household_id
stringlengths
8
8
country
stringclasses
14 values
year
int64
2.02k
2.03k
location
stringclasses
2 values
wealth_quintile
stringclasses
5 values
wealth_numeric
int64
1
5
household_size
int64
3
11
gender_head
stringclasses
2 values
water_service_level
stringclasses
5 values
sanitation_service_level
stringclasses
5 values
primary_water_collector
stringclasses
6 values
time_water_collection_minutes
float64
0
179
rounds_per_day
int64
0
4
total_collection_time_minutes
float64
0
716
time_poverty
bool
2 classes
education_impact_children
stringclasses
4 values
disability_in_household
bool
2 classes
facility_accessible_disability
bool
2 classes
dignity_concerns_reported
bool
2 classes
safety_concerns_night
bool
2 classes
wait_time_shared_facility_minutes
int64
0
29
water_equity_gap_percentage
float64
0
56
sanitation_equity_gap_percentage
float64
0
74
compound_inequality
bool
2 classes
progress_towards_universal_access
float64
30
77.5
HH000601
Kenya
2,020
rural
richer
4
5
male
limited
safely_managed
boy_child
36
2
72
false
late_for_school
false
false
false
false
0
31
32
false
53
HH000602
Tanzania
2,022
urban
poorest
1
5
male
unimproved
safely_managed
adult_woman
33
4
132
true
none
false
false
false
false
0
38
45
false
46
HH000603
Zambia
2,021
rural
middle
3
11
female
safely_managed
limited
on_premises
0
0
0
false
none
false
false
true
false
8
28
40
true
43.5
HH000604
Malawi
2,018
rural
poorest
1
10
male
unimproved
open_defecation
adult_woman
90
4
360
true
none
false
false
true
false
0
47
57
false
39
HH000605
Uganda
2,023
rural
richer
4
7
male
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
24
40
false
49.5
HH000606
Uganda
2,022
urban
richest
5
5
female
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
true
false
false
0
2
0
false
70
HH000607
Niger
2,022
rural
middle
3
4
male
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
31
50
false
44
HH000608
Uganda
2,019
rural
richest
5
11
female
safely_managed
open_defecation
on_premises
0
0
0
false
none
false
false
true
true
0
18
17
true
57.5
HH000609
Nigeria
2,022
urban
poorest
1
7
male
basic
limited
on_premises
0
0
0
false
none
false
false
true
false
25
29
49
true
48
HH000610
Ethiopia
2,022
rural
poorest
1
5
male
limited
open_defecation
adult_woman
22
4
88
true
none
false
false
false
true
0
46
69
true
35
HH000611
DRC
2,021
rural
richest
5
11
male
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
false
true
0
22
26
false
62.5
HH000612
DRC
2,025
urban
middle
3
9
male
unimproved
unimproved
adult_woman
36
4
144
false
none
false
true
true
false
0
12
15
false
64.5
HH000613
Tanzania
2,019
rural
richer
4
3
male
safely_managed
limited
on_premises
0
0
0
false
none
false
false
true
false
8
30
42
false
57.5
HH000614
Uganda
2,023
urban
poorer
2
9
male
limited
unimproved
adult_woman
59
2
118
true
none
true
false
false
true
0
33
41
true
56.5
HH000615
Niger
2,020
urban
richer
4
5
male
basic
open_defecation
on_premises
0
0
0
false
none
false
false
true
true
0
11
21
false
70
HH000616
Malawi
2,019
rural
richest
5
8
male
unimproved
basic
hired
115
2
230
true
none
false
false
false
false
0
21
34
false
56.5
HH000617
DRC
2,023
urban
poorest
1
6
female
limited
unimproved
adult_woman
24
4
96
true
none
false
false
true
true
0
29
37
false
43.5
HH000618
Uganda
2,023
urban
poorest
1
11
male
limited
open_defecation
boy_child
33
1
33
false
tired_at_school
false
false
false
true
0
39
45
false
48.5
HH000619
Nigeria
2,021
rural
richer
4
4
female
safely_managed
limited
on_premises
0
0
0
false
none
false
true
false
false
23
24
35
true
52.5
HH000620
Tanzania
2,021
urban
poorer
2
4
