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
HH000801
Nigeria
2,019
urban
richer
4
9
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
false
false
0
7
13
false
57.5
HH000802
Zambia
2,023
rural
poorer
2
9
male
limited
limited
hired
35
4
140
true
none
false
false
false
false
23
40
64
false
42.5
HH000803
Rwanda
2,018
urban
poorest
1
9
male
unimproved
unimproved
adult_woman
69
4
276
false
none
true
false
true
true
0
33
41
false
49
HH000804
DRC
2,019
urban
richest
5
9
male
safely_managed
open_defecation
on_premises
0
0
0
false
none
true
false
false
false
0
0
4
false
70.5
HH000805
Mozambique
2,024
urban
poorer
2
7
female
basic
basic
on_premises
0
0
0
false
none
false
false
false
false
0
24
28
false
50
HH000806
Senegal
2,022
urban
poorer
2
3
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
false
true
0
21
29
true
48
HH000807
Mozambique
2,022
rural
poorer
2
5
female
limited
open_defecation
adult_man
19
1
19
false
none
false
false
true
true
0
36
55
true
41
HH000808
Kenya
2,021
rural
middle
3
7
male
unimproved
unimproved
girl_child
84
4
336
true
misses_school
false
false
false
true
0
33
47
false
41.5
HH000809
Uganda
2,021
urban
richer
4
4
female
basic
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
13
13
false
56.5
HH000810
Senegal
2,025
rural
richer
4
4
female
safely_managed
limited
on_premises
0
0
0
false
none
false
true
false
false
17
29
29
false
60.5
HH000811
Tanzania
2,019
urban
poorer
2
4
male
limited
safely_managed
adult_woman
32
3
96
true
none
false
false
false
false
0
22
36
false
49.5
HH000812
Kenya
2,025
rural
poorer
2
3
female
safely_managed
unimproved
on_premises
0
0
0
false
none
true
true
false
true
0
39
53
true
43.5
HH000813
Zambia
2,023
rural
richer
4
9
female
safely_managed
open_defecation
on_premises
0
0
0
false
none
false
false
true
false
0
32
39
true
58.5
HH000814
Ghana
2,025
rural
middle
3
4
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
false
false
0
35
43
false
50.5
HH000815
DRC
2,019
rural
richest
5
7
female
basic
unimproved
on_premises
0
0
0
false
none
false
false
false
false
0
22
28
false
54.5
HH000816
Mozambique
2,020
rural
richer
4
9
male
surface_water
safely_managed
adult_man
175
4
700
false
none
true
false
false
false
0
27
26
true
49
HH000817
Malawi
2,023
rural
richer
4
8
male
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
19
38
false
59.5
HH000818
Kenya
2,021
rural
poorest
1
6
male
limited
basic
adult_woman
34
2
68
true
none
false
false
false
false
0
46
69
true
39.5
HH000819
Senegal
2,023
rural
richest
5
8
female
basic
open_defecation
on_premises
0
0
0
false
none
false
false
true
true
0
11
22
true
54.5
HH000820
Mozambique
2,021
rural
richer
4
5
female
safely_managed
limited
on_premises
0
0
0
false
none
false
false
false
false
24
29
38
false
57.5
HH000821
Mozambique
2,022
rural
richest
5
4
male
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
23
22
false
66
HH000822
Uganda
2,021
rural
poorest
1
6
male
basic
open_defecation
on_premises
0
0
0
false
none
false
false
true
true
0
47
70
false
44.5
HH000823
Uganda
2,020
urban
middle
3
7
male
safely_managed
basic
on_premises
0
0
0
false
none
false
true
false
false
0
17
28
false
61
HH000824
Ghana
2,025
rural
poorer
2
3
female
basic
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
48
46
true
46.5
HH000825
Malawi
2,023
urban
poorer
2
9
male
limited
open_defecation
adult_woman
15
3
45
false
none
false
false
true
false
0
24
27
false
