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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-00000
arid_groundwater_depletion
2,022
8
urban
38
male
0
3
365
32.1
0.7
0.85
unprotected_source
0
1
0
0
0.3
0
0
0
0
1
0
0
0
0
0
6.4
14
0
ARI-00001
arid_groundwater_depletion
2,016
6
urban
19
female
0
4
414
34.1
0.66
0.9
surface_water
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
8.5
21
0
ARI-00002
arid_groundwater_depletion
2,022
8
rural
10
female
0
5
376
35.6
0.69
0.88
borehole
1
1
0
0
0.6
0
0
0
0
1
0
0
1
0
0
10.2
30
0
ARI-00003
arid_groundwater_depletion
2,019
9
peri_urban
24
female
0
6
445
32
0.63
0.79
borehole
1
1
0
0
0.6
1
0
0
0
0
0
0
0
0
0
15.8
13
0
ARI-00004
arid_groundwater_depletion
2,022
4
rural
15
female
0
6
294
33
0.76
0.92
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
3.5
39
0
ARI-00005
arid_groundwater_depletion
2,024
3
peri_urban
35
male
0
5
236
32
0.8
0.97
borehole
1
1
0
0
0.6
0
0
0
0
0
0
0
1
0
0
11.5
7
0
ARI-00006
arid_groundwater_depletion
2,017
10
rural
37
male
0
7
207
31.1
0.83
0.76
unprotected_source
0
1
0
1
0.5
0
0
0
0
0
0
0
0
0
0
8.4
30
0
ARI-00007
arid_groundwater_depletion
2,017
1
rural
7
female
0
4
333
36.2
0.72
0.88
borehole
1
1
1
0
0.8
0
0
0
0
1
0
0
0
0
0
9.1
1
0
ARI-00008
arid_groundwater_depletion
2,019
7
peri_urban
37
male
0
6
396
32.5
0.67
0.85
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
10.9
17
0
ARI-00009
arid_groundwater_depletion
2,020
5
rural
29
female
0
5
203
28.9
0.83
1
surface_water
0
1
1
0
0.5
0
1
0
0
0
1
0
0
0
0
7
66
0
ARI-00010
arid_groundwater_depletion
2,012
1
rural
21
female
0
3
245
32
0.8
0.98
surface_water
0
1
1
0
0.5
0
1
0
0
0
1
0
1
0
0
5.4
49
0
ARI-00011
arid_groundwater_depletion
2,020
9
rural
23
male
0
9
575
30.4
0.52
0.79
unprotected_source
0
0
1
1
0.4
0
0
0
0
0
0
0
0
0
0
14.4
37
0
ARI-00012
arid_groundwater_depletion
2,016
12
peri_urban
0
male
1
8
196
29.7
0.84
1
borehole
1
1
0
1
0.8
0
1
0
0
0
1
0
1
0
0
11.3
13
1
ARI-00013
arid_groundwater_depletion
2,011
6
rural
40
male
0
6
356
33
0.7
0.77
piped
1
1
1
0
0.8
0
0
0
0
0
0
0
1
0
0
18
19
0
ARI-00014
arid_groundwater_depletion
2,024
9
peri_urban
30
female
0
4
382
33.2
0.68
0.82
borehole
1
1
1
0
0.8
0
0
0
0
1
0
0
1
0
0
14.6
29
0
ARI-00015
arid_groundwater_depletion
2,016
2
rural
16
male
0
3
310
36.9
0.74
0.93
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
3
57
0
ARI-00016
arid_groundwater_depletion
2,023
12
peri_urban
35
female
0
6
161
32.8
0.87
0.74
surface_water
0
1
0
0
0.3
0
1
0
0
0
1
0
1
0
0
9.2
0
0
ARI-00017
arid_groundwater_depletion
2,018
2
peri_urban
29
female
0
2
279
34.8
0.77
0.68
piped
1
1
1
0
0.8
0
0
0
0
0
0
0
1
0
0
14.1
14
0
ARI-00018
arid_groundwater_depletion
2,012
2
rural
19
female
0
4
251
33.6
0.79
0.97
unprotected_source
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
6.5
65
0
ARI-00019
arid_groundwater_depletion
2,022
12
rural
0
male
1
6
413
33.8
0.66
0.68
