Datasets:
electricsheepafrica
/
africa-synth-wash-water-scarcity-waterborne-all

Dataset card Data Studio Files
xet
 Community
record_id
string
scenario
string
year
int64
month
int64
setting
string
age
int64
sex
string
is_child_u5
int64
household_size
int64
rainfall_mm
float64
temp_c
float64
drought_index
float64
water_stress_index
float64
water_source
string
improved_water
int64
improved_sanitation
int64
handwashing_facility
int64
water_treatment_household
int64
wash_score
float64
wash_intervention
int64
diarrhoea
int64
cholera
int64
typhoid
int64
trachoma
int64
any_waterborne_disease
int64
dehydration
int64
ors_available
int64
hospitalised
int64
mortality
int64
litres_per_capita_day
float64
water_collection_minutes
float64
stunted
int64
ARI-09700
arid_groundwater_depletion
2,019
8
urban
8
female
0
5
319
33.2
0.73
1
unprotected_source
0
0
1
0
0.2
0
0
0
0
0
0
0
0
0
0
3
19
0
ARI-09701
arid_groundwater_depletion
2,021
2
rural
11
female
0
5
316
33.5
0.74
1
piped
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
12.8
0
0
ARI-09702
arid_groundwater_depletion
2,021
6
peri_urban
14
male
0
6
369
35.7
0.69
0.97
protected_well
1
1
0
0
0.6
0
0
0
0
0
0
0
1
0
0
6.2
11
0
ARI-09703
arid_groundwater_depletion
2,024
2
rural
9
female
0
6
292
33.4
0.76
0.93
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
7.2
31
0
ARI-09704
arid_groundwater_depletion
2,022
11
rural
59
male
0
3
413
35.7
0.66
0.88
surface_water
0
1
0
0
0.3
0
1
0
0
0
1
0
0
0
0
7.8
53
0
ARI-09705
arid_groundwater_depletion
2,024
11
rural
38
female
0
4
431
31.9
0.64
0.91
piped
1
1
0
0
0.6
0
0
0
1
0
1
0
0
0
0
9.7
34
0
ARI-09706
arid_groundwater_depletion
2,016
11
urban
51
male
0
3
183
31.1
0.85
0.86
unprotected_source
0
1
0
0
0.3
0
0
0
0
1
0
0
0
0
0
6.2
6
0
ARI-09707
arid_groundwater_depletion
2,013
5
rural
39
male
0
5
517
35.4
0.57
0.95
surface_water
0
1
0
0
0.3
0
1
0
0
1
1
0
1
0
0
3.9
63
0
ARI-09708
arid_groundwater_depletion
2,015
10
rural
26
male
0
5
286
34.9
0.76
1
borehole
1
0
1
0
0.5
0
0
0
0
0
0
0
1
0
0
14
12
0
ARI-09709
arid_groundwater_depletion
2,017
7
peri_urban
0
male
1
4
354
30.8
0.7
0.84
unprotected_source
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
7.6
9
1
ARI-09710
arid_groundwater_depletion
2,017
2
urban
47
female
0
4
168
32.9
0.86
0.96
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
10.3
6
0
ARI-09711
arid_groundwater_depletion
2,015
12
rural
36
female
0
5
445
36.2
0.63
0.79
surface_water
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
7.4
40
0
ARI-09712
arid_groundwater_depletion
2,016
8
rural
46
male
0
6
255
33.8
0.79
0.68
borehole
1
1
1
1
1
1
1
0
0
0
1
0
1
0
0
14.9
27
0
ARI-09713
arid_groundwater_depletion
2,013
7
rural
1
male
1
6
500
37.2
0.58
0.78
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
1
1
0
0
6.5
66
1
ARI-09714
arid_groundwater_depletion
2,011
7
rural
20
female
0
5
321
35.9
0.73
0.84
borehole
1
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
10.8
18
0
ARI-09715
arid_groundwater_depletion
2,022
12
rural
53
male
0
3
257
31.4
0.79
1
