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-00300
forest_clearing_burn
2,017
11
0
1
male
rural
1
0
0
0
0
27.7
47.4
moderate
19.7
15
0
0
0
0.4
0.126
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00301
forest_clearing_burn
2,024
8
1
10
male
rural
0
0
0
0
0
385.2
405.1
hazardous
5.3
120
1
0
0
0.15
0.405
0
1
0
0
0
0
0
0
0
0
0.1
FOR-00302
forest_clearing_burn
2,019
1
0
38
male
rural
0
0
0
0
0
13.7
25.1
good
14.7
24
2
0
0
0.15
0.025
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00303
forest_clearing_burn
2,011
5
0
10
female
rural
0
0
0
0
0
15
38.8
moderate
9.3
11
1
0
0
0.15
0.039
0
0
0
0
0
0
0
0
0
0
0.014
FOR-00304
forest_clearing_burn
2,019
4
0
40
female
rural
0
0
0
0
1
25.4
44.4
moderate
7.5
8
1
0
0
0.25
0.074
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00305
forest_clearing_burn
2,022
1
0
58
male
rural
0
0
0
0
0
5
26
good
3.8
8
2
0
0
0.15
0.026
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00306
forest_clearing_burn
2,016
8
1
11
male
rural
0
0
0
0
0
526.1
548.3
hazardous
4.7
80
1
0
0
0.15
0.548
1
0
0
0
0
0
0
0
0
0
0.0956
FOR-00307
forest_clearing_burn
2,010
1
0
26
male
peri_urban
0
0
0
0
0
13.1
24.2
good
3.1
18
4
0
0
0.15
0.024
0
0
0
0
0
0
0
0
0
0
0.0068
FOR-00308
forest_clearing_burn
2,019
4
0
82
female
rural
0
1
0
0
0
19
24.3
good
4.8
16
1
0
0
0.35
0.057
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00309
forest_clearing_burn
2,014
10
0
22
female
rural
0
0
0
0
0
11
26.2
good
5.8
22
1
0
0
0.15
0.026
0
0
1
0
0
0
0
0
0
0
0.0655
FOR-00310
forest_clearing_burn
2,015
5
0
37
female
peri_urban
0
0
0
0
0
32
61
unhealthy
15.7
33
1
0
0
0.15
0.061
0
0
0
0
0
0
0
0
0
0
0.0745
FOR-00311
forest_clearing_burn
2,011
6
1
61
male
rural
0
1
0
0
0
338.4
360
hazardous
7.2
52
0
0
0
0.35
0.84
0
0
0
0
0
0
0
0
0
0
0.009
FOR-00312
forest_clearing_burn
2,023
5
0
34
female
rural
0
0
0
0
0
20.5
52.6
moderate
19.2
20
0
0
0
0.15
0.053
0
1
0
0
0
0
0
0
0
0
0.1
FOR-00313
forest_clearing_burn
2,015
11
0
47
female
rural
0
0
0
0
0
38.4
62.2
unhealthy
0.5
17
1
0
0
0.15
0.062
0
0
0
0
0
0
0
0
0
0
0.0772
FOR-00314
forest_clearing_burn
2,022
10
0
6
female
rural
0
0
0
0
0
39.4
56
unhealthy
5.7
22
3
0
0
0.15
0.056
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00315
forest_clearing_burn
2,018
3
0
22
female
rural
0
0
0
0
0
13.8
38.1
moderate
12.4
16
1
0
0
0.15
0.038
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00316
forest_clearing_burn
2,020
8
1
47
male
rural
0
0
0
0
0
417.9
447.9
hazardous
5.3
28
2
0
0
0.15
0.448
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00317
forest_clearing_burn
2,013
4
0
40
male
rural
0
0
1
0
0
40.5
72.7
unhealthy
4.6
27
1
0
0
0.3
0.145
1
0
0
0
0
1
0
0
0
0
0.0422
FOR-00318
forest_clearing_burn
2,014
10
0
3
male
rural
1
0
0
0
0
28.5
39.4
moderate
18.7
23
1
0
0
0.4
0.105
0
0
0
0
0
0
0
0
0
0
0.0596
FOR-00319
forest_clearing_burn
2,017
10
0
32
male
rural
0
0
0
0
