record_id
string
scenario
string
year
int64
setting
string
age
int64
sex
string
is_child
int64
occupation
string
distance_to_spill_km
float64
spill_source
string
years_since_spill
int64
water_tph_mgL
float64
soil_tph_mgkg
float64
benzene_water_ugL
float64
exceeds_who_benzene
int64
fish_contaminated
int64
crop_contaminated
int64
water_source_contaminated
int64
respiratory
int64
cough
int64
asthma
int64
skin_disease
int64
eye_irritation
int64
headache
int64
nausea
int64
neurological
int64
cancer
int64
child_developmental
int64
adverse_pregnancy
int64
fisheries_destroyed
int64
farmland_contaminated
int64
income_loss
int64
remediation
int64
compensation_received
int64
community_monitoring
int64
any_health_effect
int64
NIG-00200
niger_delta_chronic
2,016
riverine_community
31
male
0
fisher
0.66
sabotage_theft
0
106.5
13,575
13.9
1
1
0
0
1
1
0
1
0
0
0
0
0
0
0
1
0
1
0
0
0
1
NIG-00201
niger_delta_chronic
2,024
rural_oilfield
22
female
0
other
5.03
sabotage_theft
10
11.7
153
13.7
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00202
niger_delta_chronic
2,011
rural_oilfield
18
male
0
fisher
0.87
sabotage_theft
9
11.6
661
17.4
1
0
0
1
1
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
NIG-00203
niger_delta_chronic
2,015
peri_urban
25
male
0
other
2.07
sabotage_theft
0
74.3
3,392
24
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00204
niger_delta_chronic
2,021
riverine_community
16
female
0
oil_worker
3.1
pipeline_rupture
8
45.6
635
5.8
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
0
0
0
0
0
NIG-00205
niger_delta_chronic
2,020
riverine_community
24
female
0
other
3.23
wellhead_blowout
8
24.6
1,121
10.4
1
0
0
0
0
0
0
1
0
1
1
0
0
0
0
0
0
0
0
0
0
1
NIG-00206
niger_delta_chronic
2,016
riverine_community
28
male
0
farmer
0.95
pipeline_rupture
3
146.6
5,601
10.9
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
NIG-00207
niger_delta_chronic
2,015
riverine_community
34
male
0
trader
4.05
pipeline_rupture
15
14.7
1,800
3.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00208
niger_delta_chronic
2,016
riverine_community
48
female
0
other
1.88
tanker
8
11
6,872
8.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00209
niger_delta_chronic
2,019
riverine_community
3
male
1
fisher
2.16
sabotage_theft
7
20.1
793
44.3
1
1
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
0
1
NIG-00210
niger_delta_chronic
2,020
riverine_community
33
male
0
other
1.65
wellhead_blowout
12
35.5
788
6.2
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00211
niger_delta_chronic
2,020
peri_urban
40
male
0
farmer
0.5
sabotage_theft
11
94.3
555
39.8
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00212
niger_delta_chronic
2,023
peri_urban
44
male
0
trader
4.88
wellhead_blowout
8
133.7
1,395
3.9
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00213
niger_delta_chronic
2,013
rural_oilfield
39
female
0
fisher
9.66
sabotage_theft
11
5.5
1,206
7.3
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00214
niger_delta_chronic
2,021
rural_oilfield
39
female
0
farmer
1.47
wellhead_blowout
15
19.5
2,047
17.4
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00215
niger_delta_chronic
2,022
peri_urban
51
female
0
farmer
1.71
wellhead_blowout
4
16.8
2,007
36.3
1
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
NIG-00216
niger_delta_chronic
2,022
riverine_community
33
male
0
oil_worker
0.18
tanker
15
72.1
2,824
9.2
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00217
niger_delta_chronic
2,015
rural_oilfield
61
male
0
other
0.91
tanker
11
52.3
2,330
7.5
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00218
niger_delta_chronic
2,024
riverine_community
18
male
0
oil_worker
2.33
pipeline_rupture
4
13.8
2,016
13.2
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00219
niger_delta_chronic
2,016
riverine_community
15
female
0
oil_worker
0.48
sabotage_theft
12
134.2
728
22.1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00220
niger_delta_chronic
2,011
riverine_community
15
male
0
trader
2.17
pipeline_rupture
7
36.7
2,502
8.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00221
niger_delta_chronic
2,024
rural_oilfield
40
male
0
oil_worker
0.95
flowline_leak
