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-09900
smallholder_intensification
2,018
peri_urban
31
female
maize
1
pyrethroid
2
1
0
none
0
0
0
28.1
1
1
1
1
0
0
0
1
0
11
0
0
0
SMA-09901
smallholder_intensification
2,024
peri_urban
25
male
maize
1
neonicotinoid
1
10
0
none
0
0
0
32.3
1
0
1
1
0
0
0
1
1
3
0
0
1
SMA-09902
smallholder_intensification
2,022
urban
37
male
maize
1
organophosphate
2
14
1
gloves_mask
0
1
0
26.9
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09903
smallholder_intensification
2,018
rural
31
male
rice
1
neonicotinoid
2
1
0
none
0
0
1
27.5
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09904
smallholder_intensification
2,014
rural
26
male
maize
0
none
0
0
0
none
0
0
0
30.6
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09905
smallholder_intensification
2,023
rural
19
male
cocoa
1
herbicide_glyphosate
5
12
0
none
0
1
0
25.3
0
0
0
0
0
1
0
1
0
1
0
0
0
SMA-09906
smallholder_intensification
2,019
rural
31
female
maize
1
pyrethroid
7
2
0
none
0
1
0
25.4
1
1
0
0
1
0
0
1
0
5
0
1
0
SMA-09907
smallholder_intensification
2,015
rural
33
male
rice
1
pyrethroid
5
15
0
none
0
1
0
26.2
0
0
0
1
1
0
0
1
0
3
0
0
0
SMA-09908
smallholder_intensification
2,013
rural
39
female
maize
1
pyrethroid
6
8
0
none
0
0
0
25.7
1
0
0
0
1
0
0
1
0
5
0
0
0
SMA-09909
smallholder_intensification
2,023
rural
35
female
maize
1
organophosphate
3
11
0
none
0
0
0
33.6
0
0
0
1
0
0
0
0
0
0
0
1
0
SMA-09910
smallholder_intensification
2,010
rural
42
female
maize
1
carbamate
7
9
0
none
0
0
1
29.4
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09911
smallholder_intensification
2,010
rural
46
female
maize
1
fungicide
4
10
0
none
0
0
1
32.9
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09912
smallholder_intensification
2,013
rural
41
male
cotton
1
organophosphate
4
2
0
none
0
0
0
31.8
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09913
smallholder_intensification
2,014
rural
52
female
cotton
1
herbicide_glyphosate
8
9
0
none
1
1
1
34.6
0
0
0
1
1
0
0
1
0
1
0
0
0
SMA-09914
smallholder_intensification
2,014
rural
37
female
rice
1
herbicide_glyphosate
1
9
0
none
0
0
0
32.6
0
0
0
0
0
0
0
0
0
0
0
0
1
SMA-09915
smallholder_intensification
2,021
rural
57
male
cotton
1
organophosphate
2
1
0
none
0
0
0
29.2
1
0
0
1
0
1
0
1
0
4
0
0
0
SMA-09916
smallholder_intensification
2,019
rural
47
male
cotton
1
carbamate
5
8
0
none
0
1
0
28.4
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09917
smallholder_intensification
2,017
peri_urban
27
male
cotton
1
pyrethroid
1
3
0
none
0
0
0
26.1
0
0
1
0
0
0
0
1
0
2
0
0
1
SMA-09918
smallholder_intensification
2,019
peri_urban
15
male
rice
1
organophosphate
4
15
0
none
0
0
0
32.1
0
0
1
0
0
0
0
1
0
4
0
0
0
SMA-09919
smallholder_intensification
2,020
rural
39
male
vegetables
1
pyrethroid
3
6
0
none
1
0
0
28.7
0
0
0
1
1
0
0
1
0
3
0
0
0
SMA-09920
smallholder_intensification
2,018
rural
43
male
cotton
1
organophosphate
8
1
0
none
0
0
0
27.8
0
0
0
1
1
0
0
1
0
5
0
0
0
SMA-09921
smallholder_intensification
2,014
rural
36
male
cocoa
0
none
0
0
0
none
0
0
1
30.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09922
smallholder_intensification
2,011
rural
32
female
maize
1
carbamate
4
3
0
none
1
0
0
34.4
1
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09923
smallholder_intensification
2,020
rural
31
female
vegetables
1
carbamate
2
1
0
none
0
1
0
30.8
0
0
0
1
0
0
0
0
0
0
0
0
1
SMA-09924
smallholder_intensification
2,015
peri_urban
42
male
cotton
1
carbamate
4
1
0
none
0
0
0