0
13.7
28.1
good
8.4
8
1
0
0
0.15
0.028
0
0
1
0
0
0
0
0
0
0
0.1
FOR-00320
forest_clearing_burn
2,024
5
0
57
male
urban
0
0
0
1
0
5
33.2
good
6.7
17
1
0
0
0.3
0.066
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00321
forest_clearing_burn
2,017
11
0
16
female
urban
0
0
0
0
0
16.3
36.9
moderate
2.4
15
1
0
0
0.15
0.037
1
0
0
0
0
0
0
0
0
0
0.1
FOR-00322
forest_clearing_burn
2,013
9
1
43
female
rural
0
0
0
0
0
143.7
152.7
very_unhealthy
2.5
16
1
0
0
0.15
0.153
0
1
0
1
0
0
0
0
0
0
0.0436
FOR-00323
forest_clearing_burn
2,011
5
0
36
male
peri_urban
0
0
0
0
1
24
43.5
moderate
6.9
19
1
0
0
0.25
0.073
0
0
0
0
0
0
0
0
0
0
0.0127
FOR-00324
forest_clearing_burn
2,017
11
0
31
male
urban
0
0
1
0
0
22.5
45.9
moderate
5.5
10
1
0
0
0.3
0.092
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00325
forest_clearing_burn
2,013
5
0
36
male
rural
0
0
0
0
0
31.2
51.5
moderate
1.5
18
3
0
0
0.15
0.052
1
0
0
0
0
0
0
0
0
0
0.0411
FOR-00326
forest_clearing_burn
2,020
9
1
5
female
rural
0
0
0
0
0
71.1
91.8
unhealthy
9.8
88
1
0
1
0.15
0.055
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00327
forest_clearing_burn
2,021
6
1
33
male
peri_urban
0
0
0
0
1
256.9
275.2
hazardous
0.5
95
6
0
0
0.25
0.459
1
0
1
0
0
0
0
0
0
0
0.1
FOR-00328
forest_clearing_burn
2,018
6
1
21
female
peri_urban
0
0
0
0
0
274.9
300.9
hazardous
1.5
118
1
0
0
0.15
0.301
0
0
0
1
0
0
0
0
0
0
0.1
FOR-00329
forest_clearing_burn
2,018
3
0
29
female
rural
0
0
0
0
0
40.5
56.8
unhealthy
2.7
14
1
0
0
0.15
0.057
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00330
forest_clearing_burn
2,019
2
0
49
female
rural
0
0
0
0
1
5
26
good
15.7
16
0
1
0
0.25
0.03
1
0
1
0
0
0
0
0
0
0
0.1
FOR-00331
forest_clearing_burn
2,017
10
0
22
male
peri_urban
0
0
0
0
0
35.6
60.8
unhealthy
13.8
6
1
0
0
0.15
0.061
1
0
1
0
0
0
0
0
0
0
0.1
FOR-00332
forest_clearing_burn
2,018
10
0
43
female
rural
0
0
0
0
0
26.2
45.8
moderate
9.5
15
1
0
0
0.15
0.046
0
1
0
0
0
0
0
0
0
0
0.1
FOR-00333
forest_clearing_burn
2,010
8
1
36
male
rural
0
0
0
0
0
261.2
268.1
hazardous
18
45
2
0
0
0.15
0.268
1
0
0
0
0
0
0
0
0
0
0.005
FOR-00334
forest_clearing_burn
2,016
11
0
10
female
rural
0
0
0
0
0
22.6
37.4
moderate
0.5
21
0
0
0
0.15
0.037
0
0
0
0
0
0
0
0
0
0
0.0885
FOR-00335
forest_clearing_burn
2,013
10
0
22
male
urban
0
0
0
0
0
22.7
51.2
moderate
7.7
13
1
0
0
0.15
0.051
0
0
0
0
1
0
0
0
0
0
0.0508
FOR-00336
forest_clearing_burn
2,024
12
0
22
female
peri_urban
0
0
0
0
0
19.8
41
moderate
8.2
26
3
0
0
0.15
0.041
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00337
forest_clearing_burn
2,013
10
0
17
male
rural
0
0
0
0
1
20.9
69.7
unhealthy
1.4
30
2
0
0
0.25
0.116
0
0
0
0
0
0
0
0
0
0
0.0509
FOR-00338
forest_clearing_burn
2,017
6
1
34
female
rural
0
0
0
0
0
387.7
411
hazardous
3.6
63
0
0
0
0.15
0.411
0
0
0
0
1
0
0
0
0
0
0.1
FOR-00339
forest_clearing_burn
2,021
8
1
29
female
urban
0
0
0
0
0
298.6
319.6
hazardous
