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-08400
arid_groundwater_depletion
2,023
2
rural
12
male
0
4
144
32.3
0.88
0.81
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
3.3
2
0
ARI-08401
arid_groundwater_depletion
2,020
5
peri_urban
31
male
0
6
162
31.7
0.86
0.64
unprotected_source
0
0
1
0
0.2
0
1
0
0
0
1
0
0
0
0
9.3
16
0
ARI-08402
arid_groundwater_depletion
2,013
7
rural
24
male
0
6
403
30.7
0.66
0.88
borehole
1
1
0
0
0.6
1
0
0
0
0
0
0
0
0
0
18.4
27
0
ARI-08403
arid_groundwater_depletion
2,016
2
rural
48
male
0
4
367
33.5
0.69
1
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
0
0
0
3.8
18
0
ARI-08404
arid_groundwater_depletion
2,023
2
rural
31
male
0
3
351
30.6
0.71
0.71
surface_water
0
1
0
1
0.5
0
0
0
0
1
0
0
0
0
0
10.4
37
0
ARI-08405
arid_groundwater_depletion
2,016
2
rural
26
female
0
5
409
28.4
0.66
0.95
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
10.5
44
0
ARI-08406
arid_groundwater_depletion
2,017
11
rural
15
male
0
5
269
32.3
0.78
0.81
surface_water
0
1
1
0
0.5
0
1
0
0
0
1
0
1
0
0
5
42
0
ARI-08407
arid_groundwater_depletion
2,018
7
rural
41
male
0
4
517
36.2
0.57
0.86
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
5.5
30
0
ARI-08408
arid_groundwater_depletion
2,016
9
urban
31
male
0
6
410
28.7
0.66
0.86
unprotected_source
0
0
1
0
0.2
0
1
0
0
0
1
0
1
0
0
8.2
17
0
ARI-08409
arid_groundwater_depletion
2,017
5
rural
0
male
1
2
225
37.8
0.81
1
protected_well
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
12.3
38
1
ARI-08410
arid_groundwater_depletion
2,022
1
peri_urban
14
male
0
3
414
33.5
0.66
0.83
borehole
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
12
13
0
ARI-08411
arid_groundwater_depletion
2,023
6
rural
5
female
0
6
300
34.8
0.75
0.94
borehole
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
8.6
11
0
ARI-08412
arid_groundwater_depletion
2,022
1
rural
0
female
1
3
371
35.4
0.69
0.77
piped
1
1
0
0
0.6
1
1
0
0
0
1
0
1
0
0
15.5
0
0
ARI-08413
arid_groundwater_depletion
2,022
10
rural
18
female
0
4
222
30.1
0.81
0.97
protected_well
1
0
0
0
0.3
0
1
0
0
0
1
0
0
1
0
11
35
0
ARI-08414
arid_groundwater_depletion
2,024
2
peri_urban
23
female
0
5
333
34.2
0.72
0.78
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
3
18
0
ARI-08415
arid_groundwater_depletion
2,020
2
peri_urban
44
female
0
6
529
31.8
0.56
0.8
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
8.2
17
0
ARI-08416
arid_groundwater_depletion
2,012
6
urban
25
male
0
8
302
33
0.75
0.77
piped
1
0
1
0
0.5
0
1
0
0
1
1
0
1
0
0
21
19
0
ARI-08417
arid_groundwater_depletion
2,016
9
peri_urban
3
male
1
2
254
31.7
0.79
0.92
surface_water
0
0
1
0
0.2
1
0
0
0
1
0
0
0
0
0
3
16
1
ARI-08418
arid_groundwater_depletion
2,017
11
rural
24
male
0
5
395
27.9
0.67
1
piped
1
0
1
0
0.5
0
0
0
0
0
0
0
1
0
0
14.1
30
0
ARI-08419
arid_groundwater_depletion
2,017
6
rural
6
female
0
5
495
29.3
0.59
0.72
protected_well
