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-09300
forest_clearing_burn
2,023
3
0
32
female
rural
0
0
0
0
0
5
25.8
good
10.2
17
3
0
0
0.15
0.026
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09301
forest_clearing_burn
2,020
1
0
6
male
peri_urban
0
0
0
0
0
22.5
46.1
moderate
8.1
15
1
0
0
0.15
0.046
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09302
forest_clearing_burn
2,018
8
1
58
male
rural
0
0
0
0
0
189.8
217.1
very_unhealthy
13.1
18
1
0
1
0.15
0.13
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09303
forest_clearing_burn
2,013
5
0
42
male
rural
0
0
0
0
0
26.9
35.1
moderate
4.8
20
3
0
0
0.15
0.035
0
0
0
0
0
0
0
0
0
0
0.046
FOR-09304
forest_clearing_burn
2,016
5
0
36
male
rural
0
0
0
0
0
18.7
34.5
good
14.4
5
2
0
0
0.15
0.034
0
0
0
0
0
0
0
0
0
0
0.0815
FOR-09305
forest_clearing_burn
2,020
12
0
1
female
rural
1
0
0
0
0
11.6
30.6
good
5.9
27
1
0
0
0.4
0.082
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09306
forest_clearing_burn
2,011
2
0
41
female
rural
0
0
0
0
0
14.9
40.7
moderate
7.8
21
2
0
0
0.15
0.041
0
0
0
0
1
0
0
0
0
0
0.0108
FOR-09307
forest_clearing_burn
2,018
1
0
65
female
peri_urban
0
1
0
0
0
29.7
42.2
moderate
11.9
20
1
0
0
0.35
0.098
0
0
0
0
1
0
0
0
0
0
0.1
FOR-09308
forest_clearing_burn
2,012
1
0
40
female
rural
0
0
0
0
0
28.2
52.1
moderate
5.6
11
2
0
0
0.15
0.052
0
0
0
0
0
0
0
0
0
0
0.0302
FOR-09309
forest_clearing_burn
2,013
11
0
19
female
urban
0
0
0
0
0
12.5
35.6
moderate
9.1
22
2
0
0
0.15
0.036
0
0
0
0
0
0
0
0
0
0
0.0412
FOR-09310
forest_clearing_burn
2,012
11
0
34
male
rural
0
0
0
0
0
35.1
46.6
moderate
12.2
27
1
0
0
0.15
0.047
0
1
0
0
0
0
0
0
0
0
0.0345
FOR-09311
forest_clearing_burn
2,020
9
1
58
male
rural
0
0
0
0
0
364.5
399.1
hazardous
9.7
60
0
0
0
0.15
0.399
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09312
forest_clearing_burn
2,010
6
1
26
female
rural
0
0
1
0
0
349.3
369.5
hazardous
8.4
47
0
0
0
0.3
0.739
1
0
0
0
1
0
0
0
0
0
-0.0006
FOR-09313
forest_clearing_burn
2,018
9
1
28
male
rural
0
0
0
0
0
276.5
278.9
hazardous
14.5
103
0
0
1
0.15
0.167
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09314
forest_clearing_burn
2,024
1
0
16
female
rural
0
0
0
0
0
24.8
51.4
moderate
7.1
6
2
0
0
0.15
0.051
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09315
forest_clearing_burn
2,021
8
1
41
female
rural
0
0
0
0
0
287.4
310.4
hazardous
9.4
81
3
0
1
0.15
0.186
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09316
forest_clearing_burn
2,019
7
1
77
male
rural
0
1
0
0
1
48
75.3
unhealthy
8.7
62
2
0
0
0.45
0.226
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09317
forest_clearing_burn
2,020
2
0
29
female
peri_urban
0
0
0
0
0
11.5
39.1
moderate
9.5
38
3
0
0
0.15
0.039
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09318
forest_clearing_burn
2,015
6
1
35
female
rural
0
0
0
0
1
322.7
343.5
hazardous
5.2
58
0
0
0
0.25
0.572
1
1
0
0
0
0
0
0
0
0
0.075
FOR-09319
forest_clearing_burn
2,012
