0,3,5,10,0,1,0,0,1,1,0,not_applicable,2022,6,8,neonatal_respiratory,4,4,0,1,0,171.0,3.0,0,grid_unreliable,1
8477,district_hospital,O2_0089,urban,67,0,0,0,0,oxygen_concentrator,3,1,12.6,0,3,6,16,0,0,0,0,1,0,5,cylinder_delivery_delay,2024,11,11,pneumonia_child,3,8,0,3,0,204.0,33.0,0,none,20
8478,district_hospital,O2_0013,peri_urban,64,0,0,0,0,cylinder_piped,0,0,10.6,0,2,1,0,0,0,0,0,1,1,3,power_outage,2023,9,13,pneumonia_adult,6,7,0,2,0,157.0,46.0,0,grid_unreliable,1
8479,district_hospital,O2_0139,peri_urban,21,0,0,0,0,oxygen_concentrator,0,0,0.2,1,4,4,15,0,0,0,0,1,1,0,not_applicable,2024,10,8,pneumonia_child,2,6,1,2,0,111.0,17.0,1,grid_unreliable,2
8480,district_hospital,O2_0157,rural,98,0,0,0,0,cylinder_portable,1,0,3.9,0,4,2,11,0,0,0,0,1,1,0,not_applicable,2023,9,5,neonatal_respiratory,2,3,1,2,0,188.0,7.0,1,grid_unreliable,2
8481,district_hospital,O2_0023,rural,52,0,0,1,0,cylinder_portable,0,0,6.1,1,3,5,0,0,0,0,0,1,1,7,funding_for_refill,2023,4,11,severe_malaria,4,7,1,4,0,206.0,70.0,0,none,1
8482,district_hospital,O2_0059,peri_urban,76,0,0,0,0,cylinder_portable,0,0,1.9,0,0,2,2,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,8,14,pneumonia_adult,0,14,0,7,6,272.0,34.0,1,grid_unreliable,3
8483,district_hospital,O2_0096,rural,38,0,0,0,0,cylinder_portable,0,0,4.7,0,4,3,33,0,1,0,0,1,1,0,not_applicable,2024,11,16,COPD_exacerbation,5,11,1,4,0,183.0,61.0,0,none,39
8484,district_hospital,O2_0116,rural,152,0,0,0,0,cylinder_piped,0,0,0.0,0,5,4,35,0,0,0,0,0,0,11,funding_for_refill,2022,3,12,sepsis,0,12,0,7,3,228.0,46.0,0,none,5
8485,district_hospital,O2_0167,rural,100,0,0,0,0,oxygen_concentrator,0,0,0.2,0,2,2,31,0,0,0,0,1,0,0,not_applicable,2021,3,16,COPD_exacerbation,7,9,0,5,0,192.0,0.0,1,grid_unreliable,9
8486,district_hospital,O2_0094,rural,40,0,0,0,0,cylinder_portable,0,0,0.6,0,1,4,28,0,0,0,0,0,0,29,piping_system_leak,2022,7,14,pneumonia_adult,0,14,0,7,3,253.0,6.0,1,grid_unreliable,13
8487,district_hospital,O2_0049,urban,116,0,0,0,0,none,0,0,0.6,0,4,3,45,0,1,0,0,0,0,30,cylinder_delivery_delay,2022,8,12,surgical_anaesthesia,0,12,0,6,4,213.0,19.0,0,none,31
8488,district_hospital,O2_0176,rural,101,0,0,1,0,oxygen_concentrator,3,1,1.3,0,4,4,5,0,1,0,0,0,0,15,empty_cylinders_not_collected,2022,6,12,pneumonia_adult,0,12,0,5,7,248.0,14.0,1,solar,8
8489,district_hospital,O2_0029,rural,45,0,0,0,0,none,0,0,4.3,0,1,6,15,0,1,0,0,0,0,29,demand_surge,2024,5,20,pneumonia_child,0,20,0,15,7,218.0,26.0,1,grid_unreliable,10
8490,district_hospital,O2_0025,rural,93,0,0,0,0,none,0,0,9.5,1,2,4,5,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,5,11,severe_malaria,0,11,0,5,4,154.0,19.0,0,grid_unreliable,6
8491,district_hospital,O2_0152,peri_urban,113,0,0,0,0,cylinder_portable,0,0,0.7,0,4,2,44,0,0,0,0,1,1,0,not_applicable,2024,1,3,pneumonia_child,1,2,0,1,0,196.0,118.0,1,grid_unreliable,11
8492,district_hospital,O2_0070,rural,37,0,0,0,0,cylinder_portable,0,0,19.8,0,5,3,2,0,0,0,0,0,0,8,demand_surge,2021,9,11,severe_malaria,0,11,0,3,5,219.0,244.0,0,grid_unreliable,22
8493,district_hospital,O2_0195,peri_urban,95,0,0,0,0,LOX_bulk_tank,2,0,3.0,0,3,3,13,0,0,0,0,0,0,4,concentrator_malfunction,2023,7,21,COVID19_severe,0,21,0,9,1,182.0,64.0,1,grid_unreliable,6
8494,district_hospital,O2_0144,peri_urban,53,0,0,0,0,LOX_bulk_tank,0,0,1.5,0,3,4,29,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,12,9,severe_malaria,0,9,0,1,1,189.0,19.0,1,grid_unreliable,14
8495,district_hospital,O2_0119,peri_urban,84,0,0,0,0,cylinder_piped,0,0,4.7,0,1,4,9,0,0,0,0,0,0,10,demand_surge,2022,8,11,pneumonia_adult,0,11,0,4,5,303.0,11.0,0,grid_unreliable,16
8496,district_hospital,O2_0136,rural,82,0,0,0,0,oxygen_concentrator,3,1,0.7,0,2,3,18,0,0,0,0,1,1,0,not_applicable,2023,4,11,pneumonia_child,4,7,0,1,0,285.0,30.0,0,none,1
8497,district_hospital,O2_0191,peri_urban,65,0,0,0,0,LOX_bulk_tank,0,0,1.8,0,3,5,1,0,1,0,0,1,1,2,PSA_plant_breakdown,2022,3,21,severe_malaria,11,10,0,5,0,221.0,23.0,0,generator_only,9
8498,district_hospital,O2_0184,rural,15,0,0,0,0,oxygen_concentrator,1,0,10.7,0,5,2,23,0,0,0,0,0,0,4,cylinder_delivery_delay,2021,7,12,other_hypoxemia,0,12,0,5,6,130.0,97.0,1,grid_unreliable,5
8499,district_hospital,O2_0086,rural,71,0,0,0,0,cylinder_portable,0,0,7.4,0,0,6,25,0,1,1,0,1,0,1,empty_cylinders_not_collected,2021,7,17,severe_malaria,6,11,1,5,0,179.0,27.0,0,grid_reliable,67
8500,district_hospital,O2_0116,peri_urban,83,0,0,0,0,none,0,0,2.8,1,4,3,0,0,0,0,0,1,1,1,regulator_valve_failure,2023,12,9,COPD_exacerbation,5,4,0,2,0,148.0,19.0,0,none,49
8501,district_hospital,O2_0009,rural,60,0,1,0,0,LOX_bulk_tank,0,0,10.9,0,2,5,28,0,0,0,0,0,0,9,funding_for_refill,2024,12,5,pneumonia_adult,0,5,0,5,1,107.0,11.0,1,grid_unreliable,8
8502,district_hospital,O2_0052,rural,10,0,0,1,0,cylinder_piped,0,0,7.5,0,4,5,12,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,5,13,COPD_exacerbation,0,13,0,2,0,297.0,3.0,1,none,8
8503,district_hospital,O2_0004,peri_urban,29,0,0,1,0,oxygen_concentrator,2,0,11.9,0,3,3,88,0,0,0,0,1,0,0,not_applicable,2023,10,15,COPD_exacerbation,3,12,1,4,0,118.0,45.0,0,grid_unreliable,0
8504,district_hospital,O2_0185,rural,5,0,0,0,0,oxygen_concentrator,3,0,2.1,0,7,7,1,0,0,0,0,0,0,1,power_outage,2022,8,13,COVID19_severe,0,13,0,7,5,27.0,98.0,0,grid_reliable,7
8505,district_hospital,O2_0015,urban,32,0,0,0,0,cylinder_portable,0,0,12.4,0,3,2,10,0,0,0,0,0,0,5,demand_surge,2022,5,6,sepsis,0,6,0,2,2,1.0,8.0,1,grid_unreliable,14
8506,district_hospital,O2_0107,peri_urban,86,0,0,0,0,oxygen_concentrator,1,0,1.5,0,2,5,38,0,0,0,0,0,0,6,empty_cylinders_not_collected,2024,2,10,surgical_anaesthesia,0,10,0,4,2,299.0,26.0,0,grid_reliable,12
8507,district_hospital,O2_0033,peri_urban,28,0,0,0,0,cylinder_portable,4,1,2.5,0,5,3,3,0,1,0,0,0,0,1,concentrator_malfunction,2023,5,6,asthma_severe,0,6,0,3,2,315.0,173.0,0,grid_unreliable,7
8508,district_hospital,O2_0031,peri_urban,11,0,0,0,0,cylinder_portable,3,1,0.8,0,3,7,1,0,0,0,0,0,0,1,regulator_valve_failure,2021,1,12,neonatal_respiratory,0,12,0,5,1,283.0,3.0,0,none,11
8509,district_hospital,O2_0043,rural,13,0,0,0,0,none,0,0,9.4,0,3,4,1,0,1,0,0,1,1,0,not_applicable,2024,11,6,heart_failure,1,5,0,1,0,206.0,4.0,1,grid_reliable,10
8510,district_hospital,O2_0092,rural,151,0,0,0,0,oxygen_concentrator,2,1,13.3,0,4,5,37,0,0,0,0,0,0,20,no_oxygen_source,2024,6,15,pneumonia_adult,0,15,0,5,3,220.0,33.0,0,grid_unreliable,12
8511,district_hospital,O2_0189,peri_urban,43,0,0,0,0,cylinder_piped,2,0,12.3,0,1,6,3,0,1,0,0,1,0,0,not_applicable,2022,7,5,severe_malaria,0,5,0,3,0,345.0,71.0,0,grid_unreliable,33
8512,district_hospital,O2_0117,rural,35,0,0,0,0,cylinder_piped,0,0,3.2,0,0,2,2,0,0,0,0,1,1,0,not_applicable,2023,1,7,COVID19_severe,3,4,0,4,0,293.0,49.0,0,none,5
8513,district_hospital,O2_0011,rural,5,1,0,0,0,none,0,0,7.2,0,2,3,22,0,1,0,0,0,0,4,PSA_plant_breakdown,2022,6,10,pneumonia_child,0,10,0,4,2,267.0,14.0,1,grid_reliable,22
8514,district_hospital,O2_0131,peri_urban,50,0,0,0,0,cylinder_piped,0,0,6.9,0,5,6,1,0,0,0,0,1,1,0,not_applicable,2022,3,13,pneumonia_child,3,10,0,5,0,156.0,33.0,1,none,15
8515,district_hospital,O2_0062,urban,78,0,0,0,0,cylinder_portable,0,0,6.7,0,3,7,12,0,0,0,0,0,0,9,concentrator_malfunction,2023,6,11,other_hypoxemia,0,11,0,5,4,116.0,60.0,0,grid_unreliable,12
8516,district_hospital,O2_0073,urban,80,0,0,0,0,cylinder_portable,0,0,15.3,0,6,1,2,0,0,0,0,1,1,0,not_applicable,2022,2,13,asthma_severe,1,12,1,6,0,345.0,63.0,1,grid_unreliable,40
8517,district_hospital,O2_0060,rural,11,0,0,0,0,cylinder_piped,1,0,14.7,0,1,3,11,0,0,0,0,1,1,0,not_applicable,2024,6,10,neonatal_respiratory,6,4,0,0,0,250.0,19.0,0,solar,4
8518,district_hospital,O2_0173,rural,57,0,0,0,0,cylinder_portable,0,0,9.2,1,2,6,4,0,1,1,0,0,0,10,piping_system_leak,2021,4,13,COVID19_severe,0,13,0,6,4,196.0,56.0,1,none,0
8519,district_hospital,O2_0084,rural,21,0,0,0,1,LOX_bulk_tank,0,0,2.1,1,3,3,31,0,1,0,0,0,0,7,funding_for_refill,2022,7,19,sepsis,0,19,0,8,6,229.0,20.0,0,grid_unreliable,0
8520,district_hospital,O2_0184,peri_urban,40,0,0,0,0,none,0,0,0.1,0,0,4,16,0,0,0,0,1,1,0,not_applicable,2022,5,14,severe_malaria,5,9,0,5,0,195.0,52.0,1,grid_reliable,18
8521,district_hospital,O2_0089,rural,71,0,0,0,0,none,2,1,2.9,0,4,5,7,0,0,0,0,1,1,0,not_applicable,2023,8,8,other_hypoxemia,1,7,0,3,0,332.0,4.0,1,solar,1
8522,district_hospital,O2_0118,peri_urban,65,0,0,0,0,none,0,0,4.1,0,1,3,9,0,0,0,0,1,1,0,not_applicable,2024,12,10,pneumonia_child,6,4,0,3,0,162.0,82.0,1,none,43
8523,district_hospital,O2_0046,rural,65,0,0,0,0,PSA_plant_onsite,0,0,5.2,0,4,1,2,1,0,0,0,1,1,0,not_applicable,2022,10,13,severe_malaria,4,9,0,4,0,246.0,22.0,0,grid_unreliable,0
8524,district_hospital,O2_0051,rural,59,0,0,0,0,cylinder_portable,0,0,3.0,0,5,6,14,0,0,0,0,1,1,0,not_applicable,2023,11,11,pneumonia_child,7,4,1,1,0,204.0,65.0,0,grid_unreliable,12
8525,district_hospital,O2_0167,urban,92,0,0,0,0,oxygen_concentrator,1,0,9.9,0,1,8,11,0,1,1,0,0,0,1,cylinder_delivery_delay,2021,8,11,severe_malaria,0,11,0,5,5,269.0,63.0,1,generator_only,1
8526,district_hospital,O2_0177,urban,72,0,0,0,0,cylinder_portable,0,0,16.0,1,2,2,41,0,1,0,0,1,0,0,not_applicable,2023,7,15,trauma,7,8,0,3,0,281.0,6.0,1,none,9
8527,district_hospital,O2_0112,peri_urban,58,0,0,0,0,oxygen_concentrator,0,0,7.0,0,1,8,15,0,0,0,0,1,0,0,not_applicable,2023,11,13,pneumonia_adult,6,7,0,4,0,278.0,25.0,0,generator_only,7
8528,district_hospital,O2_0020,rural,15,0,0,0,0,oxygen_concentrator,3,1,8.3,0,5,8,17,0,0,0,0,1,1,0,not_applicable,2023,2,6,heart_failure,0,6,0,3,0,185.0,116.0,0,generator_only,5
8529,district_hospital,O2_0016,rural,84,0,0,0,0,none,0,0,2.6,0,2,5,3,0,0,0,0,1,1,3,empty_cylinders_not_collected,2024,2,15,COVID19_severe,8,7,0,4,0,185.0,10.0,0,none,8
8530,district_hospital,O2_0171,urban,67,0,0,0,0,cylinder_portable,0,0,1.8,0,0,1,23,0,1,1,0,1,1,0,not_applicable,2022,12,13,trauma,6,7,0,1,0,268.0,27.0,1,solar,0
8531,district_hospital,O2_0028,peri_urban,69,0,0,0,0,oxygen_concentrator,3,1,1.8,0,2,6,103,0,0,0,0,0,0,22,concentrator_malfunction,2021,9,10,trauma,0,10,0,4,4,207.0,0.0,1,none,3
8532,district_hospital,O2_0132,rural,35,0,0,0,0,cylinder_piped,0,0,7.6,0,3,6,56,0,1,0,0,1,1,0,not_applicable,2022,12,13,COVID19_severe,7,6,0,3,0,190.0,13.0,0,generator_only,1
8533,district_hospital,O2_0096,rural,48,0,0,0,0,oxygen_concentrator,2,0,2.7,0,2,1,13,0,0,0,0,1,1,2,demand_surge,2021,12,14,COVID19_severe,7,7,0,3,0,244.0,75.0,0,grid_unreliable,18
8534,district_hospital,O2_0123,rural,103,0,1,0,0,oxygen_concentrator,0,0,2.3,0,2,6,24,0,0,0,0,0,0,19,power_outage,2022,4,11,pneumonia_adult,0,11,0,6,2,246.0,164.0,0,solar,5
8535,district_hospital,O2_0076,peri_urban,54,0,0,0,0,oxygen_concentrator,3,1,6.2,0,2,6,69,0,0,0,0,0,0,24,concentrator_malfunction,2024,3,14,COVID19_severe,0,14,0,3,3,107.0,18.0,1,none,12
8536,district_hospital,O2_0173,rural,104,0,0,0,0,cylinder_portable,0,0,1.9,0,4,2,25,0,0,0,0,1,1,0,not_applicable,2022,5,21,severe_malaria,10,11,0,7,0,118.0,9.0,0,solar,21
8537,district_hospital,O2_0151,rural,88,0,0,0,0,oxygen_concentrator,3,0,3.8,0,2,3,0,0,1,0,0,0,0,2,power_outage,2024,7,16,severe_malaria,0,16,0,7,5,201.0,29.0,0,none,3
8538,district_hospital,O2_0162,rural,101,0,0,0,0,cylinder_portable,0,0,1.2,0,3,3,17,0,0,0,0,1,1,0,not_applicable,2021,12,12,other_hypoxemia,4,8,0,2,0,271.0,25.0,0,grid_unreliable,10
8539,district_hospital,O2_0082,peri_urban,34,0,0,0,0,cylinder_portable,0,0,3.0,0,6,2,0,0,0,0,0,0,0,30,concentrator_malfunction,2022,5,14,other_hypoxemia,0,14,0,6,3,263.0,72.0,0,grid_reliable,6
8540,district_hospital,O2_0013,rural,68,0,0,0,0,none,3,0,1.3,0,4,2,7,0,0,0,0,0,0,2,empty_cylinders_not_collected,2024,5,14,severe_malaria,0,14,0,7,6,212.0,2.0,0,grid_unreliable,0
8541,district_hospital,O2_0075,peri_urban,52,0,1,0,0,oxygen_concentrator,1,0,2.7,0,4,4,29,0,1,0,0,0,0,1,concentrator_malfunction,2023,2,18,severe_malaria,0,18,0,9,6,172.0,40.0,1,none,10
8542,district_hospital,O2_0163,rural,6,1,0,0,0,oxygen_concentrator,3,1,6.2,0,4,5,2,0,1,0,0,1,1,0,not_applicable,2021,12,12,heart_failure,6,6,0,3,0,168.0,36.0,0,none,104
8543,district_hospital,O2_0147,rural,71,0,0,0,0,cylinder_piped,0,0,4.6,0,3,4,3,0,0,0,0,1,1,2,empty_cylinders_not_collected,2024,11,12,neonatal_respiratory,7,5,1,5,0,246.0,59.0,1,grid_unreliable,0
8544,district_hospital,O2_0175,rural,30,0,0,1,1,oxygen_concentrator,1,0,1.8,1,4,8,84,0,0,0,0,0,0,3,power_outage,2022,11,12,pneumonia_child,0,12,0,5,1,147.0,44.0,1,grid_unreliable,11
8545,district_hospital,O2_0097,urban,63,0,0,0,0,cylinder_portable,0,0,3.2,0,2,0,14,0,1,0,0,1,1,2,cylinder_delivery_delay,2023,12,11,COVID19_severe,4,7,0,3,0,208.0,18.0,0,solar,4
8546,district_hospital,O2_0096,rural,76,0,0,0,0,cylinder_piped,0,0,1.6,0,2,3,0,0,0,0,0,0,0,4,funding_for_refill,2024,11,21,trauma,0,21,0,5,3,162.0,35.0,0,grid_reliable,7
8547,district_hospital,O2_0074,rural,33,0,0,0,0,oxygen_concentrator,3,0,1.4,0,3,7,12,0,0,0,0,1,0,0,not_applicable,2022,4,8,COPD_exacerbation,3,5,1,1,0,231.0,51.0,1,none,18
8548,district_hospital,O2_0118,rural,87,0,0,0,0,oxygen_concentrator,3,1,0.1,0,2,6,25,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,3,11,pneumonia_adult,0,11,0,6,5,253.0,52.0,0,grid_unreliable,1
8549,district_hospital,O2_0067,peri_urban,115,0,0,0,0,oxygen_concentrator,4,2,0.1,0,4,4,3,0,0,0,0,0,0,12,regulator_valve_failure,2023,7,8,pneumonia_child,0,8,0,4,3,206.0,36.0,0,grid_unreliable,4
8550,district_hospital,O2_0165,peri_urban,61,0,0,0,0,oxygen_concentrator,1,0,6.7,0,3,11,10,0,0,0,0,1,0,0,not_applicable,2024,9,10,pneumonia_adult,3,7,1,2,0,351.0,71.0,1,grid_unreliable,10
8551,district_hospital,O2_0128,rural,40,0,0,0,0,oxygen_concentrator,2,1,6.2,0,2,5,13,0,1,1,0,1,0,6,empty_cylinders_not_collected,2022,3,14,other_hypoxemia,6,8,1,3,0,242.0,111.0,0,grid_unreliable,3
8552,district_hospital,O2_0127,peri_urban,41,0,0,0,0,cylinder_piped,0,0,7.6,0,1,2,13,0,1,0,0,1,0,0,not_applicable,2024,3,12,surgical_anaesthesia,6,6,1,3,0,271.0,109.0,1,generator_only,31
8553,district_hospital,O2_0186,peri_urban,71,0,0,0,0,cylinder_piped,1,0,12.3,0,2,2,5,0,0,0,0,1,1,0,not_applicable,2023,11,13,severe_malaria,8,5,0,3,0,219.0,30.0,0,none,1
8554,district_hospital,O2_0100,rural,5,0,0,1,0,cylinder_portable,2,0,2.5,0,5,3,23,0,1,0,0,0,0,2,cylinder_delivery_delay,2022,11,11,COPD_exacerbation,0,11,0,4,0,169.0,61.0,0,solar,5
8555,district_hospital,O2_0182,urban,97,0,0,0,0,cylinder_piped,0,0,21.2,0,1,3,37,0,0,0,0,1,1,0,not_applicable,2023,12,12,pneumonia_child,5,7,0,5,0,324.0,0.0,0,generator_only,17
8556,district_hospital,O2_0149,rural,72,0,0,0,0,cylinder_portable,0,0,0.6,0,0,5,22,0,0,0,0,0,0,3,piping_system_leak,2023,9,11,other_hypoxemia,0,11,0,7,2,239.0,24.0,0,grid_unreliable,25
8557,district_hospital,O2_0023,urban,22,0,0,0,0,cylinder_portable,1,0,6.2,0,2,3,7,0,0,0,0,0,0,23,concentrator_malfunction,2024,8,18,pneumonia_adult,0,18,0,8,3,168.0,19.0,0,grid_unreliable,6
8558,district_hospital,O2_0144,rural,62,0,0,0,0,none,0,0,0.4,0,2,3,17,0,0,0,0,1,0,1,no_oxygen_source,2021,4,6,neonatal_respiratory,3,3,1,3,0,379.0,2.0,0,grid_unreliable,0
8559,district_hospital,O2_0130,peri_urban,123,0,0,0,0,oxygen_concentrator,0,0,6.3,0,2,4,40,0,0,0,0,0,0,13,concentrator_malfunction,2023,12,11,COVID19_severe,0,11,0,3,3,240.0,198.0,1,grid_reliable,7
8560,district_hospital,O2_0048,urban,32,0,0,0,0,cylinder_portable,0,0,0.1,0,3,7,95,0,1,1,1,0,0,4,concentrator_malfunction,2024,4,17,heart_failure,0,17,0,3,1,173.0,40.0,0,grid_unreliable,28
8561,district_hospital,O2_0193,urban,82,0,0,0,0,oxygen_concentrator,0,0,2.0,0,1,4,23,0,0,0,0,1,1,0,not_applicable,2024,10,15,sepsis,6,9,1,4,0,262.0,32.0,0,grid_reliable,19
8562,district_hospital,O2_0012,peri_urban,163,0,0,0,0,oxygen_concentrator,4,1,2.5,0,2,6,5,0,0,0,0,0,0,10,concentrator_malfunction,2022,12,9,sepsis,0,9,0,5,3,89.0,11.0,1,grid_unreliable,3
8563,district_hospital,O2_0112,peri_urban,48,0,0,0,0,oxygen_concentrator,0,0,4.2,0,1,1,5,0,0,0,0,1,1,0,not_applicable,2023,4,14,severe_malaria,8,6,0,1,0,79.0,65.0,0,none,1
8564,district_hospital,O2_0195,rural,46,0,0,0,0,cylinder_portable,0,0,0.2,0,1,6,4,0,0,0,0,0,0,1,concentrator_malfunction,2022,2,10,COVID19_severe,0,10,0,7,4,161.0,9.0,0,grid_unreliable,0
8565,district_hospital,O2_0114,peri_urban,67,0,0,0,0,cylinder_piped,0,0,14.1,0,2,5,30,0,0,0,0,1,0,2,supplier_stockout,2021,11,13,other_hypoxemia,5,8,0,5,0,86.0,38.0,1,solar,18
8566,district_hospital,O2_0074,urban,63,0,0,0,0,oxygen_concentrator,2,0,1.7,0,4,5,27,0,0,0,0,1,1,0,not_applicable,2021,9,16,severe_malaria,5,11,1,6,0,213.0,9.0,0,grid_reliable,18
8567,district_hospital,O2_0048,rural,44,0,0,0,0,oxygen_concentrator,3,1,1.2,0,6,5,12,0,0,0,0,0,0,2,piping_system_leak,2024,2,9,pneumonia_adult,0,9,0,3,0,166.0,116.0,0,solar,2
8568,district_hospital,O2_0120,peri_urban,43,0,0,0,0,cylinder_piped,1,0,1.1,0,2,5,4,0,0,0,0,1,0,0,not_applicable,2022,12,13,surgical_anaesthesia,6,7,1,3,0,205.0,158.0,1,grid_unreliable,5
8569,district_hospital,O2_0019,rural,114,0,0,0,0,cylinder_portable,0,0,1.0,0,2,4,2,0,1,0,0,0,0,7,no_oxygen_source,2021,5,15,COPD_exacerbation,0,15,0,6,2,128.0,103.0,0,grid_unreliable,11
8570,district_hospital,O2_0130,peri_urban,97,0,0,0,0,LOX_bulk_tank,0,0,14.5,0,3,4,1,0,0,0,0,1,1,0,not_applicable,2021,2,13,COVID19_severe,7,6,1,4,0,318.0,15.0,0,grid_reliable,34
8571,district_hospital,O2_0090,peri_urban,128,0,0,0,0,none,0,0,8.8,0,1,2,3,0,1,1,0,1,1,8,funding_for_refill,2023,12,17,pneumonia_adult,7,10,1,6,0,237.0,36.0,0,solar,22
8572,district_hospital,O2_0058,peri_urban,77,0,0,0,0,none,0,0,1.3,0,0,5,55,0,0,0,0,0,0,18,power_outage,2024,6,11,trauma,0,11,0,4,0,117.0,11.0,0,none,24
8573,district_hospital,O2_0026,urban,12,0,0,0,0,none,0,0,4.5,0,1,4,45,0,0,0,0,1,0,0,not_applicable,2022,6,10,surgical_anaesthesia,2,8,1,6,0,173.0,8.0,1,grid_reliable,3
8574,district_hospital,O2_0036,rural,49,0,0,0,0,none,0,0,3.5,0,3,7,18,0,0,0,0,1,1,0,not_applicable,2022,6,13,severe_malaria,7,6,1,1,0,34.0,87.0,0,none,8
8575,district_hospital,O2_0022,urban,49,0,0,0,0,cylinder_portable,0,0,9.1,0,0,2,7,0,0,0,0,1,0,0,not_applicable,2022,3,15,neonatal_respiratory,6,9,1,6,0,217.0,31.0,0,grid_unreliable,3
8576,district_hospital,O2_0002,rural,76,0,0,0,0,oxygen_concentrator,1,0,3.3,0,1,4,56,0,1,1,0,0,0,2,cylinder_delivery_delay,2023,3,16,asthma_severe,0,16,0,8,3,185.0,44.0,1,none,10
8577,district_hospital,O2_0076,rural,48,0,0,0,0,cylinder_piped,0,0,22.4,0,2,8,24,0,0,0,0,0,0,6,concentrator_malfunction,2022,3,17,sepsis,0,17,0,11,6,211.0,153.0,0,none,1
8578,district_hospital,O2_0049,peri_urban,129,0,0,0,0,oxygen_concentrator,0,0,2.4,1,4,3,51,0,1,0,0,0,0,5,power_outage,2023,7,11,pneumonia_child,0,11,0,6,4,101.0,51.0,0,solar,10
8579,district_hospital,O2_0065,peri_urban,65,0,0,0,0,cylinder_portable,2,0,5.4,0,3,3,5,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,3,19,sepsis,0,19,0,9,9,219.0,18.0,0,none,5
8580,district_hospital,O2_0049,rural,99,0,0,0,0,cylinder_piped,0,0,0.8,0,1,6,2,0,0,0,0,1,0,0,not_applicable,2022,5,12,asthma_severe,4,8,0,6,0,147.0,82.0,0,solar,25
8581,district_hospital,O2_0124,rural,28,0,0,0,0,none,0,0,1.5,1,4,4,2,0,0,0,0,1,0,0,not_applicable,2022,3,12,COVID19_severe,4,8,1,5,0,283.0,19.0,0,grid_reliable,16
8582,district_hospital,O2_0080,peri_urban,46,0,0,0,1,cylinder_portable,0,0,2.9,1,3,3,9,0,1,0,0,1,1,0,not_applicable,2022,9,14,pneumonia_child,2,12,0,4,0,126.0,45.0,0,grid_unreliable,25
8583,district_hospital,O2_0016,peri_urban,29,0,0,0,0,oxygen_concentrator,1,0,16.6,0,2,1,0,0,0,0,0,1,0,0,not_applicable,2024,6,16,pneumonia_child,7,9,0,7,0,72.0,291.0,0,none,54
8584,district_hospital,O2_0189,rural,60,0,0,0,0,cylinder_piped,0,0,0.5,0,3,7,18,0,0,0,0,1,1,3,empty_cylinders_not_collected,2022,2,6,pneumonia_adult,2,4,1,1,0,264.0,7.0,0,none,62
8585,district_hospital,O2_0186,peri_urban,99,0,0,0,0,cylinder_portable,0,0,2.2,0,3,5,9,0,0,0,0,1,0,0,not_applicable,2024,2,16,heart_failure,8,8,0,4,0,107.0,21.0,0,none,48
8586,district_hospital,O2_0087,peri_urban,42,0,0,0,0,oxygen_concentrator,3,1,4.1,0,3,2,29,0,1,0,0,1,1,0,not_applicable,2024,10,10,heart_failure,5,5,0,1,0,147.0,25.0,1,grid_reliable,13
8587,district_hospital,O2_0108,rural,5,0,0,0,0,oxygen_concentrator,2,1,4.3,0,1,7,56,0,0,0,0,0,0,5,empty_cylinders_not_collected,2023,2,13,heart_failure,0,13,0,4,2,293.0,39.0,0,grid_reliable,2
8588,district_hospital,O2_0145,peri_urban,94,0,0,0,0,oxygen_concentrator,2,0,16.6,0,1,4,10,0,1,0,0,1,0,1,demand_surge,2023,5,11,pneumonia_child,4,7,0,3,0,157.0,40.0,0,grid_unreliable,3
8589,district_hospital,O2_0055,peri_urban,52,0,1,0,0,cylinder_portable,0,0,3.4,0,3,3,2,0,0,0,0,1,1,0,not_applicable,2024,11,12,pneumonia_adult,2,10,0,4,0,190.0,36.0,1,grid_unreliable,7
8590,district_hospital,O2_0044,urban,108,0,0,0,0,oxygen_concentrator,2,0,15.5,0,4,2,1,0,1,0,0,0,0,20,no_oxygen_source,2023,6,19,pneumonia_child,0,19,0,10,4,211.0,23.0,0,grid_reliable,56
8591,district_hospital,O2_0170,urban,79,0,0,0,0,cylinder_portable,0,0,7.3,0,6,2,90,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,6,8,heart_failure,0,8,0,3,2,195.0,132.0,1,grid_unreliable,14
8592,district_hospital,O2_0071,rural,55,0,0,0,0,cylinder_portable,0,0,7.8,0,4,5,2,0,1,1,0,0,0,13,cylinder_delivery_delay,2022,12,12,pneumonia_child,0,12,0,5,3,146.0,38.0,0,none,8
8593,district_hospital,O2_0028,rural,83,0,0,0,0,LOX_bulk_tank,0,0,2.7,0,2,2,2,0,1,0,0,0,0,2,cylinder_delivery_delay,2021,3,12,COPD_exacerbation,0,12,0,4,3,296.0,47.0,0,grid_unreliable,17
8594,district_hospital,O2_0132,urban,5,0,0,0,0,cylinder_portable,0,0,1.2,0,3,5,3,0,0,0,0,1,1,0,not_applicable,2024,4,9,surgical_anaesthesia,5,4,1,2,0,238.0,22.0,1,generator_only,2
8595,district_hospital,O2_0171,rural,98,0,0,0,0,oxygen_concentrator,1,0,13.1,0,4,3,3,0,1,1,1,1,1,0,not_applicable,2022,3,18,trauma,7,11,1,3,0,89.0,67.0,1,generator_only,3
8596,district_hospital,O2_0075,rural,60,0,0,1,0,cylinder_piped,0,0,2.9,0,4,10,22,0,1,1,0,0,0,4,funding_for_refill,2024,4,15,severe_malaria,0,15,0,4,3,183.0,7.0,1,grid_unreliable,8
8597,district_hospital,O2_0018,peri_urban,90,0,0,0,1,oxygen_concentrator,1,0,15.8,1,2,4,11,0,0,0,0,1,1,1,cylinder_delivery_delay,2024,2,11,trauma,7,4,1,2,0,233.0,34.0,0,solar,30
8598,district_hospital,O2_0003,rural,56,0,0,0,1,PSA_plant_onsite,0,0,0.8,1,5,5,9,0,0,0,0,0,0,2,concentrator_malfunction,2023,11,13,COVID19_severe,0,13,0,5,4,170.0,89.0,0,grid_unreliable,3
8599,district_hospital,O2_0099,rural,18,0,0,0,0,none,0,0,7.7,0,2,1,62,0,0,0,0,1,0,0,not_applicable,2023,9,11,surgical_anaesthesia,6,5,1,2,0,165.0,15.0,1,grid_reliable,5
8600,district_hospital,O2_0168,urban,55,0,0,0,0,none,0,0,2.3,0,2,2,5,0,1,1,0,1,1,0,not_applicable,2023,7,17,trauma,8,9,0,2,0,76.0,150.0,0,solar,1
8601,district_hospital,O2_0099,peri_urban,5,0,0,0,0,cylinder_portable,2,0,0.3,1,1,7,12,0,1,1,0,0,0,1,cylinder_delivery_delay,2022,1,11,pneumonia_adult,0,11,0,6,4,215.0,9.0,1,grid_unreliable,22
8602,district_hospital,O2_0146,rural,55,0,0,0,0,cylinder_piped,0,0,3.2,0,4,1,12,0,1,0,0,0,0,16,supplier_stockout,2021,1,16,COPD_exacerbation,0,16,0,9,3,207.0,62.0,0,generator_only,5
8603,district_hospital,O2_0003,peri_urban,37,0,0,1,0,oxygen_concentrator,0,0,1.0,1,4,5,4,0,1,0,0,0,0,22,concentrator_malfunction,2021,9,10,trauma,0,10,0,2,4,354.0,17.0,0,solar,10
8604,district_hospital,O2_0156,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,3.0,1,0,3,11,0,0,0,0,1,0,0,not_applicable,2024,12,16,pneumonia_child,11,5,0,3,0,119.0,56.0,1,solar,4
8605,district_hospital,O2_0058,peri_urban,60,0,0,0,0,cylinder_piped,0,0,1.6,1,5,2,9,0,0,0,0,1,0,0,not_applicable,2024,5,20,neonatal_respiratory,10,10,0,6,0,396.0,39.0,1,solar,1
8606,district_hospital,O2_0027,urban,31,0,0,0,0,LOX_bulk_tank,0,0,1.3,0,4,6,12,0,1,0,0,0,0,15,PSA_plant_breakdown,2024,12,16,pneumonia_child,0,16,0,7,3,179.0,123.0,1,grid_unreliable,0
8607,district_hospital,O2_0006,peri_urban,101,0,0,0,0,none,0,0,2.5,0,3,5,19,0,1,0,0,1,1,0,not_applicable,2024,9,10,heart_failure,4,6,0,2,0,216.0,46.0,1,none,0
8608,district_hospital,O2_0128,rural,32,0,0,0,0,oxygen_concentrator,1,0,6.3,0,3,6,7,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,5,13,trauma,0,13,0,5,1,246.0,13.0,0,none,2
8609,district_hospital,O2_0033,rural,5,0,0,0,0,cylinder_portable,0,0,1.0,0,2,6,30,0,0,0,0,0,0,1,power_outage,2023,7,13,trauma,0,13,0,7,4,268.0,42.0,0,solar,62
8610,district_hospital,O2_0178,rural,66,0,0,0,0,cylinder_portable,0,0,4.9,0,3,7,12,0,0,0,0,0,0,6,power_outage,2022,1,14,pneumonia_child,0,14,0,6,4,66.0,165.0,0,grid_unreliable,10
8611,district_hospital,O2_0138,peri_urban,108,0,0,1,0,LOX_bulk_tank,0,0,1.7,0,3,3,16,0,0,0,0,0,0,1,PSA_plant_breakdown,2024,3,16,neonatal_respiratory,0,16,0,9,4,114.0,9.0,0,generator_only,4
8612,district_hospital,O2_0004,urban,44,0,0,0,0,none,0,0,9.5,0,1,1,11,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,7,19,asthma_severe,0,19,0,7,4,265.0,179.0,0,none,5
8613,district_hospital,O2_0021,peri_urban,69,0,0,0,1,cylinder_piped,2,1,7.0,1,2,3,1,0,0,0,0,1,0,0,not_applicable,2024,5,14,trauma,8,6,1,2,0,218.0,74.0,0,grid_unreliable,0
8614,district_hospital,O2_0122,urban,111,0,0,0,0,none,0,0,1.6,0,4,4,21,0,0,0,0,1,1,0,not_applicable,2024,4,11,surgical_anaesthesia,2,9,1,5,0,207.0,78.0,1,solar,6
8615,district_hospital,O2_0147,rural,111,0,0,0,0,oxygen_concentrator,1,0,20.8,0,5,3,11,0,0,0,0,0,0,2,piping_system_leak,2022,8,5,neonatal_respiratory,0,5,0,2,2,124.0,26.0,0,generator_only,8
8616,district_hospital,O2_0133,peri_urban,66,0,0,1,0,oxygen_concentrator,3,2,0.4,0,2,8,11,0,1,0,0,1,1,1,power_outage,2021,8,13,pneumonia_child,8,5,0,3,0,224.0,5.0,1,solar,10
8617,district_hospital,O2_0173,urban,101,0,0,0,0,cylinder_portable,0,0,9.9,0,4,0,10,0,1,1,1,1,0,0,not_applicable,2024,7,12,pneumonia_child,2,10,0,4,0,183.0,64.0,0,generator_only,3
8618,district_hospital,O2_0096,peri_urban,71,0,1,0,0,oxygen_concentrator,3,1,4.9,0,2,5,8,0,0,0,0,1,1,1,concentrator_malfunction,2024,6,13,pneumonia_adult,4,9,0,7,0,295.0,15.0,0,grid_unreliable,7
8619,district_hospital,O2_0008,rural,61,0,0,0,0,oxygen_concentrator,6,2,5.2,0,4,1,1,0,0,0,0,1,1,1,power_outage,2021,12,12,surgical_anaesthesia,4,8,0,2,0,193.0,56.0,0,none,26
8620,district_hospital,O2_0023,urban,31,0,0,0,1,none,0,0,5.4,1,5,4,6,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,11,13,severe_malaria,5,8,0,5,0,176.0,64.0,1,solar,7
8621,district_hospital,O2_0135,urban,87,0,0,0,0,cylinder_portable,0,0,17.3,1,2,3,5,0,0,0,0,1,1,0,not_applicable,2023,11,16,neonatal_respiratory,9,7,0,2,0,157.0,53.0,1,grid_unreliable,11
8622,district_hospital,O2_0114,rural,109,0,0,0,0,cylinder_piped,0,0,1.9,0,2,2,116,0,0,0,0,1,1,0,not_applicable,2022,4,4,COPD_exacerbation,2,2,1,2,0,271.0,65.0,0,grid_reliable,20
8623,district_hospital,O2_0075,peri_urban,139,0,0,0,0,cylinder_portable,0,0,1.9,0,7,6,37,0,0,0,0,0,0,13,concentrator_malfunction,2022,4,10,neonatal_respiratory,0,10,0,1,3,267.0,47.0,0,grid_unreliable,24
8624,district_hospital,O2_0092,rural,5,0,0,0,0,oxygen_concentrator,4,0,0.4,0,3,2,2,0,0,0,0,1,1,0,not_applicable,2024,1,14,trauma,5,9,1,7,0,270.0,83.0,0,grid_unreliable,2
8625,district_hospital,O2_0015,peri_urban,50,0,0,0,0,cylinder_piped,0,0,6.4,1,2,3,25,0,0,0,0,1,1,3,cylinder_delivery_delay,2022,6,18,asthma_severe,9,9,1,5,0,227.0,53.0,1,generator_only,6
8626,district_hospital,O2_0038,rural,98,0,0,0,0,cylinder_portable,3,1,1.6,1,4,2,28,0,0,0,0,1,0,0,not_applicable,2021,11,10,surgical_anaesthesia,5,5,0,3,0,191.0,70.0,1,none,45
8627,district_hospital,O2_0067,rural,102,0,0,0,0,oxygen_concentrator,3,1,2.8,1,1,5,4,0,0,0,0,0,0,3,supplier_stockout,2023,2,19,sepsis,0,19,0,11,5,139.0,41.0,0,grid_unreliable,7
8628,district_hospital,O2_0055,peri_urban,5,0,0,0,0,oxygen_concentrator,2,1,1.9,0,2,4,1,0,1,0,0,0,0,23,cylinder_delivery_delay,2023,7,13,asthma_severe,0,13,0,9,0,188.0,54.0,0,grid_unreliable,8
8629,district_hospital,O2_0111,urban,111,1,0,0,0,oxygen_concentrator,0,0,20.2,1,4,7,19,0,0,0,0,1,1,0,not_applicable,2023,2,11,heart_failure,3,8,0,3,0,313.0,3.0,0,solar,18
8630,district_hospital,O2_0148,peri_urban,120,0,0,0,0,cylinder_portable,0,0,5.9,0,1,1,20,0,0,0,0,0,0,13,concentrator_malfunction,2024,7,5,pneumonia_child,0,5,0,3,1,50.0,63.0,0,grid_unreliable,8
8631,district_hospital,O2_0034,peri_urban,120,0,0,0,0,none,0,0,0.9,0,1,5,20,0,0,0,0,1,1,0,not_applicable,2023,6,16,sepsis,8,8,0,5,0,220.0,123.0,1,generator_only,16
8632,district_hospital,O2_0124,rural,88,0,0,0,0,oxygen_concentrator,1,0,11.7,1,1,4,24,0,0,0,0,1,1,0,not_applicable,2024,7,9,pneumonia_child,4,5,0,5,0,150.0,19.0,1,none,21
8633,district_hospital,O2_0018,urban,50,0,0,0,0,cylinder_portable,0,0,0.9,0,2,4,13,0,0,0,0,0,0,5,empty_cylinders_not_collected,2023,6,12,trauma,0,12,0,3,1,292.0,30.0,1,generator_only,23
8634,district_hospital,O2_0107,peri_urban,23,0,0,0,0,cylinder_portable,0,0,3.0,0,4,3,7,0,1,0,0,0,0,30,piping_system_leak,2023,4,8,pneumonia_adult,0,8,0,5,2,301.0,39.0,0,none,50
8635,district_hospital,O2_0152,peri_urban,54,0,0,0,0,oxygen_concentrator,3,1,2.4,0,4,0,8,0,1,0,0,1,1,5,PSA_plant_breakdown,2023,12,9,asthma_severe,3,6,0,0,0,290.0,85.0,0,generator_only,2
8636,district_hospital,O2_0155,rural,86,0,0,0,0,cylinder_piped,0,0,7.5,0,2,8,65,0,0,0,0,0,0,15,cylinder_delivery_delay,2024,11,12,pneumonia_adult,0,12,0,7,5,120.0,13.0,0,generator_only,26
8637,district_hospital,O2_0108,peri_urban,50,0,0,0,0,oxygen_concentrator,2,0,1.2,0,2,6,3,0,1,0,0,0,0,8,concentrator_malfunction,2023,9,9,severe_malaria,0,9,0,5,4,239.0,36.0,1,grid_unreliable,18
8638,district_hospital,O2_0054,rural,62,0,0,0,0,cylinder_portable,0,0,2.3,1,2,2,44,0,1,1,0,0,0,9,PSA_plant_breakdown,2024,8,11,pneumonia_child,0,11,0,2,5,124.0,42.0,0,grid_reliable,4
8639,district_hospital,O2_0042,rural,39,0,0,0,0,LOX_bulk_tank,0,0,0.3,0,3,2,0,0,0,0,0,0,0,3,funding_for_refill,2024,8,15,severe_malaria,0,15,0,8,9,290.0,69.0,1,grid_unreliable,12
8640,district_hospital,O2_0078,peri_urban,38,0,0,0,0,cylinder_portable,0,0,2.7,0,4,8,9,0,0,0,0,1,1,0,not_applicable,2023,5,8,pneumonia_child,2,6,0,3,0,262.0,21.0,0,none,2
8641,district_hospital,O2_0127,peri_urban,24,0,0,0,0,none,0,0,2.0,0,2,0,13,0,0,0,0,0,0,3,power_outage,2023,4,15,pneumonia_adult,0,15,0,5,3,332.0,20.0,0,generator_only,7
8642,district_hospital,O2_0069,rural,34,0,0,0,0,oxygen_concentrator,2,0,3.1,1,1,3,1,0,0,0,0,0,0,3,no_oxygen_source,2022,2,16,asthma_severe,0,16,0,4,6,0.0,94.0,1,solar,3
8643,district_hospital,O2_0144,rural,90,0,0,0,0,none,0,0,2.9,1,2,4,28,0,0,0,0,0,0,15,PSA_plant_breakdown,2021,9,14,heart_failure,0,14,0,9,7,287.0,5.0,0,grid_unreliable,17
8644,district_hospital,O2_0069,rural,5,0,0,0,0,oxygen_concentrator,4,2,5.2,0,4,5,53,0,0,0,0,0,0,30,concentrator_malfunction,2023,10,6,trauma,0,6,0,1,2,207.0,43.0,0,solar,36
8645,district_hospital,O2_0139,rural,68,0,0,0,0,oxygen_concentrator,4,1,2.2,0,0,4,41,0,0,0,0,1,1,0,not_applicable,2024,10,12,neonatal_respiratory,4,8,1,3,0,315.0,61.0,0,solar,53
8646,district_hospital,O2_0027,rural,10,0,0,0,0,oxygen_concentrator,4,1,0.5,1,4,3,34,0,0,0,0,1,1,3,cylinder_delivery_delay,2021,5,11,pneumonia_adult,7,4,0,1,0,220.0,19.0,1,none,7
8647,district_hospital,O2_0156,peri_urban,90,0,0,0,0,PSA_plant_onsite,0,0,4.7,1,3,6,11,1,1,1,1,0,0,18,cylinder_delivery_delay,2024,8,11,pneumonia_adult,0,11,0,7,1,226.0,29.0,0,grid_reliable,8
8648,district_hospital,O2_0085,urban,58,0,0,0,0,oxygen_concentrator,2,2,0.9,0,6,2,13,0,0,0,0,0,0,12,empty_cylinders_not_collected,2023,12,14,severe_malaria,0,14,0,7,6,173.0,29.0,0,grid_unreliable,4
8649,district_hospital,O2_0148,rural,85,0,0,0,0,cylinder_portable,0,0,6.3,0,6,5,26,0,0,0,0,1,1,3,empty_cylinders_not_collected,2024,12,7,pneumonia_child,3,4,0,3,0,173.0,24.0,0,solar,1
8650,district_hospital,O2_0023,peri_urban,59,0,0,0,0,oxygen_concentrator,1,0,12.1,0,3,6,49,0,0,0,0,0,0,1,PSA_plant_breakdown,2021,8,16,pneumonia_child,0,16,0,6,6,243.0,8.0,1,none,1
8651,district_hospital,O2_0017,rural,68,0,0,0,0,cylinder_portable,0,0,1.2,0,1,4,23,0,1,1,0,1,0,0,not_applicable,2021,4,15,other_hypoxemia,7,8,0,2,0,338.0,28.0,0,grid_unreliable,1
8652,district_hospital,O2_0016,peri_urban,100,0,0,0,0,oxygen_concentrator,0,0,2.0,0,4,7,26,0,0,0,0,0,0,10,demand_surge,2021,1,20,COVID19_severe,0,20,0,11,9,104.0,149.0,0,grid_unreliable,16
8653,district_hospital,O2_0095,rural,105,0,0,0,0,cylinder_portable,0,0,8.8,0,5,4,33,0,1,1,1,0,0,5,funding_for_refill,2021,9,17,asthma_severe,0,17,0,8,2,199.0,95.0,0,grid_unreliable,15
8654,district_hospital,O2_0144,rural,5,0,0,0,0,cylinder_portable,0,0,4.2,0,3,1,23,0,1,1,0,1,1,0,not_applicable,2023,11,14,neonatal_respiratory,6,8,0,2,0,238.0,170.0,0,grid_unreliable,8
8655,district_hospital,O2_0012,peri_urban,44,0,0,0,0,cylinder_portable,1,0,13.2,0,2,6,8,0,0,0,0,0,0,27,concentrator_malfunction,2021,8,18,trauma,0,18,0,7,6,234.0,48.0,0,none,10
8656,district_hospital,O2_0077,rural,77,0,0,0,0,cylinder_piped,0,0,2.1,0,3,3,3,0,0,0,0,1,1,1,demand_surge,2024,7,11,pneumonia_adult,2,9,0,6,0,162.0,7.0,0,none,59
8657,district_hospital,O2_0057,rural,141,0,0,0,0,cylinder_portable,0,0,18.8,0,4,2,10,0,1,0,0,0,0,20,empty_cylinders_not_collected,2024,9,18,neonatal_respiratory,0,18,0,7,6,402.0,50.0,1,none,15
8658,district_hospital,O2_0187,peri_urban,74,0,0,0,0,cylinder_piped,1,0,7.1,0,1,5,0,0,0,0,0,1,1,0,not_applicable,2021,1,15,trauma,7,8,0,5,0,313.0,11.0,0,none,11
8659,district_hospital,O2_0162,rural,79,0,0,0,0,cylinder_piped,0,0,6.0,0,2,6,24,0,0,0,0,1,1,0,not_applicable,2021,7,14,neonatal_respiratory,4,10,0,5,0,45.0,35.0,1,grid_unreliable,22
8660,district_hospital,O2_0007,rural,5,0,0,0,0,oxygen_concentrator,1,0,1.3,1,4,4,15,0,1,0,0,1,1,0,not_applicable,2023,11,11,other_hypoxemia,4,7,0,1,0,230.0,71.0,0,solar,1
8661,district_hospital,O2_0168,urban,6,0,0,0,0,cylinder_portable,0,0,6.7,0,2,5,42,0,1,0,0,0,0,1,concentrator_malfunction,2023,2,16,pneumonia_child,0,16,0,10,6,158.0,12.0,0,none,8
8662,district_hospital,O2_0121,peri_urban,69,0,0,0,0,none,0,0,1.6,0,1,2,13,0,0,0,0,1,1,0,not_applicable,2023,9,9,sepsis,6,3,0,1,0,296.0,19.0,0,grid_unreliable,16
8663,district_hospital,O2_0022,rural,98,0,0,0,0,oxygen_concentrator,3,0,12.2,0,4,8,5,0,0,0,0,1,0,0,not_applicable,2022,11,11,neonatal_respiratory,7,4,0,1,0,344.0,40.0,1,grid_unreliable,6
8664,district_hospital,O2_0124,urban,47,0,1,0,0,cylinder_portable,0,0,10.9,0,3,1,47,0,0,0,0,0,0,7,power_outage,2022,7,11,severe_malaria,0,11,0,8,2,242.0,16.0,0,grid_reliable,32
8665,district_hospital,O2_0118,rural,112,0,0,0,0,cylinder_portable,0,0,11.6,0,0,6,54,0,0,0,0,0,0,11,funding_for_refill,2021,4,10,neonatal_respiratory,0,10,0,5,4,246.0,21.0,0,solar,2
8666,district_hospital,O2_0045,rural,37,0,0,0,0,cylinder_portable,0,0,1.3,1,2,3,0,0,1,0,0,0,0,1,cylinder_delivery_delay,2021,3,16,asthma_severe,0,16,0,7,2,230.0,287.0,0,grid_unreliable,21