1
0
0
0
0.3
0
0
1
0
1
1
0
0
0
0
14
14
0
ARI-08420
arid_groundwater_depletion
2,017
5
rural
0
male
1
6
545
34.9
0.55
0.68
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
3
17
0
ARI-08421
arid_groundwater_depletion
2,014
2
peri_urban
35
female
0
5
346
25.8
0.71
0.89
unprotected_source
0
1
1
0
0.5
0
1
0
0
0
1
0
1
0
0
8.2
3
0
ARI-08422
arid_groundwater_depletion
2,019
6
rural
22
male
0
3
189
34
0.84
1
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
0
0
0
0
9.9
59
0
ARI-08423
arid_groundwater_depletion
2,014
7
peri_urban
31
female
0
4
333
34.6
0.72
0.78
unprotected_source
0
1
1
0
0.5
0
1
0
0
0
1
0
0
0
0
4.6
18
0
ARI-08424
arid_groundwater_depletion
2,017
1
urban
31
male
0
7
377
34.3
0.69
1
borehole
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
13.3
21
0
ARI-08425
arid_groundwater_depletion
2,010
10
rural
0
female
1
7
350
31.5
0.71
1
unprotected_source
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
4.9
34
1
ARI-08426
arid_groundwater_depletion
2,020
3
rural
13
male
0
6
358
32.4
0.7
0.9
unprotected_source
0
1
0
0
0.3
0
0
0
0
1
0
0
1
0
0
5
61
0
ARI-08427
arid_groundwater_depletion
2,011
11
rural
40
female
0
5
542
35.3
0.55
0.84
surface_water
0
1
0
0
0.3
0
0
0
0
1
0
0
0
0
0
3
41
0
ARI-08428
arid_groundwater_depletion
2,015
3
urban
41
male
0
8
467
34.7
0.61
0.93
surface_water
0
0
1
0
0.2
0
0
0
1
0
1
0
1
0
0
8.9
15
0
ARI-08429
arid_groundwater_depletion
2,018
1
rural
11
male
0
6
462
27.9
0.61
0.78
surface_water
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
6.1
30
0
ARI-08430
arid_groundwater_depletion
2,010
1
peri_urban
16
male
0
3
322
36.2
0.73
1
unprotected_source
0
1
0
0
0.3
1
1
0
0
1
1
0
1
0
0
3
13
0
ARI-08431
arid_groundwater_depletion
2,023
2
peri_urban
58
male
0
3
309
39.2
0.74
0.87
surface_water
0
1
1
0
0.5
1
1
0
0
0
1
0
0
0
0
8.9
9
0
ARI-08432
arid_groundwater_depletion
2,012
10
rural
0
male
1
3
476
31.6
0.6
0.85
surface_water
0
0
1
0
0.2
0
0
0
0
0
0
0
0
0
0
9.9
35
1
ARI-08433
arid_groundwater_depletion
2,011
8
peri_urban
35
male
0
6
443
34
0.63
0.83
borehole
1
0
1
0
0.5
0
0
1
0
0
1
0
1
0
0
13.5
21
0
ARI-08434
arid_groundwater_depletion
2,011
7
rural
0
male
1
7
407
31
0.66
0.82
surface_water
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
7.8
17
1
ARI-08435
arid_groundwater_depletion
2,020
2
rural
11
female
0
5
499
30.2
0.58
0.83
unprotected_source
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
7.1
39
0
ARI-08436
arid_groundwater_depletion
2,021
8
peri_urban
9
female
0
4
366
29.5
0.69
0.72
borehole
1
0
1
0
0.5
0
0
0
0
0
0
0
0
0
0
18.9
11
0
ARI-08437
arid_groundwater_depletion
2,014
9
rural
24
male
0
5
501
35.8
0.58
0.63
unprotected_source
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
12.4
63
0
ARI-08438
arid_groundwater_depletion
2,022
8
urban
0
female
1
5
578
37.1
0.52
0.68
borehole
1
1
0
0
0.6
1
0
0
0
0
0
0
1
0
0
22
7
1
ARI-08439
arid_groundwater_depletion
