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-00800
arid_groundwater_depletion
2,021
1
urban
38
male
0
6
227
30.7
0.81
1
borehole
1
1
0
0
0.6
0
0
0
0
0
0
0
1
0
0
8.7
15
0
ARI-00801
arid_groundwater_depletion
2,013
11
rural
36
male
0
5
560
32.5
0.53
0.72
surface_water
0
1
0
0
0.3
1
1
0
0
0
1
0
1
0
0
3
51
0
ARI-00802
arid_groundwater_depletion
2,016
4
rural
26
female
0
7
405
32.3
0.66
1
surface_water
0
0
1
0
0.2
0
0
0
0
1
0
0
1
0
0
3
26
0
ARI-00803
arid_groundwater_depletion
2,022
8
rural
13
female
0
4
176
31.4
0.85
0.85
piped
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
16.7
41
0
ARI-00804
arid_groundwater_depletion
2,012
1
rural
21
male
0
6
543
33.7
0.55
0.72
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
4.8
0
0
ARI-00805
arid_groundwater_depletion
2,017
10
urban
18
male
0
8
387
34
0.68
0.91
piped
1
0
0
1
0.5
0
0
0
0
0
0
0
0
0
0
10.5
19
0
ARI-00806
arid_groundwater_depletion
2,023
10
rural
23
female
0
5
299
36.4
0.75
0.81
surface_water
0
1
0
0
0.3
0
0
1
0
0
1
0
1
0
0
12.2
20
0
ARI-00807
arid_groundwater_depletion
2,015
12
urban
48
female
0
5
402
30.8
0.67
0.8
surface_water
0
1
1
0
0.5
0
1
0
0
0
1
0
1
0
0
3.8
20
0
ARI-00808
arid_groundwater_depletion
2,024
2
rural
44
male
0
7
526
32.9
0.56
0.68
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
3.3
55
0
ARI-00809
arid_groundwater_depletion
2,012
10
rural
34
male
0
3
570
35.2
0.53
0.83
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
0
1
0
0
5.1
60
0
ARI-00810
arid_groundwater_depletion
2,024
6
rural
24
female
0
5
554
31.5
0.54
0.91
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
0
0
0
0
8.4
51
0
ARI-00811
arid_groundwater_depletion
2,022
2
rural
37
male
0
5
511
29.2
0.57
0.97
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.3
60
0
ARI-00812
arid_groundwater_depletion
2,023
4
peri_urban
18
male
0
3
335
34.5
0.72
0.85
borehole
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
13.5
30
0
ARI-00813
arid_groundwater_depletion
2,024
11
rural
39
male
0
8
510
37.8
0.57
0.94
unprotected_source
0
1
1
0
0.5
0
0
1
0
0
1
0
0
1
0
10.7
66
0
ARI-00814
arid_groundwater_depletion
2,020
9
peri_urban
11
male
0
2
403
35.2
0.66
0.75
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
8.4
14
0
ARI-00815
arid_groundwater_depletion
2,024
2
rural
30
male
0
4
314
33.7
0.74
0.84
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
8.1
44
0
ARI-00816
arid_groundwater_depletion
2,023
4
rural
20
female
0
5
183
27.8
0.85
0.67
protected_well
1
1
0
0
0.6
1
1
0
0
0
1
0
0
1
0
13.9
27
0
ARI-00817
arid_groundwater_depletion
2,020
9
peri_urban
17
female
0
5
586
33.8
0.51
0.83
protected_well
1
1
1
1
1
1
0
0
0
1
0
0
0
0
0
20.6
28
0
ARI-00818
arid_groundwater_depletion
2,018
3
urban
39
male
0
7
265
34.4
0.78
0.84
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
8.5
20
0
ARI-00819
arid_groundwater_depletion
2,021
8
rural
32
female
0
4
261