8667,district_hospital,O2_0083,urban,49,0,0,0,0,cylinder_piped,0,0,3.0,1,2,0,2,0,1,0,0,0,0,17,concentrator_malfunction,2023,5,11,COVID19_severe,0,11,0,2,3,248.0,5.0,0,solar,6
8668,district_hospital,O2_0024,rural,5,0,0,0,0,none,0,0,18.6,0,6,4,5,0,0,0,0,0,0,30,power_outage,2024,1,8,neonatal_respiratory,0,8,0,5,1,110.0,49.0,1,grid_unreliable,2
8669,district_hospital,O2_0003,urban,63,0,0,0,0,cylinder_piped,0,0,1.4,0,4,1,44,0,0,0,0,0,0,4,piping_system_leak,2023,2,9,trauma,0,9,0,4,3,206.0,88.0,1,none,13
8670,district_hospital,O2_0194,rural,125,0,0,0,0,cylinder_portable,0,0,10.8,0,1,6,1,0,0,0,0,1,1,2,cylinder_delivery_delay,2023,5,13,pneumonia_child,4,9,0,3,0,374.0,25.0,0,generator_only,44
8671,district_hospital,O2_0118,urban,141,0,0,0,0,oxygen_concentrator,3,0,2.8,0,5,4,27,0,0,0,0,0,0,12,piping_system_leak,2023,5,14,other_hypoxemia,0,14,0,7,2,280.0,1.0,0,solar,7
8672,district_hospital,O2_0144,rural,54,0,0,0,0,none,0,0,12.4,0,2,2,2,0,0,0,0,1,0,0,not_applicable,2023,6,18,severe_malaria,7,11,1,8,0,124.0,21.0,1,none,35
8673,district_hospital,O2_0077,urban,5,0,0,1,0,cylinder_portable,0,0,5.6,0,9,3,0,0,1,0,0,1,1,0,not_applicable,2023,3,12,pneumonia_adult,4,8,0,4,0,210.0,58.0,1,grid_unreliable,3
8674,district_hospital,O2_0198,rural,113,0,0,0,0,oxygen_concentrator,6,2,1.3,0,3,5,19,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,1,7,pneumonia_child,0,7,0,2,2,187.0,3.0,0,solar,3
8675,district_hospital,O2_0116,peri_urban,81,0,0,0,0,oxygen_concentrator,2,0,2.5,0,2,5,36,0,1,0,0,0,0,15,demand_surge,2024,7,8,other_hypoxemia,0,8,0,0,2,287.0,8.0,1,generator_only,19
8676,district_hospital,O2_0076,urban,38,0,0,0,0,oxygen_concentrator,1,0,4.3,0,3,5,22,0,0,0,0,1,1,0,not_applicable,2023,9,21,heart_failure,8,13,0,6,0,168.0,62.0,0,grid_unreliable,2
8677,district_hospital,O2_0069,peri_urban,67,0,0,0,0,cylinder_portable,0,0,12.5,0,0,4,47,0,0,0,0,0,0,2,concentrator_malfunction,2024,1,10,pneumonia_child,0,10,0,3,4,196.0,23.0,1,none,3
8678,district_hospital,O2_0076,rural,58,0,0,0,0,oxygen_concentrator,0,0,1.9,0,3,4,8,0,0,0,0,0,0,4,PSA_plant_breakdown,2023,10,14,pneumonia_child,0,14,0,5,4,118.0,98.0,0,none,8
8679,district_hospital,O2_0069,rural,57,0,0,0,0,none,0,0,2.7,0,3,7,9,0,0,0,0,0,0,12,cylinder_delivery_delay,2022,4,15,heart_failure,0,15,0,8,6,106.0,195.0,1,solar,1
8680,district_hospital,O2_0058,urban,120,0,0,0,0,cylinder_piped,0,0,4.6,0,3,5,42,0,0,0,0,1,0,1,cylinder_delivery_delay,2023,5,12,heart_failure,6,6,0,3,0,175.0,7.0,0,none,3
8681,district_hospital,O2_0157,peri_urban,16,0,0,0,0,cylinder_portable,0,0,0.3,0,3,6,12,0,0,0,0,0,0,25,concentrator_malfunction,2024,1,11,sepsis,0,11,0,4,3,201.0,17.0,0,none,13
8682,district_hospital,O2_0112,urban,93,0,1,0,0,none,0,0,2.0,1,5,2,22,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,11,7,surgical_anaesthesia,0,7,0,2,3,223.0,17.0,1,none,2
8683,district_hospital,O2_0047,rural,56,0,1,0,0,oxygen_concentrator,1,0,0.9,0,3,3,6,0,1,1,0,0,0,9,cylinder_delivery_delay,2023,8,16,surgical_anaesthesia,0,16,0,3,3,156.0,40.0,0,grid_unreliable,26
8684,district_hospital,O2_0190,urban,57,0,0,0,0,cylinder_portable,0,0,0.5,0,2,1,14,0,0,0,0,0,0,27,cylinder_delivery_delay,2024,11,12,trauma,0,12,0,4,2,141.0,4.0,0,none,19
8685,district_hospital,O2_0163,rural,35,0,0,0,0,oxygen_concentrator,0,0,0.9,0,3,3,7,0,1,1,1,0,0,28,cylinder_delivery_delay,2022,3,7,pneumonia_child,0,7,0,3,2,265.0,6.0,1,grid_reliable,7
8686,district_hospital,O2_0031,urban,48,0,0,0,0,oxygen_concentrator,1,0,5.8,0,5,6,8,0,0,0,0,1,1,0,not_applicable,2024,11,14,neonatal_respiratory,8,6,1,2,0,221.0,95.0,0,none,3
8687,district_hospital,O2_0188,peri_urban,102,0,0,0,0,cylinder_portable,0,0,1.0,1,3,2,6,0,1,0,0,0,0,7,funding_for_refill,2023,2,14,pneumonia_child,0,14,0,7,1,286.0,37.0,0,grid_unreliable,17
8688,district_hospital,O2_0072,rural,75,1,0,0,0,cylinder_portable,0,0,11.9,0,4,5,1,0,0,0,0,1,1,0,not_applicable,2024,1,14,pneumonia_child,4,10,0,4,0,369.0,53.0,1,grid_unreliable,12
8689,district_hospital,O2_0065,rural,15,0,0,0,0,none,0,0,9.5,0,0,6,3,0,1,1,0,1,1,0,not_applicable,2023,1,9,pneumonia_child,5,4,0,3,0,135.0,64.0,0,grid_unreliable,1
8690,district_hospital,O2_0177,rural,47,1,0,0,0,oxygen_concentrator,4,1,20.1,1,2,0,10,0,1,0,0,1,1,1,funding_for_refill,2024,3,9,pneumonia_adult,3,6,1,2,0,144.0,7.0,0,generator_only,6
8691,district_hospital,O2_0141,rural,65,0,0,0,0,oxygen_concentrator,1,0,1.8,0,5,2,5,0,1,1,0,1,0,0,not_applicable,2022,3,11,heart_failure,7,4,1,2,0,182.0,32.0,0,none,4
8692,district_hospital,O2_0057,peri_urban,85,0,0,1,0,none,0,0,1.4,0,3,4,29,0,1,0,0,1,0,1,power_outage,2022,2,9,neonatal_respiratory,4,5,1,0,0,310.0,124.0,1,grid_reliable,2
8693,district_hospital,O2_0158,rural,21,0,0,0,0,oxygen_concentrator,1,0,1.5,0,3,5,6,0,0,0,0,0,0,23,cylinder_delivery_delay,2023,1,13,pneumonia_child,0,13,0,7,0,227.0,87.0,0,grid_unreliable,69
8694,district_hospital,O2_0096,urban,107,0,0,0,0,cylinder_portable,0,0,3.1,0,5,3,62,0,1,0,0,1,1,0,not_applicable,2024,4,10,pneumonia_adult,0,10,0,7,0,249.0,35.0,0,none,7
8695,district_hospital,O2_0110,rural,36,0,0,0,0,oxygen_concentrator,4,2,12.0,0,4,7,10,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,1,12,neonatal_respiratory,0,12,0,5,5,227.0,9.0,1,grid_unreliable,4
8696,district_hospital,O2_0119,peri_urban,48,0,0,0,0,LOX_bulk_tank,4,2,6.1,0,2,4,3,0,1,0,0,0,0,21,funding_for_refill,2024,3,5,pneumonia_child,0,5,0,1,1,301.0,10.0,0,grid_reliable,0
8697,district_hospital,O2_0066,urban,94,0,0,0,0,cylinder_portable,0,0,3.5,0,4,8,8,0,0,0,0,0,0,16,empty_cylinders_not_collected,2023,12,19,COVID19_severe,0,19,0,11,0,283.0,277.0,1,none,15
8698,district_hospital,O2_0143,rural,28,0,0,0,0,LOX_bulk_tank,0,0,12.2,0,4,3,1,0,0,0,0,0,0,3,demand_surge,2024,9,7,surgical_anaesthesia,0,7,0,2,0,73.0,34.0,0,none,20
8699,district_hospital,O2_0133,peri_urban,57,0,0,0,0,cylinder_portable,0,0,0.6,0,1,3,15,0,0,0,0,1,0,0,not_applicable,2021,7,14,neonatal_respiratory,3,11,0,6,0,90.0,42.0,0,grid_unreliable,22
8700,district_hospital,O2_0087,rural,14,0,0,0,0,cylinder_portable,0,0,5.9,0,6,3,26,0,0,0,0,1,1,1,power_outage,2021,6,14,neonatal_respiratory,7,7,1,5,0,259.0,12.0,0,none,7
8701,district_hospital,O2_0140,rural,122,0,0,0,0,oxygen_concentrator,2,0,3.1,0,3,4,8,0,1,0,0,0,0,9,cylinder_delivery_delay,2022,7,19,pneumonia_child,0,19,0,7,5,211.0,24.0,1,none,20
8702,district_hospital,O2_0199,urban,105,0,0,0,0,cylinder_piped,0,0,2.7,0,1,3,2,0,0,0,0,1,0,0,not_applicable,2021,3,6,severe_malaria,3,3,0,2,0,277.0,61.0,0,grid_reliable,2
8703,district_hospital,O2_0165,rural,7,0,0,0,0,oxygen_concentrator,0,0,1.8,1,0,6,8,0,0,0,0,0,0,25,concentrator_malfunction,2021,12,6,severe_malaria,0,6,0,2,0,298.0,28.0,1,none,16
8704,district_hospital,O2_0147,urban,107,0,0,0,0,cylinder_portable,0,0,0.8,0,7,3,6,0,1,0,0,0,0,13,regulator_valve_failure,2024,1,14,pneumonia_adult,0,14,0,6,5,299.0,26.0,1,grid_reliable,23
8705,district_hospital,O2_0145,rural,61,1,0,0,0,oxygen_concentrator,3,1,24.5,0,4,6,32,0,1,1,0,1,1,0,not_applicable,2021,4,13,COPD_exacerbation,6,7,0,3,0,149.0,20.0,0,none,48
8706,district_hospital,O2_0128,rural,86,0,0,0,0,oxygen_concentrator,3,1,1.9,0,6,2,4,0,0,0,0,1,1,0,not_applicable,2023,6,7,asthma_severe,3,4,0,0,0,219.0,18.0,0,solar,0
8707,district_hospital,O2_0189,peri_urban,91,0,0,0,0,oxygen_concentrator,2,0,0.8,0,5,2,1,0,0,0,0,1,0,0,not_applicable,2024,2,7,sepsis,3,4,0,2,0,229.0,67.0,0,none,11
8708,district_hospital,O2_0013,peri_urban,60,0,0,0,0,oxygen_concentrator,1,0,0.4,0,5,5,71,0,0,0,0,1,0,1,cylinder_delivery_delay,2022,2,10,COVID19_severe,3,7,0,3,0,293.0,44.0,1,grid_unreliable,13
8709,district_hospital,O2_0182,rural,31,0,0,0,0,cylinder_piped,0,0,3.7,0,3,4,2,0,0,0,0,0,0,4,power_outage,2022,10,10,pneumonia_child,0,10,0,3,3,275.0,19.0,0,grid_unreliable,21
8710,district_hospital,O2_0015,rural,38,0,0,0,0,cylinder_piped,0,0,2.3,0,6,4,19,0,0,0,0,0,0,22,power_outage,2023,1,8,asthma_severe,0,8,0,3,1,189.0,38.0,0,solar,2
8711,district_hospital,O2_0198,urban,45,0,1,0,0,cylinder_piped,0,0,6.9,0,4,2,7,0,1,0,0,0,0,2,PSA_plant_breakdown,2024,5,8,trauma,0,8,0,2,0,220.0,287.0,1,grid_unreliable,0
8712,district_hospital,O2_0067,peri_urban,63,0,0,0,0,oxygen_concentrator,0,0,17.6,0,3,5,42,0,1,0,0,1,1,1,concentrator_malfunction,2021,12,13,other_hypoxemia,0,13,0,8,0,58.0,0.0,0,none,1
8713,district_hospital,O2_0062,urban,46,0,0,0,0,none,0,0,3.6,0,8,2,17,0,0,0,0,0,0,30,demand_surge,2024,10,14,neonatal_respiratory,0,14,0,5,5,169.0,82.0,0,generator_only,3
8714,district_hospital,O2_0144,peri_urban,103,0,0,0,0,oxygen_concentrator,3,1,10.1,1,4,2,10,0,0,0,0,1,1,0,not_applicable,2022,4,8,COVID19_severe,3,5,0,4,0,208.0,11.0,0,grid_unreliable,17
8715,district_hospital,O2_0034,urban,27,0,1,0,0,none,0,0,1.5,0,2,7,30,0,0,0,0,1,1,1,funding_for_refill,2021,5,19,neonatal_respiratory,8,11,1,4,0,126.0,34.0,1,none,1
8716,district_hospital,O2_0020,peri_urban,5,0,0,0,0,none,2,0,2.5,0,4,7,16,0,0,0,0,1,1,0,not_applicable,2023,11,11,heart_failure,6,5,0,0,0,103.0,9.0,1,generator_only,11
8717,district_hospital,O2_0181,peri_urban,75,0,0,0,0,oxygen_concentrator,2,0,6.5,0,2,6,5,0,0,0,0,0,0,12,concentrator_malfunction,2023,8,9,pneumonia_child,0,9,0,3,3,205.0,2.0,0,generator_only,2
8718,district_hospital,O2_0013,rural,104,0,0,0,0,oxygen_concentrator,2,1,1.3,0,0,2,1,0,0,0,0,1,1,15,piping_system_leak,2024,6,13,sepsis,3,10,0,2,0,244.0,41.0,0,grid_reliable,11
8719,district_hospital,O2_0019,peri_urban,34,0,0,0,0,cylinder_portable,0,0,1.5,0,6,2,3,0,0,0,0,1,0,0,not_applicable,2023,10,18,severe_malaria,5,13,1,8,0,95.0,42.0,0,none,17
8720,district_hospital,O2_0024,peri_urban,35,0,0,0,0,oxygen_concentrator,3,0,1.6,0,6,6,10,0,1,0,0,1,0,8,power_outage,2021,7,20,COPD_exacerbation,6,14,0,11,0,112.0,172.0,1,grid_unreliable,20
8721,district_hospital,O2_0022,peri_urban,109,0,0,0,0,oxygen_concentrator,0,0,0.4,0,5,3,31,0,1,0,0,1,1,0,not_applicable,2023,11,7,neonatal_respiratory,4,3,0,1,0,202.0,168.0,0,none,29
8722,district_hospital,O2_0018,urban,6,0,0,0,0,cylinder_piped,2,0,1.4,0,4,5,16,0,0,0,0,1,1,0,not_applicable,2021,10,12,COVID19_severe,3,9,1,2,0,134.0,35.0,0,none,4
8723,district_hospital,O2_0185,urban,65,0,0,0,0,cylinder_portable,0,0,4.8,0,0,2,13,0,0,0,0,1,0,0,not_applicable,2023,6,11,pneumonia_adult,5,6,0,4,0,204.0,130.0,1,none,21
8724,district_hospital,O2_0036,peri_urban,55,0,0,0,0,none,0,0,7.0,0,1,2,7,0,1,1,0,1,0,0,not_applicable,2023,6,7,COVID19_severe,2,5,0,1,0,262.0,64.0,0,solar,50
8725,district_hospital,O2_0100,peri_urban,45,0,0,0,0,none,0,0,1.5,0,3,6,64,0,0,0,0,0,0,9,PSA_plant_breakdown,2021,3,12,COVID19_severe,0,12,0,8,2,220.0,35.0,1,none,17
8726,district_hospital,O2_0008,rural,44,0,0,0,0,oxygen_concentrator,0,0,0.2,1,0,4,47,0,1,0,0,1,1,1,PSA_plant_breakdown,2021,9,13,asthma_severe,4,9,0,5,0,120.0,29.0,1,grid_reliable,5
8727,district_hospital,O2_0082,peri_urban,34,0,0,0,0,none,0,0,0.3,1,4,3,26,0,0,0,0,0,0,4,funding_for_refill,2022,7,9,severe_malaria,0,9,0,3,2,326.0,5.0,0,grid_unreliable,19
8728,district_hospital,O2_0005,rural,70,0,0,0,0,cylinder_piped,0,0,0.4,0,7,2,34,0,1,0,0,0,0,1,demand_surge,2021,10,7,COVID19_severe,0,7,0,4,3,218.0,67.0,0,grid_unreliable,1
8729,district_hospital,O2_0088,urban,122,0,0,0,0,cylinder_piped,0,0,11.3,0,5,4,54,0,0,0,0,0,0,28,power_outage,2024,7,6,asthma_severe,0,6,0,4,2,246.0,26.0,0,solar,15
8730,district_hospital,O2_0018,peri_urban,51,0,0,0,0,oxygen_concentrator,2,0,1.6,0,5,4,2,0,0,0,0,1,0,0,not_applicable,2023,7,14,neonatal_respiratory,7,7,0,4,0,207.0,29.0,0,grid_reliable,1
8731,district_hospital,O2_0076,rural,110,0,0,0,0,cylinder_piped,0,0,2.6,0,2,5,26,0,0,0,0,1,1,0,not_applicable,2023,1,9,COVID19_severe,4,5,1,1,0,57.0,43.0,1,generator_only,1
8732,district_hospital,O2_0097,rural,56,0,0,0,0,cylinder_piped,0,0,3.4,0,4,6,32,0,0,0,0,1,1,0,not_applicable,2021,10,15,sepsis,6,9,0,6,0,381.0,9.0,0,grid_unreliable,4
8733,district_hospital,O2_0101,urban,60,0,0,0,0,oxygen_concentrator,1,0,2.3,0,2,2,39,0,0,0,0,1,0,0,not_applicable,2023,6,12,trauma,5,7,1,4,0,177.0,31.0,1,none,0
8734,district_hospital,O2_0128,rural,94,0,0,0,1,oxygen_concentrator,0,0,16.4,1,7,2,36,0,0,0,0,1,1,0,not_applicable,2024,7,8,heart_failure,4,4,0,1,0,0.0,63.0,1,grid_unreliable,13
8735,district_hospital,O2_0094,peri_urban,83,0,0,0,0,cylinder_portable,0,0,10.5,0,1,2,17,0,0,0,0,1,1,0,not_applicable,2023,11,11,surgical_anaesthesia,3,8,0,6,0,232.0,3.0,0,none,9
8736,district_hospital,O2_0061,rural,39,0,0,0,0,cylinder_piped,0,0,2.9,1,2,5,3,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,8,14,pneumonia_child,0,14,0,7,4,234.0,9.0,0,generator_only,0
8737,district_hospital,O2_0051,rural,81,0,0,0,0,cylinder_portable,0,0,1.2,0,4,2,33,0,0,0,0,0,0,6,piping_system_leak,2024,2,7,pneumonia_adult,0,7,0,1,1,120.0,96.0,0,none,16
8738,district_hospital,O2_0174,peri_urban,66,0,0,0,0,none,0,0,0.5,0,8,1,26,0,1,0,0,0,0,1,power_outage,2023,3,8,COPD_exacerbation,0,8,0,3,3,212.0,51.0,0,solar,17
8739,district_hospital,O2_0147,rural,74,0,0,0,0,oxygen_concentrator,1,0,1.1,0,3,6,12,0,0,0,0,1,1,2,demand_surge,2023,1,11,severe_malaria,7,4,0,2,0,240.0,3.0,1,none,4
8740,district_hospital,O2_0011,rural,93,0,0,0,0,cylinder_portable,0,0,2.0,0,0,4,3,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,7,10,COVID19_severe,0,10,0,6,3,116.0,32.0,0,grid_unreliable,36
8741,district_hospital,O2_0048,urban,68,0,0,0,0,cylinder_portable,0,0,11.8,0,6,3,5,0,0,0,0,0,0,18,cylinder_delivery_delay,2023,3,5,pneumonia_adult,0,5,0,2,0,103.0,30.0,0,grid_unreliable,46
8742,district_hospital,O2_0173,rural,36,0,0,0,0,cylinder_portable,0,0,5.0,0,2,4,3,0,0,0,0,1,1,0,not_applicable,2024,11,12,heart_failure,7,5,0,2,0,218.0,212.0,1,generator_only,31
8743,district_hospital,O2_0165,urban,90,0,0,0,0,oxygen_concentrator,1,0,14.5,0,4,5,7,0,1,0,0,1,1,0,not_applicable,2023,1,9,COPD_exacerbation,2,7,0,3,0,127.0,16.0,0,grid_unreliable,1
8744,district_hospital,O2_0130,urban,5,0,0,0,0,oxygen_concentrator,4,1,3.6,0,2,5,32,0,1,0,0,0,0,28,cylinder_delivery_delay,2024,12,17,neonatal_respiratory,0,17,0,6,2,200.0,8.0,0,none,40
8745,district_hospital,O2_0125,urban,56,0,0,0,0,oxygen_concentrator,4,1,20.9,0,4,6,9,0,0,0,0,0,0,7,concentrator_malfunction,2021,8,13,pneumonia_child,0,13,0,2,3,173.0,16.0,0,grid_unreliable,13
8746,district_hospital,O2_0190,urban,5,0,1,0,0,none,0,0,7.7,1,3,3,51,0,0,0,0,1,1,1,power_outage,2022,2,7,COVID19_severe,0,7,0,3,0,363.0,27.0,1,grid_unreliable,32
8747,district_hospital,O2_0106,urban,82,0,0,1,0,cylinder_piped,0,0,0.3,0,3,2,24,0,0,0,0,1,1,0,not_applicable,2024,4,17,severe_malaria,3,14,0,7,0,105.0,187.0,1,none,23
8748,district_hospital,O2_0098,peri_urban,62,0,0,0,0,PSA_plant_onsite,0,0,9.0,0,2,1,0,1,0,0,0,1,0,0,not_applicable,2021,10,13,heart_failure,3,10,1,5,0,137.0,0.0,0,solar,9
8749,district_hospital,O2_0157,rural,116,0,0,0,0,cylinder_portable,0,0,4.9,1,6,5,23,0,0,0,0,0,0,4,power_outage,2024,2,18,pneumonia_child,0,18,0,7,6,181.0,7.0,0,solar,18
8750,district_hospital,O2_0135,urban,90,0,0,0,0,oxygen_concentrator,2,1,2.0,0,4,3,5,0,1,0,0,1,1,0,not_applicable,2022,7,14,pneumonia_child,3,11,1,4,0,151.0,8.0,1,grid_unreliable,5
8751,district_hospital,O2_0065,peri_urban,90,0,0,0,0,LOX_bulk_tank,0,0,11.1,0,2,3,25,0,0,0,0,0,0,25,regulator_valve_failure,2024,4,12,COPD_exacerbation,0,12,0,8,4,98.0,45.0,0,grid_unreliable,10
8752,district_hospital,O2_0031,peri_urban,69,0,0,0,0,cylinder_portable,1,0,1.2,0,3,4,10,0,1,0,0,1,1,4,cylinder_delivery_delay,2023,3,11,pneumonia_adult,7,4,0,2,0,137.0,57.0,0,generator_only,3
8753,district_hospital,O2_0150,rural,33,0,0,0,1,oxygen_concentrator,1,0,4.3,1,4,7,12,0,1,1,1,0,0,6,concentrator_malfunction,2024,5,13,COPD_exacerbation,0,13,0,8,3,0.0,69.0,0,generator_only,23
8754,district_hospital,O2_0136,peri_urban,67,0,0,0,0,cylinder_piped,0,0,6.9,0,4,1,18,0,0,0,0,1,1,0,not_applicable,2022,3,11,severe_malaria,5,6,0,2,0,181.0,3.0,0,generator_only,5
8755,district_hospital,O2_0074,rural,77,0,0,0,0,oxygen_concentrator,5,2,3.4,0,3,2,1,0,0,0,0,0,0,4,power_outage,2023,10,18,other_hypoxemia,0,18,0,12,7,233.0,71.0,1,solar,11
8756,district_hospital,O2_0096,peri_urban,74,0,0,0,0,cylinder_portable,0,0,7.9,0,7,5,9,0,1,0,0,0,0,22,empty_cylinders_not_collected,2024,9,15,COVID19_severe,0,15,0,7,2,241.0,65.0,1,none,12
8757,district_hospital,O2_0069,rural,127,0,0,0,0,oxygen_concentrator,2,0,2.2,0,1,4,26,0,0,0,0,0,0,9,supplier_stockout,2024,7,13,pneumonia_child,0,13,0,9,6,358.0,13.0,1,grid_reliable,8
8758,district_hospital,O2_0191,peri_urban,61,0,0,0,0,none,0,0,2.4,0,3,5,43,0,0,0,0,0,0,17,concentrator_malfunction,2022,5,9,pneumonia_child,0,9,0,2,4,173.0,72.0,0,none,1
8759,district_hospital,O2_0046,urban,5,0,1,0,0,none,3,1,15.9,1,7,5,7,0,0,0,0,0,0,23,empty_cylinders_not_collected,2021,11,18,pneumonia_child,0,18,0,7,7,227.0,7.0,0,generator_only,21
8760,district_hospital,O2_0197,rural,66,0,0,0,0,cylinder_piped,0,0,4.5,0,2,5,4,0,0,0,0,1,1,0,not_applicable,2023,12,15,heart_failure,8,7,0,2,0,305.0,11.0,0,none,13
8761,district_hospital,O2_0159,peri_urban,19,0,0,0,0,oxygen_concentrator,1,0,4.0,0,3,1,19,0,1,0,0,1,1,0,not_applicable,2024,9,10,COPD_exacerbation,6,4,0,1,0,243.0,41.0,1,none,26
8762,district_hospital,O2_0048,rural,104,0,0,0,0,cylinder_portable,0,0,1.8,0,4,4,51,0,1,1,0,0,0,13,funding_for_refill,2021,11,13,pneumonia_adult,0,13,0,5,2,139.0,59.0,0,grid_unreliable,8
8763,district_hospital,O2_0149,rural,22,0,0,0,0,cylinder_piped,0,0,12.9,0,5,6,2,0,0,0,0,1,1,2,funding_for_refill,2022,5,11,neonatal_respiratory,3,8,1,3,0,252.0,32.0,0,solar,39
8764,district_hospital,O2_0001,rural,119,0,0,0,0,oxygen_concentrator,3,1,0.5,0,4,4,15,0,0,0,0,0,0,1,no_oxygen_source,2024,6,13,pneumonia_child,0,13,0,6,3,173.0,40.0,1,none,11
8765,district_hospital,O2_0026,peri_urban,53,0,0,0,1,cylinder_piped,3,1,1.4,1,1,1,26,0,0,0,0,0,0,7,piping_system_leak,2022,2,19,severe_malaria,0,19,0,6,11,251.0,86.0,0,grid_unreliable,13
8766,district_hospital,O2_0015,urban,39,0,0,1,0,oxygen_concentrator,3,1,7.3,0,4,2,14,0,1,0,0,0,0,11,power_outage,2023,2,18,COVID19_severe,0,18,0,8,1,194.0,17.0,1,none,23
8767,district_hospital,O2_0111,rural,47,0,0,0,0,oxygen_concentrator,1,0,0.4,0,5,4,5,0,1,1,0,0,0,15,power_outage,2023,11,13,trauma,0,13,0,4,2,175.0,129.0,0,solar,25
8768,district_hospital,O2_0018,peri_urban,103,0,0,0,0,oxygen_concentrator,3,0,4.0,0,4,5,17,0,1,0,0,0,0,4,cylinder_delivery_delay,2022,10,11,pneumonia_child,0,11,0,7,2,45.0,15.0,0,solar,20
8769,district_hospital,O2_0089,urban,36,0,0,0,0,oxygen_concentrator,2,0,2.0,0,3,2,37,0,1,1,0,0,0,8,concentrator_malfunction,2021,7,14,COVID19_severe,0,14,0,4,2,133.0,46.0,1,grid_unreliable,19
8770,district_hospital,O2_0034,urban,121,0,0,0,0,oxygen_concentrator,1,0,0.8,0,2,0,12,0,0,0,0,0,0,8,cylinder_delivery_delay,2024,7,9,heart_failure,0,9,0,3,2,193.0,41.0,1,generator_only,20
8771,district_hospital,O2_0189,rural,45,0,0,0,0,cylinder_piped,0,0,1.1,0,2,6,44,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,12,10,COVID19_severe,3,7,0,5,0,282.0,15.0,0,grid_reliable,3
8772,district_hospital,O2_0079,rural,73,0,0,0,0,none,0,0,9.2,0,1,9,18,0,0,0,0,0,0,2,no_oxygen_source,2021,3,15,COPD_exacerbation,0,15,0,5,6,249.0,28.0,0,solar,7
8773,district_hospital,O2_0020,rural,105,0,1,0,0,none,0,0,3.8,0,3,3,43,0,0,0,0,1,1,0,not_applicable,2022,2,10,trauma,6,4,0,2,0,133.0,175.0,0,grid_unreliable,13
8774,district_hospital,O2_0081,rural,27,0,0,0,0,oxygen_concentrator,2,0,13.6,0,2,4,58,0,0,0,0,0,0,11,no_oxygen_source,2024,1,8,pneumonia_adult,0,8,0,3,4,189.0,29.0,0,grid_unreliable,4
8775,district_hospital,O2_0048,rural,25,0,0,0,0,oxygen_concentrator,1,0,5.1,0,5,3,19,0,1,0,0,1,0,0,not_applicable,2024,6,16,other_hypoxemia,6,10,0,3,0,204.0,60.0,0,generator_only,8
8776,district_hospital,O2_0038,rural,16,0,0,0,0,cylinder_portable,1,0,2.2,0,2,0,6,0,0,0,0,0,0,4,power_outage,2024,12,8,asthma_severe,0,8,0,4,2,159.0,12.0,0,generator_only,38
8777,district_hospital,O2_0140,peri_urban,128,1,0,0,0,oxygen_concentrator,2,0,3.6,0,4,5,37,0,0,0,0,1,0,15,PSA_plant_breakdown,2024,2,13,severe_malaria,4,9,0,5,0,96.0,21.0,1,grid_unreliable,7
8778,district_hospital,O2_0152,peri_urban,70,0,0,0,0,none,0,0,0.3,0,2,5,73,0,0,0,0,0,0,14,concentrator_malfunction,2023,4,19,COVID19_severe,0,19,0,12,7,134.0,67.0,1,grid_reliable,0
8779,district_hospital,O2_0093,urban,5,0,0,0,0,cylinder_portable,0,0,3.5,0,2,3,11,0,0,0,0,1,0,0,not_applicable,2024,7,13,severe_malaria,5,8,0,3,0,243.0,105.0,0,none,2
8780,district_hospital,O2_0124,urban,134,0,0,0,1,cylinder_portable,0,0,14.0,1,4,2,41,0,0,0,0,1,1,0,not_applicable,2021,8,11,COVID19_severe,4,7,0,4,0,148.0,38.0,0,grid_unreliable,2
8781,district_hospital,O2_0023,rural,116,0,0,0,0,cylinder_portable,0,0,1.1,0,1,2,28,0,0,0,0,0,0,1,empty_cylinders_not_collected,2022,5,12,severe_malaria,0,12,0,5,1,128.0,139.0,0,grid_unreliable,22
8782,district_hospital,O2_0167,rural,120,0,0,0,0,oxygen_concentrator,1,0,13.6,0,0,5,7,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,5,15,asthma_severe,0,15,0,4,6,146.0,21.0,0,grid_unreliable,23
8783,district_hospital,O2_0006,peri_urban,67,1,0,0,0,cylinder_portable,0,0,1.9,0,4,4,2,0,1,0,0,0,0,1,no_oxygen_source,2024,5,17,neonatal_respiratory,0,17,0,6,8,247.0,50.0,0,solar,22
8784,district_hospital,O2_0153,rural,116,0,0,0,0,LOX_bulk_tank,2,0,11.6,0,1,5,6,0,0,0,0,1,1,2,no_oxygen_source,2023,5,9,pneumonia_adult,4,5,1,4,0,203.0,20.0,1,generator_only,3
8785,district_hospital,O2_0047,rural,101,0,0,0,0,oxygen_concentrator,0,0,4.7,1,1,3,34,0,0,0,0,1,1,0,not_applicable,2022,1,10,severe_malaria,5,5,1,2,0,146.0,65.0,0,solar,5
8786,district_hospital,O2_0194,rural,35,0,0,0,0,cylinder_piped,0,0,17.2,0,2,5,29,0,0,0,0,1,0,0,not_applicable,2023,3,8,neonatal_respiratory,3,5,1,3,0,136.0,37.0,0,grid_unreliable,7
8787,district_hospital,O2_0088,rural,51,0,0,0,0,cylinder_portable,0,0,4.5,0,2,6,7,0,0,0,0,0,0,24,concentrator_malfunction,2024,5,11,other_hypoxemia,0,11,0,7,4,255.0,132.0,0,none,28
8788,district_hospital,O2_0196,rural,25,0,0,0,0,LOX_bulk_tank,0,0,1.6,0,2,4,0,0,1,0,0,1,1,0,not_applicable,2023,1,10,asthma_severe,3,7,0,4,0,188.0,66.0,0,none,6
8789,district_hospital,O2_0059,rural,110,0,0,0,0,oxygen_concentrator,6,1,13.1,0,4,5,17,0,0,0,0,1,1,4,concentrator_malfunction,2024,11,6,COVID19_severe,3,3,1,1,0,136.0,51.0,1,generator_only,12
8790,district_hospital,O2_0167,peri_urban,71,0,0,0,1,none,0,0,3.7,1,1,3,3,0,1,0,0,1,1,5,demand_surge,2021,6,8,trauma,4,4,1,2,0,279.0,59.0,1,none,26
8791,district_hospital,O2_0146,peri_urban,45,0,0,0,0,cylinder_piped,0,0,2.6,1,2,3,21,0,0,0,0,1,1,0,not_applicable,2024,8,11,pneumonia_adult,5,6,1,1,0,208.0,2.0,1,grid_unreliable,0
8792,district_hospital,O2_0196,rural,23,0,0,0,0,oxygen_concentrator,2,0,2.6,0,5,2,0,0,1,0,0,0,0,5,funding_for_refill,2024,10,9,COPD_exacerbation,0,9,0,5,3,195.0,5.0,1,generator_only,18
8793,district_hospital,O2_0047,rural,117,0,0,0,0,oxygen_concentrator,1,0,6.2,0,6,4,3,0,0,0,0,0,0,1,concentrator_malfunction,2024,6,8,severe_malaria,0,8,0,2,1,86.0,5.0,1,none,4
8794,district_hospital,O2_0113,rural,8,0,0,0,0,cylinder_piped,0,0,3.7,0,8,4,43,0,0,0,0,0,0,8,cylinder_delivery_delay,2024,4,13,surgical_anaesthesia,0,13,0,7,5,165.0,38.0,0,none,56
8795,district_hospital,O2_0132,peri_urban,11,0,0,0,0,oxygen_concentrator,0,0,12.7,0,1,4,3,0,0,0,0,0,0,25,funding_for_refill,2021,11,12,COVID19_severe,0,12,0,6,1,172.0,50.0,1,generator_only,3
8796,district_hospital,O2_0124,rural,45,0,0,0,0,PSA_plant_onsite,0,0,0.1,0,5,3,13,1,0,0,0,1,0,0,not_applicable,2022,8,11,trauma,3,8,0,3,0,152.0,100.0,0,grid_unreliable,15
8797,district_hospital,O2_0044,rural,39,0,0,0,0,none,0,0,1.5,0,4,2,50,0,1,1,1,1,1,0,not_applicable,2024,2,8,COVID19_severe,4,4,1,2,0,142.0,3.0,0,grid_unreliable,3
8798,district_hospital,O2_0124,peri_urban,65,0,0,0,0,oxygen_concentrator,3,0,4.5,0,3,4,7,0,1,0,0,0,0,17,concentrator_malfunction,2023,8,6,surgical_anaesthesia,0,6,0,2,3,205.0,47.0,0,generator_only,41
8799,district_hospital,O2_0143,rural,71,0,0,0,0,cylinder_portable,0,0,1.1,0,3,6,7,0,0,0,0,1,0,0,not_applicable,2022,1,11,severe_malaria,2,9,1,3,0,299.0,11.0,1,grid_reliable,23
8800,district_hospital,O2_0071,rural,121,0,0,0,0,oxygen_concentrator,2,0,0.5,0,3,2,5,0,0,0,0,1,0,0,not_applicable,2022,10,10,pneumonia_child,8,2,0,0,0,274.0,16.0,0,grid_unreliable,0
8801,district_hospital,O2_0005,rural,77,0,0,0,0,oxygen_concentrator,2,0,3.5,0,2,2,7,0,0,0,0,1,0,0,not_applicable,2024,10,11,pneumonia_adult,8,3,1,1,0,275.0,36.0,0,grid_unreliable,11
8802,district_hospital,O2_0187,rural,50,0,0,0,0,cylinder_piped,0,0,1.7,0,3,4,6,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,12,14,trauma,0,14,0,4,6,257.0,94.0,0,grid_reliable,1
8803,district_hospital,O2_0157,urban,100,0,0,0,0,cylinder_portable,0,0,1.3,1,2,1,4,0,0,0,0,0,0,12,empty_cylinders_not_collected,2024,9,16,surgical_anaesthesia,0,16,0,8,5,56.0,23.0,1,grid_reliable,5
8804,district_hospital,O2_0189,rural,99,0,0,0,0,oxygen_concentrator,3,1,5.2,0,3,12,25,0,0,0,0,0,0,30,funding_for_refill,2022,10,11,pneumonia_adult,0,11,0,6,4,18.0,49.0,1,none,2
8805,district_hospital,O2_0014,peri_urban,49,0,0,0,0,cylinder_piped,0,0,1.7,0,5,4,15,0,0,0,0,1,1,0,not_applicable,2021,8,14,sepsis,3,11,1,5,0,138.0,86.0,1,grid_unreliable,6
8806,district_hospital,O2_0018,peri_urban,117,0,0,1,0,oxygen_concentrator,3,1,0.1,0,6,5,12,0,0,0,0,1,1,0,not_applicable,2021,8,10,pneumonia_child,4,6,0,2,0,292.0,28.0,0,grid_unreliable,15
8807,district_hospital,O2_0022,rural,102,0,0,0,0,LOX_bulk_tank,1,0,4.1,0,2,5,20,0,0,0,0,1,0,0,not_applicable,2023,7,13,surgical_anaesthesia,4,9,0,4,0,85.0,2.0,0,none,20
8808,district_hospital,O2_0097,urban,91,0,0,0,0,cylinder_portable,0,0,1.5,0,2,6,5,0,0,0,0,0,0,7,concentrator_malfunction,2023,3,17,asthma_severe,0,17,0,7,1,306.0,1.0,1,grid_unreliable,1
8809,district_hospital,O2_0175,peri_urban,102,0,0,0,0,cylinder_piped,0,0,1.1,0,1,2,9,0,0,0,0,1,0,0,not_applicable,2022,11,10,COPD_exacerbation,4,6,0,2,0,252.0,30.0,0,grid_unreliable,24
8810,district_hospital,O2_0034,peri_urban,54,0,0,0,0,cylinder_portable,0,0,1.8,0,4,2,4,0,0,0,0,0,0,8,concentrator_malfunction,2024,4,14,pneumonia_child,0,14,0,6,1,144.0,21.0,0,none,1
8811,district_hospital,O2_0045,peri_urban,30,0,0,0,0,cylinder_portable,0,0,1.7,0,3,4,14,0,0,0,0,1,0,0,not_applicable,2023,12,15,COVID19_severe,6,9,0,4,0,53.0,194.0,0,grid_unreliable,34
8812,district_hospital,O2_0111,urban,5,0,0,0,0,oxygen_concentrator,1,0,5.7,0,4,3,17,0,0,0,0,1,1,0,not_applicable,2022,10,10,other_hypoxemia,4,6,1,1,0,167.0,26.0,0,grid_reliable,12
8813,district_hospital,O2_0160,peri_urban,48,0,0,0,0,LOX_bulk_tank,0,0,8.6,0,3,4,27,0,1,1,0,1,1,0,not_applicable,2021,4,12,pneumonia_child,6,6,0,2,0,158.0,176.0,1,none,11
8814,district_hospital,O2_0145,rural,54,0,0,0,0,cylinder_portable,0,0,0.9,0,0,3,35,0,0,0,0,0,0,4,power_outage,2024,3,14,COPD_exacerbation,0,14,0,6,1,211.0,54.0,1,grid_unreliable,43
8815,district_hospital,O2_0167,rural,46,0,0,0,0,none,0,0,0.2,0,6,7,32,0,0,0,0,0,0,6,piping_system_leak,2024,8,15,heart_failure,0,15,0,9,4,190.0,7.0,1,grid_unreliable,20
8816,district_hospital,O2_0126,rural,121,0,0,0,0,cylinder_portable,0,0,0.5,0,2,5,2,0,1,0,0,0,0,30,concentrator_malfunction,2022,12,14,pneumonia_adult,0,14,0,6,1,219.0,80.0,0,generator_only,10
8817,district_hospital,O2_0161,rural,63,0,0,0,0,none,0,0,3.2,1,4,2,0,0,0,0,0,0,0,1,concentrator_malfunction,2024,2,12,neonatal_respiratory,0,12,0,4,6,228.0,25.0,0,grid_reliable,11
8818,district_hospital,O2_0109,rural,47,0,0,0,0,cylinder_portable,0,0,4.8,1,3,3,108,0,0,0,0,0,0,9,funding_for_refill,2024,11,14,severe_malaria,0,14,0,6,6,295.0,76.0,1,solar,10
8819,district_hospital,O2_0019,peri_urban,38,0,0,0,0,cylinder_portable,0,0,5.6,0,4,3,21,0,1,1,1,0,0,1,cylinder_delivery_delay,2023,4,6,pneumonia_child,0,6,0,4,2,127.0,47.0,0,none,4
8820,district_hospital,O2_0046,rural,84,0,0,0,0,cylinder_portable,0,0,0.1,0,3,2,5,0,0,0,0,0,0,1,supplier_stockout,2023,7,7,pneumonia_child,0,7,0,3,2,219.0,80.0,0,solar,2
8821,district_hospital,O2_0041,urban,124,0,0,0,0,cylinder_portable,0,0,11.3,0,1,6,68,0,0,0,0,0,0,14,cylinder_delivery_delay,2024,2,16,pneumonia_adult,0,16,0,7,10,113.0,100.0,1,grid_unreliable,3
8822,district_hospital,O2_0058,rural,102,0,0,0,0,cylinder_portable,0,0,6.6,0,4,4,53,0,1,1,0,0,0,30,funding_for_refill,2024,7,13,sepsis,0,13,0,4,4,205.0,21.0,0,none,3
8823,district_hospital,O2_0167,peri_urban,78,0,0,0,0,oxygen_concentrator,1,0,0.0,0,4,6,1,0,0,0,0,0,0,4,power_outage,2024,1,13,pneumonia_adult,0,13,0,10,7,163.0,1.0,0,none,15
8824,district_hospital,O2_0096,peri_urban,34,0,0,0,0,oxygen_concentrator,3,0,6.4,0,3,3,11,0,1,0,0,0,0,7,regulator_valve_failure,2024,5,14,neonatal_respiratory,0,14,0,5,2,386.0,185.0,0,solar,9
8825,district_hospital,O2_0125,rural,10,0,0,0,0,oxygen_concentrator,1,0,4.6,0,1,2,8,0,0,0,0,1,0,8,cylinder_delivery_delay,2021,6,8,COPD_exacerbation,5,3,1,1,0,205.0,26.0,0,grid_unreliable,31
8826,district_hospital,O2_0120,peri_urban,84,0,0,0,0,oxygen_concentrator,3,1,22.2,0,3,6,9,0,0,0,0,1,1,0,not_applicable,2022,6,8,pneumonia_adult,3,5,0,2,0,55.0,44.0,0,none,6
8827,district_hospital,O2_0073,peri_urban,69,0,0,0,0,cylinder_portable,1,0,20.9,0,1,3,31,0,1,0,0,0,0,9,cylinder_delivery_delay,2024,5,14,neonatal_respiratory,0,14,0,9,3,311.0,57.0,0,solar,3
8828,district_hospital,O2_0161,peri_urban,30,0,0,0,0,oxygen_concentrator,1,0,4.8,0,3,5,3,0,1,1,0,1,1,0,not_applicable,2023,9,9,asthma_severe,1,8,1,5,0,159.0,17.0,0,solar,2
8829,district_hospital,O2_0022,rural,17,1,1,0,0,cylinder_portable,2,0,9.5,1,5,4,2,0,1,0,0,1,1,0,not_applicable,2024,3,7,pneumonia_child,2,5,0,3,0,206.0,46.0,1,grid_unreliable,17
8830,district_hospital,O2_0088,urban,67,0,0,0,0,cylinder_portable,1,0,2.6,0,1,4,0,0,0,0,0,1,0,0,not_applicable,2024,10,5,pneumonia_child,1,4,1,1,0,379.0,26.0,0,grid_unreliable,38
8831,district_hospital,O2_0079,urban,61,0,0,0,1,cylinder_portable,0,0,4.9,1,5,5,11,0,0,0,0,1,1,0,not_applicable,2023,11,17,other_hypoxemia,8,9,0,6,0,154.0,44.0,0,grid_reliable,19
8832,district_hospital,O2_0063,urban,60,0,0,0,0,cylinder_portable,0,0,0.8,0,2,4,85,0,0,0,0,0,0,28,regulator_valve_failure,2023,12,14,sepsis,0,14,0,5,6,97.0,67.0,0,generator_only,1
8833,district_hospital,O2_0080,peri_urban,23,0,0,0,0,none,1,0,0.9,0,3,8,10,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,12,15,COVID19_severe,0,15,0,7,4,300.0,9.0,1,grid_unreliable,4
8834,district_hospital,O2_0181,peri_urban,5,0,0,0,0,cylinder_piped,0,0,4.7,0,2,9,19,0,0,0,0,0,0,30,power_outage,2022,5,8,pneumonia_child,0,8,0,4,3,135.0,0.0,1,none,11
8835,district_hospital,O2_0103,rural,34,0,0,0,0,cylinder_portable,0,0,3.8,1,4,3,11,0,0,0,0,1,0,0,not_applicable,2023,4,16,pneumonia_adult,5,11,0,5,0,205.0,29.0,1,grid_reliable,29
8836,district_hospital,O2_0196,rural,5,0,0,0,0,oxygen_concentrator,1,0,4.5,0,3,8,90,0,0,0,0,1,1,0,not_applicable,2024,9,16,pneumonia_adult,5,11,1,4,0,248.0,107.0,0,solar,16
8837,district_hospital,O2_0112,rural,30,0,0,0,0,cylinder_portable,0,0,4.5,0,1,3,32,0,1,0,0,1,1,0,not_applicable,2024,5,12,pneumonia_child,6,6,1,1,0,132.0,6.0,1,none,11
8838,district_hospital,O2_0106,peri_urban,74,0,0,0,0,LOX_bulk_tank,0,0,0.3,0,3,7,13,0,0,0,0,0,0,14,cylinder_delivery_delay,2024,12,12,pneumonia_child,0,12,0,7,5,92.0,16.0,1,none,10
8839,district_hospital,O2_0076,peri_urban,42,0,0,0,0,cylinder_portable,0,0,2.1,0,4,4,22,0,0,0,0,0,0,9,funding_for_refill,2023,12,15,neonatal_respiratory,0,15,0,6,3,289.0,48.0,1,none,1
8840,district_hospital,O2_0003,rural,64,0,0,0,0,cylinder_portable,0,0,1.6,0,2,4,8,0,0,0,0,0,0,1,power_outage,2021,11,9,neonatal_respiratory,0,9,0,8,1,115.0,72.0,1,none,40
8841,district_hospital,O2_0083,rural,33,1,0,0,0,cylinder_portable,0,0,6.6,0,3,3,12,0,0,0,0,0,0,12,power_outage,2023,12,18,surgical_anaesthesia,0,18,0,8,3,29.0,57.0,1,grid_reliable,15
8842,district_hospital,O2_0137,urban,5,0,0,0,0,cylinder_portable,1,0,8.2,0,1,4,14,0,0,0,0,0,0,26,concentrator_malfunction,2023,9,5,COPD_exacerbation,0,5,0,2,2,108.0,3.0,0,none,5
8843,district_hospital,O2_0032,peri_urban,86,0,0,0,0,cylinder_portable,0,0,5.1,1,6,4,37,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,1,16,pneumonia_child,0,16,0,7,3,255.0,5.0,0,solar,26
8844,district_hospital,O2_0186,rural,94,0,0,0,0,LOX_bulk_tank,0,0,5.1,1,0,0,2,0,0,0,0,1,1,0,not_applicable,2021,3,7,pneumonia_adult,4,3,0,2,0,151.0,18.0,0,none,8
8845,district_hospital,O2_0103,peri_urban,52,0,0,0,0,oxygen_concentrator,1,0,1.3,0,2,5,3,0,0,0,0,1,1,0,not_applicable,2023,8,8,COPD_exacerbation,5,3,0,0,0,170.0,18.0,0,none,30
8846,district_hospital,O2_0059,urban,80,0,0,0,0,cylinder_portable,0,0,15.4,0,3,4,14,0,1,0,0,0,0,4,concentrator_malfunction,2021,7,16,COVID19_severe,0,16,0,9,3,272.0,21.0,1,none,47
8847,district_hospital,O2_0104,rural,74,0,0,0,0,oxygen_concentrator,2,0,3.6,0,3,1,2,0,1,0,0,1,1,1,demand_surge,2023,9,11,pneumonia_adult,3,8,0,4,0,142.0,25.0,0,generator_only,20
8848,district_hospital,O2_0058,peri_urban,49,0,0,0,0,PSA_plant_onsite,2,0,4.5,0,3,0,7,1,1,1,0,0,0,7,piping_system_leak,2023,2,7,COVID19_severe,0,7,0,3,2,140.0,32.0,0,none,13
8849,district_hospital,O2_0031,urban,20,0,0,0,0,oxygen_concentrator,3,1,10.6,0,1,6,4,0,1,1,0,1,0,0,not_applicable,2024,6,16,sepsis,6,10,1,6,0,420.0,33.0,0,generator_only,12
8850,district_hospital,O2_0018,urban,137,0,0,1,0,oxygen_concentrator,4,2,0.3,1,3,2,2,0,0,0,0,0,0,25,cylinder_delivery_delay,2022,2,12,COVID19_severe,0,12,0,4,8,129.0,3.0,0,none,18
8851,district_hospital,O2_0005,peri_urban,108,0,0,0,0,none,0,0,5.0,0,4,4,7,0,0,0,0,1,0,0,not_applicable,2024,10,11,asthma_severe,5,6,1,3,0,233.0,221.0,1,solar,1
8852,district_hospital,O2_0015,rural,35,0,0,1,0,oxygen_concentrator,3,1,2.6,0,3,3,14,0,1,1,1,1,1,0,not_applicable,2024,7,7,pneumonia_child,3,4,0,2,0,109.0,60.0,0,none,9
8853,district_hospital,O2_0177,peri_urban,25,0,0,0,0,cylinder_portable,1,0,1.5,0,0,3,6,0,1,1,1,0,0,10,funding_for_refill,2024,4,10,COVID19_severe,0,10,0,5,3,176.0,52.0,0,grid_unreliable,25
8854,district_hospital,O2_0098,rural,80,0,0,0,0,oxygen_concentrator,3,1,0.4,0,4,6,10,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,10,15,surgical_anaesthesia,0,15,0,7,1,356.0,12.0,1,generator_only,49
8855,district_hospital,O2_0123,rural,104,0,0,0,0,cylinder_portable,2,0,11.4,0,1,6,19,0,0,0,0,1,1,0,not_applicable,2024,8,15,surgical_anaesthesia,2,13,1,5,0,241.0,17.0,1,grid_unreliable,7
8856,district_hospital,O2_0017,rural,51,0,0,0,0,cylinder_portable,0,0,5.8,0,1,5,8,0,0,0,0,1,1,0,not_applicable,2021,4,8,neonatal_respiratory,2,6,0,5,0,167.0,50.0,0,generator_only,0
8857,district_hospital,O2_0053,peri_urban,5,0,0,0,0,oxygen_concentrator,5,2,7.9,0,4,8,4,0,0,0,0,1,1,0,not_applicable,2022,10,13,pneumonia_child,5,8,0,3,0,187.0,3.0,1,grid_unreliable,77