2,022
6
rural
30
female
0
4
379
30.6
0.68
0.83
surface_water
0
0
0
1
0.2
0
1
0
0
0
1
0
0
0
0
5.4
54
0
ARI-08440
arid_groundwater_depletion
2,012
1
peri_urban
80
male
0
6
280
34.8
0.77
0.81
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
0
0
0
6.1
13
0
ARI-08441
arid_groundwater_depletion
2,012
3
rural
0
male
1
6
440
29.8
0.63
0.76
borehole
1
1
0
0
0.6
0
0
0
1
0
1
0
0
0
0
5.4
0
0
ARI-08442
arid_groundwater_depletion
2,021
2
rural
51
female
0
6
292
26.4
0.76
0.82
surface_water
0
1
0
0
0.3
0
1
0
0
0
1
0
1
1
0
3
47
0
ARI-08443
arid_groundwater_depletion
2,015
4
peri_urban
40
male
0
4
329
33
0.73
0.91
protected_well
1
1
1
0
0.8
0
0
0
0
1
0
0
1
0
0
14.5
21
0
ARI-08444
arid_groundwater_depletion
2,014
8
rural
36
female
0
5
110
31.9
0.91
0.89
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
5.6
55
0
ARI-08445
arid_groundwater_depletion
2,015
11
rural
30
female
0
8
308
29.3
0.74
0.98
unprotected_source
0
1
0
0
0.3
0
1
0
0
1
1
0
1
1
0
4
31
0
ARI-08446
arid_groundwater_depletion
2,013
9
rural
7
male
0
5
420
34.7
0.65
0.98
protected_well
1
1
0
1
0.8
0
0
0
0
1
0
0
1
0
0
12.8
20
0
ARI-08447
arid_groundwater_depletion
2,022
4
rural
10
male
0
4
251
37.3
0.79
0.8
piped
1
1
0
1
0.8
1
1
0
0
0
1
0
0
0
0
13.1
14
0
ARI-08448
arid_groundwater_depletion
2,021
7
rural
22
male
0
5
270
30.9
0.77
0.66
piped
1
1
1
0
0.8
1
0
0
0
0
0
0
0
0
0
13.8
14
0
ARI-08449
arid_groundwater_depletion
2,017
7
rural
18
male
0
8
399
34.2
0.67
0.94
surface_water
0
0
1
0
0.2
0
0
0
0
0
0
0
0
0
0
3
38
0
ARI-08450
arid_groundwater_depletion
2,013
7
rural
0
female
1
4
322
31.3
0.73
0.72
piped
1
0
0
0
0.3
0
0
0
0
0
0
0
1
0
0
20.9
50
0
ARI-08451
arid_groundwater_depletion
2,016
7
peri_urban
6
male
0
6
439
34.8
0.63
0.9
borehole
1
0
0
0
0.3
0
0
0
0
1
0
0
0
0
0
11.1
20
0
ARI-08452
arid_groundwater_depletion
2,021
3
urban
16
female
0
4
526
37.7
0.56
0.87
protected_well
1
1
0
0
0.6
1
0
0
0
0
0
0
1
0
0
14.7
12
0
ARI-08453
arid_groundwater_depletion
2,015
6
rural
43
female
0
7
252
27.2
0.79
0.72
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
0
0
0
0
6.3
53
0
ARI-08454
arid_groundwater_depletion
2,022
3
rural
36
female
0
7
188
27.3
0.84
0.93
surface_water
0
1
0
0
0.3
0
1
0
0
0
1
0
1
0
0
4.7
54
0
ARI-08455
arid_groundwater_depletion
2,020
3
rural
22
male
0
4
530
25.8
0.56
0.96
surface_water
0
1
0
1
0.5
1
1
0
0
0
1
0
1
0
0
9
54
0
ARI-08456
arid_groundwater_depletion
2,014
12
urban
0
male
1
6
463
36.2
0.61
1
borehole
1
1
0
0
0.6
0
0
1
0
0
1
0
1
0
0
9.7
16
1
ARI-08457
arid_groundwater_depletion
2,014
12
peri_urban
58
female
0
4
426
31.3
0.64
0.88
protected_well
1
1
1
0
0.8
1
1
0
0
0
1
0
1
0
0
12.8
20
0
ARI-08458
arid_groundwater_depletion
2,023
12
rural
34
male
0
5
692
37.4
0.42
0.82
surface_water
0
1
0
0
0.3
0
1
0
0
0
1
0
0
0
0
4.2
58
0
ARI-08459
arid_groundwater_depletion
2,023
8
rural
0
male
1
7
510
33.1
0.57
1
unprotected_source
0
1
1
1
0.7