29.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09925
smallholder_intensification
2,012
rural
45
male
maize
1
fungicide
3
2
0
none
1
0
0
30.4
0
0
0
1
0
0
0
0
0
0
0
0
1
SMA-09926
smallholder_intensification
2,024
rural
29
female
cocoa
1
organophosphate
5
1
0
none
0
0
0
34.3
0
0
1
1
0
0
0
1
0
0
0
0
0
SMA-09927
smallholder_intensification
2,019
rural
20
female
vegetables
0
none
0
0
0
none
0
0
0
30.2
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09928
smallholder_intensification
2,012
urban
36
male
maize
1
carbamate
7
1
0
none
0
0
1
31.9
0
0
0
0
0
0
1
1
0
2
0
0
0
SMA-09929
smallholder_intensification
2,014
rural
28
female
vegetables
0
none
0
0
0
none
0
0
1
25.5
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09930
smallholder_intensification
2,013
rural
35
male
rice
1
organophosphate
4
10
0
none
0
0
0
29
0
0
0
0
0
0
1
1
0
2
0
0
0
SMA-09931
smallholder_intensification
2,015
rural
50
male
cotton
1
pyrethroid
3
13
0
none
0
0
0
28.7
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09932
smallholder_intensification
2,012
rural
28
female
cocoa
1
organophosphate
7
9
0
none
0
1
0
24.9
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09933
smallholder_intensification
2,015
rural
46
female
vegetables
1
carbamate
1
8
0
none
0
0
0
29.3
1
0
0
1
0
0
0
0
0
0
0
0
1
SMA-09934
smallholder_intensification
2,013
rural
24
male
maize
1
pyrethroid
5
9
0
none
0
0
0
26.5
0
0
1
0
1
0
0
1
1
3
0
1
0
SMA-09935
smallholder_intensification
2,015
peri_urban
57
female
maize
1
organophosphate
3
9
0
none
0
1
0
26.4
0
0
0
0
1
0
0
1
0
0
0
0
1
SMA-09936
smallholder_intensification
2,019
rural
35
male
maize
1
organophosphate
4
4
0
none
0
1
1
30.1
1
1
0
0
1
0
1
1
0
4
0
0
0
SMA-09937
smallholder_intensification
2,021
rural
45
female
maize
0
none
0
0
0
none
0
0
1
24
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09938
smallholder_intensification
2,023
rural
28
female
rice
1
neonicotinoid
2
9
0
none
1
0
0
32.3
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09939
smallholder_intensification
2,010
peri_urban
30
male
maize
0
none
0
0
0
none
0
0
1
29.7
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09940
smallholder_intensification
2,015
rural
20
male
cotton
1
herbicide_glyphosate
8
8
0
none
0
0
0
27
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09941
smallholder_intensification
2,016
rural
28
male
maize
1
organophosphate
4
1
0
none
0
1
0
31.7
0
0
0
0
0
0
1
1
0
3
0
0
0
SMA-09942
smallholder_intensification
2,015
rural
61
male
vegetables
1
neonicotinoid
6
15
0
none
0
1
1
29.3
0
0
0
1
0
1
0
1
0
5
0
0
0
SMA-09943
smallholder_intensification
2,013
peri_urban
48
female
rice
1
carbamate
10
9
0
none
0
0
1
32.1
1
1
0
1
0
0
0
0
0
0
0
1
0
SMA-09944
smallholder_intensification
2,021
rural
33
male
vegetables
0
none
0
0
0
none
0
1
1
31.8
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09945
smallholder_intensification
2,021
peri_urban
22
female
maize
0
none
0
0
0
none
0
1
1
29.8
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09946
smallholder_intensification
2,014
rural
27
male
vegetables
1
carbamate
4
5
0
none
0
0
1
29.8
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09947
smallholder_intensification
2,023
rural
37
female
maize
0
none
0
0
0
none
0
0
0
34
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09948
smallholder_intensification
2,020
rural
26
male
cocoa
1
organophosphate
3
5
0
none
0
0
0
25.2
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09949
smallholder_intensification
2,012
peri_urban
29
male
