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-00400
smallholder_intensification
2,013
rural
31
male
rice
1
carbamate
5
5
0
none
0
0
0
29.4
1
0
0
0
0
1
0
1
0
3
0
0
0
SMA-00401
smallholder_intensification
2,022
rural
49
male
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-00402
smallholder_intensification
2,013
rural
24
male
vegetables
1
pyrethroid
4
3
0
none
0
0
1
26.8
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00403
smallholder_intensification
2,021
rural
16
female
cotton
0
none
0
0
0
none
0
0
0
27.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00404
smallholder_intensification
2,019
rural
26
male
cotton
1
organophosphate
3
10
0
none
0
0
0
26.7
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00405
smallholder_intensification
2,016
rural
33
female
cocoa
0
none
0
0
0
none
0
0
1
32.4
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00406
smallholder_intensification
2,019
rural
23
male
maize
1
carbamate
3
9
0
none
0
0
0
35.2
0
0
0
1
1
0
0
1
0
4
0
0
1
SMA-00407
smallholder_intensification
2,016
peri_urban
19
male
cotton
1
pyrethroid
4
6
1
gloves_only
0
0
1
26.1
0
0
0
0
1
0
0
1
0
1
0
0
0
SMA-00408
smallholder_intensification
2,010
peri_urban
48
female
maize
1
organophosphate
3
6
0
none
0
0
0
33.5
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00409
smallholder_intensification
2,017
rural
40
male
cocoa
0
none
0
0
0
none
0
0
1
27.8
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00410
smallholder_intensification
2,017
peri_urban
49
male
cotton
1
organophosphate
5
2
0
none
0
1
1
29.6
0
0
0
1
0
0
1
1
0
2
0
0
0
SMA-00411
smallholder_intensification
2,016
rural
38
male
vegetables
1
pyrethroid
4
14
0
none
0
0
0
33.3
1
1
1
1
0
0
0
1
0
6
0
1
0
SMA-00412
smallholder_intensification
2,023
rural
36
male
cotton
0
none
0
0
0
none
0
0
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00413
smallholder_intensification
2,014
rural
38
male
rice
1
pyrethroid
2
12
0
none
0
0
0
27.8
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00414
smallholder_intensification
2,021
rural
34
female
maize
1
organophosphate
7
11
0
none
0
0
0
26.5
1
1
0
0
0
1
0
1
0
6
0
0
0
SMA-00415
smallholder_intensification
2,023
rural
29
male
vegetables
1
pyrethroid
3
6
0
none
0
1
0
32.7
1
1
0
1
1
0
0
1
0
0
0
1
0
SMA-00416
smallholder_intensification
2,022
rural
27
female
vegetables
1
organophosphate
4
16
0
none
0
0
0
32.1
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00417
smallholder_intensification
2,017
rural
51
male
vegetables
1
herbicide_glyphosate
8
6
1
gloves_mask
0
0
1
26.5
0
0
0
1
1
0
0
1
0
3
0
0
1
SMA-00418
smallholder_intensification
2,017
rural
48
male
cotton
1
fungicide
4
5
0
none
0
0
0
32.6
0
0
0
1
1
0
0
1
0
2
0
0
0
SMA-00419
smallholder_intensification
2,024
rural
45
female
maize
1
organophosphate
9
10
0
none
0
1
0
33.9
1
0
0
0
0
0
1
1
0
4
0
0
0
SMA-00420
smallholder_intensification
2,012
rural
36
female
cocoa
0
none
0
0
0
none
0
1
0
24.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00421
smallholder_intensification
2,020
rural
41
female
rice
0
none
0
0
0
none
0
1
0
31.2
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00422
smallholder_intensification
2,012
rural
46
female
rice
0
none
0
0
0
none
0
0
1
30.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00423
smallholder_intensification
2,019
rural
42
female
rice
1
organophosphate
6
12
0
none
0
0
0
29
0
0
0
0
0
0
1
1
0
4
0
0
1
SMA-00424
smallholder_intensification
2,015
urban
50
female
cotton
1
pyrethroid
4
5
0
none
0
1
1
29.2
1