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
21
38
false
51.5
HH000621
Mozambique
2,025
rural
richest
5
3
female
limited
safely_managed
adult_woman
35
4
140
true
none
true
false
false
false
0
13
24
false
57.5
HH000622
Mali
2,020
rural
middle
3
4
female
basic
limited
on_premises
0
0
0
false
none
false
false
false
false
20
31
49
false
49
HH000623
Zambia
2,024
urban
poorest
1
6
female
surface_water
unimproved
adult_woman
136
1
136
true
none
false
false
false
true
0
27
52
false
44
HH000624
Mali
2,022
urban
poorer
2
4
female
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
false
true
0
33
28
false
58
HH000625
Tanzania
2,024
urban
middle
3
8
male
basic
safely_managed
on_premises
0
0
0
false
none
true
true
false
false
0
23
17
false
62
HH000626
Ghana
2,021
urban
middle
3
6
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
true
false
false
false
0
15
34
false
59.5
HH000627
DRC
2,020
urban
poorer
2
11
male
basic
basic
on_premises
0
0
0
false
none
false
false
false
false
0
31
32
true
58
HH000628
DRC
2,019
urban
middle
3
5
female
basic
basic
on_premises
0
0
0
false
none
false
false
false
false
0
25
28
false
63.5
HH000629
Rwanda
2,024
rural
poorest
1
9
male
unimproved
open_defecation
adult_woman
44
1
44
true
none
false
false
true
true
0
48
67
true
40
HH000630
Senegal
2,021
urban
poorest
1
9
male
safely_managed
open_defecation
on_premises
0
0
0
false
none
false
false
false
false
0
37
50
false
48.5
HH000631
Ethiopia
2,020
rural
poorer
2
3
female
limited
open_defecation
boy_child
39
4
156
true
late_for_school
true
false
true
true
0
46
55
false
47
HH000632
Zambia
2,023
rural
richer
4
5
male
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
false
false
0
19
43
false
54.5
HH000633
Mozambique
2,023
urban
richest
5
5
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
false
true
0
7
12
false
67.5
HH000634
Mozambique
2,024
urban
middle
3
8
male
limited
basic
adult_woman
32
4
128
false
none
false
false
false
false
0
18
32
false
61
HH000635
Kenya
2,022
urban
poorest
1
11
male
surface_water
unimproved
adult_man
97
2
194
true
none
false
true
true
false
0
31
53
true
46
HH000636
Senegal
2,024
rural
richest
5
4
female
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
23
23
false
60
HH000637
Kenya
2,022
rural
poorer
2
9
male
surface_water
open_defecation
adult_woman
146
4
584
true
none
false
false
false
false
0
46
59
false
38
HH000638
Ethiopia
2,025
urban
poorest
1
10
male
surface_water
open_defecation
adult_man
167
1
167
true
none
false
false
true
true
0
39
40
false
49.5
HH000639
Ethiopia
2,023
urban
richest
5
9
female
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
5
11
false
76.5
HH000640
Malawi
2,020
rural
middle
3
3
female
basic
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
38
38
false
55
HH000641
Kenya
2,020
rural
middle
3
5
male
surface_water
unimproved
hired
101
3
303
false
none
false
false
false
false
0
32
48
false
54
HH000642
Mozambique
2,023
urban
richer
4
9
male
limited
unimproved
boy_child
30
3
90
false
tired_at_school
false
false
false
true
0
8
8
false
63.5
HH000643
Ghana
2,025
rural
poorest
1
11
male
unimproved
open_defecation
boy_child
55
1
55
false
late_for_school
false
true
true
false
0
47
70
false
45.5
HH000644
Malawi
2,023
rural
poorer
2
3
female
limited
basic
boy_child
54
3
162
true
tired_at_school
false
true
false
false
0
36
64
true
41.5
HH000645
Ethiopia
2,021
urban
poorest
1
11
male
unimproved
open_defecation
girl_child
74
4
296
true
tired_at_school
false
false
true
false
0
34
35
false
44.5
HH000646
Ghana
2,021
urban
poorer
2
5
male
basic
safely_managed
on_premises
0
0
0
false
none
false