vegetables
1
neonicotinoid
4
4
0
none
1
0
1
26.2
0
0
1
1
0
0
0
1
1
6
0
0
0
SMA-09950
smallholder_intensification
2,023
peri_urban
37
male
cotton
1
organophosphate
2
1
0
none
0
0
1
29
0
0
0
0
1
0
0
1
0
2
0
0
0
SMA-09951
smallholder_intensification
2,020
peri_urban
29
male
maize
1
pyrethroid
1
11
0
none
0
0
0
30.3
0
0
0
1
0
0
0
0
0
0
0
0
1
SMA-09952
smallholder_intensification
2,016
rural
15
male
vegetables
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-09953
smallholder_intensification
2,013
rural
20
female
cotton
1
organophosphate
6
11
0
none
0
0
1
32.6
1
0
0
0
0
0
1
1
0
1
0
0
0
SMA-09954
smallholder_intensification
2,012
urban
46
female
cocoa
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-09955
smallholder_intensification
2,021
rural
42
male
cocoa
1
organophosphate
6
13
0
none
1
0
0
31.7
1
0
0
1
1
1
1
1
0
4
0
0
0
SMA-09956
smallholder_intensification
2,011
rural
39
male
vegetables
1
organophosphate
7
11
0
none
0
1
0
25.2
0
0
1
1
1
0
0
1
0
3
0
0
0
SMA-09957
smallholder_intensification
2,021
peri_urban
32
female
cocoa
1
pyrethroid
7
1
0
none
0
0
0
24.6
0
0
0
1
1
0
0
1
0
4
0
0
0
SMA-09958
smallholder_intensification
2,011
urban
49
female
cotton
1
organophosphate
4
1
0
none
0
0
1
30.9
1
1
0
0
0
1
0
1
0
3
0
0
0
SMA-09959
smallholder_intensification
2,019
rural
32
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-09960
smallholder_intensification
2,015
peri_urban
36
male
maize
1
pyrethroid
10
12
0
none
0
1
1
30.4
0
0
0
1
0
1
0
1
0
6
0
0
0
SMA-09961
smallholder_intensification
2,017
rural
33
female
maize
0
none
0
0
0
none
0
0
0
31.8
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09962
smallholder_intensification
2,016
rural
33
female
cocoa
1
pyrethroid
6
5
0
none
0
0
1
29.8
0
0
0
1
1
0
0
1
0
2
0
0
0
SMA-09963
smallholder_intensification
2,018
rural
20
female
rice
1
carbamate
5
15
0
none
1
0
0
26.9
0
0
0
1
0
0
0
0
0
0
0
0
1
SMA-09964
smallholder_intensification
2,011
rural
30
female
cotton
1
pyrethroid
1
7
0
none
0
1
0
33.2
0
0
1
0
0
0
0
1
0
7
0
0
0
SMA-09965
smallholder_intensification
2,017
rural
42
female
rice
0
none
0
0
0
none
0
1
0
31
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09966
smallholder_intensification
2,016
rural
43
male
vegetables
1
organophosphate
4
3
0
none
0
0
0
30.7
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09967
smallholder_intensification
2,024
rural
35
male
maize
1
organophosphate
2
6
0
none
0
0
0
27.8
0
0
0
0
1
0
1
1
0
4
0
0
0
SMA-09968
smallholder_intensification
2,010
peri_urban
30
female
cotton
0
none
0
0
0
none
0
0
0
32.3
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09969
smallholder_intensification
2,022
rural
46
female
maize
1
pyrethroid
2
4
0
none
0
0
0
30.8
0
0
0
1
0
0
0
0
0
0
0
0
1
SMA-09970
smallholder_intensification
2,024
urban
46
female
rice
1
neonicotinoid
2
11
0
none
0
0
0
28.5
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09971
smallholder_intensification
2,011
rural
47
female
vegetables
0
none
0
0
0
none
0
0
0
34.3
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09972
smallholder_intensification
2,024
peri_urban
41
male
cocoa
0
none
0
0
0
none
0
0
0
33.5
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09973
smallholder_intensification
2,020
rural
28
male
cotton
0
none
0
0
0
none
0
0
0
25.2
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09974
smallholder_intensification
2,018
rural
32
male
cotton
0
none
0
0
0
none
0
0
0
31.3
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09975
smallholder_intensification
2,013