surface_water
0
0
1
0
0.2
1
0
0
0
1
0
0
0
0
0
9.2
34
1
ARI-00020
arid_groundwater_depletion
2,022
10
urban
31
male
0
5
450
27
0.63
0.69
borehole
1
0
1
0
0.5
0
0
0
0
1
0
0
1
0
0
19.4
16
0
ARI-00021
arid_groundwater_depletion
2,023
3
rural
0
male
1
4
446
38.2
0.63
0.68
piped
1
1
1
0
0.8
0
1
0
0
0
1
0
0
0
0
15.8
20
0
ARI-00022
arid_groundwater_depletion
2,015
6
peri_urban
16
female
0
6
334
34
0.72
1
borehole
1
1
1
0
0.8
0
0
0
0
0
0
0
1
0
0
5.8
6
0
ARI-00023
arid_groundwater_depletion
2,010
7
rural
56
male
0
4
392
31.8
0.67
0.82
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
8.7
44
0
ARI-00024
arid_groundwater_depletion
2,018
4
rural
6
female
0
6
430
36.3
0.64
0.89
protected_well
1
1
1
0
0.8
0
1
0
0
0
1
0
1
0
0
8
0
0
ARI-00025
arid_groundwater_depletion
2,024
10
urban
29
male
0
6
163
32.1
0.86
0.89
piped
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
12.3
26
0
ARI-00026
arid_groundwater_depletion
2,016
4
peri_urban
26
male
0
4
237
31.7
0.8
0.92
borehole
1
1
1
0
0.8
0
1
0
0
0
1
0
0
0
0
12.1
17
0
ARI-00027
arid_groundwater_depletion
2,016
1
rural
33
female
0
6
386
39.1
0.68
0.84
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
4.1
59
0
ARI-00028
arid_groundwater_depletion
2,013
4
urban
31
male
0
3
342
33.8
0.72
0.75
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.5
31
0
ARI-00029
arid_groundwater_depletion
2,017
1
rural
26
female
0
3
380
38.5
0.68
0.65
piped
1
0
0
0
0.3
0
0
0
0
1
0
0
0
0
0
12.4
23
0
ARI-00030
arid_groundwater_depletion
2,022
3
rural
31
male
0
5
179
34.3
0.85
0.78
surface_water
0
0
1
0
0.2
0
0
1
0
0
1
0
1
0
0
5.5
65
0
ARI-00031
arid_groundwater_depletion
2,014
1
urban
50
female
0
4
118
32.1
0.9
0.85
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
8.6
1
0
ARI-00032
arid_groundwater_depletion
2,016
6
rural
18
male
0
3
420
34
0.65
0.74
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
8.7
37
0
ARI-00033
arid_groundwater_depletion
2,021
11
rural
26
male
0
3
450
34
0.62
1
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
57
0
ARI-00034
arid_groundwater_depletion
2,011
6
urban
27
male
0
6
80
30.5
0.93
0.8
protected_well
1
1
1
0
0.8
0
1
0
0
1
1
0
0
0
0
15.5
13
0
ARI-00035
arid_groundwater_depletion
2,017
8
rural
34
female
0
5
325
29.4
0.73
0.67
unprotected_source
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
3.1
28
0
ARI-00036
arid_groundwater_depletion
2,021
3
rural
18
female
0
5
443
35.4
0.63
0.65
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
0
0
0
0
7.4
41
0
ARI-00037
arid_groundwater_depletion
2,017
2
peri_urban
54
male
0
4
453
34.9
0.62
0.9
borehole
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
18.4
26
0
ARI-00038
arid_groundwater_depletion
2,023
2
rural
25
female
0
6
357
29.1
0.7
0.85
piped
1
0
0
1
0.5
0
0
0
0
0
0
0
1
0
0
9.1
23
0
ARI-00039
arid_groundwater_depletion
2,020
8
peri_urban
19
female
0
7
473
33.1
0.61
0.74
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
