Datasets:
electricsheepafrica
/
africa-synth-wash-household-water-treatment-all

Dataset card Data Studio Files
xet
 Community
record_id
string
scenario
string
year
int64
setting
string
hh_size
int64
children_u5
int64
wealth_quintile
string
water_source
string
is_improved_source
int64
distance_to_source_min
float64
ecoli_contaminated
int64
ecoli_cfu_100ml
int64
turbidity_ntu
float64
residual_chlorine_mgL
float64
uses_hwts
int64
hwts_method
string
correct_hwts_use
int64
consistent_hwts
int64
storage_type
string
safe_storage
int64
post_treatment_ecoli
int64
recontamination
int64
final_safe_water
int64
child_diarrhoea
int64
adult_diarrhoea
int64
cholera_case
int64
typhoid_case
int64
any_waterborne
int64
dehydration
int64
child_death
int64
knows_hwts
int64
handwashing_station
int64
RUR-09900
rural_unimproved
2,017
rural_remote
2
1
rich
unprotected_well
0
10
0
0
2
0.07
0
none
0
0
jerry_can
0
0
0
1
0
0
0
0
0
0
0
0
1
RUR-09901
rural_unimproved
2,023
rural_remote
5
1
rich
protected_spring
1
2
0
0
21.5
0
0
none
0
0
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09902
rural_unimproved
2,012
rural_village
7
2
middle
rainwater
1
16
0
0
0.9
0.08
0
none
0
0
uncovered_container
0
0
0
1
1
0
0
0
1
0
0
0
0
RUR-09903
rural_unimproved
2,021
rural_village
4
1
poorest
rainwater
1
1
1
88
2.2
0.14
1
sodis
0
1
jerry_can
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09904
rural_unimproved
2,016
rural_remote
5
0
poorest
unprotected_well
0
13
1
273
16.2
0.19
0
none
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09905
rural_unimproved
2,020
rural_village
2
4
poorest
surface_water
0
19
0
0
4.9
0.08
0
none
0
0
covered_narrow_mouth
0
0
0
1
0
0
0
0
0
0
0
1
0
RUR-09906
rural_unimproved
2,023
peri_urban
6
2
richest
protected_spring
1
15
0
0
41.5
0.03
0
none
0
0
covered_narrow_mouth
0
0
0
1
0
0
0
0
0
0
0
1
0
RUR-09907
rural_unimproved
2,011
rural_village
8
1
rich
surface_water
0
4
1
5
1
0.15
0
none
0
0
clay_pot
0
1
0
0
0
0
0
0
0
0
0
1
1
RUR-09908
rural_unimproved
2,011
rural_remote
5
2
middle
borehole
1
3
1
76
2.9
0
0
none
0
0
jerry_can
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09909
rural_unimproved
2,012
rural_remote
5
0
poorest
surface_water
0
18
1
421
48
0.24
0
none
0
0
uncovered_container
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09910
rural_unimproved
2,021
rural_village
5
0
rich
surface_water
0
11
1
7
0.9
0
0
none
0
0
clay_pot
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09911
rural_unimproved
2,015
rural_village
5
1
rich
protected_spring
1
6
0
0
1.6
0.07
0
none
0
0
jerry_can
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09912
rural_unimproved
2,017
rural_remote
7
0
poor
borehole
1
34
0
0
43.9
0.26
0
none
0
0
jerry_can
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09913
rural_unimproved
2,023
rural_village
8
0
poor
surface_water
0
59
0
0
7.7
0.33
0
none
0
0
jerry_can
1
0
0
1
0
1
0
0
1
0
0
1
1
RUR-09914
rural_unimproved
2,019
peri_urban
6
3
poorest
borehole
1
13
0
0
9.5
0.05
0
none
0
0
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
0
1
RUR-09915
rural_unimproved
2,023
peri_urban
6
0
poorest
borehole
1
4
0
0
14.7
0.22
0
none
0
0
jerry_can
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09916
