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-08800
forest_clearing_burn
2,018
1
0
1
male
urban
1
0
0
0
0
24.4
50.7
moderate
13.4
22
4
0
0
0.4
0.135
1
0
0
0
0
0
0
0
0
0
0.1
FOR-08801
forest_clearing_burn
2,023
4
0
77
female
rural
0
1
0
0
0
10.2
31.7
good
4.2
17
3
0
0
0.35
0.074
1
0
0
0
0
0
0
0
0
0
0.1
FOR-08802
forest_clearing_burn
2,024
1
0
43
female
rural
0
0
0
0
0
5
33.5
good
17
5
0
0
0
0.15
0.034
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08803
forest_clearing_burn
2,019
3
0
33
male
peri_urban
0
0
0
0
1
12.4
39.4
moderate
10.3
25
1
0
0
0.25
0.066
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08804
forest_clearing_burn
2,023
12
0
73
male
rural
0
1
0
0
1
23
36.7
moderate
9.9
12
2
0
0
0.45
0.11
0
1
0
0
0
0
0
0
0
0
0.1
FOR-08805
forest_clearing_burn
2,023
2
0
23
female
rural
0
0
0
0
0
24.5
41.8
moderate
8.7
17
4
0
0
0.15
0.042
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08806
forest_clearing_burn
2,011
8
1
36
female
rural
0
0
0
0
0
246
261.9
hazardous
9.7
55
4
0
0
0.15
0.262
0
0
0
0
0
0
0
0
0
0
0.0236
FOR-08807
forest_clearing_burn
2,018
6
1
34
female
rural
0
0
1
0
0
195.2
211.7
very_unhealthy
6.3
7
0
0
0
0.3
0.423
1
1
1
0
0
0
0
0
0
0
0.1
FOR-08808
forest_clearing_burn
2,017
3
0
5
female
peri_urban
0
0
0
0
0
33.1
43.6
moderate
11.9
22
3
0
0
0.15
0.044
0
1
0
0
0
0
0
0
0
0
0.1
FOR-08809
forest_clearing_burn
2,016
1
0
51
female
peri_urban
0
0
0
0
1
35.5
56.9
unhealthy
3.7
21
2
0
0
0.25
0.095
0
0
0
0
0
0
0
0
0
0
0.0927
FOR-08810
forest_clearing_burn
2,012
8
1
30
male
rural
0
0
0
0
0
275.2
302.2
hazardous
0.5
30
3
0
0
0.15
0.302
0
1
0
0
0
0
0
0
0
0
0.0352
FOR-08811
forest_clearing_burn
2,017
12
0
4
male
rural
1
0
0
0
0
12.8
34.7
good
4.4
35
1
0
0
0.4
0.092
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08812
forest_clearing_burn
2,017
6
1
52
female
rural
0
0
0
0
0
273.5
295.3
hazardous
6.3
53
2
0
0
0.15
0.295
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08813
forest_clearing_burn
2,024
5
0
34
female
rural
0
0
0
0
0
21.8
56.6
unhealthy
21
16
2
0
0
0.15
0.057
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08814
forest_clearing_burn
2,014
4
0
1
female
peri_urban
1
0
0
0
0
29.4
35.8
moderate
7.5
13
1
0
0
0.4
0.095
0
0
0
0
0
0
0
0
0
0
0.062
FOR-08815
forest_clearing_burn
2,018
11
0
26
female
rural
0
0
0
0
0
26.1
43.9
moderate
3.7
19
1
0
0
0.15
0.044
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08816
forest_clearing_burn
2,017
10
0
16
male
peri_urban
0
0
0
0
0
18.6
30.4
good
4.9
16
2
0
0
0.15
0.03
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08817
forest_clearing_burn
2,020
7
1
24
female
rural
0
0
0
0
0
122.7
146.7
unhealthy
8.6
44
2
0
0
0.15
0.147
1
1
0
0
0
0
0
0
0
0
0.1
FOR-08818
forest_clearing_burn
2,015
1
0
33
female
peri_urban
0
0
0
0
0
15.9
21.2
good
17.7
17
4
0
0
0.15
0.021
1
0
0
0
0
0
0
0
0
0
0.0714
FOR-08819
forest_clearing_burn
2,019
9
1
18
female
peri_urban