5
17
0
ARI-00040
arid_groundwater_depletion
2,016
12
urban
14
female
0
5
213
31.6
0.82
1
surface_water
0
0
1
0
0.2
0
0
0
0
0
0
0
0
0
0
7.2
27
0
ARI-00041
arid_groundwater_depletion
2,011
2
urban
8
female
0
5
521
38.5
0.57
0.79
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
5.6
11
0
ARI-00042
arid_groundwater_depletion
2,013
5
rural
22
male
0
6
118
35
0.9
0.77
piped
1
0
0
0
0.3
0
1
0
0
0
1
0
1
0
0
16.4
16
0
ARI-00043
arid_groundwater_depletion
2,018
5
rural
21
male
0
5
347
33.7
0.71
0.97
surface_water
0
0
1
1
0.4
0
0
0
0
0
0
0
0
0
0
4.9
46
0
ARI-00044
arid_groundwater_depletion
2,012
2
rural
6
male
0
3
397
33.3
0.67
0.83
borehole
1
0
1
0
0.5
1
1
0
0
0
1
0
0
0
0
16.6
32
0
ARI-00045
arid_groundwater_depletion
2,023
11
rural
31
male
0
2
312
30.4
0.74
0.88
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
11.9
50
0
ARI-00046
arid_groundwater_depletion
2,019
12
rural
38
male
0
5
456
34.5
0.62
0.99
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
3.9
66
0
ARI-00047
arid_groundwater_depletion
2,022
3
peri_urban
21
female
0
7
366
30
0.7
0.84
piped
1
0
1
1
0.7
0
1
0
0
0
1
0
0
0
0
9.8
24
0
ARI-00048
arid_groundwater_depletion
2,020
8
rural
30
male
0
5
438
34.1
0.63
0.92
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
50
0
ARI-00049
arid_groundwater_depletion
2,021
8
rural
24
male
0
5
262
31.8
0.78
0.94
borehole
1
1
0
0
0.6
0
1
0
0
0
1
0
0
0
0
9.3
16
0
ARI-00050
arid_groundwater_depletion
2,014
10
rural
28
female
0
6
424
26.7
0.65
0.8
unprotected_source
0
1
0
0
0.3
0
0
0
1
0
1
0
0
0
0
4.9
57
0
ARI-00051
arid_groundwater_depletion
2,023
2
rural
39
female
0
5
259
30.4
0.78
0.8
surface_water
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
47
0
ARI-00052
arid_groundwater_depletion
2,019
5
rural
13
female
0
4
343
29.8
0.71
0.91
surface_water
0
1
0
1
0.5
0
0
0
0
0
0
0
0
0
0
4.5
67
0
ARI-00053
arid_groundwater_depletion
2,011
5
rural
29
male
0
5
301
28.8
0.75
0.68
borehole
1
1
0
0
0.6
0
0
0
0
0
0
0
1
0
0
16.4
30
0
ARI-00054
arid_groundwater_depletion
2,015
4
rural
32
female
0
3
434
28.9
0.64
0.75
unprotected_source
0
1
0
0
0.3
0
0
0
0
1
0
0
1
0
0
8.2
30
0
ARI-00055
arid_groundwater_depletion
2,011
6
rural
8
female
0
5
318
38.3
0.74
0.85
borehole
1
0
0
0
0.3
0
1
0
0
0
1
0
0
0
0
13.2
41
0
ARI-00056
arid_groundwater_depletion
2,016
5
rural
22
male
0
6
304
36.1
0.75
0.99
unprotected_source
0
0
1
0
0.2
0
0
0
0
0
0
0
1
0
0
3
40
0
ARI-00057
arid_groundwater_depletion
2,015
3
peri_urban
4
female
1
9
566
31.8
0.53
0.79
unprotected_source
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
3
22
0
ARI-00058
arid_groundwater_depletion
2,011
5
rural
16
female
0
6
333
37.6
0.72
0.98
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
0
0
0
7.4
43
0
ARI-00059
arid_groundwater_depletion
2,023
1
rural
9
male
0
8
386
35.7
0.68
0.79
surface_water
0
0
1
1
0.4
1
0
0
0
0
0
0
0
0
0
8.2
57
0
ARI-00060