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00425
smallholder_intensification
2,010
rural
17
female
cotton
1
organophosphate
3
4
0
none
0
0
1
25.9
0
0
0
0
0
0
0
0
0
0
0
1
1
SMA-00426
smallholder_intensification
2,019
rural
39
male
vegetables
0
none
0
0
0
none
0
0
0
26.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00427
smallholder_intensification
2,011
rural
40
male
vegetables
1
pyrethroid
2
6
0
none
0
0
0
32.9
0
0
0
0
1
0
0
1
0
4
0
0
0
SMA-00428
smallholder_intensification
2,022
peri_urban
36
male
vegetables
0
none
0
0
0
none
0
1
0
29.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00429
smallholder_intensification
2,013
rural
31
male
cocoa
1
pyrethroid
3
7
0
none
0
1
0
28.6
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00430
smallholder_intensification
2,017
peri_urban
15
male
maize
0
none
0
0
0
none
0
0
0
36.5
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00431
smallholder_intensification
2,023
rural
37
female
vegetables
0
none
0
0
0
none
1
1
0
33.4
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00432
smallholder_intensification
2,022
rural
28
female
rice
1
organophosphate
6
3
0
none
0
0
0
26.6
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00433
smallholder_intensification
2,020
rural
36
male
maize
1
fungicide
2
7
0
none
0
1
0
31.9
1
0
1
1
1
0
0
1
0
5
0
0
0
SMA-00434
smallholder_intensification
2,014
rural
33
female
cocoa
1
herbicide_glyphosate
3
1
0
none
0
1
0
30.5
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00435
smallholder_intensification
2,011
rural
38
male
rice
1
herbicide_glyphosate
3
4
0
none
1
0
1
26.1
0
0
1
0
0
0
0
1
0
5
0
1
0
SMA-00436
smallholder_intensification
2,024
rural
38
female
maize
0
none
0
0
0
none
0
0
1
32.6
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00437
smallholder_intensification
2,020
rural
30
male
cotton
1
pyrethroid
3
8
0
none
0
1
0
28.9
0
0
0
0
0
0
0
0
0
0
0
1
0
SMA-00438
smallholder_intensification
2,012
rural
64
male
rice
1
organophosphate
6
12
1
full_ppe
0
0
0
26.4
0
0
0
1
0
0
0
0
0
0
0
0
1
SMA-00439
smallholder_intensification
2,024
rural
31
female
cotton
0
none
0
0
0
none
0
0
1
27.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00440
smallholder_intensification
2,010
rural
26
female
maize
0
none
0
0
0
none
0
0
0
25.3
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00441
smallholder_intensification
2,016
urban
39
female
cocoa
1
organophosphate
1
11
0
none
0
1
0
32.2
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00442
smallholder_intensification
2,012
rural
23
female
cotton
1
herbicide_glyphosate
5
1
0
none
0
0
0
28.3
0
0
0
1
0
1
0
1
0
4
0
1
0
SMA-00443
smallholder_intensification
2,015
rural
36
female
cocoa
1
organophosphate
3
2
0
none
0
0
1
26.1
1
1
0
1
0
1
0
1
0
7
0
0
0
SMA-00444
smallholder_intensification
2,011
peri_urban
32
female
cocoa
1
pyrethroid
4
6
0
none
0
0
1
26.8
0
0
1
1
0
0
0
1
0
7
0
0
0
SMA-00445
smallholder_intensification
2,015
rural
19
male
rice
1
organophosphate
2
19
0
none
0
0
0
28.1
0
0
1
1
0
0
0
1
0
1
0
0
0
SMA-00446
smallholder_intensification
2,013
rural
30
male
vegetables
1
organophosphate
3
1
1
gloves_only
0
0
1
28.6
1
0
1
0
0
0
1
1
0
1
0
0
0
SMA-00447
smallholder_intensification
2,016
rural
40
female
maize
1
organophosphate
7
12
0
none
0
0
0
32.2
0
0
0
0
1
1
0
1
0
4
0
0
1
SMA-00448
smallholder_intensification
2,019
peri_urban
37
male
maize
1
carbamate
2
17
0
none
0
0
0
31.6
0
0
1
0
1
0
1
1
0
2
0
0
1
SMA-00449
smallholder_intensification
2,013
rural
44
female
maize
1
organophosphate
3
19
0
none
0
1
0
33.7
0
0
1
