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-09400
forest_clearing_burn
2,011
9
1
39
female
peri_urban
0
0
0
0
0
340.1
361.1
hazardous
12
49
5
0
1
0.15
0.217
0
0
0
1
0
0
0
0
0
0
0.0174
FOR-09401
forest_clearing_burn
2,019
4
0
65
male
rural
0
1
0
0
1
46.2
65.4
unhealthy
0.5
27
1
0
0
0.45
0.196
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09402
forest_clearing_burn
2,018
9
1
28
female
rural
0
0
1
0
0
340.1
363.3
hazardous
8.8
83
2
0
0
0.3
0.727
1
0
0
1
0
0
0
0
0
0
0.1
FOR-09403
forest_clearing_burn
2,014
5
0
21
male
peri_urban
0
0
0
0
0
29.6
50.3
moderate
14.6
11
1
0
0
0.15
0.05
0
0
0
0
0
0
0
0
0
0
0.0552
FOR-09404
forest_clearing_burn
2,015
1
0
41
male
urban
0
0
0
0
0
5.1
10
good
12.8
29
0
0
0
0.15
0.01
0
0
0
0
0
0
0
0
0
0
0.08
FOR-09405
forest_clearing_burn
2,017
6
1
39
female
rural
0
0
0
0
0
366.7
383.9
hazardous
13.5
69
0
0
1
0.15
0.23
0
0
0
0
1
0
0
0
0
0
0.1
FOR-09406
forest_clearing_burn
2,012
2
0
38
male
rural
0
0
0
0
0
5
33.5
good
19.3
20
0
0
0
0.15
0.033
0
0
0
0
0
0
0
0
0
0
0.0287
FOR-09407
forest_clearing_burn
2,011
1
0
38
male
rural
0
0
0
0
0
33.3
43.6
moderate
4.6
11
3
0
0
0.15
0.044
0
0
0
0
0
0
0
0
0
0
0.0132
FOR-09408
forest_clearing_burn
2,015
7
1
10
male
rural
0
0
0
0
0
271.1
298.3
hazardous
0.5
60
2
0
0
0.15
0.298
1
0
0
0
0
0
0
0
0
0
0.0823
FOR-09409
forest_clearing_burn
2,010
12
0
26
female
rural
0
0
0
0
0
23.6
31
good
11.3
33
4
0
0
0.15
0.031
0
0
0
0
0
0
0
0
0
0
-0.0008
FOR-09410
forest_clearing_burn
2,024
8
1
1
male
rural
1
0
0
0
0
507.6
527.1
hazardous
0.8
86
0
0
0
0.4
1
0
1
1
0
1
0
0
1
0
0
0.1
FOR-09411
forest_clearing_burn
2,022
1
0
55
male
rural
0
0
0
0
0
25.8
41.1
moderate
11.8
9
1
0
0
0.15
0.041
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09412
forest_clearing_burn
2,018
11
0
41
male
rural
0
0
0
0
0
16.6
40.6
moderate
8.4
19
2
0
0
0.15
0.041
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09413
forest_clearing_burn
2,020
9
1
14
female
rural
0
0
0
0
0
253
288.8
hazardous
9
120
0
0
1
0.15
0.173
0
0
0
0
1
0
0
0
0
0
0.1
FOR-09414
forest_clearing_burn
2,012
1
0
41
female
rural
0
0
0
0
0
32.6
47.1
moderate
7.4
15
5
0
0
0.15
0.047
0
0
0
0
0
0
0
0
0
0
0.0361
FOR-09415
forest_clearing_burn
2,013
7
1
52
female
rural
0
0
0
0
1
250.5
251.7
hazardous
2.4
63
3
1
0
0.25
0.294
0
0
0
0
0
0
0
0
0
0
0.0369
FOR-09416
forest_clearing_burn
2,023
4
0
39
female
rural
0
0
0
0
0
13.3
24
good
0.5
17
3
0
0
0.15
0.024
0
1
0
0
1
0
0
0
0
0
0.1
FOR-09417
forest_clearing_burn
2,014
11
0
43
male
rural
0
0
0
0
0
14.2
30.5
good
17
9
3
0
0
0.15
0.031
0
1
0
0
0
0
0
0
0
0
0.0587
FOR-09418
forest_clearing_burn
2,015
1
0
14
male
rural
0
0
0
0
0
30.6
61.6
unhealthy
6.2
15
1
0
0
0.15
0.062
1
0
0
0
0
0
0
0
0
0
0.0854
FOR-09419
forest_clearing_burn
2,018
6
1
39
female
rural
0
0
0
0
0
200.1
222.3
very_unhealthy
10.5
64
2
0
1
0.15
0.133
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09420
forest_clearing_burn
2,024
4
0
50
female
peri_urban
0
0