8858,district_hospital,O2_0146,rural,66,0,0,0,0,none,0,0,3.8,1,0,3,7,0,0,0,0,0,0,19,empty_cylinders_not_collected,2024,6,14,heart_failure,0,14,0,6,2,80.0,105.0,1,grid_unreliable,10
8859,district_hospital,O2_0157,urban,53,0,0,0,0,cylinder_portable,3,2,7.3,0,5,4,3,0,1,0,0,0,0,21,cylinder_delivery_delay,2024,7,13,COVID19_severe,0,13,0,6,4,94.0,50.0,0,none,9
8860,district_hospital,O2_0130,peri_urban,94,0,0,0,0,cylinder_portable,0,0,4.5,0,3,2,48,0,0,0,0,1,1,0,not_applicable,2023,9,12,COPD_exacerbation,2,10,0,6,0,113.0,27.0,1,solar,33
8861,district_hospital,O2_0049,urban,63,0,0,0,0,oxygen_concentrator,1,0,2.0,1,3,2,29,0,1,0,0,0,0,12,cylinder_delivery_delay,2023,2,7,neonatal_respiratory,0,7,0,6,2,216.0,22.0,1,none,30
8862,district_hospital,O2_0091,urban,29,0,0,0,0,oxygen_concentrator,2,1,21.8,1,3,4,18,0,0,0,0,1,0,0,not_applicable,2023,2,9,sepsis,5,4,1,1,0,257.0,12.0,1,none,17
8863,district_hospital,O2_0007,peri_urban,86,0,0,0,0,oxygen_concentrator,1,0,4.6,0,3,4,35,0,0,0,0,0,0,1,concentrator_malfunction,2023,10,21,asthma_severe,0,21,0,7,6,247.0,11.0,1,solar,18
8864,district_hospital,O2_0085,rural,42,0,0,0,0,cylinder_portable,0,0,6.0,0,0,5,25,0,1,1,0,0,0,4,cylinder_delivery_delay,2024,11,13,trauma,0,13,0,5,4,177.0,55.0,0,generator_only,24
8865,district_hospital,O2_0141,peri_urban,10,0,0,0,0,cylinder_piped,0,0,5.8,0,1,6,17,0,0,0,0,1,1,14,power_outage,2023,7,16,other_hypoxemia,5,11,0,6,0,187.0,16.0,0,grid_reliable,46
8866,district_hospital,O2_0084,peri_urban,6,0,0,0,0,oxygen_concentrator,0,0,0.9,1,1,3,7,0,0,0,0,1,1,0,not_applicable,2022,10,11,pneumonia_adult,1,10,0,7,0,106.0,13.0,0,generator_only,2
8867,district_hospital,O2_0017,rural,5,0,0,1,0,none,0,0,8.5,0,2,3,4,0,0,0,0,1,1,0,not_applicable,2024,6,12,asthma_severe,6,6,0,3,0,126.0,12.0,1,generator_only,12
8868,district_hospital,O2_0161,peri_urban,68,0,0,0,0,cylinder_piped,0,0,6.0,0,1,4,7,0,0,0,0,0,0,9,power_outage,2024,12,17,severe_malaria,0,17,0,12,7,62.0,104.0,1,grid_unreliable,6
8869,district_hospital,O2_0158,urban,38,0,0,0,1,oxygen_concentrator,4,0,21.0,1,5,5,0,0,0,0,0,0,0,25,power_outage,2021,12,14,surgical_anaesthesia,0,14,0,7,3,241.0,217.0,0,none,8
8870,district_hospital,O2_0025,peri_urban,42,0,0,0,0,cylinder_portable,0,0,5.0,0,1,6,14,0,1,1,0,1,1,1,power_outage,2024,9,9,pneumonia_child,8,1,1,0,0,238.0,187.0,1,solar,12
8871,district_hospital,O2_0134,urban,86,0,1,0,0,oxygen_concentrator,4,2,1.0,0,5,2,18,0,0,0,0,1,1,3,supplier_stockout,2023,11,9,other_hypoxemia,1,8,1,4,0,387.0,30.0,1,none,7
8872,district_hospital,O2_0015,urban,41,0,0,1,0,none,0,0,13.6,0,3,6,21,0,0,0,0,0,0,13,concentrator_malfunction,2024,10,9,COVID19_severe,0,9,0,1,2,137.0,34.0,0,grid_unreliable,17
8873,district_hospital,O2_0100,urban,69,0,0,0,0,oxygen_concentrator,1,0,4.7,0,4,2,28,0,0,0,0,1,0,0,not_applicable,2021,3,7,pneumonia_child,2,5,1,1,0,206.0,176.0,0,grid_unreliable,13
8874,district_hospital,O2_0055,rural,75,0,0,0,0,oxygen_concentrator,1,0,1.2,0,4,2,11,0,0,0,0,1,1,0,not_applicable,2021,10,9,other_hypoxemia,4,5,0,3,0,259.0,9.0,1,none,14
8875,district_hospital,O2_0053,urban,62,0,0,0,0,LOX_bulk_tank,0,0,2.3,0,2,2,10,0,0,0,0,1,1,0,not_applicable,2024,3,8,trauma,2,6,0,2,0,113.0,7.0,1,grid_unreliable,43
8876,district_hospital,O2_0011,rural,57,0,0,0,0,cylinder_portable,0,0,4.3,0,6,3,9,0,0,0,0,1,1,0,not_applicable,2023,7,16,COPD_exacerbation,10,6,0,1,0,147.0,44.0,1,none,34
8877,district_hospital,O2_0130,rural,120,0,1,0,0,none,0,0,3.2,1,3,3,24,0,0,0,0,1,0,15,empty_cylinders_not_collected,2023,11,15,COPD_exacerbation,5,10,1,5,0,93.0,10.0,0,grid_unreliable,67
8878,district_hospital,O2_0030,peri_urban,105,0,0,0,0,cylinder_portable,0,0,0.7,1,4,2,10,0,0,0,0,1,1,0,not_applicable,2022,7,5,heart_failure,1,4,0,0,0,195.0,76.0,0,grid_unreliable,33
8879,district_hospital,O2_0117,peri_urban,5,0,0,0,0,none,0,0,14.9,0,1,3,36,0,1,1,0,0,0,5,funding_for_refill,2022,7,10,pneumonia_child,0,10,0,6,4,87.0,65.0,0,generator_only,12
8880,district_hospital,O2_0089,peri_urban,34,0,0,0,0,cylinder_portable,0,0,3.3,0,4,6,72,0,1,1,0,1,0,0,not_applicable,2023,3,11,surgical_anaesthesia,1,10,1,5,0,123.0,107.0,1,grid_unreliable,17
8881,district_hospital,O2_0009,peri_urban,49,0,0,0,0,oxygen_concentrator,2,0,3.3,0,3,4,0,0,0,0,0,1,1,0,not_applicable,2022,8,17,asthma_severe,13,4,1,2,0,189.0,74.0,0,solar,6
8882,district_hospital,O2_0165,rural,5,0,0,1,0,oxygen_concentrator,1,0,3.3,0,5,5,44,0,0,0,0,1,1,0,not_applicable,2024,10,9,trauma,3,6,0,2,0,11.0,63.0,1,none,19
8883,district_hospital,O2_0187,urban,85,0,0,0,0,PSA_plant_onsite,0,0,3.4,0,3,4,39,0,0,0,0,1,1,0,not_applicable,2021,11,14,other_hypoxemia,6,8,0,2,0,141.0,9.0,0,solar,3
8884,district_hospital,O2_0104,rural,11,0,0,0,0,cylinder_portable,0,0,8.8,0,4,4,35,0,0,0,0,0,0,3,power_outage,2024,4,10,COPD_exacerbation,0,10,0,6,6,191.0,66.0,0,solar,18
8885,district_hospital,O2_0058,rural,30,0,0,0,0,cylinder_portable,0,0,1.0,0,2,3,21,0,0,0,0,1,1,3,concentrator_malfunction,2024,1,18,sepsis,6,12,1,5,0,399.0,8.0,1,grid_unreliable,1
8886,district_hospital,O2_0028,urban,92,0,0,0,0,oxygen_concentrator,0,0,17.1,0,3,4,3,0,0,0,0,1,1,0,not_applicable,2021,4,16,surgical_anaesthesia,10,6,1,2,0,175.0,98.0,1,none,33
8887,district_hospital,O2_0069,peri_urban,102,0,0,0,0,cylinder_portable,0,0,2.2,1,3,2,9,0,1,0,0,1,0,0,not_applicable,2024,4,6,severe_malaria,2,4,1,1,0,237.0,253.0,1,grid_unreliable,28
8888,district_hospital,O2_0092,peri_urban,19,0,0,0,0,oxygen_concentrator,0,0,0.7,0,1,4,8,0,0,0,0,1,0,0,not_applicable,2021,8,16,surgical_anaesthesia,10,6,1,4,0,254.0,19.0,0,grid_unreliable,11
8889,district_hospital,O2_0180,peri_urban,124,0,0,0,0,oxygen_concentrator,1,0,1.1,0,4,2,10,0,0,0,0,1,1,0,not_applicable,2022,2,16,pneumonia_adult,6,10,0,7,0,221.0,38.0,1,none,0
8890,district_hospital,O2_0104,rural,5,0,0,0,0,cylinder_portable,3,1,0.2,0,3,1,1,0,1,1,1,1,1,0,not_applicable,2021,8,13,pneumonia_adult,6,7,0,2,0,235.0,27.0,0,solar,11
8891,district_hospital,O2_0100,peri_urban,5,0,0,0,0,cylinder_piped,0,0,4.0,0,1,5,4,0,1,1,0,0,0,10,cylinder_delivery_delay,2024,7,8,neonatal_respiratory,0,8,0,3,1,196.0,122.0,0,none,44
8892,district_hospital,O2_0122,urban,67,0,0,0,0,cylinder_portable,0,0,1.1,0,2,5,47,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,8,16,surgical_anaesthesia,0,16,0,5,9,203.0,48.0,1,generator_only,13
8893,district_hospital,O2_0189,peri_urban,126,0,0,1,0,oxygen_concentrator,1,0,4.4,0,4,3,37,0,0,0,0,0,0,8,empty_cylinders_not_collected,2024,8,15,sepsis,0,15,0,8,6,169.0,70.0,1,none,20
8894,district_hospital,O2_0120,rural,95,0,0,0,0,cylinder_piped,0,0,2.8,0,1,10,19,0,0,0,0,1,1,0,not_applicable,2022,12,12,pneumonia_adult,2,10,0,5,0,147.0,15.0,0,solar,7
8895,district_hospital,O2_0005,urban,37,0,0,0,0,cylinder_piped,0,0,4.8,0,2,8,27,0,0,0,0,0,0,3,supplier_stockout,2024,4,13,sepsis,0,13,0,8,2,149.0,11.0,0,none,4
8896,district_hospital,O2_0171,rural,5,0,0,0,0,cylinder_portable,0,0,6.5,0,1,7,18,0,1,0,0,0,0,18,power_outage,2023,12,12,COPD_exacerbation,0,12,0,6,1,99.0,6.0,0,grid_unreliable,29
8897,district_hospital,O2_0007,peri_urban,32,0,0,0,0,oxygen_concentrator,1,0,3.0,0,3,5,2,0,0,0,0,0,0,30,power_outage,2021,6,15,sepsis,0,15,0,6,3,326.0,26.0,0,solar,6
8898,district_hospital,O2_0010,rural,91,0,0,0,0,cylinder_portable,0,0,3.2,0,3,1,12,0,1,0,0,1,1,0,not_applicable,2022,7,12,heart_failure,5,7,1,3,0,259.0,21.0,0,grid_unreliable,4
8899,district_hospital,O2_0156,urban,114,0,0,0,0,oxygen_concentrator,3,1,14.6,0,2,4,34,0,1,0,0,0,0,2,no_oxygen_source,2024,2,15,COVID19_severe,0,15,0,3,5,260.0,11.0,1,generator_only,12
8900,district_hospital,O2_0116,peri_urban,32,0,0,0,0,cylinder_portable,0,0,1.1,0,2,4,33,0,0,0,0,0,0,9,funding_for_refill,2021,2,12,COPD_exacerbation,0,12,0,5,5,414.0,0.0,0,grid_unreliable,53
8901,district_hospital,O2_0102,rural,113,0,0,0,0,cylinder_piped,0,0,5.6,0,2,3,55,0,0,0,0,1,1,0,not_applicable,2024,7,10,pneumonia_child,4,6,1,2,0,286.0,17.0,1,grid_unreliable,3
8902,district_hospital,O2_0153,peri_urban,53,0,0,0,0,oxygen_concentrator,0,0,1.5,0,2,2,44,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,2,15,severe_malaria,0,15,0,6,0,91.0,3.0,0,grid_reliable,32
8903,district_hospital,O2_0118,peri_urban,17,0,0,0,0,cylinder_portable,0,0,3.9,0,4,5,32,0,0,0,0,1,0,3,empty_cylinders_not_collected,2023,12,12,COPD_exacerbation,7,5,0,3,0,148.0,11.0,1,solar,19
8904,district_hospital,O2_0177,rural,78,0,0,0,0,oxygen_concentrator,0,0,5.7,0,1,4,9,0,1,0,0,0,0,11,funding_for_refill,2022,5,8,pneumonia_child,0,8,0,6,3,259.0,36.0,0,grid_unreliable,5
8905,district_hospital,O2_0178,urban,65,0,0,0,0,none,1,0,3.2,0,4,5,35,0,0,0,0,1,1,0,not_applicable,2024,4,10,other_hypoxemia,5,5,0,3,0,362.0,4.0,0,none,3
8906,district_hospital,O2_0168,peri_urban,48,0,0,0,0,oxygen_concentrator,0,0,3.2,0,6,5,53,0,0,0,0,0,0,9,cylinder_delivery_delay,2022,5,16,severe_malaria,0,16,0,6,4,265.0,57.0,0,generator_only,9
8907,district_hospital,O2_0061,rural,26,0,0,0,0,cylinder_portable,0,0,9.1,0,1,9,14,0,0,0,0,0,0,4,demand_surge,2024,12,12,pneumonia_child,0,12,0,9,3,169.0,28.0,1,solar,4
8908,district_hospital,O2_0185,rural,120,1,0,0,0,oxygen_concentrator,2,0,13.1,0,5,2,25,0,0,0,0,1,0,4,cylinder_delivery_delay,2023,1,17,surgical_anaesthesia,11,6,0,2,0,284.0,32.0,1,grid_unreliable,0
8909,district_hospital,O2_0141,rural,62,0,0,0,0,cylinder_portable,1,0,0.1,1,4,4,40,0,1,0,0,1,0,3,no_oxygen_source,2023,10,16,asthma_severe,6,10,0,3,0,170.0,14.0,0,grid_unreliable,35
8910,district_hospital,O2_0190,peri_urban,80,0,0,0,0,oxygen_concentrator,1,0,0.1,0,4,5,16,0,0,0,0,1,1,0,not_applicable,2023,3,6,COPD_exacerbation,4,2,0,0,0,145.0,2.0,1,solar,2
8911,district_hospital,O2_0098,urban,5,0,0,0,0,oxygen_concentrator,4,1,2.9,0,6,2,6,0,1,0,0,1,1,0,not_applicable,2022,9,12,neonatal_respiratory,5,7,0,4,0,108.0,52.0,1,generator_only,6
8912,district_hospital,O2_0180,rural,36,0,0,0,0,cylinder_portable,0,0,1.4,0,7,3,5,0,1,0,0,0,0,5,empty_cylinders_not_collected,2023,1,13,COVID19_severe,0,13,0,5,1,188.0,6.0,0,grid_reliable,43
8913,district_hospital,O2_0002,rural,5,0,0,0,0,none,0,0,2.3,0,5,4,4,0,1,0,0,0,0,19,cylinder_delivery_delay,2022,11,10,other_hypoxemia,0,10,0,6,2,181.0,11.0,0,none,3
8914,district_hospital,O2_0056,urban,88,0,0,0,0,oxygen_concentrator,2,0,5.1,0,0,7,4,0,0,0,0,0,0,3,PSA_plant_breakdown,2024,8,11,neonatal_respiratory,0,11,0,3,5,289.0,68.0,0,grid_reliable,19
8915,district_hospital,O2_0073,urban,5,0,0,0,0,oxygen_concentrator,2,0,0.0,0,1,8,21,0,0,0,0,0,0,4,concentrator_malfunction,2022,10,14,sepsis,0,14,0,2,3,166.0,28.0,0,solar,2
8916,district_hospital,O2_0118,urban,30,0,0,0,0,cylinder_piped,0,0,0.4,0,6,4,3,0,0,0,0,0,0,11,cylinder_delivery_delay,2024,3,10,neonatal_respiratory,0,10,0,4,2,208.0,47.0,1,grid_unreliable,29
8917,district_hospital,O2_0036,urban,119,0,0,0,0,LOX_bulk_tank,0,0,1.1,0,3,2,23,0,0,0,0,1,1,0,not_applicable,2021,1,10,heart_failure,6,4,0,2,0,299.0,57.0,0,grid_unreliable,3
8918,district_hospital,O2_0052,peri_urban,72,0,0,0,0,cylinder_portable,0,0,13.7,0,4,2,31,0,0,0,0,0,0,15,concentrator_malfunction,2022,10,15,neonatal_respiratory,0,15,0,9,5,103.0,1.0,0,none,37
8919,district_hospital,O2_0171,rural,65,0,0,1,0,cylinder_piped,0,0,12.0,0,2,4,1,0,1,0,0,1,1,1,funding_for_refill,2023,10,10,asthma_severe,3,7,1,4,0,193.0,50.0,0,generator_only,10
8920,district_hospital,O2_0086,peri_urban,73,0,0,0,0,cylinder_portable,2,1,2.2,1,6,1,21,0,0,0,0,0,0,1,no_oxygen_source,2023,8,7,other_hypoxemia,0,7,0,3,2,174.0,97.0,0,grid_reliable,14
8921,district_hospital,O2_0105,rural,40,0,0,0,0,oxygen_concentrator,1,0,6.6,0,3,2,29,0,1,0,0,0,0,4,empty_cylinders_not_collected,2024,3,12,COVID19_severe,0,12,0,7,3,141.0,178.0,1,grid_unreliable,4
8922,district_hospital,O2_0155,rural,8,1,0,0,0,cylinder_piped,0,0,5.3,0,2,2,12,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,3,9,pneumonia_child,0,9,0,3,5,216.0,42.0,0,grid_unreliable,18
8923,district_hospital,O2_0191,urban,169,0,0,0,0,none,0,0,0.1,0,8,3,14,0,1,0,0,0,0,16,cylinder_delivery_delay,2023,5,5,severe_malaria,0,5,0,4,2,225.0,69.0,1,grid_unreliable,2
8924,district_hospital,O2_0198,peri_urban,148,0,0,0,0,cylinder_piped,0,0,4.7,0,2,5,14,0,0,0,0,1,0,0,not_applicable,2021,10,14,COVID19_severe,8,6,0,4,0,220.0,1.0,1,grid_unreliable,2
8925,district_hospital,O2_0194,rural,52,0,0,0,0,cylinder_portable,0,0,1.1,0,6,6,100,0,0,0,0,0,0,11,power_outage,2023,8,18,neonatal_respiratory,0,18,0,9,2,254.0,11.0,1,solar,6
8926,district_hospital,O2_0026,rural,70,0,0,0,0,oxygen_concentrator,5,1,7.5,0,2,5,73,0,0,0,0,0,0,2,power_outage,2023,4,11,other_hypoxemia,0,11,0,3,5,254.0,36.0,0,generator_only,44
8927,district_hospital,O2_0005,peri_urban,73,0,0,0,0,none,0,0,6.0,0,2,5,4,0,1,0,0,0,0,21,demand_surge,2023,3,8,severe_malaria,0,8,0,2,1,304.0,82.0,0,grid_reliable,7
8928,district_hospital,O2_0150,urban,5,0,0,0,0,LOX_bulk_tank,0,0,2.7,0,1,2,59,0,1,1,1,0,0,10,cylinder_delivery_delay,2024,5,13,asthma_severe,0,13,0,4,7,169.0,24.0,0,grid_reliable,31
8929,district_hospital,O2_0132,peri_urban,62,0,0,0,0,oxygen_concentrator,2,0,1.1,0,3,4,21,0,1,1,0,1,1,0,not_applicable,2022,12,15,asthma_severe,6,9,0,4,0,193.0,35.0,0,grid_unreliable,13
8930,district_hospital,O2_0001,rural,104,0,0,0,0,cylinder_portable,4,2,1.0,0,3,2,16,0,1,1,1,0,0,1,empty_cylinders_not_collected,2024,2,11,severe_malaria,0,11,0,1,0,108.0,30.0,1,solar,0
8931,district_hospital,O2_0163,rural,77,0,0,0,0,oxygen_concentrator,2,1,22.5,0,5,6,29,0,1,1,0,1,0,4,power_outage,2023,12,5,trauma,2,3,0,0,0,300.0,50.0,0,solar,11
8932,district_hospital,O2_0016,rural,30,0,0,0,0,oxygen_concentrator,4,2,7.4,1,0,5,50,0,1,1,0,1,1,0,not_applicable,2022,1,18,other_hypoxemia,7,11,0,2,0,143.0,79.0,1,none,2
8933,district_hospital,O2_0032,peri_urban,104,0,0,1,0,oxygen_concentrator,0,0,3.3,0,2,4,12,0,0,0,0,0,0,4,no_oxygen_source,2023,8,13,COVID19_severe,0,13,0,7,3,189.0,58.0,0,grid_unreliable,1
8934,district_hospital,O2_0109,rural,114,0,0,0,0,cylinder_portable,0,0,4.5,0,6,3,17,0,0,0,0,0,0,11,empty_cylinders_not_collected,2022,3,15,COPD_exacerbation,0,15,0,7,6,276.0,19.0,1,grid_reliable,16
8935,district_hospital,O2_0086,urban,106,0,0,0,0,cylinder_portable,0,0,1.0,0,4,6,23,0,0,0,0,1,1,1,cylinder_delivery_delay,2022,6,9,surgical_anaesthesia,6,3,0,0,0,127.0,13.0,1,solar,9
8936,district_hospital,O2_0195,urban,82,0,0,0,0,cylinder_portable,0,0,8.0,0,2,1,5,0,1,0,0,0,0,6,cylinder_delivery_delay,2024,2,12,COPD_exacerbation,0,12,0,7,2,190.0,6.0,0,grid_unreliable,60
8937,district_hospital,O2_0120,peri_urban,62,0,0,0,0,oxygen_concentrator,3,1,2.2,0,2,4,4,0,0,0,0,1,1,0,not_applicable,2023,1,11,surgical_anaesthesia,3,8,0,2,0,170.0,72.0,0,grid_unreliable,20
8938,district_hospital,O2_0196,rural,88,0,0,0,0,oxygen_concentrator,1,0,0.4,0,3,3,5,0,0,0,0,0,0,4,demand_surge,2024,3,11,pneumonia_child,0,11,0,7,2,97.0,0.0,0,solar,21
8939,district_hospital,O2_0033,rural,61,0,0,0,0,LOX_bulk_tank,1,0,11.6,0,2,4,0,0,1,0,0,0,0,2,cylinder_delivery_delay,2023,9,15,trauma,0,15,0,6,4,166.0,60.0,1,generator_only,8
8940,district_hospital,O2_0121,peri_urban,45,0,0,0,0,cylinder_portable,0,0,1.4,0,2,2,22,0,0,0,0,0,0,15,PSA_plant_breakdown,2022,9,9,pneumonia_adult,0,9,0,5,0,232.0,24.0,0,grid_unreliable,12
8941,district_hospital,O2_0016,peri_urban,143,0,0,0,0,oxygen_concentrator,2,0,5.9,0,4,3,15,0,0,0,0,1,1,1,funding_for_refill,2023,8,13,pneumonia_child,7,6,1,2,0,120.0,34.0,0,grid_unreliable,0
8942,district_hospital,O2_0044,rural,51,0,1,0,0,oxygen_concentrator,2,0,3.4,0,0,3,10,0,0,0,0,1,1,4,cylinder_delivery_delay,2024,12,15,asthma_severe,6,9,1,3,0,212.0,66.0,0,none,7
8943,district_hospital,O2_0152,rural,68,0,1,0,0,cylinder_portable,0,0,4.8,0,1,4,10,0,0,0,0,1,1,0,not_applicable,2021,11,12,neonatal_respiratory,4,8,0,5,0,133.0,33.0,0,none,11
8944,district_hospital,O2_0162,peri_urban,94,0,0,0,0,cylinder_piped,0,0,4.9,0,4,1,23,0,0,0,0,1,1,0,not_applicable,2024,2,8,COVID19_severe,4,4,1,2,0,367.0,87.0,0,none,1
8945,district_hospital,O2_0060,urban,5,0,0,0,0,PSA_plant_onsite,0,0,4.4,0,6,2,53,0,0,0,0,0,0,11,cylinder_delivery_delay,2023,3,16,asthma_severe,0,16,0,7,0,333.0,84.0,0,none,37
8946,district_hospital,O2_0036,rural,69,0,1,0,0,cylinder_piped,0,0,3.4,0,3,5,55,0,0,0,0,1,1,0,not_applicable,2022,11,13,sepsis,4,9,0,5,0,354.0,87.0,1,grid_unreliable,0
8947,district_hospital,O2_0119,rural,114,0,0,0,0,cylinder_portable,0,0,1.0,0,2,2,2,0,0,0,0,0,0,1,regulator_valve_failure,2022,9,12,asthma_severe,0,12,0,5,3,183.0,16.0,0,grid_unreliable,7
8948,district_hospital,O2_0164,peri_urban,80,0,0,0,0,cylinder_portable,0,0,0.9,1,5,4,2,0,0,0,0,0,0,9,empty_cylinders_not_collected,2022,2,16,sepsis,0,16,0,5,4,333.0,135.0,1,none,4
8949,district_hospital,O2_0032,peri_urban,34,0,0,0,0,cylinder_piped,0,0,2.2,0,1,2,10,0,1,1,1,0,0,5,no_oxygen_source,2022,4,9,asthma_severe,0,9,0,4,0,222.0,30.0,0,grid_unreliable,14
8950,district_hospital,O2_0079,urban,27,0,0,0,0,oxygen_concentrator,1,0,4.5,0,3,3,4,0,1,1,0,1,1,0,not_applicable,2024,7,11,other_hypoxemia,4,7,0,1,0,179.0,44.0,1,none,53
8951,district_hospital,O2_0025,urban,23,0,0,0,0,oxygen_concentrator,2,0,3.0,0,1,2,6,0,1,1,0,0,0,5,power_outage,2022,4,9,trauma,0,9,0,4,3,283.0,17.0,1,grid_unreliable,54
8952,district_hospital,O2_0152,peri_urban,61,0,0,0,0,cylinder_portable,0,0,4.5,0,1,2,19,0,0,0,0,0,0,6,power_outage,2023,4,10,trauma,0,10,0,5,2,282.0,65.0,1,grid_unreliable,6
8953,district_hospital,O2_0176,urban,14,0,0,0,0,none,4,1,3.0,0,1,2,13,0,0,0,0,1,1,0,not_applicable,2023,2,7,severe_malaria,2,5,1,4,0,175.0,65.0,1,solar,2
8954,district_hospital,O2_0148,rural,145,0,0,0,0,none,0,0,0.4,0,2,4,24,0,1,1,0,1,0,1,demand_surge,2024,11,12,heart_failure,5,7,1,2,0,141.0,33.0,0,grid_unreliable,14
8955,district_hospital,O2_0036,rural,88,0,1,0,0,none,0,0,9.2,1,2,3,20,0,1,0,0,1,1,0,not_applicable,2021,1,19,COPD_exacerbation,7,12,0,5,0,105.0,73.0,0,grid_unreliable,11
8956,district_hospital,O2_0074,rural,5,0,0,0,0,oxygen_concentrator,1,0,5.2,0,4,6,28,0,0,0,0,0,0,17,demand_surge,2021,5,14,COVID19_severe,0,14,0,8,5,348.0,40.0,1,none,1
8957,district_hospital,O2_0073,rural,91,0,0,0,0,none,0,0,0.0,0,3,1,5,0,1,1,0,0,0,17,no_oxygen_source,2024,9,15,severe_malaria,0,15,0,7,4,181.0,2.0,1,grid_unreliable,1
8958,district_hospital,O2_0126,peri_urban,5,0,1,0,1,cylinder_portable,0,0,12.1,1,1,2,4,0,0,0,0,0,0,10,regulator_valve_failure,2024,1,14,heart_failure,0,14,0,4,3,219.0,41.0,1,grid_unreliable,3
8959,district_hospital,O2_0183,rural,74,0,0,0,0,cylinder_portable,0,0,1.6,1,3,6,6,0,0,0,0,1,0,0,not_applicable,2024,7,14,asthma_severe,4,10,0,6,0,150.0,32.0,0,grid_unreliable,14
8960,district_hospital,O2_0111,rural,26,0,0,1,0,cylinder_portable,0,0,5.2,0,3,6,13,0,1,1,0,0,0,20,piping_system_leak,2022,12,5,pneumonia_child,0,5,0,1,2,184.0,17.0,0,generator_only,4
8961,district_hospital,O2_0133,rural,32,0,0,0,0,cylinder_portable,0,0,6.3,0,2,4,13,0,0,0,0,0,0,1,funding_for_refill,2022,11,14,severe_malaria,0,14,0,5,4,286.0,36.0,1,grid_unreliable,1
8962,district_hospital,O2_0005,urban,87,0,1,0,0,LOX_bulk_tank,0,0,5.9,0,4,7,45,0,1,1,0,1,0,0,not_applicable,2022,5,7,heart_failure,2,5,0,3,0,224.0,2.0,1,solar,5
8963,district_hospital,O2_0082,peri_urban,33,0,0,0,0,oxygen_concentrator,0,0,24.5,0,3,2,82,0,0,0,0,0,0,2,concentrator_malfunction,2024,3,14,COVID19_severe,0,14,0,5,2,174.0,91.0,1,grid_unreliable,2
8964,district_hospital,O2_0006,rural,61,0,0,0,0,none,0,0,0.6,0,3,2,19,0,1,1,1,1,1,0,not_applicable,2022,5,13,neonatal_respiratory,8,5,0,3,0,187.0,115.0,0,grid_unreliable,17
8965,district_hospital,O2_0077,peri_urban,96,0,0,0,0,cylinder_portable,0,0,21.8,0,3,5,28,0,0,0,0,1,0,0,not_applicable,2021,2,10,pneumonia_child,4,6,0,4,0,187.0,6.0,1,grid_unreliable,17
8966,district_hospital,O2_0179,urban,36,0,0,1,0,cylinder_portable,5,3,7.2,0,1,5,20,0,1,0,0,0,0,1,empty_cylinders_not_collected,2022,3,9,COPD_exacerbation,0,9,0,5,3,52.0,38.0,0,generator_only,0
8967,district_hospital,O2_0022,peri_urban,117,0,0,0,0,none,0,0,6.2,1,1,3,10,0,0,0,0,0,0,11,power_outage,2021,10,8,asthma_severe,0,8,0,2,2,284.0,33.0,0,grid_unreliable,9
8968,district_hospital,O2_0181,rural,35,0,0,0,0,oxygen_concentrator,2,0,5.5,0,2,4,3,0,0,0,0,0,0,25,concentrator_malfunction,2024,4,16,neonatal_respiratory,0,16,0,5,2,188.0,20.0,1,generator_only,35
8969,district_hospital,O2_0010,rural,65,0,0,0,0,none,3,1,7.9,0,2,4,6,0,0,0,0,1,1,0,not_applicable,2022,4,14,pneumonia_adult,4,10,1,2,0,135.0,41.0,0,solar,13
8970,district_hospital,O2_0140,urban,66,0,0,0,0,LOX_bulk_tank,0,0,5.6,0,3,4,58,0,1,0,0,1,1,11,regulator_valve_failure,2021,5,10,sepsis,6,4,0,0,0,192.0,28.0,1,none,11
8971,district_hospital,O2_0151,rural,5,0,0,0,0,oxygen_concentrator,1,0,5.0,0,2,2,37,0,1,0,0,0,0,16,concentrator_malfunction,2024,9,16,severe_malaria,0,16,0,5,4,205.0,25.0,1,solar,6
8972,district_hospital,O2_0022,peri_urban,116,0,0,0,0,oxygen_concentrator,1,0,14.6,0,4,3,28,0,0,0,0,1,1,5,supplier_stockout,2022,3,16,trauma,5,11,0,5,0,89.0,18.0,0,generator_only,4
8973,district_hospital,O2_0098,peri_urban,33,0,0,0,0,cylinder_piped,2,0,1.7,0,2,3,13,0,0,0,0,1,0,1,concentrator_malfunction,2023,2,7,sepsis,4,3,1,0,0,255.0,4.0,0,none,16
8974,district_hospital,O2_0135,rural,78,0,0,0,1,cylinder_portable,0,0,1.9,1,1,5,17,0,1,0,0,1,1,0,not_applicable,2022,6,8,pneumonia_child,5,3,0,2,0,203.0,65.0,0,none,12
8975,district_hospital,O2_0121,peri_urban,103,0,0,0,0,oxygen_concentrator,1,0,0.1,0,5,0,6,0,0,0,0,0,0,10,concentrator_malfunction,2024,2,16,sepsis,0,16,0,7,3,152.0,16.0,1,generator_only,14
8976,district_hospital,O2_0186,rural,91,0,0,0,0,cylinder_portable,0,0,8.6,0,2,5,1,0,0,0,0,1,0,0,not_applicable,2021,2,20,pneumonia_child,9,11,1,2,0,297.0,116.0,1,solar,61
8977,district_hospital,O2_0074,urban,103,0,0,0,0,oxygen_concentrator,3,1,0.4,0,2,2,53,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,10,11,COPD_exacerbation,0,11,0,4,2,212.0,59.0,0,generator_only,41
8978,district_hospital,O2_0092,peri_urban,103,1,0,0,0,cylinder_piped,5,3,7.0,0,4,4,18,0,0,0,0,1,0,2,PSA_plant_breakdown,2023,7,13,surgical_anaesthesia,6,7,1,1,0,246.0,2.0,0,generator_only,7
8979,district_hospital,O2_0025,urban,143,0,1,0,0,LOX_bulk_tank,0,0,0.7,0,1,1,22,0,1,1,0,1,0,0,not_applicable,2024,11,15,asthma_severe,9,6,0,4,0,221.0,19.0,0,generator_only,23
8980,district_hospital,O2_0175,rural,118,0,0,0,0,cylinder_piped,0,0,2.0,0,2,6,16,0,1,0,0,1,0,0,not_applicable,2024,1,10,COPD_exacerbation,1,9,0,3,0,239.0,52.0,0,grid_unreliable,41
8981,district_hospital,O2_0096,rural,40,0,0,1,0,cylinder_piped,0,0,0.3,0,4,3,16,0,0,0,0,1,1,5,concentrator_malfunction,2022,5,9,severe_malaria,3,6,0,3,0,336.0,14.0,0,none,0
8982,district_hospital,O2_0007,peri_urban,139,0,0,0,0,none,0,0,3.4,0,1,7,24,0,0,0,0,1,1,1,power_outage,2023,3,13,pneumonia_adult,7,6,0,5,0,175.0,60.0,1,none,18
8983,district_hospital,O2_0091,rural,61,0,0,0,0,none,5,3,0.4,0,8,2,62,0,0,0,0,0,0,10,cylinder_delivery_delay,2023,1,11,neonatal_respiratory,0,11,0,7,5,246.0,45.0,0,grid_reliable,3
8984,district_hospital,O2_0084,peri_urban,78,0,0,0,1,cylinder_portable,0,0,2.6,1,1,3,7,0,1,1,0,1,1,0,not_applicable,2022,9,14,severe_malaria,6,8,0,3,0,392.0,14.0,0,none,3
8985,district_hospital,O2_0093,urban,84,0,0,0,0,cylinder_portable,0,0,1.1,0,5,1,12,0,0,0,0,0,0,23,power_outage,2022,4,8,pneumonia_child,0,8,0,6,2,272.0,55.0,1,generator_only,16
8986,district_hospital,O2_0079,rural,87,0,0,0,0,cylinder_portable,0,0,3.6,0,4,3,17,0,0,0,0,1,1,1,cylinder_delivery_delay,2024,1,14,severe_malaria,6,8,0,4,0,307.0,61.0,0,solar,5
8987,district_hospital,O2_0098,peri_urban,124,0,0,0,0,oxygen_concentrator,1,0,4.6,0,3,4,3,0,1,0,0,1,1,0,not_applicable,2024,2,10,heart_failure,2,8,1,4,0,139.0,36.0,0,grid_unreliable,7
8988,district_hospital,O2_0134,peri_urban,65,0,0,0,0,none,1,0,3.9,0,1,3,37,0,1,0,0,1,0,0,not_applicable,2022,11,17,COVID19_severe,5,12,0,5,0,212.0,11.0,0,solar,16
8989,district_hospital,O2_0071,peri_urban,22,0,0,0,0,cylinder_portable,0,0,12.0,0,3,5,10,0,0,0,0,1,1,0,not_applicable,2024,8,13,sepsis,2,11,0,4,0,304.0,21.0,1,grid_reliable,18
8990,district_hospital,O2_0122,urban,27,0,1,0,0,cylinder_portable,0,0,2.7,0,2,2,10,0,1,0,0,1,1,0,not_applicable,2023,12,15,pneumonia_child,5,10,0,3,0,225.0,2.0,1,grid_unreliable,0
8991,district_hospital,O2_0013,peri_urban,29,0,0,0,0,oxygen_concentrator,1,0,6.3,0,2,5,33,0,0,0,0,0,0,5,piping_system_leak,2024,1,12,asthma_severe,0,12,0,6,7,235.0,30.0,1,solar,7
8992,district_hospital,O2_0069,rural,146,0,1,0,0,cylinder_piped,2,0,12.0,0,2,5,8,0,0,0,0,0,0,30,concentrator_malfunction,2022,7,19,COPD_exacerbation,0,19,0,10,7,194.0,54.0,0,solar,3
8993,district_hospital,O2_0029,rural,95,0,0,0,0,none,0,0,2.5,0,1,7,40,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,11,13,pneumonia_adult,0,13,0,1,1,178.0,28.0,0,solar,23
8994,district_hospital,O2_0188,rural,19,0,1,0,0,oxygen_concentrator,1,0,2.0,0,4,5,14,0,1,1,1,0,0,26,cylinder_delivery_delay,2021,4,17,trauma,0,17,0,9,8,123.0,2.0,0,grid_unreliable,1
8995,district_hospital,O2_0174,rural,24,0,0,0,0,cylinder_portable,2,0,3.9,0,1,2,17,0,0,0,0,0,0,10,power_outage,2022,8,12,severe_malaria,0,12,0,6,3,216.0,59.0,0,generator_only,26
8996,district_hospital,O2_0141,rural,37,1,0,0,0,cylinder_portable,1,0,4.4,0,2,4,2,0,0,0,0,1,1,0,not_applicable,2023,12,16,COPD_exacerbation,7,9,0,5,0,124.0,76.0,0,none,15
8997,district_hospital,O2_0095,rural,124,0,0,0,0,cylinder_portable,0,0,4.8,0,0,4,37,0,0,0,0,1,0,1,power_outage,2024,5,18,trauma,9,9,0,5,0,89.0,36.0,1,grid_unreliable,6
8998,district_hospital,O2_0131,rural,19,0,0,1,0,oxygen_concentrator,3,1,11.9,0,2,2,15,0,1,1,0,0,0,30,cylinder_delivery_delay,2023,2,8,severe_malaria,0,8,0,3,2,122.0,67.0,1,solar,18
8999,district_hospital,O2_0035,peri_urban,92,0,0,0,0,cylinder_portable,0,0,2.8,0,8,3,41,0,0,0,0,0,0,1,concentrator_malfunction,2024,5,11,other_hypoxemia,0,11,0,4,6,274.0,81.0,1,solar,14
9000,district_hospital,O2_0081,rural,18,0,0,0,0,cylinder_portable,0,0,2.7,0,3,5,0,0,0,0,0,0,0,8,piping_system_leak,2024,5,11,asthma_severe,0,11,0,1,4,210.0,51.0,0,grid_unreliable,11
9001,district_hospital,O2_0007,peri_urban,42,0,0,0,0,cylinder_portable,1,0,0.9,0,4,6,8,0,0,0,0,1,1,2,cylinder_delivery_delay,2024,3,12,COVID19_severe,7,5,0,3,0,213.0,84.0,0,grid_unreliable,3
9002,district_hospital,O2_0100,peri_urban,77,0,0,0,0,cylinder_piped,0,0,6.5,0,6,5,51,0,0,0,0,0,0,6,cylinder_delivery_delay,2021,6,16,pneumonia_adult,0,16,0,8,3,108.0,34.0,1,grid_unreliable,1
9003,district_hospital,O2_0025,rural,42,0,0,0,0,cylinder_piped,1,0,10.8,1,5,2,34,0,0,0,0,0,0,9,empty_cylinders_not_collected,2024,9,11,surgical_anaesthesia,0,11,0,4,4,322.0,19.0,1,none,16
9004,district_hospital,O2_0042,urban,71,0,0,0,0,oxygen_concentrator,3,1,23.2,0,3,2,9,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,7,17,pneumonia_adult,0,17,0,11,2,257.0,10.0,1,solar,3
9005,district_hospital,O2_0064,urban,142,0,0,0,0,oxygen_concentrator,1,0,20.5,0,0,4,4,0,0,0,0,1,1,0,not_applicable,2022,9,11,neonatal_respiratory,6,5,0,2,0,352.0,6.0,1,grid_unreliable,7
9006,district_hospital,O2_0025,rural,91,0,0,0,0,oxygen_concentrator,1,0,0.6,0,3,4,9,0,0,0,0,1,1,0,not_applicable,2022,12,15,other_hypoxemia,4,11,0,5,0,302.0,21.0,0,generator_only,2
9007,district_hospital,O2_0129,rural,118,0,0,0,0,cylinder_portable,0,0,2.6,0,0,2,1,0,1,0,0,1,1,0,not_applicable,2021,7,14,sepsis,6,8,0,3,0,86.0,59.0,1,solar,1
9008,district_hospital,O2_0166,peri_urban,121,0,0,0,0,LOX_bulk_tank,0,0,0.8,0,5,4,22,0,1,0,0,1,1,0,not_applicable,2023,8,15,severe_malaria,6,9,0,3,0,179.0,1.0,0,generator_only,3
9009,district_hospital,O2_0171,urban,5,0,0,0,0,cylinder_portable,0,0,3.5,0,1,4,22,0,0,0,0,0,0,15,funding_for_refill,2021,1,12,other_hypoxemia,0,12,0,4,4,187.0,21.0,1,none,3
9010,district_hospital,O2_0029,rural,36,0,0,0,0,oxygen_concentrator,2,1,2.2,0,3,7,25,0,0,0,0,0,0,22,cylinder_delivery_delay,2024,1,11,pneumonia_adult,0,11,0,6,2,163.0,68.0,0,grid_unreliable,0
9011,district_hospital,O2_0150,peri_urban,111,0,0,0,0,none,0,0,4.9,0,2,6,17,0,0,0,0,0,0,13,empty_cylinders_not_collected,2023,3,7,neonatal_respiratory,0,7,0,1,2,231.0,36.0,0,none,14
9012,district_hospital,O2_0111,rural,5,0,0,0,0,cylinder_portable,0,0,6.8,0,6,4,7,0,0,0,0,0,0,26,regulator_valve_failure,2022,2,9,neonatal_respiratory,0,9,0,3,4,150.0,40.0,0,solar,6
9013,district_hospital,O2_0126,peri_urban,29,0,0,0,0,cylinder_portable,0,0,17.1,0,2,6,22,0,0,0,0,0,0,23,concentrator_malfunction,2021,3,15,surgical_anaesthesia,0,15,0,5,5,135.0,1.0,1,grid_unreliable,11
9014,district_hospital,O2_0053,peri_urban,7,0,0,0,0,cylinder_portable,1,0,1.4,1,2,7,9,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,1,16,trauma,0,16,0,7,4,239.0,104.0,0,generator_only,50
9015,district_hospital,O2_0030,peri_urban,5,0,0,0,0,cylinder_portable,0,0,22.7,0,4,5,44,0,0,0,0,0,0,21,demand_surge,2024,11,12,pneumonia_adult,0,12,0,4,1,267.0,19.0,0,grid_unreliable,57
9016,district_hospital,O2_0058,rural,5,0,0,0,0,cylinder_portable,0,0,0.3,0,4,4,8,0,0,0,0,1,1,0,not_applicable,2024,12,17,severe_malaria,6,11,0,5,0,280.0,114.0,1,grid_unreliable,23
9017,district_hospital,O2_0144,peri_urban,69,0,0,0,0,cylinder_portable,3,0,1.3,0,2,1,10,0,0,0,0,0,0,30,power_outage,2023,10,7,pneumonia_adult,0,7,0,4,3,247.0,145.0,1,solar,12
9018,district_hospital,O2_0136,rural,26,0,0,0,0,PSA_plant_onsite,0,0,2.2,0,1,5,1,1,1,1,0,0,0,19,cylinder_delivery_delay,2024,6,7,pneumonia_child,0,7,0,3,2,162.0,52.0,1,solar,2
9019,district_hospital,O2_0147,urban,98,0,0,0,0,cylinder_piped,0,0,5.4,0,3,2,26,0,0,0,0,0,0,8,concentrator_malfunction,2022,5,10,asthma_severe,0,10,0,4,5,92.0,21.0,1,none,7
9020,district_hospital,O2_0175,rural,128,0,0,0,0,oxygen_concentrator,3,1,0.5,0,2,5,9,0,0,0,0,1,1,0,not_applicable,2022,6,15,severe_malaria,7,8,0,2,0,166.0,87.0,0,none,21
9021,district_hospital,O2_0048,urban,5,0,0,0,0,cylinder_portable,2,1,13.0,0,0,4,1,0,0,0,0,1,1,0,not_applicable,2024,6,15,pneumonia_child,9,6,1,6,0,175.0,35.0,0,none,13
9022,district_hospital,O2_0101,peri_urban,56,0,0,0,0,cylinder_portable,0,0,0.5,0,4,3,10,0,0,0,0,0,0,9,cylinder_delivery_delay,2022,8,13,pneumonia_child,0,13,0,5,5,205.0,4.0,1,solar,17
9023,district_hospital,O2_0108,peri_urban,40,0,0,0,0,oxygen_concentrator,0,0,34.2,0,0,4,12,0,1,0,0,0,0,11,cylinder_delivery_delay,2022,11,13,trauma,0,13,0,7,7,231.0,34.0,1,solar,14
9024,district_hospital,O2_0106,rural,43,0,0,0,0,cylinder_portable,0,0,9.6,0,3,3,65,0,1,0,0,0,0,3,cylinder_delivery_delay,2023,6,14,COVID19_severe,0,14,0,3,4,176.0,33.0,1,none,29
9025,district_hospital,O2_0054,peri_urban,49,0,0,0,0,oxygen_concentrator,3,1,0.2,0,1,4,6,0,0,0,0,0,0,3,empty_cylinders_not_collected,2023,7,11,severe_malaria,0,11,0,5,4,205.0,20.0,1,generator_only,18
9026,district_hospital,O2_0098,urban,153,0,0,0,0,cylinder_portable,0,0,6.1,0,2,6,85,0,1,1,0,1,1,6,concentrator_malfunction,2023,5,11,pneumonia_adult,4,7,0,2,0,294.0,15.0,1,grid_unreliable,29
9027,district_hospital,O2_0175,peri_urban,184,0,1,0,0,none,1,0,8.9,0,0,7,33,0,1,1,0,1,0,0,not_applicable,2023,10,11,severe_malaria,4,7,0,2,0,294.0,58.0,1,none,8
9028,district_hospital,O2_0181,peri_urban,60,0,0,0,0,oxygen_concentrator,0,0,0.9,0,1,1,22,0,1,0,0,1,1,0,not_applicable,2023,11,9,pneumonia_adult,4,5,1,3,0,302.0,28.0,0,none,3
9029,district_hospital,O2_0140,peri_urban,40,0,1,0,0,cylinder_portable,0,0,4.6,0,6,5,6,0,0,0,0,0,0,13,cylinder_delivery_delay,2021,7,13,pneumonia_child,0,13,0,9,4,83.0,84.0,1,grid_unreliable,2
9030,district_hospital,O2_0118,peri_urban,95,0,0,0,0,cylinder_portable,1,0,7.2,1,3,4,44,0,0,0,0,1,1,0,not_applicable,2023,10,7,pneumonia_child,5,2,0,2,0,194.0,125.0,0,generator_only,1
9031,district_hospital,O2_0128,peri_urban,99,0,0,0,0,cylinder_portable,0,0,4.6,0,4,1,57,0,0,0,0,0,0,8,cylinder_delivery_delay,2022,2,8,pneumonia_child,0,8,0,4,3,303.0,41.0,1,grid_unreliable,32
9032,district_hospital,O2_0131,peri_urban,63,0,0,0,0,oxygen_concentrator,4,1,2.1,0,2,9,32,0,1,1,0,0,0,29,power_outage,2022,1,13,asthma_severe,0,13,0,7,4,157.0,2.0,1,solar,15
9033,district_hospital,O2_0143,rural,31,0,0,0,0,cylinder_piped,0,0,6.0,0,1,4,14,0,0,0,0,1,0,0,not_applicable,2023,8,11,pneumonia_child,2,9,0,4,0,182.0,49.0,0,grid_unreliable,10
9034,district_hospital,O2_0178,peri_urban,83,0,0,0,0,cylinder_piped,0,0,1.9,0,4,6,11,0,0,0,0,1,0,1,concentrator_malfunction,2023,1,10,pneumonia_adult,3,7,1,3,0,152.0,2.0,1,grid_reliable,8
9035,district_hospital,O2_0155,peri_urban,79,0,0,0,0,oxygen_concentrator,1,0,0.7,0,1,5,1,0,1,0,0,0,0,5,piping_system_leak,2022,7,11,severe_malaria,0,11,0,7,2,270.0,31.0,0,generator_only,5
9036,district_hospital,O2_0040,rural,91,0,0,0,0,PSA_plant_onsite,0,0,5.2,0,2,3,13,1,1,1,0,0,0,30,piping_system_leak,2024,1,11,sepsis,0,11,0,8,3,195.0,16.0,1,grid_unreliable,3
9037,district_hospital,O2_0185,peri_urban,48,0,0,0,0,cylinder_portable,0,0,2.2,0,2,1,3,0,0,0,0,1,1,5,concentrator_malfunction,2023,6,10,pneumonia_child,1,9,0,4,0,300.0,68.0,0,grid_unreliable,3
9038,district_hospital,O2_0166,peri_urban,127,0,0,0,0,cylinder_portable,0,0,5.4,0,3,4,14,0,0,0,0,1,1,2,empty_cylinders_not_collected,2022,1,15,severe_malaria,9,6,1,5,0,239.0,66.0,0,grid_unreliable,5
9039,district_hospital,O2_0171,urban,5,0,0,0,0,oxygen_concentrator,2,0,0.1,0,3,4,27,0,1,0,0,0,0,4,power_outage,2024,4,9,pneumonia_adult,0,9,0,5,4,254.0,2.0,1,solar,1
9040,district_hospital,O2_0126,rural,73,0,0,0,0,cylinder_piped,0,0,1.6,0,6,1,8,0,1,0,0,0,0,2,power_outage,2022,7,8,pneumonia_adult,0,8,0,1,2,185.0,41.0,0,solar,15
9041,district_hospital,O2_0189,urban,80,0,0,0,0,cylinder_portable,2,1,1.0,0,1,3,27,0,0,0,0,0,0,15,cylinder_delivery_delay,2022,3,22,surgical_anaesthesia,0,22,0,15,9,154.0,93.0,0,grid_reliable,27
9042,district_hospital,O2_0162,rural,94,0,0,0,0,LOX_bulk_tank,0,0,3.5,0,8,5,27,0,1,0,0,1,0,0,not_applicable,2022,4,8,pneumonia_child,5,3,0,1,0,424.0,8.0,0,grid_unreliable,0
9043,district_hospital,O2_0113,peri_urban,49,0,0,0,0,cylinder_piped,0,0,1.8,0,2,5,25,0,0,0,0,1,0,0,not_applicable,2023,7,9,pneumonia_child,5,4,0,2,0,232.0,61.0,0,grid_unreliable,30
9044,district_hospital,O2_0074,rural,81,0,0,0,0,oxygen_concentrator,5,1,11.8,0,1,6,7,0,0,0,0,0,0,2,concentrator_malfunction,2024,5,8,COVID19_severe,0,8,0,5,3,266.0,59.0,0,generator_only,2
9045,district_hospital,O2_0160,peri_urban,58,0,0,0,0,none,0,0,3.8,0,2,5,17,0,0,0,0,0,0,8,empty_cylinders_not_collected,2024,10,6,surgical_anaesthesia,0,6,0,3,0,308.0,11.0,0,grid_unreliable,38
9046,district_hospital,O2_0050,rural,90,0,0,0,0,cylinder_portable,0,0,12.1,0,2,5,62,0,0,0,0,0,0,30,funding_for_refill,2023,5,8,COVID19_severe,0,8,0,4,2,206.0,53.0,0,grid_unreliable,13
9047,district_hospital,O2_0131,urban,30,0,0,0,0,none,0,0,11.8,0,0,2,9,0,0,0,0,1,1,0,not_applicable,2023,6,14,severe_malaria,7,7,0,3,0,285.0,15.0,1,none,3