5
0
37
female
rural
0
0
0
0
1
5
34.5
good
18.6
34
3
0
0
0.25
0.057
0
0
0
0
0
0
0
0
0
0
0.0301
FOR-09320
forest_clearing_burn
2,010
8
1
50
female
peri_urban
0
0
0
0
0
346.7
361.6
hazardous
9
51
5
0
0
0.15
0.362
0
0
0
0
1
0
0
1
1
0
0.0055
FOR-09321
forest_clearing_burn
2,013
4
0
7
male
rural
0
0
1
0
0
27.6
40.4
moderate
15.6
20
1
0
0
0.3
0.081
1
0
0
0
0
0
0
0
0
0
0.0426
FOR-09322
forest_clearing_burn
2,016
9
1
1
male
rural
1
0
0
0
0
228.6
243.1
very_unhealthy
17.5
10
4
1
1
0.4
0.272
0
0
0
0
1
0
0
0
0
0
0.0924
FOR-09323
forest_clearing_burn
2,024
1
0
41
female
rural
0
0
0
0
0
24.1
49.8
moderate
4.6
7
2
0
0
0.15
0.05
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09324
forest_clearing_burn
2,023
12
0
16
male
rural
0
0
0
0
0
15.8
26
good
10.2
17
2
0
0
0.15
0.026
1
0
0
0
1
0
0
0
0
0
0.1
FOR-09325
forest_clearing_burn
2,020
1
0
20
female
rural
0
0
0
0
0
30.4
60.9
unhealthy
9.1
21
4
0
0
0.15
0.061
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09326
forest_clearing_burn
2,021
11
0
28
female
rural
0
0
0
0
0
32.6
46.4
moderate
9
25
0
0
0
0.15
0.046
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09327
forest_clearing_burn
2,013
10
0
17
female
urban
0
0
0
0
0
22.3
41.7
moderate
3.8
17
3
1
0
0.15
0.029
0
0
0
0
0
0
0
0
0
0
0.0488
FOR-09328
forest_clearing_burn
2,014
7
1
15
male
rural
0
0
0
0
0
118.1
116.6
unhealthy
13.1
82
3
0
0
0.15
0.117
0
1
0
0
0
0
0
0
0
0
0.0547
FOR-09329
forest_clearing_burn
2,013
8
1
7
female
rural
0
0
0
0
0
392.3
404.4
hazardous
16.3
73
3
0
0
0.15
0.404
1
0
1
1
0
0
0
0
0
0
0.059
FOR-09330
forest_clearing_burn
2,018
8
1
7
male
peri_urban
0
0
0
0
0
242.1
272.8
hazardous
8.2
56
1
0
0
0.15
0.273
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09331
forest_clearing_burn
2,014
1
0
48
male
urban
0
0
0
0
0
6.9
16.9
good
12.6
9
2
0
0
0.15
0.017
0
0
0
0
0
0
0
0
0
0
0.0599
FOR-09332
forest_clearing_burn
2,014
7
1
15
female
urban
0
0
0
0
0
263.8
288.2
hazardous
11.3
47
5
0
0
0.15
0.288
0
0
1
0
1
0
0
0
0
0
0.0676
FOR-09333
forest_clearing_burn
2,020
10
0
1
female
rural
1
0
0
0
0
5.4
37.3
moderate
0.5
32
3
0
0
0.4
0.1
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09334
forest_clearing_burn
2,019
2
0
18
female
rural
0
0
0
0
0
21.7
45.9
moderate
0.5
29
0
0
0
0.15
0.046
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09335
forest_clearing_burn
2,016
1
0
17
female
rural
0
0
0
0
1
24.8
55.7
unhealthy
10
19
1
0
0
0.25
0.093
0
1
0
0
0
0
0
0
0
0
0.095
FOR-09336
forest_clearing_burn
2,014
4
0
1
female
rural
1
0
0
0
0
25.6
65.1
unhealthy
1.4
20
0
0
0
0.4
0.174
0
0
0
0
0
0
0
0
0
0
0.0618
FOR-09337
forest_clearing_burn
2,019
9
1
37
male
rural
0
0
0
0
1
304.7
323.6
hazardous
16.1
80
2
0
1
0.25
0.324
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09338
forest_clearing_burn
2,024
3
0
30
male
rural
0
0
0
0
0
17.9
39.1
moderate
12.6
10
0
0
0
0.15
0.039
0
0
0
0
1
0
0
1
0
0
0.1
FOR-09339
forest_clearing_burn
2,020
7
1
46
male
rural
0
0
0
0
0
332.6