0
0
0
22
37
moderate
13.4
17
1
0
0
0.15
0.037
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09421
forest_clearing_burn
2,014
7
1
6
male
rural
0
0
0
0
0
375.8
417.4
hazardous
7
75
0
0
0
0.15
0.417
0
1
0
0
0
0
0
0
0
0
0.065
FOR-09422
forest_clearing_burn
2,023
7
1
24
female
peri_urban
0
0
0
0
0
20
45.8
moderate
11.4
69
3
0
0
0.15
0.046
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09423
forest_clearing_burn
2,010
7
1
7
male
peri_urban
0
0
0
0
0
321.2
338.8
hazardous
14.9
84
2
0
1
0.15
0.203
1
0
0
1
0
0
0
0
0
0
0.0002
FOR-09424
forest_clearing_burn
2,013
11
0
7
male
rural
0
0
0
0
0
30.9
62
unhealthy
0.8
13
4
0
0
0.15
0.062
0
0
0
0
0
0
0
0
0
0
0.047
FOR-09425
forest_clearing_burn
2,018
6
1
26
female
rural
0
0
0
0
0
319.9
341.5
hazardous
9
41
1
0
0
0.15
0.341
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09426
forest_clearing_burn
2,019
12
0
47
female
peri_urban
0
0
0
0
0
29.2
36.8
moderate
11.6
9
3
0
0
0.15
0.037
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09427
forest_clearing_burn
2,011
7
1
1
female
rural
1
0
0
0
0
215.3
237.2
very_unhealthy
9.8
30
3
0
0
0.4
0.633
0
0
1
1
0
0
0
0
0
0
0.0153
FOR-09428
forest_clearing_burn
2,024
8
1
62
female
peri_urban
0
1
0
0
0
54.1
74.6
unhealthy
7.7
90
3
0
0
0.35
0.174
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09429
forest_clearing_burn
2,018
8
1
46
female
rural
0
0
0
0
0
54
68
unhealthy
21.8
51
1
0
0
0.15
0.068
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09430
forest_clearing_burn
2,015
9
1
33
male
urban
0
0
0
0
0
235.4
248.6
very_unhealthy
14.7
82
0
0
0
0.15
0.249
0
0
0
1
0
0
0
0
0
0
0.0619
FOR-09431
forest_clearing_burn
2,010
1
0
47
female
rural
0
0
0
0
1
17.7
38.5
moderate
4.5
26
2
0
0
0.25
0.064
0
0
0
0
0
0
0
0
0
0
-0.0021
FOR-09432
forest_clearing_burn
2,011
12
0
5
female
rural
0
0
0
0
0
24.3
50.7
moderate
10.3
11
3
0
0
0.15
0.051
0
0
0
0
0
0
0
0
0
0
0.0164
FOR-09433
forest_clearing_burn
2,014
11
0
26
female
peri_urban
0
0
0
0
0
25.4
42.1
moderate
5.3
29
0
0
0
0.15
0.042
0
0
0
0
0
0
0
0
0
0
0.0537
FOR-09434
forest_clearing_burn
2,019
12
0
31
female
peri_urban
0
0
0
0
0
24.7
28.1
good
12.7
8
1
0
0
0.15
0.028
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09435
forest_clearing_burn
2,014
12
0
22
female
peri_urban
0
0
0
0
0
5
24.1
good
15.4
19
1
0
0
0.15
0.024
0
0
0
0
1
0
0
0
0
0
0.0593
FOR-09436
forest_clearing_burn
2,023
11
0
42
female
rural
0
0
0
0
0
34.8
54.4
moderate
6
18
5
0
0
0.15
0.054
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09437
forest_clearing_burn
2,023
3
0
12
female
peri_urban
0
0
0
0
0
10.5
17.5
good
3.1
11
1
0
0
0.15
0.018
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09438
forest_clearing_burn
2,015
4
0
23
male
peri_urban
0
0
1
0
0
17.8
34.8
good
12.8
30
4
0
0
0.3
0.07
1
0
0
0
0
0
0
0
0
0
0.0729
FOR-09439
forest_clearing_burn
2,018
8
1
41
male
rural
0
0
0
0
0
289
311.1
hazardous
9.5
46
1
0
0
0.15
0.311
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09440