9048,district_hospital,O2_0147,urban,88,0,0,0,0,oxygen_concentrator,5,3,4.2,0,5,6,0,0,1,0,0,1,1,6,cylinder_delivery_delay,2022,5,10,COVID19_severe,3,7,1,3,0,302.0,2.0,1,none,18
9049,district_hospital,O2_0057,rural,73,0,0,0,0,oxygen_concentrator,3,1,9.4,0,3,7,10,0,0,0,0,0,0,21,cylinder_delivery_delay,2023,5,10,heart_failure,0,10,0,2,0,163.0,35.0,0,grid_unreliable,54
9050,district_hospital,O2_0141,rural,36,0,0,0,0,none,0,0,1.6,0,2,2,72,0,1,1,1,0,0,1,no_oxygen_source,2023,10,12,pneumonia_child,0,12,0,5,5,256.0,141.0,0,generator_only,15
9051,district_hospital,O2_0060,urban,53,0,0,0,0,cylinder_piped,0,0,34.5,0,3,4,1,0,0,0,0,0,0,1,regulator_valve_failure,2021,2,6,pneumonia_child,0,6,0,2,1,240.0,49.0,1,grid_unreliable,26
9052,district_hospital,O2_0174,peri_urban,81,0,0,0,0,oxygen_concentrator,2,0,3.9,0,7,5,36,0,0,0,0,1,0,0,not_applicable,2024,3,11,other_hypoxemia,8,3,1,2,0,172.0,87.0,0,generator_only,21
9053,district_hospital,O2_0061,peri_urban,92,0,0,0,0,PSA_plant_onsite,0,0,1.2,0,6,7,12,1,0,0,0,1,0,0,not_applicable,2023,12,10,asthma_severe,5,5,0,2,0,135.0,72.0,0,generator_only,48
9054,district_hospital,O2_0089,urban,81,0,0,0,0,oxygen_concentrator,1,0,9.7,0,2,7,43,0,1,1,0,0,0,5,cylinder_delivery_delay,2023,11,20,surgical_anaesthesia,0,20,0,7,12,131.0,13.0,0,grid_unreliable,10
9055,district_hospital,O2_0186,rural,87,0,0,0,0,cylinder_portable,0,0,0.8,0,2,2,3,0,0,0,0,0,0,14,demand_surge,2023,2,9,heart_failure,0,9,0,5,4,158.0,336.0,1,grid_reliable,5
9056,district_hospital,O2_0113,rural,83,0,0,0,0,cylinder_portable,3,1,0.4,0,5,3,3,0,0,0,0,0,0,8,cylinder_delivery_delay,2024,10,14,COPD_exacerbation,0,14,0,4,2,214.0,4.0,1,grid_reliable,44
9057,district_hospital,O2_0107,rural,28,0,0,0,0,cylinder_piped,0,0,15.4,1,4,5,18,0,1,0,0,1,1,0,not_applicable,2021,6,14,sepsis,6,8,0,4,0,138.0,39.0,0,solar,9
9058,district_hospital,O2_0041,urban,34,0,0,0,0,oxygen_concentrator,1,0,2.2,0,5,6,176,0,0,0,0,1,1,0,not_applicable,2021,12,12,COVID19_severe,4,8,0,6,0,326.0,22.0,0,none,4
9059,district_hospital,O2_0013,rural,16,0,0,0,0,oxygen_concentrator,2,0,9.0,1,2,10,1,0,0,0,0,1,0,0,not_applicable,2021,2,10,severe_malaria,5,5,0,2,0,234.0,59.0,0,grid_unreliable,23
9060,district_hospital,O2_0007,peri_urban,76,0,0,0,0,cylinder_portable,0,0,7.7,0,2,4,19,0,0,0,0,1,1,0,not_applicable,2021,10,14,pneumonia_child,9,5,1,4,0,204.0,110.0,1,grid_unreliable,24
9061,district_hospital,O2_0152,peri_urban,69,0,0,0,0,oxygen_concentrator,6,3,1.8,0,0,5,6,0,0,0,0,0,0,1,power_outage,2024,4,15,neonatal_respiratory,0,15,0,9,6,15.0,17.0,0,solar,35
9062,district_hospital,O2_0053,rural,99,0,0,0,0,none,0,0,4.3,0,2,7,8,0,0,0,0,1,0,0,not_applicable,2024,2,10,severe_malaria,2,8,0,5,0,187.0,50.0,0,generator_only,17
9063,district_hospital,O2_0037,rural,67,0,0,1,0,oxygen_concentrator,1,0,2.2,0,4,5,42,0,0,0,0,1,1,0,not_applicable,2024,10,11,pneumonia_adult,4,7,1,4,0,195.0,31.0,1,solar,1
9064,district_hospital,O2_0195,urban,64,0,0,0,0,oxygen_concentrator,4,1,4.7,0,4,3,5,0,0,0,0,1,1,9,demand_surge,2021,6,7,neonatal_respiratory,4,3,0,3,0,184.0,34.0,0,grid_unreliable,11
9065,district_hospital,O2_0155,rural,99,0,1,0,0,none,0,0,0.7,1,2,5,38,0,0,0,0,0,0,13,funding_for_refill,2022,10,24,pneumonia_adult,0,24,0,10,1,112.0,16.0,0,none,4
9066,district_hospital,O2_0076,urban,40,0,0,0,0,oxygen_concentrator,3,0,0.6,0,5,3,4,0,0,0,0,0,0,1,power_outage,2023,2,7,pneumonia_adult,0,7,0,3,2,198.0,78.0,0,generator_only,3
9067,district_hospital,O2_0128,rural,38,0,0,0,0,none,0,0,1.1,1,2,1,1,0,1,1,0,1,1,0,not_applicable,2024,8,10,severe_malaria,6,4,1,3,0,93.0,9.0,0,grid_unreliable,35
9068,district_hospital,O2_0155,peri_urban,160,0,0,0,0,LOX_bulk_tank,0,0,13.1,1,3,1,26,0,1,0,0,1,1,0,not_applicable,2024,12,14,pneumonia_adult,8,6,0,2,0,193.0,90.0,1,solar,3
9069,district_hospital,O2_0085,urban,5,0,0,0,0,none,0,0,3.7,0,6,4,27,0,1,0,0,1,1,0,not_applicable,2021,10,8,pneumonia_child,4,4,1,4,0,319.0,62.0,0,grid_unreliable,0
9070,district_hospital,O2_0165,peri_urban,84,0,0,0,0,cylinder_portable,0,0,1.3,0,4,8,7,0,1,1,0,0,0,27,cylinder_delivery_delay,2024,2,14,heart_failure,0,14,0,5,4,89.0,288.0,0,none,8
9071,district_hospital,O2_0001,peri_urban,99,0,0,0,0,oxygen_concentrator,1,0,0.7,0,2,1,11,0,0,0,0,0,0,5,PSA_plant_breakdown,2022,12,6,pneumonia_adult,0,6,0,2,0,189.0,26.0,1,none,9
9072,district_hospital,O2_0193,urban,70,0,0,0,0,cylinder_piped,0,0,3.9,1,3,5,5,0,1,0,0,1,1,0,not_applicable,2021,3,12,COVID19_severe,3,9,0,2,0,264.0,16.0,1,solar,9
9073,district_hospital,O2_0193,urban,173,0,0,0,0,oxygen_concentrator,2,1,32.6,0,4,4,37,0,0,0,0,1,0,0,not_applicable,2023,4,14,COPD_exacerbation,10,4,1,1,0,267.0,31.0,0,generator_only,9
9074,district_hospital,O2_0069,urban,69,0,1,0,0,cylinder_piped,0,0,0.5,0,4,6,17,0,0,0,0,1,1,0,not_applicable,2021,1,20,neonatal_respiratory,8,12,1,7,0,38.0,49.0,1,grid_unreliable,5
9075,district_hospital,O2_0080,peri_urban,100,0,0,0,1,cylinder_portable,0,0,0.3,1,2,3,30,0,0,0,0,0,0,7,cylinder_delivery_delay,2024,2,8,neonatal_respiratory,0,8,0,3,0,295.0,16.0,1,generator_only,15
9076,district_hospital,O2_0116,peri_urban,126,0,0,0,0,LOX_bulk_tank,1,0,6.2,0,3,6,22,0,0,0,0,1,0,9,cylinder_delivery_delay,2024,12,14,severe_malaria,5,9,0,5,0,316.0,8.0,1,grid_unreliable,16
9077,district_hospital,O2_0034,rural,33,0,0,0,0,cylinder_piped,0,0,7.3,0,4,6,11,0,1,1,0,0,0,19,cylinder_delivery_delay,2021,7,12,COPD_exacerbation,0,12,0,4,2,144.0,47.0,1,none,5
9078,district_hospital,O2_0151,rural,69,0,0,0,0,oxygen_concentrator,0,0,2.3,0,2,3,14,0,0,0,0,1,1,0,not_applicable,2023,7,10,COPD_exacerbation,4,6,0,3,0,193.0,91.0,1,grid_unreliable,33
9079,district_hospital,O2_0175,urban,64,0,0,1,0,none,0,0,5.6,0,3,3,76,0,1,1,0,1,0,0,not_applicable,2022,4,8,pneumonia_child,4,4,0,2,0,198.0,43.0,0,none,9
9080,district_hospital,O2_0018,peri_urban,26,0,0,0,0,cylinder_piped,0,0,5.6,0,5,3,8,0,0,0,0,0,0,13,power_outage,2024,8,11,COPD_exacerbation,0,11,0,4,4,161.0,9.0,0,grid_unreliable,37
9081,district_hospital,O2_0094,peri_urban,65,0,0,0,0,oxygen_concentrator,1,0,1.7,0,5,3,1,0,0,0,0,0,0,1,empty_cylinders_not_collected,2023,5,12,heart_failure,0,12,0,7,5,59.0,115.0,1,solar,14
9082,district_hospital,O2_0161,rural,5,0,0,0,0,none,0,0,14.0,0,0,8,1,0,1,0,0,0,0,1,funding_for_refill,2024,6,17,COVID19_severe,0,17,0,6,3,115.0,219.0,0,none,30
9083,district_hospital,O2_0141,rural,41,0,0,0,0,cylinder_portable,0,0,1.6,0,3,4,0,0,0,0,0,0,0,30,cylinder_delivery_delay,2023,9,8,asthma_severe,0,8,0,3,2,0.0,74.0,0,generator_only,47
9084,district_hospital,O2_0172,peri_urban,76,0,0,0,0,none,0,0,1.1,0,5,6,105,0,0,0,0,0,0,16,empty_cylinders_not_collected,2023,1,5,neonatal_respiratory,0,5,0,1,1,159.0,201.0,1,none,0
9085,district_hospital,O2_0083,rural,5,0,0,0,0,none,0,0,0.4,0,5,2,3,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,1,11,pneumonia_adult,0,11,0,6,3,155.0,51.0,0,grid_unreliable,55
9086,district_hospital,O2_0047,peri_urban,128,0,0,0,0,cylinder_piped,0,0,7.7,0,4,4,21,0,0,0,0,0,0,23,piping_system_leak,2023,12,16,COPD_exacerbation,0,16,0,6,3,222.0,124.0,1,generator_only,32
9087,district_hospital,O2_0191,peri_urban,127,0,0,0,0,none,4,1,7.3,0,3,4,11,0,0,0,0,1,1,3,empty_cylinders_not_collected,2024,3,11,COVID19_severe,7,4,1,2,0,230.0,53.0,1,generator_only,0
9088,district_hospital,O2_0095,rural,58,0,0,0,0,oxygen_concentrator,8,4,23.9,0,2,0,21,0,0,0,0,1,1,2,cylinder_delivery_delay,2024,6,15,surgical_anaesthesia,4,11,0,5,0,222.0,45.0,1,grid_unreliable,18
9089,district_hospital,O2_0190,rural,166,0,0,0,0,cylinder_portable,0,0,0.6,0,4,2,0,0,0,0,0,0,0,15,cylinder_delivery_delay,2023,9,13,neonatal_respiratory,0,13,0,9,5,158.0,5.0,0,generator_only,18
9090,district_hospital,O2_0104,rural,34,0,1,0,0,cylinder_portable,0,0,1.3,0,2,3,10,0,1,0,0,1,1,0,not_applicable,2021,9,16,neonatal_respiratory,6,10,1,6,0,270.0,52.0,0,grid_unreliable,20
9091,district_hospital,O2_0177,peri_urban,73,0,1,0,0,oxygen_concentrator,0,0,5.1,0,6,5,6,0,0,0,0,0,0,1,PSA_plant_breakdown,2021,7,22,surgical_anaesthesia,0,22,0,10,8,204.0,73.0,1,none,4
9092,district_hospital,O2_0078,rural,5,0,0,1,0,cylinder_piped,0,0,11.9,0,3,4,1,0,1,0,0,0,0,10,cylinder_delivery_delay,2022,10,7,heart_failure,0,7,0,4,2,123.0,77.0,0,grid_unreliable,2
9093,district_hospital,O2_0182,rural,60,0,0,0,0,cylinder_piped,0,0,5.8,0,2,2,14,0,0,0,0,1,1,0,not_applicable,2023,1,8,other_hypoxemia,1,7,0,2,0,131.0,75.0,0,grid_reliable,6
9094,district_hospital,O2_0097,rural,74,0,0,0,0,cylinder_piped,0,0,7.8,0,2,1,12,0,0,0,0,1,1,1,piping_system_leak,2024,4,15,trauma,8,7,0,3,0,182.0,79.0,1,none,16
9095,district_hospital,O2_0065,rural,55,0,0,0,0,cylinder_portable,0,0,6.7,0,4,4,89,0,0,0,0,0,0,16,no_oxygen_source,2023,12,8,heart_failure,0,8,0,5,1,192.0,21.0,1,generator_only,19
9096,district_hospital,O2_0104,rural,5,0,0,0,0,none,0,0,12.2,0,1,1,5,0,0,0,0,1,1,4,concentrator_malfunction,2023,6,16,heart_failure,4,12,1,4,0,160.0,53.0,1,grid_unreliable,1
9097,district_hospital,O2_0194,rural,5,0,0,0,0,cylinder_piped,0,0,4.9,0,4,2,15,0,0,0,0,0,0,23,piping_system_leak,2024,5,11,heart_failure,0,11,0,5,1,171.0,68.0,0,none,23
9098,district_hospital,O2_0025,rural,5,0,1,1,0,cylinder_piped,0,0,1.8,0,4,1,12,0,1,0,0,1,1,0,not_applicable,2024,3,12,COPD_exacerbation,4,8,0,3,0,65.0,16.0,1,none,23
9099,district_hospital,O2_0185,urban,35,0,0,0,0,cylinder_portable,0,0,1.7,0,2,3,2,0,1,1,1,0,0,23,regulator_valve_failure,2024,4,7,sepsis,0,7,0,2,3,237.0,1.0,0,solar,2
9100,district_hospital,O2_0060,peri_urban,106,0,0,1,0,LOX_bulk_tank,0,0,2.0,0,0,4,1,0,1,0,0,0,0,10,cylinder_delivery_delay,2024,7,9,pneumonia_child,0,9,0,5,1,117.0,58.0,0,generator_only,12
9101,district_hospital,O2_0109,peri_urban,34,0,0,0,1,cylinder_piped,0,0,0.2,1,6,4,8,0,0,0,0,1,1,2,power_outage,2022,12,8,COVID19_severe,0,8,0,3,0,230.0,4.0,0,solar,15
9102,district_hospital,O2_0023,rural,15,0,0,0,0,oxygen_concentrator,2,1,1.0,0,1,6,33,0,0,0,0,0,0,30,no_oxygen_source,2023,6,5,COVID19_severe,0,5,0,1,2,136.0,138.0,0,grid_unreliable,4
9103,district_hospital,O2_0038,rural,122,0,0,1,0,cylinder_portable,0,0,3.0,0,5,4,53,0,0,0,0,0,0,11,power_outage,2022,7,11,trauma,0,11,0,5,1,231.0,121.0,0,none,2
9104,district_hospital,O2_0046,rural,102,0,0,0,0,cylinder_portable,0,0,0.3,0,2,2,30,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,1,9,trauma,0,9,0,4,4,330.0,25.0,0,grid_reliable,0
9105,district_hospital,O2_0034,peri_urban,97,0,0,0,0,cylinder_portable,0,0,33.7,0,4,4,15,0,1,1,0,0,0,30,cylinder_delivery_delay,2021,9,15,pneumonia_adult,0,15,0,7,3,144.0,85.0,0,solar,1
9106,district_hospital,O2_0052,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,0.8,1,2,5,31,0,0,0,0,0,0,1,piping_system_leak,2023,5,8,COVID19_severe,0,8,0,4,4,147.0,26.0,1,grid_unreliable,15
9107,district_hospital,O2_0006,rural,16,0,0,0,0,cylinder_portable,0,0,0.8,0,3,6,33,0,1,1,0,1,1,0,not_applicable,2023,12,16,asthma_severe,7,9,0,7,0,57.0,15.0,1,generator_only,28
9108,district_hospital,O2_0056,rural,137,0,0,0,0,LOX_bulk_tank,0,0,1.3,0,6,8,8,0,1,0,0,1,1,0,not_applicable,2023,5,10,severe_malaria,5,5,0,0,0,202.0,15.0,0,generator_only,12
9109,district_hospital,O2_0087,peri_urban,53,0,0,0,1,cylinder_piped,0,0,17.6,1,5,2,4,0,0,0,0,0,0,1,funding_for_refill,2022,2,9,heart_failure,0,9,0,5,1,196.0,31.0,0,grid_unreliable,4
9110,district_hospital,O2_0185,urban,99,0,0,0,0,cylinder_portable,0,0,0.6,1,3,4,21,0,0,0,0,0,0,30,concentrator_malfunction,2023,2,14,neonatal_respiratory,0,14,0,6,8,147.0,19.0,0,solar,8
9111,district_hospital,O2_0029,peri_urban,65,0,1,0,0,oxygen_concentrator,0,0,4.7,0,3,5,30,0,0,0,0,1,1,0,not_applicable,2024,2,14,neonatal_respiratory,6,8,0,4,0,0.0,7.0,0,solar,6
9112,district_hospital,O2_0069,peri_urban,31,0,0,0,0,oxygen_concentrator,0,0,4.9,0,3,6,9,0,0,0,0,1,1,0,not_applicable,2021,6,5,heart_failure,2,3,0,1,0,116.0,82.0,0,grid_unreliable,7
9113,district_hospital,O2_0082,urban,56,0,0,0,0,LOX_bulk_tank,0,0,0.8,0,2,4,8,0,0,0,0,0,0,30,concentrator_malfunction,2023,9,16,sepsis,0,16,0,5,0,95.0,6.0,1,generator_only,28
9114,district_hospital,O2_0090,peri_urban,42,0,1,0,0,none,0,0,16.5,0,6,5,34,0,0,0,0,0,0,3,concentrator_malfunction,2024,2,13,surgical_anaesthesia,0,13,0,8,2,332.0,79.0,1,grid_unreliable,7
9115,district_hospital,O2_0124,rural,5,0,0,0,0,none,0,0,0.6,0,3,7,40,0,0,0,0,1,0,0,not_applicable,2021,5,11,pneumonia_adult,4,7,1,2,0,169.0,9.0,1,generator_only,7
9116,district_hospital,O2_0083,urban,136,0,0,0,0,cylinder_portable,0,0,5.5,0,3,4,19,0,0,0,0,1,1,0,not_applicable,2023,8,9,asthma_severe,3,6,1,4,0,195.0,54.0,0,grid_unreliable,83
9117,district_hospital,O2_0183,peri_urban,132,0,0,0,0,oxygen_concentrator,2,0,1.6,0,2,7,48,0,1,1,0,1,0,0,not_applicable,2022,12,13,pneumonia_child,8,5,0,2,0,194.0,132.0,1,grid_reliable,19
9118,district_hospital,O2_0127,urban,60,0,0,0,0,oxygen_concentrator,0,0,5.4,0,4,5,15,0,1,1,0,0,0,17,funding_for_refill,2023,9,9,COPD_exacerbation,0,9,0,3,2,283.0,152.0,1,grid_unreliable,12
9119,district_hospital,O2_0057,rural,126,0,0,1,0,cylinder_portable,0,0,1.5,0,3,6,0,0,1,1,0,1,1,1,cylinder_delivery_delay,2023,12,10,sepsis,3,7,1,3,0,181.0,35.0,0,grid_unreliable,0
9120,district_hospital,O2_0139,rural,60,0,1,0,0,cylinder_portable,2,0,21.4,0,3,6,3,0,0,0,0,0,0,28,cylinder_delivery_delay,2023,12,12,neonatal_respiratory,0,12,0,7,0,159.0,16.0,0,grid_unreliable,8
9121,district_hospital,O2_0155,peri_urban,62,1,0,0,0,cylinder_portable,0,0,5.9,0,1,5,8,0,1,1,1,0,0,4,concentrator_malfunction,2023,1,18,COPD_exacerbation,0,18,0,5,6,167.0,6.0,0,none,12
9122,district_hospital,O2_0038,urban,77,0,0,0,0,PSA_plant_onsite,0,0,1.5,0,3,2,0,1,1,1,0,1,1,0,not_applicable,2022,12,12,severe_malaria,0,12,0,8,0,2.0,11.0,0,solar,1
9123,district_hospital,O2_0156,rural,65,0,0,0,0,oxygen_concentrator,1,0,7.1,1,5,4,0,0,0,0,0,0,0,5,supplier_stockout,2023,3,6,pneumonia_child,0,6,0,3,0,150.0,52.0,0,none,20
9124,district_hospital,O2_0161,urban,95,0,0,0,0,oxygen_concentrator,2,0,1.2,0,3,3,15,0,1,0,0,1,0,0,not_applicable,2023,7,14,pneumonia_child,5,9,1,4,0,221.0,5.0,0,solar,7
9125,district_hospital,O2_0022,peri_urban,62,0,0,0,0,oxygen_concentrator,2,0,2.0,0,1,3,42,0,0,0,0,1,1,0,not_applicable,2021,8,12,severe_malaria,3,9,0,4,0,217.0,13.0,0,none,22
9126,district_hospital,O2_0092,rural,59,0,0,0,0,cylinder_piped,0,0,1.5,0,1,5,1,0,1,0,0,1,1,0,not_applicable,2024,5,8,other_hypoxemia,4,4,1,3,0,224.0,45.0,1,solar,70
9127,district_hospital,O2_0182,urban,68,0,0,0,0,oxygen_concentrator,0,0,0.9,0,1,7,11,0,0,0,0,0,0,20,power_outage,2024,12,19,trauma,0,19,0,9,1,209.0,60.0,0,none,1
9128,district_hospital,O2_0060,peri_urban,115,0,0,0,0,cylinder_portable,0,0,3.7,0,6,4,49,0,1,0,0,0,0,25,empty_cylinders_not_collected,2022,5,7,asthma_severe,0,7,0,5,1,294.0,81.0,0,grid_reliable,40
9129,district_hospital,O2_0125,peri_urban,61,0,0,0,0,LOX_bulk_tank,0,0,3.0,0,6,3,7,0,1,0,0,1,1,0,not_applicable,2024,4,13,surgical_anaesthesia,6,7,1,2,0,146.0,59.0,1,none,2
9130,district_hospital,O2_0191,peri_urban,77,0,0,0,0,cylinder_portable,0,0,4.7,0,3,4,4,0,1,1,1,1,0,0,not_applicable,2022,2,12,neonatal_respiratory,7,5,1,3,0,316.0,15.0,1,none,1
9131,district_hospital,O2_0120,peri_urban,23,0,0,0,0,cylinder_piped,0,0,1.4,0,2,4,7,0,0,0,0,1,1,0,not_applicable,2023,10,12,COVID19_severe,7,5,0,3,0,238.0,48.0,0,none,70
9132,district_hospital,O2_0065,rural,75,0,0,0,0,oxygen_concentrator,3,0,12.7,0,4,11,0,0,1,0,0,1,0,0,not_applicable,2021,4,11,pneumonia_adult,6,5,0,0,0,42.0,79.0,0,none,14
9133,district_hospital,O2_0054,rural,19,0,0,1,0,oxygen_concentrator,3,1,0.4,0,2,1,2,0,0,0,0,0,0,30,concentrator_malfunction,2024,10,22,heart_failure,0,22,0,5,14,224.0,207.0,1,none,3
9134,district_hospital,O2_0025,rural,44,0,0,0,0,none,0,0,3.3,0,3,1,63,0,0,0,0,1,0,0,not_applicable,2022,11,12,pneumonia_child,9,3,0,1,0,141.0,146.0,0,solar,22
9135,district_hospital,O2_0078,rural,36,0,0,0,0,PSA_plant_onsite,0,0,2.1,0,1,5,13,1,0,0,0,0,0,30,power_outage,2024,2,11,sepsis,0,11,0,2,2,201.0,123.0,1,grid_unreliable,0
9136,district_hospital,O2_0111,rural,60,0,0,0,0,oxygen_concentrator,2,1,2.6,0,0,4,0,0,0,0,0,0,0,9,regulator_valve_failure,2024,10,17,pneumonia_child,0,17,0,9,3,255.0,19.0,0,grid_unreliable,15
9137,district_hospital,O2_0080,urban,48,0,0,0,0,cylinder_piped,0,0,15.3,0,2,5,2,0,1,0,0,1,1,4,demand_surge,2021,5,15,surgical_anaesthesia,4,11,1,6,0,198.0,38.0,0,none,4
9138,district_hospital,O2_0065,urban,49,0,0,0,1,oxygen_concentrator,2,0,12.9,1,1,1,17,0,0,0,0,1,1,0,not_applicable,2024,4,9,COPD_exacerbation,5,4,0,0,0,147.0,1.0,0,grid_unreliable,3
9139,district_hospital,O2_0172,peri_urban,128,0,0,0,0,cylinder_portable,0,0,7.5,0,2,7,9,0,0,0,0,1,1,0,not_applicable,2024,4,6,pneumonia_adult,2,4,1,2,0,160.0,23.0,1,generator_only,26
9140,district_hospital,O2_0149,urban,79,0,0,0,0,cylinder_portable,0,0,2.3,0,5,4,18,0,1,0,0,1,1,0,not_applicable,2023,8,7,pneumonia_adult,3,4,0,3,0,308.0,56.0,0,grid_reliable,5
9141,district_hospital,O2_0069,rural,69,0,0,0,0,oxygen_concentrator,4,2,7.6,0,0,3,43,0,1,0,0,0,0,14,funding_for_refill,2023,3,11,pneumonia_adult,0,11,0,5,2,298.0,47.0,1,grid_unreliable,5
9142,district_hospital,O2_0158,rural,22,0,0,0,0,PSA_plant_onsite,0,0,0.3,0,4,1,4,0,0,0,0,1,0,0,not_applicable,2023,6,12,neonatal_respiratory,2,10,0,5,0,311.0,28.0,1,none,40
9143,district_hospital,O2_0042,peri_urban,53,0,0,0,0,none,0,0,0.6,0,5,5,9,0,0,0,0,0,0,12,empty_cylinders_not_collected,2023,8,15,pneumonia_child,0,15,0,9,4,118.0,88.0,0,none,15
9144,district_hospital,O2_0176,peri_urban,96,0,0,0,1,cylinder_piped,2,1,2.8,1,2,3,27,0,1,0,0,0,0,10,power_outage,2023,11,10,trauma,0,10,0,3,4,226.0,32.0,1,grid_reliable,18
9145,district_hospital,O2_0088,rural,116,0,0,0,0,oxygen_concentrator,2,0,14.3,0,2,3,40,0,0,0,0,1,1,0,not_applicable,2024,8,9,pneumonia_adult,5,4,1,3,0,270.0,42.0,1,generator_only,5
9146,district_hospital,O2_0040,rural,38,0,0,0,0,none,0,0,5.7,0,5,6,1,0,1,0,0,0,0,7,supplier_stockout,2024,7,16,pneumonia_adult,0,16,0,7,0,189.0,48.0,1,none,34
9147,district_hospital,O2_0144,urban,96,0,0,0,0,cylinder_portable,0,0,6.5,1,2,5,124,0,0,0,0,1,1,0,not_applicable,2024,2,10,surgical_anaesthesia,3,7,1,3,0,143.0,28.0,0,grid_unreliable,1
9148,district_hospital,O2_0131,rural,77,0,0,0,1,cylinder_portable,0,0,0.2,1,1,3,1,0,1,0,0,0,0,9,concentrator_malfunction,2023,8,11,heart_failure,0,11,0,3,2,245.0,9.0,1,solar,0
9149,district_hospital,O2_0127,rural,5,0,0,0,0,oxygen_concentrator,2,0,10.9,0,4,5,9,0,0,0,0,0,0,17,power_outage,2023,7,5,heart_failure,0,5,0,3,1,209.0,87.0,0,none,5
9150,district_hospital,O2_0008,urban,62,0,0,0,0,cylinder_portable,0,0,5.6,0,2,2,3,0,0,0,0,0,0,16,funding_for_refill,2024,6,8,heart_failure,0,8,0,3,3,363.0,125.0,1,none,1
9151,district_hospital,O2_0144,urban,108,0,0,0,0,cylinder_portable,1,0,19.3,0,3,3,1,0,1,1,0,1,0,0,not_applicable,2024,4,14,heart_failure,7,7,1,2,0,203.0,116.0,1,grid_unreliable,11
9152,district_hospital,O2_0065,peri_urban,66,0,0,0,0,cylinder_portable,0,0,5.1,1,4,2,9,0,1,0,0,1,1,0,not_applicable,2024,9,12,COVID19_severe,4,8,1,2,0,125.0,8.0,0,grid_unreliable,6
9153,district_hospital,O2_0156,rural,44,0,0,0,0,oxygen_concentrator,2,1,4.3,0,5,2,22,0,1,0,0,1,1,0,not_applicable,2024,11,10,surgical_anaesthesia,4,6,0,2,0,154.0,11.0,1,generator_only,14
9154,district_hospital,O2_0016,peri_urban,186,0,0,0,0,cylinder_portable,0,0,5.5,0,3,5,28,0,1,1,0,1,1,5,no_oxygen_source,2022,4,7,trauma,3,4,0,1,0,201.0,15.0,1,grid_reliable,13
9155,district_hospital,O2_0038,peri_urban,107,0,0,0,0,cylinder_portable,2,0,0.1,0,5,3,66,0,1,0,0,0,0,30,regulator_valve_failure,2023,8,14,pneumonia_child,0,14,0,9,0,189.0,20.0,0,generator_only,6
9156,district_hospital,O2_0109,urban,118,0,0,0,0,cylinder_piped,0,0,2.4,0,1,2,87,0,1,1,0,1,1,0,not_applicable,2021,7,12,asthma_severe,3,9,0,7,0,161.0,23.0,1,generator_only,5
9157,district_hospital,O2_0090,urban,20,0,0,0,0,cylinder_piped,0,0,20.1,0,0,4,1,0,0,0,0,0,0,1,empty_cylinders_not_collected,2024,5,6,pneumonia_child,0,6,0,2,1,292.0,15.0,0,none,28
9158,district_hospital,O2_0082,rural,27,0,1,0,0,cylinder_portable,0,0,11.0,0,4,5,4,0,0,0,0,0,0,3,cylinder_delivery_delay,2022,10,8,neonatal_respiratory,0,8,0,1,3,144.0,5.0,0,generator_only,6
9159,district_hospital,O2_0019,peri_urban,88,0,0,0,0,cylinder_piped,0,0,8.6,0,3,8,8,0,1,0,0,0,0,23,concentrator_malfunction,2023,5,7,asthma_severe,0,7,0,4,1,165.0,25.0,0,none,5
9160,district_hospital,O2_0190,rural,99,0,0,0,0,cylinder_portable,0,0,4.2,0,1,3,34,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,2,8,heart_failure,0,8,0,5,2,150.0,125.0,0,generator_only,9
9161,district_hospital,O2_0001,urban,58,0,0,0,0,none,0,0,2.1,1,5,3,39,0,0,0,0,1,1,1,concentrator_malfunction,2021,1,17,pneumonia_child,8,9,1,3,0,264.0,13.0,0,grid_reliable,3
9162,district_hospital,O2_0175,rural,85,0,0,0,0,oxygen_concentrator,1,0,18.7,0,2,2,2,0,1,0,0,0,0,2,cylinder_delivery_delay,2024,6,8,pneumonia_adult,0,8,0,2,2,249.0,20.0,1,solar,30
9163,district_hospital,O2_0150,rural,75,0,0,0,0,cylinder_portable,0,0,4.7,0,1,9,20,0,0,0,0,0,0,19,regulator_valve_failure,2023,10,10,neonatal_respiratory,0,10,0,3,3,223.0,53.0,1,solar,10
9164,district_hospital,O2_0007,urban,60,0,0,0,0,cylinder_piped,0,0,8.3,0,3,1,3,0,1,1,0,0,0,15,concentrator_malfunction,2024,2,15,other_hypoxemia,0,15,0,7,3,192.0,40.0,0,generator_only,56
9165,district_hospital,O2_0150,peri_urban,40,0,0,0,0,cylinder_portable,0,0,0.6,0,3,4,23,0,1,0,0,1,1,0,not_applicable,2022,2,11,COPD_exacerbation,2,9,1,5,0,293.0,29.0,0,none,1
9166,district_hospital,O2_0188,urban,5,0,0,0,0,oxygen_concentrator,2,0,1.3,1,2,7,17,0,1,0,0,0,0,16,no_oxygen_source,2023,2,14,pneumonia_adult,0,14,0,4,5,199.0,90.0,0,none,11
9167,district_hospital,O2_0022,urban,53,0,0,0,0,cylinder_piped,0,0,2.5,0,4,6,3,0,0,0,0,0,0,23,cylinder_delivery_delay,2022,12,16,pneumonia_adult,0,16,0,5,3,185.0,16.0,0,grid_unreliable,2
9168,district_hospital,O2_0089,peri_urban,59,0,0,0,0,LOX_bulk_tank,0,0,4.7,0,3,6,53,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,8,18,neonatal_respiratory,0,18,0,10,6,213.0,42.0,1,none,7
9169,district_hospital,O2_0101,urban,21,0,0,1,0,oxygen_concentrator,5,3,0.4,0,1,2,55,0,0,0,0,1,0,7,empty_cylinders_not_collected,2023,2,11,COPD_exacerbation,2,9,0,3,0,214.0,143.0,1,grid_unreliable,16
9170,district_hospital,O2_0098,urban,104,0,1,0,0,cylinder_portable,0,0,13.7,0,2,3,18,0,0,0,0,0,0,20,empty_cylinders_not_collected,2024,1,11,pneumonia_adult,0,11,0,5,4,220.0,49.0,0,none,21
9171,district_hospital,O2_0133,peri_urban,5,0,0,0,0,cylinder_portable,0,0,5.3,0,3,4,19,0,1,1,1,0,0,1,demand_surge,2021,11,13,COPD_exacerbation,0,13,0,5,5,157.0,37.0,0,none,2
9172,district_hospital,O2_0161,rural,115,0,0,0,0,oxygen_concentrator,3,1,18.4,0,1,3,6,0,1,0,0,1,1,0,not_applicable,2022,9,13,other_hypoxemia,5,8,0,3,0,153.0,80.0,0,solar,3
9173,district_hospital,O2_0142,peri_urban,31,0,0,0,0,oxygen_concentrator,4,1,0.4,0,3,6,7,0,1,0,0,0,0,1,power_outage,2023,5,10,severe_malaria,0,10,0,3,3,207.0,19.0,1,generator_only,22
9174,district_hospital,O2_0104,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.8,0,6,5,28,0,1,0,0,0,0,20,empty_cylinders_not_collected,2023,11,8,neonatal_respiratory,0,8,0,4,2,241.0,42.0,0,generator_only,11
9175,district_hospital,O2_0115,peri_urban,116,0,0,0,0,oxygen_concentrator,2,0,3.1,0,3,8,20,0,0,0,0,1,1,2,concentrator_malfunction,2022,5,14,sepsis,6,8,0,4,0,201.0,79.0,0,none,72
9176,district_hospital,O2_0081,peri_urban,99,0,0,1,0,none,0,0,0.9,0,1,7,9,0,0,0,0,1,1,0,not_applicable,2023,5,11,surgical_anaesthesia,5,6,1,3,0,250.0,21.0,1,grid_unreliable,26
9177,district_hospital,O2_0025,peri_urban,96,0,0,0,0,cylinder_portable,1,0,14.6,0,6,7,38,0,0,0,0,0,0,5,cylinder_delivery_delay,2021,5,16,trauma,0,16,0,9,7,277.0,239.0,1,none,0
9178,district_hospital,O2_0026,rural,39,0,0,0,0,cylinder_portable,5,3,8.1,0,3,4,91,0,1,1,1,1,1,2,regulator_valve_failure,2023,3,11,pneumonia_child,6,5,0,0,0,135.0,28.0,0,grid_unreliable,11
9179,district_hospital,O2_0169,peri_urban,39,0,0,0,0,LOX_bulk_tank,0,0,11.4,0,0,5,27,0,0,0,0,1,1,0,not_applicable,2022,1,12,surgical_anaesthesia,7,5,1,2,0,218.0,41.0,1,grid_unreliable,11
9180,district_hospital,O2_0024,peri_urban,110,0,0,0,0,oxygen_concentrator,1,0,4.5,0,2,3,21,0,0,0,0,1,1,1,empty_cylinders_not_collected,2024,2,10,neonatal_respiratory,2,8,0,5,0,219.0,51.0,1,generator_only,37
9181,district_hospital,O2_0144,peri_urban,156,0,0,0,0,oxygen_concentrator,2,0,3.6,0,2,4,4,0,0,0,0,0,0,29,concentrator_malfunction,2023,8,13,severe_malaria,0,13,0,6,2,182.0,7.0,0,generator_only,4
9182,district_hospital,O2_0053,peri_urban,5,0,0,0,1,none,0,0,11.5,1,5,5,13,0,0,0,0,0,0,12,demand_surge,2024,8,13,COVID19_severe,0,13,0,6,4,191.0,7.0,0,generator_only,19
9183,district_hospital,O2_0089,rural,52,0,0,0,0,PSA_plant_onsite,0,0,0.8,1,4,2,19,0,1,0,0,1,1,6,cylinder_delivery_delay,2022,12,12,pneumonia_adult,4,8,0,5,0,257.0,81.0,1,none,6
9184,district_hospital,O2_0114,urban,96,0,0,0,0,cylinder_portable,0,0,8.9,0,5,7,1,0,1,0,0,0,0,11,concentrator_malfunction,2024,10,15,pneumonia_child,0,15,0,9,2,298.0,109.0,1,generator_only,55
9185,district_hospital,O2_0117,rural,36,0,0,0,0,oxygen_concentrator,1,0,2.6,0,2,2,15,0,1,0,0,0,0,23,funding_for_refill,2022,9,16,pneumonia_child,0,16,0,5,4,39.0,12.0,0,grid_unreliable,33
9186,district_hospital,O2_0123,rural,42,0,0,0,0,oxygen_concentrator,3,2,2.0,0,2,6,15,0,1,0,0,1,1,0,not_applicable,2023,3,15,other_hypoxemia,1,14,0,4,0,332.0,88.0,0,grid_unreliable,2
9187,district_hospital,O2_0087,urban,62,0,0,0,0,cylinder_portable,0,0,0.7,0,4,5,55,0,1,1,0,0,0,30,PSA_plant_breakdown,2022,5,14,heart_failure,0,14,0,7,5,147.0,0.0,1,grid_reliable,0
9188,district_hospital,O2_0199,peri_urban,5,0,0,0,0,cylinder_piped,0,0,6.0,1,2,6,34,0,0,0,0,1,0,0,not_applicable,2023,12,10,sepsis,4,6,0,2,0,126.0,34.0,0,none,16
9189,district_hospital,O2_0161,urban,68,0,0,0,0,cylinder_piped,4,2,14.6,0,3,5,16,0,0,0,0,0,0,5,supplier_stockout,2022,5,6,asthma_severe,0,6,0,0,2,320.0,60.0,0,grid_unreliable,2
9190,district_hospital,O2_0016,rural,5,0,0,0,0,LOX_bulk_tank,3,0,13.3,0,1,4,3,0,0,0,0,0,0,15,power_outage,2024,6,9,COVID19_severe,0,9,0,3,5,268.0,155.0,0,grid_reliable,10
9191,district_hospital,O2_0009,urban,21,0,0,0,0,oxygen_concentrator,3,0,2.1,0,4,6,49,0,0,0,0,0,0,1,power_outage,2021,11,17,pneumonia_adult,0,17,0,7,1,18.0,30.0,0,solar,1
9192,district_hospital,O2_0138,peri_urban,39,0,0,0,0,cylinder_portable,0,0,0.1,0,1,4,14,0,1,1,0,1,1,5,concentrator_malfunction,2024,5,9,sepsis,4,5,0,2,0,311.0,206.0,1,grid_reliable,5
9193,district_hospital,O2_0027,peri_urban,24,0,0,0,0,cylinder_portable,0,0,3.7,0,1,5,11,0,0,0,0,1,1,0,not_applicable,2021,8,18,COVID19_severe,6,12,1,6,0,245.0,77.0,1,none,15
9194,district_hospital,O2_0124,rural,5,0,0,0,0,none,0,0,6.3,0,3,1,14,0,0,0,0,0,0,30,demand_surge,2022,5,13,pneumonia_adult,0,13,0,4,7,417.0,101.0,1,solar,4
9195,district_hospital,O2_0182,peri_urban,11,0,0,0,0,cylinder_piped,1,0,2.8,0,1,6,39,0,1,1,0,1,1,0,not_applicable,2023,3,13,COPD_exacerbation,8,5,1,1,0,209.0,52.0,0,none,4
9196,district_hospital,O2_0144,rural,5,0,0,0,0,cylinder_piped,0,0,3.8,0,3,5,21,0,0,0,0,1,1,0,not_applicable,2023,11,9,surgical_anaesthesia,6,3,0,0,0,122.0,23.0,0,generator_only,1
9197,district_hospital,O2_0040,rural,80,0,0,0,0,cylinder_portable,0,0,3.6,1,5,4,27,0,0,0,0,0,0,8,funding_for_refill,2022,10,19,asthma_severe,0,19,0,7,5,146.0,13.0,1,grid_unreliable,0
9198,district_hospital,O2_0136,peri_urban,20,0,0,0,0,none,0,0,15.1,0,4,7,5,0,0,0,0,0,0,10,cylinder_delivery_delay,2022,5,12,pneumonia_adult,0,12,0,6,2,229.0,52.0,0,solar,10
9199,district_hospital,O2_0122,rural,74,0,1,0,0,cylinder_portable,0,0,19.7,0,2,5,5,0,1,1,0,1,1,0,not_applicable,2024,10,10,surgical_anaesthesia,1,9,1,5,0,184.0,22.0,0,none,34
9200,district_hospital,O2_0036,peri_urban,102,0,0,0,0,cylinder_portable,0,0,0.2,0,2,5,12,0,1,1,1,0,0,22,empty_cylinders_not_collected,2023,12,12,COVID19_severe,0,12,0,6,1,198.0,89.0,0,grid_unreliable,23
9201,district_hospital,O2_0014,rural,98,0,0,0,0,none,2,0,2.1,0,5,0,19,0,1,0,0,1,1,0,not_applicable,2022,12,7,pneumonia_child,3,4,1,3,0,91.0,0.0,0,grid_reliable,12
9202,district_hospital,O2_0068,rural,80,0,0,0,0,none,1,0,4.0,0,0,4,26,0,1,1,0,1,1,0,not_applicable,2022,5,9,severe_malaria,4,5,0,4,0,134.0,101.0,0,none,42
9203,district_hospital,O2_0032,peri_urban,73,0,0,0,0,oxygen_concentrator,2,0,1.1,0,4,4,9,0,0,0,0,0,0,6,power_outage,2022,10,10,sepsis,0,10,0,6,2,251.0,9.0,0,generator_only,10
9204,district_hospital,O2_0183,rural,58,0,0,0,0,oxygen_concentrator,5,1,28.2,0,1,3,37,0,0,0,0,0,0,8,PSA_plant_breakdown,2023,10,12,pneumonia_adult,0,12,0,5,3,191.0,12.0,1,none,28
9205,district_hospital,O2_0045,peri_urban,36,0,0,0,0,LOX_bulk_tank,1,0,0.2,1,3,7,0,0,1,1,0,1,1,0,not_applicable,2024,5,8,pneumonia_adult,3,5,1,1,0,144.0,9.0,0,grid_reliable,17
9206,district_hospital,O2_0065,peri_urban,72,0,0,0,1,cylinder_piped,0,0,5.5,1,3,5,53,0,0,0,0,0,0,5,no_oxygen_source,2021,11,10,neonatal_respiratory,0,10,0,5,0,199.0,204.0,0,none,1
9207,district_hospital,O2_0052,rural,66,0,0,0,0,oxygen_concentrator,2,1,2.3,0,6,0,9,0,1,0,0,1,1,0,not_applicable,2022,6,14,pneumonia_adult,3,11,1,5,0,74.0,0.0,0,none,15
9208,district_hospital,O2_0073,rural,41,0,0,0,0,PSA_plant_onsite,0,0,4.7,0,2,5,31,0,0,0,0,1,0,0,not_applicable,2022,2,9,pneumonia_adult,3,6,1,2,0,157.0,145.0,0,generator_only,9
9209,district_hospital,O2_0126,rural,29,0,0,0,0,LOX_bulk_tank,0,0,3.5,0,6,2,0,0,0,0,0,0,0,6,cylinder_delivery_delay,2021,3,9,surgical_anaesthesia,0,9,0,3,2,125.0,44.0,0,grid_unreliable,19
9210,district_hospital,O2_0154,peri_urban,78,0,0,1,0,cylinder_portable,0,0,8.0,0,1,4,2,0,0,0,0,1,0,0,not_applicable,2023,6,14,trauma,6,8,0,3,0,263.0,1.0,0,none,40
9211,district_hospital,O2_0034,rural,27,0,0,0,0,oxygen_concentrator,2,1,10.9,0,4,3,31,0,1,0,0,0,0,8,funding_for_refill,2021,5,16,severe_malaria,0,16,0,5,3,228.0,33.0,0,solar,2
9212,district_hospital,O2_0080,urban,64,0,0,0,1,cylinder_piped,0,0,1.2,1,5,4,3,0,0,0,0,0,0,16,demand_surge,2024,7,13,pneumonia_adult,0,13,0,7,6,188.0,18.0,1,solar,9
9213,district_hospital,O2_0180,urban,79,0,0,0,0,oxygen_concentrator,3,0,1.8,0,4,7,28,0,1,1,0,1,1,0,not_applicable,2023,6,7,heart_failure,2,5,1,4,0,157.0,37.0,1,generator_only,14
9214,district_hospital,O2_0176,rural,37,0,0,0,0,cylinder_portable,0,0,4.1,0,3,3,52,0,0,0,0,1,1,0,not_applicable,2024,8,10,pneumonia_child,2,8,0,3,0,82.0,5.0,1,grid_unreliable,1
9215,district_hospital,O2_0067,rural,29,0,0,0,0,oxygen_concentrator,2,1,3.0,0,3,0,5,0,0,0,0,1,1,0,not_applicable,2023,11,16,COPD_exacerbation,5,11,0,5,0,190.0,24.0,0,grid_unreliable,2
9216,district_hospital,O2_0034,urban,41,0,0,0,0,oxygen_concentrator,1,0,10.2,0,1,9,5,0,0,0,0,1,1,0,not_applicable,2024,5,15,neonatal_respiratory,5,10,0,5,0,364.0,13.0,0,generator_only,18
9217,district_hospital,O2_0021,peri_urban,55,0,0,0,0,cylinder_piped,0,0,1.5,0,4,2,4,0,1,1,0,1,0,0,not_applicable,2023,5,17,pneumonia_child,9,8,1,4,0,50.0,30.0,0,none,4
9218,district_hospital,O2_0188,peri_urban,5,0,0,0,0,none,0,0,7.7,0,3,4,32,0,0,0,0,0,0,18,cylinder_delivery_delay,2024,4,16,heart_failure,0,16,0,6,3,88.0,54.0,1,none,14
9219,district_hospital,O2_0011,peri_urban,113,0,0,0,0,LOX_bulk_tank,0,0,9.6,0,2,2,17,0,0,0,0,0,0,10,concentrator_malfunction,2022,5,6,severe_malaria,0,6,0,4,3,132.0,12.0,0,grid_unreliable,8
9220,district_hospital,O2_0157,urban,17,0,0,0,0,none,0,0,0.1,0,2,3,2,0,0,0,0,0,0,11,demand_surge,2024,5,15,COVID19_severe,0,15,0,5,5,337.0,23.0,1,grid_unreliable,28
9221,district_hospital,O2_0177,peri_urban,44,0,0,0,0,none,1,0,9.2,0,3,3,5,0,1,1,1,0,0,22,no_oxygen_source,2023,8,18,sepsis,0,18,0,12,5,121.0,31.0,1,generator_only,7
9222,district_hospital,O2_0144,peri_urban,24,0,0,0,0,PSA_plant_onsite,1,0,4.8,0,2,8,40,0,0,0,0,0,0,10,no_oxygen_source,2023,7,9,COVID19_severe,0,9,0,2,2,248.0,216.0,0,generator_only,11
9223,district_hospital,O2_0166,rural,53,0,0,0,0,cylinder_piped,0,0,1.2,0,2,6,2,0,1,1,0,1,0,0,not_applicable,2023,7,7,COPD_exacerbation,0,7,0,2,0,160.0,261.0,0,none,14
9224,district_hospital,O2_0058,rural,93,0,0,0,0,oxygen_concentrator,2,0,20.6,0,5,8,26,0,0,0,0,0,0,19,concentrator_malfunction,2022,5,10,severe_malaria,0,10,0,2,4,222.0,90.0,1,solar,23
9225,district_hospital,O2_0096,rural,105,0,0,0,0,cylinder_portable,0,0,2.9,0,0,5,15,0,0,0,0,1,0,0,not_applicable,2021,7,8,pneumonia_child,2,6,0,1,0,209.0,9.0,1,grid_unreliable,30
9226,district_hospital,O2_0158,rural,5,0,0,0,0,cylinder_portable,0,0,1.1,0,2,3,2,0,1,1,1,1,0,0,not_applicable,2024,11,16,severe_malaria,4,12,1,4,0,69.0,76.0,0,none,18
9227,district_hospital,O2_0143,rural,86,0,0,0,0,cylinder_portable,0,0,3.8,0,3,1,21,0,1,0,0,0,0,1,cylinder_delivery_delay,2023,3,4,neonatal_respiratory,0,4,0,3,1,195.0,24.0,0,none,2
9228,district_hospital,O2_0140,peri_urban,65,0,0,0,0,none,0,0,0.1,1,5,3,108,0,1,0,0,0,0,11,cylinder_delivery_delay,2021,5,16,COPD_exacerbation,0,16,0,6,8,273.0,6.0,0,grid_reliable,22
9229,district_hospital,O2_0033,peri_urban,37,0,1,0,0,none,0,0,1.2,0,3,1,16,0,1,1,0,1,1,0,not_applicable,2024,7,8,severe_malaria,2,6,1,3,0,118.0,33.0,1,generator_only,41
9230,district_hospital,O2_0110,peri_urban,26,0,0,0,0,oxygen_concentrator,0,0,11.9,0,2,3,8,0,1,0,0,0,0,3,demand_surge,2022,9,11,pneumonia_adult,0,11,0,5,5,154.0,45.0,1,grid_unreliable,5
9231,district_hospital,O2_0151,urban,107,0,0,0,0,none,0,0,1.6,0,1,3,9,0,0,0,0,0,0,2,funding_for_refill,2024,5,17,neonatal_respiratory,0,17,0,10,5,207.0,75.0,1,grid_reliable,28
9232,district_hospital,O2_0139,peri_urban,91,0,0,0,0,cylinder_portable,0,0,4.4,0,4,4,2,0,0,0,0,1,1,0,not_applicable,2023,11,13,neonatal_respiratory,5,8,1,3,0,180.0,15.0,0,solar,8
9233,district_hospital,O2_0011,peri_urban,90,0,1,0,0,oxygen_concentrator,1,0,3.1,0,4,2,2,0,1,0,0,0,0,15,no_oxygen_source,2024,4,9,pneumonia_adult,0,9,0,6,1,129.0,35.0,1,solar,2
9234,district_hospital,O2_0156,peri_urban,72,0,0,0,0,cylinder_portable,1,0,1.1,0,3,4,11,0,1,0,0,1,1,4,power_outage,2023,4,14,surgical_anaesthesia,6,8,0,3,0,110.0,8.0,0,solar,8
9235,district_hospital,O2_0160,peri_urban,18,0,0,0,0,cylinder_piped,0,0,0.1,0,5,4,16,0,0,0,0,0,0,30,PSA_plant_breakdown,2024,11,10,neonatal_respiratory,0,10,0,8,2,339.0,54.0,0,generator_only,16
9236,district_hospital,O2_0166,rural,112,0,0,0,0,none,0,0,18.6,0,3,2,6,0,1,0,0,1,1,0,not_applicable,2024,9,14,severe_malaria,5,9,1,3,0,207.0,25.0,1,solar,15
9237,district_hospital,O2_0126,peri_urban,5,0,0,0,0,none,0,0,33.8,0,2,0,28,0,0,0,0,1,1,5,power_outage,2024,2,10,pneumonia_adult,2,8,1,3,0,166.0,0.0,0,grid_unreliable,11
9238,district_hospital,O2_0122,rural,108,0,0,0,0,cylinder_portable,2,1,16.9,0,2,2,2,0,1,1,1,1,1,0,not_applicable,2022,9,15,pneumonia_adult,5,10,1,4,0,95.0,33.0,1,generator_only,13