358.4
hazardous
11.2
68
1
1
0
0.15
0.251
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09340
forest_clearing_burn
2,012
8
1
22
female
rural
0
0
0
0
0
136.1
159.2
very_unhealthy
0.5
117
3
1
1
0.15
0.067
0
0
0
0
0
0
0
0
0
0
0.0299
FOR-09341
forest_clearing_burn
2,015
10
0
58
male
rural
0
0
0
0
0
20.1
36.4
moderate
8.5
15
1
0
0
0.15
0.036
0
0
0
0
0
0
0
0
0
0
0.0736
FOR-09342
forest_clearing_burn
2,021
9
1
40
female
rural
0
0
0
0
0
198.6
237.4
very_unhealthy
4.1
40
1
0
0
0.15
0.237
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09343
forest_clearing_burn
2,018
5
0
1
female
rural
1
0
0
0
0
35.5
60.6
unhealthy
11.8
24
2
0
0
0.4
0.162
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09344
forest_clearing_burn
2,018
6
1
30
male
rural
0
0
0
0
0
156.1
181.2
very_unhealthy
12.2
60
3
0
0
0.15
0.181
1
0
0
1
0
0
0
0
0
0
0.1
FOR-09345
forest_clearing_burn
2,013
4
0
29
male
peri_urban
0
0
0
0
0
25.5
40.8
moderate
12.4
20
1
0
0
0.15
0.041
0
0
0
0
0
0
0
0
0
0
0.0412
FOR-09346
forest_clearing_burn
2,014
3
0
20
male
rural
0
0
0
0
1
9.5
38
moderate
3.1
21
3
0
0
0.25
0.063
0
0
1
0
0
0
0
0
0
0
0.0539
FOR-09347
forest_clearing_burn
2,013
4
0
41
female
rural
0
0
0
0
0
13.5
29.8
good
1.2
26
5
0
0
0.15
0.03
0
0
0
0
0
0
0
0
0
0
0.0479
FOR-09348
forest_clearing_burn
2,022
8
1
1
male
rural
1
0
0
0
0
408.1
456.7
hazardous
11.7
94
2
0
0
0.4
1
1
0
0
0
1
0
0
0
0
0
0.1
FOR-09349
forest_clearing_burn
2,016
6
1
47
male
urban
0
0
0
0
0
221.7
242.7
very_unhealthy
4
120
2
0
0
0.15
0.243
0
0
0
0
0
0
0
0
0
0
0.087
FOR-09350
forest_clearing_burn
2,020
5
0
14
male
rural
0
0
0
0
0
19.2
31.5
good
9.7
28
1
0
0
0.15
0.031
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09351
forest_clearing_burn
2,021
3
0
50
female
rural
0
0
0
0
0
27.1
49.3
moderate
0.5
19
3
0
0
0.15
0.049
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09352
forest_clearing_burn
2,015
7
1
2
male
rural
1
0
0
0
0
174.5
193
very_unhealthy
7.2
120
1
0
0
0.4
0.515
0
0
0
0
0
0
0
0
0
0
0.0707
FOR-09353
forest_clearing_burn
2,019
7
1
18
male
rural
0
0
0
0
0
284
307.2
hazardous
3.8
48
2
0
0
0.15
0.307
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09354
forest_clearing_burn
2,018
2
0
14
male
rural
0
0
0
0
0
16.2
37.4
moderate
11.3
17
1
0
0
0.15
0.037
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09355
forest_clearing_burn
2,022
5
0
22
female
rural
0
0
1
0
0
29.9
56.9
unhealthy
14.5
24
2
0
0
0.3
0.114
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09356
forest_clearing_burn
2,010
9
1
44
male
rural
0
0
0
0
0
289.1
311
hazardous
6.9
101
1
0
1
0.15
0.187
0
0
0
0
0
0
0
0
0
0
0.0053
FOR-09357
forest_clearing_burn
2,015
1
0
33
female
rural
0
0
0
0
0
32
41.2
moderate
8.3
11
4
0
0
0.15
0.041
0
0
0
0
0
0
0
0
0
0
0.0768
FOR-09358
forest_clearing_burn
2,016
7
1
15
male
rural
0
0
0
0
0
339.7
354
hazardous
8.1
50
2
0
0
0.15
0.354
0
0
1
0
0
0
0
0
0
0
0.0882
FOR-09359
forest_clearing_burn
2,016
10
0
60
male
rural
0
1
0
0