32.1
0.78
0.91
surface_water
0
1
0
0
0.3
0
0
0
1
0
1
0
0
1
0
10.2
31
0
ARI-00820
arid_groundwater_depletion
2,011
3
peri_urban
54
male
0
5
197
38.5
0.84
0.68
surface_water
0
0
0
0
0
1
1
0
0
1
1
0
0
1
0
9
21
0
ARI-00821
arid_groundwater_depletion
2,020
11
rural
18
female
0
6
384
37.8
0.68
0.9
borehole
1
1
1
0
0.8
0
0
0
0
1
0
0
0
0
0
15.1
44
0
ARI-00822
arid_groundwater_depletion
2,020
11
peri_urban
8
male
0
6
483
36.6
0.6
0.92
piped
1
0
1
0
0.5
0
0
0
0
1
0
0
0
0
0
12.6
12
0
ARI-00823
arid_groundwater_depletion
2,014
9
peri_urban
12
male
0
8
371
34.6
0.69
0.8
protected_well
1
1
0
0
0.6
0
0
0
0
0
0
0
1
0
0
19.2
12
0
ARI-00824
arid_groundwater_depletion
2,019
8
rural
26
male
0
4
463
31.5
0.61
0.88
unprotected_source
0
1
0
0
0.3
1
1
0
0
1
1
0
0
0
0
6.9
39
0
ARI-00825
arid_groundwater_depletion
2,014
12
peri_urban
43
female
0
4
499
31.1
0.58
1
protected_well
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
12.6
11
0
ARI-00826
arid_groundwater_depletion
2,023
4
rural
40
female
0
4
535
33.4
0.55
0.82
surface_water
0
1
0
0
0.3
0
1
0
0
0
1
0
1
0
0
4.8
32
0
ARI-00827
arid_groundwater_depletion
2,012
6
rural
22
male
0
5
423
35.2
0.65
0.84
surface_water
0
1
0
1
0.5
0
0
0
0
0
0
0
1
0
0
11.5
48
0
ARI-00828
arid_groundwater_depletion
2,020
12
rural
38
female
0
8
327
35.7
0.73
0.84
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
10.5
50
0
ARI-00829
arid_groundwater_depletion
2,021
6
rural
0
female
1
4
490
34.8
0.59
0.91
borehole
1
1
0
0
0.6
0
1
0
0
0
1
1
0
0
0
11.7
3
1
ARI-00830
arid_groundwater_depletion
2,019
4
peri_urban
28
male
0
5
446
26.8
0.63
0.79
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
3.7
18
0
ARI-00831
arid_groundwater_depletion
2,024
5
peri_urban
38
male
0
7
392
32.9
0.67
0.84
borehole
1
1
1
0
0.8
0
0
0
0
1
0
0
0
0
0
16.7
0
0
ARI-00832
arid_groundwater_depletion
2,019
6
rural
42
male
0
7
379
28.9
0.68
0.61
borehole
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
9.7
23
0
ARI-00833
arid_groundwater_depletion
2,019
5
peri_urban
24
female
0
5
306
32.2
0.75
0.73
unprotected_source
0
1
1
0
0.5
0
1
1
0
0
1
0
1
0
0
12.1
18
0
ARI-00834
arid_groundwater_depletion
2,021
8
peri_urban
43
male
0
5
224
32.4
0.81
0.79
borehole
1
0
0
0
0.3
0
0
0
0
0
0
0
1
0
0
10.5
4
0
ARI-00835
arid_groundwater_depletion
2,016
6
peri_urban
18
female
0
6
366
29.1
0.69
0.56
surface_water
0
0
1
0
0.2
1
0
0
0
0
0
0
1
0
0
3
24
0
ARI-00836
arid_groundwater_depletion
2,018
4
peri_urban
30
female
0
6
336
34.2
0.72
0.95
unprotected_source
0
1
1
0
0.5
0
1
0
0
0
1
0
0
0
0
4.9
15
0
ARI-00837
arid_groundwater_depletion
2,018
3
urban
30
male
0
3
297
31.1
0.75
0.83
unprotected_source
0
0
1
0
0.2
0
0
0
0
0
0
0
1
0
0
4.7
21
0
ARI-00838
arid_groundwater_depletion
2,023
10
urban
0
male
1
5
298
31
0.75
1
surface_water
0
1
1
1
0.7
0
0
0
0
1
0
0
0
0
0
7.9
17
0
ARI-00839
arid_groundwater_depletion
2,021
4
rural
32
male
0
6
183
33