10
35.6
1,039
10.9
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00222
niger_delta_chronic
2,021
riverine_community
17
male
0
trader
2.19
pipeline_rupture
12
53.1
7,761
4.8
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
NIG-00223
niger_delta_chronic
2,017
riverine_community
15
female
0
farmer
3.28
pipeline_rupture
1
19.7
1,449
7.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00224
niger_delta_chronic
2,012
peri_urban
38
male
0
fisher
0.99
pipeline_rupture
11
38.7
2,745
16
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00225
niger_delta_chronic
2,017
riverine_community
40
male
0
trader
1.87
sabotage_theft
10
19.7
642
34.5
1
0
0
1
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00226
niger_delta_chronic
2,022
rural_oilfield
24
female
0
farmer
1.08
flowline_leak
15
16.8
1,511
13.3
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00227
niger_delta_chronic
2,019
rural_oilfield
37
male
0
trader
6.19
flowline_leak
9
14.6
1,254
1.7
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
NIG-00228
niger_delta_chronic
2,011
peri_urban
1
male
1
fisher
6.76
wellhead_blowout
0
21.2
596
0.5
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00229
niger_delta_chronic
2,017
peri_urban
23
male
0
farmer
7.8
sabotage_theft
8
13.5
729
2.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00230
niger_delta_chronic
2,018
peri_urban
44
male
0
fisher
3.45
sabotage_theft
3
3.9
3,175
14
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
NIG-00231
niger_delta_chronic
2,013
riverine_community
17
male
0
oil_worker
2.51
flowline_leak
4
49.9
122
10.2
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
NIG-00232
niger_delta_chronic
2,020
peri_urban
23
male
0
other
2.37
pipeline_rupture
14
27.2
1,205
1.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00233
niger_delta_chronic
2,010
riverine_community
37
female
0
farmer
3.63
sabotage_theft
9
6.9
705
5.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00234
niger_delta_chronic
2,011
rural_oilfield
33
male
0
oil_worker
1.24
flowline_leak
0
14.6
1,491
10.8
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00235
niger_delta_chronic
2,014
rural_oilfield
20
male
0
trader
8.9
sabotage_theft
13
7.8
444
1.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
NIG-00236
niger_delta_chronic
2,011
rural_oilfield
12
male
1
farmer
1.54
wellhead_blowout
12
261.5
1,518
6.7
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
NIG-00237
niger_delta_chronic
2,015
rural_oilfield
53
male
0
fisher
5.96
sabotage_theft
11
3.1
306
2.4
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
NIG-00238
niger_delta_chronic
2,023
peri_urban
68
male
0
oil_worker
0.56
pipeline_rupture
5
26.5
7,432
33.7
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00239
niger_delta_chronic
2,012
riverine_community
49
female
0
other
0.28
pipeline_rupture
10
67.9
2,949
10.9
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
NIG-00240
niger_delta_chronic
2,012
rural_oilfield
36
female
0
oil_worker
1.59
pipeline_rupture
6
133.5
17,866
3.9
0
0
0
1
0
0
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
NIG-00241
niger_delta_chronic
2,013
riverine_community
41
male
0
farmer
1.83
sabotage_theft
14
7.4
3,735
4.7
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
NIG-00242
niger_delta_chronic
2,024
riverine_community
60
female
0
farmer
3.27
pipeline_rupture
15
24.6
1,198
4.4
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00243
niger_delta_chronic
2,014
riverine_community
1
female
1
farmer
1.35
wellhead_blowout
0
43.6
7,957
12.9
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
NIG-00244
niger_delta_chronic
2,024
rural_oilfield
47
male
0
oil_worker
7.28
sabotage_theft
0
8.9
980
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
NIG-00245
niger_delta_chronic
2,020
riverine_community
43
female
0
farmer
0.91
sabotage_theft
11
39
4,945
8
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00246
niger_delta_chronic
2,010
peri_urban
33
female
0
farmer
0.94
sabotage_theft
11
16.1
1,127
5.1
0
0
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00247
niger_delta_chronic
2,020
peri_urban
21
female
0
farmer
0.17
flowline_leak
10
109
6,408
7.4
