record_id
string
scenario
string
year
int64
month
int64
in_fire_season
int64
age
int64
sex
string
setting
string
is_child_u5
int64
is_elderly_60plus
int64
pre_existing_asthma
int64
pre_existing_copd
int64
smoker
int64
pm25_smoke_ugm3
float64
pm25_total_ugm3
float64
aqi_category
string
fire_proximity_km
float64
smoke_days_per_season
int64
fire_count
int64
mask_use
int64
stayed_indoors
int64
vulnerability_index
float64
exposure_risk_score
float64
cough
int64
wheeze
int64
dyspnoea
int64
eye_irritation
int64
ari_episode
int64
asthma_exacerbation
int64
copd_exacerbation
int64
er_visit
int64
hospitalised
int64
mortality
int64
climate_fire_trend
float64
FOR-09100
forest_clearing_burn
2,017
7
1
31
male
urban
0
0
0
0
1
240.9
254.5
hazardous
5.2
36
2
0
0
0.25
0.424
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09101
forest_clearing_burn
2,024
5
0
46
female
rural
0
0
0
0
0
24.8
46.6
moderate
13.3
9
4
0
0
0.15
0.047
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09102
forest_clearing_burn
2,016
5
0
9
female
peri_urban
0
0
0
0
0
30.2
57.3
unhealthy
12.8
15
2
0
0
0.15
0.057
0
0
0
0
0
0
0
0
0
0
0.0799
FOR-09103
forest_clearing_burn
2,017
7
1
11
male
rural
0
0
0
0
0
242.2
277
hazardous
2.4
85
3
0
1
0.15
0.166
1
0
0
1
0
0
0
0
0
0
0.0916
FOR-09104
forest_clearing_burn
2,018
12
0
24
male
urban
0
0
0
0
0
12.2
38.9
moderate
5.2
20
3
0
0
0.15
0.039
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09105
forest_clearing_burn
2,013
4
0
47
male
rural
0
0
0
0
0
46.3
64.3
unhealthy
13.5
25
3
0
0
0.15
0.064
0
0
0
0
0
0
0
0
0
0
0.0514
FOR-09106
forest_clearing_burn
2,011
3
0
26
female
rural
0
0
0
0
0
20
38.3
moderate
0.9
25
2
0
0
0.15
0.038
0
0
0
0
0
0
0
0
0
0
0.0164
FOR-09107
forest_clearing_burn
2,021
12
0
35
male
urban
0
0
0
0
0
19.4
42.3
moderate
8.5
9
7
0
0
0.15
0.042
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09108
forest_clearing_burn
2,019
4
0
38
female
rural
0
0
0
0
0
18.4
30.1
good
9.5
25
2
0
0
0.15
0.03
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09109
forest_clearing_burn
2,010
9
1
14
female
peri_urban
0
0
0
0
0
383.4
410.1
hazardous
13.2
77
2
0
0
0.15
0.41
0
0
1
1
0
0
0
0
0
0
-0.0036
FOR-09110
forest_clearing_burn
2,019
6
1
26
male
rural
0
0
0
0
0
157.4
175.7
very_unhealthy
5.2
83
1
0
0
0.15
0.176
1
0
1
0
0
0
0
0
0
0
0.1
FOR-09111
forest_clearing_burn
2,022
10
0
17
male
peri_urban
0
0
0
0
0
12.9
40.4
moderate
6.8
2
3
0
0
0.15
0.04
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09112
forest_clearing_burn
2,020
6
1
19
male
rural
0
0
0
0
0
133.3
136.1
unhealthy
5.5
64
2
0
0
0.15
0.136
0
0
0
0
1
0
0
1
0
0
0.1
FOR-09113
forest_clearing_burn
2,014
7
1
28
female
peri_urban
0
0
0
0
0
132
154.8
very_unhealthy
0.5
94
3
0
1
0.15
0.093
0
0
0
0
0
0
0
0
0
0
0.0568
FOR-09114
forest_clearing_burn
2,011
5
0
26
female
urban
0
0
0
0
0
24.6
49.4
moderate
6.9
24
1
0
0
0.15
0.049
0
0
0
0
0
0
0
0
0
0
0.0151
FOR-09115
forest_clearing_burn
2,019
8
1
1
female
rural
1
0
0
0
0
238.7
261.6
hazardous
3.4
71
0
0
0
0.4
0.697
0
0
1
0
0
0
0
0
0
0
0.1
FOR-09116
forest_clearing_burn
2,013
8
1
53
male
rural
0
0
0
0
0
468.5
486.2
hazardous
10.8
80
0