0
0
0
0
1
0
3
0
0
0
SMA-00450
smallholder_intensification
2,021
rural
39
male
cocoa
1
carbamate
4
9
0
none
0
1
0
33.1
1
1
0
0
1
0
0
1
0
2
0
0
0
SMA-00451
smallholder_intensification
2,015
rural
38
female
rice
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-00452
smallholder_intensification
2,022
rural
34
male
maize
0
none
0
0
0
none
0
0
0
28.4
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00453
smallholder_intensification
2,012
rural
22
male
cotton
1
fungicide
1
7
0
none
0
1
0
32.9
1
0
0
0
1
0
0
1
0
2
0
0
1
SMA-00454
smallholder_intensification
2,024
rural
41
female
rice
0
none
0
0
0
none
0
0
0
33.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00455
smallholder_intensification
2,012
rural
44
male
maize
1
pyrethroid
3
10
0
none
0
0
1
25.1
0
0
0
1
1
0
0
1
0
3
0
0
1
SMA-00456
smallholder_intensification
2,015
rural
16
male
maize
0
none
0
0
0
none
0
0
0
26.3
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00457
smallholder_intensification
2,021
rural
16
female
vegetables
1
pyrethroid
1
1
0
none
0
0
0
31.7
0
0
0
1
1
0
0
1
0
3
0
0
0
SMA-00458
smallholder_intensification
2,024
peri_urban
20
female
maize
1
herbicide_glyphosate
3
6
0
none
0
0
1
24.8
0
0
0
0
0
0
0
0
0
0
0
0
1
SMA-00459
smallholder_intensification
2,024
rural
29
female
rice
1
pyrethroid
2
8
0
none
0
1
0
30.4
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00460
smallholder_intensification
2,024
peri_urban
24
male
maize
1
herbicide_glyphosate
1
4
0
none
0
0
0
34.3
1
1
1
1
0
1
0
1
0
1
0
1
0
SMA-00461
smallholder_intensification
2,023
rural
45
female
vegetables
1
organophosphate
1
14
0
none
0
0
0
30.7
1
0
0
1
0
1
0
1
0
3
0
0
0
SMA-00462
smallholder_intensification
2,012
rural
35
male
maize
0
none
0
0
0
none
0
0
0
30.5
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00463
smallholder_intensification
2,015
peri_urban
20
male
vegetables
1
carbamate
5
7
1
mask_only
0
1
1
31.9
1
1
0
1
0
1
0
1
0
6
0
0
0
SMA-00464
smallholder_intensification
2,013
rural
27
male
cotton
1
pyrethroid
3
12
0
none
0
0
0
34.1
0
0
0
0
1
1
0
1
0
3
0
0
0
SMA-00465
smallholder_intensification
2,014
peri_urban
43
male
cotton
1
organophosphate
4
7
1
full_ppe
0
0
0
32.7
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00466
smallholder_intensification
2,011
rural
27
male
cotton
1
neonicotinoid
5
8
0
none
0
1
0
28.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00467
smallholder_intensification
2,018
rural
45
female
rice
1
organophosphate
6
3
0
none
0
0
0
37.1
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00468
smallholder_intensification
2,016
rural
19
male
rice
1
organophosphate
2
1
0
none
0
0
0
28.5
0
0
1
1
0
0
0
1
0
3
0
0
0
SMA-00469
smallholder_intensification
2,018
rural
58
female
maize
1
pyrethroid
8
3
0
none
1
1
0
32
0
0
0
1
1
1
0
1
0
4
0
0
1
SMA-00470
smallholder_intensification
2,020
rural
36
female
rice
1
carbamate
2
4
0
none
0
0
0
33.1
1
1
0
0
0
1
0
1
0
2
0
0
0
SMA-00471
smallholder_intensification
2,020
rural
35
male
maize
1
organophosphate
3
5
0
none
0
0
0
33.2
0
0
1
0
0
0
1
1
0
2
0
0
0
SMA-00472
smallholder_intensification
2,023
rural
29
male
cocoa
1
pyrethroid
2
3
0
none
0
0
0
26.3
0
0
0
1
1
0
0
1
0
3
0
0
0
SMA-00473
smallholder_intensification
2,023
rural
31
male
maize
1
pyrethroid
3
13
0
none
0
0
0
31.6
0
0
0
1
0
1
0
1
0
2
0
0
0
SMA-00474
smallholder_intensification
2,024
rural
31
female
cotton
0
none
0
0
0
none
0
0
0
32.4
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00475
smallholder_intensification
2,019
peri_urban
34
female
maize
1
neonicotinoid