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
NIG-00248
niger_delta_chronic
2,021
rural_oilfield
53
male
0
other
0.1
pipeline_rupture
17
109.2
6,258
11.9
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
NIG-00249
niger_delta_chronic
2,024
riverine_community
29
female
0
other
5.39
tanker
7
21.4
418
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00250
niger_delta_chronic
2,023
peri_urban
36
female
0
fisher
0.9
flowline_leak
10
70.1
292
11.7
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00251
niger_delta_chronic
2,012
peri_urban
10
female
1
other
1.88
pipeline_rupture
7
61.8
648
7.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00252
niger_delta_chronic
2,023
riverine_community
20
male
0
oil_worker
0.84
flowline_leak
4
109.9
5,533
14.8
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00253
niger_delta_chronic
2,012
peri_urban
22
male
0
oil_worker
0.25
pipeline_rupture
17
41.9
2,358
12.4
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00254
niger_delta_chronic
2,010
peri_urban
42
female
0
fisher
0.54
wellhead_blowout
2
45
1,097
6.1
0
1
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
1
0
0
0
1
NIG-00255
niger_delta_chronic
2,015
peri_urban
46
male
0
other
0.98
flowline_leak
2
50.4
866
32.4
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00256
niger_delta_chronic
2,014
peri_urban
21
male
0
oil_worker
4.95
pipeline_rupture
0
53.5
147
2.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00257
niger_delta_chronic
2,021
peri_urban
28
male
0
trader
0.1
tanker
7
34.6
6,624
17.8
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00258
niger_delta_chronic
2,010
rural_oilfield
49
female
0
farmer
1.08
flowline_leak
9
20.4
12,309
7.4
0
0
1
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
0
0
1
NIG-00259
niger_delta_chronic
2,010
rural_oilfield
41
male
0
oil_worker
1.29
flowline_leak
8
9
3,853
14.4
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00260
niger_delta_chronic
2,023
riverine_community
31
male
0
fisher
2.11
pipeline_rupture
2
51.4
4,120
4
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00261
niger_delta_chronic
2,019
peri_urban
29
male
0
farmer
0.1
tanker
0
57.7
2,827
48.3
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
1
1
0
0
0
1
NIG-00262
niger_delta_chronic
2,023
riverine_community
41
male
0
trader
1.25
sabotage_theft
16
137.4
2,237
7.8
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
NIG-00263
niger_delta_chronic
2,020
riverine_community
33
female
0
trader
0.97
pipeline_rupture
15
71.2
2,954
13.8
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
NIG-00264
niger_delta_chronic
2,018
riverine_community
20
female
0
trader
0.57
wellhead_blowout
7
48.6
548
12.9
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00265
niger_delta_chronic
2,010
rural_oilfield
38
female
0
oil_worker
4.3
pipeline_rupture
3
13.9
715
7
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00266
niger_delta_chronic
2,024
riverine_community
14
male
1
farmer
4.34
sabotage_theft
11
17.2
1,394
2.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00267
niger_delta_chronic
2,021
rural_oilfield
38
female
0
other
1.8
pipeline_rupture
2
23.8
710
5.5
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
1
NIG-00268
niger_delta_chronic
2,023
rural_oilfield
36
female
0
other
1.49
pipeline_rupture
11
92.8
1,293
6.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00269
niger_delta_chronic
2,016
peri_urban
31
male
0
oil_worker
0.13
sabotage_theft
7
117.9
1,823
13.1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00270
niger_delta_chronic
2,020
rural_oilfield
33
female
0
trader
2.95
tanker
11
31.9
1,016
3.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00271
niger_delta_chronic
2,019
riverine_community
48
female
0
trader
1.25
sabotage_theft
7
21.1
1,822
8.1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00272
niger_delta_chronic
2,013
peri_urban
40
male
0
trader
1.2
pipeline_rupture
0
73.3
957
37.7
1
0
0
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
NIG-00273
niger_delta_chronic
2,017
riverine_community
16
female
0
farmer
2.4
sabotage_theft
15
67.5
1,130
9.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