0
0
0.15
0.486
0
1
0
0
1
0
0
0
0
0
0.0472
FOR-09117
forest_clearing_burn
2,021
1
0
49
female
rural
0
0
0
0
1
23
36.6
moderate
6.3
21
1
0
0
0.25
0.061
0
0
0
0
1
0
0
0
0
0
0.1
FOR-09118
forest_clearing_burn
2,012
10
0
40
female
peri_urban
0
0
0
0
0
17.2
43.6
moderate
5.1
30
1
0
0
0.15
0.044
0
0
0
0
0
0
0
0
0
0
0.0335
FOR-09119
forest_clearing_burn
2,021
12
0
63
male
peri_urban
0
1
0
0
0
21.1
31.1
good
12.7
25
0
0
0
0.35
0.073
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09120
forest_clearing_burn
2,017
4
0
50
male
rural
0
0
0
0
0
24.3
49.4
moderate
12.3
28
3
0
0
0.15
0.049
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09121
forest_clearing_burn
2,011
5
0
19
female
rural
0
0
0
0
0
5.8
32.1
good
11
21
1
0
0
0.15
0.032
0
0
1
0
0
0
0
0
0
0
0.0038
FOR-09122
forest_clearing_burn
2,010
3
0
56
male
peri_urban
0
0
0
0
0
23.4
39.7
moderate
2
26
1
0
0
0.15
0.04
0
0
0
0
0
0
0
0
0
0
-0.003
FOR-09123
forest_clearing_burn
2,020
9
1
30
male
rural
0
0
0
0
0
41.8
55.7
unhealthy
11.5
83
1
0
0
0.15
0.056
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09124
forest_clearing_burn
2,023
1
0
1
female
rural
1
0
0
0
0
17.4
33.7
good
12.9
14
1
0
0
0.4
0.09
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09125
forest_clearing_burn
2,017
1
0
42
male
rural
0
0
0
0
0
28.2
40.2
moderate
6.1
22
2
0
0
0.15
0.04
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09126
forest_clearing_burn
2,012
11
0
47
male
urban
0
0
0
0
0
9.5
32.4
good
7.8
27
2
0
0
0.15
0.032
0
0
0
0
0
0
0
0
0
0
0.0329
FOR-09127
forest_clearing_burn
2,021
11
0
10
female
rural
0
0
0
0
0
8.1
33.2
good
8.1
0
4
0
0
0.15
0.033
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09128
forest_clearing_burn
2,018
3
0
1
male
rural
1
0
0
0
0
7.6
27
good
7.5
19
1
1
0
0.4
0.05
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09129
forest_clearing_burn
2,020
1
0
34
male
rural
0
0
0
0
0
9.1
31.1
good
11.1
19
1
0
0
0.15
0.031
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09130
forest_clearing_burn
2,012
8
1
24
male
rural
0
0
0
0
0
69.1
99.3
unhealthy
8
55
3
0
0
0.15
0.099
0
0
0
1
0
0
0
0
0
0
0.0314
FOR-09131
forest_clearing_burn
2,021
7
1
51
male
rural
0
0
0
0
0
193.4
218.2
very_unhealthy
5
35
1
0
0
0.15
0.218
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09132
forest_clearing_burn
2,015
4
0
36
male
rural
0
0
0
0
0
23.9
49.1
moderate
12.6
15
1
0
0
0.15
0.049
0
0
0
0
0
0
0
0
0
0
0.0765
FOR-09133
forest_clearing_burn
2,024
7
1
62
female
urban
0
1
0
0
0
306.7
323.8
hazardous
4.4
68
3
0
0
0.35
0.756
0
1
0
0
1
0
0
0
0
0
0.1
FOR-09134
forest_clearing_burn
2,019
7
1
63
male
rural
0
1
0
0
0
351
370.8
hazardous
0.8
44
2
0
0
0.35
0.865
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09135
forest_clearing_burn
2,020
10
0
23
male
rural
0
0
0
0
0
5
10
good
7.4
23
2
0
0
0.15
0.01
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09136
forest_clearing_burn
2,012
6
1
83
male
rural
0
1
0
0
0
150.3
168.8
very_unhealthy
2.8
56
2
0
1
0.35
0.236
0
0
0
0
0
0
0
0
0
0
0.0415
FOR-09137
forest_clearing_burn
2,019
9
1
31
female
rural
0
0
1
0
1
276.2
294.7
hazardous
14
85
0
0
0
0.4
0.786
1
0
0
0