53.5
HH000826
Ethiopia
2,024
rural
poorer
2
3
male
basic
basic
on_premises
0
0
0
false
none
false
false
false
false
0
38
47
true
51
HH000827
Ghana
2,023
rural
poorest
1
6
female
unimproved
limited
girl_child
97
2
194
true
misses_school
false
false
false
false
16
42
55
false
37.5
HH000828
Mali
2,018
urban
poorest
1
8
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
true
false
0
36
54
false
43
HH000829
Kenya
2,022
rural
poorer
2
8
male
surface_water
open_defecation
adult_woman
159
3
477
false
none
false
false
false
false
0
39
49
true
48
HH000830
DRC
2,018
urban
poorest
1
9
female
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
28
35
true
54
HH000831
Ghana
2,025
urban
richest
5
7
female
safely_managed
basic
on_premises
0
0
0
false
none
false
true
false
false
0
0
3
false
70.5
HH000832
Niger
2,025
urban
poorest
1
6
male
limited
safely_managed
girl_child
42
2
84
true
misses_school
false
true
false
false
0
31
46
false
46.5
HH000833
Kenya
2,022
rural
richer
4
8
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
true
false
false
0
26
41
false
58
HH000834
Ghana
2,024
urban
middle
3
10
male
safely_managed
unimproved
on_premises
0
0
0
false
none
true
false
true
true
0
18
24
false
65
HH000835
Nigeria
2,025
urban
middle
3
4
female
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
18
27
false
63.5
HH000836
DRC
2,020
rural
poorest
1
4
female
unimproved
unimproved
adult_woman
108
3
324
true
none
false
false
true
true
0
49
59
true
35
HH000837
Nigeria
2,024
rural
middle
3
4
male
basic
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
36
45
false
54
HH000838
Malawi
2,019
rural
richest
5
8
male
basic
basic
on_premises
0
0
0
false
none
false
false
false
false
0
12
18
false
58.5
HH000839
Rwanda
2,024
rural
poorer
2
11
male
limited
safely_managed
girl_child
42
3
126
false
late_for_school
false
false
false
false
0
43
56
false
46
HH000840
Kenya
2,024
rural
middle
3
8
female
surface_water
basic
boy_child
72
3
216
true
tired_at_school
false
false
false
false
0
32
47
false
43
HH000841
Malawi
2,019
rural
richest
5
7
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
true
true
false
0
18
33
false
58.5
HH000842
Malawi
2,021
rural
poorest
1
3
female
unimproved
safely_managed
boy_child
53
3
159
false
tired_at_school
false
false
false
false
0
43
73
true
32.5
HH000843
Ethiopia
2,022
rural
poorer
2
4
female
basic
open_defecation
on_premises
0
0
0
false
none
false
false
true
true
0
42
57
false
48
HH000844
Kenya
2,025
urban
poorer
2
3
female
safely_managed
open_defecation
on_premises
0
0
0
false
none
false
false
false
true
0
21
29
false
57.5
HH000845
Senegal
2,023
rural
poorest
1
10
female
limited
limited
adult_woman
27
4
108
true
none
false
false
false
false
5
55
73
true
46.5
HH000846
Ethiopia
2,021
rural
middle
3
8
male
limited
basic
girl_child
31
3
93
true
tired_at_school
true
false
false
false
0
40
54
true
52.5
HH000847
DRC
2,022
rural
poorer
2
8
male
basic
basic
on_premises
0
0
0
false
none
false
false
false
false
0
46
48
false
46
HH000848
Zambia
2,020
rural
middle
3
5
male
surface_water
open_defecation
hired
105
1
105
false
none
false
false
true
false
0
29
40
false
46
HH000849
Ethiopia
2,022
urban
poorer
2
3
female
limited
basic
girl_child
19
2
38
false
none
false
false
true
false
0
19
32
false
48
HH000850
Nigeria
2,022
urban
poorer
2
8
female
surface_water
basic
adult_woman
110
1
110
false
none
false
false
true
false
0
30
30
false
52