1
28.2
42.5
moderate
4.2
15
4
0
0
0.45
0.127
0
0
0
0
0
0
0
0
0
0
0.0828
FOR-09360
forest_clearing_burn
2,020
10
0
8
female
rural
0
0
0
0
0
19
33.7
good
8
6
7
0
0
0.15
0.034
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09361
forest_clearing_burn
2,023
1
0
56
female
rural
0
0
0
0
0
17.3
43.6
moderate
7.5
15
3
0
0
0.15
0.044
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09362
forest_clearing_burn
2,023
7
1
1
male
rural
1
0
0
0
0
84.5
118.2
unhealthy
4.4
82
5
0
0
0.4
0.315
0
0
0
0
1
0
0
0
0
0
0.1
FOR-09363
forest_clearing_burn
2,015
5
0
29
female
rural
0
0
0
0
0
32.9
59.4
unhealthy
21.5
9
1
0
0
0.15
0.059
0
1
0
0
0
0
0
0
0
0
0.0747
FOR-09364
forest_clearing_burn
2,016
1
0
37
male
rural
0
0
0
0
1
5
24.4
good
7.6
8
0
0
0
0.25
0.041
1
0
1
0
0
0
0
0
0
0
0.0921
FOR-09365
forest_clearing_burn
2,022
7
1
14
female
rural
0
0
0
0
0
311.6
345.7
hazardous
8.3
85
1
0
0
0.15
0.346
1
0
0
1
0
0
0
0
0
0
0.1
FOR-09366
forest_clearing_burn
2,013
11
0
42
female
peri_urban
0
0
0
0
0
14.9
38.3
moderate
12.7
7
0
0
0
0.15
0.038
0
0
0
0
0
0
0
0
0
0
0.047
FOR-09367
forest_clearing_burn
2,023
3
0
59
male
rural
0
0
0
0
1
9.2
18.2
good
6.3
22
0
0
0
0.25
0.03
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09368
forest_clearing_burn
2,014
3
0
35
female
rural
0
0
0
0
0
6.2
25.1
good
9.9
7
3
0
0
0.15
0.025
0
0
0
0
0
0
0
0
0
0
0.0607
FOR-09369
forest_clearing_burn
2,024
2
0
50
female
rural
0
0
0
0
0
20.4
33.1
good
5.1
22
2
0
0
0.15
0.033
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09370
forest_clearing_burn
2,011
3
0
22
female
rural
0
0
0
0
0
10.7
24.6
good
10.2
5
0
0
0
0.15
0.025
0
0
0
0
1
0
0
1
1
0
0.02
FOR-09371
forest_clearing_burn
2,021
1
0
25
female
rural
0
0
0
0
0
24.5
31.5
good
7.7
21
2
0
0
0.15
0.031
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09372
forest_clearing_burn
2,016
3
0
12
male
rural
0
0
0
0
0
31.4
46.5
moderate
5
0
3
0
0
0.15
0.046
0
0
0
0
0
0
0
0
0
0
0.0768
FOR-09373
forest_clearing_burn
2,010
11
0
54
male
rural
0
0
0
0
0
17.7
38.4
moderate
8.7
18
5
0
0
0.15
0.038
0
0
0
0
1
0
0
0
0
0
0.0049
FOR-09374
forest_clearing_burn
2,017
6
1
50
female
rural
0
0
0
0
0
241.2
249.8
very_unhealthy
19.2
33
1
0
1
0.15
0.15
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09375
forest_clearing_burn
2,019
7
1
36
female
rural
0
0
0
0
0
330.2
350.7
hazardous
3.3
120
2
0
1
0.15
0.21
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09376
forest_clearing_burn
2,024
4
0
29
female
rural
0
0
0
0
0
36.2
53.4
moderate
8
22
2
0
0
0.15
0.053
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09377
forest_clearing_burn
2,021
1
0
34
male
peri_urban
0
0
0
0
0
18.6
35.1
moderate
15.3
31
2
0
0
0.15
0.035
0
0
1
0
1
0
0
0
0
0
0.1
FOR-09378
forest_clearing_burn
2,012
7
1
29
male
rural
0
0
0
0
0
404.6
414.3
hazardous
12.3
98
1
0
0
0.15
0.414
1
1
1
0
0
0
0
0
0
0
0.0257
FOR-09379
forest_clearing_burn
2,024
7
1
53
female
rural
0
0
0
0
1
329.5
366.4
hazardous
7.1
40
0
0
0
