diff --git "a/data/oxygen_district_hospital.csv" "b/data/oxygen_district_hospital.csv"
new file mode 100644--- /dev/null
+++ "b/data/oxygen_district_hospital.csv"
@@ -0,0 +1,10001 @@
+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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