HH000851
Niger
2,019
rural
middle
3
3
female
safely_managed
limited
on_premises
0
0
0
false
none
false
false
false
false
14
32
47
false
43.5
HH000852
Kenya
2,023
urban
richer
4
6
male
unimproved
basic
adult_woman
41
4
164
true
none
false
true
false
false
0
7
13
false
62.5
HH000853
Malawi
2,024
rural
middle
3
10
female
safely_managed
basic
on_premises
0
0
0
false
none
false
true
false
false
0
35
38
true
51
HH000854
DRC
2,020
rural
middle
3
6
female
limited
limited
adult_woman
18
1
18
false
none
true
false
false
false
10
35
44
false
49
HH000855
DRC
2,018
urban
poorer
2
8
male
limited
unimproved
girl_child
46
4
184
true
late_for_school
false
false
false
true
0
21
39
false
53
HH000856
Rwanda
2,021
urban
richer
4
7
male
basic
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
15
5
false
66.5
HH000857
Tanzania
2,023
rural
richest
5
6
female
basic
basic
on_premises
0
0
0
false
none
false
false
false
false
0
16
18
false
65.5
HH000858
Ethiopia
2,021
rural
richer
4
11
female
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
false
true
0
29
28
true
56.5
HH000859
Zambia
2,023
rural
richest
5
8
male
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
23
19
false
52.5
HH000860
Niger
2,019
rural
richest
5
11
female
safely_managed
basic
on_premises
0
0
0
false
none
false
true
false
false
0
14
24
false
50.5
HH000861
Ethiopia
2,023
rural
poorer
2
7
male
surface_water
basic
adult_man
110
2
220
false
none
true
true
false
false
0
37
61
true
51.5
HH000862
Tanzania
2,021
urban
poorest
1
11
male
safely_managed
open_defecation
on_premises
0
0
0
false
none
false
false
true
false
0
30
39
false
42.5
HH000863
Kenya
2,021
rural
poorest
1
4
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
46
63
true
31.5
HH000864
Niger
2,020
rural
richest
5
6
male
basic
basic
on_premises
0
0
0
false
none
false
false
false
false
0
10
30
true
59
HH000865
Senegal
2,024
rural
poorest
1
6
male
surface_water
unimproved
hired
167
4
668
false
none
false
false
false
true
0
49
59
true
45
HH000866
Senegal
2,025
urban
middle
3
9
female
basic
open_defecation
on_premises
0
0
0
false
none
false
true
false
true
0
21
32
false
62.5
HH000867
Mozambique
2,023
urban
middle
3
3
female
safely_managed
safely_managed
on_premises
0
0
0
false
none
true
false
false
false
0
23
28
false
52.5
HH000868
Tanzania
2,024
rural
middle
3
9
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
true
false
false
0
34
47
true
57
HH000869
DRC
2,023
urban
middle
3
3
male
safely_managed
open_defecation
on_premises
0
0
0
false
none
false
false
true
true
0
20
24
false
65.5
HH000870
Niger
2,019
urban
poorest
1
11
male
unimproved
basic
adult_woman
47
4
188
true
none
false
false
false
false
0
41
46
false
49.5
HH000871
Mozambique
2,023
rural
poorer
2
5
male
surface_water
open_defecation
adult_woman
162
2
324
true
none
false
false
true
true
0
46
64
true
42.5
HH000872
Ethiopia
2,018
urban
poorest
1
8
male
unimproved
open_defecation
boy_child
65
4
260
true
misses_school
false
true
true
false
0
30
46
false
44
HH000873
Tanzania
2,024
urban
poorest
1
8
male
unimproved
open_defecation
girl_child
46
4
184
true
tired_at_school
false
false
true
false
0
33
50
true
48
HH000874
Senegal
2,019
urban
middle
3
10
female
safely_managed
limited
on_premises
0
0
0
false
none
false
false
true
false
16
15
21
false
52.5
HH000875
Rwanda
2,021
urban
poorest
1
5
male
basic
basic
on_premises
0
0
0
false
none
true
false
false
false
0
40
36
false
50.5