rural_unimproved
2,022
rural_village
2
1
poorest
unprotected_well
0
3
1
76
14
0.06
0
none
0
0
covered_wide_mouth
0
1
0
0
1
1
0
1
1
0
0
0
0
RUR-09917
rural_unimproved
2,024
rural_village
5
2
poorest
borehole
1
27
0
0
9.7
0.19
0
none
0
0
covered_narrow_mouth
0
0
0
1
0
0
0
0
0
0
0
1
1
RUR-09918
rural_unimproved
2,020
rural_village
3
0
poor
surface_water
0
2
1
411
5.4
0.11
0
none
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09919
rural_unimproved
2,018
rural_remote
8
2
poorest
surface_water
0
6
0
0
7.6
0
0
none
0
0
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09920
rural_unimproved
2,018
rural_remote
6
0
poor
unprotected_well
0
50
0
0
20.5
0.13
0
none
0
0
covered_narrow_mouth
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09921
rural_unimproved
2,014
peri_urban
10
1
middle
surface_water
0
3
1
81
7
0.26
1
boiling
1
0
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09922
rural_unimproved
2,018
rural_village
5
3
rich
surface_water
0
3
0
0
10.8
0.13
1
boiling
1
0
jerry_can
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09923
rural_unimproved
2,015
rural_remote
8
0
richest
surface_water
0
4
1
50
6.7
0.2
1
chlorination
1
0
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
1
1
RUR-09924
rural_unimproved
2,022
rural_remote
7
1
poorest
unprotected_well
0
1
0
0
3.7
0.14
0
none
0
0
covered_narrow_mouth
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09925
rural_unimproved
2,023
rural_village
5
0
poor
unprotected_well
0
1
1
1,955
1.9
0.26
0
none
0
0
covered_narrow_mouth
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09926
rural_unimproved
2,020
rural_village
8
2
poorest
surface_water
0
2
1
18
3.8
0.13
1
boiling
1
0
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09927
rural_unimproved
2,014
rural_remote
2
1
rich
surface_water
0
25
0
0
20.9
0.15
0
none
0
0
covered_narrow_mouth
0
0
0
1
0
0
0
0
0
0
0
0
1
RUR-09928
rural_unimproved
2,011
rural_remote
2
2
richest
surface_water
0
9
1
16
7.2
0.17
0
none
0
0
jerry_can
1
1
0
0
1
0
0
0
1
0
0
0
0
RUR-09929
rural_unimproved
2,022
rural_remote
6
0
poorest
unprotected_well
0
6
1
314
15.8
0.22
0
none
0
0
uncovered_container
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09930
rural_unimproved
2,022
peri_urban
7
2
poor
unprotected_well
0
17
1
103
7.4
0.17
0
none
0
0
covered_narrow_mouth
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09931
rural_unimproved
2,011
rural_village
5
4
middle
surface_water
0
1
0
0
6.5
0
0
none
0
0
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
1
1
RUR-09932
rural_unimproved
2,018
rural_remote
7
3
poor
borehole
1
13
0
0
1.2
0.24
0
none
0
0
jerry_can
0
0
1
0
0
0
0
0
0
0
0
0
0
RUR-09933
rural_unimproved
2,021
rural_village
5
2
poorest
protected_spring
1
14
0
0
8.2
0.26
1
sodis
1
1
clay_pot
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09934
rural_unimproved
2,020
rural_village
7
3
poorest
borehole
1
8
0
0
0.8
0.22
0
none
0
0
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
1
0
RUR-09935
rural_unimproved
2,023
rural_remote
6
3
poorest
surface_water
0
11
0
0
22.7
0.23
0
none
0
0
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09936
rural_unimproved
2,019
rural_village
8
2
poorest
unprotected_well
0
35
1
91