0.25
0.611
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09380
forest_clearing_burn
2,011
2
0
27
male
rural
0
0
0
0
0
18
48.8
moderate
7.3
21
0
0
0
0.15
0.049
0
0
0
0
1
0
0
0
0
0
0.0214
FOR-09381
forest_clearing_burn
2,010
12
0
48
male
rural
0
0
0
0
0
20.1
46.1
moderate
18.2
31
2
0
0
0.15
0.046
0
0
0
0
0
0
0
0
0
0
-0.0034
FOR-09382
forest_clearing_burn
2,019
11
0
31
male
rural
0
0
0
0
0
29.1
49.3
moderate
7
28
1
0
0
0.15
0.049
0
1
0
0
1
0
0
0
0
0
0.1
FOR-09383
forest_clearing_burn
2,022
8
1
66
female
peri_urban
0
1
0
0
0
218
234.8
very_unhealthy
12.5
65
0
0
0
0.35
0.548
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09384
forest_clearing_burn
2,011
2
0
21
female
urban
0
0
0
0
0
17.4
44.1
moderate
5.4
21
4
0
0
0.15
0.044
0
0
0
0
0
0
0
0
0
0
0.0139
FOR-09385
forest_clearing_burn
2,015
9
1
25
female
rural
0
0
0
0
0
244.5
263.7
hazardous
17.1
67
2
0
0
0.15
0.264
1
0
0
0
1
0
0
0
0
0
0.0697
FOR-09386
forest_clearing_burn
2,021
8
1
23
female
rural
0
0
0
0
0
173.3
180.3
very_unhealthy
14.1
0
2
0
0
0.15
0.18
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09387
forest_clearing_burn
2,016
12
0
34
male
peri_urban
0
0
0
0
0
33.1
51.8
moderate
17
26
2
0
0
0.15
0.052
0
0
0
0
0
0
0
0
0
0
0.0949
FOR-09388
forest_clearing_burn
2,012
10
0
30
male
peri_urban
0
0
0
0
0
24.8
56.8
unhealthy
8.3
17
2
0
0
0.15
0.057
0
0
0
0
0
0
0
0
0
0
0.0258
FOR-09389
forest_clearing_burn
2,015
5
0
40
female
rural
0
0
1
0
0
12.2
29.2
good
12.1
23
2
0
0
0.3
0.058
0
0
0
0
0
0
0
0
0
0
0.0685
FOR-09390
forest_clearing_burn
2,011
8
1
24
female
rural
0
0
0
0
0
365
392.8
hazardous
13.9
64
2
0
1
0.15
0.236
0
0
0
0
1
0
0
0
0
0
0.0232
FOR-09391
forest_clearing_burn
2,010
1
0
47
male
rural
0
0
0
0
1
36.6
66.9
unhealthy
1.6
1
2
0
0
0.25
0.111
0
0
0
0
0
0
0
0
0
0
0.0026
FOR-09392
forest_clearing_burn
2,013
5
0
12
female
rural
0
0
1
0
0
27.9
32.8
good
1.5
13
3
0
0
0.3
0.066
0
1
0
0
0
0
0
0
0
0
0.0496
FOR-09393
forest_clearing_burn
2,018
11
0
12
male
rural
0
0
0
0
0
6.8
29.2
good
15.5
12
2
0
0
0.15
0.029
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09394
forest_clearing_burn
2,019
9
1
27
male
peri_urban
0
0
1
0
0
254.3
275.3
hazardous
8.3
120
2
0
0
0.3
0.551
0
0
0
0
0
1
0
0
0
0
0.1
FOR-09395
forest_clearing_burn
2,022
7
1
32
male
rural
0
0
0
0
0
225.2
251.3
hazardous
5.9
77
0
0
0
0.15
0.251
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09396
forest_clearing_burn
2,023
6
1
34
female
peri_urban
0
0
0
0
0
253.5
272.6
hazardous
4
38
2
0
0
0.15
0.273
1
1
0
1
0
0
0
0
0
0
0.1
FOR-09397
forest_clearing_burn
2,022
11
0
30
male
peri_urban
0
0
0
0
0
15.2
32.5
good
0.5
10
2
0
0
0.15
0.033
0
0
1
0
0
0
0
0
0
0
0.1
FOR-09398
forest_clearing_burn
2,019
12
0
52
male
rural
0
0
0
0
0
15.7
50
moderate
17.1
22
3
0
0
0.15
0.05
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09399
forest_clearing_burn
2,015
1
0
17
female
urban
0
0
0
0
0
22.9
38.3
moderate
3.9
15
2
0
0
0.15
0.038
0
0
0
0
0
0
0
0
0
0
0.0829