0.85
1
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.1
32
0
ARI-00840
arid_groundwater_depletion
2,023
3
rural
21
male
0
3
290
34
0.76
0.85
unprotected_source
0
0
1
0
0.2
0
0
1
0
0
1
0
0
0
0
4
54
0
ARI-00841
arid_groundwater_depletion
2,011
3
rural
29
male
0
5
524
28.7
0.56
0.64
protected_well
1
0
0
1
0.5
0
0
0
1
0
1
0
0
0
0
17.1
33
0
ARI-00842
arid_groundwater_depletion
2,020
7
urban
16
male
0
4
557
30.8
0.54
0.86
surface_water
0
1
1
0
0.5
0
0
1
0
0
1
0
0
0
0
10
15
0
ARI-00843
arid_groundwater_depletion
2,012
10
rural
12
male
0
3
266
35.7
0.78
0.82
surface_water
0
1
0
0
0.3
0
1
0
1
0
1
0
0
0
0
9.4
45
0
ARI-00844
arid_groundwater_depletion
2,021
9
urban
33
male
0
5
319
26.7
0.73
0.63
borehole
1
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
14.2
10
0
ARI-00845
arid_groundwater_depletion
2,011
4
urban
50
female
0
3
308
34
0.74
0.84
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
0
0
0
4.9
15
0
ARI-00846
arid_groundwater_depletion
2,011
3
urban
43
female
0
3
392
38.3
0.67
0.86
surface_water
0
1
0
0
0.3
0
0
0
0
1
0
0
0
0
0
3.6
15
0
ARI-00847
arid_groundwater_depletion
2,023
6
urban
26
female
0
7
519
29.1
0.57
0.7
surface_water
0
0
0
0
0
1
1
0
0
1
1
0
1
0
0
9.3
16
0
ARI-00848
arid_groundwater_depletion
2,011
3
rural
0
male
1
5
228
38.9
0.81
1
surface_water
0
0
0
0
0
1
1
0
0
0
1
1
1
0
0
3.6
39
0
ARI-00849
arid_groundwater_depletion
2,018
8
urban
0
male
1
4
592
33.9
0.51
0.98
borehole
1
1
0
0
0.6
0
1
0
0
1
1
0
0
0
0
11.6
23
0
ARI-00850
arid_groundwater_depletion
2,019
5
urban
38
male
0
6
472
33.6
0.61
0.64
piped
1
1
1
1
1
0
0
0
0
1
0
0
0
0
0
13.5
28
0
ARI-00851
arid_groundwater_depletion
2,021
4
rural
18
female
0
5
483
34.2
0.6
0.65
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
0
0
0
0
9.3
41
0
ARI-00852
arid_groundwater_depletion
2,014
4
rural
0
female
1
5
227
32.3
0.81
0.92
borehole
1
1
0
0
0.6
0
0
0
0
0
0
0
1
0
0
13.5
36
0
ARI-00853
arid_groundwater_depletion
2,019
11
peri_urban
50
female
0
6
496
37.2
0.59
0.75
protected_well
1
1
1
0
0.8
0
0
0
0
0
0
0
1
0
0
16
14
0
ARI-00854
arid_groundwater_depletion
2,024
1
rural
20
male
0
6
506
34
0.58
0.88
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
3.2
76
0
ARI-00855
arid_groundwater_depletion
2,023
7
peri_urban
25
male
0
6
590
30.7
0.51
0.76
surface_water
0
0
1
0
0.2
0
0
0
0
1
0
0
0
0
0
3.2
9
0
ARI-00856
arid_groundwater_depletion
2,022
3
peri_urban
39
female
0
5
383
34.9
0.68
0.65
surface_water
0
0
1
0
0.2
0
0
0
0
0
0
0
1
0
0
8.5
21
0
ARI-00857
arid_groundwater_depletion
2,024
9
rural
2
male
1
5
311
31.6
0.74
0.77
surface_water
0
1
0
0
0.3
0
1
1
0
0
1
0
1
1
0
6.3
40
1
ARI-00858
arid_groundwater_depletion
2,023
2
peri_urban
31
male
0
8
229
31
0.81
0.89
surface_water
0
1
0
1
0.5
0
1
0
0
0
1
0
0
0
0
7.3
0
0
ARI-00859
arid_groundwater_depletion
2,020
11
peri_urban
2
male
1
6
270
28.1
0.78
0.62
borehole
1
0
0
0
0.3
0
1
0
0
0
1
1
