Datasets:
electricsheepafrica
/
africa-synth-agriculture-pesticide-occupational-climate-all

Dataset card Data Studio Files
xet
 Community
record_id
string
scenario
string
year
int64
setting
string
age
int64
sex
string
crop_type
string
uses_pesticide
int64
pesticide_class
string
application_freq_per_season
int64
years_exposure
int64
ppe_use
int64
ppe_type
string
training_received
int64
reads_label
int64
storage_safe
int64
temp_c
float64
heat_stress
int64
sweating_increases_absorption
int64
acute_poisoning
int64
dermal_contact
int64
respiratory_symptoms
int64
neurological_symptoms
int64
cholinesterase_depressed
int64
any_health_effect
int64
hospitalised
int64
days_off_work
int64
mortality
int64
banned_pesticide_used
int64
environmental_contamination
int64
SMA-00300
smallholder_intensification
2,024
rural
46
male
cotton
0
none
0
0
0
none
0
1
0
28.4
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00301
smallholder_intensification
2,024
peri_urban
25
male
maize
1
pyrethroid
6
6
1
mask_only
0
1
0
34.5
0
0
1
1
0
0
0
1
1
3
0
0
0
SMA-00302
smallholder_intensification
2,021
rural
35
female
cocoa
0
none
0
0
0
none
0
0
0
28.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00303
smallholder_intensification
2,017
peri_urban
24
female
rice
1
carbamate
3
11
0
none
0
1
0
32.9
0
0
0
1
0
0
1
1
0
1
0
1
0
SMA-00304
smallholder_intensification
2,012
peri_urban
45
female
maize
1
organophosphate
3
16
0
none
0
0
1
30.9
0
0
0
1
0
1
0
1
0
4
0
1
0
SMA-00305
smallholder_intensification
2,019
peri_urban
36
male
rice
0
none
0
0
0
none
0
1
0
24.8
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00306
smallholder_intensification
2,020
rural
29
male
cocoa
1
carbamate
8
2
0
none
0
0
0
32.6
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00307
smallholder_intensification
2,020
rural
28
female
maize
1
carbamate
7
11
0
none
1
0
0
32.8
1
1
1
0
0
0
0
1
0
2
0
0
0
SMA-00308
smallholder_intensification
2,012
rural
45
male
vegetables
1
neonicotinoid
6
8
0
none
0
1
0
30
0
0
0
1
0
0
0
0
0
0
0
1
0
SMA-00309
smallholder_intensification
2,010
rural
27
male
vegetables
1
organophosphate
1
10
1
gloves_mask
0
0
0
30.5
1
0
0
1
1
0
0
1
0
2
0
0
0
SMA-00310
smallholder_intensification
2,020
rural
33
female
cotton
0
none
0
0
0
none
0
0
0
32.2
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00311
smallholder_intensification
2,018
rural
41
male
cotton
0
none
0
0
0
none
0
0
0
31.7
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00312
smallholder_intensification
2,018
rural
29
female
rice
1
organophosphate
6
9
0
none
0
0
0
29.5
0
0
0
0
0
0
1
1
0
2
0
0
1
SMA-00313
smallholder_intensification
2,020
rural
18
female
vegetables
0
none
0
0
0
none
0
1
0
28.8
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00314
smallholder_intensification
2,023
rural
54
male
vegetables
1
fungicide
2
7
0
none
0
0
0
25.1
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00315
smallholder_intensification
2,024
rural
21
male
maize
1
organophosphate
2
6
0
none
0
0
0
26.7
0
0
1
0
0
0
0
1
0
2
0
0
0
SMA-00316
smallholder_intensification
2,012
rural
30
male
rice
0
none
0
0
0
none
0
0
0
24.3
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00317
smallholder_intensification
2,020
rural
29
male
maize
1
herbicide_glyphosate
1
17
0
none
0
0
0
25.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00318
smallholder_intensification
2,019
rural
49
female
cocoa
1
carbamate
6
10
0
none
0
0
0
35.2
0
0
0
0
0
0
0
0
0
0
0
0
1
SMA-00319
smallholder_intensification
2,014
peri_urban
21
male
vegetables
1
neonicotinoid
7
2
0
none
0
0
0
28.1
0
0
0
0
0
1
0
1
0
3
0
0
0
SMA-00320
smallholder_intensification
2,016
rural
30
female
maize
0
none
0
0
0
none
0
0
0
27.7
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00321