NIG-00274
niger_delta_chronic
2,019
peri_urban
45
female
0
trader
1.67
sabotage_theft
11
139.1
4,481
6.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00275
niger_delta_chronic
2,018
riverine_community
40
male
0
other
0.84
tanker
16
143.5
5,068
9.2
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00276
niger_delta_chronic
2,021
peri_urban
30
female
0
other
0.7
sabotage_theft
2
147.1
1,927
5.3
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
NIG-00277
niger_delta_chronic
2,016
riverine_community
24
female
0
farmer
0.38
pipeline_rupture
5
110.6
1,509
25.8
1
0
1
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
NIG-00278
niger_delta_chronic
2,016
peri_urban
2
female
1
other
0.97
sabotage_theft
9
84.2
973
16.6
1
0
0
1
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
1
0
0
NIG-00279
niger_delta_chronic
2,024
riverine_community
50
male
0
fisher
1.49
pipeline_rupture
1
25.1
2,127
4.7
0
1
0
1
1
1
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
NIG-00280
niger_delta_chronic
2,015
rural_oilfield
29
female
0
farmer
0.48
wellhead_blowout
8
49.8
692
11.3
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00281
niger_delta_chronic
2,017
riverine_community
15
male
0
other
2.83
flowline_leak
11
9.6
1,346
6.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00282
niger_delta_chronic
2,014
riverine_community
47
male
0
oil_worker
0.86
pipeline_rupture
4
48.7
809
23.8
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00283
niger_delta_chronic
2,010
peri_urban
61
male
0
other
1.92
sabotage_theft
17
66
3,254
7.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00284
niger_delta_chronic
2,021
riverine_community
35
female
0
oil_worker
1.46
flowline_leak
0
55.4
3,252
51.3
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00285
niger_delta_chronic
2,010
rural_oilfield
42
female
0
oil_worker
2.89
pipeline_rupture
10
6.6
622
3.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00286
niger_delta_chronic
2,022
peri_urban
33
female
0
trader
0.95
wellhead_blowout
0
41.8
8,008
34.1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00287
niger_delta_chronic
2,014
riverine_community
1
male
1
fisher
0.11
sabotage_theft
11
60.8
6,512
22.2
1
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00288
niger_delta_chronic
2,024
peri_urban
38
female
0
oil_worker
0.77
sabotage_theft
13
6.8
4,065
9.7
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
NIG-00289
niger_delta_chronic
2,023
riverine_community
50
female
0
trader
0.56
sabotage_theft
14
15.3
4,205
30.4
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00290
niger_delta_chronic
2,020
riverine_community
41
female
0
fisher
0.41
flowline_leak
10
33.6
1,452
7.4
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
NIG-00291
niger_delta_chronic
2,024
peri_urban
40
female
0
fisher
0.48
wellhead_blowout
14
50.4
11,466
26.8
1
1
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
1
0
0
1
1
NIG-00292
niger_delta_chronic
2,012
peri_urban
52
male
0
fisher
3.97
pipeline_rupture
7
13.5
435
3.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00293
niger_delta_chronic
2,011
peri_urban
44
male
0
fisher
1.54
tanker
3
97
3,824
6
0
1
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00294
niger_delta_chronic
2,015
rural_oilfield
20
male
0
other
3.2
sabotage_theft
12
13.7
2,530
2.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00295
niger_delta_chronic
2,013
peri_urban
38
female
0
other
2.42
sabotage_theft
3
23.8
1,679
6.1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00296
niger_delta_chronic
2,018
riverine_community
39
male
0
oil_worker
1.69
sabotage_theft
2
20.6
11,187
8.1
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
NIG-00297
niger_delta_chronic
2,016
rural_oilfield
29
female
0
fisher
1.65
wellhead_blowout
6
34.9
2,130
11.5
1
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
NIG-00298
niger_delta_chronic
2,010
rural_oilfield
13
male
1
fisher
4.18
flowline_leak
2
32.3
1,166
8.6
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
0
0
NIG-00299
niger_delta_chronic
2,014
peri_urban
29
male
0
farmer
0.35
pipeline_rupture
6
71.2
4,585
41.8
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1