forest_clearing_burn
2,011
6
1
43
female
urban
0
0
0
0
0
151.1
159.7
very_unhealthy
8.2
62
1
0
0
0.15
0.16
0
0
0
0
1
0
0
1
0
0
0.0157
FOR-09441
forest_clearing_burn
2,023
5
0
40
male
rural
0
0
0
0
0
16.2
29.2
good
0.5
19
1
0
0
0.15
0.029
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09442
forest_clearing_burn
2,014
2
0
54
male
rural
0
0
0
0
0
35.6
54.3
moderate
0.5
22
1
0
0
0.15
0.054
0
0
0
0
0
0
0
0
0
0
0.0614
FOR-09443
forest_clearing_burn
2,021
1
0
16
male
rural
0
0
0
0
1
9.2
31.5
good
5.8
11
1
0
0
0.25
0.053
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09444
forest_clearing_burn
2,023
6
1
49
male
rural
0
0
0
0
1
311.2
323.1
hazardous
2.5
5
2
0
0
0.25
0.538
0
0
1
1
0
0
0
0
0
0
0.1
FOR-09445
forest_clearing_burn
2,010
2
0
42
female
rural
0
0
0
0
0
19.6
44.1
moderate
11.1
21
2
0
0
0.15
0.044
0
0
0
0
0
0
0
0
0
0
0.0038
FOR-09446
forest_clearing_burn
2,014
11
0
27
female
peri_urban
0
0
1
0
0
30.7
42
moderate
7.5
34
3
0
0
0.3
0.084
1
0
0
0
0
0
0
0
0
0
0.0634
FOR-09447
forest_clearing_burn
2,021
9
1
74
male
rural
0
1
0
1
0
489.8
511.4
hazardous
3.1
80
1
0
0
0.5
1
0
0
1
0
1
0
1
0
0
0
0.1
FOR-09448
forest_clearing_burn
2,020
7
1
7
male
rural
0
0
0
0
0
207.3
223.4
very_unhealthy
12.9
83
1
0
0
0.15
0.223
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09449
forest_clearing_burn
2,020
11
0
28
male
peri_urban
0
0
0
0
0
14.2
21.2
good
10.6
12
0
0
0
0.15
0.021
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09450
forest_clearing_burn
2,010
10
0
55
male
rural
0
0
0
0
0
30.7
52.7
moderate
10
21
2
0
0
0.15
0.053
0
0
0
0
0
0
0
0
0
0
-0.0012
FOR-09451
forest_clearing_burn
2,017
9
1
27
male
rural
0
0
0
0
0
206.7
221.1
very_unhealthy
6.3
97
3
0
0
0.15
0.221
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09452
forest_clearing_burn
2,013
11
0
34
female
rural
0
0
0
0
0
19.9
55.3
unhealthy
9.7
13
2
0
0
0.15
0.055
1
0
0
0
0
0
0
0
0
0
0.0426
FOR-09453
forest_clearing_burn
2,016
10
0
50
female
rural
0
0
0
0
0
18.3
23.3
good
3.4
15
2
0
0
0.15
0.023
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09454
forest_clearing_burn
2,014
1
0
51
male
peri_urban
0
0
0
0
0
13.6
33.7
good
7.1
28
3
0
0
0.15
0.034
0
1
0
0
0
0
0
0
0
0
0.0645
FOR-09455
forest_clearing_burn
2,014
7
1
48
male
peri_urban
0
0
0
0
0
274.2
283.6
hazardous
7.1
62
1
0
0
0.15
0.284
0
0
0
0
0
0
0
0
0
0
0.0616
FOR-09456
forest_clearing_burn
2,012
9
1
1
female
rural
1
0
0
0
0
156.3
163.6
very_unhealthy
2.7
98
3
0
0
0.4
0.436
0
0
0
0
0
0
0
0
0
0
0.0303
FOR-09457
forest_clearing_burn
2,017
7
1
54
female
rural
0
0
0
0
1
398.6
405.7
hazardous
11.1
61
3
0
0
0.25
0.676
1
1
0
0
1
0
0
0
0
0
0.1
FOR-09458
forest_clearing_burn
2,020
3
0
53
male
rural
0
0
0
0
1
14
25.7
good
2.8
11
2
0
0
0.25
0.043
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09459
forest_clearing_burn
2,013
8
1
41
female
rural
0
0
0
0
0
253.8
256
hazardous
3.6
32
1
0
0
0.15
0.256
1
0
0
0
0
0
0
0
0
0