smallholder_intensification
2,014
peri_urban
30
female
vegetables
1
organophosphate
1
8
0
none
0
0
0
33.2
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00322
smallholder_intensification
2,017
peri_urban
38
male
vegetables
1
fungicide
1
16
0
none
0
0
1
31.9
0
0
0
0
0
0
0
0
0
0
0
1
0
SMA-00323
smallholder_intensification
2,019
rural
22
female
maize
1
organophosphate
2
1
0
none
0
0
0
28.2
1
1
0
0
0
0
0
0
0
0
0
0
0
SMA-00324
smallholder_intensification
2,013
rural
30
male
cotton
0
none
0
0
0
none
0
0
0
29.3
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00325
smallholder_intensification
2,014
rural
34
female
rice
0
none
0
0
0
none
0
0
0
27.4
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00326
smallholder_intensification
2,018
peri_urban
24
male
cocoa
1
fungicide
7
5
0
none
0
0
0
29.3
0
0
0
1
0
0
0
0
0
0
0
1
0
SMA-00327
smallholder_intensification
2,014
rural
21
male
maize
1
pyrethroid
5
5
0
none
0
0
1
28.3
0
0
1
0
0
0
0
1
0
3
0
0
1
SMA-00328
smallholder_intensification
2,017
rural
27
male
maize
0
none
0
0
0
none
0
0
0
30.9
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00329
smallholder_intensification
2,023
peri_urban
45
female
rice
1
pyrethroid
8
1
0
none
0
0
0
28
0
0
0
1
1
0
0
1
0
4
0
1
0
SMA-00330
smallholder_intensification
2,024
rural
32
male
vegetables
1
organophosphate
3
5
0
none
0
0
0
31.5
0
0
0
0
0
0
0
0
0
0
0
0
1
SMA-00331
smallholder_intensification
2,024
rural
36
male
maize
1
carbamate
5
13
0
none
0
1
1
36.1
0
0
0
0
1
1
0
1
0
3
0
0
0
SMA-00332
smallholder_intensification
2,019
peri_urban
49
female
cotton
0
none
0
0
0
none
0
1
0
31.3
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00333
smallholder_intensification
2,024
peri_urban
39
female
vegetables
1
pyrethroid
3
3
0
none
0
1
0
32.6
0
0
1
0
1
0
0
1
0
4
0
0
0
SMA-00334
smallholder_intensification
2,016
rural
47
female
rice
1
organophosphate
4
3
0
none
0
1
0
29.7
0
0
0
0
1
0
0
1
0
5
0
1
0
SMA-00335
smallholder_intensification
2,012
rural
33
male
cotton
1
organophosphate
5
12
0
none
0
0
0
32.9
0
0
0
1
1
0
0
1
0
5
0
0
0
SMA-00336
smallholder_intensification
2,015
peri_urban
42
male
vegetables
1
pyrethroid
2
5
0
none
0
0
0
31.9
1
1
0
1
0
0
0
0
0
0
0
0
1
SMA-00337
smallholder_intensification
2,011
rural
29
female
cocoa
1
neonicotinoid
4
12
0
none
0
0
0
28.4
1
1
0
1
1
1
0
1
0
2
0
0
0
SMA-00338
smallholder_intensification
2,023
peri_urban
34
male
cocoa
0
none
0
0
0
none
0
1
0
29.5
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00339
smallholder_intensification
2,010
urban
40
female
maize
0
none
0
0
0
none
0
1
0
31.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00340
smallholder_intensification
2,013
peri_urban
53
male
maize
1
organophosphate
4
12
0
none
0
0
0
29.7
1
0
1
1
1
0
0
1
0
2
0
0
0
SMA-00341
smallholder_intensification
2,017
rural
53
male
cotton
1
fungicide
5
13
1
full_ppe
0
1
1
31.6
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00342
smallholder_intensification
2,018
rural
37
male
cocoa
1
herbicide_glyphosate
5
5
1
full_ppe
0
0
1
29.2
0
0
0
1
0
1
0
1
0
3
0
0
0
SMA-00343
smallholder_intensification
2,024
peri_urban
43
female
vegetables
1
organophosphate
6
14
0
none
0
1
1
26.3
0
0
0
1
1
1
1
1
0
1
0
0
0
SMA-00344
smallholder_intensification
2,018
peri_urban
35
male
cocoa
1
carbamate
4
14
1
full_ppe
0
1
1
31.9
0
0
0
1
0
0
0
0
0
0
0
0
1
SMA-00345
smallholder_intensification
2,017
rural
34
male
vegetables
0
none
0
0
0
none
0
0
0
30.6
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00346
smallholder_intensification
2,010
urban
33
male
maize
1
organophosphate
5
15
0
none
0
0
0
24.3
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00347
smallholder_intensification
2,024
rural
27
female
cocoa
0
none
0
0
0