true
false
false
0
33
42
true
60.5
HH000647
Mali
2,023
urban
poorer
2
5
male
limited
unimproved
boy_child
46
2
92
false
misses_school
false
false
true
false
0
30
39
true
54.5
HH000648
Malawi
2,024
urban
poorer
2
10
female
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
true
false
0
29
27
false
55
HH000649
Mali
2,024
rural
poorest
1
10
male
surface_water
basic
adult_woman
65
4
260
false
none
false
false
true
false
0
55
61
true
41
HH000650
Nigeria
2,024
urban
middle
3
4
female
basic
basic
on_premises
0
0
0
false
none
false
false
false
false
0
21
27
false
65
HH000651
Zambia
2,022
rural
poorer
2
7
male
unimproved
limited
adult_woman
54
2
108
false
none
false
false
false
false
22
41
55
false
50
HH000652
Zambia
2,021
rural
poorer
2
10
female
basic
unimproved
on_premises
0
0
0
false
none
false
false
true
false
0
46
60
true
42.5
HH000653
Mozambique
2,018
urban
poorest
1
6
male
surface_water
open_defecation
boy_child
113
4
452
true
tired_at_school
false
false
true
false
0
39
48
false
50
HH000654
DRC
2,018
rural
richer
4
11
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
false
false
0
30
30
true
55
HH000655
Mozambique
2,020
urban
richer
4
11
male
surface_water
basic
adult_man
123
1
123
false
none
false
false
true
false
0
10
7
false
69
HH000656
Kenya
2,018
rural
middle
3
6
male
safely_managed
limited
on_premises
0
0
0
false
none
false
false
false
false
9
32
48
false
45
HH000657
Ghana
2,025
rural
richer
4
9
male
safely_managed
limited
on_premises
0
0
0
false
none
false
false
true
false
7
20
25
false
61.5
HH000658
Nigeria
2,025
rural
poorest
1
10
male
unimproved
limited
adult_woman
33
1
33
false
none
true
false
false
false
10
47
56
false
40.5
HH000659
Mali
2,023
urban
poorest
1
4
male
limited
basic
adult_woman
56
3
168
false
none
false
false
false
false
0
27
45
false
50.5
HH000660
Niger
2,018
urban
middle
3
10
female
safely_managed
limited
on_premises
0
0
0
false
none
false
false
true
false
26
11
15
false
64
HH000661
Uganda
2,021
urban
richest
5
11
male
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
0
13
false
70.5
HH000662
Nigeria
2,022
rural
middle
3
4
male
safely_managed
basic
on_premises
0
0
0
false
none
false
false
true
false
0
26
48
false
55
HH000663
Ghana
2,025
urban
richest
5
7
male
safely_managed
limited
on_premises
0
0
0
false
none
false
false
false
false
26
9
3
false
66.5
HH000664
Nigeria
2,020
urban
poorest
1
6
female
unimproved
limited
adult_woman
64
2
128
true
none
false
false
false
false
19
29
53
true
43
HH000665
Niger
2,018
rural
poorer
2
8
female
safely_managed
limited
on_premises
0
0
0
false
none
true
false
false
false
17
39
53
false
49
HH000666
Senegal
2,022
urban
poorer
2
10
male
basic
basic
on_premises
0
0
0
false
none
false
true
true
false
0
19
37
false
57
HH000667
Zambia
2,025
rural
poorer
2
8
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
true
false
0
47
58
false
39.5
HH000668
Malawi
2,018
rural
poorest
1
6
male
surface_water
basic
girl_child
112
3
336
true
late_for_school
false
false
false
false
0
54
62
false
33
HH000669
Mali
2,023
rural
poorest
1
3
male
basic
open_defecation
on_premises
0
0
0
false
none
false
false
false
true
0
52
55
false
37.5
HH000670
Kenya
2,018
rural
richest
5
9
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
13
33
false
64
HH000671
Ghana
2,021
rural
richer
4
9
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
22
42
false
55.5
HH000672
Uganda
2,024
urban
middle
3
3
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
false
true
false
0
11
16
false
55
HH000673
Mali
2,020
rural
poorer
2
4
male
limited
basic
adult_man
37
3
111
false
none
false
false