rural
57
female
maize
1
organophosphate
3
1
0
none
0
1
0
29.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09976
smallholder_intensification
2,023
rural
16
male
maize
1
organophosphate
6
1
1
gloves_only
0
0
0
29.4
0
0
0
0
0
0
0
0
0
0
0
0
1
SMA-09977
smallholder_intensification
2,014
rural
24
male
maize
1
pyrethroid
4
18
0
none
0
0
0
30.1
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09978
smallholder_intensification
2,020
rural
32
male
vegetables
0
none
0
0
0
none
0
1
1
28
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09979
smallholder_intensification
2,024
rural
51
male
maize
0
none
0
0
0
none
0
1
0
27.4
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09980
smallholder_intensification
2,010
rural
32
male
vegetables
1
carbamate
5
4
0
none
0
1
0
30.6
1
0
0
1
0
0
1
1
0
5
0
0
0
SMA-09981
smallholder_intensification
2,021
peri_urban
28
female
cotton
1
pyrethroid
7
2
0
none
0
0
0
27.3
0
0
0
0
0
0
0
0
0
0
0
0
1
SMA-09982
smallholder_intensification
2,011
urban
29
male
cocoa
0
none
0
0
0
none
0
0
1
28.3
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09983
smallholder_intensification
2,012
urban
36
male
maize
1
herbicide_glyphosate
3
6
0
none
0
0
0
29.1
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09984
smallholder_intensification
2,014
rural
36
female
vegetables
1
neonicotinoid
3
18
0
none
0
1
0
25.5
0
0
1
1
1
0
0
1
0
2
0
1
0
SMA-09985
smallholder_intensification
2,024
peri_urban
45
female
maize
1
pyrethroid
6
1
0
none
0
1
0
27.8
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09986
smallholder_intensification
2,022
peri_urban
28
male
vegetables
1
carbamate
5
11
1
gloves_mask
0
0
0
28.1
1
0
1
1
1
0
0
1
0
1
0
0
0
SMA-09987
smallholder_intensification
2,019
rural
41
female
vegetables
1
herbicide_glyphosate
5
7
1
mask_only
0
0
0
23
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09988
smallholder_intensification
2,012
rural
30
male
vegetables
1
herbicide_glyphosate
5
3
0
none
0
0
0
30.6
0
0
0
0
1
0
0
1
0
8
0
0
1
SMA-09989
smallholder_intensification
2,020
rural
38
male
cotton
0
none
0
0
0
none
0
0
0
28.9
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09990
smallholder_intensification
2,024
rural
35
male
maize
1
pyrethroid
4
4
0
none
0
0
0
29.7
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09991
smallholder_intensification
2,012
urban
64
male
maize
1
pyrethroid
5
11
0
none
0
1
1
24
0
0
0
1
1
0
0
1
0
4
0
0
0
SMA-09992
smallholder_intensification
2,018
rural
44
female
maize
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-09993
smallholder_intensification
2,020
rural
57
male
cotton
1
herbicide_glyphosate
3
8
0
none
0
0
1
30.8
1
0
0
1
1
1
0
1
0
4
0
0
0
SMA-09994
smallholder_intensification
2,022
peri_urban
15
male
maize
1
herbicide_glyphosate
5
4
1
gloves_only
0
0
0
26.5
0
0
0
1
0
0
0
0
0
0
0
0
0
SMA-09995
smallholder_intensification
2,020
rural
36
male
cotton
1
organophosphate
5
3
0
none
0
0
0
32.1
1
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09996
smallholder_intensification
2,023
rural
31
male
maize
0
none
0
0
0
none
0
0
0
27
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09997
smallholder_intensification
2,017
rural
16
male
maize
0
none
0
0
0
none
0
0
0
35.2
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09998
smallholder_intensification
2,016
peri_urban
28
male
cotton
0
none
0
0
0
none
0
0
0
26.8
0
0
0
0
0
0
0
0
0
0
0
0
0
SMA-09999
smallholder_intensification
2,024
rural
30
female
cocoa
0
none
0
0
0
none
0
1
1
28.8
0
0
0
0
0
0
0
0
0
0
0
0
0