14.4
43
3
0
0
0.15
0.32
0
0
0
1
0
0
0
0
0
0
0.1
FOR-00340
forest_clearing_burn
2,015
6
1
38
male
rural
0
0
0
0
1
339.9
365.1
hazardous
20.4
14
3
0
1
0.25
0.365
0
0
0
1
1
0
0
0
0
0
0.0734
FOR-00341
forest_clearing_burn
2,011
11
0
32
female
peri_urban
0
0
0
0
0
5
19.7
good
0.5
1
2
1
0
0.15
0.014
0
0
0
0
0
0
0
0
0
0
0.0135
FOR-00342
forest_clearing_burn
2,016
5
0
55
female
urban
0
0
0
0
1
13.6
34.1
good
4.6
19
2
0
0
0.25
0.057
1
0
1
0
0
0
0
0
0
0
0.0968
FOR-00343
forest_clearing_burn
2,022
6
1
1
male
urban
1
0
0
0
0
388.8
403.8
hazardous
6.1
85
4
1
0
0.4
0.754
1
0
0
0
0
0
0
0
0
0
0.1
FOR-00344
forest_clearing_burn
2,021
5
0
15
female
peri_urban
0
0
0
0
0
20.8
30.7
good
8.4
11
1
0
0
0.15
0.031
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00345
forest_clearing_burn
2,021
2
0
27
male
rural
0
0
0
0
0
30.3
43.8
moderate
11.5
27
1
0
0
0.15
0.044
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00346
forest_clearing_burn
2,013
10
0
15
female
rural
0
0
0
0
0
35.7
49.8
moderate
12.6
22
3
0
0
0.15
0.05
0
0
0
0
0
0
0
0
0
0
0.0442
FOR-00347
forest_clearing_burn
2,024
12
0
24
female
rural
0
0
0
0
0
26.1
54.7
moderate
0.5
18
0
0
0
0.15
0.055
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00348
forest_clearing_burn
2,018
11
0
49
male
peri_urban
0
0
0
0
1
7.7
22.6
good
5.9
22
4
0
0
0.25
0.038
0
0
1
0
0
0
0
0
0
0
0.1
FOR-00349
forest_clearing_burn
2,021
12
0
22
male
rural
0
0
0
0
0
32.5
52.3
moderate
10.2
25
3
0
0
0.15
0.052
1
0
0
0
0
0
0
0
0
0
0.1
FOR-00350
forest_clearing_burn
2,024
3
0
52
male
peri_urban
0
0
0
0
1
5
21
good
3.7
16
4
0
0
0.25
0.035
0
0
1
0
0
0
0
0
0
0
0.1
FOR-00351
forest_clearing_burn
2,015
1
0
36
male
rural
0
0
0
0
0
8.9
30.5
good
6.6
20
1
0
0
0.15
0.03
0
1
1
0
0
0
0
0
0
0
0.0769
FOR-00352
forest_clearing_burn
2,023
6
1
49
female
rural
0
0
0
1
0
263.2
283.1
hazardous
2.7
89
3
1
0
0.3
0.396
1
0
0
0
0
0
0
0
0
0
0.1
FOR-00353
forest_clearing_burn
2,017
6
1
24
female
peri_urban
0
0
0
0
0
128.1
162.7
very_unhealthy
11
60
3
0
0
0.15
0.163
1
0
1
0
0
0
0
0
0
0
0.1
FOR-00354
forest_clearing_burn
2,011
2
0
21
male
rural
0
0
0
0
0
21.4
44.2
moderate
11.5
24
3
0
0
0.15
0.044
0
0
0
0
0
0
0
0
0
0
0.0121
FOR-00355
forest_clearing_burn
2,019
4
0
48
female
rural
0
0
0
0
0
16.8
44.8
moderate
6.5
21
0
0
0
0.15
0.045
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00356
forest_clearing_burn
2,010
12
0
32
male
urban
0
0
0
0
0
34.7
53.9
moderate
17.3
6
3
0
0
0.15
0.054
0
0
0
0
0
0
0
0
0
0
-0.0049
FOR-00357
forest_clearing_burn
2,010
7
1
81
male
rural
0
1
0
1
0
423.4
448.3
hazardous
8.3
56
3
0
0
0.5
1
1
0
1
1
0
0
0
0
0
0
0.0036
FOR-00358
forest_clearing_burn
2,022
12
0
9
female
rural
0
0
0
0
0
5
45.4
moderate
0.5
12
1
1
0
0.15
0.032
1
0
0
0
1
0
0
0
0
0
0.1
FOR-00359
forest_clearing_burn
2,021
5
0
45
female
rural
0
0
0
0
0
36.2
44.9
moderate
4.7
12
4
0
0
0.15
0.045
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00360