0
0
0
0
0
255.9
272.2
hazardous
3.5
94
0
0
0
0.15
0.272
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08820
forest_clearing_burn
2,021
1
0
25
female
rural
0
0
0
0
0
12.7
40.8
moderate
8
14
1
0
0
0.15
0.041
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08821
forest_clearing_burn
2,024
2
0
43
female
peri_urban
0
0
0
0
0
34.6
53.6
moderate
10.7
15
0
0
0
0.15
0.054
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08822
forest_clearing_burn
2,015
8
1
21
female
rural
0
0
0
0
0
242.7
260.4
hazardous
6.9
105
1
0
0
0.15
0.26
0
0
0
0
0
0
0
0
0
0
0.075
FOR-08823
forest_clearing_burn
2,015
11
0
28
male
peri_urban
0
0
0
0
0
28.5
55.3
unhealthy
7.4
11
0
0
0
0.15
0.055
0
0
0
0
0
0
0
0
0
0
0.0683
FOR-08824
forest_clearing_burn
2,015
1
0
15
female
rural
0
0
0
0
0
26.9
57.6
unhealthy
2.4
26
4
0
0
0.15
0.058
0
0
0
0
0
0
0
0
0
0
0.0722
FOR-08825
forest_clearing_burn
2,011
10
0
24
female
peri_urban
0
0
0
0
0
35
48.8
moderate
7.7
1
3
0
0
0.15
0.049
0
0
0
0
1
0
0
0
0
0
0.019
FOR-08826
forest_clearing_burn
2,023
12
0
42
female
rural
0
0
0
0
0
37.2
57.5
unhealthy
2
19
2
0
0
0.15
0.057
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08827
forest_clearing_burn
2,016
7
1
30
female
rural
0
0
0
0
0
315.8
328.5
hazardous
5.5
63
0
0
0
0.15
0.329
1
1
0
0
0
0
0
0
0
0
0.0921
FOR-08828
forest_clearing_burn
2,010
10
0
2
male
urban
1
0
0
0
0
16.3
40.2
moderate
3.4
19
3
0
0
0.4
0.107
0
0
0
0
0
0
0
0
0
0
-0.0045
FOR-08829
forest_clearing_burn
2,024
9
1
15
female
rural
0
0
0
0
0
422.3
434.4
hazardous
9.9
71
2
0
1
0.15
0.261
1
0
0
1
0
0
0
0
0
0
0.1
FOR-08830
forest_clearing_burn
2,024
5
0
4
male
rural
1
0
0
0
0
28.1
50.8
moderate
2.5
9
2
0
0
0.4
0.135
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08831
forest_clearing_burn
2,013
3
0
30
female
rural
0
0
0
0
0
6.3
17.6
good
11.2
23
3
0
0
0.15
0.018
0
0
0
0
0
0
0
0
0
0
0.0369
FOR-08832
forest_clearing_burn
2,023
4
0
39
male
peri_urban
0
0
0
0
0
34.7
68.3
unhealthy
13.2
7
5
0
0
0.15
0.068
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08833
forest_clearing_burn
2,014
3
0
50
male
rural
0
0
0
0
1
25.3
56
unhealthy
19
11
2
0
0
0.25
0.093
1
1
0
0
0
0
0
0
0
0
0.0613
FOR-08834
forest_clearing_burn
2,024
11
0
27
male
rural
0
0
0
0
1
5
25.3
good
9
12
2
0
0
0.25
0.042
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08835
forest_clearing_burn
2,022
9
1
16
male
rural
0
0
0
0
0
310.4
337.5
hazardous
14
35
3
0
0
0.15
0.337
0
0
0
1
0
0
0
0
0
0
0.1
FOR-08836
forest_clearing_burn
2,023
2
0
26
female
rural
0
0
0
0
0
34.1
62.9
unhealthy
8.4
12
4
0
0
0.15
0.063
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08837
forest_clearing_burn
2,016
1
0
29
male
rural
0
0
0
0
0
17.6
35.6
moderate
6.1
26
2
0
0
0.15
0.036
0
0
0
0
0
0
0
0
0
0
0.085
FOR-08838
forest_clearing_burn
2,019
10
0
76
male
rural
0
1
0
0
0
7.3
14.4
good
17.6
12
4
0
0
0.35
0.034
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08839