arid_groundwater_depletion
2,010
3
rural
11
female
0
6
284
29.6
0.76
0.72
unprotected_source
0
0
0
0
0
0
1
0
0
1
1
0
0
0
0
13.1
37
0
ARI-00061
arid_groundwater_depletion
2,017
5
peri_urban
14
female
0
5
163
35.9
0.86
1
unprotected_source
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
8.4
11
0
ARI-00062
arid_groundwater_depletion
2,021
7
peri_urban
33
female
0
6
534
37.3
0.55
0.79
surface_water
0
1
1
1
0.7
0
0
1
0
0
1
0
1
0
0
7.1
17
0
ARI-00063
arid_groundwater_depletion
2,015
4
urban
58
female
0
5
297
31.8
0.75
0.61
unprotected_source
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
10.4
13
0
ARI-00064
arid_groundwater_depletion
2,024
9
rural
0
male
1
3
447
31
0.63
0.89
protected_well
1
0
1
0
0.5
0
0
0
0
0
0
0
0
0
0
13.6
30
0
ARI-00065
arid_groundwater_depletion
2,013
8
rural
35
male
0
3
455
33.8
0.62
0.89
surface_water
0
1
0
0
0.3
0
0
0
1
0
1
0
0
0
0
7.5
34
0
ARI-00066
arid_groundwater_depletion
2,015
7
rural
32
female
0
6
580
34.4
0.52
0.78
surface_water
0
1
0
0
0.3
1
0
0
0
0
0
0
0
0
0
11.4
64
0
ARI-00067
arid_groundwater_depletion
2,021
11
peri_urban
36
female
0
3
347
34.1
0.71
0.92
unprotected_source
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
3
18
0
ARI-00068
arid_groundwater_depletion
2,017
3
peri_urban
12
male
0
2
573
34.8
0.52
0.81
surface_water
0
0
1
1
0.4
0
1
0
0
0
1
0
1
0
0
8.5
12
0
ARI-00069
arid_groundwater_depletion
2,020
12
urban
44
male
0
4
618
36
0.49
0.94
unprotected_source
0
0
1
0
0.2
0
0
0
0
0
0
0
0
0
0
8.6
13
0
ARI-00070
arid_groundwater_depletion
2,013
10
rural
26
female
0
4
50
29.3
0.96
1
unprotected_source
0
1
0
0
0.3
0
1
0
0
0
1
0
0
1
0
7.5
43
0
ARI-00071
arid_groundwater_depletion
2,022
2
rural
19
female
0
5
564
34.1
0.53
0.95
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
9.7
45
0
ARI-00072
arid_groundwater_depletion
2,021
3
rural
59
female
0
4
555
34.3
0.54
0.9
surface_water
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
4.4
29
0
ARI-00073
arid_groundwater_depletion
2,011
11
rural
27
female
0
6
208
31.3
0.83
0.8
unprotected_source
0
1
0
0
0.3
0
0
0
0
1
0
0
0
0
0
9.9
15
0
ARI-00074
arid_groundwater_depletion
2,014
7
urban
45
female
0
2
198
24.8
0.84
0.85
surface_water
0
0
1
1
0.4
1
0
0
0
0
0
0
1
0
0
3
31
0
ARI-00075
arid_groundwater_depletion
2,014
10
peri_urban
0
female
1
7
319
35.5
0.73
0.89
protected_well
1
1
0
0
0.6
0
1
0
0
1
1
0
1
0
0
10.9
9
1
ARI-00076
arid_groundwater_depletion
2,022
12
urban
24
female
0
3
237
31.1
0.8
0.73
protected_well
1
1
1
0
0.8
0
0
0
0
0
0
0
1
0
0
17.8
0
0
ARI-00077
arid_groundwater_depletion
2,010
4
rural
19
female
0
4
336
28.1
0.72
0.58
borehole
1
1
0
0
0.6
0
0
0
0
0
0
0
0
0
0
16.3
39
0
ARI-00078
arid_groundwater_depletion
2,021
2
rural
44
male
0
5
513
34.5
0.57
0.86
surface_water
0
0
1
0
0.2
0
1
0
0
0
1
0
0
0
0
4.1
54
0
ARI-00079
arid_groundwater_depletion
2,020
10
peri_urban
43
female
0
7
69
37.8
0.94
0.94
surface_water
0
1
0
0