9.5
0.31
1
chlorination
0
1
jerry_can
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09937
rural_unimproved
2,010
rural_remote
5
0
poorest
unprotected_well
0
29
1
76
3.1
0.08
1
boiling
1
0
covered_wide_mouth
0
0
1
0
0
0
0
0
0
0
0
1
1
RUR-09938
rural_unimproved
2,024
rural_remote
4
0
poorest
unprotected_well
0
7
1
70
3.1
0.06
0
none
0
0
covered_narrow_mouth
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09939
rural_unimproved
2,012
rural_village
7
4
rich
unprotected_well
0
36
0
0
3.9
0.17
0
none
0
0
covered_narrow_mouth
1
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09940
rural_unimproved
2,012
rural_village
5
4
richest
unprotected_well
0
5
1
2
3
0.19
0
none
0
0
covered_narrow_mouth
1
1
0
0
0
0
0
0
0
0
0
0
1
RUR-09941
rural_unimproved
2,023
rural_remote
9
2
poor
borehole
1
7
1
64
2.3
0
0
none
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
0
1
RUR-09942
rural_unimproved
2,024
peri_urban
5
1
richest
rainwater
1
16
0
0
33.2
0.06
0
none
0
0
jerry_can
0
0
1
0
0
0
0
0
0
0
0
1
1
RUR-09943
rural_unimproved
2,016
rural_remote
10
2
middle
borehole
1
8
0
0
5.9
0.1
0
none
0
0
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09944
rural_unimproved
2,019
rural_remote
7
1
poor
borehole
1
9
1
194
1.7
0.03
0
none
0
0
covered_narrow_mouth
1
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09945
rural_unimproved
2,016
rural_remote
7
0
poor
protected_spring
1
18
1
216
2.4
0
0
none
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
0
1
RUR-09946
rural_unimproved
2,022
rural_remote
4
1
middle
surface_water
0
29
0
0
4.1
0
0
none
0
0
jerry_can
0
0
0
1
0
0
0
0
0
0
0
0
1
RUR-09947
rural_unimproved
2,010
rural_remote
5
3
poor
protected_spring
1
14
1
9
5.6
0.12
0
none
0
0
uncovered_container
0
1
0
0
0
0
0
0
0
0
0
1
1
RUR-09948
rural_unimproved
2,018
peri_urban
6
3
poorest
protected_spring
1
1
1
197
8.5
0
0
none
0
0
covered_narrow_mouth
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09949
rural_unimproved
2,019
rural_remote
7
2
poorest
surface_water
0
1
1
35
14
0
0
none
0
0
jerry_can
1
1
0
0
1
0
0
0
1
0
0
0
1
RUR-09950
rural_unimproved
2,022
rural_remote
7
0
rich
protected_spring
1
20
1
28
2.3
0.11
0
none
0
0
uncovered_container
0
1
0
0
0
0
1
0
1
0
0
1
0
RUR-09951
rural_unimproved
2,023
rural_village
6
4
rich
surface_water
0
19
1
373
24.4
0.16
0
none
0
0
clay_pot
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09952
rural_unimproved
2,023
rural_remote
6
2
poorest
rainwater
1
39
1
1,610
6.4
0.09
0
none
0
0
uncovered_container
0
1
0
0
0
1
0
0
1
0
0
1
1
RUR-09953
rural_unimproved
2,022
rural_remote
5
1
poor
surface_water
0
24
1
65
0.9
0.14
1
boiling
1
1
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
1
1
RUR-09954
rural_unimproved
2,017
rural_remote
6
2
poorest
unprotected_well
0
5
1
32
2.8
0
0
none
0
0
covered_wide_mouth
0
1
0
0
0
1
0
0
1
0
0
0
0
RUR-09955
rural_unimproved
2,021
rural_remote
7
1
rich
borehole
1
38
1
16
4.3
0.01
0
none
0
0
clay_pot
0
1
0
0
0
1
0
0
1
0
0
1
0
RUR-09956
rural_unimproved
2,018
rural_village
9
1
rich
protected_spring
1
1
1
8
11.2
0.3
0
none
0
0
covered_wide_mouth
0
1
0
0
1
0
0
0
1
0
0
0
0
RUR-09957
rural_unimproved
2,021
rural_remote
8
3
poorest
unprotected_well
0
22
1
76
9
0.23
1