1
1
0
0
0
0
0.1
FOR-09138
forest_clearing_burn
2,013
6
1
17
female
rural
0
0
0
0
0
259.8
293.3
hazardous
2.4
66
3
0
1
0.15
0.176
0
0
0
1
0
0
0
0
0
0
0.0444
FOR-09139
forest_clearing_burn
2,019
3
0
30
female
peri_urban
0
0
0
0
0
10.4
33.7
good
13.3
7
0
0
0
0.15
0.034
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09140
forest_clearing_burn
2,023
4
0
37
male
rural
0
0
0
0
0
28.2
46
moderate
3.2
22
3
0
0
0.15
0.046
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09141
forest_clearing_burn
2,014
6
1
48
female
rural
0
0
0
0
1
203.6
232.1
very_unhealthy
3
33
3
0
0
0.25
0.387
0
0
0
1
0
0
0
0
0
0
0.0633
FOR-09142
forest_clearing_burn
2,018
9
1
62
female
rural
0
1
1
0
0
175.9
193.6
very_unhealthy
15.2
50
2
0
0
0.5
0.645
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09143
forest_clearing_burn
2,019
8
1
18
male
rural
0
0
0
0
1
195
211.9
very_unhealthy
7.3
39
0
0
0
0.25
0.353
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09144
forest_clearing_burn
2,022
9
1
33
female
peri_urban
0
0
0
0
1
223.6
251.9
hazardous
10.3
90
2
0
0
0.25
0.42
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09145
forest_clearing_burn
2,010
1
0
46
male
peri_urban
0
0
0
0
0
22
24.9
good
1.2
9
2
0
0
0.15
0.025
0
0
0
0
0
0
0
0
0
0
0.0049
FOR-09146
forest_clearing_burn
2,022
2
0
39
male
urban
0
0
1
0
0
14.8
37.3
moderate
6.4
18
3
0
0
0.3
0.075
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09147
forest_clearing_burn
2,022
4
0
35
male
rural
0
0
0
0
0
9.2
24.9
good
4.3
22
3
0
0
0.15
0.025
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09148
forest_clearing_burn
2,023
3
0
10
male
rural
0
0
0
0
0
19.3
48.4
moderate
1.1
22
1
0
0
0.15
0.048
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09149
forest_clearing_burn
2,024
10
0
41
male
rural
0
0
0
0
0
20.8
50.9
moderate
5.9
32
1
0
0
0.15
0.051
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09150
forest_clearing_burn
2,022
1
0
34
male
urban
0
0
0
0
0
18.5
28.4
good
10.5
18
2
0
0
0.15
0.028
1
1
0
0
0
0
0
0
0
0
0.1
FOR-09151
forest_clearing_burn
2,017
4
0
19
female
rural
0
0
0
0
0
17.8
38.8
moderate
7.6
27
2
0
0
0.15
0.039
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09152
forest_clearing_burn
2,024
9
1
6
female
rural
0
0
0
0
0
126.1
151.3
very_unhealthy
16.2
24
1
0
0
0.15
0.151
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09153
forest_clearing_burn
2,018
4
0
2
female
urban
1
0
0
0
0
11.8
44.9
moderate
4.3
28
4
0
0
0.4
0.12
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09154
forest_clearing_burn
2,024
5
0
34
male
peri_urban
0
0
0
0
0
11.1
21.6
good
7.7
14
1
0
0
0.15
0.022
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09155
forest_clearing_burn
2,017
3
0
37
male
rural
0
0
0
0
1
13.4
27.3
good
0.5
24
3
0
0
0.25
0.046
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09156
forest_clearing_burn
2,023
4
0
17
male
rural
0
0
0
0
0
33.4
33
good
11.1
20
4
0
0
0.15
0.033
1
0
0
0
1
0
0
0
0
0
0.1
FOR-09157
forest_clearing_burn
2,023
6
1
59
female
peri_urban
0
0
0
0
0
313
339.6
hazardous
6.9
31
0
0
0
0.15
0.34
1
0
1
0
0
0
0
0
0
0
0.1
FOR-09158
forest_clearing_burn
2,023