forest_clearing_burn
2,012
12
0
14
male
rural
0
0
1
0
0
28.2
40.3
moderate
7.2
15
4
0
0
0.3
0.081
0
0
0
0
0
0
0
0
0
0
0.0262
FOR-08840
forest_clearing_burn
2,017
12
0
1
male
rural
1
0
0
0
0
15.2
21.8
good
6.9
7
1
0
0
0.4
0.058
0
0
0
0
1
0
0
0
0
0
0.1
FOR-08841
forest_clearing_burn
2,016
5
0
41
male
rural
0
0
0
0
1
7.3
27.7
good
3.5
16
3
0
0
0.25
0.046
0
0
0
0
0
0
0
0
0
0
0.0859
FOR-08842
forest_clearing_burn
2,015
1
0
81
female
urban
0
1
0
0
0
10.5
24.4
good
14.2
19
2
0
0
0.35
0.057
0
1
0
0
0
0
0
0
0
0
0.0857
FOR-08843
forest_clearing_burn
2,019
2
0
22
male
rural
0
0
1
0
1
45.2
72.5
unhealthy
5.4
25
2
0
0
0.4
0.193
1
0
0
0
0
0
0
0
0
0
0.1
FOR-08844
forest_clearing_burn
2,013
3
0
26
male
rural
0
0
0
0
1
16.2
44.8
moderate
10.5
15
3
0
0
0.25
0.075
0
0
0
0
0
0
0
0
0
0
0.0394
FOR-08845
forest_clearing_burn
2,015
10
0
1
male
rural
1
0
0
0
0
14.5
57.8
unhealthy
13.4
5
0
0
0
0.4
0.154
1
0
0
0
0
0
0
0
0
0
0.0805
FOR-08846
forest_clearing_burn
2,015
6
1
1
female
rural
1
0
0
0
0
232.1
252.2
hazardous
8.4
119
1
0
1
0.4
0.403
0
1
0
0
0
0
0
0
0
0
0.0759
FOR-08847
forest_clearing_burn
2,024
1
0
49
female
peri_urban
0
0
0
0
0
32
46.3
moderate
15.4
10
3
0
0
0.15
0.046
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08848
forest_clearing_burn
2,017
2
0
38
male
urban
0
0
0
1
0
7.9
36.6
moderate
10.4
17
3
0
0
0.3
0.073
1
0
0
0
0
0
0
0
0
0
0.0962
FOR-08849
forest_clearing_burn
2,021
11
0
16
male
rural
0
0
0
0
0
17.8
32.7
good
15.4
16
1
0
0
0.15
0.033
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08850
forest_clearing_burn
2,024
2
0
54
female
rural
0
0
0
0
0
36.6
45.4
moderate
5.7
20
2
0
0
0.15
0.045
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08851
forest_clearing_burn
2,023
11
0
39
female
peri_urban
0
0
0
0
0
15.3
28.6
good
5.9
12
5
0
0
0.15
0.029
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08852
forest_clearing_burn
2,022
3
0
36
male
peri_urban
0
0
1
0
0
28
39.2
moderate
4.1
12
4
0
0
0.3
0.078
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08853
forest_clearing_burn
2,010
8
1
15
male
peri_urban
0
0
0
0
0
259.2
282.2
hazardous
1.6
110
4
0
0
0.15
0.282
0
0
0
0
0
0
0
0
0
0
0.002
FOR-08854
forest_clearing_burn
2,019
5
0
37
male
rural
0
0
0
0
0
5
23
good
3.3
23
0
0
0
0.15
0.023
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08855
forest_clearing_burn
2,023
8
1
27
female
rural
0
0
0
0
0
20
50.9
moderate
6.6
90
3
0
1
0.15
0.031
0
1
0
0
0
0
0
0
0
0
0.1
FOR-08856
forest_clearing_burn
2,016
3
0
37
female
rural
0
0
0
1
1
8.8
23.3
good
14
3
1
0
0
0.4
0.062
1
0
0
0
0
0
0
0
0
0
0.0864
FOR-08857
forest_clearing_burn
2,017
2
0
18
male
rural
0
0
0
0
0
11.7
27.8
good
0.5
12
1
0
0
0.15
0.028
1
0
0
0
0
0
0
0
0
0
0.1
FOR-08858
forest_clearing_burn
2,021
5
0
29
female
rural
0
0
0
0
0
7.9
35.9
moderate
3.8
0
1
0
0
0.15
0.036
0
0
0
0
1
0
0
0
0
0
0.1
FOR-08859
forest_clearing_burn
2,019
2
0
28
male
peri_urban
0
0