0.3
1
0
0
0
0
0
0
0
0
0
5.6
3
0
ARI-00080
arid_groundwater_depletion
2,022
2
rural
33
male
0
5
336
36.5
0.72
0.84
surface_water
0
0
1
0
0.2
0
0
0
0
0
0
0
0
0
0
7.1
81
0
ARI-00081
arid_groundwater_depletion
2,016
9
peri_urban
54
female
0
4
377
33
0.69
0.89
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
0
0
0
5.5
3
0
ARI-00082
arid_groundwater_depletion
2,021
4
rural
10
male
0
4
380
32.6
0.68
0.96
piped
1
0
1
0
0.5
0
0
0
0
0
0
0
1
0
0
7
18
0
ARI-00083
arid_groundwater_depletion
2,024
7
peri_urban
24
female
0
5
578
31.6
0.52
0.86
borehole
1
0
0
0
0.3
0
1
0
0
0
1
0
1
0
0
8.7
23
0
ARI-00084
arid_groundwater_depletion
2,012
5
urban
42
male
0
4
286
33.2
0.76
0.87
surface_water
0
1
1
0
0.5
0
0
0
0
0
0
0
1
0
0
5.3
27
0
ARI-00085
arid_groundwater_depletion
2,023
1
rural
34
female
0
4
388
31.5
0.68
0.96
surface_water
0
0
1
0
0.2
0
0
0
0
0
0
0
1
0
0
3
33
0
ARI-00086
arid_groundwater_depletion
2,020
8
rural
19
male
0
6
240
41.4
0.8
0.82
surface_water
0
1
0
0
0.3
0
0
0
0
0
0
0
1
0
0
7.1
8
0
ARI-00087
arid_groundwater_depletion
2,024
1
rural
43
female
0
3
386
36
0.68
0.65
piped
1
1
0
0
0.6
1
0
0
0
0
0
0
0
0
0
16.4
10
0
ARI-00088
arid_groundwater_depletion
2,017
4
rural
30
female
0
5
465
27.1
0.61
0.6
protected_well
1
1
1
0
0.8
0
0
0
0
0
0
0
0
0
0
19.8
25
0
ARI-00089
arid_groundwater_depletion
2,022
10
rural
37
female
0
4
323
35.2
0.73
0.87
protected_well
1
1
0
0
0.6
0
0
0
0
0
0
0
1
0
0
15.9
0
0
ARI-00090
arid_groundwater_depletion
2,017
1
peri_urban
1
male
1
6
273
33.7
0.77
0.83
piped
1
1
0
1
0.8
0
1
0
0
0
1
1
0
0
0
13.9
13
0
ARI-00091
arid_groundwater_depletion
2,019
3
rural
37
female
0
4
207
29.8
0.83
0.65
protected_well
1
1
0
0
0.6
1
0
0
1
0
1
0
0
0
0
15.5
0
0
ARI-00092
arid_groundwater_depletion
2,021
1
rural
1
male
1
5
280
28.3
0.77
0.92
borehole
1
0
0
0
0.3
0
1
0
0
1
1
0
0
0
0
10.2
23
1
ARI-00093
arid_groundwater_depletion
2,023
2
peri_urban
0
male
1
7
312
28.6
0.74
0.73
surface_water
0
0
1
0
0.2
0
0
0
0
0
0
0
1
0
0
5.7
8
0
ARI-00094
arid_groundwater_depletion
2,013
12
rural
1
male
1
4
197
33.3
0.84
0.73
surface_water
0
1
1
0
0.5
0
1
0
0
0
1
0
0
0
0
3.5
59
0
ARI-00095
arid_groundwater_depletion
2,020
11
rural
24
female
0
5
322
30.8
0.73
0.92
protected_well
1
1
0
0
0.6
0
1
1
0
0
1
0
0
0
0
13.3
39
0
ARI-00096
arid_groundwater_depletion
2,017
4
peri_urban
22
female
0
4
315
33.6
0.74
0.77
unprotected_source
0
1
0
0
0.3
1
0
0
0
0
0
0
0
0
0
5.1
33
0
ARI-00097
arid_groundwater_depletion
2,010
5
rural
29
male
0
3
485
32.7
0.6
0.71
surface_water
0
1
0
0
0.3
0
1
1
0
0
1
0
0
0
0
9.3
52
0
ARI-00098
arid_groundwater_depletion
2,018
12
rural
20
female
0
3
418
25.2
0.65
0.87
unprotected_source
0
0
1
0
0.2
1
0
0
0
0
0
0
0
0
0
7.5
59
0
ARI-00099
arid_groundwater_depletion
2,016
12
peri_urban
8
male
0
4
429
34.5
0.64
0.86
protected_well
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
11.2
6
0
End of preview. Expand in Data Studio

⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.

Water Scarcity & Waterborne Disease in Sub-Saharan Africa

Abstract

A synthetic dataset modelling water scarcity and waterborne disease across three climate-water scenarios in SSA. WHO/UNICEF JMP data show 400 million people in SSA lack basic drinking water. Climate change amplifies drought, groundwater depletion, and seasonal variability, increasing diarrhoeal disease, cholera, and typhoid risk.

Scenarios

  • Arid Groundwater Depletion: Sahel/Horn of Africa chronic water stress with depleting aquifers.
  • Seasonal Scarcity: Regions with pronounced dry seasons and flood-contamination cycles.
  • Urban Water Crisis: Rapidly growing cities with failing piped water and informal settlement exposure.

Dataset Structure

Each scenario contains 10,000 records (30,000 total). Key columns include water stress, WASH indicators, disease outcomes, and health service access.

Parameterization Evidence

Parameter Value Used Source Year
400M lack basic water in SSA Water access baseline WHO/UNICEF JMP 2023
Diarrhoea 2nd leading cause of child death Disease burden WHO 2022
Cholera outbreaks linked to water stress Climate-cholera nexus Lancet Planet Health 2021
WASH interventions reduce diarrhoea 25-45% Intervention effect Cochrane Review 2020

Validation Report

References

  1. WHO/UNICEF JMP. Progress on household drinking water. 2023.
  2. WHO. Diarrhoeal disease fact sheet. 2022.
  3. Lancet Planetary Health. Climate change and cholera. 2021.
  4. Cochrane. WASH interventions for diarrhoea prevention. 2020.

Citation

@dataset{electricsheepafrica_water_scarcity_waterborne_2025,
  title={Water Scarcity and Waterborne Disease in Sub-Saharan Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/water-scarcity-waterborne}
}

License

CC-BY-4.0

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