12
0
39
female
rural
0
0
1
0
0
20.7
40
moderate
5.7
26
6
0
0
0.3
0.08
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09159
forest_clearing_burn
2,014
7
1
41
female
urban
0
0
0
0
0
250.4
262.7
hazardous
8.5
120
4
0
0
0.15
0.263
0
1
0
1
1
0
0
0
0
0
0.0507
FOR-09160
forest_clearing_burn
2,020
9
1
53
female
peri_urban
0
0
1
0
0
284.2
305.6
hazardous
12.6
78
3
0
0
0.3
0.611
1
1
0
0
0
1
0
0
0
0
0.1
FOR-09161
forest_clearing_burn
2,019
12
0
41
male
peri_urban
0
0
0
0
0
26
41.3
moderate
3
22
3
0
0
0.15
0.041
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09162
forest_clearing_burn
2,015
8
1
22
female
peri_urban
0
0
0
0
0
205.4
234
very_unhealthy
9.3
51
2
0
0
0.15
0.234
0
0
0
0
0
0
0
0
0
0
0.0702
FOR-09163
forest_clearing_burn
2,018
7
1
23
female
rural
0
0
0
0
0
244.3
268.5
hazardous
6.7
58
0
0
0
0.15
0.268
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09164
forest_clearing_burn
2,017
9
1
42
female
urban
0
0
0
0
0
325.6
332.8
hazardous
13.3
63
1
0
0
0.15
0.333
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09165
forest_clearing_burn
2,016
4
0
35
male
peri_urban
0
0
1
0
1
28.1
50.9
moderate
3.5
22
1
0
0
0.4
0.136
0
0
0
0
0
0
0
0
0
0
0.0893
FOR-09166
forest_clearing_burn
2,018
6
1
13
male
rural
0
0
0
0
0
354.1
378.4
hazardous
0.5
108
1
0
0
0.15
0.378
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09167
forest_clearing_burn
2,016
7
1
33
female
rural
0
0
0
0
1
324.3
327.8
hazardous
16.4
120
2
0
1
0.25
0.328
0
0
0
1
0
0
0
0
0
0
0.0885
FOR-09168
forest_clearing_burn
2,017
6
1
17
male
rural
0
0
0
0
0
222.7
233.5
very_unhealthy
9.1
90
4
0
0
0.15
0.234
0
0
0
0
1
0
0
0
0
0
0.1
FOR-09169
forest_clearing_burn
2,017
2
0
27
female
peri_urban
0
0
0
0
0
15.8
37.8
moderate
0.5
13
2
0
0
0.15
0.038
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09170
forest_clearing_burn
2,012
9
1
23
male
rural
0
0
0
0
1
384
407
hazardous
6.8
65
1
0
0
0.25
0.678
1
1
0
0
0
0
0
0
0
0
0.0342
FOR-09171
forest_clearing_burn
2,020
3
0
30
female
rural
0
0
0
0
0
38.6
66.8
unhealthy
11.8
14
1
0
0
0.15
0.067
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09172
forest_clearing_burn
2,017
6
1
41
female
peri_urban
0
0
0
0
0
346.7
369.2
hazardous
8.5
38
2
0
0
0.15
0.369
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09173
forest_clearing_burn
2,011
7
1
45
male
peri_urban
0
0
0
0
0
171.1
183.4
very_unhealthy
4.3
85
4
0
0
0.15
0.183
0
0
1
0
0
0
0
0
0
0
0.0094
FOR-09174
forest_clearing_burn
2,021
10
0
18
female
rural
0
0
0
0
0
44.9
69.4
unhealthy
17.5
9
2
0
0
0.15
0.069
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09175
forest_clearing_burn
2,015
10
0
37
female
peri_urban
0
0
0
0
0
15.2
41.3
moderate
13.4
18
4
0
0
0.15
0.041
0
0
0
0
1
0
0
0
0
0
0.0771
FOR-09176
forest_clearing_burn
2,012
5
0
24
female
rural
0
0
0
0
0
30.4
55.9
unhealthy
0.5
22
3
0
0
0.15
0.056
0
0
0
0
0
0
0
0
0
0
0.0298
FOR-09177
forest_clearing_burn
2,017
1
0
14
male
rural
0
0
0
0
0
5
26.9
good
7.9
18
3
0
0
0.15
0.027
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09178
forest_clearing_burn
2,019
7
1
11
male
urban
0
0
0
0
0
299.6
332.4
hazardous
19.8
94
3
0
0
0.15
0.332