forest_clearing_burn
2,017
11
0
32
female
rural
0
0
1
0
0
11.7
33.2
good
0.5
13
4
0
0
0.3
0.066
0
0
1
0
0
0
0
0
0
0
0.1
FOR-00361
forest_clearing_burn
2,020
9
1
28
female
peri_urban
0
0
0
0
0
378.7
396.1
hazardous
13.2
74
3
0
1
0.15
0.238
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00362
forest_clearing_burn
2,017
11
0
33
female
rural
0
0
0
0
1
39.4
57.6
unhealthy
6.5
22
2
0
0
0.25
0.096
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00363
forest_clearing_burn
2,015
9
1
6
male
rural
0
0
0
0
0
147.6
165.2
very_unhealthy
0.5
76
1
0
0
0.15
0.165
1
0
0
0
0
0
0
0
0
0
0.074
FOR-00364
forest_clearing_burn
2,023
11
0
60
female
peri_urban
0
1
0
0
0
6.7
35.2
moderate
11.2
21
1
0
0
0.35
0.082
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00365
forest_clearing_burn
2,010
10
0
20
female
rural
0
0
0
0
0
20.6
45.3
moderate
10.2
23
2
0
0
0.15
0.045
0
0
0
0
0
0
0
0
0
0
0.0028
FOR-00366
forest_clearing_burn
2,014
7
1
57
female
peri_urban
0
0
0
0
0
180.2
205.3
very_unhealthy
6.8
57
2
0
0
0.15
0.205
0
0
0
1
0
0
0
0
0
0
0.0522
FOR-00367
forest_clearing_burn
2,019
9
1
15
female
rural
0
0
0
0
0
404.6
422.1
hazardous
10.3
30
1
0
0
0.15
0.422
1
0
0
0
0
0
0
0
0
0
0.1
FOR-00368
forest_clearing_burn
2,012
8
1
59
male
rural
0
0
0
0
0
40.7
52.5
moderate
14
81
0
0
0
0.15
0.052
0
0
0
0
0
0
0
0
0
0
0.0224
FOR-00369
forest_clearing_burn
2,012
9
1
26
male
urban
0
0
0
0
0
229.1
235.7
very_unhealthy
16.4
78
0
0
0
0.15
0.236
0
0
1
1
0
0
0
0
0
0
0.0271
FOR-00370
forest_clearing_burn
2,015
6
1
43
male
rural
0
0
0
0
0
150.1
163.9
very_unhealthy
9.2
58
4
0
0
0.15
0.164
0
0
0
0
1
0
0
0
0
0
0.0793
FOR-00371
forest_clearing_burn
2,019
12
0
65
male
urban
0
1
0
0
0
5.8
39.1
moderate
0.5
1
2
0
0
0.35
0.091
0
1
0
0
0
0
0
0
0
0
0.1
FOR-00372
forest_clearing_burn
2,015
7
1
71
male
peri_urban
0
1
0
0
0
321.9
352.6
hazardous
18.5
92
2
0
0
0.35
0.823
1
1
0
1
0
0
0
0
0
0
0.0735
FOR-00373
forest_clearing_burn
2,021
3
0
48
male
rural
0
0
0
0
0
13.7
36.4
moderate
5.3
20
5
0
0
0.15
0.036
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00374
forest_clearing_burn
2,023
6
1
20
male
rural
0
0
0
0
0
191.8
199.6
very_unhealthy
9.8
120
0
0
1
0.15
0.12
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00375
forest_clearing_burn
2,017
9
1
13
male
rural
0
0
0
0
0
449.2
455.5
hazardous
4.8
100
0
0
0
0.15
0.455
0
0
0
1
0
0
0
0
0
0
0.0987
FOR-00376
forest_clearing_burn
2,020
6
1
21
female
rural
0
0
0
0
1
290.3
310.7
hazardous
5.9
80
1
0
1
0.25
0.311
0
0
0
1
0
0
0
0
0
0
0.1
FOR-00377
forest_clearing_burn
2,022
1
0
61
male
rural
0
1
0
0
0
18.8
26.9
good
5.4
26
1
0
0
0.35
0.063
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00378
forest_clearing_burn
2,018
9
1
34
female
rural
0
0
0
0
0
438.1
453.2
hazardous
6.2
23
5
0
0
0.15
0.453
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00379
forest_clearing_burn
2,013
5