9239,district_hospital,O2_0195,rural,95,0,0,0,0,oxygen_concentrator,2,1,1.6,1,3,8,2,0,0,0,0,0,0,19,concentrator_malfunction,2024,2,12,surgical_anaesthesia,0,12,0,7,2,336.0,97.0,1,grid_unreliable,17
9240,district_hospital,O2_0199,peri_urban,64,0,0,0,0,oxygen_concentrator,3,1,4.2,0,4,4,28,0,0,0,0,0,0,3,concentrator_malfunction,2024,8,7,surgical_anaesthesia,0,7,0,4,2,88.0,11.0,0,grid_unreliable,2
9241,district_hospital,O2_0101,rural,145,0,0,0,0,cylinder_piped,1,0,10.4,0,3,4,45,0,0,0,0,0,0,1,PSA_plant_breakdown,2022,7,14,severe_malaria,0,14,0,9,5,355.0,1.0,1,none,30
9242,district_hospital,O2_0174,urban,38,0,0,0,0,none,0,0,1.0,0,3,3,61,0,0,0,0,1,1,15,piping_system_leak,2024,12,8,pneumonia_child,3,5,0,1,0,107.0,23.0,0,grid_unreliable,1
9243,district_hospital,O2_0069,rural,52,0,1,0,0,cylinder_portable,0,0,2.9,0,3,4,20,0,1,0,0,0,0,4,concentrator_malfunction,2021,4,9,severe_malaria,0,9,0,2,2,75.0,24.0,0,solar,2
9244,district_hospital,O2_0109,rural,32,0,0,0,0,oxygen_concentrator,2,0,5.4,0,4,4,29,0,0,0,0,1,0,0,not_applicable,2022,10,15,surgical_anaesthesia,8,7,1,2,0,116.0,33.0,0,grid_unreliable,7
9245,district_hospital,O2_0038,peri_urban,148,1,0,0,0,oxygen_concentrator,3,1,4.9,0,2,5,5,0,0,0,0,0,0,9,concentrator_malfunction,2023,11,14,neonatal_respiratory,0,14,0,7,2,148.0,109.0,0,none,12
9246,district_hospital,O2_0059,urban,5,0,0,0,0,none,1,0,12.5,1,3,1,10,0,0,0,0,1,0,0,not_applicable,2022,11,10,severe_malaria,2,8,1,2,0,159.0,13.0,0,generator_only,9
9247,district_hospital,O2_0078,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,1.6,0,5,2,54,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,11,15,neonatal_respiratory,0,15,0,7,5,287.0,54.0,0,generator_only,0
9248,district_hospital,O2_0121,rural,79,0,0,0,0,cylinder_portable,0,0,9.1,0,3,9,32,0,0,0,0,0,0,5,cylinder_delivery_delay,2024,11,18,neonatal_respiratory,0,18,0,6,4,276.0,9.0,0,generator_only,26
9249,district_hospital,O2_0144,rural,39,0,0,0,0,none,0,0,2.7,1,1,3,44,0,0,0,0,0,0,4,empty_cylinders_not_collected,2022,10,14,pneumonia_adult,0,14,0,9,5,134.0,130.0,0,generator_only,29
9250,district_hospital,O2_0196,rural,70,0,0,0,0,oxygen_concentrator,0,0,0.7,0,4,5,43,0,1,1,0,1,1,0,not_applicable,2022,3,6,pneumonia_child,3,3,0,2,0,100.0,220.0,1,solar,39
9251,district_hospital,O2_0139,urban,54,0,1,0,0,cylinder_portable,0,0,7.6,0,2,1,2,0,0,0,0,1,1,0,not_applicable,2024,12,12,COPD_exacerbation,3,9,1,4,0,161.0,43.0,0,solar,24
9252,district_hospital,O2_0111,peri_urban,95,0,0,0,0,LOX_bulk_tank,1,0,4.0,0,0,5,1,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,12,15,pneumonia_child,0,15,0,8,5,129.0,55.0,1,grid_unreliable,37
9253,district_hospital,O2_0083,peri_urban,124,0,0,0,0,PSA_plant_onsite,0,0,0.2,0,4,4,80,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,2,9,neonatal_respiratory,0,9,0,1,4,219.0,38.0,1,grid_unreliable,2
9254,district_hospital,O2_0051,peri_urban,36,0,0,0,0,oxygen_concentrator,2,0,9.0,0,1,3,19,0,0,0,0,1,1,0,not_applicable,2022,2,8,COVID19_severe,4,4,0,0,0,231.0,47.0,1,none,22
9255,district_hospital,O2_0112,urban,54,0,0,0,0,none,0,0,12.4,0,2,3,6,0,1,0,0,1,1,0,not_applicable,2022,9,8,sepsis,4,4,1,1,0,169.0,5.0,1,generator_only,1
9256,district_hospital,O2_0185,rural,24,0,0,0,0,cylinder_piped,0,0,5.9,0,1,6,89,0,0,0,0,0,0,5,power_outage,2022,3,10,surgical_anaesthesia,0,10,0,3,0,194.0,48.0,0,grid_reliable,9
9257,district_hospital,O2_0066,urban,103,0,0,1,0,oxygen_concentrator,1,0,0.7,0,2,2,59,0,0,0,0,0,0,5,no_oxygen_source,2023,10,11,sepsis,0,11,0,5,1,159.0,5.0,0,solar,10
9258,district_hospital,O2_0100,peri_urban,53,0,0,0,0,cylinder_portable,0,0,5.5,0,1,0,2,0,0,0,0,1,0,0,not_applicable,2023,11,8,neonatal_respiratory,2,6,1,1,0,188.0,34.0,1,grid_unreliable,3
9259,district_hospital,O2_0048,rural,19,0,0,0,0,none,0,0,0.3,1,7,4,0,0,0,0,0,0,0,16,concentrator_malfunction,2024,3,16,trauma,0,16,0,9,6,249.0,82.0,1,grid_unreliable,96
9260,district_hospital,O2_0021,urban,46,0,1,0,0,oxygen_concentrator,1,0,3.7,0,1,6,8,0,1,0,0,0,0,8,empty_cylinders_not_collected,2021,10,12,heart_failure,0,12,0,6,0,189.0,52.0,0,none,7
9261,district_hospital,O2_0141,peri_urban,11,0,0,0,0,oxygen_concentrator,2,0,7.3,1,2,2,3,0,1,1,0,0,0,13,power_outage,2022,5,10,pneumonia_child,0,10,0,6,3,206.0,30.0,0,none,2
9262,district_hospital,O2_0080,peri_urban,91,0,0,0,0,cylinder_portable,0,0,12.3,0,6,8,31,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,6,8,pneumonia_child,0,8,0,6,1,175.0,77.0,0,grid_unreliable,27
9263,district_hospital,O2_0122,peri_urban,76,0,0,0,0,cylinder_piped,0,0,4.9,0,7,4,6,0,0,0,0,0,0,6,regulator_valve_failure,2023,11,9,neonatal_respiratory,0,9,0,4,3,240.0,51.0,1,grid_unreliable,24
9264,district_hospital,O2_0077,peri_urban,5,0,0,0,0,none,0,0,5.8,0,1,5,4,0,0,0,0,1,1,0,not_applicable,2021,11,12,severe_malaria,4,8,1,5,0,136.0,78.0,0,solar,7
9265,district_hospital,O2_0182,rural,73,0,0,0,0,none,0,0,5.3,0,3,3,10,0,0,0,0,1,1,0,not_applicable,2023,7,12,pneumonia_adult,4,8,1,3,0,219.0,86.0,1,generator_only,42
9266,district_hospital,O2_0003,urban,50,0,0,0,0,oxygen_concentrator,4,3,0.8,0,0,3,5,0,0,0,0,1,1,0,not_applicable,2023,4,9,severe_malaria,3,6,0,3,0,202.0,3.0,0,none,36
9267,district_hospital,O2_0024,rural,88,0,0,0,0,none,0,0,9.1,0,4,4,32,0,0,0,0,1,1,0,not_applicable,2023,12,8,pneumonia_adult,3,5,1,1,0,173.0,23.0,1,grid_unreliable,2
9268,district_hospital,O2_0198,urban,45,0,0,0,0,oxygen_concentrator,5,1,3.0,0,1,4,5,0,1,1,1,1,1,0,not_applicable,2023,8,14,sepsis,9,5,1,4,0,167.0,100.0,0,none,17
9269,district_hospital,O2_0009,rural,35,0,0,0,0,cylinder_piped,0,0,7.6,0,2,2,3,0,0,0,0,1,1,0,not_applicable,2023,9,13,neonatal_respiratory,4,9,1,6,0,265.0,188.0,1,grid_reliable,33
9270,district_hospital,O2_0130,peri_urban,23,0,1,0,0,cylinder_portable,0,0,4.0,0,1,8,69,0,0,0,0,0,0,4,cylinder_delivery_delay,2021,6,16,severe_malaria,0,16,0,7,2,200.0,26.0,0,none,2
9271,district_hospital,O2_0051,peri_urban,41,0,0,0,0,oxygen_concentrator,0,0,3.9,0,4,9,30,0,1,0,0,1,0,1,demand_surge,2021,6,12,COVID19_severe,5,7,0,4,0,187.0,22.0,0,solar,3
9272,district_hospital,O2_0007,rural,45,0,0,0,0,oxygen_concentrator,4,2,12.4,0,4,5,14,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,6,10,trauma,0,10,0,3,3,220.0,336.0,1,solar,23
9273,district_hospital,O2_0020,rural,23,0,0,0,0,oxygen_concentrator,3,0,1.9,0,4,3,24,0,0,0,0,0,0,14,concentrator_malfunction,2022,4,13,other_hypoxemia,0,13,0,6,0,225.0,24.0,0,solar,2
9274,district_hospital,O2_0084,rural,51,0,0,0,0,cylinder_portable,0,0,15.0,0,5,5,1,0,1,1,0,0,0,4,cylinder_delivery_delay,2022,7,12,pneumonia_child,0,12,0,6,3,119.0,26.0,1,grid_unreliable,1
9275,district_hospital,O2_0191,peri_urban,37,0,0,0,0,cylinder_piped,0,0,8.2,0,2,2,5,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,8,7,asthma_severe,0,7,0,6,0,230.0,74.0,0,none,7
9276,district_hospital,O2_0134,rural,17,0,0,0,0,oxygen_concentrator,2,0,7.5,0,1,1,5,0,1,1,0,0,0,5,concentrator_malfunction,2024,1,13,neonatal_respiratory,0,13,0,9,3,226.0,56.0,1,none,26
9277,district_hospital,O2_0118,urban,5,0,0,0,0,none,2,1,1.6,1,2,3,40,0,1,0,0,0,0,18,cylinder_delivery_delay,2022,9,11,trauma,0,11,0,5,2,244.0,82.0,1,grid_unreliable,9
9278,district_hospital,O2_0103,rural,121,0,0,0,0,oxygen_concentrator,0,0,2.9,0,1,5,11,0,1,0,0,0,0,8,demand_surge,2021,4,9,pneumonia_adult,0,9,0,5,0,243.0,125.0,1,none,0
9279,district_hospital,O2_0136,urban,76,0,0,0,0,cylinder_portable,2,0,8.6,0,2,8,22,0,0,0,0,0,0,30,concentrator_malfunction,2021,2,11,trauma,0,11,0,4,4,162.0,18.0,0,grid_unreliable,5
9280,district_hospital,O2_0154,rural,82,0,0,0,0,cylinder_portable,0,0,9.1,1,2,6,12,0,0,0,0,0,0,3,supplier_stockout,2024,5,12,pneumonia_child,0,12,0,7,4,299.0,75.0,1,solar,18
9281,district_hospital,O2_0142,rural,37,0,0,0,0,cylinder_portable,0,0,5.2,1,3,0,11,0,1,1,0,1,1,0,not_applicable,2024,2,19,surgical_anaesthesia,8,11,0,4,0,40.0,4.0,1,none,6
9282,district_hospital,O2_0077,rural,57,0,0,1,0,none,0,0,5.4,0,3,6,1,0,1,0,0,1,0,1,no_oxygen_source,2023,4,10,COPD_exacerbation,4,6,0,3,0,306.0,64.0,0,grid_unreliable,17
9283,district_hospital,O2_0110,peri_urban,49,0,0,0,0,cylinder_piped,0,0,5.0,0,5,2,4,0,0,0,0,1,0,6,cylinder_delivery_delay,2024,8,9,COVID19_severe,3,6,0,1,0,164.0,366.0,0,solar,8
9284,district_hospital,O2_0164,rural,67,0,0,0,0,oxygen_concentrator,2,1,9.5,1,4,6,1,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,8,12,trauma,0,12,0,2,2,12.0,9.0,0,none,13
9285,district_hospital,O2_0069,peri_urban,46,0,0,0,0,oxygen_concentrator,3,0,9.8,0,3,5,65,0,0,0,0,1,0,0,not_applicable,2024,11,16,sepsis,2,14,0,6,0,163.0,7.0,1,generator_only,17
9286,district_hospital,O2_0053,urban,40,0,0,0,0,cylinder_portable,0,0,2.2,1,3,9,53,0,0,0,0,0,0,15,power_outage,2024,1,10,heart_failure,0,10,0,8,3,170.0,75.0,0,none,5
9287,district_hospital,O2_0080,urban,32,0,0,0,0,none,0,0,2.3,0,1,4,7,0,0,0,0,1,1,0,not_applicable,2021,2,10,trauma,4,6,0,2,0,160.0,15.0,0,grid_unreliable,22
9288,district_hospital,O2_0003,peri_urban,102,0,0,0,0,none,0,0,1.3,0,5,5,16,0,0,0,0,0,0,28,regulator_valve_failure,2022,12,12,pneumonia_child,0,12,0,3,3,174.0,14.0,0,generator_only,5
9289,district_hospital,O2_0073,rural,5,0,0,0,0,oxygen_concentrator,2,1,0.7,0,3,4,24,0,0,0,0,1,1,0,not_applicable,2024,11,14,pneumonia_child,6,8,0,4,0,275.0,4.0,0,grid_reliable,2
9290,district_hospital,O2_0182,peri_urban,121,0,0,0,0,cylinder_piped,4,2,2.5,0,3,3,11,0,0,0,0,0,0,16,PSA_plant_breakdown,2024,7,12,pneumonia_adult,0,12,0,6,1,195.0,18.0,0,none,4
9291,district_hospital,O2_0150,rural,58,0,0,0,0,LOX_bulk_tank,0,0,3.8,0,4,4,11,0,0,0,0,1,1,0,not_applicable,2024,2,12,neonatal_respiratory,3,9,0,3,0,219.0,64.0,0,grid_unreliable,9
9292,district_hospital,O2_0112,rural,7,0,0,0,0,oxygen_concentrator,2,0,5.2,0,2,4,4,0,0,0,0,1,1,0,not_applicable,2024,10,11,COPD_exacerbation,5,6,1,2,0,140.0,58.0,1,generator_only,11
9293,district_hospital,O2_0015,rural,99,0,0,0,0,cylinder_piped,3,1,1.2,0,5,5,12,0,0,0,0,0,0,8,concentrator_malfunction,2021,2,14,neonatal_respiratory,0,14,0,5,6,181.0,7.0,0,grid_unreliable,10
9294,district_hospital,O2_0092,urban,65,0,0,0,0,cylinder_portable,0,0,1.2,0,3,3,12,0,0,0,0,0,0,1,PSA_plant_breakdown,2022,8,12,COPD_exacerbation,0,12,0,6,4,49.0,4.0,0,solar,6
9295,district_hospital,O2_0179,urban,128,0,0,0,0,cylinder_piped,0,0,11.1,1,3,5,2,0,1,1,1,0,0,2,concentrator_malfunction,2024,9,10,neonatal_respiratory,0,10,0,6,2,308.0,27.0,0,none,23
9296,district_hospital,O2_0177,peri_urban,13,0,0,0,0,cylinder_portable,0,0,0.5,0,1,4,13,0,1,1,1,0,0,3,funding_for_refill,2023,4,12,asthma_severe,0,12,0,6,6,230.0,184.0,0,grid_unreliable,3
9297,district_hospital,O2_0128,rural,115,0,0,0,1,cylinder_portable,0,0,2.3,1,3,6,16,0,1,1,1,1,1,0,not_applicable,2024,5,7,pneumonia_child,3,4,0,0,0,286.0,38.0,1,generator_only,1
9298,district_hospital,O2_0187,peri_urban,62,0,0,0,0,oxygen_concentrator,4,2,5.6,1,3,6,19,0,0,0,0,0,0,13,no_oxygen_source,2024,4,12,severe_malaria,0,12,0,3,5,158.0,82.0,0,generator_only,3
9299,district_hospital,O2_0113,rural,80,0,0,0,0,oxygen_concentrator,0,0,0.2,0,2,2,40,0,0,0,0,1,1,0,not_applicable,2021,1,16,COPD_exacerbation,5,11,0,3,0,203.0,94.0,1,none,8
9300,district_hospital,O2_0050,peri_urban,5,0,0,1,0,cylinder_piped,0,0,0.8,0,0,3,3,0,0,0,0,1,1,0,not_applicable,2023,1,14,heart_failure,7,7,0,5,0,214.0,57.0,1,grid_unreliable,14
9301,district_hospital,O2_0078,urban,39,0,0,0,0,cylinder_portable,1,0,0.6,0,1,2,32,0,1,1,0,1,1,0,not_applicable,2024,8,5,severe_malaria,2,3,0,2,0,176.0,39.0,1,grid_unreliable,2
9302,district_hospital,O2_0011,rural,38,0,0,0,0,cylinder_portable,0,0,6.0,0,1,4,30,0,0,0,0,0,0,13,regulator_valve_failure,2024,6,10,neonatal_respiratory,0,10,0,5,4,224.0,2.0,0,none,38
9303,district_hospital,O2_0168,peri_urban,120,0,0,0,0,none,0,0,1.2,0,0,5,0,0,0,0,0,1,1,0,not_applicable,2023,12,13,COVID19_severe,6,7,1,3,0,221.0,33.0,1,grid_unreliable,12
9304,district_hospital,O2_0119,rural,113,0,0,0,0,cylinder_portable,0,0,2.8,1,2,6,3,0,1,0,0,0,0,20,no_oxygen_source,2022,11,14,COVID19_severe,0,14,0,3,5,276.0,81.0,1,none,6
9305,district_hospital,O2_0060,rural,27,0,0,0,0,none,0,0,17.2,0,1,0,23,0,0,0,0,0,0,2,concentrator_malfunction,2022,11,10,pneumonia_adult,0,10,0,6,5,85.0,29.0,1,generator_only,14
9306,district_hospital,O2_0052,peri_urban,80,0,0,0,0,none,6,4,17.0,0,1,4,54,0,1,1,0,0,0,23,empty_cylinders_not_collected,2021,10,14,asthma_severe,0,14,0,7,5,145.0,38.0,0,solar,12
9307,district_hospital,O2_0010,urban,48,0,0,0,0,oxygen_concentrator,3,1,1.1,1,7,3,42,0,0,0,0,0,0,11,cylinder_delivery_delay,2022,2,8,COPD_exacerbation,0,8,0,4,2,187.0,52.0,1,grid_reliable,7
9308,district_hospital,O2_0131,rural,82,0,0,0,0,cylinder_portable,0,0,3.8,0,5,1,8,0,0,0,0,0,0,5,concentrator_malfunction,2022,3,15,pneumonia_child,0,15,0,10,6,310.0,55.0,0,grid_unreliable,47
9309,district_hospital,O2_0042,rural,76,0,1,0,0,oxygen_concentrator,6,4,7.5,0,6,2,13,0,0,0,0,0,0,13,empty_cylinders_not_collected,2024,10,12,other_hypoxemia,0,12,0,4,1,189.0,45.0,0,grid_reliable,8
9310,district_hospital,O2_0005,rural,107,0,0,0,0,oxygen_concentrator,1,0,4.7,0,3,2,18,0,0,0,0,1,1,0,not_applicable,2022,10,2,other_hypoxemia,0,2,0,1,0,251.0,21.0,0,solar,17
9311,district_hospital,O2_0181,urban,83,0,0,0,0,cylinder_portable,3,1,0.5,0,5,2,0,0,0,0,0,0,0,4,concentrator_malfunction,2023,9,15,severe_malaria,0,15,0,8,4,170.0,29.0,1,none,32
9312,district_hospital,O2_0051,rural,54,0,0,0,0,oxygen_concentrator,3,1,1.3,0,4,4,3,0,0,0,0,0,0,1,PSA_plant_breakdown,2024,4,16,trauma,0,16,0,9,2,243.0,26.0,0,grid_unreliable,0
9313,district_hospital,O2_0051,urban,87,0,0,0,0,none,0,0,15.2,0,6,4,19,0,0,0,0,1,1,0,not_applicable,2024,3,12,pneumonia_child,6,6,0,3,0,251.0,49.0,0,grid_unreliable,25
9314,district_hospital,O2_0079,peri_urban,59,0,0,0,0,cylinder_portable,0,0,8.4,0,3,5,11,0,0,0,0,0,0,20,funding_for_refill,2024,2,11,surgical_anaesthesia,0,11,0,5,3,286.0,23.0,1,grid_unreliable,26
9315,district_hospital,O2_0029,peri_urban,98,0,0,1,0,LOX_bulk_tank,0,0,0.1,1,4,5,7,0,0,0,0,1,1,0,not_applicable,2022,1,13,pneumonia_adult,5,8,0,4,0,253.0,68.0,0,solar,1
9316,district_hospital,O2_0106,rural,30,0,0,0,0,PSA_plant_onsite,0,0,1.2,0,2,1,0,0,0,0,0,0,0,13,cylinder_delivery_delay,2023,7,11,trauma,0,11,0,6,0,234.0,45.0,0,solar,13
9317,district_hospital,O2_0004,rural,79,0,0,0,0,oxygen_concentrator,3,1,10.6,0,4,7,25,0,1,0,0,1,0,5,power_outage,2021,5,9,pneumonia_child,5,4,1,1,0,419.0,39.0,1,grid_unreliable,11
9318,district_hospital,O2_0057,peri_urban,79,0,0,0,0,oxygen_concentrator,2,0,0.8,0,4,4,0,0,1,1,0,1,1,0,not_applicable,2021,9,10,severe_malaria,4,6,1,2,0,143.0,84.0,0,grid_unreliable,23
9319,district_hospital,O2_0035,rural,79,0,0,0,0,cylinder_portable,1,0,1.6,0,2,3,24,0,0,0,0,1,0,0,not_applicable,2024,2,11,other_hypoxemia,4,7,0,5,0,286.0,30.0,0,grid_unreliable,0
9320,district_hospital,O2_0179,rural,14,1,0,0,0,cylinder_portable,0,0,3.6,0,7,5,21,0,0,0,0,1,0,0,not_applicable,2022,8,16,COVID19_severe,5,11,0,5,0,198.0,4.0,0,none,1
9321,district_hospital,O2_0126,urban,155,0,0,0,0,none,0,0,1.0,0,1,1,1,0,0,0,0,1,0,1,cylinder_delivery_delay,2023,9,11,severe_malaria,5,6,0,3,0,252.0,92.0,1,none,57
9322,district_hospital,O2_0185,peri_urban,92,0,0,0,0,none,1,0,2.9,0,1,2,2,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,9,11,pneumonia_adult,0,11,0,5,2,102.0,30.0,0,generator_only,7
9323,district_hospital,O2_0191,urban,33,0,0,0,0,none,0,0,0.3,0,3,4,4,0,0,0,0,1,1,15,cylinder_delivery_delay,2021,2,7,neonatal_respiratory,3,4,1,3,0,221.0,46.0,0,grid_reliable,5
9324,district_hospital,O2_0045,peri_urban,67,0,0,0,0,oxygen_concentrator,3,2,3.2,0,1,2,11,0,1,1,0,1,1,0,not_applicable,2023,5,12,pneumonia_adult,6,6,0,4,0,219.0,18.0,0,grid_unreliable,4
9325,district_hospital,O2_0132,rural,36,0,0,0,0,oxygen_concentrator,2,1,18.7,0,4,4,33,0,0,0,0,0,0,4,concentrator_malfunction,2023,2,10,pneumonia_adult,0,10,0,4,2,372.0,126.0,1,grid_unreliable,14
9326,district_hospital,O2_0191,rural,27,0,0,0,0,oxygen_concentrator,1,0,0.4,0,2,4,16,0,0,0,0,1,0,0,not_applicable,2022,11,12,sepsis,7,5,0,2,0,122.0,22.0,0,none,38
9327,district_hospital,O2_0179,rural,69,0,0,0,0,cylinder_portable,0,0,3.5,1,4,6,2,0,0,0,0,0,0,11,empty_cylinders_not_collected,2022,3,8,severe_malaria,0,8,0,5,1,190.0,144.0,0,solar,0
9328,district_hospital,O2_0003,urban,98,0,0,0,0,oxygen_concentrator,1,0,1.1,0,2,5,11,0,1,0,0,1,0,4,concentrator_malfunction,2021,9,12,pneumonia_adult,7,5,0,1,0,133.0,102.0,0,grid_unreliable,7
9329,district_hospital,O2_0108,urban,36,0,0,0,0,cylinder_portable,0,0,0.5,0,2,2,60,0,1,0,0,0,0,2,demand_surge,2022,4,6,neonatal_respiratory,0,6,0,3,2,351.0,30.0,0,grid_unreliable,4
9330,district_hospital,O2_0112,rural,49,0,0,0,0,cylinder_portable,2,0,2.0,0,4,5,40,0,0,0,0,0,0,11,cylinder_delivery_delay,2021,12,13,sepsis,0,13,0,6,4,298.0,3.0,1,grid_unreliable,86
9331,district_hospital,O2_0156,peri_urban,96,0,0,1,0,cylinder_portable,0,0,3.9,0,5,5,7,0,1,0,0,0,0,1,concentrator_malfunction,2024,5,9,pneumonia_child,0,9,0,4,2,142.0,3.0,0,grid_unreliable,29
9332,district_hospital,O2_0026,peri_urban,63,0,0,0,0,none,0,0,12.4,0,2,2,26,0,1,1,1,0,0,8,PSA_plant_breakdown,2024,11,11,surgical_anaesthesia,0,11,0,5,3,106.0,71.0,0,generator_only,4
9333,district_hospital,O2_0047,rural,5,0,0,0,0,cylinder_portable,0,0,7.9,0,3,6,31,0,0,0,0,0,0,1,demand_surge,2022,4,5,pneumonia_adult,0,5,0,2,2,304.0,20.0,0,solar,12
9334,district_hospital,O2_0187,peri_urban,117,0,1,0,0,cylinder_piped,0,0,1.8,0,4,4,10,0,0,0,0,0,0,11,concentrator_malfunction,2022,9,13,severe_malaria,0,13,0,7,3,143.0,36.0,0,grid_unreliable,15
9335,district_hospital,O2_0125,peri_urban,38,0,0,0,0,none,0,0,5.9,0,4,5,1,0,1,0,0,1,1,0,not_applicable,2024,3,12,surgical_anaesthesia,4,8,1,6,0,314.0,13.0,0,generator_only,16
9336,district_hospital,O2_0196,peri_urban,23,0,0,0,0,cylinder_portable,3,0,1.5,0,1,4,4,0,0,0,0,1,1,0,not_applicable,2024,1,12,neonatal_respiratory,6,6,0,2,0,169.0,1.0,0,none,22
9337,district_hospital,O2_0022,rural,40,0,0,0,0,oxygen_concentrator,2,1,13.1,0,4,5,7,0,0,0,0,0,0,30,power_outage,2022,4,11,severe_malaria,0,11,0,5,4,311.0,43.0,0,grid_unreliable,3
9338,district_hospital,O2_0081,rural,36,0,0,0,0,cylinder_portable,0,0,1.3,0,4,3,3,0,0,0,0,1,1,0,not_applicable,2024,11,10,COVID19_severe,5,5,1,3,0,98.0,48.0,0,generator_only,46
9339,district_hospital,O2_0042,rural,47,0,0,0,0,cylinder_portable,0,0,3.4,0,2,4,2,0,0,0,0,1,0,0,not_applicable,2023,8,13,surgical_anaesthesia,4,9,0,4,0,218.0,81.0,1,grid_unreliable,3
9340,district_hospital,O2_0047,rural,137,0,0,0,0,cylinder_portable,0,0,3.0,0,1,4,13,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,1,12,other_hypoxemia,0,12,0,4,4,182.0,59.0,0,grid_unreliable,16
9341,district_hospital,O2_0194,rural,41,0,0,0,0,cylinder_portable,0,0,8.1,0,3,5,0,0,0,0,0,1,1,4,demand_surge,2022,8,14,other_hypoxemia,2,12,0,8,0,212.0,97.0,0,generator_only,4
9342,district_hospital,O2_0076,urban,45,0,0,0,0,cylinder_portable,0,0,15.1,0,3,5,42,0,0,0,0,0,0,1,PSA_plant_breakdown,2022,4,15,pneumonia_adult,0,15,0,9,7,177.0,201.0,1,none,8
9343,district_hospital,O2_0093,peri_urban,27,0,1,0,0,oxygen_concentrator,5,0,15.3,0,4,4,17,0,1,1,1,1,0,1,power_outage,2023,12,8,neonatal_respiratory,3,5,0,1,0,291.0,94.0,1,grid_unreliable,3
9344,district_hospital,O2_0111,urban,130,0,0,0,0,cylinder_portable,0,0,0.4,0,1,7,23,0,1,0,0,0,0,4,regulator_valve_failure,2021,7,13,other_hypoxemia,0,13,0,5,2,220.0,9.0,0,grid_unreliable,1
9345,district_hospital,O2_0027,peri_urban,69,0,0,0,1,oxygen_concentrator,0,0,11.0,1,3,2,29,0,1,0,0,0,0,1,funding_for_refill,2024,4,9,heart_failure,0,9,0,4,3,375.0,52.0,0,grid_reliable,12
9346,district_hospital,O2_0120,rural,63,0,0,0,0,cylinder_portable,0,0,5.9,0,9,4,48,0,1,0,0,1,0,0,not_applicable,2024,1,14,heart_failure,9,5,0,1,0,240.0,7.0,0,grid_unreliable,37
9347,district_hospital,O2_0190,urban,88,0,0,0,0,cylinder_portable,0,0,11.4,0,2,6,18,0,1,1,0,1,1,11,cylinder_delivery_delay,2024,12,12,asthma_severe,6,6,0,4,0,157.0,135.0,0,grid_unreliable,3
9348,district_hospital,O2_0180,urban,108,0,0,0,0,cylinder_portable,0,0,4.0,0,4,3,52,0,1,1,0,0,0,30,concentrator_malfunction,2021,7,7,pneumonia_child,0,7,0,3,2,233.0,53.0,1,generator_only,41
9349,district_hospital,O2_0103,rural,67,0,0,0,0,none,0,0,6.3,0,4,8,13,0,1,1,0,1,0,0,not_applicable,2021,6,16,COVID19_severe,7,9,0,8,0,145.0,92.0,0,grid_reliable,10
9350,district_hospital,O2_0023,rural,72,0,0,0,0,oxygen_concentrator,1,0,6.0,0,1,5,54,0,1,0,0,1,0,0,not_applicable,2023,7,11,neonatal_respiratory,8,3,1,2,0,96.0,112.0,1,grid_unreliable,7
9351,district_hospital,O2_0164,rural,33,0,0,0,0,cylinder_piped,0,0,8.5,0,2,6,2,0,0,0,0,0,0,12,concentrator_malfunction,2023,7,13,severe_malaria,0,13,0,6,4,369.0,108.0,0,grid_unreliable,6
9352,district_hospital,O2_0021,rural,37,0,0,0,1,oxygen_concentrator,2,0,2.7,1,3,6,9,0,0,0,0,1,0,0,not_applicable,2024,2,15,severe_malaria,2,13,1,9,0,242.0,27.0,0,grid_reliable,2
9353,district_hospital,O2_0040,urban,82,0,0,0,0,oxygen_concentrator,0,0,2.1,0,3,6,20,0,0,0,0,1,0,0,not_applicable,2021,4,10,severe_malaria,4,6,1,1,0,173.0,151.0,0,generator_only,10
9354,district_hospital,O2_0095,rural,44,0,0,0,0,oxygen_concentrator,3,0,7.5,0,6,5,93,0,0,0,0,0,0,2,power_outage,2022,7,12,neonatal_respiratory,0,12,0,6,2,237.0,82.0,0,generator_only,8
9355,district_hospital,O2_0122,rural,110,0,0,0,0,cylinder_portable,0,0,0.3,0,1,6,59,0,1,0,0,0,0,15,piping_system_leak,2021,8,5,COVID19_severe,0,5,0,2,1,222.0,86.0,1,grid_unreliable,11
9356,district_hospital,O2_0013,rural,72,0,0,0,0,oxygen_concentrator,1,0,1.6,0,0,5,8,0,0,0,0,1,0,0,not_applicable,2023,12,10,neonatal_respiratory,1,9,1,4,0,19.0,2.0,1,solar,12
9357,district_hospital,O2_0103,peri_urban,81,0,0,1,0,none,0,0,1.9,0,2,5,12,0,0,0,0,1,1,0,not_applicable,2024,5,12,heart_failure,3,9,1,4,0,270.0,20.0,0,none,0
9358,district_hospital,O2_0087,peri_urban,5,0,0,0,0,cylinder_portable,0,0,10.4,0,0,4,26,0,0,0,0,0,0,17,cylinder_delivery_delay,2023,7,8,pneumonia_child,0,8,0,3,3,182.0,2.0,0,solar,9
9359,district_hospital,O2_0181,peri_urban,136,0,0,0,0,oxygen_concentrator,2,0,0.4,0,6,2,81,0,0,0,0,1,0,7,power_outage,2022,1,17,severe_malaria,8,9,1,5,0,246.0,16.0,0,grid_reliable,14
9360,district_hospital,O2_0115,urban,64,0,0,0,0,oxygen_concentrator,3,1,4.5,0,3,4,0,0,1,0,0,0,0,12,concentrator_malfunction,2024,10,9,surgical_anaesthesia,0,9,0,2,0,191.0,8.0,1,grid_reliable,9
9361,district_hospital,O2_0144,peri_urban,37,0,0,0,0,cylinder_portable,0,0,1.7,0,2,5,13,0,1,0,0,1,0,0,not_applicable,2021,3,16,pneumonia_child,4,12,0,5,0,304.0,66.0,1,none,8
9362,district_hospital,O2_0157,peri_urban,85,0,0,0,0,none,0,0,7.2,0,6,3,2,0,0,0,0,1,1,0,not_applicable,2024,12,8,other_hypoxemia,5,3,0,0,0,231.0,89.0,1,generator_only,13
9363,district_hospital,O2_0047,rural,117,0,0,0,0,oxygen_concentrator,2,0,2.2,0,1,2,3,0,0,0,0,1,0,6,empty_cylinders_not_collected,2024,7,11,pneumonia_adult,6,5,0,1,0,282.0,7.0,1,grid_reliable,11
9364,district_hospital,O2_0145,urban,72,0,0,0,0,oxygen_concentrator,0,0,0.5,0,4,1,6,0,0,0,0,0,0,16,empty_cylinders_not_collected,2023,4,13,other_hypoxemia,0,13,0,4,0,271.0,41.0,0,none,9
9365,district_hospital,O2_0085,peri_urban,22,0,1,0,0,oxygen_concentrator,2,1,1.4,1,2,4,19,0,1,0,0,0,0,4,cylinder_delivery_delay,2023,10,8,trauma,0,8,0,5,3,105.0,11.0,0,none,9
9366,district_hospital,O2_0041,rural,22,0,0,0,0,cylinder_piped,0,0,2.1,0,1,2,31,0,1,0,0,0,0,22,PSA_plant_breakdown,2024,11,13,COVID19_severe,0,13,0,7,0,90.0,55.0,1,generator_only,22
9367,district_hospital,O2_0094,peri_urban,12,0,0,0,0,none,0,0,5.3,1,3,4,67,0,1,1,1,0,0,25,regulator_valve_failure,2024,5,14,COVID19_severe,0,14,0,9,5,249.0,161.0,1,generator_only,24
9368,district_hospital,O2_0192,rural,31,0,0,0,0,cylinder_portable,0,0,0.7,0,4,8,1,0,0,0,0,0,0,12,power_outage,2022,4,11,trauma,0,11,0,8,1,292.0,68.0,0,solar,0
9369,district_hospital,O2_0170,rural,98,0,0,0,0,cylinder_portable,0,0,6.2,0,6,2,12,0,0,0,0,1,1,0,not_applicable,2023,10,11,COVID19_severe,8,3,0,1,0,232.0,27.0,0,grid_reliable,17
9370,district_hospital,O2_0190,peri_urban,115,0,0,0,0,oxygen_concentrator,3,2,5.5,0,4,5,59,0,1,1,0,0,0,1,cylinder_delivery_delay,2021,9,13,pneumonia_child,0,13,0,4,2,222.0,40.0,0,grid_unreliable,11
9371,district_hospital,O2_0077,rural,32,0,0,0,0,oxygen_concentrator,2,1,5.4,1,4,1,11,0,0,0,0,1,0,0,not_applicable,2024,9,18,COVID19_severe,6,12,1,6,0,175.0,8.0,0,none,8
9372,district_hospital,O2_0044,rural,98,0,0,0,0,PSA_plant_onsite,0,0,2.8,0,0,4,77,0,0,0,0,1,1,0,not_applicable,2024,9,15,COVID19_severe,8,7,1,4,0,62.0,101.0,1,grid_unreliable,9
9373,district_hospital,O2_0160,rural,17,0,0,0,0,none,0,0,1.1,0,3,3,0,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,2,12,sepsis,0,12,0,8,4,222.0,58.0,0,grid_unreliable,16
9374,district_hospital,O2_0196,rural,38,0,0,0,0,oxygen_concentrator,5,2,17.2,0,4,2,12,0,0,0,0,1,1,0,not_applicable,2022,12,14,sepsis,4,10,0,6,0,272.0,2.0,0,none,6
9375,district_hospital,O2_0198,peri_urban,107,0,1,0,0,oxygen_concentrator,3,1,2.4,0,3,5,40,0,0,0,0,1,1,0,not_applicable,2023,4,13,pneumonia_adult,6,7,1,1,0,238.0,2.0,0,none,13
9376,district_hospital,O2_0175,rural,18,0,0,0,0,oxygen_concentrator,4,1,2.1,0,1,1,3,0,0,0,0,0,0,6,cylinder_delivery_delay,2022,4,9,surgical_anaesthesia,0,9,0,6,4,167.0,3.0,0,grid_unreliable,10
9377,district_hospital,O2_0006,rural,111,0,0,0,0,cylinder_portable,0,0,2.8,0,4,3,6,0,0,0,0,0,0,15,concentrator_malfunction,2022,4,10,pneumonia_child,0,10,0,6,3,189.0,58.0,0,grid_unreliable,13
9378,district_hospital,O2_0122,rural,51,0,0,0,0,LOX_bulk_tank,0,0,4.0,0,3,4,0,0,0,0,0,1,1,0,not_applicable,2022,6,11,severe_malaria,3,8,0,2,0,369.0,22.0,1,generator_only,3
9379,district_hospital,O2_0117,rural,54,0,0,0,0,oxygen_concentrator,2,0,1.0,0,2,2,3,0,1,1,0,0,0,1,concentrator_malfunction,2024,12,9,surgical_anaesthesia,0,9,0,5,3,201.0,46.0,0,generator_only,0
9380,district_hospital,O2_0163,urban,50,0,0,0,0,oxygen_concentrator,0,0,0.5,0,8,2,47,0,0,0,0,1,1,1,power_outage,2024,5,11,trauma,6,5,1,2,0,92.0,0.0,1,grid_unreliable,1
9381,district_hospital,O2_0121,peri_urban,88,0,0,0,1,cylinder_portable,0,0,12.0,1,1,2,109,0,1,1,0,0,0,2,piping_system_leak,2023,6,11,sepsis,0,11,0,4,1,345.0,66.0,0,none,21
9382,district_hospital,O2_0189,rural,99,0,0,0,0,cylinder_portable,0,0,0.3,0,1,5,0,0,0,0,0,0,0,18,funding_for_refill,2022,2,16,asthma_severe,0,16,0,12,1,303.0,62.0,1,none,21
9383,district_hospital,O2_0026,rural,10,0,0,0,0,oxygen_concentrator,4,2,0.0,0,2,3,0,0,0,0,0,0,0,14,PSA_plant_breakdown,2024,6,12,asthma_severe,0,12,0,7,4,301.0,30.0,0,solar,1
9384,district_hospital,O2_0066,rural,5,0,0,0,0,oxygen_concentrator,0,0,0.3,1,0,3,41,0,1,0,0,1,1,0,not_applicable,2023,9,19,other_hypoxemia,11,8,1,5,0,112.0,17.0,1,grid_reliable,24
9385,district_hospital,O2_0111,rural,133,0,0,0,0,oxygen_concentrator,0,0,1.4,0,4,1,0,0,0,0,0,1,1,0,not_applicable,2021,4,12,trauma,5,7,0,5,0,0.0,42.0,1,grid_unreliable,9
9386,district_hospital,O2_0039,peri_urban,16,0,0,0,0,oxygen_concentrator,4,1,6.1,0,0,4,44,0,1,0,0,1,0,0,not_applicable,2024,9,9,COPD_exacerbation,3,6,0,4,0,240.0,37.0,1,generator_only,10
9387,district_hospital,O2_0018,urban,25,0,0,0,0,oxygen_concentrator,2,1,13.6,0,0,5,28,0,1,1,1,1,1,0,not_applicable,2022,9,8,COVID19_severe,6,2,0,0,0,170.0,18.0,0,none,2
9388,district_hospital,O2_0132,rural,5,0,0,0,0,cylinder_portable,0,0,4.8,0,3,2,24,0,0,0,0,1,1,0,not_applicable,2023,9,13,trauma,1,12,0,5,0,77.0,40.0,0,grid_unreliable,10
9389,district_hospital,O2_0141,rural,99,0,0,0,0,cylinder_portable,0,0,3.6,0,2,1,8,0,1,0,0,0,0,30,funding_for_refill,2022,4,15,COVID19_severe,0,15,0,8,6,379.0,67.0,0,solar,6
9390,district_hospital,O2_0078,rural,23,0,0,0,0,LOX_bulk_tank,2,1,17.2,0,5,5,18,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,1,13,sepsis,0,13,0,2,4,184.0,22.0,1,grid_unreliable,3
9391,district_hospital,O2_0027,urban,108,0,0,0,0,cylinder_portable,0,0,3.9,1,7,3,12,0,0,0,0,1,1,0,not_applicable,2023,3,8,COPD_exacerbation,3,5,0,5,0,332.0,20.0,0,grid_unreliable,17
9392,district_hospital,O2_0189,peri_urban,21,0,0,0,0,cylinder_portable,0,0,0.4,0,1,3,21,0,1,0,0,1,1,0,not_applicable,2022,8,12,asthma_severe,7,5,0,1,0,255.0,205.0,1,none,5
9393,district_hospital,O2_0123,rural,121,0,0,0,0,oxygen_concentrator,3,0,4.1,0,2,4,11,0,1,1,0,1,1,6,cylinder_delivery_delay,2023,3,8,neonatal_respiratory,2,6,0,2,0,183.0,20.0,1,grid_reliable,0
9394,district_hospital,O2_0164,urban,21,0,0,0,0,oxygen_concentrator,1,0,4.8,0,5,5,2,0,0,0,0,1,1,0,not_applicable,2023,7,11,pneumonia_adult,4,7,1,4,0,170.0,104.0,0,generator_only,16
9395,district_hospital,O2_0176,rural,23,0,0,0,0,oxygen_concentrator,1,0,4.9,1,4,3,9,0,0,0,0,0,0,3,funding_for_refill,2024,9,9,COVID19_severe,0,9,0,3,2,75.0,64.0,0,none,48
9396,district_hospital,O2_0023,peri_urban,108,0,0,0,0,cylinder_portable,4,2,1.4,0,6,3,25,0,1,0,0,1,1,0,not_applicable,2022,1,5,pneumonia_child,1,4,1,2,0,171.0,23.0,1,none,23
9397,district_hospital,O2_0041,rural,70,0,0,0,0,oxygen_concentrator,2,0,22.8,0,1,4,5,0,0,0,0,1,1,0,not_applicable,2023,7,9,neonatal_respiratory,4,5,0,3,0,190.0,4.0,0,none,78
9398,district_hospital,O2_0086,rural,47,0,0,0,0,none,0,0,9.6,0,3,6,21,0,0,0,0,1,0,8,cylinder_delivery_delay,2023,5,10,pneumonia_adult,7,3,1,3,0,173.0,6.0,0,solar,4
9399,district_hospital,O2_0184,peri_urban,57,0,0,0,1,none,0,0,7.8,1,3,5,5,0,0,0,0,1,1,0,not_applicable,2023,2,15,neonatal_respiratory,9,6,1,4,0,163.0,36.0,0,grid_unreliable,14
9400,district_hospital,O2_0092,urban,64,0,0,0,0,cylinder_portable,0,0,1.8,0,5,3,8,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,2,13,COVID19_severe,0,13,0,4,5,150.0,53.0,0,none,31
9401,district_hospital,O2_0080,peri_urban,101,0,0,0,0,oxygen_concentrator,3,1,1.9,0,3,2,18,0,0,0,0,0,0,5,concentrator_malfunction,2022,2,9,surgical_anaesthesia,0,9,0,4,2,292.0,11.0,0,grid_unreliable,31
9402,district_hospital,O2_0192,rural,88,0,0,0,0,PSA_plant_onsite,0,0,0.3,0,3,3,29,1,1,0,0,0,0,1,funding_for_refill,2021,11,11,trauma,0,11,0,6,2,316.0,4.0,0,grid_reliable,3
9403,district_hospital,O2_0187,rural,152,0,0,0,0,oxygen_concentrator,0,0,4.3,0,4,3,47,0,1,0,0,0,0,30,funding_for_refill,2021,4,16,pneumonia_child,0,16,0,6,6,132.0,30.0,0,grid_unreliable,6
9404,district_hospital,O2_0134,rural,72,0,0,0,0,cylinder_portable,1,0,5.8,0,8,4,18,0,0,0,0,0,0,11,cylinder_delivery_delay,2022,6,9,sepsis,0,9,0,4,2,104.0,17.0,1,grid_unreliable,10
9405,district_hospital,O2_0004,rural,102,0,0,0,0,oxygen_concentrator,2,1,0.9,0,1,3,4,0,1,1,1,1,1,1,no_oxygen_source,2023,6,12,pneumonia_adult,5,7,1,3,0,199.0,442.0,1,none,17
9406,district_hospital,O2_0190,rural,82,0,0,0,0,PSA_plant_onsite,0,0,2.5,0,1,5,40,1,1,1,1,0,0,6,concentrator_malfunction,2023,7,11,pneumonia_child,0,11,0,6,0,184.0,13.0,1,generator_only,2
9407,district_hospital,O2_0015,rural,68,0,0,0,0,PSA_plant_onsite,0,0,4.5,1,3,8,8,0,0,0,0,0,0,30,demand_surge,2024,1,13,pneumonia_adult,0,13,0,8,3,216.0,54.0,1,generator_only,7
9408,district_hospital,O2_0082,rural,86,0,0,1,0,oxygen_concentrator,4,1,0.4,0,1,6,4,0,1,0,0,0,0,7,concentrator_malfunction,2022,8,5,COVID19_severe,0,5,0,3,1,188.0,38.0,0,generator_only,1
9409,district_hospital,O2_0129,urban,90,0,0,1,0,oxygen_concentrator,0,0,10.5,0,2,3,4,0,1,0,0,0,0,1,concentrator_malfunction,2023,7,10,surgical_anaesthesia,0,10,0,6,1,163.0,13.0,0,grid_unreliable,3
9410,district_hospital,O2_0125,rural,90,0,0,0,0,cylinder_portable,0,0,2.7,0,2,7,1,0,0,0,0,1,1,1,supplier_stockout,2022,7,16,pneumonia_child,7,9,1,3,0,86.0,112.0,0,grid_reliable,1
9411,district_hospital,O2_0125,rural,72,0,0,0,0,cylinder_portable,0,0,0.7,0,3,4,18,0,0,0,0,1,1,0,not_applicable,2023,12,13,pneumonia_child,5,8,0,3,0,172.0,90.0,0,solar,14
9412,district_hospital,O2_0098,rural,78,0,0,0,0,LOX_bulk_tank,0,0,5.1,0,2,4,12,0,0,0,0,0,0,2,cylinder_delivery_delay,2022,5,10,pneumonia_child,0,10,0,5,2,130.0,28.0,0,grid_unreliable,2
9413,district_hospital,O2_0122,rural,75,1,0,0,0,cylinder_piped,0,0,1.4,0,2,5,60,0,1,0,0,0,0,11,cylinder_delivery_delay,2023,12,7,pneumonia_child,0,7,0,4,2,197.0,6.0,1,none,15
9414,district_hospital,O2_0100,urban,5,0,0,0,0,oxygen_concentrator,2,0,1.9,0,1,3,8,0,0,0,0,0,0,5,cylinder_delivery_delay,2021,10,12,pneumonia_adult,0,12,0,4,5,231.0,45.0,0,grid_unreliable,27
9415,district_hospital,O2_0092,rural,99,0,0,0,0,oxygen_concentrator,2,0,1.5,0,3,4,3,0,0,0,0,0,0,20,cylinder_delivery_delay,2024,2,8,severe_malaria,0,8,0,5,1,286.0,56.0,0,grid_reliable,37
9416,district_hospital,O2_0107,urban,5,0,0,1,0,oxygen_concentrator,1,0,0.7,0,6,1,17,0,1,0,0,1,1,0,not_applicable,2024,6,11,severe_malaria,4,7,1,3,0,250.0,113.0,0,grid_unreliable,0
9417,district_hospital,O2_0126,peri_urban,83,0,0,1,0,cylinder_piped,2,0,5.5,0,6,5,15,0,1,0,0,1,1,0,not_applicable,2022,5,14,pneumonia_child,6,8,0,5,0,197.0,33.0,1,generator_only,9
9418,district_hospital,O2_0087,rural,26,0,1,0,0,none,5,1,4.6,0,1,2,90,0,0,0,0,0,0,24,regulator_valve_failure,2022,3,9,trauma,0,9,0,1,4,180.0,51.0,0,none,25
9419,district_hospital,O2_0079,rural,58,0,0,0,0,none,0,0,0.0,0,4,4,10,0,1,0,0,1,1,0,not_applicable,2024,6,10,other_hypoxemia,2,8,1,4,0,149.0,45.0,0,none,3
9420,district_hospital,O2_0026,rural,44,0,0,0,0,oxygen_concentrator,3,1,2.0,0,4,6,1,0,0,0,0,0,0,23,supplier_stockout,2024,5,13,COPD_exacerbation,0,13,0,4,3,330.0,1.0,1,none,5
9421,district_hospital,O2_0042,urban,38,0,0,0,0,oxygen_concentrator,3,1,4.5,0,2,2,10,0,0,0,0,0,0,25,concentrator_malfunction,2022,9,11,neonatal_respiratory,0,11,0,7,3,219.0,24.0,0,solar,5
9422,district_hospital,O2_0004,rural,40,0,0,0,0,none,0,0,0.9,0,2,6,67,0,1,1,0,1,1,0,not_applicable,2023,1,18,surgical_anaesthesia,7,11,0,7,0,197.0,12.0,1,none,4
9423,district_hospital,O2_0120,rural,32,0,0,0,0,oxygen_concentrator,1,0,5.5,0,6,6,10,0,0,0,0,1,0,0,not_applicable,2021,8,12,sepsis,6,6,0,5,0,266.0,105.0,1,solar,45
9424,district_hospital,O2_0022,rural,51,0,0,0,0,none,0,0,15.7,0,5,2,14,0,0,0,0,0,0,5,empty_cylinders_not_collected,2021,11,11,surgical_anaesthesia,0,11,0,6,4,178.0,45.0,0,grid_reliable,12
9425,district_hospital,O2_0117,peri_urban,22,0,0,0,0,oxygen_concentrator,1,0,3.1,0,6,4,52,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,11,13,other_hypoxemia,0,13,0,6,3,393.0,10.0,0,grid_unreliable,1
9426,district_hospital,O2_0057,rural,27,0,0,0,0,cylinder_portable,0,0,2.3,0,4,1,0,0,1,1,1,0,0,3,concentrator_malfunction,2022,9,13,neonatal_respiratory,0,13,0,7,1,216.0,61.0,0,grid_reliable,15
9427,district_hospital,O2_0116,rural,5,0,0,0,0,cylinder_portable,0,0,8.6,0,1,5,25,0,0,0,0,1,0,0,not_applicable,2023,5,11,surgical_anaesthesia,5,6,0,1,0,338.0,6.0,1,grid_unreliable,37
9428,district_hospital,O2_0078,peri_urban,33,0,0,0,0,cylinder_piped,0,0,1.3,0,3,2,8,0,0,0,0,0,0,14,concentrator_malfunction,2023,6,11,surgical_anaesthesia,0,11,0,8,1,278.0,66.0,0,none,39