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09179
forest_clearing_burn
2,017
11
0
69
male
urban
0
1
0
0
0
26.8
49.3
moderate
7.6
10
2
0
0
0.35
0.115
0
0
0
0
1
0
0
0
0
0
0.1
FOR-09180
forest_clearing_burn
2,018
9
1
24
female
rural
0
0
0
0
0
157.1
164.3
very_unhealthy
3.6
87
3
0
0
0.15
0.164
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09181
forest_clearing_burn
2,019
11
0
26
female
rural
0
0
0
0
0
21.4
33.8
good
6.6
22
0
0
0
0.15
0.034
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09182
forest_clearing_burn
2,024
1
0
30
male
rural
0
0
0
0
0
10.9
44.6
moderate
5.5
27
2
0
0
0.15
0.045
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09183
forest_clearing_burn
2,013
7
1
58
male
rural
0
0
0
0
0
378.6
393.2
hazardous
10.8
53
2
0
0
0.15
0.393
0
1
0
0
0
0
0
0
0
0
0.0467
FOR-09184
forest_clearing_burn
2,011
3
0
12
female
rural
0
0
0
0
0
16.9
29.2
good
9.8
9
3
0
0
0.15
0.029
0
0
0
0
0
0
0
0
0
0
0.0154
FOR-09185
forest_clearing_burn
2,010
8
1
33
female
urban
0
0
0
0
0
230.8
247.9
very_unhealthy
5.7
75
1
0
1
0.15
0.149
0
0
0
0
1
0
0
0
0
0
-0.006
FOR-09186
forest_clearing_burn
2,010
6
1
1
female
urban
1
0
0
0
0
105.5
124.2
unhealthy
14.9
82
2
0
0
0.4
0.331
1
0
0
0
0
0
0
0
0
0
-0.0037
FOR-09187
forest_clearing_burn
2,015
4
0
48
male
peri_urban
0
0
0
0
0
12.7
25.5
good
11.7
19
0
0
0
0.15
0.025
0
0
1
0
0
0
0
0
0
0
0.0728
FOR-09188
forest_clearing_burn
2,020
10
0
19
female
rural
0
0
0
0
1
5
25.3
good
11.2
10
0
0
0
0.25
0.042
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09189
forest_clearing_burn
2,018
9
1
26
male
rural
0
0
0
0
0
348
380.2
hazardous
2.2
0
3
0
0
0.15
0.38
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09190
forest_clearing_burn
2,019
5
0
15
male
rural
0
0
0
0
0
36.3
53
moderate
11.4
23
4
0
0
0.15
0.053
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09191
forest_clearing_burn
2,011
1
0
61
female
rural
0
1
0
0
0
5
26.5
good
0.5
18
3
0
0
0.35
0.062
0
0
0
0
0
0
0
0
0
0
0.0063
FOR-09192
forest_clearing_burn
2,014
9
1
12
female
rural
0
0
1
0
0
329.1
357.4
hazardous
0.5
87
3
0
0
0.3
0.715
0
0
1
0
0
0
0
0
0
0
0.0623
FOR-09193
forest_clearing_burn
2,017
10
0
21
female
rural
0
0
0
0
0
20.8
34.9
good
0.9
9
2
0
0
0.15
0.035
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09194
forest_clearing_burn
2,011
11
0
17
female
rural
0
0
0
0
0
29.7
59
unhealthy
6
12
5
0
0
0.15
0.059
0
0
0
0
0
0
0
0
0
0
0.0203
FOR-09195
forest_clearing_burn
2,016
9
1
47
female
urban
0
0
0
0
0
290
304.9
hazardous
7.5
68
1
0
1
0.15
0.183
1
0
0
0
0
0
0
0
0
0
0.0854
FOR-09196
forest_clearing_burn
2,014
12
0
38
female
rural
0
0
0
0
0
22.7
28
good
8.3
15
3
0
0
0.15
0.028
1
0
0
0
1
0
0
0
0
0
0.0599
FOR-09197
forest_clearing_burn
2,023
1
0
23
female
rural
0
0
0
0
0
29.5
49.1
moderate
7.5
35
1
0
0
0.15
0.049
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09198
forest_clearing_burn
2,022
12
0
51
male
rural
0
0
0
0
0
8.7
39.3
moderate
8.3
22
4
0
0
0.15
0.039
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09199
forest_clearing_burn
2,024
4
0
11
male
urban
0
0
0
0
0
15.7
29.1
good
0.5
10
2
0
0
0.15
0.029
1
0
0
0
0
0
0
0
0
0
0.1