5
13
0
none
0
0
0
21.2
0
0
0
1
0
0
0
0
0
0
0
1
0
SMA-00476
smallholder_intensification
2,021
rural
31
female
maize
1
carbamate
7
14
0
none
0
0
0
28.4
1
0
1
0
0
0
1
1
0
4
0
0
1
SMA-00477
smallholder_intensification
2,022
rural
23
female
vegetables
1
pyrethroid
5
4
0
none
0
0
0
28.6
0
0
0
1
0
1
0
1
0
5
0
0
1
SMA-00478
smallholder_intensification
2,023
peri_urban
34
female
rice
1
organophosphate
5
8
0
none
0
0
0
27.7
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00479
smallholder_intensification
2,014
rural
54
female
maize
1
fungicide
5
4
0
none
0
0
0
30.2
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00480
smallholder_intensification
2,022
rural
45
male
vegetables
0
none
0
0
0
none
0
0
1
25.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00481
smallholder_intensification
2,022
rural
52
male
maize
1
organophosphate
6
8
1
mask_only
0
0
0
28.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00482
smallholder_intensification
2,011
rural
32
male
cotton
1
herbicide_glyphosate
5
9
0
none
0
0
0
33.1
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00483
smallholder_intensification
2,010
rural
46
male
maize
1
fungicide
6
3
0
none
0
0
0
28.8
0
0
0
0
0
1
0
1
0
6
0
0
0
SMA-00484
smallholder_intensification
2,020
rural
36
male
rice
1
herbicide_glyphosate
5
9
0
none
0
0
0
31.1
1
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00485
smallholder_intensification
2,018
rural
15
male
maize
0
none
0
0
0
none
0
0
1
28.8
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00486
smallholder_intensification
2,024
peri_urban
33
female
maize
1
organophosphate
4
1
1
mask_only
0
1
0
32.8
0
0
0
0
0
0
1
1
0
2
0
0
0
SMA-00487
smallholder_intensification
2,024
rural
45
male
maize
1
carbamate
4
10
0
none
0
1
0
32
1
0
0
0
0
0
1
1
0
2
0
0
0
SMA-00488
smallholder_intensification
2,017
rural
45
female
cocoa
1
carbamate
6
14
0
none
1
1
0
27.2
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00489
smallholder_intensification
2,015
peri_urban
23
female
rice
0
none
0
0
0
none
0
1
0
39.4
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00490
smallholder_intensification
2,011
rural
52
female
cotton
0
none
0
0
0
none
0
1
0
30.9
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00491
smallholder_intensification
2,012
rural
35
male
maize
1
carbamate
2
10
0
none
0
0
0
26.1
0
0
0
0
1
0
0
1
0
3
0
0
0
SMA-00492
smallholder_intensification
2,023
rural
36
female
rice
1
pyrethroid
5
11
0
none
0
0
0
33.8
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00493
smallholder_intensification
2,024
urban
28
female
cotton
0
none
0
0
0
none
0
1
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00494
smallholder_intensification
2,012
rural
29
female
cotton
1
herbicide_glyphosate
5
10
0
none
0
1
1
29.6
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-00495
smallholder_intensification
2,021
rural
36
female
rice
1
neonicotinoid
3
8
0
none
0
1
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00496
smallholder_intensification
2,019
rural
40
male
vegetables
1
herbicide_glyphosate
4
11
0
none
0
0
0
32.8
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00497
smallholder_intensification
2,024
rural
15
male
vegetables
0
none
0
0
0
none
0
0
0
30.2
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-00498
smallholder_intensification
2,016
peri_urban
31
male
rice
1
organophosphate
3
1
0
none
0
0
0
30.7
0
0
0
0
1
0
0
1
0
2
0
0
1
SMA-00499
smallholder_intensification
2,021
rural
40
male
rice
1
fungicide
7
11
0
none
1
0
1
29.3
0
0
1
0
0
0
0
1
0
4
0
1
0