false
false
0
43
58
false
39
HH000674
Niger
2,019
rural
poorest
1
8
female
unimproved
open_defecation
adult_woman
98
4
392
true
none
true
true
true
true
0
55
65
true
31.5
HH000675
Tanzania
2,018
rural
richer
4
5
male
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
18
44
false
45
HH000676
Malawi
2,018
rural
richer
4
8
male
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
false
false
0
26
42
true
58
HH000677
DRC
2,021
rural
middle
3
11
male
unimproved
limited
adult_man
95
2
190
true
none
false
false
false
false
8
32
54
true
51.5
HH000678
Ghana
2,018
urban
poorer
2
5
male
unimproved
unimproved
adult_woman
35
2
70
true
none
true
false
false
true
0
20
43
false
59
HH000679
Ethiopia
2,025
rural
poorer
2
5
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
false
true
0
35
61
true
50.5
HH000680
Ghana
2,025
rural
middle
3
11
female
unimproved
basic
adult_woman
71
4
284
true
none
true
true
false
false
0
38
52
false
49.5
HH000681
Ghana
2,020
rural
middle
3
8
male
limited
limited
boy_child
38
4
152
true
late_for_school
false
false
true
false
8
40
43
false
43
HH000682
Rwanda
2,025
urban
richer
4
4
female
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
16
17
false
66.5
HH000683
Kenya
2,025
rural
richer
4
7
male
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
26
32
false
59.5
HH000684
Rwanda
2,022
rural
richest
5
3
male
safely_managed
limited
on_premises
0
0
0
false
none
false
false
false
false
19
11
22
false
66
HH000685
Uganda
2,023
rural
poorer
2
9
female
basic
limited
on_premises
0
0
0
false
none
false
false
true
false
5
40
58
false
44.5
HH000686
Rwanda
2,019
rural
middle
3
5
male
limited
open_defecation
girl_child
41
1
41
false
late_for_school
false
false
true
false
0
33
50
false
48.5
HH000687
DRC
2,018
urban
richer
4
5
male
safely_managed
open_defecation
on_premises
0
0
0
false
none
false
false
true
false
0
5
9
false
58
HH000688
Rwanda
2,019
rural
poorer
2
5
female
surface_water
open_defecation
hired
161
2
322
false
none
false
false
true
true
0
38
49
true
38.5
HH000689
Nigeria
2,022
rural
middle
3
7
female
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
36
47
false
50
HH000690
Malawi
2,020
urban
poorest
1
4
male
limited
limited
girl_child
53
1
53
false
late_for_school
true
false
true
false
19
40
44
false
47
HH000691
Ghana
2,025
rural
richest
5
9
male
unimproved
safely_managed
adult_woman
55
2
110
false
none
false
true
false
false
0
24
22
true
61.5
HH000692
Ethiopia
2,018
rural
richer
4
10
female
limited
open_defecation
girl_child
40
2
80
true
late_for_school
false
false
true
false
0
31
30
false
50
HH000693
Ghana
2,024
rural
richer
4
7
male
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
19
32
false
52
HH000694
Ghana
2,019
urban
poorer
2
3
female
basic
limited
on_premises
0
0
0
false
none
false
false
true
false
12
32
31
false
54.5
HH000695
Rwanda
2,019
rural
richer
4
3
male
unimproved
safely_managed
girl_child
57
4
228
true
late_for_school
true
false
false
false
0
26
29
true
48.5
HH000696
Ghana
2,021
urban
poorer
2
4
male
limited
basic
boy_child
24
1
24
false
none
false
false
false
false
0
30
27
true
54.5
HH000697
Mozambique
2,021
urban
richest
5
6
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
9
7
false
65.5
HH000698
DRC
2,020
rural
richer
4
3
male
unimproved
safely_managed
adult_woman
93
3
279
true
none
false
false
false
false
0
28
36
false
57
HH000699
Ghana
2,021
rural
middle
3
3
male
unimproved
basic
hired
72
3
216
true
none
false
true
false
false
0
34
42
false
44.5
HH000700
Kenya
2,025
rural
poorer
2
10
female
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
42
64
true
43.5