0
0
0
7.3
11
1
ARI-00860
arid_groundwater_depletion
2,021
7
peri_urban
48
male
0
4
485
33.1
0.6
0.76
borehole
1
1
1
0
0.8
1
0
0
0
0
0
0
0
0
0
17.4
16
0
ARI-00861
arid_groundwater_depletion
2,011
9
rural
3
male
1
4
542
28.3
0.55
0.69
piped
1
0
0
0
0.3
0
1
0
0
0
1
0
0
0
0
19
15
1
ARI-00862
arid_groundwater_depletion
2,018
5
peri_urban
0
male
1
5
131
33.7
0.89
0.94
unprotected_source
0
1
1
0
0.5
1
0
0
1
0
1
0
1
0
0
5
0
0
ARI-00863
arid_groundwater_depletion
2,016
9
rural
28
male
0
3
299
37.6
0.75
0.63
protected_well
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
13.1
18
0
ARI-00864
arid_groundwater_depletion
2,020
4
rural
31
male
0
4
431
30.5
0.64
0.96
piped
1
1
1
1
1
1
0
0
0
0
0
0
1
0
0
12.2
40
0
ARI-00865
arid_groundwater_depletion
2,018
9
rural
45
female
0
7
458
35.7
0.62
0.82
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
0
0
0
0
4.1
32
0
ARI-00866
arid_groundwater_depletion
2,022
7
rural
27
female
0
6
424
38
0.65
0.72
surface_water
0
1
0
0
0.3
1
1
0
0
0
1
0
0
0
0
15.5
50
0
ARI-00867
arid_groundwater_depletion
2,020
10
urban
26
male
0
5
368
35.3
0.69
0.8
borehole
1
0
1
0
0.5
0
0
0
0
0
0
0
1
0
0
13.3
16
0
ARI-00868
arid_groundwater_depletion
2,019
5
rural
39
female
0
3
286
37.2
0.76
0.89
surface_water
0
1
1
0
0.5
0
1
0
0
0
1
0
1
0
0
7.5
47
0
ARI-00869
arid_groundwater_depletion
2,023
7
urban
33
female
0
4
285
32.4
0.76
0.9
unprotected_source
0
1
1
0
0.5
0
1
0
0
0
1
0
1
0
0
9.8
16
0
ARI-00870
arid_groundwater_depletion
2,020
6
urban
36
female
0
2
341
29.8
0.72
0.76
surface_water
0
0
1
0
0.2
0
0
0
0
0
0
0
1
0
0
5.9
16
0
ARI-00871
arid_groundwater_depletion
2,021
3
rural
18
female
0
4
526
35.1
0.56
0.61
borehole
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
8.9
14
0
ARI-00872
arid_groundwater_depletion
2,021
5
urban
17
male
0
6
492
35.3
0.59
0.83
unprotected_source
0
1
1
0
0.5
0
1
0
0
1
1
0
0
0
0
5.1
19
0
ARI-00873
arid_groundwater_depletion
2,022
9
peri_urban
48
female
0
7
572
34.7
0.52
0.9
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
12.4
15
0
ARI-00874
arid_groundwater_depletion
2,014
3
peri_urban
10
female
0
7
338
36.5
0.72
1
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
6.7
29
0
ARI-00875
arid_groundwater_depletion
2,023
4
rural
50
female
0
3
562
33.4
0.53
0.94
piped
1
1
1
1
1
0
0
0
0
1
0
0
1
0
0
13.6
0
0
ARI-00876
arid_groundwater_depletion
2,012
8
urban
19
male
0
5
657
30.7
0.45
0.85
surface_water
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
3
18
0
ARI-00877
arid_groundwater_depletion
2,022
5
rural
1
male
1
3
320
37.4
0.73
0.82
borehole
1
1
0
0
0.6
0
0
1
0
0
1
0
0
0
0
16.3
5
1
ARI-00878
arid_groundwater_depletion
2,011
10
rural
0
male
1
2
309
32.7
0.74
0.82
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.7
75
0
ARI-00879
arid_groundwater_depletion
2,020
9
rural
22
male
0
4
469
33.8
0.61
0.94
unprotected_source
0
1
0
0
0.3
1
0
0
0
0
0
0
0
0
0