chlorination
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
1
0
RUR-09958
rural_unimproved
2,012
rural_remote
5
2
rich
unprotected_well
0
20
0
0
4.6
0.11
0
none
0
0
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09959
rural_unimproved
2,024
peri_urban
5
2
poor
unprotected_well
0
8
1
28
4.8
0.02
0
none
0
0
uncovered_container
0
1
0
0
0
0
1
0
1
0
0
0
0
RUR-09960
rural_unimproved
2,020
rural_village
3
0
middle
surface_water
0
8
1
3
11.5
0
0
none
0
0
clay_pot
0
1
0
0
0
0
0
1
1
0
0
0
0
RUR-09961
rural_unimproved
2,022
peri_urban
6
0
poorest
rainwater
1
11
1
3
35.2
0.07
1
ceramic_filter
1
1
uncovered_container
0
0
1
0
0
0
0
1
1
0
0
1
0
RUR-09962
rural_unimproved
2,012
peri_urban
6
2
poor
rainwater
1
51
0
0
16.6
0
1
boiling
1
0
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09963
rural_unimproved
2,014
rural_village
3
0
rich
unprotected_well
0
27
1
28
2.9
0
0
none
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
1
0
RUR-09964
rural_unimproved
2,018
rural_remote
6
1
rich
surface_water
0
19
1
71
17.9
0.01
0
none
0
0
uncovered_container
0
1
0
0
0
1
0
0
1
0
0
0
1
RUR-09965
rural_unimproved
2,024
rural_village
8
1
poorest
protected_spring
1
19
0
0
5.3
0.02
1
boiling
1
0
covered_narrow_mouth
0
0
0
1
0
1
0
0
1
0
0
0
1
RUR-09966
rural_unimproved
2,010
peri_urban
7
0
poor
surface_water
0
11
1
61
38.4
0.07
0
none
0
0
uncovered_container
0
1
0
0
0
0
0
0
0
0
0
1
0
RUR-09967
rural_unimproved
2,020
rural_village
6
0
rich
protected_spring
1
19
1
85
12.6
0.07
0
none
0
0
jerry_can
0
1
0
0
0
0
0
0
0
0
0
1
0
RUR-09968
rural_unimproved
2,011
peri_urban
10
0
rich
unprotected_well
0
13
1
60
3.4
0.12
0
none
0
0
covered_narrow_mouth
0
1
0
0
0
0
0
0
0
0
0
1
0
RUR-09969
rural_unimproved
2,023
rural_village
4
1
rich
unprotected_well
0
18
1
254
3.3
0.13
0
none
0
0
jerry_can
0
1
0
0
0
0
0
0
0
0
0
0
1
RUR-09970
rural_unimproved
2,014
rural_remote
5
0
rich
rainwater
1
4
1
279
25.3
0.04
0
none
0
0
uncovered_container
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09971
rural_unimproved
2,020
rural_remote
5
3
poor
borehole
1
1
0
0
2.2
0.18
1
sodis
1
0
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
0
1
RUR-09972
rural_unimproved
2,012
rural_village
6
1
poorest
unprotected_well
0
23
1
499
7.9
0.2
0
none
0
0
covered_narrow_mouth
0
1
0
0
0
0
1
0
1
0
0
0
0
RUR-09973
rural_unimproved
2,018
peri_urban
7
0
rich
surface_water
0
1
1
53
4
0
0
none
0
0
uncovered_container
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09974
rural_unimproved
2,015
rural_remote
5
1
poorest
borehole
1
5
1
8
7.3
0.39
1
chlorination
0
0
uncovered_container
0
1
0
0
0
0
0
0
0
0
0
0
1
RUR-09975
rural_unimproved
2,023
rural_village
7
0
rich
borehole
1
16
0
0
2.6
0.24
0
none
0
0
covered_narrow_mouth
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09976
rural_unimproved
2,016
peri_urban
5
1
poorest
protected_spring
1
38
1
1,208
3.7
0.07
1
chlorination
1
1
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09977
rural_unimproved
2,017
rural_remote
8
3
poor
unprotected_well
0
5
1
29
14.5
0
0
none
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09978
rural_unimproved
2,019
rural_remote
3
2
richest
unprotected_well
0
10
1
244
1.2
0.06
0
none
0
0
covered_wide_mouth
0