9429,district_hospital,O2_0021,rural,5,0,0,1,0,cylinder_portable,0,0,0.4,0,5,2,8,0,0,0,0,1,1,0,not_applicable,2021,3,11,severe_malaria,5,6,0,2,0,181.0,66.0,0,generator_only,4
9430,district_hospital,O2_0128,peri_urban,19,0,0,0,0,cylinder_portable,0,0,22.3,0,1,1,13,0,0,0,0,1,0,0,not_applicable,2024,7,12,COVID19_severe,5,7,0,3,0,310.0,38.0,0,none,12
9431,district_hospital,O2_0173,urban,66,0,0,0,0,cylinder_portable,0,0,9.3,0,7,3,12,0,0,0,0,1,0,0,not_applicable,2023,11,11,COVID19_severe,3,8,0,1,0,127.0,7.0,0,solar,52
9432,district_hospital,O2_0082,peri_urban,9,0,0,0,0,oxygen_concentrator,2,0,1.0,0,3,1,13,0,1,0,0,0,0,16,cylinder_delivery_delay,2023,9,10,asthma_severe,0,10,0,4,6,124.0,18.0,0,none,49
9433,district_hospital,O2_0182,urban,74,0,0,0,0,none,0,0,5.5,0,6,5,11,0,0,0,0,1,1,2,concentrator_malfunction,2023,8,17,pneumonia_child,7,10,1,3,0,275.0,51.0,1,grid_unreliable,4
9434,district_hospital,O2_0114,urban,91,0,1,0,0,none,0,0,3.3,0,5,5,0,0,0,0,0,0,0,1,no_oxygen_source,2021,5,13,surgical_anaesthesia,0,13,0,5,4,85.0,24.0,0,solar,19
9435,district_hospital,O2_0162,peri_urban,61,0,0,0,0,oxygen_concentrator,0,0,1.2,0,2,7,13,0,1,1,0,1,1,0,not_applicable,2023,5,13,surgical_anaesthesia,4,9,0,4,0,395.0,74.0,1,grid_reliable,15
9436,district_hospital,O2_0173,rural,5,0,0,0,0,cylinder_piped,0,0,7.8,0,4,3,72,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,10,13,trauma,0,13,0,1,4,178.0,92.0,0,solar,27
9437,district_hospital,O2_0179,rural,104,0,0,0,0,cylinder_portable,3,1,6.0,1,5,4,39,0,0,0,0,0,0,28,supplier_stockout,2023,7,21,heart_failure,0,21,0,10,8,111.0,78.0,1,generator_only,18
9438,district_hospital,O2_0182,rural,70,0,0,0,1,cylinder_portable,0,0,0.8,1,1,3,3,0,1,0,0,1,1,0,not_applicable,2022,2,11,COPD_exacerbation,5,6,0,3,0,123.0,15.0,0,grid_unreliable,6
9439,district_hospital,O2_0160,peri_urban,81,0,0,0,0,cylinder_piped,0,0,5.2,0,3,8,91,0,0,0,0,0,0,9,power_outage,2023,8,11,pneumonia_child,0,11,0,3,3,167.0,60.0,1,grid_unreliable,96
9440,district_hospital,O2_0176,urban,5,0,0,0,0,cylinder_portable,0,0,1.1,0,2,6,3,0,1,1,1,0,0,24,funding_for_refill,2024,9,15,COPD_exacerbation,0,15,0,7,5,116.0,58.0,0,none,5
9441,district_hospital,O2_0161,peri_urban,5,0,0,0,0,oxygen_concentrator,3,0,11.0,0,3,6,5,0,1,0,0,1,1,0,not_applicable,2021,2,14,sepsis,6,8,0,1,0,112.0,14.0,0,none,2
9442,district_hospital,O2_0180,rural,31,0,0,0,0,LOX_bulk_tank,0,0,25.9,0,4,5,9,0,0,0,0,0,0,11,cylinder_delivery_delay,2024,3,11,neonatal_respiratory,0,11,0,6,4,94.0,25.0,0,grid_unreliable,8
9443,district_hospital,O2_0017,urban,67,0,0,0,0,cylinder_piped,0,0,0.5,0,6,4,38,0,1,0,0,0,0,6,piping_system_leak,2021,10,13,neonatal_respiratory,0,13,0,5,5,79.0,27.0,1,generator_only,17
9444,district_hospital,O2_0067,rural,19,0,0,0,0,oxygen_concentrator,1,0,3.5,0,3,6,74,0,0,0,0,1,1,0,not_applicable,2024,9,15,pneumonia_adult,0,15,0,8,0,244.0,61.0,1,solar,4
9445,district_hospital,O2_0010,rural,82,0,0,0,0,cylinder_portable,0,0,9.9,0,2,4,25,0,0,0,0,1,0,2,demand_surge,2022,9,11,surgical_anaesthesia,5,6,0,1,0,50.0,10.0,1,grid_unreliable,30
9446,district_hospital,O2_0088,rural,74,0,0,0,0,cylinder_portable,0,0,4.4,0,5,8,17,0,0,0,0,0,0,3,concentrator_malfunction,2023,2,16,neonatal_respiratory,0,16,0,8,4,121.0,45.0,1,grid_unreliable,9
9447,district_hospital,O2_0150,rural,6,0,0,0,0,cylinder_piped,0,0,4.8,0,4,5,7,0,1,1,0,1,1,1,piping_system_leak,2024,7,12,heart_failure,4,8,0,3,0,310.0,56.0,1,solar,17
9448,district_hospital,O2_0073,urban,76,0,0,0,0,cylinder_piped,1,0,1.8,0,4,4,1,0,1,0,0,0,0,30,concentrator_malfunction,2022,11,12,other_hypoxemia,0,12,0,8,4,254.0,36.0,1,none,43
9449,district_hospital,O2_0021,peri_urban,119,0,0,0,0,none,0,0,12.9,1,3,4,1,0,1,1,1,1,0,0,not_applicable,2024,6,8,COVID19_severe,4,4,0,4,0,175.0,25.0,0,solar,15
9450,district_hospital,O2_0046,urban,37,0,0,0,0,cylinder_portable,0,0,4.6,0,5,4,2,0,0,0,0,1,0,2,supplier_stockout,2023,9,13,neonatal_respiratory,6,7,0,3,0,245.0,125.0,0,generator_only,9
9451,district_hospital,O2_0087,urban,84,0,0,0,0,oxygen_concentrator,2,1,4.1,0,3,5,7,0,0,0,0,0,0,10,PSA_plant_breakdown,2024,9,16,surgical_anaesthesia,0,16,0,8,1,155.0,4.0,0,grid_unreliable,1
9452,district_hospital,O2_0142,rural,81,0,0,0,0,none,2,0,0.1,1,3,4,29,0,0,0,0,1,0,0,not_applicable,2023,1,18,COVID19_severe,11,7,0,3,0,115.0,89.0,0,generator_only,23
9453,district_hospital,O2_0091,peri_urban,124,0,0,0,0,oxygen_concentrator,3,2,6.7,0,2,7,9,0,0,0,0,1,0,1,concentrator_malfunction,2024,11,9,neonatal_respiratory,5,4,0,1,0,133.0,56.0,0,generator_only,12
9454,district_hospital,O2_0181,rural,97,0,0,1,0,LOX_bulk_tank,0,0,10.2,0,4,4,32,0,1,0,0,0,0,11,PSA_plant_breakdown,2022,8,16,severe_malaria,0,16,0,5,6,190.0,29.0,1,solar,5
9455,district_hospital,O2_0189,peri_urban,86,0,0,0,0,oxygen_concentrator,2,0,3.6,0,5,4,19,0,0,0,0,0,0,30,power_outage,2023,5,12,COVID19_severe,0,12,0,6,5,206.0,2.0,0,none,5
9456,district_hospital,O2_0184,peri_urban,59,0,0,0,0,oxygen_concentrator,1,0,1.1,0,4,2,29,0,0,0,0,0,0,9,regulator_valve_failure,2022,1,13,COPD_exacerbation,0,13,0,5,4,187.0,130.0,0,grid_unreliable,35
9457,district_hospital,O2_0182,peri_urban,60,0,0,0,0,oxygen_concentrator,3,0,10.9,0,4,2,9,0,1,0,0,1,0,0,not_applicable,2021,9,15,asthma_severe,7,8,1,3,0,133.0,14.0,1,generator_only,2
9458,district_hospital,O2_0146,rural,94,0,0,0,0,oxygen_concentrator,0,0,7.8,0,4,7,11,0,1,0,0,1,0,0,not_applicable,2022,5,10,neonatal_respiratory,4,6,1,3,0,248.0,16.0,0,grid_unreliable,5
9459,district_hospital,O2_0040,urban,82,0,0,0,0,cylinder_piped,2,1,0.5,0,4,2,14,0,0,0,0,1,0,0,not_applicable,2023,9,12,severe_malaria,7,5,0,3,0,171.0,39.0,0,none,20
9460,district_hospital,O2_0063,urban,5,0,0,0,0,cylinder_piped,0,0,0.4,0,3,3,7,0,1,0,0,1,1,1,empty_cylinders_not_collected,2023,1,14,pneumonia_child,5,9,1,3,0,273.0,48.0,0,generator_only,4
9461,district_hospital,O2_0050,rural,66,0,0,0,0,oxygen_concentrator,2,0,2.4,0,3,2,5,0,0,0,0,0,0,13,empty_cylinders_not_collected,2023,4,14,severe_malaria,0,14,0,5,3,269.0,33.0,0,none,19
9462,district_hospital,O2_0029,urban,60,0,0,0,0,cylinder_portable,0,0,5.5,0,2,5,14,0,1,0,0,1,0,0,not_applicable,2021,9,8,neonatal_respiratory,4,4,1,2,0,307.0,66.0,0,grid_unreliable,21
9463,district_hospital,O2_0198,rural,45,0,0,0,1,cylinder_portable,0,0,8.5,1,0,2,28,0,1,0,0,1,0,0,not_applicable,2024,4,11,pneumonia_adult,3,8,0,3,0,185.0,71.0,0,solar,5
9464,district_hospital,O2_0054,peri_urban,80,0,0,0,0,none,3,0,17.3,0,1,5,3,0,1,0,0,0,0,5,power_outage,2022,1,13,pneumonia_child,0,13,0,8,4,251.0,18.0,1,none,11
9465,district_hospital,O2_0042,peri_urban,32,0,0,0,0,cylinder_portable,0,0,6.0,0,4,3,65,0,0,0,0,0,0,12,piping_system_leak,2023,1,8,pneumonia_child,0,8,0,4,4,200.0,140.0,1,none,3
9466,district_hospital,O2_0093,peri_urban,85,0,0,0,1,oxygen_concentrator,0,0,1.8,1,2,4,43,0,1,0,0,1,1,4,power_outage,2024,6,18,pneumonia_adult,9,9,1,4,0,229.0,42.0,0,grid_unreliable,1
9467,district_hospital,O2_0059,peri_urban,45,0,1,0,0,none,0,0,10.0,0,0,2,25,0,1,0,0,1,0,0,not_applicable,2024,9,11,pneumonia_adult,3,8,0,6,0,136.0,14.0,1,generator_only,12
9468,district_hospital,O2_0143,rural,26,0,0,0,0,cylinder_portable,0,0,2.8,0,3,1,11,0,0,0,0,1,1,0,not_applicable,2024,4,7,COVID19_severe,2,5,0,3,0,235.0,44.0,0,generator_only,35
9469,district_hospital,O2_0043,rural,14,0,0,0,1,oxygen_concentrator,1,0,6.4,1,2,5,37,0,0,0,0,0,0,15,demand_surge,2022,6,12,COVID19_severe,0,12,0,5,4,326.0,5.0,1,solar,6
9470,district_hospital,O2_0108,peri_urban,59,0,0,0,0,PSA_plant_onsite,0,0,4.7,0,3,3,37,0,0,0,0,0,0,24,cylinder_delivery_delay,2023,11,7,pneumonia_child,0,7,0,3,0,135.0,2.0,1,grid_unreliable,7
9471,district_hospital,O2_0030,rural,35,0,0,1,0,oxygen_concentrator,0,0,1.9,0,8,2,34,0,0,0,0,0,0,2,PSA_plant_breakdown,2023,4,15,severe_malaria,0,15,0,8,3,123.0,87.0,1,grid_unreliable,8
9472,district_hospital,O2_0135,rural,52,0,0,0,0,oxygen_concentrator,1,0,6.4,0,2,3,39,0,1,0,0,1,1,0,not_applicable,2024,6,10,trauma,3,7,0,3,0,199.0,10.0,1,grid_reliable,1
9473,district_hospital,O2_0159,urban,53,0,0,0,0,none,0,0,6.0,1,1,5,11,0,0,0,0,1,1,0,not_applicable,2023,2,6,pneumonia_adult,3,3,0,1,0,309.0,4.0,1,grid_unreliable,23
9474,district_hospital,O2_0033,urban,80,0,0,0,1,oxygen_concentrator,2,1,0.6,1,5,6,32,0,0,0,0,0,0,21,cylinder_delivery_delay,2022,7,13,pneumonia_child,0,13,0,5,2,124.0,89.0,0,none,12
9475,district_hospital,O2_0130,peri_urban,5,0,0,0,0,cylinder_portable,1,0,10.7,0,3,3,20,0,1,0,0,1,1,0,not_applicable,2022,11,13,sepsis,6,7,1,2,0,24.0,7.0,0,grid_unreliable,1
9476,district_hospital,O2_0007,rural,5,0,0,0,1,cylinder_portable,0,0,4.9,1,3,9,3,0,0,0,0,1,0,0,not_applicable,2023,9,12,COVID19_severe,6,6,1,1,0,291.0,19.0,1,grid_unreliable,7
9477,district_hospital,O2_0071,rural,62,0,1,0,0,cylinder_portable,0,0,5.2,0,1,5,16,0,1,0,0,0,0,15,concentrator_malfunction,2023,3,13,COVID19_severe,0,13,0,7,0,121.0,14.0,0,none,11
9478,district_hospital,O2_0009,rural,42,0,0,0,0,oxygen_concentrator,0,0,8.8,0,2,3,6,0,1,1,0,0,0,19,concentrator_malfunction,2024,12,23,pneumonia_child,0,23,0,6,6,253.0,30.0,1,grid_unreliable,7
9479,district_hospital,O2_0022,peri_urban,160,0,0,0,0,oxygen_concentrator,2,1,15.5,1,3,2,5,0,0,0,0,0,0,1,concentrator_malfunction,2021,6,10,other_hypoxemia,0,10,0,7,0,89.0,6.0,1,none,0
9480,district_hospital,O2_0180,rural,49,0,0,0,0,oxygen_concentrator,3,0,10.6,0,2,3,8,0,1,0,0,0,0,30,empty_cylinders_not_collected,2022,2,6,severe_malaria,0,6,0,4,0,174.0,11.0,0,none,15
9481,district_hospital,O2_0055,peri_urban,38,0,0,0,0,cylinder_portable,0,0,7.7,0,6,2,1,0,0,0,0,0,0,1,concentrator_malfunction,2023,8,10,severe_malaria,0,10,0,4,0,242.0,158.0,0,grid_unreliable,17
9482,district_hospital,O2_0191,rural,5,0,0,0,0,oxygen_concentrator,2,1,2.2,0,2,4,14,0,1,0,0,0,0,2,no_oxygen_source,2023,2,9,sepsis,0,9,0,6,2,190.0,45.0,1,generator_only,50
9483,district_hospital,O2_0035,rural,92,0,0,0,0,cylinder_portable,0,0,2.0,0,5,1,15,0,0,0,0,1,0,0,not_applicable,2022,4,11,COPD_exacerbation,5,6,0,1,0,139.0,41.0,0,generator_only,26
9484,district_hospital,O2_0167,urban,65,0,0,0,0,cylinder_piped,0,0,1.3,0,3,2,36,0,0,0,0,1,1,0,not_applicable,2024,4,12,severe_malaria,2,10,1,5,0,20.0,29.0,0,generator_only,15
9485,district_hospital,O2_0048,urban,23,0,0,0,0,none,0,0,3.0,0,1,2,20,0,0,0,0,0,0,17,concentrator_malfunction,2023,2,11,neonatal_respiratory,0,11,0,4,3,212.0,46.0,0,grid_unreliable,6
9486,district_hospital,O2_0180,rural,27,0,0,0,0,oxygen_concentrator,1,0,0.3,0,4,5,6,0,0,0,0,0,0,12,demand_surge,2021,4,10,COVID19_severe,0,10,0,4,3,111.0,46.0,1,grid_unreliable,17
9487,district_hospital,O2_0168,rural,59,0,0,0,0,cylinder_piped,0,0,6.4,0,3,4,0,0,0,0,0,0,0,17,PSA_plant_breakdown,2023,3,15,pneumonia_adult,0,15,0,6,3,181.0,22.0,0,grid_unreliable,0
9488,district_hospital,O2_0061,urban,119,0,0,0,0,oxygen_concentrator,1,0,1.5,0,1,4,16,0,0,0,0,1,1,1,cylinder_delivery_delay,2023,5,14,COVID19_severe,5,9,1,5,0,184.0,40.0,0,solar,9
9489,district_hospital,O2_0162,rural,36,0,0,0,0,PSA_plant_onsite,1,0,0.4,0,4,3,8,1,0,0,0,0,0,7,cylinder_delivery_delay,2024,3,9,neonatal_respiratory,0,9,0,3,0,210.0,179.0,1,solar,15
9490,district_hospital,O2_0195,rural,45,0,0,0,0,oxygen_concentrator,3,0,1.3,0,3,9,5,0,1,1,0,1,0,0,not_applicable,2021,7,18,neonatal_respiratory,8,10,1,7,0,93.0,87.0,0,grid_unreliable,5
9491,district_hospital,O2_0136,peri_urban,90,0,0,0,0,cylinder_piped,0,0,0.6,0,2,4,26,0,1,0,0,1,0,0,not_applicable,2023,12,8,neonatal_respiratory,3,5,0,3,0,416.0,3.0,0,none,3
9492,district_hospital,O2_0138,rural,5,0,0,0,0,none,0,0,2.0,0,4,4,5,0,0,0,0,0,0,9,cylinder_delivery_delay,2021,3,8,surgical_anaesthesia,0,8,0,5,2,141.0,25.0,1,solar,5
9493,district_hospital,O2_0023,peri_urban,93,0,0,0,0,cylinder_portable,0,0,0.1,0,1,0,82,0,0,0,0,0,0,21,power_outage,2023,11,13,sepsis,0,13,0,3,4,203.0,11.0,1,grid_reliable,3
9494,district_hospital,O2_0159,peri_urban,95,0,0,0,0,cylinder_piped,0,0,6.8,0,2,3,74,0,1,0,0,0,0,18,no_oxygen_source,2024,3,16,severe_malaria,0,16,0,7,9,272.0,6.0,0,none,12
9495,district_hospital,O2_0138,urban,17,0,1,0,0,cylinder_portable,2,0,9.3,0,5,0,23,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,3,7,pneumonia_child,0,7,0,4,0,220.0,115.0,1,solar,29
9496,district_hospital,O2_0073,rural,45,0,0,0,0,none,0,0,5.9,0,4,4,8,0,0,0,0,1,1,0,not_applicable,2024,4,9,COVID19_severe,3,6,0,4,0,191.0,122.0,0,generator_only,35
9497,district_hospital,O2_0116,peri_urban,115,0,0,0,0,cylinder_portable,0,0,8.5,0,1,4,15,0,1,0,0,1,1,9,cylinder_delivery_delay,2023,1,12,pneumonia_adult,7,5,1,2,0,265.0,78.0,0,grid_unreliable,23
9498,district_hospital,O2_0096,peri_urban,33,0,0,0,0,cylinder_portable,0,0,4.2,0,4,7,14,0,0,0,0,1,1,0,not_applicable,2021,2,13,neonatal_respiratory,4,9,0,2,0,168.0,83.0,0,solar,9
9499,district_hospital,O2_0180,urban,10,0,0,0,0,cylinder_portable,1,0,4.0,0,4,4,8,0,0,0,0,1,1,0,not_applicable,2024,5,12,severe_malaria,6,6,0,3,0,299.0,53.0,0,grid_unreliable,12
9500,district_hospital,O2_0105,rural,133,0,0,0,0,cylinder_portable,0,0,6.1,0,0,4,12,0,1,1,0,1,1,0,not_applicable,2022,3,10,pneumonia_child,4,6,0,2,0,321.0,151.0,0,grid_unreliable,18
9501,district_hospital,O2_0132,rural,149,0,0,0,0,cylinder_portable,0,0,1.6,0,2,7,6,0,0,0,0,1,1,0,not_applicable,2022,4,14,neonatal_respiratory,5,9,0,4,0,121.0,21.0,0,grid_unreliable,17
9502,district_hospital,O2_0144,peri_urban,61,0,0,0,0,cylinder_portable,0,0,2.8,0,3,5,3,0,1,0,0,1,0,0,not_applicable,2021,3,15,neonatal_respiratory,5,10,0,1,0,180.0,39.0,1,grid_unreliable,40
9503,district_hospital,O2_0005,peri_urban,119,0,0,0,0,oxygen_concentrator,2,1,4.5,0,6,6,24,0,1,1,0,0,0,30,demand_surge,2021,10,14,pneumonia_adult,0,14,0,5,2,277.0,13.0,0,grid_unreliable,9
9504,district_hospital,O2_0023,rural,67,0,0,1,0,none,0,0,20.2,0,2,2,31,0,0,0,0,1,1,0,not_applicable,2023,3,13,heart_failure,7,6,1,4,0,97.0,46.0,0,none,2
9505,district_hospital,O2_0120,rural,61,0,0,0,0,cylinder_portable,2,0,12.6,0,6,4,27,0,1,1,0,1,0,7,power_outage,2022,8,14,COPD_exacerbation,7,7,0,4,0,187.0,6.0,0,generator_only,76
9506,district_hospital,O2_0092,peri_urban,17,0,0,0,0,oxygen_concentrator,0,0,1.9,0,2,6,19,0,0,0,0,0,0,4,power_outage,2022,6,18,surgical_anaesthesia,0,18,0,7,1,322.0,13.0,1,grid_unreliable,23
9507,district_hospital,O2_0028,peri_urban,55,0,0,0,0,oxygen_concentrator,2,0,1.7,0,2,3,6,0,0,0,0,1,1,0,not_applicable,2024,2,16,pneumonia_child,7,9,0,3,0,161.0,118.0,0,generator_only,50
9508,district_hospital,O2_0014,peri_urban,100,0,0,0,0,cylinder_piped,0,0,7.7,0,6,0,13,0,1,0,0,0,0,10,cylinder_delivery_delay,2022,3,16,pneumonia_child,0,16,0,9,3,182.0,0.0,0,none,3
9509,district_hospital,O2_0055,urban,95,0,0,0,0,oxygen_concentrator,1,0,7.4,0,4,3,8,0,0,0,0,0,0,6,empty_cylinders_not_collected,2024,1,12,heart_failure,0,12,0,5,2,239.0,60.0,0,none,20
9510,district_hospital,O2_0066,rural,37,0,0,0,0,none,0,0,0.3,0,3,5,5,0,0,0,0,1,1,0,not_applicable,2024,5,11,severe_malaria,5,6,0,5,0,280.0,10.0,1,none,2
9511,district_hospital,O2_0124,urban,65,0,0,0,0,none,0,0,0.7,0,5,7,15,0,1,0,0,1,1,0,not_applicable,2024,8,12,COPD_exacerbation,4,8,1,1,0,126.0,1.0,0,generator_only,12
9512,district_hospital,O2_0078,urban,51,0,0,0,0,oxygen_concentrator,2,1,3.5,0,3,2,49,0,0,0,0,0,0,5,no_oxygen_source,2024,8,10,surgical_anaesthesia,0,10,0,3,1,226.0,6.0,1,grid_reliable,18
9513,district_hospital,O2_0016,peri_urban,5,1,0,0,0,cylinder_portable,0,0,3.7,0,4,4,1,0,1,0,0,0,0,1,funding_for_refill,2022,12,15,severe_malaria,0,15,0,9,3,0.0,11.0,0,grid_unreliable,21
9514,district_hospital,O2_0131,urban,57,0,0,0,0,cylinder_portable,3,2,5.8,0,6,3,23,0,1,1,1,0,0,10,concentrator_malfunction,2024,4,13,COPD_exacerbation,0,13,0,7,4,286.0,55.0,1,generator_only,3
9515,district_hospital,O2_0073,peri_urban,47,0,1,0,0,cylinder_piped,0,0,8.5,0,3,7,1,0,0,0,0,0,0,30,funding_for_refill,2021,10,20,pneumonia_child,0,20,0,10,10,101.0,22.0,1,none,16
9516,district_hospital,O2_0097,urban,32,0,0,0,0,none,0,0,0.2,0,4,1,37,0,0,0,0,1,1,0,not_applicable,2023,7,16,COVID19_severe,5,11,0,4,0,227.0,13.0,1,grid_reliable,14
9517,district_hospital,O2_0194,rural,58,0,0,0,0,oxygen_concentrator,3,1,3.4,0,5,2,3,0,0,0,0,1,1,0,not_applicable,2023,12,12,pneumonia_adult,4,8,0,5,0,150.0,12.0,0,solar,13
9518,district_hospital,O2_0175,peri_urban,7,0,0,0,0,cylinder_piped,0,0,15.5,0,4,5,5,0,1,0,0,0,0,17,PSA_plant_breakdown,2024,5,13,COPD_exacerbation,0,13,0,7,2,328.0,16.0,1,grid_unreliable,37
9519,district_hospital,O2_0193,rural,40,0,0,0,0,oxygen_concentrator,1,0,1.1,0,4,2,16,0,1,1,0,0,0,2,piping_system_leak,2022,5,9,COVID19_severe,0,9,0,5,0,223.0,24.0,0,grid_unreliable,24
9520,district_hospital,O2_0098,rural,61,0,1,0,0,cylinder_portable,0,0,3.4,0,1,6,15,0,1,0,0,0,0,29,demand_surge,2022,2,15,pneumonia_child,0,15,0,9,2,190.0,138.0,1,grid_unreliable,9
9521,district_hospital,O2_0118,rural,47,0,0,0,0,cylinder_piped,0,0,11.6,0,0,3,8,0,1,0,0,0,0,8,funding_for_refill,2024,3,11,heart_failure,0,11,0,5,3,267.0,16.0,0,none,15
9522,district_hospital,O2_0080,urban,62,0,0,0,0,cylinder_portable,2,0,2.4,0,3,4,68,0,1,0,0,0,0,30,demand_surge,2022,4,14,heart_failure,0,14,0,6,4,130.0,16.0,0,none,7
9523,district_hospital,O2_0125,rural,44,0,0,0,0,oxygen_concentrator,2,0,2.9,0,3,3,38,0,0,0,0,1,0,1,no_oxygen_source,2022,9,16,trauma,6,10,0,6,0,74.0,17.0,1,generator_only,19
9524,district_hospital,O2_0048,rural,50,0,0,0,0,oxygen_concentrator,1,0,7.7,1,2,5,19,0,0,0,0,1,1,2,power_outage,2021,5,9,COVID19_severe,5,4,0,2,0,197.0,71.0,1,none,4
9525,district_hospital,O2_0043,rural,56,0,0,0,0,oxygen_concentrator,0,0,3.6,0,1,7,45,0,0,0,0,0,0,5,funding_for_refill,2024,6,12,surgical_anaesthesia,0,12,0,5,3,122.0,4.0,1,grid_unreliable,9
9526,district_hospital,O2_0045,rural,55,0,0,0,0,cylinder_portable,0,0,4.6,1,2,4,30,0,0,0,0,1,0,0,not_applicable,2024,6,11,severe_malaria,3,8,0,5,0,247.0,91.0,0,none,11
9527,district_hospital,O2_0183,urban,61,0,0,0,0,cylinder_portable,0,0,4.3,0,1,3,60,0,0,0,0,1,0,0,not_applicable,2021,4,14,COVID19_severe,7,7,0,2,0,180.0,17.0,1,grid_unreliable,69
9528,district_hospital,O2_0096,peri_urban,78,0,0,0,0,PSA_plant_onsite,0,0,4.4,0,3,6,19,1,1,0,0,1,1,0,not_applicable,2023,2,9,heart_failure,4,5,0,3,0,173.0,63.0,0,grid_unreliable,0
9529,district_hospital,O2_0061,rural,14,1,0,0,0,cylinder_piped,0,0,0.3,0,4,3,6,0,0,0,0,1,1,0,not_applicable,2024,4,10,surgical_anaesthesia,5,5,0,3,0,325.0,11.0,0,none,39
9530,district_hospital,O2_0040,rural,5,0,0,0,0,cylinder_portable,0,0,0.1,0,5,5,12,0,0,0,0,1,1,0,not_applicable,2024,1,8,severe_malaria,3,5,1,4,0,105.0,5.0,1,grid_unreliable,23
9531,district_hospital,O2_0123,peri_urban,5,0,0,0,0,cylinder_portable,0,0,1.0,0,2,3,9,0,0,0,0,1,1,0,not_applicable,2022,12,18,pneumonia_adult,5,13,1,4,0,143.0,1.0,1,generator_only,0
9532,district_hospital,O2_0192,rural,99,0,0,0,0,none,0,0,11.1,0,4,2,5,0,0,0,0,0,0,12,concentrator_malfunction,2022,6,13,COPD_exacerbation,0,13,0,3,0,228.0,76.0,1,solar,2
9533,district_hospital,O2_0183,peri_urban,42,0,0,0,0,none,0,0,6.7,0,3,2,32,0,0,0,0,1,1,0,not_applicable,2022,9,14,trauma,1,13,0,4,0,269.0,0.0,1,none,18
9534,district_hospital,O2_0167,rural,82,0,0,0,1,oxygen_concentrator,1,0,3.1,1,4,11,3,0,0,0,0,0,0,30,funding_for_refill,2021,7,14,neonatal_respiratory,0,14,0,3,5,81.0,67.0,1,generator_only,21
9535,district_hospital,O2_0103,rural,54,0,0,0,0,LOX_bulk_tank,0,0,2.4,0,3,4,13,0,0,0,0,0,0,14,piping_system_leak,2023,11,15,COPD_exacerbation,0,15,0,7,7,266.0,45.0,0,none,0
9536,district_hospital,O2_0093,rural,5,0,0,1,0,cylinder_piped,0,0,1.2,0,3,5,11,0,1,0,0,0,0,1,no_oxygen_source,2024,5,15,COPD_exacerbation,0,15,0,6,6,186.0,49.0,1,grid_unreliable,18
9537,district_hospital,O2_0164,rural,68,0,0,0,0,cylinder_portable,0,0,11.4,0,3,7,6,0,1,1,0,1,1,0,not_applicable,2023,1,10,trauma,3,7,0,4,0,310.0,2.0,0,grid_unreliable,0
9538,district_hospital,O2_0116,rural,97,0,0,0,0,oxygen_concentrator,1,0,2.4,0,3,2,49,0,1,1,0,1,0,0,not_applicable,2021,3,8,COPD_exacerbation,2,6,0,3,0,128.0,39.0,1,generator_only,4
9539,district_hospital,O2_0184,urban,48,0,0,0,0,cylinder_portable,0,0,5.5,0,5,4,4,0,1,0,0,0,0,5,concentrator_malfunction,2023,8,12,COVID19_severe,0,12,0,7,0,101.0,16.0,0,none,17
9540,district_hospital,O2_0140,peri_urban,50,0,0,0,0,LOX_bulk_tank,5,0,7.2,0,5,6,0,0,0,0,0,1,1,0,not_applicable,2022,10,11,COPD_exacerbation,2,9,0,4,0,204.0,65.0,1,grid_unreliable,2
9541,district_hospital,O2_0112,rural,94,0,0,0,1,cylinder_portable,0,0,3.1,1,1,1,10,0,0,0,0,1,0,8,no_oxygen_source,2023,5,11,sepsis,3,8,1,3,0,124.0,3.0,1,none,25
9542,district_hospital,O2_0068,rural,14,0,1,0,0,none,0,0,10.5,0,3,4,6,0,0,0,0,0,0,2,cylinder_delivery_delay,2021,5,10,neonatal_respiratory,0,10,0,5,1,117.0,3.0,0,none,2
9543,district_hospital,O2_0091,rural,66,0,0,0,1,cylinder_portable,0,0,5.0,1,3,6,13,0,0,0,0,1,1,0,not_applicable,2024,1,18,trauma,9,9,1,2,0,281.0,50.0,1,grid_reliable,15
9544,district_hospital,O2_0174,peri_urban,141,0,0,0,0,cylinder_portable,0,0,0.8,0,3,6,18,0,0,0,0,1,1,0,not_applicable,2021,2,11,COVID19_severe,2,9,0,5,0,228.0,50.0,0,grid_unreliable,9
9545,district_hospital,O2_0073,rural,125,0,0,0,0,none,0,0,1.4,0,3,5,7,0,0,0,0,0,0,3,demand_surge,2024,5,11,asthma_severe,0,11,0,5,3,271.0,12.0,0,generator_only,2
9546,district_hospital,O2_0169,peri_urban,55,0,0,0,0,none,2,0,0.4,0,6,4,9,0,0,0,0,0,0,30,empty_cylinders_not_collected,2021,6,15,severe_malaria,0,15,0,6,6,67.0,29.0,0,grid_unreliable,0
9547,district_hospital,O2_0168,rural,102,0,0,0,0,oxygen_concentrator,4,1,2.1,1,2,8,23,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,5,11,surgical_anaesthesia,0,11,0,2,4,146.0,13.0,1,solar,5
9548,district_hospital,O2_0083,peri_urban,145,0,0,0,0,oxygen_concentrator,3,0,1.3,0,1,2,0,0,0,0,0,1,1,0,not_applicable,2024,6,16,sepsis,9,7,1,3,0,62.0,11.0,0,none,7
9549,district_hospital,O2_0066,peri_urban,97,0,0,0,0,oxygen_concentrator,1,0,3.9,0,2,3,14,0,0,0,0,1,1,0,not_applicable,2022,7,11,pneumonia_adult,5,6,1,2,0,152.0,18.0,1,solar,1
9550,district_hospital,O2_0077,rural,6,0,0,0,0,none,0,0,3.2,0,4,2,21,0,0,0,0,0,0,6,concentrator_malfunction,2021,1,12,pneumonia_child,0,12,0,4,1,56.0,36.0,0,grid_unreliable,17
9551,district_hospital,O2_0076,peri_urban,50,0,0,0,0,cylinder_portable,0,0,1.9,0,3,4,7,0,0,0,0,1,1,0,not_applicable,2023,11,10,heart_failure,5,5,0,3,0,246.0,63.0,0,none,6
9552,district_hospital,O2_0049,peri_urban,93,0,0,0,0,oxygen_concentrator,2,0,8.1,0,5,6,27,0,0,0,0,0,0,24,power_outage,2023,6,7,severe_malaria,0,7,0,4,2,161.0,18.0,0,none,0
9553,district_hospital,O2_0015,peri_urban,24,0,0,0,0,oxygen_concentrator,3,0,7.9,0,0,5,45,0,0,0,0,1,1,1,cylinder_delivery_delay,2021,4,9,surgical_anaesthesia,6,3,0,1,0,136.0,40.0,1,solar,14
9554,district_hospital,O2_0177,rural,56,0,0,0,0,oxygen_concentrator,3,1,2.0,0,3,2,23,0,0,0,0,1,1,0,not_applicable,2023,11,12,severe_malaria,3,9,0,2,0,229.0,78.0,0,grid_unreliable,1
9555,district_hospital,O2_0102,urban,54,0,0,0,0,oxygen_concentrator,2,0,4.3,0,1,0,0,0,1,0,0,1,1,0,not_applicable,2023,6,13,neonatal_respiratory,9,4,1,4,0,238.0,21.0,0,grid_reliable,3
9556,district_hospital,O2_0036,peri_urban,30,0,0,0,0,cylinder_portable,0,0,0.0,1,1,4,2,0,1,1,0,0,0,9,regulator_valve_failure,2024,8,15,COVID19_severe,0,15,0,5,6,242.0,20.0,0,none,3
9557,district_hospital,O2_0105,peri_urban,106,0,0,0,0,cylinder_portable,2,0,8.9,0,8,6,2,0,0,0,0,0,0,8,concentrator_malfunction,2024,10,17,pneumonia_child,0,17,0,9,4,157.0,12.0,0,generator_only,8
9558,district_hospital,O2_0087,peri_urban,62,0,0,0,0,cylinder_portable,0,0,6.0,0,1,2,23,0,1,0,0,1,0,0,not_applicable,2022,4,10,severe_malaria,7,3,1,2,0,147.0,13.0,0,grid_unreliable,3
9559,district_hospital,O2_0041,rural,6,0,0,0,0,none,0,0,4.9,0,2,5,16,0,1,1,0,1,1,0,not_applicable,2022,9,8,surgical_anaesthesia,4,4,0,1,0,182.0,14.0,0,grid_unreliable,3
9560,district_hospital,O2_0123,peri_urban,12,0,0,0,0,cylinder_piped,1,0,4.2,0,4,5,52,0,0,0,0,1,0,1,cylinder_delivery_delay,2023,6,7,surgical_anaesthesia,3,4,1,3,0,188.0,51.0,0,grid_unreliable,5
9561,district_hospital,O2_0040,rural,105,0,0,0,0,none,0,0,8.2,0,1,7,9,0,0,0,0,1,0,0,not_applicable,2022,1,4,asthma_severe,1,3,1,2,0,176.0,43.0,1,solar,0
9562,district_hospital,O2_0087,rural,73,0,0,0,0,oxygen_concentrator,2,1,2.2,1,2,5,29,0,0,0,0,1,0,0,not_applicable,2024,4,11,pneumonia_adult,6,5,0,0,0,70.0,6.0,0,grid_reliable,1
9563,district_hospital,O2_0030,peri_urban,62,0,0,0,0,none,0,0,4.5,0,4,8,4,0,0,0,0,0,0,13,funding_for_refill,2023,10,7,severe_malaria,0,7,0,3,0,248.0,70.0,0,none,7
9564,district_hospital,O2_0017,rural,94,0,0,0,0,cylinder_portable,1,0,4.6,0,4,4,45,0,0,0,0,1,0,0,not_applicable,2024,10,17,heart_failure,9,8,1,4,0,160.0,66.0,1,grid_unreliable,0
9565,district_hospital,O2_0163,rural,43,0,0,0,0,oxygen_concentrator,3,0,24.6,0,3,2,11,0,0,0,0,1,1,0,not_applicable,2021,9,14,pneumonia_adult,6,8,1,1,0,343.0,13.0,0,generator_only,23
9566,district_hospital,O2_0125,rural,7,0,0,0,0,oxygen_concentrator,0,0,8.2,0,2,6,1,0,0,0,0,1,0,0,not_applicable,2023,5,9,heart_failure,4,5,0,4,0,200.0,6.0,1,none,31
9567,district_hospital,O2_0014,urban,142,0,0,0,0,cylinder_piped,4,1,4.5,0,6,4,16,0,0,0,0,0,0,2,demand_surge,2023,7,10,sepsis,0,10,0,5,5,204.0,8.0,0,grid_unreliable,0
9568,district_hospital,O2_0142,peri_urban,41,0,0,0,0,cylinder_portable,2,0,6.9,0,4,4,23,0,1,0,0,1,1,0,not_applicable,2024,2,18,neonatal_respiratory,6,12,0,4,0,238.0,2.0,1,grid_unreliable,61
9569,district_hospital,O2_0081,urban,117,0,0,0,1,oxygen_concentrator,2,1,2.6,1,1,3,5,0,1,0,0,1,1,0,not_applicable,2022,6,15,asthma_severe,10,5,1,2,0,210.0,15.0,0,generator_only,31
9570,district_hospital,O2_0176,rural,135,0,0,0,0,cylinder_portable,1,0,0.1,0,8,2,10,0,0,0,0,0,0,2,power_outage,2024,10,14,neonatal_respiratory,0,14,0,5,7,91.0,273.0,1,grid_unreliable,53
9571,district_hospital,O2_0114,rural,35,0,0,0,0,none,2,1,0.5,0,6,7,35,0,0,0,0,1,0,0,not_applicable,2023,2,13,severe_malaria,9,4,0,3,0,224.0,169.0,1,grid_unreliable,13
9572,district_hospital,O2_0177,rural,87,0,0,0,1,cylinder_portable,0,0,9.6,1,2,4,16,0,0,0,0,1,1,0,not_applicable,2022,1,14,pneumonia_child,7,7,1,4,0,166.0,64.0,1,grid_reliable,11
9573,district_hospital,O2_0054,rural,68,0,0,0,0,oxygen_concentrator,2,1,7.5,0,4,4,68,0,0,0,0,1,1,0,not_applicable,2022,6,11,pneumonia_child,4,7,0,3,0,236.0,4.0,0,solar,4
9574,district_hospital,O2_0147,rural,114,0,0,0,0,none,0,0,3.7,0,6,6,16,0,1,1,0,0,0,1,cylinder_delivery_delay,2021,8,12,pneumonia_adult,0,12,0,8,6,74.0,53.0,0,grid_reliable,13
9575,district_hospital,O2_0067,rural,73,0,0,0,0,oxygen_concentrator,1,0,2.8,0,1,3,29,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,4,12,pneumonia_adult,0,12,0,6,3,96.0,54.0,0,grid_unreliable,6
9576,district_hospital,O2_0012,rural,72,0,0,0,0,oxygen_concentrator,3,1,0.7,0,4,4,25,0,0,0,0,1,1,4,regulator_valve_failure,2023,7,9,asthma_severe,6,3,1,2,0,137.0,42.0,0,grid_unreliable,8
9577,district_hospital,O2_0167,rural,34,0,0,0,0,cylinder_portable,1,0,1.8,0,2,2,6,0,0,0,0,1,1,0,not_applicable,2022,9,10,asthma_severe,2,8,1,6,0,260.0,6.0,1,grid_unreliable,0
9578,district_hospital,O2_0179,rural,18,0,0,0,0,none,0,0,1.9,0,3,2,10,0,0,0,0,0,0,1,concentrator_malfunction,2021,3,9,COPD_exacerbation,0,9,0,3,4,235.0,32.0,0,grid_reliable,8
9579,district_hospital,O2_0195,rural,97,0,0,0,0,oxygen_concentrator,0,0,5.8,0,2,3,24,0,0,0,0,1,1,0,not_applicable,2023,12,12,other_hypoxemia,4,8,0,3,0,297.0,19.0,0,none,19
9580,district_hospital,O2_0198,peri_urban,63,0,0,0,0,none,0,0,4.2,0,3,7,14,0,1,1,0,0,0,4,concentrator_malfunction,2023,8,13,pneumonia_adult,0,13,0,4,5,286.0,30.0,0,none,33
9581,district_hospital,O2_0162,rural,40,0,0,0,0,oxygen_concentrator,1,0,5.7,0,3,1,4,0,1,0,0,0,0,2,power_outage,2024,11,9,pneumonia_adult,0,9,0,6,3,288.0,29.0,0,solar,36
9582,district_hospital,O2_0006,peri_urban,7,0,0,0,0,LOX_bulk_tank,0,0,2.3,1,4,2,16,0,0,0,0,0,0,4,piping_system_leak,2024,10,8,pneumonia_child,0,8,0,3,4,309.0,57.0,1,generator_only,0
9583,district_hospital,O2_0003,rural,69,0,0,0,0,none,0,0,3.6,0,3,5,5,0,0,0,0,1,1,0,not_applicable,2024,5,16,pneumonia_adult,7,9,0,4,0,188.0,33.0,1,generator_only,11
9584,district_hospital,O2_0180,rural,59,0,0,1,1,cylinder_portable,2,0,5.1,1,3,6,9,0,0,0,0,1,1,0,not_applicable,2024,10,10,heart_failure,2,8,0,4,0,233.0,9.0,0,grid_unreliable,25
9585,district_hospital,O2_0086,peri_urban,71,0,0,0,0,none,0,0,2.7,0,5,3,26,0,1,1,0,1,0,0,not_applicable,2023,3,13,surgical_anaesthesia,6,7,0,3,0,231.0,6.0,1,grid_unreliable,4
9586,district_hospital,O2_0113,rural,32,0,0,0,0,cylinder_portable,0,0,4.9,0,3,5,37,0,0,0,0,0,0,30,funding_for_refill,2023,2,6,COVID19_severe,0,6,0,1,0,170.0,15.0,0,grid_unreliable,30
9587,district_hospital,O2_0194,peri_urban,101,0,0,0,0,oxygen_concentrator,0,0,7.1,0,4,0,10,0,0,0,0,0,0,4,empty_cylinders_not_collected,2021,1,11,COVID19_severe,0,11,0,3,4,134.0,33.0,0,grid_reliable,11
9588,district_hospital,O2_0016,peri_urban,75,0,0,0,0,oxygen_concentrator,0,0,4.0,0,2,7,12,0,1,0,0,1,0,0,not_applicable,2022,12,8,COVID19_severe,2,6,1,3,0,240.0,1.0,1,none,21
9589,district_hospital,O2_0161,rural,80,0,0,0,0,oxygen_concentrator,1,0,4.7,0,2,7,7,0,0,0,0,0,0,16,concentrator_malfunction,2023,10,8,severe_malaria,0,8,0,5,2,32.0,21.0,1,none,24
9590,district_hospital,O2_0068,rural,133,0,0,0,0,cylinder_portable,0,0,0.3,0,3,3,36,0,1,1,0,0,0,30,cylinder_delivery_delay,2021,12,7,neonatal_respiratory,0,7,0,4,1,299.0,8.0,0,none,0
9591,district_hospital,O2_0124,peri_urban,30,0,0,0,0,cylinder_piped,0,0,0.6,0,3,3,2,0,1,1,0,1,0,0,not_applicable,2024,8,13,neonatal_respiratory,1,12,0,5,0,194.0,3.0,1,grid_unreliable,30
9592,district_hospital,O2_0115,peri_urban,117,0,0,0,0,LOX_bulk_tank,0,0,19.6,0,2,4,14,0,0,0,0,1,0,3,empty_cylinders_not_collected,2022,4,15,COVID19_severe,6,9,0,4,0,127.0,44.0,0,none,25
9593,district_hospital,O2_0001,rural,20,0,0,0,0,LOX_bulk_tank,0,0,12.0,0,1,3,1,0,1,0,0,0,0,14,concentrator_malfunction,2021,9,17,pneumonia_child,0,17,0,6,7,222.0,17.0,0,grid_unreliable,18
9594,district_hospital,O2_0106,rural,106,0,0,0,0,cylinder_piped,0,0,6.4,0,5,3,2,0,1,1,0,1,1,0,not_applicable,2022,3,9,other_hypoxemia,4,5,0,3,0,182.0,29.0,0,grid_unreliable,19
9595,district_hospital,O2_0017,rural,138,0,0,0,0,oxygen_concentrator,5,2,0.3,1,3,6,18,0,1,0,0,1,1,10,cylinder_delivery_delay,2023,5,9,COPD_exacerbation,2,7,0,0,0,325.0,17.0,1,generator_only,2
9596,district_hospital,O2_0025,rural,106,0,1,0,0,cylinder_portable,2,1,20.7,0,1,4,11,0,1,0,0,1,1,0,not_applicable,2023,7,10,COVID19_severe,3,7,0,4,0,375.0,138.0,1,grid_unreliable,5
9597,district_hospital,O2_0171,urban,56,0,0,0,0,oxygen_concentrator,3,1,8.7,0,6,2,16,0,0,0,0,1,1,4,no_oxygen_source,2023,7,10,pneumonia_adult,5,5,0,2,0,210.0,13.0,0,grid_unreliable,4
9598,district_hospital,O2_0195,peri_urban,40,0,0,0,0,cylinder_piped,0,0,2.8,0,1,4,8,0,1,0,0,1,1,0,not_applicable,2023,1,13,heart_failure,4,9,0,4,0,168.0,61.0,1,grid_unreliable,1
9599,district_hospital,O2_0018,rural,22,0,0,0,0,none,0,0,1.4,0,5,4,1,0,0,0,0,1,1,0,not_applicable,2023,8,18,sepsis,3,15,1,8,0,236.0,14.0,1,none,16
9600,district_hospital,O2_0063,rural,17,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,1,5,4,0,0,0,0,1,1,0,not_applicable,2024,11,12,COPD_exacerbation,5,7,0,4,0,248.0,7.0,1,generator_only,13
9601,district_hospital,O2_0188,peri_urban,19,0,0,0,0,oxygen_concentrator,2,0,2.7,0,4,4,18,0,0,0,0,1,1,0,not_applicable,2024,3,7,pneumonia_child,1,6,1,2,0,402.0,17.0,1,grid_unreliable,29
9602,district_hospital,O2_0099,rural,29,0,0,0,0,oxygen_concentrator,2,1,0.3,0,3,4,0,0,0,0,0,0,0,1,regulator_valve_failure,2022,3,12,severe_malaria,0,12,0,5,5,189.0,61.0,0,solar,80
9603,district_hospital,O2_0076,rural,52,0,0,0,0,oxygen_concentrator,3,2,0.7,0,4,4,18,0,0,0,0,1,1,0,not_applicable,2024,10,16,asthma_severe,9,7,1,3,0,210.0,108.0,1,none,34
9604,district_hospital,O2_0001,rural,163,0,0,0,0,cylinder_portable,0,0,1.5,0,3,7,74,0,0,0,0,1,0,2,demand_surge,2024,5,11,other_hypoxemia,2,9,0,5,0,215.0,22.0,1,none,11
9605,district_hospital,O2_0017,rural,6,0,0,0,0,oxygen_concentrator,0,0,0.8,0,4,10,1,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,7,14,COVID19_severe,0,14,0,9,2,178.0,66.0,1,grid_reliable,23
9606,district_hospital,O2_0002,peri_urban,90,0,0,0,0,oxygen_concentrator,1,0,1.7,0,4,6,28,0,0,0,0,0,0,3,funding_for_refill,2024,11,18,pneumonia_child,0,18,0,7,4,132.0,9.0,1,none,5
9607,district_hospital,O2_0188,rural,41,0,0,0,0,LOX_bulk_tank,0,0,5.7,0,6,3,5,0,0,0,0,1,1,0,not_applicable,2022,3,12,sepsis,6,6,1,4,0,198.0,251.0,1,grid_reliable,19
9608,district_hospital,O2_0128,urban,67,0,0,0,0,none,2,0,2.0,0,2,1,58,0,0,0,0,0,0,14,cylinder_delivery_delay,2023,10,19,neonatal_respiratory,0,19,0,12,3,290.0,32.0,1,grid_unreliable,2
9609,district_hospital,O2_0013,peri_urban,42,0,0,0,0,oxygen_concentrator,3,1,3.4,0,1,4,69,0,0,0,0,0,0,9,concentrator_malfunction,2022,7,13,pneumonia_adult,0,13,0,7,4,107.0,27.0,0,none,11
9610,district_hospital,O2_0063,urban,159,0,0,0,0,cylinder_piped,0,0,1.9,0,4,3,1,0,1,1,1,0,0,6,cylinder_delivery_delay,2024,11,19,other_hypoxemia,0,19,0,12,8,282.0,51.0,0,none,30
9611,district_hospital,O2_0051,peri_urban,52,0,0,0,0,cylinder_portable,0,0,8.6,0,5,4,15,0,0,0,0,1,1,3,power_outage,2024,6,20,neonatal_respiratory,11,9,0,3,0,273.0,18.0,0,grid_reliable,38
9612,district_hospital,O2_0089,rural,133,0,0,1,0,oxygen_concentrator,1,0,4.7,0,4,4,23,0,1,0,0,0,0,16,piping_system_leak,2024,6,10,COPD_exacerbation,0,10,0,6,1,151.0,31.0,0,none,6
9613,district_hospital,O2_0106,rural,132,0,0,0,0,LOX_bulk_tank,0,0,17.0,0,4,8,51,0,1,1,0,0,0,24,funding_for_refill,2024,10,15,trauma,0,15,0,4,7,88.0,67.0,1,grid_unreliable,4
9614,district_hospital,O2_0048,peri_urban,5,0,0,0,0,LOX_bulk_tank,3,1,4.0,0,2,7,46,0,0,0,0,0,0,3,funding_for_refill,2021,7,12,COVID19_severe,0,12,0,6,0,244.0,44.0,1,none,35
9615,district_hospital,O2_0106,urban,6,0,0,0,1,LOX_bulk_tank,0,0,2.2,1,4,4,6,0,0,0,0,1,1,0,not_applicable,2023,7,10,trauma,3,7,0,3,0,51.0,48.0,0,grid_unreliable,18
9616,district_hospital,O2_0111,rural,81,0,0,0,0,oxygen_concentrator,2,0,5.0,0,9,5,15,0,1,1,0,1,1,11,concentrator_malfunction,2023,8,9,pneumonia_adult,6,3,1,0,0,174.0,38.0,1,solar,74
9617,district_hospital,O2_0136,rural,22,0,0,0,0,oxygen_concentrator,4,1,3.6,0,2,3,22,0,0,0,0,1,1,4,cylinder_delivery_delay,2022,1,11,pneumonia_adult,2,9,1,2,0,120.0,32.0,0,none,4
9618,district_hospital,O2_0032,urban,47,0,0,0,0,oxygen_concentrator,2,1,0.5,0,2,5,32,0,0,0,0,0,0,6,power_outage,2023,8,11,neonatal_respiratory,0,11,0,2,1,77.0,1.0,0,grid_unreliable,20
9619,district_hospital,O2_0069,peri_urban,47,1,0,0,0,LOX_bulk_tank,0,0,12.5,0,0,2,40,0,1,0,0,0,0,2,cylinder_delivery_delay,2024,6,9,COVID19_severe,0,9,0,6,1,281.0,7.0,0,grid_unreliable,9