0
0
0
1
1
1
0
0
0
0
5.1
33
1
ARI-08460
arid_groundwater_depletion
2,016
5
rural
43
female
0
5
350
31.1
0.71
0.91
surface_water
0
1
0
0
0.3
1
0
0
0
0
0
0
0
0
0
4
30
0
ARI-08461
arid_groundwater_depletion
2,022
4
urban
35
female
0
7
361
31.7
0.7
1
piped
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
9.2
16
0
ARI-08462
arid_groundwater_depletion
2,012
8
rural
0
male
1
5
332
35.5
0.72
0.93
piped
1
1
1
0
0.8
0
0
0
0
0
0
0
1
0
0
10.3
35
1
ARI-08463
arid_groundwater_depletion
2,019
9
rural
0
female
1
2
323
37.2
0.73
0.85
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
0
0
0
4.2
43
1
ARI-08464
arid_groundwater_depletion
2,013
2
urban
55
female
0
6
400
31.4
0.67
0.54
unprotected_source
0
1
0
0
0.3
1
0
0
0
0
0
0
1
0
0
3
23
0
ARI-08465
arid_groundwater_depletion
2,014
2
rural
26
male
0
2
292
33.1
0.76
0.95
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
3.3
40
0
ARI-08466
arid_groundwater_depletion
2,019
10
peri_urban
44
male
0
5
105
33.9
0.91
0.79
protected_well
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
16.7
14
0
ARI-08467
arid_groundwater_depletion
2,023
6
peri_urban
16
male
0
4
495
32.7
0.59
0.91
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
9.2
5
0
ARI-08468
arid_groundwater_depletion
2,019
10
rural
29
female
0
7
183
37.4
0.85
0.83
surface_water
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
10.9
69
0
ARI-08469
arid_groundwater_depletion
2,016
12
peri_urban
21
male
0
5
483
33.8
0.6
0.78
unprotected_source
0
0
0
1
0.2
0
0
0
0
1
0
0
0
0
0
5.5
17
0
ARI-08470
arid_groundwater_depletion
2,011
7
peri_urban
14
female
0
5
399
39.9
0.67
0.72
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
3.8
29
0
ARI-08471
arid_groundwater_depletion
2,015
10
urban
8
male
0
6
357
31.6
0.7
0.74
borehole
1
1
1
0
0.8
0
1
0
1
0
1
0
1
0
0
13.6
11
0
ARI-08472
arid_groundwater_depletion
2,011
12
rural
36
female
0
5
606
36.4
0.5
0.82
surface_water
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
3
35
0
ARI-08473
arid_groundwater_depletion
2,021
3
urban
22
male
0
6
371
32.7
0.69
0.91
piped
1
1
0
1
0.8
0
0
0
0
0
0
0
1
0
0
8.5
9
0
ARI-08474
arid_groundwater_depletion
2,022
12
urban
16
female
0
5
194
31.6
0.84
0.92
unprotected_source
0
1
0
0
0.3
0
0
1
0
0
1
0
1
0
0
6.6
0
0
ARI-08475
arid_groundwater_depletion
2,024
12
peri_urban
19
female
0
7
301
31
0.75
0.81
borehole
1
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
12.1
22
0
ARI-08476
arid_groundwater_depletion
2,010
7
rural
16
female
0
6
474
32.7
0.6
0.75
borehole
1
1
0
1
0.8
0
1
0
0
0
1
0
1
0
0
16.3
44
0
ARI-08477
arid_groundwater_depletion
2,015
4
peri_urban
35
male
0
7
428
39.8
0.64
0.89
unprotected_source
0
0
1
0
0.2
0
0
0
0
1
0
0
1
0
0
7.4
2
0
ARI-08478
arid_groundwater_depletion
2,019
2
rural
23
male
0
4
361
34.8
0.7
1
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
3.9
54
0
ARI-08479
arid_groundwater_depletion
2,019
1
rural