none
1
0
0
30.6
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00348
smallholder_intensification
2,020
rural
33
female
maize
0
none
0
0
0
none
0
0
0
23.4
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00349
smallholder_intensification
2,012
rural
46
female
cocoa
1
neonicotinoid
5
1
0
none
0
0
1
31
0
0
0
0
0
1
0
1
0
4
0
0
1
SMA-00350
smallholder_intensification
2,013
peri_urban
42
female
maize
1
pyrethroid
6
7
0
none
0
1
0
31.4
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00351
smallholder_intensification
2,020
rural
32
male
rice
1
carbamate
2
4
0
none
0
1
0
27.8
0
0
0
0
1
0
0
1
0
3
0
0
0
SMA-00352
smallholder_intensification
2,020
rural
39
male
maize
1
organophosphate
6
10
0
none
0
1
0
27.1
1
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00353
smallholder_intensification
2,011
rural
36
male
rice
0
none
0
0
0
none
0
0
0
31.2
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00354
smallholder_intensification
2,022
peri_urban
31
female
rice
1
herbicide_glyphosate
1
1
0
none
0
0
0
29.4
0
0
1
0
0
0
0
1
0
1
0
0
0
SMA-00355
smallholder_intensification
2,017
rural
54
male
rice
0
none
0
0
0
none
0
0
1
30
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00356
smallholder_intensification
2,021
peri_urban
37
male
rice
1
organophosphate
5
5
0
none
0
0
0
34
0
0
0
1
0
1
1
1
0
4
0
0
0
SMA-00357
smallholder_intensification
2,024
rural
31
female
cotton
1
fungicide
4
1
0
none
0
0
0
34.1
1
0
0
1
0
0
0
0
0
0
0
1
0
SMA-00358
smallholder_intensification
2,011
rural
35
male
maize
0
none
0
0
0
none
0
0
0
33.2
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00359
smallholder_intensification
2,022
rural
56
female
rice
1
organophosphate
4
4
0
none
0
1
1
29.6
1
0
1
0
0
0
0
1
0
0
0
0
1
SMA-00360
smallholder_intensification
2,016
rural
46
female
vegetables
1
herbicide_glyphosate
1
8
0
none
0
1
0
27.3
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00361
smallholder_intensification
2,022
rural
21
female
maize
1
herbicide_glyphosate
5
6
0
none
0
0
0
27.1
1
0
1
0
0
0
0
1
1
2
0
0
1
SMA-00362
smallholder_intensification
2,020
rural
36
female
maize
0
none
0
0
0
none
0
1
0
28.4
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00363
smallholder_intensification
2,023
rural
29
female
cotton
1
organophosphate
4
6
0
none
0
0
1
26.8
0
0
0
1
1
0
0
1
0
9
0
0
0
SMA-00364
smallholder_intensification
2,020
peri_urban
41
female
maize
0
none
0
0
0
none
1
0
1
25.9
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00365
smallholder_intensification
2,024
rural
38
male
maize
0
none
0
0
0
none
0
0
0
28.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00366
smallholder_intensification
2,024
peri_urban
39
male
maize
1
neonicotinoid
4
13
0
none
0
0
0
31.7
0
0
0
0
0
0
0
0
0
0
0
0
1
SMA-00367
smallholder_intensification
2,023
rural
27
male
rice
1
pyrethroid
8
8
0
none
0
0
0
26.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00368
smallholder_intensification
2,024
rural
34
male
maize
0
none
0
0
0
none
0
0
1
32.3
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00369
smallholder_intensification
2,018
rural
50
female
cocoa
1
carbamate
2
5
0
none
0
0
1
26
1
1
0
1
0
1
0
1
0
3
0
0
0
SMA-00370
smallholder_intensification
2,021
rural
33
female
vegetables
1
organophosphate
5
1
0
none
0
0
0
24.1
1
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00371
smallholder_intensification
2,022
peri_urban
34
male
vegetables
1
neonicotinoid
3
14
0
none
0
1
1
28.8
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00372
smallholder_intensification
2,013
rural
25
male
vegetables
1
organophosphate
5
16
0
none
0
0
1
30.6
0
0
0
1
0
0
0
0
0
0
0
0
1
SMA-00373
smallholder_intensification
2,016
urban
61
female
rice
0
none
0
0
0
none
0
1
0
30.7