HH000876
Senegal
2,025
urban
richer
4
9
male
basic
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
12
8
false
68.5
HH000877
Tanzania
2,022
urban
middle
3
6
male
safely_managed
basic
on_premises
0
0
0
false
none
true
false
false
false
0
24
19
false
61
HH000878
Zambia
2,019
rural
richest
5
10
male
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
12
31
false
50.5
HH000879
Mozambique
2,021
urban
richest
5
3
female
safely_managed
basic
on_premises
0
0
0
false
none
false
false
false
false
0
3
0
false
65.5
HH000880
Niger
2,022
rural
poorest
1
3
male
surface_water
basic
adult_woman
110
3
330
true
none
false
true
false
false
0
55
74
false
44
HH000881
Ethiopia
2,018
rural
richer
4
4
female
safely_managed
unimproved
on_premises
0
0
0
false
none
false
false
false
true
0
32
32
false
54
HH000882
Uganda
2,025
urban
poorer
2
9
female
limited
limited
adult_man
55
2
110
true
none
true
false
false
false
17
19
35
true
55.5
HH000883
Malawi
2,019
rural
richer
4
5
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
27
27
false
48.5
HH000884
Kenya
2,019
rural
poorest
1
10
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
false
false
0
48
65
true
40.5
HH000885
DRC
2,021
rural
poorest
1
8
male
basic
limited
on_premises
0
0
0
false
none
false
false
false
false
28
53
73
false
34.5
HH000886
Kenya
2,022
rural
poorest
1
4
female
unimproved
limited
girl_child
66
1
66
true
misses_school
false
false
false
false
26
42
60
true
32
HH000887
DRC
2,021
rural
richest
5
6
male
unimproved
safely_managed
adult_woman
105
3
315
true
none
false
false
false
false
0
10
16
false
54.5
HH000888
Malawi
2,019
urban
middle
3
4
male
limited
open_defecation
adult_woman
58
1
58
false
none
false
false
true
true
0
19
21
false
61.5
HH000889
Kenya
2,020
rural
richer
4
8
female
basic
open_defecation
on_premises
0
0
0
false
none
true
false
true
true
0
31
43
false
46
HH000890
Nigeria
2,018
urban
poorer
2
4
male
basic
unimproved
on_premises
0
0
0
false
none
false
false
true
true
0
19
30
false
59
HH000891
Ghana
2,021
rural
poorest
1
11
male
limited
open_defecation
adult_woman
52
3
156
true
none
false
false
true
true
0
49
71
true
40.5
HH000892
Niger
2,019
rural
poorer
2
3
male
surface_water
open_defecation
adult_man
85
3
255
false
none
true
false
true
true
0
45
49
true
49.5
HH000893
Zambia
2,025
urban
richest
5
9
male
safely_managed
limited
on_premises
0
0
0
false
none
false
true
false
false
14
1
12
false
63.5
HH000894
Tanzania
2,023
urban
poorer
2
7
male
safely_managed
open_defecation
on_premises
0
0
0
false
none
false
false
true
true
0
33
37
false
56.5
HH000895
Rwanda
2,025
rural
richer
4
5
male
safely_managed
safely_managed
on_premises
0
0
0
false
none
false
false
false
false
0
19
39
false
57.5
HH000896
Malawi
2,023
urban
middle
3
6
female
basic
open_defecation
on_premises
0
0
0
false
none
false
false
true
false
0
19
17
false
64.5
HH000897
Rwanda
2,022
urban
poorer
2
7
male
basic
open_defecation
on_premises
0
0
0
false
none
false
false
true
false
0
30
34
true
60
HH000898
Uganda
2,023
rural
richest
5
4
female
unimproved
safely_managed
girl_child
39
2
78
true
tired_at_school
false
true
false
false
0
15
18
false
61.5
HH000899
Mali
2,024
urban
poorer
2
3
female
basic
unimproved
on_premises
0
0
0
false
none
true
false
true
true
0
30
38
false
58
HH000900
Malawi
2,024
rural
middle
3
4
male
safely_managed
open_defecation
on_premises
0
0
0
false
none
false
false
true
false
0
37
45
true
56