0
46
male
urban
0
0
0
0
0
27.5
44
moderate
14.4
22
2
0
0
0.15
0.044
0
0
0
0
0
0
0
0
0
0
0.049
FOR-00380
forest_clearing_burn
2,019
3
0
31
female
peri_urban
0
0
0
0
0
5
32.5
good
16.5
30
2
0
0
0.15
0.032
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00381
forest_clearing_burn
2,020
3
0
23
male
rural
0
0
0
0
0
39
62.6
unhealthy
5.8
20
1
0
0
0.15
0.063
1
0
0
0
1
0
0
0
0
0
0.1
FOR-00382
forest_clearing_burn
2,024
3
0
4
male
rural
1
0
0
0
0
35.8
61.4
unhealthy
12.9
21
2
0
0
0.4
0.164
0
1
0
0
0
0
0
0
0
0
0.1
FOR-00383
forest_clearing_burn
2,019
4
0
9
female
rural
0
0
1
0
0
22.7
45.6
moderate
6.1
20
3
0
0
0.3
0.091
1
0
0
0
0
0
0
0
0
0
0.1
FOR-00384
forest_clearing_burn
2,021
12
0
10
male
peri_urban
0
0
0
0
0
10.3
26.9
good
7.3
31
2
0
0
0.15
0.027
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00385
forest_clearing_burn
2,010
4
0
53
female
rural
0
0
0
0
0
36
53.8
moderate
1.1
7
3
0
0
0.15
0.054
0
0
0
0
0
0
0
0
0
0
-0.001
FOR-00386
forest_clearing_burn
2,014
1
0
32
female
rural
0
0
0
0
0
11.2
33.2
good
5.8
6
1
0
0
0.15
0.033
0
0
0
0
0
0
0
0
0
0
0.0574
FOR-00387
forest_clearing_burn
2,013
6
1
50
female
rural
0
0
1
0
0
248
263.7
hazardous
8.3
108
3
0
0
0.3
0.527
0
0
0
1
0
0
0
0
0
0
0.039
FOR-00388
forest_clearing_burn
2,023
11
0
48
male
rural
0
0
0
0
0
28.7
30.9
good
3.7
33
3
0
0
0.15
0.031
0
0
0
0
1
0
0
0
0
0
0.1
FOR-00389
forest_clearing_burn
2,020
4
0
11
male
rural
0
0
0
0
0
8.5
18
good
0.5
16
1
0
0
0.15
0.018
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00390
forest_clearing_burn
2,023
8
1
17
male
urban
0
0
1
0
0
293.1
319.6
hazardous
8
48
2
0
1
0.3
0.384
0
1
0
1
1
1
0
0
0
0
0.1
FOR-00391
forest_clearing_burn
2,014
7
1
32
male
peri_urban
0
0
0
0
0
326.5
354.7
hazardous
15.3
76
4
0
0
0.15
0.355
0
0
1
0
0
0
0
0
0
0
0.0622
FOR-00392
forest_clearing_burn
2,022
2
0
7
female
rural
0
0
0
0
0
12.9
25.7
good
10.2
7
3
0
0
0.15
0.026
0
0
0
0
0
0
0
0
0
0
0.1
FOR-00393
forest_clearing_burn
2,013
6
1
30
male
urban
0
0
0
0
0
259.8
279.3
hazardous
8.6
16
1
0
1
0.15
0.168
1
0
1
0
0
0
0
0
0
0
0.0427
FOR-00394
forest_clearing_burn
2,016
5
0
15
female
peri_urban
0
0
0
0
0
24.1
47.7
moderate
20.3
25
3
0
0
0.15
0.048
0
0
0
0
1
0
0
0
0
0
0.0933
FOR-00395
forest_clearing_burn
2,018
2
0
67
female
rural
0
1
0
0
0
19.5
31.9
good
14
17
2
0
0
0.35
0.074
0
1
0
0
0
0
0
0
0
0
0.1
FOR-00396
forest_clearing_burn
2,019
8
1
35
male
rural
0
0
0
0
0
186.9
198.9
very_unhealthy
11.2
103
2
0
0
0.15
0.199
1
0
0
0
0
0
0
0
0
0
0.1
FOR-00397
forest_clearing_burn
2,017
7
1
25
male
rural
0
0
0
0
0
163.7
173.5
very_unhealthy
17.6
72
0
0
0
0.15
0.173
1
0
0
0
0
0
0
0
0
0
0.1
FOR-00398
forest_clearing_burn
2,017
1
0
46
male
peri_urban
0
0
0
0
0
11.1
22.5
good
15.6
30
5
0
0
0.15
0.023
0
1
1
0
0
0
0
0
0
0
0.1
FOR-00399
forest_clearing_burn
2,019
9
1
21
male
rural
0
0
0
0
0
379.9
393.7
hazardous
3.9
47
1
0
0
0.15
0.394
0
1
0
1
0
0
0
0
0
0
0.1