0.043
FOR-09460
forest_clearing_burn
2,020
4
0
44
male
peri_urban
0
0
0
0
0
24.4
46.8
moderate
4
16
2
0
0
0.15
0.047
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09461
forest_clearing_burn
2,024
8
1
37
male
peri_urban
0
0
0
0
0
202.3
220.2
very_unhealthy
11.6
56
1
0
0
0.15
0.22
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09462
forest_clearing_burn
2,019
2
0
7
female
rural
0
0
0
0
0
22.2
54
moderate
9.3
18
1
0
0
0.15
0.054
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09463
forest_clearing_burn
2,015
8
1
40
male
rural
0
0
0
0
0
260.2
276.7
hazardous
15.2
87
4
0
0
0.15
0.277
1
0
0
0
1
0
0
0
0
0
0.0738
FOR-09464
forest_clearing_burn
2,019
8
1
29
female
urban
0
0
0
0
1
344.1
357.8
hazardous
4
101
3
0
0
0.25
0.596
0
0
0
0
1
0
0
0
0
0
0.1
FOR-09465
forest_clearing_burn
2,023
8
1
33
male
rural
0
0
0
0
0
245.9
263
hazardous
10.2
96
1
0
0
0.15
0.263
1
0
1
1
0
0
0
0
0
0
0.1
FOR-09466
forest_clearing_burn
2,024
11
0
47
male
rural
0
0
0
0
0
27.5
40.2
moderate
16.1
5
4
0
0
0.15
0.04
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09467
forest_clearing_burn
2,024
8
1
50
male
urban
0
0
0
0
0
274.5
288.7
hazardous
1.6
78
0
0
1
0.15
0.173
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09468
forest_clearing_burn
2,020
1
0
31
male
peri_urban
0
0
0
0
0
28.8
46.2
moderate
5.6
27
4
0
0
0.15
0.046
0
0
0
0
1
0
0
0
0
0
0.1
FOR-09469
forest_clearing_burn
2,019
12
0
76
female
urban
0
1
0
0
0
21.1
56.1
unhealthy
0.5
14
1
0
0
0.35
0.131
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09470
forest_clearing_burn
2,016
11
0
17
male
peri_urban
0
0
0
0
0
19.9
45.1
moderate
0.5
15
2
0
0
0.15
0.045
0
0
0
0
0
0
0
0
0
0
0.0948
FOR-09471
forest_clearing_burn
2,015
7
1
30
female
peri_urban
0
0
0
0
0
255.5
267.1
hazardous
8.3
27
4
0
0
0.15
0.267
1
0
0
0
0
0
0
0
0
0
0.0826
FOR-09472
forest_clearing_burn
2,022
7
1
35
male
rural
0
0
0
0
0
111.1
125.8
unhealthy
0.5
67
0
0
0
0.15
0.126
0
0
0
1
0
0
0
0
0
0
0.1
FOR-09473
forest_clearing_burn
2,023
11
0
7
female
rural
0
0
0
0
0
34
37.4
moderate
10.8
7
2
0
0
0.15
0.037
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09474
forest_clearing_burn
2,014
11
0
28
male
rural
0
0
0
0
1
17.5
32.6
good
5.2
15
3
0
0
0.25
0.054
1
0
0
0
1
0
0
0
0
0
0.0486
FOR-09475
forest_clearing_burn
2,019
3
0
75
female
rural
0
1
0
0
0
23.7
50.2
moderate
10.9
15
1
0
0
0.35
0.117
1
0
0
0
0
0
0
0
0
0
0.1
FOR-09476
forest_clearing_burn
2,015
9
1
22
male
urban
0
0
0
0
0
362.4
381.7
hazardous
8.7
120
0
0
0
0.15
0.382
1
0
0
1
0
0
0
0
0
0
0.0744
FOR-09477
forest_clearing_burn
2,015
10
0
10
male
rural
0
0
0
0
0
23.5
40.2
moderate
0.9
16
1
1
0
0.15
0.028
0
0
0
0
0
0
0
0
0
0
0.0635
FOR-09478
forest_clearing_burn
2,019
7
1
39
male
rural
0
0
0
0
0
407.7
428.5
hazardous
6.1
82
2
0
0
0.15
0.429
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09479
forest_clearing_burn
2,011
8
1
36
male
peri_urban
0
0
0
0
0
342.4
359.9
hazardous
10.4
99
1
0
0
0.15
0.36