9620,district_hospital,O2_0061,rural,62,0,0,0,0,cylinder_portable,0,0,0.8,0,2,0,8,0,1,1,1,0,0,13,concentrator_malfunction,2023,10,15,pneumonia_adult,0,15,0,8,5,281.0,12.0,0,none,12
9621,district_hospital,O2_0045,urban,93,0,0,0,0,none,0,0,10.2,0,1,6,23,0,0,0,0,0,0,30,concentrator_malfunction,2024,9,7,COPD_exacerbation,0,7,0,4,1,256.0,1.0,1,none,11
9622,district_hospital,O2_0120,rural,117,0,0,0,0,cylinder_portable,0,0,0.2,0,6,2,7,0,0,0,0,0,0,5,supplier_stockout,2024,4,9,trauma,0,9,0,5,3,218.0,11.0,0,generator_only,53
9623,district_hospital,O2_0051,rural,60,0,0,0,0,none,2,1,8.4,0,1,2,16,0,1,1,0,0,0,23,cylinder_delivery_delay,2023,1,15,pneumonia_child,0,15,0,5,5,253.0,79.0,0,grid_unreliable,8
9624,district_hospital,O2_0107,rural,48,0,0,0,0,oxygen_concentrator,1,0,7.6,1,6,2,4,0,1,1,1,0,0,30,concentrator_malfunction,2022,6,11,asthma_severe,0,11,0,4,2,106.0,33.0,1,none,0
9625,district_hospital,O2_0122,urban,63,0,0,0,0,none,0,0,4.3,0,7,7,2,0,1,0,0,0,0,16,power_outage,2023,7,18,pneumonia_child,0,18,0,8,9,206.0,7.0,0,grid_reliable,16
9626,district_hospital,O2_0003,peri_urban,74,0,0,0,0,cylinder_piped,0,0,0.2,0,2,7,18,0,0,0,0,1,1,0,not_applicable,2021,9,13,severe_malaria,5,8,1,2,0,309.0,35.0,1,grid_reliable,13
9627,district_hospital,O2_0082,urban,42,0,0,0,0,LOX_bulk_tank,1,0,5.7,0,0,4,34,0,0,0,0,1,1,0,not_applicable,2022,3,14,COVID19_severe,6,8,0,4,0,253.0,87.0,1,solar,4
9628,district_hospital,O2_0076,urban,95,0,0,0,0,oxygen_concentrator,2,1,5.8,0,4,2,26,0,0,0,0,0,0,5,funding_for_refill,2021,9,14,neonatal_respiratory,0,14,0,4,6,184.0,35.0,1,grid_unreliable,9
9629,district_hospital,O2_0186,rural,160,0,0,0,0,cylinder_portable,0,0,8.1,0,0,3,86,0,0,0,0,1,1,0,not_applicable,2024,6,17,COPD_exacerbation,9,8,0,8,0,216.0,2.0,0,grid_unreliable,1
9630,district_hospital,O2_0119,peri_urban,80,1,0,0,0,cylinder_portable,0,0,6.0,0,3,1,5,0,1,1,0,0,0,30,empty_cylinders_not_collected,2022,6,11,heart_failure,0,11,0,7,4,249.0,73.0,0,grid_unreliable,2
9631,district_hospital,O2_0022,urban,81,0,0,0,1,oxygen_concentrator,3,1,7.0,1,4,6,42,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,1,8,pneumonia_child,0,8,0,4,3,189.0,37.0,0,grid_unreliable,12
9632,district_hospital,O2_0186,rural,5,0,0,0,0,cylinder_portable,0,0,0.7,0,4,2,40,0,1,0,0,1,1,0,not_applicable,2023,4,11,other_hypoxemia,5,6,0,2,0,51.0,99.0,1,grid_unreliable,0
9633,district_hospital,O2_0157,peri_urban,16,0,0,0,0,oxygen_concentrator,2,1,8.4,0,6,4,6,0,0,0,0,0,0,21,cylinder_delivery_delay,2023,7,17,COPD_exacerbation,0,17,0,6,3,135.0,189.0,1,grid_unreliable,1
9634,district_hospital,O2_0182,rural,89,0,0,0,0,oxygen_concentrator,3,0,1.5,0,2,4,33,0,0,0,0,1,0,4,funding_for_refill,2021,11,10,neonatal_respiratory,1,9,1,4,0,206.0,49.0,1,none,6
9635,district_hospital,O2_0126,rural,25,0,0,1,0,oxygen_concentrator,1,0,8.2,0,6,4,33,0,0,0,0,0,0,6,empty_cylinders_not_collected,2022,6,4,pneumonia_child,0,4,0,2,1,152.0,7.0,0,grid_reliable,2
9636,district_hospital,O2_0111,urban,81,0,0,0,0,oxygen_concentrator,2,1,10.1,0,4,7,2,0,1,1,1,0,0,25,empty_cylinders_not_collected,2024,3,12,pneumonia_adult,0,12,0,4,0,241.0,14.0,1,none,12
9637,district_hospital,O2_0142,urban,34,0,0,0,0,none,0,0,1.0,0,1,3,15,0,0,0,0,1,1,0,not_applicable,2022,10,14,COPD_exacerbation,5,9,0,4,0,302.0,263.0,1,none,27
9638,district_hospital,O2_0193,peri_urban,85,0,0,0,0,cylinder_portable,0,0,1.1,0,3,3,50,0,1,1,0,0,0,1,cylinder_delivery_delay,2021,6,9,other_hypoxemia,0,9,0,6,3,189.0,31.0,1,grid_unreliable,3
9639,district_hospital,O2_0186,peri_urban,36,0,0,0,0,cylinder_portable,0,0,7.2,0,4,7,16,0,1,1,0,1,1,0,not_applicable,2024,6,20,pneumonia_adult,12,8,0,2,0,212.0,62.0,0,none,18
9640,district_hospital,O2_0121,urban,81,0,1,0,0,none,0,0,13.8,0,5,0,1,0,0,0,0,1,0,0,not_applicable,2022,3,15,neonatal_respiratory,5,10,0,7,0,309.0,3.0,1,none,6
9641,district_hospital,O2_0103,rural,44,0,0,1,0,cylinder_portable,1,0,2.9,1,9,3,8,0,1,1,1,0,0,10,cylinder_delivery_delay,2023,9,14,trauma,0,14,0,5,4,274.0,58.0,1,solar,23
9642,district_hospital,O2_0110,rural,8,0,0,0,0,oxygen_concentrator,3,2,1.0,0,3,5,4,0,0,0,0,0,0,18,piping_system_leak,2024,7,18,surgical_anaesthesia,0,18,0,8,3,244.0,4.0,1,generator_only,14
9643,district_hospital,O2_0038,urban,82,0,0,0,0,oxygen_concentrator,2,0,4.3,0,2,4,14,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,4,11,pneumonia_child,0,11,0,4,4,336.0,22.0,0,solar,46
9644,district_hospital,O2_0086,urban,61,0,0,0,0,cylinder_portable,0,0,2.8,0,1,3,5,0,0,0,0,1,1,0,not_applicable,2024,4,13,pneumonia_adult,5,8,0,5,0,238.0,29.0,0,grid_unreliable,10
9645,district_hospital,O2_0021,urban,42,0,1,1,0,none,0,0,0.6,0,1,2,16,0,0,0,0,0,0,15,funding_for_refill,2024,4,12,pneumonia_child,0,12,0,4,5,197.0,112.0,0,none,5
9646,district_hospital,O2_0199,peri_urban,109,0,0,0,0,oxygen_concentrator,2,0,2.2,0,2,8,93,0,0,0,0,0,0,6,cylinder_delivery_delay,2024,12,13,heart_failure,0,13,0,6,7,168.0,13.0,0,none,3
9647,district_hospital,O2_0084,peri_urban,76,0,0,0,0,oxygen_concentrator,4,1,2.9,0,5,7,25,0,0,0,0,0,0,6,funding_for_refill,2024,3,5,surgical_anaesthesia,0,5,0,0,1,359.0,41.0,1,solar,12
9648,district_hospital,O2_0116,rural,45,0,0,0,1,oxygen_concentrator,0,0,0.7,1,2,4,13,0,0,0,0,0,0,1,funding_for_refill,2024,11,18,pneumonia_child,0,18,0,5,3,168.0,84.0,1,solar,5
9649,district_hospital,O2_0175,rural,30,0,0,0,0,cylinder_piped,0,0,23.5,0,4,3,29,0,1,1,0,1,1,0,not_applicable,2024,4,11,COVID19_severe,4,7,0,3,0,261.0,93.0,0,grid_reliable,12
9650,district_hospital,O2_0198,peri_urban,57,0,0,0,1,none,3,1,1.2,1,5,5,2,0,1,0,0,1,1,0,not_applicable,2023,10,9,sepsis,5,4,0,2,0,149.0,21.0,1,none,44
9651,district_hospital,O2_0025,urban,60,0,1,0,0,cylinder_portable,0,0,14.1,0,5,5,8,0,0,0,0,0,0,8,power_outage,2024,3,9,COPD_exacerbation,0,9,0,6,3,239.0,8.0,1,none,0
9652,district_hospital,O2_0005,rural,86,0,0,0,1,none,0,0,4.2,1,5,4,13,0,0,0,0,1,1,0,not_applicable,2021,4,11,pneumonia_child,4,7,0,3,0,351.0,24.0,0,grid_unreliable,14
9653,district_hospital,O2_0051,peri_urban,123,0,0,0,0,LOX_bulk_tank,0,0,4.9,0,5,6,11,0,0,0,0,1,0,0,not_applicable,2023,12,10,asthma_severe,5,5,0,3,0,89.0,57.0,0,grid_unreliable,3
9654,district_hospital,O2_0184,urban,50,0,0,0,0,LOX_bulk_tank,0,0,3.2,0,0,4,5,0,0,0,0,1,0,0,not_applicable,2021,10,7,trauma,2,5,1,4,0,407.0,61.0,1,grid_unreliable,0
9655,district_hospital,O2_0094,peri_urban,52,0,1,0,0,cylinder_portable,0,0,7.5,0,4,1,13,0,0,0,0,1,0,0,not_applicable,2024,7,9,COVID19_severe,2,7,0,2,0,138.0,24.0,1,generator_only,9
9656,district_hospital,O2_0126,peri_urban,57,0,0,0,0,cylinder_piped,0,0,4.5,0,2,6,0,0,0,0,0,0,0,10,empty_cylinders_not_collected,2024,3,10,asthma_severe,0,10,0,3,1,152.0,4.0,0,none,10
9657,district_hospital,O2_0162,peri_urban,18,0,0,0,0,none,0,0,2.9,0,4,6,17,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,7,19,pneumonia_adult,0,19,0,7,6,83.0,9.0,0,grid_reliable,6
9658,district_hospital,O2_0076,urban,124,0,0,0,0,cylinder_piped,0,0,7.5,0,3,2,16,0,0,0,0,1,0,0,not_applicable,2023,3,14,neonatal_respiratory,11,3,1,1,0,118.0,44.0,0,generator_only,16
9659,district_hospital,O2_0056,urban,41,0,0,0,0,oxygen_concentrator,3,1,0.1,0,5,6,10,0,0,0,0,1,1,0,not_applicable,2024,8,12,neonatal_respiratory,6,6,1,4,0,259.0,16.0,1,solar,15
9660,district_hospital,O2_0037,rural,61,0,0,0,0,oxygen_concentrator,3,1,8.1,0,2,7,16,0,0,0,0,1,1,4,cylinder_delivery_delay,2022,3,16,pneumonia_adult,8,8,0,4,0,137.0,13.0,1,grid_unreliable,27
9661,district_hospital,O2_0026,peri_urban,128,0,0,0,0,cylinder_portable,1,0,4.1,0,5,4,4,0,0,0,0,0,0,11,demand_surge,2024,10,8,neonatal_respiratory,0,8,0,2,2,202.0,50.0,0,grid_unreliable,6
9662,district_hospital,O2_0103,rural,49,0,0,0,0,oxygen_concentrator,2,0,5.4,0,4,5,11,0,1,0,0,1,1,0,not_applicable,2021,10,19,pneumonia_adult,10,9,0,5,0,0.0,3.0,0,grid_reliable,10
9663,district_hospital,O2_0112,rural,31,0,0,0,0,none,3,1,2.5,0,4,3,44,0,0,0,0,0,0,5,cylinder_delivery_delay,2022,5,17,COPD_exacerbation,0,17,0,10,6,375.0,7.0,0,grid_unreliable,9
9664,district_hospital,O2_0158,rural,93,0,0,0,0,none,0,0,5.3,0,3,3,10,0,0,0,0,1,0,0,not_applicable,2023,7,12,surgical_anaesthesia,6,6,0,4,0,168.0,21.0,0,none,0
9665,district_hospital,O2_0176,rural,64,0,0,0,0,none,0,0,10.4,0,1,4,6,0,0,0,0,1,1,0,not_applicable,2024,10,10,pneumonia_adult,4,6,1,2,0,184.0,74.0,0,grid_unreliable,3
9666,district_hospital,O2_0042,rural,43,0,0,0,0,none,0,0,3.2,0,6,2,20,0,1,1,1,0,0,1,concentrator_malfunction,2022,1,12,pneumonia_adult,0,12,0,5,1,142.0,18.0,0,grid_unreliable,59
9667,district_hospital,O2_0083,rural,12,0,1,0,0,oxygen_concentrator,1,0,21.4,0,4,6,18,0,0,0,0,1,1,13,regulator_valve_failure,2021,3,12,pneumonia_adult,8,4,0,1,0,135.0,27.0,0,grid_reliable,25
9668,district_hospital,O2_0182,peri_urban,78,0,0,0,0,cylinder_piped,0,0,1.3,0,4,7,40,0,0,0,0,1,1,0,not_applicable,2023,5,17,pneumonia_adult,8,9,1,5,0,214.0,133.0,1,grid_reliable,28
9669,district_hospital,O2_0090,peri_urban,11,0,0,0,0,oxygen_concentrator,1,0,0.8,0,7,8,16,0,0,0,0,0,0,7,concentrator_malfunction,2024,1,9,severe_malaria,0,9,0,4,1,118.0,5.0,0,solar,24
9670,district_hospital,O2_0087,peri_urban,60,0,0,0,0,cylinder_piped,0,0,9.6,0,2,8,83,0,0,0,0,1,0,0,not_applicable,2021,5,15,severe_malaria,5,10,0,4,0,114.0,68.0,0,grid_unreliable,4
9671,district_hospital,O2_0125,rural,151,0,0,0,0,none,0,0,2.1,0,6,5,1,0,1,0,0,1,1,0,not_applicable,2022,4,7,other_hypoxemia,1,6,1,2,0,288.0,96.0,1,grid_reliable,26
9672,district_hospital,O2_0073,rural,67,0,0,0,0,cylinder_portable,2,1,4.7,0,3,6,3,0,0,0,0,1,1,0,not_applicable,2021,1,15,sepsis,7,8,0,3,0,208.0,22.0,1,none,1
9673,district_hospital,O2_0065,peri_urban,54,0,0,0,0,cylinder_portable,1,0,0.4,0,0,3,6,0,0,0,0,1,0,2,cylinder_delivery_delay,2024,9,6,COPD_exacerbation,3,3,0,2,0,225.0,39.0,1,solar,13
9674,district_hospital,O2_0018,rural,109,0,0,0,0,cylinder_portable,0,0,3.6,0,1,0,14,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,5,9,surgical_anaesthesia,0,9,0,5,3,132.0,10.0,1,none,19
9675,district_hospital,O2_0064,peri_urban,148,0,0,0,0,none,3,1,3.0,0,3,6,57,0,0,0,0,1,1,0,not_applicable,2022,5,17,trauma,3,14,1,4,0,351.0,37.0,1,none,1
9676,district_hospital,O2_0024,rural,20,0,0,0,0,cylinder_piped,0,0,1.7,0,0,1,31,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,12,13,asthma_severe,0,13,0,6,7,103.0,12.0,1,grid_unreliable,51
9677,district_hospital,O2_0066,urban,17,0,0,0,0,LOX_bulk_tank,3,1,0.4,0,2,3,6,0,1,0,0,1,1,0,not_applicable,2022,1,8,sepsis,4,4,0,1,0,217.0,62.0,1,grid_unreliable,27
9678,district_hospital,O2_0127,rural,95,0,0,0,0,oxygen_concentrator,2,0,4.6,0,3,4,3,0,0,0,0,1,1,15,concentrator_malfunction,2022,6,17,asthma_severe,8,9,1,5,0,316.0,9.0,0,generator_only,20
9679,district_hospital,O2_0070,urban,32,0,0,0,1,oxygen_concentrator,0,0,4.9,1,6,5,22,0,0,0,0,0,0,9,cylinder_delivery_delay,2022,11,8,surgical_anaesthesia,0,8,0,2,1,47.0,24.0,0,grid_unreliable,2
9680,district_hospital,O2_0145,peri_urban,49,0,0,0,0,oxygen_concentrator,1,0,6.9,1,2,4,3,0,0,0,0,0,0,30,cylinder_delivery_delay,2021,6,11,sepsis,0,11,0,8,4,225.0,46.0,0,grid_reliable,0
9681,district_hospital,O2_0101,rural,85,0,0,0,0,oxygen_concentrator,2,1,1.7,0,1,7,9,0,0,0,0,0,0,16,empty_cylinders_not_collected,2023,5,18,trauma,0,18,0,10,8,200.0,7.0,1,grid_unreliable,2
9682,district_hospital,O2_0105,peri_urban,128,0,0,0,0,oxygen_concentrator,1,0,1.6,0,1,3,22,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,5,10,pneumonia_child,0,10,0,5,1,350.0,139.0,1,none,5
9683,district_hospital,O2_0049,peri_urban,29,0,0,0,0,oxygen_concentrator,1,0,10.4,0,3,2,54,0,1,1,1,1,0,0,not_applicable,2021,2,11,heart_failure,4,7,0,0,0,179.0,66.0,1,none,3
9684,district_hospital,O2_0085,urban,27,0,0,0,0,cylinder_portable,0,0,0.9,0,4,3,2,0,0,0,0,0,0,7,concentrator_malfunction,2024,4,11,trauma,0,11,0,5,6,215.0,12.0,0,grid_reliable,18
9685,district_hospital,O2_0141,peri_urban,65,0,0,0,0,none,0,0,3.9,0,3,3,45,0,0,0,0,1,1,7,empty_cylinders_not_collected,2021,3,12,asthma_severe,5,7,0,1,0,287.0,6.0,0,generator_only,53
9686,district_hospital,O2_0005,rural,26,0,0,0,0,cylinder_portable,0,0,2.8,0,3,6,23,0,0,0,0,0,0,13,PSA_plant_breakdown,2023,10,5,pneumonia_adult,0,5,0,5,1,149.0,90.0,0,grid_unreliable,47
9687,district_hospital,O2_0086,rural,83,0,1,0,0,oxygen_concentrator,3,1,0.3,0,2,4,10,0,0,0,0,1,0,0,not_applicable,2023,7,13,sepsis,6,7,1,3,0,157.0,5.0,0,none,5
9688,district_hospital,O2_0188,rural,53,0,0,0,0,cylinder_portable,0,0,9.7,1,2,6,46,0,0,0,0,1,0,0,not_applicable,2021,8,14,neonatal_respiratory,7,7,0,3,0,143.0,3.0,0,none,8
9689,district_hospital,O2_0054,peri_urban,59,0,0,1,0,oxygen_concentrator,2,0,3.6,0,6,3,15,0,0,0,0,1,0,4,concentrator_malfunction,2022,7,18,surgical_anaesthesia,8,10,0,4,0,177.0,7.0,1,none,15
9690,district_hospital,O2_0129,peri_urban,65,0,0,0,0,oxygen_concentrator,2,0,2.3,0,4,2,7,0,0,0,0,1,0,0,not_applicable,2023,6,16,other_hypoxemia,8,8,0,5,0,113.0,83.0,0,none,22
9691,district_hospital,O2_0049,rural,24,0,0,0,0,cylinder_piped,0,0,8.9,0,2,2,19,0,0,0,0,0,0,7,regulator_valve_failure,2024,2,11,asthma_severe,0,11,0,7,3,314.0,42.0,0,grid_unreliable,49
9692,district_hospital,O2_0197,peri_urban,28,0,0,0,0,none,3,0,0.7,1,1,3,14,0,0,0,0,1,0,0,not_applicable,2022,6,7,surgical_anaesthesia,4,3,1,0,0,199.0,10.0,0,grid_unreliable,16
9693,district_hospital,O2_0173,peri_urban,62,0,0,1,0,cylinder_portable,0,0,7.7,0,4,3,13,0,0,0,0,0,0,1,concentrator_malfunction,2023,3,11,pneumonia_child,0,11,0,7,2,271.0,13.0,1,grid_reliable,17
9694,district_hospital,O2_0136,rural,56,0,0,0,0,cylinder_portable,0,0,1.8,0,3,1,12,0,1,0,0,0,0,13,PSA_plant_breakdown,2022,1,9,severe_malaria,0,9,0,5,1,162.0,1.0,1,grid_unreliable,4
9695,district_hospital,O2_0095,urban,38,0,0,0,0,cylinder_piped,0,0,15.0,0,4,2,2,0,0,0,0,0,0,7,supplier_stockout,2022,3,10,pneumonia_child,0,10,0,6,1,166.0,50.0,1,grid_reliable,6
9696,district_hospital,O2_0079,rural,5,0,0,0,0,oxygen_concentrator,2,1,5.9,0,2,3,10,0,0,0,0,0,0,3,no_oxygen_source,2023,5,10,neonatal_respiratory,0,10,0,3,6,180.0,7.0,0,none,47
9697,district_hospital,O2_0187,rural,40,0,0,0,0,oxygen_concentrator,0,0,6.7,0,2,3,4,0,0,0,0,0,0,16,empty_cylinders_not_collected,2024,1,20,neonatal_respiratory,0,20,0,9,4,172.0,32.0,1,generator_only,14
9698,district_hospital,O2_0059,rural,11,0,0,0,0,cylinder_piped,0,0,4.2,0,3,3,5,0,0,0,0,0,0,6,cylinder_delivery_delay,2023,10,8,COVID19_severe,0,8,0,4,2,260.0,79.0,0,grid_unreliable,0
9699,district_hospital,O2_0020,peri_urban,43,0,0,0,1,PSA_plant_onsite,0,0,2.2,1,3,6,25,0,0,0,0,0,0,13,PSA_plant_breakdown,2023,1,6,neonatal_respiratory,0,6,0,3,0,412.0,99.0,0,grid_unreliable,19
9700,district_hospital,O2_0073,rural,5,0,0,0,0,none,0,0,2.0,0,1,5,30,0,0,0,0,1,1,5,cylinder_delivery_delay,2023,11,18,sepsis,5,13,0,9,0,261.0,352.0,1,grid_unreliable,20
9701,district_hospital,O2_0150,peri_urban,107,0,0,0,0,cylinder_piped,0,0,1.0,0,6,2,0,0,0,0,0,1,1,0,not_applicable,2024,9,12,neonatal_respiratory,5,7,0,3,0,249.0,42.0,0,generator_only,7
9702,district_hospital,O2_0012,peri_urban,57,0,0,0,0,oxygen_concentrator,1,0,0.9,1,5,2,5,0,0,0,0,1,0,0,not_applicable,2024,5,10,COVID19_severe,4,6,0,2,0,154.0,45.0,0,grid_unreliable,19
9703,district_hospital,O2_0171,rural,77,0,0,0,0,cylinder_portable,3,1,22.0,0,3,5,2,0,0,0,0,1,1,0,not_applicable,2021,3,16,pneumonia_child,4,12,0,4,0,195.0,61.0,0,grid_unreliable,16
9704,district_hospital,O2_0178,rural,10,0,0,0,0,oxygen_concentrator,6,1,6.4,0,3,1,5,0,0,0,0,1,1,2,cylinder_delivery_delay,2024,12,11,COVID19_severe,6,5,1,1,0,260.0,33.0,1,generator_only,5
9705,district_hospital,O2_0084,rural,150,0,0,0,0,LOX_bulk_tank,1,0,2.4,0,7,5,22,0,1,0,0,1,0,0,not_applicable,2022,12,9,neonatal_respiratory,4,5,0,1,0,111.0,10.0,1,grid_reliable,1
9706,district_hospital,O2_0054,rural,43,0,0,1,0,cylinder_portable,0,0,2.4,0,2,2,3,0,1,0,0,1,1,0,not_applicable,2023,8,13,other_hypoxemia,6,7,1,2,0,244.0,35.0,1,grid_unreliable,14
9707,district_hospital,O2_0016,rural,34,0,0,0,0,oxygen_concentrator,3,0,0.8,0,2,3,9,0,0,0,0,0,0,12,power_outage,2022,9,5,surgical_anaesthesia,0,5,0,1,1,128.0,1.0,0,grid_unreliable,29
9708,district_hospital,O2_0010,rural,36,0,0,0,0,cylinder_portable,0,0,6.7,0,5,4,4,0,0,0,0,0,0,9,supplier_stockout,2021,1,12,pneumonia_adult,0,12,0,7,6,186.0,197.0,1,solar,0
9709,district_hospital,O2_0050,rural,78,1,1,0,0,cylinder_portable,0,0,5.2,0,3,3,22,0,1,1,0,1,0,0,not_applicable,2024,5,12,other_hypoxemia,5,7,0,3,0,117.0,127.0,0,grid_unreliable,65
9710,district_hospital,O2_0013,peri_urban,52,0,0,0,0,oxygen_concentrator,5,2,13.5,0,3,5,11,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,2,15,asthma_severe,0,15,0,5,2,206.0,33.0,0,solar,32
9711,district_hospital,O2_0097,rural,51,0,1,0,0,none,3,0,0.2,0,2,6,25,0,0,0,0,0,0,8,concentrator_malfunction,2023,12,15,pneumonia_child,0,15,0,9,3,365.0,18.0,1,solar,3
9712,district_hospital,O2_0162,peri_urban,61,0,0,0,0,none,2,0,14.0,0,4,3,6,0,0,0,0,1,1,0,not_applicable,2021,3,12,pneumonia_child,2,10,0,4,0,194.0,10.0,1,none,0
9713,district_hospital,O2_0035,peri_urban,52,0,0,1,0,cylinder_portable,0,0,2.4,0,5,8,71,0,1,0,0,0,0,23,cylinder_delivery_delay,2023,3,13,pneumonia_adult,0,13,0,6,5,235.0,23.0,0,grid_reliable,10
9714,district_hospital,O2_0171,peri_urban,55,0,0,0,0,cylinder_piped,4,2,0.4,0,5,5,1,0,0,0,0,0,0,16,supplier_stockout,2022,3,10,COVID19_severe,0,10,0,5,2,269.0,10.0,0,grid_unreliable,2
9715,district_hospital,O2_0171,urban,122,0,0,0,0,cylinder_piped,0,0,3.3,0,2,5,25,0,1,0,0,0,0,1,power_outage,2021,4,18,pneumonia_child,0,18,0,9,5,384.0,13.0,0,grid_unreliable,4
9716,district_hospital,O2_0162,peri_urban,14,0,0,0,0,oxygen_concentrator,1,0,5.8,0,2,3,38,0,0,0,0,0,0,1,cylinder_delivery_delay,2022,7,17,severe_malaria,0,17,0,7,5,343.0,24.0,1,generator_only,4
9717,district_hospital,O2_0100,rural,101,0,1,0,0,none,3,1,1.1,0,4,3,11,0,0,0,0,0,0,3,power_outage,2022,8,15,surgical_anaesthesia,0,15,0,7,4,102.0,67.0,0,generator_only,12
9718,district_hospital,O2_0079,rural,59,0,0,0,0,oxygen_concentrator,1,0,14.4,0,4,4,44,0,0,0,0,1,1,0,not_applicable,2024,3,11,pneumonia_child,4,7,1,2,0,243.0,102.0,1,grid_unreliable,17
9719,district_hospital,O2_0066,rural,76,0,0,0,0,cylinder_portable,0,0,1.1,0,1,2,6,0,0,0,0,1,1,0,not_applicable,2023,12,11,pneumonia_child,5,6,0,3,0,192.0,36.0,0,grid_reliable,7
9720,district_hospital,O2_0049,rural,36,0,1,0,0,cylinder_portable,0,0,2.4,0,4,6,10,0,0,0,0,1,1,0,not_applicable,2024,8,9,COVID19_severe,4,5,0,1,0,221.0,81.0,1,grid_unreliable,19
9721,district_hospital,O2_0095,rural,104,0,0,0,0,none,0,0,1.1,0,2,6,50,0,1,0,0,0,0,3,cylinder_delivery_delay,2022,4,16,asthma_severe,0,16,0,7,1,225.0,36.0,0,generator_only,21
9722,district_hospital,O2_0019,rural,8,0,0,0,0,cylinder_portable,0,0,1.0,0,2,1,1,0,1,1,0,1,1,0,not_applicable,2022,11,11,severe_malaria,4,7,1,4,0,283.0,21.0,0,solar,3
9723,district_hospital,O2_0152,rural,53,0,0,0,0,none,0,0,1.6,0,4,3,15,0,0,0,0,0,0,3,demand_surge,2022,8,7,other_hypoxemia,0,7,0,2,0,146.0,27.0,1,none,23
9724,district_hospital,O2_0051,rural,53,0,0,0,1,oxygen_concentrator,0,0,7.0,1,2,3,4,0,0,0,0,0,0,2,demand_surge,2024,7,15,pneumonia_adult,0,15,0,5,2,216.0,13.0,0,none,20
9725,district_hospital,O2_0161,peri_urban,97,0,0,0,0,cylinder_portable,2,1,4.7,1,0,7,132,0,0,0,0,0,0,12,PSA_plant_breakdown,2023,10,8,sepsis,0,8,0,3,2,199.0,77.0,0,none,1
9726,district_hospital,O2_0103,urban,59,0,0,0,0,cylinder_portable,0,0,0.8,0,2,5,3,0,0,0,0,0,0,1,no_oxygen_source,2024,4,11,pneumonia_child,0,11,0,1,0,241.0,94.0,0,grid_reliable,10
9727,district_hospital,O2_0003,rural,11,0,0,0,0,none,0,0,3.5,0,4,3,10,0,0,0,0,0,0,20,demand_surge,2021,5,11,pneumonia_adult,0,11,0,8,5,291.0,86.0,0,grid_unreliable,0
9728,district_hospital,O2_0121,rural,18,1,0,0,0,oxygen_concentrator,5,1,1.7,0,2,1,2,0,0,0,0,1,0,0,not_applicable,2023,4,11,neonatal_respiratory,3,8,0,1,0,302.0,24.0,0,none,17
9729,district_hospital,O2_0184,peri_urban,78,0,0,0,0,cylinder_piped,0,0,9.6,0,4,4,2,0,1,0,0,0,0,11,cylinder_delivery_delay,2022,1,8,surgical_anaesthesia,0,8,0,3,5,211.0,13.0,0,grid_unreliable,3
9730,district_hospital,O2_0144,peri_urban,55,0,0,1,0,oxygen_concentrator,3,1,0.6,0,2,4,14,0,1,0,0,1,0,0,not_applicable,2024,5,15,COVID19_severe,4,11,0,4,0,228.0,22.0,1,grid_reliable,5
9731,district_hospital,O2_0122,peri_urban,5,0,0,0,0,cylinder_portable,2,0,7.0,0,3,2,1,0,0,0,0,0,0,7,empty_cylinders_not_collected,2022,2,9,surgical_anaesthesia,0,9,0,6,3,314.0,11.0,0,grid_reliable,30
9732,district_hospital,O2_0115,urban,5,0,0,0,0,oxygen_concentrator,2,0,4.5,0,3,3,6,0,0,0,0,0,0,20,PSA_plant_breakdown,2023,9,5,surgical_anaesthesia,0,5,0,2,1,157.0,14.0,0,none,1
9733,district_hospital,O2_0059,rural,124,0,0,1,0,cylinder_portable,0,0,6.7,0,4,3,35,0,0,0,0,1,0,0,not_applicable,2023,11,11,neonatal_respiratory,4,7,0,3,0,230.0,85.0,1,grid_reliable,3
9734,district_hospital,O2_0010,rural,42,0,0,0,0,cylinder_portable,0,0,2.7,0,2,1,24,0,0,0,0,0,0,29,funding_for_refill,2024,3,15,trauma,0,15,0,7,5,207.0,67.0,0,grid_unreliable,48
9735,district_hospital,O2_0143,urban,36,0,0,0,0,cylinder_portable,0,0,10.6,0,4,7,65,0,0,0,0,0,0,22,funding_for_refill,2024,6,12,surgical_anaesthesia,0,12,0,5,2,133.0,54.0,0,grid_unreliable,4
9736,district_hospital,O2_0071,rural,55,0,0,0,0,oxygen_concentrator,5,2,4.5,0,3,6,13,0,0,0,0,1,1,0,not_applicable,2023,5,10,pneumonia_child,5,5,0,0,0,172.0,4.0,0,grid_unreliable,1
9737,district_hospital,O2_0109,peri_urban,5,0,0,0,0,LOX_bulk_tank,0,0,2.7,0,8,8,45,0,0,0,0,1,0,12,cylinder_delivery_delay,2023,7,16,neonatal_respiratory,7,9,0,5,0,359.0,102.0,1,grid_unreliable,3
9738,district_hospital,O2_0053,rural,96,0,0,0,0,LOX_bulk_tank,0,0,1.3,0,8,5,1,0,0,0,0,0,0,10,funding_for_refill,2023,8,14,asthma_severe,0,14,0,7,1,85.0,10.0,0,grid_unreliable,16
9739,district_hospital,O2_0037,rural,42,0,0,1,0,PSA_plant_onsite,0,0,7.5,0,2,5,2,1,0,0,0,0,0,1,power_outage,2024,2,12,pneumonia_adult,0,12,0,3,5,288.0,55.0,0,grid_unreliable,13
9740,district_hospital,O2_0156,urban,98,0,1,0,0,cylinder_portable,0,0,3.4,0,5,7,35,0,0,0,0,1,1,0,not_applicable,2021,10,12,COPD_exacerbation,5,7,0,3,0,200.0,57.0,0,grid_unreliable,7
9741,district_hospital,O2_0100,urban,126,0,0,0,0,cylinder_portable,0,0,2.3,0,3,6,24,0,0,0,0,1,0,0,not_applicable,2024,9,9,surgical_anaesthesia,3,6,1,3,0,269.0,59.0,0,none,6
9742,district_hospital,O2_0033,peri_urban,82,0,0,0,0,LOX_bulk_tank,0,0,0.5,0,4,3,4,0,0,0,0,1,1,0,not_applicable,2023,4,9,other_hypoxemia,3,6,0,3,0,184.0,23.0,1,none,0
9743,district_hospital,O2_0183,peri_urban,44,0,0,0,0,none,0,0,14.6,0,3,3,12,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,10,14,neonatal_respiratory,0,14,0,6,2,219.0,319.0,1,grid_unreliable,1
9744,district_hospital,O2_0076,rural,5,0,0,0,0,cylinder_piped,0,0,6.9,0,6,3,11,0,0,0,0,1,1,0,not_applicable,2021,11,13,COPD_exacerbation,5,8,1,5,0,220.0,105.0,1,none,12
9745,district_hospital,O2_0016,peri_urban,63,0,0,0,0,oxygen_concentrator,0,0,7.8,0,8,2,103,0,0,0,0,1,1,0,not_applicable,2021,11,12,COPD_exacerbation,4,8,0,3,0,179.0,158.0,1,none,2
9746,district_hospital,O2_0124,urban,114,0,0,0,0,none,0,0,3.8,0,7,3,52,0,1,1,1,0,0,12,concentrator_malfunction,2021,5,9,pneumonia_adult,0,9,0,3,2,188.0,19.0,1,grid_unreliable,11
9747,district_hospital,O2_0072,urban,35,0,0,0,0,cylinder_piped,5,1,0.2,0,3,5,46,0,1,1,0,0,0,1,piping_system_leak,2023,5,11,neonatal_respiratory,0,11,0,7,5,223.0,33.0,1,grid_unreliable,1
9748,district_hospital,O2_0104,rural,91,0,0,0,0,cylinder_portable,0,0,0.7,1,2,1,5,0,1,0,0,0,0,29,no_oxygen_source,2024,11,6,neonatal_respiratory,0,6,0,4,2,255.0,64.0,0,generator_only,5
9749,district_hospital,O2_0160,urban,27,0,1,0,0,oxygen_concentrator,0,0,2.5,0,3,0,1,0,1,0,0,0,0,19,piping_system_leak,2022,1,6,neonatal_respiratory,0,6,0,1,0,139.0,103.0,1,solar,12
9750,district_hospital,O2_0051,peri_urban,7,0,0,0,0,oxygen_concentrator,1,0,8.8,0,3,3,47,0,1,1,1,1,1,0,not_applicable,2024,3,15,pneumonia_child,8,7,0,2,0,48.0,21.0,0,grid_reliable,8
9751,district_hospital,O2_0049,rural,116,0,0,1,0,oxygen_concentrator,2,1,17.6,0,6,4,10,0,0,0,0,1,1,0,not_applicable,2023,11,11,heart_failure,6,5,0,4,0,299.0,37.0,0,none,0
9752,district_hospital,O2_0195,peri_urban,105,0,0,0,0,oxygen_concentrator,2,0,8.4,0,4,4,5,0,1,1,0,1,1,0,not_applicable,2023,11,12,asthma_severe,4,8,0,4,0,276.0,6.0,0,none,14
9753,district_hospital,O2_0172,urban,8,0,0,0,0,cylinder_piped,1,0,5.8,0,4,2,2,0,0,0,0,0,0,7,concentrator_malfunction,2023,10,12,sepsis,0,12,0,4,2,190.0,9.0,0,grid_unreliable,14
9754,district_hospital,O2_0102,peri_urban,153,0,0,0,0,oxygen_concentrator,2,1,6.9,0,7,3,4,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,2,11,surgical_anaesthesia,0,11,0,3,3,232.0,128.0,0,grid_unreliable,7
9755,district_hospital,O2_0005,peri_urban,68,0,0,0,0,cylinder_portable,0,0,0.1,0,3,3,30,0,0,0,0,0,0,22,empty_cylinders_not_collected,2022,12,17,pneumonia_adult,0,17,0,8,6,180.0,4.0,1,grid_reliable,3
9756,district_hospital,O2_0014,rural,69,0,0,0,0,oxygen_concentrator,1,0,11.5,0,1,3,0,0,0,0,0,1,0,0,not_applicable,2021,7,13,neonatal_respiratory,5,8,1,7,0,71.0,36.0,0,grid_unreliable,18
9757,district_hospital,O2_0015,rural,43,0,0,0,0,cylinder_portable,1,0,2.3,1,1,3,0,0,0,0,0,0,0,5,power_outage,2023,11,13,heart_failure,0,13,0,6,4,12.0,25.0,0,grid_unreliable,24
9758,district_hospital,O2_0057,peri_urban,5,0,0,0,0,cylinder_portable,5,0,1.0,0,6,2,35,0,0,0,0,0,0,4,power_outage,2023,9,11,COPD_exacerbation,0,11,0,6,2,344.0,89.0,0,solar,34
9759,district_hospital,O2_0144,urban,9,0,0,0,0,oxygen_concentrator,4,2,8.3,0,3,8,1,0,0,0,0,1,1,0,not_applicable,2024,12,11,surgical_anaesthesia,2,9,0,3,0,232.0,114.0,0,solar,15
9760,district_hospital,O2_0142,urban,31,0,0,0,0,LOX_bulk_tank,0,0,15.4,0,2,2,1,0,1,1,0,0,0,14,regulator_valve_failure,2022,10,11,pneumonia_child,0,11,0,7,4,291.0,37.0,1,solar,12
9761,district_hospital,O2_0167,peri_urban,108,0,0,0,1,none,1,0,7.4,1,3,5,3,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,1,8,severe_malaria,0,8,0,1,2,288.0,0.0,0,grid_reliable,2
9762,district_hospital,O2_0117,rural,59,0,0,0,0,none,0,0,1.4,0,3,3,0,0,0,0,0,1,1,0,not_applicable,2024,4,16,trauma,5,11,0,3,0,255.0,21.0,1,generator_only,4
9763,district_hospital,O2_0141,rural,7,0,0,0,0,none,0,0,3.4,0,4,6,35,0,0,0,0,1,0,0,not_applicable,2024,5,13,COPD_exacerbation,5,8,0,5,0,123.0,22.0,0,grid_unreliable,0
9764,district_hospital,O2_0054,peri_urban,5,0,0,0,0,oxygen_concentrator,1,0,5.6,0,2,4,29,0,0,0,0,0,0,30,demand_surge,2022,2,7,trauma,0,7,0,5,2,101.0,39.0,0,grid_unreliable,9
9765,district_hospital,O2_0092,rural,58,0,0,0,0,cylinder_piped,0,0,6.7,0,2,3,36,0,0,0,0,0,0,10,cylinder_delivery_delay,2021,1,17,severe_malaria,0,17,0,5,7,173.0,113.0,0,solar,2
9766,district_hospital,O2_0038,peri_urban,30,0,0,0,0,oxygen_concentrator,2,1,7.4,0,5,2,64,0,0,0,0,1,1,0,not_applicable,2023,12,13,pneumonia_adult,2,11,0,4,0,171.0,40.0,0,grid_unreliable,4
9767,district_hospital,O2_0157,peri_urban,22,0,0,0,0,cylinder_portable,0,0,11.5,0,5,4,5,0,0,0,0,1,1,0,not_applicable,2021,6,9,pneumonia_child,3,6,1,3,0,86.0,25.0,0,generator_only,6
9768,district_hospital,O2_0010,urban,64,0,0,1,0,cylinder_piped,0,0,9.5,0,3,2,38,0,0,0,0,1,0,0,not_applicable,2023,3,13,severe_malaria,5,8,0,4,0,255.0,73.0,0,grid_unreliable,38
9769,district_hospital,O2_0045,rural,26,0,0,1,0,oxygen_concentrator,2,0,31.0,0,6,6,10,0,0,0,0,1,1,0,not_applicable,2023,7,14,pneumonia_adult,4,10,0,8,0,128.0,6.0,0,grid_unreliable,3
9770,district_hospital,O2_0018,rural,97,0,0,0,0,cylinder_piped,0,0,8.4,0,2,2,16,0,0,0,0,1,1,0,not_applicable,2022,10,8,neonatal_respiratory,2,6,0,1,0,108.0,102.0,0,generator_only,1
9771,district_hospital,O2_0103,urban,40,0,0,0,0,PSA_plant_onsite,0,0,15.8,0,2,5,36,0,0,0,0,0,0,1,concentrator_malfunction,2022,5,11,pneumonia_child,0,11,0,7,3,391.0,128.0,0,grid_unreliable,23
9772,district_hospital,O2_0104,rural,85,0,0,0,0,oxygen_concentrator,5,3,0.6,0,3,2,16,0,0,0,0,0,0,6,empty_cylinders_not_collected,2022,11,9,pneumonia_child,0,9,0,5,0,300.0,13.0,1,grid_unreliable,19
9773,district_hospital,O2_0148,rural,63,0,0,0,0,cylinder_portable,0,0,24.3,1,2,6,18,0,0,0,0,1,1,7,cylinder_delivery_delay,2024,4,9,pneumonia_adult,5,4,0,3,0,0.0,28.0,0,generator_only,48
9774,district_hospital,O2_0072,peri_urban,87,0,0,0,0,LOX_bulk_tank,0,0,0.9,0,2,4,0,0,1,0,0,1,0,0,not_applicable,2022,9,14,neonatal_respiratory,6,8,0,2,0,163.0,28.0,1,none,5
9775,district_hospital,O2_0153,rural,67,0,1,0,0,none,0,0,1.6,0,3,3,38,0,0,0,0,1,1,0,not_applicable,2023,11,7,pneumonia_adult,3,4,1,2,0,179.0,36.0,0,generator_only,67
9776,district_hospital,O2_0009,peri_urban,69,0,0,0,0,cylinder_portable,0,0,4.6,0,0,3,10,0,0,0,0,0,0,2,demand_surge,2023,1,14,severe_malaria,0,14,0,3,6,261.0,51.0,1,grid_reliable,40
9777,district_hospital,O2_0065,urban,33,0,0,0,0,cylinder_piped,0,0,1.7,0,3,4,2,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,1,13,neonatal_respiratory,0,13,0,4,6,129.0,48.0,0,grid_reliable,7
9778,district_hospital,O2_0083,peri_urban,90,0,0,0,0,cylinder_portable,0,0,1.0,0,4,4,9,0,0,0,0,0,0,1,power_outage,2024,6,15,other_hypoxemia,0,15,0,10,5,85.0,7.0,1,solar,62
9779,district_hospital,O2_0084,rural,61,0,0,0,0,cylinder_portable,0,0,2.1,0,3,4,13,0,1,1,0,0,0,6,cylinder_delivery_delay,2023,10,12,pneumonia_adult,0,12,0,4,3,178.0,33.0,0,grid_unreliable,12
9780,district_hospital,O2_0120,urban,28,0,0,0,0,oxygen_concentrator,1,0,2.9,0,3,3,7,0,1,1,0,1,0,0,not_applicable,2022,9,15,COVID19_severe,6,9,1,5,0,211.0,3.0,1,solar,7
9781,district_hospital,O2_0055,urban,27,0,0,0,0,oxygen_concentrator,3,1,8.1,1,5,1,6,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,8,9,severe_malaria,0,9,0,4,4,204.0,25.0,0,grid_reliable,9
9782,district_hospital,O2_0018,urban,38,0,0,0,0,cylinder_piped,1,0,33.6,1,2,2,37,0,0,0,0,0,0,1,concentrator_malfunction,2021,10,7,trauma,0,7,0,5,3,186.0,25.0,1,solar,3
9783,district_hospital,O2_0057,rural,20,0,1,0,0,cylinder_piped,0,0,6.8,0,2,0,13,0,0,0,0,1,0,0,not_applicable,2022,3,16,asthma_severe,3,13,1,5,0,251.0,14.0,0,none,1
9784,district_hospital,O2_0161,urban,5,0,0,0,0,oxygen_concentrator,3,1,3.1,0,9,2,25,0,0,0,0,1,0,4,concentrator_malfunction,2024,3,9,surgical_anaesthesia,6,3,0,2,0,131.0,7.0,0,grid_unreliable,35
9785,district_hospital,O2_0178,urban,27,0,0,0,0,oxygen_concentrator,5,2,16.5,0,0,9,13,0,0,0,0,0,0,4,regulator_valve_failure,2023,10,6,trauma,0,6,0,2,2,401.0,62.0,1,grid_unreliable,4
9786,district_hospital,O2_0032,rural,140,0,0,0,0,cylinder_piped,0,0,1.2,1,3,3,8,0,1,0,0,0,0,2,power_outage,2022,10,20,COPD_exacerbation,0,20,0,10,9,200.0,34.0,0,solar,6
9787,district_hospital,O2_0147,rural,86,0,1,0,0,cylinder_piped,0,0,0.5,0,4,5,46,0,1,0,0,1,0,0,not_applicable,2022,2,21,surgical_anaesthesia,10,11,1,7,0,160.0,109.0,0,grid_unreliable,17
9788,district_hospital,O2_0190,rural,96,0,0,0,0,cylinder_portable,0,0,6.3,1,1,6,38,0,1,1,0,1,0,0,not_applicable,2022,5,9,surgical_anaesthesia,4,5,0,3,0,319.0,46.0,0,grid_unreliable,10
9789,district_hospital,O2_0188,peri_urban,43,0,0,0,0,cylinder_portable,0,0,3.8,0,1,4,3,0,0,0,0,1,1,0,not_applicable,2023,8,18,other_hypoxemia,7,11,0,3,0,245.0,2.0,0,solar,9
9790,district_hospital,O2_0038,rural,35,0,1,0,0,oxygen_concentrator,0,0,10.1,0,4,6,3,0,1,0,0,1,0,0,not_applicable,2023,4,10,pneumonia_adult,6,4,1,1,0,246.0,79.0,0,generator_only,2
9791,district_hospital,O2_0090,urban,14,0,0,0,0,oxygen_concentrator,0,0,2.0,1,0,6,5,0,0,0,0,1,0,0,not_applicable,2024,6,13,other_hypoxemia,5,8,0,3,0,109.0,21.0,0,none,15
9792,district_hospital,O2_0039,urban,98,0,0,0,0,oxygen_concentrator,0,0,18.5,0,1,5,18,0,0,0,0,0,0,2,cylinder_delivery_delay,2024,4,8,neonatal_respiratory,0,8,0,2,2,283.0,162.0,1,none,2
9793,district_hospital,O2_0027,rural,31,0,0,0,0,oxygen_concentrator,2,1,1.0,0,2,4,2,0,0,0,0,1,1,0,not_applicable,2023,3,15,pneumonia_adult,2,13,0,5,0,123.0,26.0,1,grid_unreliable,10
9794,district_hospital,O2_0028,rural,5,0,0,0,0,PSA_plant_onsite,0,0,5.9,0,2,5,8,1,1,0,0,1,1,0,not_applicable,2023,3,14,heart_failure,10,4,0,2,0,277.0,1.0,1,grid_unreliable,2
9795,district_hospital,O2_0036,peri_urban,51,0,0,0,0,none,0,0,6.8,0,4,6,25,0,0,0,0,1,1,0,not_applicable,2023,7,11,severe_malaria,2,9,1,3,0,245.0,44.0,1,grid_unreliable,3
9796,district_hospital,O2_0125,peri_urban,85,0,0,0,0,oxygen_concentrator,4,1,5.1,0,2,3,12,0,0,0,0,0,0,18,cylinder_delivery_delay,2021,1,13,pneumonia_child,0,13,0,2,4,255.0,6.0,0,none,5
9797,district_hospital,O2_0084,urban,75,0,0,0,0,oxygen_concentrator,4,1,2.3,0,4,5,17,0,0,0,0,1,1,0,not_applicable,2024,7,7,severe_malaria,5,2,0,1,0,245.0,16.0,0,generator_only,19
9798,district_hospital,O2_0005,peri_urban,19,0,0,0,0,oxygen_concentrator,0,0,7.1,0,2,4,8,0,1,1,1,1,1,0,not_applicable,2024,2,13,severe_malaria,5,8,1,2,0,132.0,42.0,0,solar,23
9799,district_hospital,O2_0068,urban,59,0,0,0,0,cylinder_portable,0,0,1.3,0,1,6,3,0,1,1,0,1,1,0,not_applicable,2024,3,10,pneumonia_adult,2,8,0,3,0,324.0,2.0,0,none,3
9800,district_hospital,O2_0188,urban,22,0,0,0,0,cylinder_piped,0,0,0.3,0,0,6,2,0,0,0,0,0,0,20,power_outage,2021,1,19,heart_failure,0,19,0,9,5,59.0,44.0,1,generator_only,32
9801,district_hospital,O2_0003,rural,75,0,0,0,0,oxygen_concentrator,3,1,2.3,0,2,3,50,0,1,0,0,1,1,7,cylinder_delivery_delay,2022,5,14,COPD_exacerbation,3,11,0,6,0,263.0,7.0,0,grid_unreliable,16
9802,district_hospital,O2_0152,rural,92,0,0,0,0,none,2,0,9.1,0,4,5,4,0,0,0,0,1,0,0,not_applicable,2023,12,7,neonatal_respiratory,2,5,0,3,0,130.0,47.0,1,grid_unreliable,5
9803,district_hospital,O2_0091,rural,67,0,0,0,0,oxygen_concentrator,0,0,0.3,0,2,4,21,0,1,1,0,1,1,0,not_applicable,2021,12,10,COVID19_severe,5,5,1,0,0,187.0,151.0,0,none,1
9804,district_hospital,O2_0061,rural,52,0,0,0,0,cylinder_portable,0,0,1.6,0,4,4,22,0,1,0,0,1,0,0,not_applicable,2022,1,12,COPD_exacerbation,6,6,0,2,0,49.0,11.0,0,none,18
9805,district_hospital,O2_0046,peri_urban,80,0,0,0,0,cylinder_portable,0,0,13.3,0,2,6,4,0,0,0,0,1,0,0,not_applicable,2021,4,12,pneumonia_adult,2,10,0,2,0,255.0,1.0,0,solar,25
9806,district_hospital,O2_0123,peri_urban,91,0,0,0,0,oxygen_concentrator,1,0,3.2,0,2,6,7,0,0,0,0,0,0,1,cylinder_delivery_delay,2021,10,13,sepsis,0,13,0,5,2,223.0,28.0,0,grid_unreliable,37
9807,district_hospital,O2_0044,rural,113,0,0,0,0,oxygen_concentrator,5,2,14.4,0,2,3,13,0,0,0,0,0,0,19,funding_for_refill,2023,11,14,surgical_anaesthesia,0,14,0,6,6,42.0,141.0,1,solar,2
9808,district_hospital,O2_0039,rural,21,0,0,0,0,cylinder_portable,0,0,4.5,1,4,4,42,0,1,1,0,0,0,15,cylinder_delivery_delay,2023,12,12,pneumonia_child,0,12,0,7,2,107.0,0.0,1,grid_unreliable,31
9809,district_hospital,O2_0169,urban,7,0,0,0,0,oxygen_concentrator,2,1,7.7,0,1,1,3,0,0,0,0,1,1,0,not_applicable,2024,5,20,COPD_exacerbation,5,15,0,10,0,145.0,71.0,1,none,14
9810,district_hospital,O2_0126,urban,73,0,0,0,0,none,0,0,6.7,0,6,4,4,0,0,0,0,0,0,16,power_outage,2022,12,9,severe_malaria,0,9,0,6,2,268.0,27.0,0,none,17