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00374
smallholder_intensification
2,020
rural
47
male
maize
0
none
0
0
0
none
0
0
0
24.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00375
smallholder_intensification
2,015
rural
22
male
cocoa
0
none
0
0
0
none
0
1
1
34.5
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00376
smallholder_intensification
2,017
peri_urban
25
female
cotton
0
none
0
0
0
none
0
1
0
30.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00377
smallholder_intensification
2,020
rural
18
female
vegetables
0
none
0
0
0
none
0
0
0
32.3
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00378
smallholder_intensification
2,011
urban
15
male
cocoa
1
organophosphate
2
6
0
none
0
0
0
34.1
0
0
0
0
0
0
1
1
0
7
0
0
1
SMA-00379
smallholder_intensification
2,024
peri_urban
34
male
cotton
0
none
0
0
0
none
0
0
0
26.4
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00380
smallholder_intensification
2,018
rural
41
male
cocoa
1
organophosphate
3
1
0
none
0
1
1
35.3
0
0
0
1
0
0
1
1
0
5
0
1
0
SMA-00381
smallholder_intensification
2,013
rural
40
female
cotton
1
organophosphate
4
14
0
none
0
0
1
29.4
1
0
0
0
0
1
0
1
0
3
0
0
0
SMA-00382
smallholder_intensification
2,018
rural
32
male
maize
0
none
0
0
0
none
0
0
1
31
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00383
smallholder_intensification
2,020
rural
35
male
cocoa
1
pyrethroid
4
1
0
none
0
1
0
29.7
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00384
smallholder_intensification
2,012
rural
40
male
cocoa
1
pyrethroid
5
13
0
none
0
0
0
30.2
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00385
smallholder_intensification
2,020
rural
35
female
maize
1
neonicotinoid
4
1
0
none
0
0
0
28.7
1
0
0
1
1
0
0
1
0
6
0
0
0
SMA-00386
smallholder_intensification
2,015
rural
49
male
cotton
0
none
0
0
0
none
0
0
0
33.9
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00387
smallholder_intensification
2,024
rural
29
female
cocoa
0
none
0
0
0
none
0
0
0
30.8
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00388
smallholder_intensification
2,020
rural
36
male
vegetables
1
pyrethroid
2
10
0
none
0
0
0
27
1
1
0
0
0
0
0
0
0
0
0
0
1
SMA-00389
smallholder_intensification
2,022
peri_urban
42
female
cotton
0
none
0
0
0
none
0
0
1
31.8
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00390
smallholder_intensification
2,010
rural
29
male
vegetables
0
none
0
0
0
none
0
0
1
31.6
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00391
smallholder_intensification
2,015
rural
35
female
cotton
1
herbicide_glyphosate
2
1
0
none
0
0
1
24.4
0
0
0
0
0
0
0
0
0
0
0
1
1
SMA-00392
smallholder_intensification
2,024
peri_urban
57
male
cocoa
1
organophosphate
1
1
0
none
0
0
0
28.2
0
0
0
0
0
0
0
0
0
0
0
0
1
SMA-00393
smallholder_intensification
2,020
peri_urban
27
female
cotton
1
herbicide_glyphosate
4
5
0
none
0
0
0
30.9
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00394
smallholder_intensification
2,016
rural
35
female
cotton
1
pyrethroid
3
15
0
none
1
0
0
29.3
0
0
0
1
1
0
0
1
0
4
0
0
1
SMA-00395
smallholder_intensification
2,012
peri_urban
36
male
maize
1
pyrethroid
5
7
0
none
1
0
0
30.7
0
0
0
1
1
0
0
1
0
2
0
0
0
SMA-00396
smallholder_intensification
2,010
rural
43
male
cotton
1
pyrethroid
4
11
0
none
0
0
1
33.2
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00397
smallholder_intensification
2,011
rural
29
female
vegetables
0
none
0
0
0
none
1
0
0
26.5
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00398
smallholder_intensification
2,021
peri_urban
29
female
vegetables
1
carbamate
4
8
1
gloves_mask
0
0
1
28.9
0
0
0
1
0
0
1
1
0
2
0
0
0
SMA-00399
smallholder_intensification
2,017
rural
37
male
cotton
0
none
0
0
0
none
0
0
0
29.9
1
0
0
0
0
0
0
0
0
0
0
0
0