43
female
0
4
188
34
0.84
0.73
borehole
1
1
0
0
0.6
0
0
1
0
0
1
0
0
0
0
10
0
0
ARI-08480
arid_groundwater_depletion
2,011
8
peri_urban
18
male
0
4
115
36.4
0.9
0.79
unprotected_source
0
1
0
0
0.3
1
0
0
0
1
0
0
1
0
0
4.9
14
0
ARI-08481
arid_groundwater_depletion
2,013
1
urban
5
male
0
5
248
29.5
0.79
0.76
borehole
1
0
1
0
0.5
0
1
0
0
0
1
0
0
0
0
11.5
18
0
ARI-08482
arid_groundwater_depletion
2,023
10
urban
3
male
1
5
323
34.6
0.73
0.88
piped
1
1
1
0
0.8
0
0
0
0
1
0
0
0
0
0
8.8
22
0
ARI-08483
arid_groundwater_depletion
2,017
6
peri_urban
0
female
1
6
380
33.8
0.68
1
unprotected_source
0
0
1
1
0.4
0
0
0
1
0
1
0
0
0
0
9.3
12
1
ARI-08484
arid_groundwater_depletion
2,015
11
rural
10
female
0
7
190
36.1
0.84
0.97
piped
1
1
0
1
0.8
0
0
0
0
0
0
0
0
0
0
13.5
18
0
ARI-08485
arid_groundwater_depletion
2,015
6
rural
3
male
1
5
525
30.6
0.56
0.71
protected_well
1
1
1
0
0.8
0
0
0
0
0
0
0
1
0
0
11.9
23
1
ARI-08486
arid_groundwater_depletion
2,019
2
rural
20
male
0
5
319
36.5
0.73
0.72
unprotected_source
0
0
1
1
0.4
0
0
0
0
0
0
0
1
0
0
9.7
54
0
ARI-08487
arid_groundwater_depletion
2,015
2
rural
39
male
0
4
258
29.9
0.78
0.94
unprotected_source
0
1
1
0
0.5
0
1
1
0
0
1
0
1
0
0
7.8
63
0
ARI-08488
arid_groundwater_depletion
2,016
5
rural
35
male
0
8
238
30.7
0.8
0.82
surface_water
0
1
1
0
0.5
0
0
0
0
1
0
0
0
0
0
3
72
0
ARI-08489
arid_groundwater_depletion
2,012
6
rural
55
male
0
5
370
33.9
0.69
0.88
unprotected_source
0
0
0
0
0
1
1
0
0
0
1
0
0
0
0
3
63
0
ARI-08490
arid_groundwater_depletion
2,014
10
peri_urban
24
male
0
6
426
33.1
0.64
0.74
unprotected_source
0
0
1
1
0.4
1
0
0
0
0
0
0
0
0
0
5.1
24
0
ARI-08491
arid_groundwater_depletion
2,020
2
rural
30
male
0
4
182
26.3
0.85
0.82
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
4
60
0
ARI-08492
arid_groundwater_depletion
2,011
3
peri_urban
29
female
0
3
381
29.2
0.68
1
borehole
1
1
1
0
0.8
1
0
0
0
0
0
0
0
0
0
12.2
25
0
ARI-08493
arid_groundwater_depletion
2,023
7
urban
19
female
0
6
263
30.2
0.78
0.91
borehole
1
1
1
0
0.8
0
0
0
0
0
0
0
1
0
0
11.1
19
0
ARI-08494
arid_groundwater_depletion
2,012
4
rural
10
male
0
7
329
31.9
0.73
0.91
piped
1
1
0
0
0.6
0
1
0
0
0
1
0
0
0
0
13.4
7
0
ARI-08495
arid_groundwater_depletion
2,017
11
peri_urban
30
female
0
4
405
34
0.66
0.82
piped
1
1
0
0
0.6
0
0
0
0
0
0
0
1
0
0
16.1
8
0
ARI-08496
arid_groundwater_depletion
2,014
8
rural
29
female
0
5
304
33.3
0.75
0.93
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
4.8
29
0
ARI-08497
arid_groundwater_depletion
2,022
2
peri_urban
14
male
0
6
277
37.9
0.77
0.97
unprotected_source
0
1
1
1
0.7
0
1
0
0
0
1
0
0
0
0
8
10
0
ARI-08498
arid_groundwater_depletion
2,018
5
urban
0
male
1
4
315
26.4
0.74
0.88
piped
1
1
1
0
0.8
0
0
0
0
0
0
0
1
0
0
14.6
23
1
ARI-08499
arid_groundwater_depletion
2,010
6
rural
40
male
0
4
329
28.3
0.73
0.85
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
0
0
0
10.3
65
0