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
7.7
51
0
ARI-09716
arid_groundwater_depletion
2,011
4
peri_urban
30
male
0
4
446
35.2
0.63
0.95
protected_well
1
1
1
0
0.8
0
0
0
0
1
0
0
0
0
0
13.2
22
0
ARI-09717
arid_groundwater_depletion
2,024
12
rural
20
male
0
5
296
28.4
0.75
0.81
surface_water
0
1
0
1
0.5
0
0
0
0
0
0
0
0
0
0
5.4
28
0
ARI-09718
arid_groundwater_depletion
2,021
2
peri_urban
45
female
0
5
289
32.9
0.76
1
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
9.6
27
0
ARI-09719
arid_groundwater_depletion
2,010
1
urban
4
male
1
5
328
31
0.73
0.91
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
3.1
31
0
ARI-09720
arid_groundwater_depletion
2,018
2
rural
22
female
0
7
381
28.6
0.68
0.86
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
6.9
62
0
ARI-09721
arid_groundwater_depletion
2,010
11
urban
10
male
0
4
327
37.2
0.73
0.82
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
7.7
18
0
ARI-09722
arid_groundwater_depletion
2,024
11
rural
27
male
0
4
409
35.4
0.66
1
unprotected_source
0
1
0
0
0.3
0
0
0
0
1
0
0
1
0
0
12.1
65
0
ARI-09723
arid_groundwater_depletion
2,017
10
peri_urban
39
male
0
6
388
35.3
0.68
0.77
unprotected_source
0
1
1
0
0.5
0
1
0
0
1
1
0
1
0
0
4.8
6
0
ARI-09724
arid_groundwater_depletion
2,013
8
urban
48
male
0
5
495
33.6
0.59
1
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
0
0
0
0
3.6
11
0
ARI-09725
arid_groundwater_depletion
2,022
9
urban
26
female
0
8
397
36.8
0.67
0.88
surface_water
0
1
0
0
0.3
1
0
0
0
0
0
0
0
0
0
6.6
15
0
ARI-09726
arid_groundwater_depletion
2,014
5
rural
9
female
0
5
252
35.2
0.79
1
piped
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
9.2
17
0
ARI-09727
arid_groundwater_depletion
2,017
7
rural
20
female
0
6
497
39.5
0.59
1
surface_water
0
1
0
0
0.3
1
0
0
0
0
0
0
1
0
0
10.4
37
0
ARI-09728
arid_groundwater_depletion
2,021
2
rural
16
female
0
5
131
29.7
0.89
0.73
unprotected_source
0
1
1
0
0.5
0
1
0
0
0
1
0
0
0
0
3.6
21
0
ARI-09729
arid_groundwater_depletion
2,013
9
rural
17
female
0
6
326
31.7
0.73
0.95
unprotected_source
0
0
1
0
0.2
0
0
0
0
0
0
0
1
0
0
6.2
20
0
ARI-09730
arid_groundwater_depletion
2,019
2
rural
20
male
0
4
295
32.7
0.75
0.81
piped
1
0
0
0
0.3
0
0
0
0
1
0
0
0
0
0
18
37
0
ARI-09731
arid_groundwater_depletion
2,020
10
rural
35
male
0
4
416
31.6
0.65
0.93
surface_water
0
1
0
0
0.3
0
0
0
1
0
1
0
0
0
0
5.6
44
0
ARI-09732
arid_groundwater_depletion
2,016
6
rural
16
female
0
4
280
28.8
0.77
0.84
protected_well
1
1
0
1
0.8
0
0
0
0
0
0
0
0
0
0
13.1
20
0
ARI-09733
arid_groundwater_depletion
2,023
2
urban
31
male
0
6
435
35.1
0.64
0.88
unprotected_source
0
1
0
1
0.5
0
0
0
0
1
0
0
1
0
0
10
17
0
ARI-09734
arid_groundwater_depletion
2,011
5
rural
37
male
0
8
414
38.9
0.66
0.87
unprotected_source
0
1
1
0
0.5
0
0
0
0
1
0
0
1
0
0
8.3
17
0
ARI-09735
arid_groundwater_depletion
2,013
11
rural
0
male
1
5
363
36
0.7
0.88
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
49
1
ARI-09736
arid_groundwater_depletion
2,022
6
peri_urban
0
male
1
4
397
32.4
0.67
0.74
protected_well
1
1
0
0
0.6
0
1
0
0
0
1
0
0
0
0
14.8
19
1