1
0
0
0
1
0
0
1
0
0
0
0
RUR-09979
rural_unimproved
2,016
rural_remote
6
1
richest
unprotected_well
0
21
0
0
3.9
0.1
0
none
0
0
uncovered_container
0
0
1
0
0
0
0
0
0
0
0
0
1
RUR-09980
rural_unimproved
2,019
rural_village
5
0
rich
protected_spring
1
17
1
42
8.2
0.01
0
none
0
0
covered_narrow_mouth
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09981
rural_unimproved
2,010
rural_remote
5
1
poor
borehole
1
3
0
0
13.5
0.1
0
none
0
0
clay_pot
0
0
0
1
0
0
0
0
0
0
0
1
0
RUR-09982
rural_unimproved
2,016
peri_urban
7
4
richest
surface_water
0
33
0
0
11.2
0
1
boiling
0
0
covered_wide_mouth
0
0
1
0
0
0
0
0
0
0
0
1
1
RUR-09983
rural_unimproved
2,020
peri_urban
9
1
poorest
unprotected_well
0
10
1
10
7.6
0.1
1
boiling
1
0
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09984
rural_unimproved
2,010
rural_remote
8
1
rich
unprotected_well
0
1
1
42
3.2
0.03
0
none
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
1
0
RUR-09985
rural_unimproved
2,020
rural_remote
5
0
poorest
surface_water
0
1
1
44
5.5
0.09
1
chlorination
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09986
rural_unimproved
2,015
peri_urban
5
0
middle
protected_spring
1
8
1
8
1.6
0.12
1
boiling
1
1
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09987
rural_unimproved
2,014
rural_village
10
2
rich
protected_spring
1
40
0
0
5
0.18
1
biosand_filter
1
0
covered_wide_mouth
0
0
0
1
0
0
0
0
0
0
0
1
0
RUR-09988
rural_unimproved
2,020
rural_village
3
2
poorest
protected_spring
1
12
0
0
35.1
0.14
0
none
0
0
jerry_can
1
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09989
rural_unimproved
2,020
peri_urban
8
2
poor
unprotected_well
0
6
0
0
5.4
0
0
none
0
0
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09990
rural_unimproved
2,013
rural_remote
7
1
poorest
borehole
1
33
1
93
20
0.13
0
none
0
0
covered_wide_mouth
0
1
0
0
0
0
0
0
0
0
0
1
0
RUR-09991
rural_unimproved
2,015
rural_village
4
1
middle
surface_water
0
6
0
0
1.6
0.2
0
none
0
0
jerry_can
1
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09992
rural_unimproved
2,021
rural_remote
7
0
poor
unprotected_well
0
12
1
61
5.2
0.05
0
none
0
0
uncovered_container
0
1
0
0
0
1
0
0
1
0
0
1
1
RUR-09993
rural_unimproved
2,013
peri_urban
4
0
poorest
protected_spring
1
35
0
0
5.2
0.09
0
none
0
0
jerry_can
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09994
rural_unimproved
2,022
rural_village
3
1
poor
surface_water
0
105
0
0
1.8
0.16
0
none
0
0
covered_narrow_mouth
0
0
0
1
0
0
0
0
0
0
0
1
0
RUR-09995
rural_unimproved
2,023
rural_remote
4
1
middle
unprotected_well
0
1
1
8
1.6
0.21
1
boiling
1
1
clay_pot
0
0
0
1
0
0
0
0
0
0
0
0
0
RUR-09996
rural_unimproved
2,020
rural_village
4
1
poor
surface_water
0
11
0
0
9.6
0.04
1
boiling
0
0
uncovered_container
0
0
0
1
0
0
0
0
0
0
0
0
1
RUR-09997
rural_unimproved
2,018
rural_remote
5
1
richest
protected_spring
1
12
1
312
3.5
0.21
0
none
0
0
uncovered_container
0
1
0
0
0
0
0
0
0
0
0
0
0
RUR-09998
rural_unimproved
2,013
rural_remote
6
1
rich
unprotected_well
0
26
1
300
22.5
0.31
0
none
0
0
uncovered_container
0
1
0
0
0
0
0
1
1
0
0
1
0
RUR-09999
rural_unimproved
2,013
rural_remote
5
2
rich
unprotected_well
0
31
1
9
9.8
0.04
0
none
0
0
uncovered_container
0
1
0
0
1
0
0
0
1
0
0
0
0