0
0
0
22.9
49.7
moderate
10.9
6
5
0
0
0.15
0.05
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08860
forest_clearing_burn
2,014
1
0
41
female
rural
0
0
0
0
0
17.9
26.6
good
9.6
26
1
0
0
0.15
0.027
0
0
0
0
0
0
0
0
0
0
0.06
FOR-08861
forest_clearing_burn
2,010
9
1
13
male
rural
0
0
0
0
0
183.2
203.7
very_unhealthy
9.5
81
1
0
0
0.15
0.204
1
0
0
0
1
0
0
0
0
0
-0.001
FOR-08862
forest_clearing_burn
2,024
2
0
32
male
rural
0
0
0
0
0
27.7
39.1
moderate
10.4
13
4
0
0
0.15
0.039
1
0
0
0
0
0
0
0
0
0
0.1
FOR-08863
forest_clearing_burn
2,019
3
0
37
female
rural
0
0
0
0
0
13.8
31.7
good
5.1
7
2
0
0
0.15
0.032
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08864
forest_clearing_burn
2,017
10
0
24
female
peri_urban
0
0
0
0
1
16.5
42.8
moderate
12.1
15
1
0
0
0.25
0.071
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08865
forest_clearing_burn
2,016
10
0
49
male
peri_urban
0
0
0
0
0
20.6
46.3
moderate
13.3
25
2
0
0
0.15
0.046
0
0
0
0
0
0
0
0
0
0
0.091
FOR-08866
forest_clearing_burn
2,023
12
0
34
male
urban
0
0
0
0
0
30.8
47.4
moderate
10.1
16
0
0
0
0.15
0.047
0
0
0
0
1
0
0
0
0
0
0.1
FOR-08867
forest_clearing_burn
2,021
7
1
47
female
rural
0
0
0
0
0
198.7
221.6
very_unhealthy
8
60
1
0
0
0.15
0.222
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08868
forest_clearing_burn
2,021
7
1
17
female
rural
0
0
0
0
0
116.8
131.7
unhealthy
11.8
82
3
0
1
0.15
0.079
0
0
0
1
0
0
0
0
0
0
0.1
FOR-08869
forest_clearing_burn
2,023
7
1
32
female
rural
0
0
1
0
0
434.4
445.3
hazardous
4.3
75
2
0
0
0.3
0.891
0
1
0
0
0
0
0
0
0
0
0.1
FOR-08870
forest_clearing_burn
2,012
5
0
34
male
rural
0
0
0
0
0
35.9
53.1
moderate
10.8
22
1
0
0
0.15
0.053
0
0
0
0
1
0
0
0
0
0
0.0326
FOR-08871
forest_clearing_burn
2,015
9
1
33
male
urban
0
0
0
0
0
179.7
205.1
very_unhealthy
3.5
118
0
0
0
0.15
0.205
0
1
0
0
0
0
0
0
0
0
0.077
FOR-08872
forest_clearing_burn
2,010
2
0
52
male
peri_urban
0
0
0
0
0
30.4
48.6
moderate
5.8
23
2
0
0
0.15
0.049
1
0
0
0
0
0
0
0
0
0
-0.0059
FOR-08873
forest_clearing_burn
2,023
3
0
39
female
rural
0
0
0
0
0
33.4
35.9
moderate
5.8
19
1
0
0
0.15
0.036
0
0
0
0
1
0
0
0
0
0
0.1
FOR-08874
forest_clearing_burn
2,019
4
0
43
female
peri_urban
0
0
0
0
0
24.2
48.4
moderate
6.4
0
1
0
0
0.15
0.048
0
0
1
0
0
0
0
0
0
0
0.1
FOR-08875
forest_clearing_burn
2,019
9
1
37
female
peri_urban
0
0
0
0
0
172.7
191.8
very_unhealthy
14.6
120
2
0
0
0.15
0.192
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08876
forest_clearing_burn
2,021
1
0
23
male
rural
0
0
0
0
0
5
31.2
good
4.7
17
3
0
0
0.15
0.031
0
0
1
0
1
0
0
0
0
0
0.1
FOR-08877
forest_clearing_burn
2,013
2
0
3
female
rural
1
0
0
0
0
28.8
54.3
moderate
12.4
19
2
0
0
0.4
0.145
1
0
0
0
0
0
0
0
0
0
0.0443
FOR-08878
forest_clearing_burn
2,022
12
0
20
female
rural
0
0
0
0
0
36.8
55.1
unhealthy
8
12
0
1
0
0.15
0.039
0
0
0
0
1
0
0
0
0
0
0.1
FOR-08879
forest_clearing_burn
2,021
9
1
4
female
rural
1
0
1
0
0
249.6
263.4