ARI-09737
arid_groundwater_depletion
2,022
5
rural
4
male
1
3
452
33.8
0.62
0.67
unprotected_source
0
1
0
0
0.3
0
1
0
0
1
1
1
1
0
0
3.8
55
0
ARI-09738
arid_groundwater_depletion
2,015
8
rural
7
male
0
5
374
33.8
0.69
0.9
protected_well
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
8.3
15
0
ARI-09739
arid_groundwater_depletion
2,023
3
rural
19
female
0
5
227
31.6
0.81
0.93
protected_well
1
0
0
1
0.5
0
0
0
0
0
0
0
0
0
0
13
0
0
ARI-09740
arid_groundwater_depletion
2,019
12
rural
16
female
0
6
50
32.3
0.96
1
unprotected_source
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
4.1
30
0
ARI-09741
arid_groundwater_depletion
2,020
4
rural
26
female
0
9
350
39.3
0.71
1
borehole
1
1
0
0
0.6
0
0
0
0
1
0
0
0
0
0
15.1
27
0
ARI-09742
arid_groundwater_depletion
2,023
10
peri_urban
36
male
0
4
380
28.9
0.68
0.79
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
10.6
19
0
ARI-09743
arid_groundwater_depletion
2,012
2
peri_urban
47
female
0
4
260
33.5
0.78
0.85
borehole
1
0
0
1
0.5
0
0
0
0
0
0
0
1
0
0
12.5
3
0
ARI-09744
arid_groundwater_depletion
2,022
10
peri_urban
37
male
0
4
241
31.4
0.8
0.8
borehole
1
1
1
0
0.8
0
1
1
0
0
1
0
0
0
0
9.1
12
0
ARI-09745
arid_groundwater_depletion
2,020
3
rural
5
male
0
7
437
31.1
0.64
0.92
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
7.9
33
0
ARI-09746
arid_groundwater_depletion
2,016
5
urban
16
male
0
6
238
42
0.8
0.89
surface_water
0
1
1
0
0.5
0
1
0
0
0
1
0
0
0
0
7.1
11
0
ARI-09747
arid_groundwater_depletion
2,012
8
rural
38
female
0
6
525
33.5
0.56
0.99
unprotected_source
0
0
1
1
0.4
1
0
0
0
0
0
0
1
0
0
10.4
65
0
ARI-09748
arid_groundwater_depletion
2,021
2
rural
39
male
0
5
516
35.1
0.57
1
unprotected_source
0
1
0
0
0.3
1
0
0
0
0
0
0
1
0
0
3
60
0
ARI-09749
arid_groundwater_depletion
2,023
3
rural
9
female
0
5
524
30.9
0.56
0.98
surface_water
0
1
0
0
0.3
0
1
0
0
0
1
0
1
0
0
6.8
28
0
ARI-09750
arid_groundwater_depletion
2,012
6
rural
0
male
1
7
405
27.8
0.66
0.92
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
4.3
38
0
ARI-09751
arid_groundwater_depletion
2,014
4
rural
37
female
0
3
214
32.4
0.82
0.88
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
5.1
56
0
ARI-09752
arid_groundwater_depletion
2,020
5
rural
48
female
0
4
103
31.3
0.91
0.94
surface_water
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.5
39
0
ARI-09753
arid_groundwater_depletion
2,023
1
peri_urban
49
female
0
5
237
34.9
0.8
0.84
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
7.5
17
0
ARI-09754
arid_groundwater_depletion
2,014
1
peri_urban
14
male
0
3
372
35.6
0.69
0.84
surface_water
0
1
0
1
0.5
0
0
0
0
0
0
0
0
0
0
8.5
30
0
ARI-09755
arid_groundwater_depletion
2,024
9
peri_urban
43
male
0
3
450
34.2
0.62
0.9
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
6.2
20
0
ARI-09756
arid_groundwater_depletion
2,021
4
rural
50
female
0
4
284
32.9
0.76
1
surface_water
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
5.8
40
0
ARI-09757
arid_groundwater_depletion
2,020
8
rural
27
male
0
4
488
29
0.59
0.86
unprotected_source
0
1
0
1
0.5
0
0
0
0
0
0