9811,district_hospital,O2_0091,peri_urban,84,0,0,0,0,cylinder_piped,0,0,3.9,1,6,1,29,0,0,0,0,0,0,10,piping_system_leak,2023,2,11,pneumonia_adult,0,11,0,4,5,267.0,70.0,0,generator_only,4
9812,district_hospital,O2_0194,rural,5,0,0,0,0,cylinder_portable,0,0,9.4,0,5,9,9,0,1,1,0,1,0,0,not_applicable,2024,1,9,other_hypoxemia,5,4,0,3,0,123.0,4.0,0,none,31
9813,district_hospital,O2_0014,urban,116,0,0,0,0,cylinder_portable,0,0,6.8,0,3,3,13,0,0,0,0,1,1,1,concentrator_malfunction,2022,12,12,pneumonia_child,8,4,0,2,0,364.0,23.0,0,generator_only,3
9814,district_hospital,O2_0171,rural,91,0,0,0,0,cylinder_portable,0,0,9.4,0,3,6,0,0,0,0,0,0,0,30,PSA_plant_breakdown,2022,7,8,trauma,0,8,0,4,3,261.0,4.0,0,grid_unreliable,1
9815,district_hospital,O2_0169,urban,72,0,0,0,0,oxygen_concentrator,7,1,7.5,0,3,3,14,0,0,0,0,0,0,6,concentrator_malfunction,2021,10,12,pneumonia_adult,0,12,0,7,4,380.0,9.0,1,solar,1
9816,district_hospital,O2_0127,peri_urban,64,0,0,1,0,none,0,0,7.2,0,3,4,0,0,0,0,0,0,0,5,funding_for_refill,2021,9,8,severe_malaria,0,8,0,2,2,224.0,23.0,0,grid_unreliable,5
9817,district_hospital,O2_0118,peri_urban,69,0,0,0,0,cylinder_portable,0,0,5.1,0,6,5,29,0,0,0,0,1,1,0,not_applicable,2023,7,9,other_hypoxemia,4,5,1,2,0,117.0,76.0,1,none,17
9818,district_hospital,O2_0126,rural,106,0,0,0,0,none,0,0,5.1,0,1,3,11,0,0,0,0,0,0,22,cylinder_delivery_delay,2022,7,13,neonatal_respiratory,0,13,0,6,5,144.0,0.0,0,none,15
9819,district_hospital,O2_0164,rural,70,0,0,0,0,oxygen_concentrator,3,1,4.2,0,4,5,34,0,1,0,0,1,1,0,not_applicable,2023,9,13,severe_malaria,9,4,1,4,0,208.0,15.0,1,generator_only,0
9820,district_hospital,O2_0104,peri_urban,49,0,0,0,0,oxygen_concentrator,1,0,2.6,0,4,4,15,0,0,0,0,0,0,9,demand_surge,2023,3,8,pneumonia_child,0,8,0,4,3,242.0,43.0,1,grid_unreliable,3
9821,district_hospital,O2_0143,rural,20,0,0,0,0,none,0,0,14.2,0,5,5,0,0,0,0,0,0,0,4,no_oxygen_source,2024,4,20,pneumonia_adult,0,20,0,6,6,125.0,79.0,1,generator_only,5
9822,district_hospital,O2_0055,urban,63,0,0,0,0,cylinder_portable,3,1,7.8,0,0,8,13,0,1,1,0,1,1,0,not_applicable,2023,5,9,sepsis,5,4,0,2,0,243.0,29.0,0,grid_unreliable,57
9823,district_hospital,O2_0025,rural,55,0,0,1,0,oxygen_concentrator,0,0,0.3,1,8,3,9,0,0,0,0,0,0,21,piping_system_leak,2023,8,9,severe_malaria,0,9,0,4,3,351.0,49.0,1,grid_unreliable,42
9824,district_hospital,O2_0152,peri_urban,31,0,0,0,0,oxygen_concentrator,1,0,6.1,0,5,2,8,0,0,0,0,0,0,2,supplier_stockout,2023,11,10,pneumonia_child,0,10,0,4,1,158.0,119.0,1,none,22
9825,district_hospital,O2_0016,rural,33,1,0,0,0,cylinder_portable,0,0,2.7,0,2,4,14,0,0,0,0,1,1,2,funding_for_refill,2023,4,13,heart_failure,5,8,0,2,0,46.0,54.0,0,none,9
9826,district_hospital,O2_0175,peri_urban,23,0,0,0,0,cylinder_portable,0,0,0.8,0,3,3,29,0,1,0,0,0,0,4,supplier_stockout,2023,12,16,pneumonia_child,0,16,0,5,7,225.0,101.0,0,generator_only,5
9827,district_hospital,O2_0136,urban,158,1,0,0,0,cylinder_piped,0,0,5.2,0,3,6,65,0,0,0,0,1,1,0,not_applicable,2023,11,10,COVID19_severe,4,6,1,0,0,100.0,5.0,1,none,6
9828,district_hospital,O2_0167,rural,86,0,1,0,1,LOX_bulk_tank,2,1,9.3,1,1,1,60,0,1,1,0,0,0,2,funding_for_refill,2023,9,9,asthma_severe,0,9,0,4,0,245.0,14.0,0,grid_unreliable,6
9829,district_hospital,O2_0092,peri_urban,62,0,0,0,0,cylinder_portable,2,1,13.1,0,6,9,20,0,0,0,0,1,1,0,not_applicable,2022,11,18,neonatal_respiratory,7,11,1,8,0,88.0,10.0,0,grid_unreliable,27
9830,district_hospital,O2_0181,peri_urban,112,0,0,0,0,oxygen_concentrator,0,0,1.3,0,3,2,21,0,1,1,0,0,0,14,concentrator_malfunction,2024,3,12,pneumonia_child,0,12,0,8,2,142.0,17.0,1,none,4
9831,district_hospital,O2_0166,rural,17,0,0,0,0,cylinder_piped,2,0,1.3,0,0,2,1,0,1,0,0,0,0,22,funding_for_refill,2022,2,8,pneumonia_adult,0,8,0,3,1,247.0,6.0,0,none,11
9832,district_hospital,O2_0155,peri_urban,81,0,0,0,0,cylinder_piped,0,0,1.5,0,2,4,35,0,0,0,0,1,1,0,not_applicable,2023,6,17,pneumonia_child,6,11,0,4,0,131.0,19.0,1,generator_only,11
9833,district_hospital,O2_0163,rural,59,0,0,0,0,oxygen_concentrator,0,0,8.0,0,0,9,4,0,0,0,0,1,1,0,not_applicable,2023,10,8,pneumonia_adult,1,7,0,2,0,223.0,131.0,0,none,3
9834,district_hospital,O2_0080,peri_urban,32,0,0,0,0,cylinder_piped,2,1,1.0,0,5,3,18,0,0,0,0,0,0,2,PSA_plant_breakdown,2024,4,16,pneumonia_adult,0,16,0,6,2,168.0,42.0,0,solar,0
9835,district_hospital,O2_0188,urban,13,0,0,0,0,oxygen_concentrator,1,0,1.4,0,5,5,4,0,0,0,0,1,1,0,not_applicable,2023,6,12,surgical_anaesthesia,5,7,1,4,0,262.0,61.0,0,grid_unreliable,10
9836,district_hospital,O2_0017,rural,50,0,0,0,0,cylinder_portable,0,0,0.5,0,1,1,54,0,1,0,0,1,1,0,not_applicable,2024,10,12,COVID19_severe,6,6,1,2,0,272.0,23.0,0,none,2
9837,district_hospital,O2_0098,rural,54,0,0,0,0,oxygen_concentrator,1,0,5.8,1,1,5,43,0,1,0,0,1,0,0,not_applicable,2022,10,19,heart_failure,7,12,0,4,0,70.0,49.0,0,grid_unreliable,1
9838,district_hospital,O2_0131,rural,5,0,0,0,0,oxygen_concentrator,4,2,0.6,1,4,4,23,0,0,0,0,1,1,0,not_applicable,2024,2,17,heart_failure,7,10,0,5,0,322.0,25.0,1,none,38
9839,district_hospital,O2_0136,rural,98,0,0,0,0,oxygen_concentrator,1,0,14.2,0,3,7,16,0,0,0,0,0,0,14,power_outage,2024,5,11,pneumonia_adult,0,11,0,3,0,252.0,182.0,0,grid_unreliable,4
9840,district_hospital,O2_0050,urban,8,0,0,0,0,oxygen_concentrator,3,2,1.9,1,7,2,6,0,0,0,0,1,1,0,not_applicable,2021,8,12,trauma,7,5,0,2,0,31.0,2.0,0,grid_unreliable,13
9841,district_hospital,O2_0040,peri_urban,14,0,0,1,0,cylinder_piped,0,0,1.4,1,0,2,0,0,0,0,0,0,0,3,power_outage,2021,8,16,trauma,0,16,0,7,5,111.0,62.0,0,solar,3
9842,district_hospital,O2_0111,peri_urban,5,0,0,0,0,cylinder_portable,0,0,0.6,0,3,6,0,0,0,0,0,0,0,22,power_outage,2024,9,9,surgical_anaesthesia,0,9,0,5,3,210.0,223.0,0,solar,5
9843,district_hospital,O2_0042,rural,66,0,0,0,0,LOX_bulk_tank,0,0,3.9,0,2,5,15,0,0,0,0,0,0,9,no_oxygen_source,2022,9,9,heart_failure,0,9,0,5,3,110.0,42.0,0,grid_reliable,18
9844,district_hospital,O2_0105,peri_urban,38,0,0,0,0,oxygen_concentrator,0,0,0.9,0,4,5,28,0,0,0,0,0,0,14,concentrator_malfunction,2023,5,8,pneumonia_adult,0,8,0,4,1,328.0,105.0,1,grid_unreliable,10
9845,district_hospital,O2_0052,rural,6,0,0,0,0,cylinder_portable,0,0,6.9,0,6,7,10,0,1,1,0,0,0,10,concentrator_malfunction,2021,10,9,surgical_anaesthesia,0,9,0,2,4,129.0,39.0,1,grid_unreliable,33
9846,district_hospital,O2_0092,peri_urban,68,0,0,0,0,oxygen_concentrator,0,0,2.0,0,3,4,10,0,1,0,0,1,1,0,not_applicable,2023,7,12,severe_malaria,1,11,0,6,0,219.0,74.0,0,grid_reliable,2
9847,district_hospital,O2_0125,rural,31,0,1,0,0,cylinder_portable,0,0,3.7,0,2,2,9,0,0,0,0,0,0,5,empty_cylinders_not_collected,2021,11,6,trauma,0,6,0,0,2,278.0,19.0,0,generator_only,26
9848,district_hospital,O2_0140,rural,52,0,0,0,0,oxygen_concentrator,3,2,1.0,0,1,6,7,0,0,0,0,1,0,0,not_applicable,2021,4,16,COPD_exacerbation,2,14,1,7,0,263.0,35.0,0,none,31
9849,district_hospital,O2_0057,rural,77,0,0,0,0,oxygen_concentrator,0,0,0.6,0,2,5,15,0,1,0,0,1,1,0,not_applicable,2023,6,13,pneumonia_adult,6,7,0,1,0,185.0,22.0,0,grid_unreliable,12
9850,district_hospital,O2_0178,peri_urban,36,0,0,0,0,cylinder_piped,0,0,5.9,0,5,5,17,0,1,0,0,0,0,8,PSA_plant_breakdown,2024,5,21,surgical_anaesthesia,0,21,0,11,4,240.0,51.0,0,generator_only,36
9851,district_hospital,O2_0123,peri_urban,104,0,0,0,1,cylinder_portable,0,0,8.8,1,2,2,5,0,0,0,0,1,0,0,not_applicable,2024,10,11,pneumonia_child,4,7,0,3,0,298.0,71.0,0,none,33
9852,district_hospital,O2_0152,rural,5,0,0,0,0,oxygen_concentrator,0,0,1.3,0,2,9,10,0,0,0,0,0,0,13,concentrator_malfunction,2024,1,10,pneumonia_child,0,10,0,8,2,166.0,22.0,0,none,29
9853,district_hospital,O2_0033,urban,121,0,1,0,0,cylinder_portable,0,0,5.2,0,4,6,36,0,0,0,0,1,1,0,not_applicable,2021,9,18,trauma,11,7,0,3,0,290.0,127.0,1,solar,6
9854,district_hospital,O2_0025,rural,20,0,0,0,0,oxygen_concentrator,1,0,7.6,1,3,4,1,0,1,1,0,0,0,3,cylinder_delivery_delay,2023,1,6,sepsis,0,6,0,2,1,112.0,19.0,1,generator_only,3
9855,district_hospital,O2_0164,peri_urban,113,0,0,0,0,oxygen_concentrator,1,0,7.3,0,5,5,8,0,0,0,0,0,0,30,power_outage,2022,4,15,severe_malaria,0,15,0,9,4,390.0,27.0,1,grid_unreliable,12
9856,district_hospital,O2_0057,peri_urban,150,0,0,0,0,oxygen_concentrator,3,1,4.3,1,3,3,12,0,0,0,0,0,0,11,power_outage,2023,8,11,COPD_exacerbation,0,11,0,4,4,251.0,31.0,0,grid_unreliable,1
9857,district_hospital,O2_0129,rural,81,0,0,0,0,cylinder_portable,0,0,7.0,0,5,2,44,0,0,0,0,0,0,14,power_outage,2021,11,12,pneumonia_adult,0,12,0,4,5,218.0,42.0,0,solar,4
9858,district_hospital,O2_0144,peri_urban,48,0,0,0,0,cylinder_portable,0,0,11.1,0,2,4,86,0,1,0,0,1,1,0,not_applicable,2024,2,8,heart_failure,4,4,0,1,0,319.0,182.0,0,grid_unreliable,6
9859,district_hospital,O2_0075,urban,64,0,0,0,0,cylinder_portable,0,0,2.1,0,1,5,17,0,0,0,0,1,1,0,not_applicable,2024,10,17,COVID19_severe,5,12,0,3,0,133.0,16.0,1,none,4
9860,district_hospital,O2_0102,urban,67,0,0,0,0,cylinder_portable,0,0,2.8,0,2,4,1,0,0,0,0,0,0,21,no_oxygen_source,2023,12,19,pneumonia_adult,0,19,0,11,2,133.0,58.0,0,grid_unreliable,38
9861,district_hospital,O2_0056,rural,29,0,0,0,0,cylinder_portable,3,1,2.0,0,2,4,21,0,1,0,0,0,0,30,demand_surge,2022,3,14,pneumonia_adult,0,14,0,5,1,168.0,16.0,1,grid_reliable,3
9862,district_hospital,O2_0167,urban,39,0,0,0,0,cylinder_portable,0,0,2.8,1,5,3,7,0,0,0,0,0,0,1,concentrator_malfunction,2024,12,15,pneumonia_child,0,15,0,8,5,63.0,30.0,0,none,7
9863,district_hospital,O2_0123,peri_urban,14,0,0,0,0,cylinder_portable,0,0,2.8,0,1,1,9,0,1,0,0,0,0,13,power_outage,2021,8,10,neonatal_respiratory,0,10,0,5,2,275.0,18.0,1,grid_reliable,5
9864,district_hospital,O2_0018,rural,31,0,0,0,0,oxygen_concentrator,3,0,11.2,0,2,4,26,0,1,1,0,0,0,10,power_outage,2023,10,13,COVID19_severe,0,13,0,10,3,109.0,7.0,0,none,41
9865,district_hospital,O2_0062,rural,87,0,0,0,0,cylinder_portable,0,0,14.7,0,0,5,4,0,1,1,0,0,0,24,PSA_plant_breakdown,2023,10,13,sepsis,0,13,0,5,2,264.0,33.0,0,grid_unreliable,0
9866,district_hospital,O2_0191,peri_urban,125,0,0,0,0,LOX_bulk_tank,0,0,8.8,0,1,5,24,0,1,1,0,1,1,2,power_outage,2021,8,9,pneumonia_child,3,6,0,2,0,231.0,4.0,0,grid_unreliable,10
9867,district_hospital,O2_0169,rural,66,0,0,1,0,oxygen_concentrator,3,0,12.7,0,1,0,22,0,0,0,0,0,0,18,funding_for_refill,2021,10,16,sepsis,0,16,0,3,5,235.0,34.0,1,grid_unreliable,34
9868,district_hospital,O2_0139,peri_urban,57,0,0,0,0,cylinder_portable,0,0,1.0,0,3,4,21,0,0,0,0,1,0,0,not_applicable,2022,12,12,asthma_severe,2,10,0,5,0,198.0,30.0,1,grid_reliable,3
9869,district_hospital,O2_0091,peri_urban,70,0,0,0,0,oxygen_concentrator,2,0,1.5,0,3,5,8,0,1,0,0,0,0,22,concentrator_malfunction,2024,11,7,asthma_severe,0,7,0,4,3,232.0,3.0,0,none,9
9870,district_hospital,O2_0015,rural,5,0,0,0,0,LOX_bulk_tank,0,0,5.2,0,2,4,45,0,0,0,0,0,0,10,power_outage,2023,6,8,neonatal_respiratory,0,8,0,2,2,52.0,20.0,1,grid_reliable,8
9871,district_hospital,O2_0159,rural,125,0,1,0,0,oxygen_concentrator,1,0,5.6,0,3,4,42,0,0,0,0,1,1,0,not_applicable,2021,12,12,other_hypoxemia,4,8,0,5,0,96.0,64.0,1,generator_only,19
9872,district_hospital,O2_0183,peri_urban,126,0,0,0,0,LOX_bulk_tank,0,0,2.2,0,0,8,18,0,1,0,0,0,0,28,PSA_plant_breakdown,2023,7,25,pneumonia_child,0,25,0,9,7,269.0,2.0,0,solar,0
9873,district_hospital,O2_0107,peri_urban,54,0,0,0,0,oxygen_concentrator,1,0,1.3,0,2,6,38,0,0,0,0,0,0,15,PSA_plant_breakdown,2021,1,16,neonatal_respiratory,0,16,0,8,2,200.0,34.0,0,grid_unreliable,41
9874,district_hospital,O2_0026,rural,72,0,0,0,0,cylinder_piped,0,0,3.6,0,2,1,24,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,11,18,surgical_anaesthesia,0,18,0,7,6,209.0,40.0,0,none,19
9875,district_hospital,O2_0073,rural,72,0,0,0,0,oxygen_concentrator,2,0,4.2,0,1,7,11,0,1,0,0,0,0,4,funding_for_refill,2022,3,10,other_hypoxemia,0,10,0,9,1,188.0,47.0,0,solar,69
9876,district_hospital,O2_0086,rural,56,0,0,0,0,oxygen_concentrator,3,1,4.8,0,0,6,13,0,0,0,0,0,0,25,power_outage,2023,7,9,sepsis,0,9,0,4,3,303.0,27.0,1,grid_unreliable,13
9877,district_hospital,O2_0015,peri_urban,75,0,0,0,0,oxygen_concentrator,3,1,0.2,0,1,5,13,0,1,1,0,1,1,0,not_applicable,2023,4,11,pneumonia_adult,5,6,1,4,0,194.0,26.0,1,generator_only,1
9878,district_hospital,O2_0148,peri_urban,66,0,0,0,0,cylinder_piped,0,0,2.3,0,6,3,5,0,0,0,0,1,1,3,concentrator_malfunction,2022,12,10,surgical_anaesthesia,4,6,0,2,0,232.0,5.0,0,grid_unreliable,3
9879,district_hospital,O2_0069,rural,52,0,0,0,0,oxygen_concentrator,4,0,0.5,0,4,6,10,0,1,0,0,0,0,6,cylinder_delivery_delay,2023,12,13,other_hypoxemia,0,13,0,5,0,295.0,119.0,0,grid_unreliable,0
9880,district_hospital,O2_0086,peri_urban,78,0,0,0,0,oxygen_concentrator,5,1,1.7,1,9,3,8,0,0,0,0,1,1,0,not_applicable,2022,11,8,pneumonia_adult,4,4,0,3,0,162.0,9.0,0,none,12
9881,district_hospital,O2_0194,peri_urban,22,0,0,0,0,none,0,0,3.4,0,4,2,7,0,0,0,0,0,0,6,cylinder_delivery_delay,2022,11,13,pneumonia_child,0,13,0,6,6,239.0,36.0,0,generator_only,7
9882,district_hospital,O2_0163,urban,62,0,0,0,0,oxygen_concentrator,2,1,6.0,0,6,2,38,0,1,0,0,0,0,30,power_outage,2022,1,8,heart_failure,0,8,0,2,2,6.0,16.0,0,none,0
9883,district_hospital,O2_0042,peri_urban,30,0,0,0,0,cylinder_piped,0,0,0.3,0,3,0,6,0,0,0,0,0,0,15,piping_system_leak,2021,11,12,trauma,0,12,0,6,7,124.0,17.0,0,grid_unreliable,22
9884,district_hospital,O2_0175,rural,108,0,0,0,0,oxygen_concentrator,2,1,1.2,0,2,3,0,0,0,0,0,0,0,12,cylinder_delivery_delay,2022,2,5,COPD_exacerbation,0,5,0,2,1,134.0,76.0,1,none,4
9885,district_hospital,O2_0141,peri_urban,83,0,0,0,0,none,1,0,2.1,0,2,2,13,0,0,0,0,1,1,0,not_applicable,2021,4,11,heart_failure,5,6,1,4,0,272.0,20.0,1,none,2
9886,district_hospital,O2_0001,peri_urban,30,1,0,0,0,oxygen_concentrator,4,1,1.9,0,2,3,32,0,1,0,0,1,1,3,supplier_stockout,2023,7,10,pneumonia_child,4,6,0,3,0,200.0,54.0,0,generator_only,17
9887,district_hospital,O2_0116,rural,66,0,0,0,0,oxygen_concentrator,3,0,2.5,0,3,4,15,0,0,0,0,0,0,8,power_outage,2024,1,12,pneumonia_child,0,12,0,7,5,191.0,29.0,1,none,34
9888,district_hospital,O2_0076,urban,104,0,0,0,0,oxygen_concentrator,1,0,2.7,0,2,2,22,0,0,0,0,1,0,0,not_applicable,2021,12,6,COPD_exacerbation,3,3,1,1,0,181.0,8.0,0,none,5
9889,district_hospital,O2_0026,rural,5,0,0,0,0,none,0,0,0.4,0,4,5,6,0,0,0,0,0,0,9,no_oxygen_source,2022,11,9,sepsis,0,9,0,6,3,323.0,4.0,0,solar,16
9890,district_hospital,O2_0044,urban,69,0,0,0,0,cylinder_piped,3,2,0.8,0,2,3,9,0,0,0,0,1,1,1,concentrator_malfunction,2024,11,15,pneumonia_adult,9,6,0,2,0,236.0,11.0,1,generator_only,39
9891,district_hospital,O2_0016,rural,91,0,0,0,0,LOX_bulk_tank,0,0,2.0,1,5,4,55,0,0,0,0,0,0,3,empty_cylinders_not_collected,2024,8,16,pneumonia_adult,0,16,0,6,7,88.0,5.0,1,none,4
9892,district_hospital,O2_0135,peri_urban,96,0,0,0,0,cylinder_portable,0,0,1.8,0,1,2,8,0,0,0,0,0,0,8,cylinder_delivery_delay,2024,4,6,pneumonia_adult,0,6,0,3,1,161.0,3.0,1,grid_unreliable,40
9893,district_hospital,O2_0109,rural,98,0,0,0,0,oxygen_concentrator,3,0,3.6,0,1,4,15,0,0,0,0,0,0,9,cylinder_delivery_delay,2023,9,9,COVID19_severe,0,9,0,2,2,268.0,140.0,0,grid_unreliable,1
9894,district_hospital,O2_0042,peri_urban,33,0,0,0,0,none,0,0,0.6,0,2,4,17,0,0,0,0,1,0,0,not_applicable,2024,4,9,pneumonia_child,4,5,1,3,0,342.0,4.0,0,solar,2
9895,district_hospital,O2_0156,peri_urban,69,0,0,0,0,oxygen_concentrator,2,0,0.9,0,3,7,33,0,0,0,0,1,0,0,not_applicable,2023,10,10,heart_failure,4,6,1,2,0,204.0,10.0,0,grid_unreliable,4
9896,district_hospital,O2_0009,rural,35,0,0,0,0,none,0,0,1.0,0,2,5,1,0,0,0,0,1,1,0,not_applicable,2022,6,9,severe_malaria,4,5,1,0,0,294.0,38.0,1,generator_only,3
9897,district_hospital,O2_0009,rural,12,0,0,0,0,cylinder_portable,0,0,6.9,0,1,2,4,0,0,0,0,1,0,0,not_applicable,2024,5,19,pneumonia_adult,14,5,1,2,0,175.0,5.0,0,grid_unreliable,59
9898,district_hospital,O2_0182,rural,62,0,0,0,0,cylinder_piped,2,1,2.0,0,4,8,15,0,0,0,0,0,0,10,power_outage,2022,7,14,other_hypoxemia,0,14,0,5,4,96.0,39.0,0,none,1
9899,district_hospital,O2_0070,peri_urban,76,1,0,0,0,none,0,0,0.1,0,3,2,16,0,0,0,0,1,1,2,demand_surge,2023,6,10,COVID19_severe,5,5,0,1,0,290.0,1.0,0,generator_only,22
9900,district_hospital,O2_0139,peri_urban,77,1,0,0,0,cylinder_piped,2,0,4.8,0,3,6,6,0,0,0,0,1,1,12,concentrator_malfunction,2023,3,9,COPD_exacerbation,5,4,1,3,0,222.0,21.0,1,grid_unreliable,27
9901,district_hospital,O2_0012,urban,63,0,0,0,0,cylinder_portable,0,0,5.6,0,3,5,0,0,1,0,0,1,0,0,not_applicable,2024,7,15,COVID19_severe,10,5,0,1,0,147.0,41.0,0,solar,19
9902,district_hospital,O2_0029,rural,101,0,0,0,0,cylinder_portable,0,0,3.6,0,0,4,9,0,1,1,0,1,1,0,not_applicable,2023,12,13,pneumonia_adult,6,7,0,4,0,287.0,41.0,0,solar,62
9903,district_hospital,O2_0135,urban,70,0,0,0,0,cylinder_portable,0,0,1.8,0,3,8,13,0,0,0,0,0,0,8,supplier_stockout,2023,11,10,asthma_severe,0,10,0,3,1,328.0,122.0,0,none,43
9904,district_hospital,O2_0113,peri_urban,46,0,0,0,0,cylinder_portable,0,0,1.1,0,1,5,15,0,0,0,0,0,0,17,power_outage,2021,2,11,heart_failure,0,11,0,5,0,230.0,49.0,0,generator_only,0
9905,district_hospital,O2_0061,peri_urban,5,0,0,0,0,cylinder_portable,1,0,6.1,0,3,3,28,0,0,0,0,1,1,0,not_applicable,2022,2,13,trauma,8,5,0,2,0,270.0,61.0,1,grid_unreliable,9
9906,district_hospital,O2_0057,urban,51,0,0,0,0,oxygen_concentrator,0,0,3.1,1,3,6,56,0,0,0,0,1,1,9,empty_cylinders_not_collected,2023,4,9,pneumonia_adult,6,3,0,2,0,121.0,13.0,0,grid_unreliable,2
9907,district_hospital,O2_0110,peri_urban,71,0,0,0,0,oxygen_concentrator,3,1,1.8,0,3,2,19,0,1,0,0,0,0,22,cylinder_delivery_delay,2021,1,12,pneumonia_adult,0,12,0,4,4,256.0,18.0,0,none,12
9908,district_hospital,O2_0140,peri_urban,77,0,0,0,0,cylinder_piped,0,0,0.9,0,5,2,10,0,1,0,0,0,0,13,funding_for_refill,2024,5,14,neonatal_respiratory,0,14,0,7,1,175.0,69.0,0,grid_reliable,19
9909,district_hospital,O2_0019,rural,53,0,0,0,0,cylinder_portable,0,0,1.9,0,2,5,5,0,1,0,0,0,0,18,cylinder_delivery_delay,2024,11,7,asthma_severe,0,7,0,2,3,321.0,100.0,1,grid_unreliable,20
9910,district_hospital,O2_0148,peri_urban,40,0,0,1,0,cylinder_portable,0,0,5.5,0,3,1,19,0,0,0,0,1,1,0,not_applicable,2021,8,12,pneumonia_child,3,9,0,4,0,211.0,25.0,0,solar,2
9911,district_hospital,O2_0040,rural,73,0,0,0,0,LOX_bulk_tank,0,0,9.4,0,2,2,6,0,0,0,0,1,1,0,not_applicable,2024,6,12,pneumonia_child,5,7,1,3,0,150.0,6.0,1,none,38
9912,district_hospital,O2_0129,peri_urban,70,0,0,0,0,cylinder_portable,0,0,0.8,0,8,5,1,0,0,0,0,0,0,19,regulator_valve_failure,2022,2,15,COVID19_severe,0,15,0,4,4,162.0,120.0,0,grid_reliable,0
9913,district_hospital,O2_0009,urban,54,0,0,0,0,cylinder_piped,0,0,2.6,0,3,6,11,0,0,0,0,0,0,14,power_outage,2024,5,11,pneumonia_child,0,11,0,6,1,241.0,51.0,1,generator_only,3
9914,district_hospital,O2_0017,urban,80,0,0,0,0,cylinder_portable,0,0,6.1,0,2,5,19,0,1,1,0,0,0,20,concentrator_malfunction,2022,4,16,pneumonia_child,0,16,0,8,13,243.0,29.0,0,none,29
9915,district_hospital,O2_0176,peri_urban,41,0,0,0,0,cylinder_portable,2,1,17.1,0,3,1,24,0,0,0,0,1,1,0,not_applicable,2024,1,10,surgical_anaesthesia,5,5,0,3,0,282.0,21.0,0,solar,6
9916,district_hospital,O2_0134,peri_urban,70,0,0,0,0,none,0,0,4.9,1,8,4,53,0,1,1,0,1,1,0,not_applicable,2023,11,9,other_hypoxemia,5,4,1,2,0,234.0,8.0,0,grid_unreliable,11
9917,district_hospital,O2_0103,rural,56,0,0,0,0,LOX_bulk_tank,0,0,5.6,0,3,2,35,0,1,1,0,0,0,1,power_outage,2023,2,10,neonatal_respiratory,0,10,0,7,3,161.0,68.0,0,grid_unreliable,6
9918,district_hospital,O2_0058,rural,44,0,0,0,0,oxygen_concentrator,0,0,15.0,0,5,7,4,0,1,0,0,0,0,30,PSA_plant_breakdown,2024,8,15,pneumonia_child,0,15,0,9,3,189.0,4.0,1,grid_unreliable,24
9919,district_hospital,O2_0049,rural,56,0,0,1,0,cylinder_portable,0,0,2.2,0,4,4,12,0,0,0,0,1,1,0,not_applicable,2021,9,15,pneumonia_child,6,9,0,2,0,233.0,11.0,0,solar,10
9920,district_hospital,O2_0046,peri_urban,92,0,0,0,0,oxygen_concentrator,2,0,3.9,0,1,3,50,0,0,0,0,1,1,2,PSA_plant_breakdown,2024,8,16,COVID19_severe,6,10,0,7,0,167.0,63.0,1,generator_only,23
9921,district_hospital,O2_0167,rural,141,0,1,0,0,cylinder_portable,0,0,8.6,0,1,7,45,0,0,0,0,1,0,0,not_applicable,2023,11,9,pneumonia_adult,4,5,1,1,0,275.0,23.0,0,none,28
9922,district_hospital,O2_0079,urban,113,0,0,0,0,cylinder_portable,3,2,1.7,0,4,4,12,0,0,0,0,0,0,13,empty_cylinders_not_collected,2021,1,19,neonatal_respiratory,0,19,0,9,0,243.0,69.0,0,grid_unreliable,14
9923,district_hospital,O2_0014,rural,34,0,0,0,0,oxygen_concentrator,1,0,1.1,0,3,6,7,0,1,1,0,0,0,8,concentrator_malfunction,2022,1,10,neonatal_respiratory,0,10,0,3,0,91.0,54.0,0,solar,38
9924,district_hospital,O2_0071,peri_urban,96,0,0,0,0,oxygen_concentrator,0,0,10.2,1,3,7,9,0,1,0,0,0,0,5,cylinder_delivery_delay,2024,12,14,pneumonia_adult,0,14,0,5,1,32.0,21.0,0,grid_unreliable,7
9925,district_hospital,O2_0135,rural,37,0,0,0,0,oxygen_concentrator,4,2,0.7,0,1,5,8,0,0,0,0,1,1,0,not_applicable,2023,7,13,COPD_exacerbation,7,6,1,1,0,82.0,43.0,1,generator_only,29
9926,district_hospital,O2_0114,urban,51,0,0,0,1,cylinder_portable,0,0,0.3,1,1,2,13,0,1,1,0,1,1,0,not_applicable,2022,3,12,trauma,3,9,0,6,0,171.0,1.0,0,grid_unreliable,22
9927,district_hospital,O2_0135,rural,68,0,0,0,0,none,0,0,1.1,0,1,4,51,0,0,0,0,1,1,0,not_applicable,2022,1,20,COVID19_severe,9,11,1,3,0,164.0,27.0,1,grid_unreliable,30
9928,district_hospital,O2_0041,rural,80,0,0,0,0,oxygen_concentrator,1,0,4.1,0,3,8,3,0,0,0,0,0,0,30,regulator_valve_failure,2022,6,23,COPD_exacerbation,0,23,0,6,4,132.0,36.0,0,grid_unreliable,49
9929,district_hospital,O2_0060,urban,5,0,0,0,0,oxygen_concentrator,0,0,7.9,0,2,5,32,0,1,0,0,0,0,3,power_outage,2024,3,6,COPD_exacerbation,0,6,0,2,2,191.0,35.0,0,generator_only,9
9930,district_hospital,O2_0193,urban,35,0,0,0,0,oxygen_concentrator,1,0,1.9,1,3,5,17,0,1,1,0,1,1,0,not_applicable,2022,2,13,neonatal_respiratory,5,8,1,3,0,185.0,26.0,1,grid_unreliable,14
9931,district_hospital,O2_0150,peri_urban,5,0,0,0,0,cylinder_portable,0,0,2.7,0,4,3,21,0,1,1,1,1,0,0,not_applicable,2023,12,8,COVID19_severe,2,6,1,3,0,262.0,66.0,0,grid_unreliable,11
9932,district_hospital,O2_0118,rural,13,0,0,0,0,cylinder_portable,0,0,1.5,0,3,4,14,0,0,0,0,1,1,0,not_applicable,2023,4,16,neonatal_respiratory,8,8,0,2,0,280.0,2.0,0,solar,2
9933,district_hospital,O2_0134,rural,48,0,0,0,0,oxygen_concentrator,1,0,11.0,0,4,4,25,0,0,0,0,0,0,3,cylinder_delivery_delay,2023,7,6,sepsis,0,6,0,3,2,133.0,53.0,0,grid_unreliable,3
9934,district_hospital,O2_0041,rural,87,0,0,0,0,cylinder_portable,0,0,28.8,0,2,5,2,0,0,0,0,0,0,7,cylinder_delivery_delay,2023,7,8,COVID19_severe,0,8,0,2,1,57.0,62.0,0,grid_reliable,21
9935,district_hospital,O2_0182,rural,5,0,0,0,0,none,0,0,0.8,0,2,4,17,0,0,0,0,0,0,15,cylinder_delivery_delay,2021,3,9,severe_malaria,0,9,0,2,1,340.0,45.0,1,solar,29
9936,district_hospital,O2_0043,rural,65,0,1,0,0,oxygen_concentrator,1,0,2.2,0,3,4,12,0,0,0,0,0,0,13,cylinder_delivery_delay,2023,6,10,sepsis,0,10,0,5,1,313.0,20.0,1,grid_unreliable,23
9937,district_hospital,O2_0015,rural,78,0,0,0,0,cylinder_piped,1,0,6.7,0,3,5,34,0,0,0,0,1,1,0,not_applicable,2023,12,15,neonatal_respiratory,10,5,1,2,0,203.0,14.0,0,grid_unreliable,20
9938,district_hospital,O2_0165,peri_urban,28,0,0,0,0,cylinder_piped,0,0,1.3,0,2,2,20,0,1,0,0,1,1,0,not_applicable,2024,6,13,neonatal_respiratory,7,6,0,3,0,163.0,93.0,1,grid_unreliable,15
9939,district_hospital,O2_0196,urban,15,0,0,0,0,cylinder_portable,0,0,2.7,0,6,4,1,0,0,0,0,0,0,2,power_outage,2021,12,8,pneumonia_adult,0,8,0,3,2,304.0,24.0,0,none,7
9940,district_hospital,O2_0173,peri_urban,90,0,0,0,0,none,0,0,4.2,0,8,2,5,0,0,0,0,1,1,0,not_applicable,2024,11,10,pneumonia_child,6,4,0,2,0,260.0,61.0,0,grid_unreliable,11
9941,district_hospital,O2_0086,rural,67,0,0,0,0,LOX_bulk_tank,0,0,9.3,0,6,2,0,0,0,0,0,0,0,1,concentrator_malfunction,2023,11,9,other_hypoxemia,0,9,0,5,1,118.0,34.0,0,generator_only,3
9942,district_hospital,O2_0044,urban,60,0,0,0,0,oxygen_concentrator,3,0,7.2,0,2,2,17,0,1,0,0,1,1,0,not_applicable,2023,5,14,pneumonia_child,7,7,0,2,0,73.0,61.0,0,grid_unreliable,6
9943,district_hospital,O2_0113,urban,141,0,0,0,0,oxygen_concentrator,2,1,8.0,0,4,3,24,0,0,0,0,0,0,3,empty_cylinders_not_collected,2023,8,11,sepsis,0,11,0,6,4,75.0,8.0,0,grid_unreliable,24
9944,district_hospital,O2_0153,peri_urban,50,1,0,0,0,none,0,0,0.4,0,3,4,13,0,0,0,0,0,0,24,cylinder_delivery_delay,2024,3,12,asthma_severe,0,12,0,6,3,0.0,15.0,0,grid_unreliable,16
9945,district_hospital,O2_0089,rural,47,0,0,0,0,cylinder_portable,0,0,13.6,0,3,9,33,0,0,0,0,1,0,0,not_applicable,2022,4,19,pneumonia_child,6,13,0,2,0,136.0,9.0,0,generator_only,15
9946,district_hospital,O2_0033,rural,51,0,0,0,1,cylinder_portable,2,0,3.5,1,1,4,36,0,0,0,0,1,1,0,not_applicable,2022,12,10,neonatal_respiratory,2,8,1,3,0,218.0,13.0,0,grid_unreliable,5
9947,district_hospital,O2_0163,rural,5,0,0,0,0,oxygen_concentrator,2,0,8.1,0,1,5,29,0,0,0,0,0,0,8,concentrator_malfunction,2021,5,9,heart_failure,0,9,0,4,4,88.0,127.0,0,grid_unreliable,20
9948,district_hospital,O2_0158,peri_urban,76,0,0,0,0,cylinder_piped,0,0,6.2,0,5,3,23,0,0,0,0,1,1,0,not_applicable,2021,1,4,COVID19_severe,1,3,0,0,0,227.0,9.0,1,none,4
9949,district_hospital,O2_0053,rural,98,0,0,0,0,none,0,0,3.1,0,2,6,14,0,1,1,0,0,0,23,power_outage,2021,4,20,surgical_anaesthesia,0,20,0,8,7,208.0,58.0,0,solar,23
9950,district_hospital,O2_0179,peri_urban,44,0,0,0,0,cylinder_portable,1,0,2.7,0,1,7,17,0,0,0,0,1,1,2,power_outage,2022,4,10,pneumonia_adult,4,6,0,2,0,104.0,13.0,1,grid_reliable,14
9951,district_hospital,O2_0147,peri_urban,28,0,0,0,0,cylinder_piped,0,0,0.4,0,1,5,35,0,0,0,0,0,0,15,cylinder_delivery_delay,2023,7,14,pneumonia_child,0,14,0,4,3,171.0,19.0,1,solar,0
9952,district_hospital,O2_0021,urban,46,0,0,0,0,oxygen_concentrator,2,1,7.7,0,1,4,21,0,0,0,0,1,1,0,not_applicable,2024,2,10,heart_failure,5,5,0,4,0,283.0,300.0,1,grid_unreliable,5
9953,district_hospital,O2_0038,rural,46,0,0,0,0,cylinder_piped,0,0,6.3,0,2,7,11,0,0,0,0,0,0,7,power_outage,2023,12,7,COVID19_severe,0,7,0,4,1,158.0,105.0,0,grid_reliable,5
9954,district_hospital,O2_0042,rural,25,0,0,0,0,oxygen_concentrator,2,1,0.2,0,4,6,14,0,0,0,0,1,1,0,not_applicable,2023,2,13,pneumonia_child,3,10,0,3,0,318.0,15.0,0,grid_reliable,10
9955,district_hospital,O2_0076,rural,63,0,0,0,0,oxygen_concentrator,3,0,2.5,0,7,2,13,0,1,1,0,1,0,0,not_applicable,2024,7,8,COPD_exacerbation,4,4,1,2,0,160.0,20.0,0,generator_only,7
9956,district_hospital,O2_0077,peri_urban,48,0,0,0,0,oxygen_concentrator,3,1,2.2,0,4,6,6,0,0,0,0,1,1,0,not_applicable,2024,3,11,sepsis,3,8,0,5,0,200.0,25.0,0,grid_unreliable,6
9957,district_hospital,O2_0129,rural,98,0,0,0,0,oxygen_concentrator,0,0,8.2,0,0,5,13,0,0,0,0,1,0,0,not_applicable,2024,2,12,pneumonia_child,10,2,0,1,0,188.0,18.0,0,generator_only,49
9958,district_hospital,O2_0126,rural,9,0,0,0,0,none,0,0,7.5,0,2,2,3,0,0,0,0,1,0,0,not_applicable,2024,2,9,severe_malaria,4,5,1,2,0,297.0,56.0,1,grid_unreliable,4
9959,district_hospital,O2_0051,urban,98,0,0,0,0,oxygen_concentrator,1,0,11.9,0,6,3,8,0,1,1,0,0,0,13,supplier_stockout,2023,2,10,pneumonia_adult,0,10,0,5,5,67.0,11.0,0,none,2
9960,district_hospital,O2_0132,peri_urban,79,0,0,0,0,oxygen_concentrator,2,0,4.5,0,5,7,35,0,0,0,0,0,0,2,concentrator_malfunction,2024,10,11,COVID19_severe,0,11,0,3,5,311.0,36.0,0,grid_unreliable,10
9961,district_hospital,O2_0163,rural,10,0,0,0,0,cylinder_piped,0,0,13.2,0,2,5,54,0,0,0,0,0,0,10,regulator_valve_failure,2023,7,13,pneumonia_child,0,13,0,5,4,314.0,138.0,1,grid_unreliable,7
9962,district_hospital,O2_0115,rural,12,0,0,0,0,PSA_plant_onsite,0,0,7.3,0,3,2,2,1,1,0,0,1,1,0,not_applicable,2023,3,10,pneumonia_child,3,7,1,4,0,153.0,11.0,1,solar,8
9963,district_hospital,O2_0115,rural,27,0,0,0,0,cylinder_portable,3,2,1.9,0,5,4,76,0,0,0,0,0,0,1,cylinder_delivery_delay,2023,5,14,pneumonia_child,0,14,0,8,5,351.0,36.0,1,none,25
9964,district_hospital,O2_0057,rural,29,0,0,0,1,cylinder_portable,0,0,0.3,1,4,6,3,0,0,0,0,1,0,0,not_applicable,2023,8,6,neonatal_respiratory,3,3,0,2,0,164.0,128.0,0,none,6
9965,district_hospital,O2_0138,peri_urban,112,0,0,0,1,oxygen_concentrator,3,0,3.9,1,1,0,14,0,0,0,0,0,0,3,concentrator_malfunction,2022,11,8,surgical_anaesthesia,0,8,0,1,3,232.0,64.0,0,none,4
9966,district_hospital,O2_0155,urban,116,0,0,0,0,none,6,3,2.8,0,1,4,78,0,0,0,0,1,1,0,not_applicable,2022,5,12,heart_failure,4,8,1,2,0,152.0,4.0,1,none,16
9967,district_hospital,O2_0108,rural,113,0,0,0,0,cylinder_portable,0,0,2.8,0,2,4,8,0,0,0,0,1,1,0,not_applicable,2021,4,9,COPD_exacerbation,1,8,0,4,0,162.0,11.0,0,grid_unreliable,21
9968,district_hospital,O2_0162,peri_urban,100,0,0,1,0,cylinder_portable,2,0,12.3,0,4,5,4,0,0,0,0,0,0,12,concentrator_malfunction,2024,3,16,pneumonia_adult,0,16,0,5,10,212.0,39.0,1,generator_only,9
9969,district_hospital,O2_0079,peri_urban,5,0,0,0,0,oxygen_concentrator,2,0,1.8,0,2,3,1,0,1,0,0,0,0,8,empty_cylinders_not_collected,2023,5,8,pneumonia_child,0,8,0,6,1,116.0,61.0,1,grid_unreliable,17
9970,district_hospital,O2_0178,urban,33,0,0,0,0,LOX_bulk_tank,0,0,22.7,0,1,5,23,0,1,0,0,1,0,0,not_applicable,2021,2,14,COVID19_severe,5,9,1,2,0,99.0,59.0,1,none,5
9971,district_hospital,O2_0149,urban,117,0,0,0,0,cylinder_portable,0,0,4.5,0,4,7,0,0,1,0,0,0,0,30,concentrator_malfunction,2024,2,10,neonatal_respiratory,0,10,0,7,3,154.0,71.0,0,none,18
9972,district_hospital,O2_0003,rural,10,0,1,0,0,oxygen_concentrator,2,0,0.2,0,3,2,34,0,0,0,0,0,0,13,funding_for_refill,2024,9,15,neonatal_respiratory,0,15,0,7,5,286.0,54.0,0,none,23
9973,district_hospital,O2_0077,urban,146,0,0,0,0,cylinder_piped,0,0,4.0,0,1,5,32,0,1,0,0,1,0,0,not_applicable,2024,7,8,pneumonia_adult,2,6,1,4,0,201.0,44.0,0,none,0
9974,district_hospital,O2_0180,peri_urban,26,0,0,0,0,oxygen_concentrator,2,1,7.0,0,3,3,41,0,0,0,0,1,1,0,not_applicable,2022,11,11,pneumonia_child,6,5,1,3,0,327.0,244.0,1,solar,1
9975,district_hospital,O2_0026,rural,84,0,1,0,0,cylinder_piped,1,0,4.7,0,5,4,0,0,0,0,0,0,0,1,funding_for_refill,2024,2,8,pneumonia_child,0,8,0,3,1,182.0,10.0,0,grid_unreliable,2
9976,district_hospital,O2_0088,urban,115,0,0,0,0,oxygen_concentrator,3,0,3.4,0,2,3,1,0,0,0,0,1,0,0,not_applicable,2023,8,10,severe_malaria,5,5,1,3,0,300.0,147.0,0,none,3
9977,district_hospital,O2_0183,peri_urban,99,0,0,0,0,cylinder_piped,6,1,6.9,0,3,5,12,0,0,0,0,0,0,4,cylinder_delivery_delay,2023,4,10,COPD_exacerbation,0,10,0,5,2,156.0,85.0,0,none,8
9978,district_hospital,O2_0137,peri_urban,25,0,0,0,0,oxygen_concentrator,2,1,4.2,1,3,4,0,0,1,1,0,0,0,1,empty_cylinders_not_collected,2024,11,11,trauma,0,11,0,5,1,200.0,26.0,0,grid_unreliable,6
9979,district_hospital,O2_0189,urban,79,0,0,0,0,LOX_bulk_tank,0,0,3.5,0,2,5,27,0,1,0,0,1,1,8,cylinder_delivery_delay,2023,4,10,neonatal_respiratory,6,4,0,1,0,268.0,13.0,0,grid_unreliable,13
9980,district_hospital,O2_0096,peri_urban,95,0,0,0,0,none,0,0,5.8,0,1,3,5,0,1,0,0,0,0,2,PSA_plant_breakdown,2023,5,10,COPD_exacerbation,0,10,0,6,2,182.0,38.0,0,grid_unreliable,3
9981,district_hospital,O2_0122,peri_urban,58,0,0,0,0,oxygen_concentrator,1,0,1.5,0,2,4,15,0,0,0,0,1,1,0,not_applicable,2022,5,22,other_hypoxemia,6,16,1,5,0,34.0,162.0,0,generator_only,0
9982,district_hospital,O2_0025,rural,69,0,0,0,0,oxygen_concentrator,1,0,1.2,0,4,4,29,0,0,0,0,0,0,1,empty_cylinders_not_collected,2021,9,9,pneumonia_child,0,9,0,4,6,252.0,84.0,1,grid_unreliable,12
9983,district_hospital,O2_0196,rural,5,0,0,0,0,cylinder_portable,0,0,1.2,0,3,0,15,0,0,0,0,1,0,0,not_applicable,2021,9,19,asthma_severe,6,13,1,5,0,270.0,34.0,1,grid_unreliable,2
9984,district_hospital,O2_0152,peri_urban,86,0,0,0,0,cylinder_portable,0,0,3.8,0,5,2,33,0,0,0,0,0,0,29,cylinder_delivery_delay,2022,1,7,pneumonia_child,0,7,0,4,3,103.0,12.0,0,grid_unreliable,12
9985,district_hospital,O2_0168,rural,90,0,0,0,0,cylinder_portable,3,1,3.9,0,4,1,2,0,0,0,0,1,1,0,not_applicable,2023,9,17,severe_malaria,9,8,1,3,0,342.0,13.0,0,grid_unreliable,33
9986,district_hospital,O2_0066,urban,129,0,0,0,0,cylinder_portable,0,0,2.7,0,3,5,19,0,0,0,0,1,1,0,not_applicable,2021,4,7,neonatal_respiratory,1,6,0,4,0,131.0,199.0,1,generator_only,13
9987,district_hospital,O2_0019,peri_urban,52,0,0,0,0,cylinder_portable,0,0,4.0,0,1,3,96,0,0,0,0,1,1,0,not_applicable,2023,12,14,COVID19_severe,4,10,0,5,0,323.0,15.0,0,generator_only,11
9988,district_hospital,O2_0046,peri_urban,58,0,0,0,0,LOX_bulk_tank,2,0,7.1,0,4,3,33,0,1,0,0,0,0,20,concentrator_malfunction,2024,11,13,pneumonia_adult,0,13,0,5,1,193.0,7.0,1,grid_reliable,10
9989,district_hospital,O2_0151,urban,62,0,0,0,0,none,0,0,0.4,0,1,7,21,0,0,0,0,0,0,21,concentrator_malfunction,2024,8,13,heart_failure,0,13,0,3,3,420.0,131.0,1,grid_unreliable,15
9990,district_hospital,O2_0073,peri_urban,62,0,0,0,0,oxygen_concentrator,1,0,5.2,0,2,1,0,0,0,0,0,0,0,8,demand_surge,2023,6,8,COVID19_severe,0,8,0,3,3,186.0,27.0,1,grid_unreliable,30
9991,district_hospital,O2_0118,rural,50,0,0,0,0,LOX_bulk_tank,0,0,0.4,0,1,1,47,0,0,0,0,1,1,0,not_applicable,2024,9,9,pneumonia_child,4,5,1,0,0,343.0,41.0,0,generator_only,6
9992,district_hospital,O2_0023,peri_urban,86,0,0,0,0,oxygen_concentrator,4,2,2.4,0,5,2,13,0,0,0,0,1,1,0,not_applicable,2023,8,13,pneumonia_child,7,6,0,2,0,9.0,13.0,0,solar,2
9993,district_hospital,O2_0079,rural,83,0,0,0,0,cylinder_piped,0,0,1.7,0,5,7,5,0,1,1,0,1,1,0,not_applicable,2023,10,16,surgical_anaesthesia,6,10,0,6,0,320.0,136.0,0,none,8
9994,district_hospital,O2_0177,peri_urban,88,0,0,0,0,cylinder_portable,0,0,6.9,0,0,4,6,0,1,1,0,0,0,3,concentrator_malfunction,2023,3,10,trauma,0,10,0,7,3,277.0,17.0,0,grid_reliable,1
9995,district_hospital,O2_0065,peri_urban,130,0,0,0,0,cylinder_piped,0,0,3.6,0,3,3,11,0,0,0,0,0,0,14,concentrator_malfunction,2024,4,16,pneumonia_adult,0,16,0,8,2,250.0,29.0,1,grid_unreliable,18
9996,district_hospital,O2_0169,rural,35,0,0,0,0,cylinder_piped,0,0,0.3,0,3,6,37,0,0,0,0,1,1,0,not_applicable,2024,7,10,pneumonia_adult,6,4,0,3,0,346.0,81.0,0,grid_unreliable,5
9997,district_hospital,O2_0005,urban,5,0,0,0,0,none,0,0,0.4,0,5,2,14,0,1,1,0,1,1,2,concentrator_malfunction,2021,8,12,asthma_severe,9,3,1,2,0,194.0,65.0,1,none,14
9998,district_hospital,O2_0151,peri_urban,114,0,0,0,0,cylinder_portable,0,0,4.0,0,1,3,23,0,1,1,0,0,0,3,concentrator_malfunction,2023,5,9,neonatal_respiratory,0,9,0,3,0,235.0,31.0,0,grid_unreliable,25
9999,district_hospital,O2_0113,peri_urban,9,0,0,0,0,oxygen_concentrator,1,0,8.0,0,1,3,3,0,0,0,0,0,0,23,concentrator_malfunction,2024,7,6,trauma,0,6,0,0,1,139.0,11.0,0,grid_reliable,8
10000,district_hospital,O2_0103,urban,57,0,0,0,0,cylinder_piped,3,1,2.6,0,3,10,56,0,0,0,0,1,0,0,not_applicable,2021,7,14,COPD_exacerbation,2,12,1,5,0,295.0,6.0,1,solar,11