4.1
47
0
ARI-00880
arid_groundwater_depletion
2,018
9
rural
5
female
0
5
242
31.5
0.8
0.73
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
9.3
50
0
ARI-00881
arid_groundwater_depletion
2,011
11
rural
11
male
0
5
320
38.5
0.73
0.93
piped
1
1
0
0
0.6
0
1
0
0
0
1
0
0
0
0
10.3
42
0
ARI-00882
arid_groundwater_depletion
2,021
8
rural
20
male
0
5
391
30.1
0.67
0.85
borehole
1
1
0
1
0.8
0
1
0
0
0
1
0
0
0
0
17.6
0
0
ARI-00883
arid_groundwater_depletion
2,016
9
rural
47
female
0
5
156
32.2
0.87
0.98
protected_well
1
1
1
0
0.8
1
0
0
0
0
0
0
1
0
0
11.8
32
0
ARI-00884
arid_groundwater_depletion
2,023
6
rural
45
female
0
4
280
32.6
0.77
0.82
piped
1
1
0
0
0.6
0
1
0
0
0
1
0
1
0
0
16.4
41
0
ARI-00885
arid_groundwater_depletion
2,024
6
peri_urban
41
male
0
2
403
30.1
0.66
0.7
unprotected_source
0
1
1
1
0.7
0
0
0
0
1
0
0
0
0
0
4.1
14
0
ARI-00886
arid_groundwater_depletion
2,021
4
rural
28
female
0
2
258
29
0.79
0.78
protected_well
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
13.7
6
0
ARI-00887
arid_groundwater_depletion
2,022
11
rural
3
female
1
3
322
30
0.73
0.83
surface_water
0
1
0
1
0.5
0
0
0
0
0
0
0
1
0
0
5.1
67
0
ARI-00888
arid_groundwater_depletion
2,021
9
rural
4
female
1
2
456
39.2
0.62
0.81
surface_water
0
0
0
1
0.2
1
0
0
0
0
0
0
1
0
0
3
58
1
ARI-00889
arid_groundwater_depletion
2,018
10
rural
1
female
1
8
340
29.3
0.72
0.95
surface_water
0
1
1
0
0.5
0
1
0
0
1
1
0
0
0
0
7.4
56
0
ARI-00890
arid_groundwater_depletion
2,021
9
rural
46
male
0
3
251
35.9
0.79
0.85
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
7.9
51
0
ARI-00891
arid_groundwater_depletion
2,011
4
urban
38
male
0
6
412
27.8
0.66
0.85
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
3
16
0
ARI-00892
arid_groundwater_depletion
2,012
4
rural
24
female
0
3
460
33.8
0.62
0.77
surface_water
0
1
0
1
0.5
0
0
0
1
0
1
0
1
0
0
4.3
48
0
ARI-00893
arid_groundwater_depletion
2,013
4
rural
11
female
0
6
368
35.7
0.69
0.74
borehole
1
1
1
0
0.8
0
1
0
0
0
1
0
0
0
0
12
15
0
ARI-00894
arid_groundwater_depletion
2,022
12
rural
3
female
1
5
288
34.4
0.76
0.59
surface_water
0
1
0
0
0.3
0
0
0
1
0
1
0
0
0
0
5.6
40
0
ARI-00895
arid_groundwater_depletion
2,019
6
rural
11
male
0
6
545
32.4
0.55
0.74
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
6.7
56
0
ARI-00896
arid_groundwater_depletion
2,013
4
peri_urban
29
female
0
4
450
29.5
0.63
0.87
protected_well
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
10.5
19
0
ARI-00897
arid_groundwater_depletion
2,015
1
rural
38
male
0
6
307
33
0.74
0.88
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
8.9
47
0
ARI-00898
arid_groundwater_depletion
2,023
11
rural
9
female
0
3
367
32.9
0.69
0.95
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
7.4
53
0
ARI-00899
arid_groundwater_depletion
2,017
7
peri_urban
38
male
0
3
414
30.6
0.65
1
unprotected_source
0
1
1
1
0.7
0
0
0
0
1
0
0
0
0
0
7.4
5
0