0
0
0
0
8.4
43
0
ARI-09758
arid_groundwater_depletion
2,010
5
peri_urban
37
female
0
7
579
30.3
0.52
1
unprotected_source
0
1
1
1
0.7
0
1
0
0
0
1
0
0
0
0
9.4
19
0
ARI-09759
arid_groundwater_depletion
2,014
3
urban
32
female
0
6
455
36.3
0.62
0.86
surface_water
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
9.5
10
0
ARI-09760
arid_groundwater_depletion
2,021
4
rural
34
male
0
6
386
35.3
0.68
0.72
borehole
1
0
1
0
0.5
0
0
0
1
0
1
0
0
0
0
17.9
11
0
ARI-09761
arid_groundwater_depletion
2,023
8
rural
0
female
1
6
245
34.4
0.8
0.86
borehole
1
0
0
1
0.5
0
1
0
0
0
1
1
0
0
0
13.5
25
1
ARI-09762
arid_groundwater_depletion
2,011
10
peri_urban
57
male
0
5
415
31.2
0.65
0.87
surface_water
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
8.6
10
0
ARI-09763
arid_groundwater_depletion
2,013
10
urban
18
male
0
6
310
32.9
0.74
0.8
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
7
9
0
ARI-09764
arid_groundwater_depletion
2,021
10
rural
26
male
0
5
250
35.2
0.79
0.93
borehole
1
1
1
0
0.8
0
0
0
0
1
0
0
0
0
0
8.2
12
0
ARI-09765
arid_groundwater_depletion
2,012
10
peri_urban
14
male
0
5
543
33.1
0.55
0.77
unprotected_source
0
1
1
1
0.7
0
0
0
0
0
0
0
0
0
0
6.4
16
0
ARI-09766
arid_groundwater_depletion
2,020
6
rural
34
male
0
3
406
30.9
0.66
0.62
protected_well
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
15.4
7
0
ARI-09767
arid_groundwater_depletion
2,023
5
rural
8
male
0
8
346
34.1
0.71
0.87
surface_water
0
0
1
0
0.2
0
1
0
0
0
1
0
1
0
0
6.8
32
0
ARI-09768
arid_groundwater_depletion
2,013
4
rural
32
female
0
6
562
33.3
0.53
0.6
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
12.7
28
0
ARI-09769
arid_groundwater_depletion
2,014
9
rural
16
female
0
4
496
36.2
0.59
0.66
borehole
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
17.1
33
0
ARI-09770
arid_groundwater_depletion
2,015
11
rural
0
male
1
5
496
34.7
0.59
0.78
unprotected_source
0
0
1
0
0.2
0
1
0
0
0
1
1
1
0
0
8
43
0
ARI-09771
arid_groundwater_depletion
2,024
2
rural
38
male
0
3
177
34.4
0.85
0.82
unprotected_source
0
1
0
0
0.3
0
0
0
0
1
0
0
1
0
0
6.7
55
0
ARI-09772
arid_groundwater_depletion
2,023
11
rural
15
male
0
5
363
36.8
0.7
0.75
piped
1
1
1
0
0.8
0
1
0
0
0
1
0
0
0
0
9.4
42
0
ARI-09773
arid_groundwater_depletion
2,024
10
urban
26
male
0
6
342
33.5
0.71
0.65
borehole
1
1
1
0
0.8
0
0
0
1
1
1
0
0
0
0
13.8
12
0
ARI-09774
arid_groundwater_depletion
2,012
2
rural
26
female
0
4
278
32.6
0.77
0.95
unprotected_source
0
0
1
0
0.2
0
1
0
0
0
1
0
0
0
0
3.2
69
0
ARI-09775
arid_groundwater_depletion
2,024
12
peri_urban
56
female
0
5
332
30.5
0.72
0.93
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
7.2
14
0
ARI-09776
arid_groundwater_depletion
2,022
11
rural
63
female
0
6
424
35.4
0.65
0.76
unprotected_source
0
0
1
0
0.2
0
0
1
0
0
1
0
0
0
0
3
60
0
ARI-09777
arid_groundwater_depletion
2,012
12
peri_urban
22
female
0
5
350
30.7
0.71
0.89
surface_water
0
1
1
1
0.7
0
0
0
0
0
0
0
1
0
0
4.6
9
0
ARI-09778
arid_groundwater_depletion
2,023
8
urban
12
male
0
6
306
38.1
0.75
0.93
unprotected_source
0
1
0
0
0.3
1
0
0
0