hazardous
0.6
84
2
0
0
0.55
0.966
0
1
0
1
0
0
0
0
0
0
0.1
FOR-08880
forest_clearing_burn
2,015
6
1
25
female
rural
0
0
0
0
0
362.4
377.4
hazardous
12.2
88
5
0
0
0.15
0.377
1
0
0
0
0
0
0
0
0
0
0.0789
FOR-08881
forest_clearing_burn
2,022
3
0
22
male
rural
0
0
0
0
0
5
22.4
good
0.5
20
1
0
0
0.15
0.022
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08882
forest_clearing_burn
2,011
2
0
9
male
rural
0
0
0
0
0
30.5
58.8
unhealthy
2
19
1
0
0
0.15
0.059
0
0
0
0
0
0
0
0
0
0
0.0236
FOR-08883
forest_clearing_burn
2,013
3
0
39
female
rural
0
0
0
0
0
23.7
46.3
moderate
8.1
21
2
0
0
0.15
0.046
0
0
0
0
0
0
0
0
0
0
0.0516
FOR-08884
forest_clearing_burn
2,012
11
0
45
female
rural
0
0
0
0
0
26.3
38.7
moderate
2.4
14
2
0
0
0.15
0.039
0
0
1
0
0
0
0
0
0
0
0.0151
FOR-08885
forest_clearing_burn
2,012
5
0
42
female
peri_urban
0
0
0
0
0
26.2
48.5
moderate
9.6
14
1
0
0
0.15
0.048
0
0
0
0
0
0
0
0
0
0
0.0302
FOR-08886
forest_clearing_burn
2,024
12
0
68
female
rural
0
1
0
0
0
16.7
24.7
good
6.9
14
3
0
0
0.35
0.058
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08887
forest_clearing_burn
2,021
7
1
54
female
rural
0
0
1
0
0
269.5
288.2
hazardous
11.8
100
1
0
0
0.3
0.576
0
1
1
1
0
0
0
0
0
0
0.1
FOR-08888
forest_clearing_burn
2,016
4
0
35
female
rural
0
0
0
0
0
5
16.2
good
4.3
16
3
0
0
0.15
0.016
0
0
0
0
0
0
0
0
0
0
0.088
FOR-08889
forest_clearing_burn
2,012
11
0
6
female
rural
0
0
0
0
0
29.8
51.3
moderate
1.1
26
1
0
0
0.15
0.051
0
0
0
0
0
0
0
0
0
0
0.0293
FOR-08890
forest_clearing_burn
2,020
11
0
25
male
rural
0
0
0
0
0
13.9
22.3
good
9.1
22
4
0
0
0.15
0.022
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08891
forest_clearing_burn
2,022
12
0
32
female
rural
0
0
0
0
0
27.1
49.7
moderate
13.1
19
2
0
0
0.15
0.05
1
0
0
0
0
0
0
0
0
0
0.1
FOR-08892
forest_clearing_burn
2,022
5
0
55
female
rural
0
0
0
0
0
8.6
33.1
good
5.9
28
1
0
0
0.15
0.033
0
0
0
0
1
0
0
1
0
0
0.1
FOR-08893
forest_clearing_burn
2,017
3
0
27
male
peri_urban
0
0
0
0
0
18
43.1
moderate
9.7
18
7
0
0
0.15
0.043
0
0
0
0
0
0
0
0
0
0
0.0949
FOR-08894
forest_clearing_burn
2,018
7
1
38
male
urban
0
0
0
0
0
257.9
287.4
hazardous
9.9
70
6
0
0
0.15
0.287
0
0
0
0
1
0
0
0
0
0
0.1
FOR-08895
forest_clearing_burn
2,021
6
1
37
male
rural
0
0
0
0
0
333.4
360.5
hazardous
11.3
51
0
0
0
0.15
0.36
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08896
forest_clearing_burn
2,020
6
1
59
female
rural
0
0
0
0
0
209.9
217.7
very_unhealthy
5.6
80
1
0
0
0.15
0.218
0
0
0
1
1
0
0
0
0
0
0.1
FOR-08897
forest_clearing_burn
2,019
5
0
11
male
rural
0
0
0
0
0
15.9
38.9
moderate
5.6
9
2
0
0
0.15
0.039
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08898
forest_clearing_burn
2,018
1
0
40
female
peri_urban
0
0
0
0
0
5.4
25.9
good
4.8
7
1
0
0
0.15
0.026
0
0
0
0
0
0
0
0
0
0
0.1
FOR-08899
forest_clearing_burn
2,020
12
0
11
male
rural
0
0
0
0
0
22.4
39.2
moderate
9.2
14
2
0
0
0.15
0.039
1
0
0
0
0
0
0
0
0
0
0.1