0
0
0
0
0
0
0
0
0
0
0.0083
FOR-09480
forest_clearing_burn
2,021
7
1
28
male
rural
0
0
0
0
0
242.1
273.1
hazardous
8.4
68
1
0
1
0.15
0.164
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09481
forest_clearing_burn
2,014
8
1
21
female
rural
0
0
0
0
0
263.9
281.6
hazardous
4.9
67
7
0
0
0.15
0.282
1
1
0
1
0
0
0
0
0
0
0.0605
FOR-09482
forest_clearing_burn
2,012
5
0
50
female
rural
0
0
0
0
0
9.4
27.9
good
0.6
17
3
0
0
0.15
0.028
0
0
0
0
0
0
0
0
0
0
0.0255
FOR-09483
forest_clearing_burn
2,015
6
1
49
female
rural
0
0
0
1
0
228.6
247.4
very_unhealthy
11.3
39
5
0
1
0.3
0.297
1
0
0
0
0
0
1
0
0
0
0.0727
FOR-09484
forest_clearing_burn
2,021
2
0
57
female
peri_urban
0
0
0
0
0
5.4
18.6
good
4.2
9
3
0
0
0.15
0.019
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09485
forest_clearing_burn
2,016
7
1
24
female
rural
0
0
0
0
0
409.9
427.9
hazardous
6.7
115
2
0
0
0.15
0.428
0
0
0
1
0
0
0
0
0
0
0.0914
FOR-09486
forest_clearing_burn
2,012
6
1
32
female
rural
0
0
0
0
0
398.5
421.5
hazardous
6.5
102
0
0
0
0.15
0.422
0
0
0
0
1
0
0
0
0
0
0.0237
FOR-09487
forest_clearing_burn
2,024
5
0
52
male
rural
0
0
0
0
1
17.3
49
moderate
7.3
25
2
0
0
0.25
0.082
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09488
forest_clearing_burn
2,019
4
0
46
male
rural
0
0
0
0
0
12.2
31.4
good
1.1
21
5
0
0
0.15
0.031
0
0
1
0
0
0
0
0
0
0
0.1
FOR-09489
forest_clearing_burn
2,017
4
0
32
male
rural
0
0
0
0
0
29.2
41.9
moderate
12.8
29
3
0
0
0.15
0.042
0
0
0
0
1
0
0
0
0
0
0.0976
FOR-09490
forest_clearing_burn
2,011
8
1
6
female
urban
0
0
0
0
0
367.1
393.6
hazardous
14.7
91
1
0
0
0.15
0.394
0
0
0
0
0
0
0
0
0
0
0.0026
FOR-09491
forest_clearing_burn
2,020
11
0
52
female
rural
0
0
1
0
0
21.5
51.1
moderate
3
15
2
0
0
0.3
0.102
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09492
forest_clearing_burn
2,023
1
0
60
male
rural
0
1
0
0
0
11.1
28.9
good
0.5
25
2
0
0
0.35
0.067
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09493
forest_clearing_burn
2,015
7
1
35
female
peri_urban
0
0
0
0
0
412.7
423.3
hazardous
9.4
70
1
0
0
0.15
0.423
0
0
1
0
0
0
0
0
0
0
0.0744
FOR-09494
forest_clearing_burn
2,018
2
0
35
male
rural
0
0
0
0
0
29.9
35.3
moderate
7.2
9
4
0
0
0.15
0.035
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09495
forest_clearing_burn
2,017
7
1
45
female
rural
0
0
0
0
0
371.5
377.1
hazardous
0.5
104
1
0
0
0.15
0.377
0
1
0
0
0
0
0
0
0
0
0.1
FOR-09496
forest_clearing_burn
2,023
1
0
73
male
peri_urban
0
1
0
0
1
29.9
48.7
moderate
8.2
11
2
0
0
0.45
0.146
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09497
forest_clearing_burn
2,016
2
0
31
female
urban
0
0
0
0
0
6.3
14.3
good
7.3
19
1
0
0
0.15
0.014
0
0
0
0
0
0
0
0
0
0
0.0938
FOR-09498
forest_clearing_burn
2,017
12
0
17
female
rural
0
0
0
0
0
33.5
51.8
moderate
10.1
28
2
0
0
0.15
0.052
0
0
0
0
0
0
0
0
0
0
0.1
FOR-09499
forest_clearing_burn
2,021
5
0
47
male
urban
0
0
0
0
0
21.1
48
moderate
8.3
31
1
0
0
0.15
0.048
0
0
0
0
0
0
0
0
0
0
0.1