0
0
0
1
0
0
3
11
0
ARI-09779
arid_groundwater_depletion
2,020
6
rural
11
male
0
6
142
34.6
0.88
1
unprotected_source
0
1
0
1
0.5
0
1
0
0
0
1
0
0
0
0
5.9
50
0
ARI-09780
arid_groundwater_depletion
2,023
1
rural
43
female
0
3
357
29.1
0.7
0.87
surface_water
0
1
0
0
0.3
0
1
0
0
0
1
0
1
0
0
8
22
0
ARI-09781
arid_groundwater_depletion
2,017
11
urban
18
male
0
5
121
33.5
0.9
0.98
unprotected_source
0
0
1
0
0.2
0
0
0
0
0
0
0
1
0
0
6.6
13
0
ARI-09782
arid_groundwater_depletion
2,015
4
rural
6
female
0
4
440
36.2
0.63
0.88
borehole
1
1
0
1
0.8
0
0
0
0
1
0
0
0
0
0
13.6
18
0
ARI-09783
arid_groundwater_depletion
2,012
8
urban
26
male
0
6
468
34.9
0.61
0.85
surface_water
0
0
1
0
0.2
1
0
0
0
0
0
0
0
0
0
8
27
0
ARI-09784
arid_groundwater_depletion
2,015
5
peri_urban
48
male
0
4
182
30.8
0.85
0.74
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
7.8
17
0
ARI-09785
arid_groundwater_depletion
2,011
3
rural
46
male
0
5
404
33.7
0.66
0.86
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.9
75
0
ARI-09786
arid_groundwater_depletion
2,016
5
rural
41
female
0
5
242
30.5
0.8
0.86
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
10.4
63
0
ARI-09787
arid_groundwater_depletion
2,023
2
rural
38
male
0
3
417
33.9
0.65
0.85
borehole
1
0
0
0
0.3
0
1
0
0
0
1
0
1
0
0
15.6
36
0
ARI-09788
arid_groundwater_depletion
2,021
7
urban
3
male
1
3
316
32.1
0.74
0.93
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
10.9
4
0
ARI-09789
arid_groundwater_depletion
2,022
8
rural
56
female
0
5
240
30.8
0.8
0.94
unprotected_source
0
1
1
0
0.5
0
0
1
0
1
1
0
1
0
0
5.4
51
0
ARI-09790
arid_groundwater_depletion
2,019
2
rural
12
female
0
3
240
35.1
0.8
0.82
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
5.9
28
0
ARI-09791
arid_groundwater_depletion
2,023
6
peri_urban
0
female
1
3
300
30.9
0.75
0.91
protected_well
1
0
0
0
0.3
0
1
0
0
0
1
0
1
0
0
17.4
11
0
ARI-09792
arid_groundwater_depletion
2,018
6
peri_urban
11
female
0
5
433
33
0.64
0.85
surface_water
0
1
1
0
0.5
0
0
1
0
0
1
0
1
0
0
3
11
0
ARI-09793
arid_groundwater_depletion
2,024
4
rural
43
female
0
6
494
32.9
0.59
1
unprotected_source
0
0
0
0
0
1
1
0
0
1
1
0
0
0
0
10.3
63
0
ARI-09794
arid_groundwater_depletion
2,010
5
rural
33
male
0
4
205
29.7
0.83
0.77
piped
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
14.6
0
0
ARI-09795
arid_groundwater_depletion
2,022
4
peri_urban
63
female
0
6
475
38.7
0.6
0.8
protected_well
1
1
1
1
1
0
0
0
0
1
0
0
1
0
0
13
8
0
ARI-09796
arid_groundwater_depletion
2,021
7
rural
30
female
0
5
501
30.2
0.58
0.94
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
3
73
0
ARI-09797
arid_groundwater_depletion
2,011
6
rural
37
female
0
5
459
33.9
0.62
0.66
borehole
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
10.7
0
0
ARI-09798
arid_groundwater_depletion
2,023
10
urban
29
female
0
5
345
29.2
0.71
0.68
protected_well
1
0
1
1
0.7
0
0
0
0
0
0
0
0
0
0
16.4
23
0
ARI-09799
arid_groundwater_depletion
2,011
5
rural
55
female
0
5
306
29.4
0.74
0.82
surface_water
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.7
12
0