Unnamed: 0
int64
event_id
int64
cik
int64
asset
int64
economic_flows
int64
none
int64
neutral
int64
negative
int64
positive
int64
reimbursement
int64
name
string
event_type
string
begin_date
string
cpi_adjusted_cost
float64
100
75
4,457
1
0
1
1
1
0
0
Hurricane Sandy (October 2012)
Tropical Cyclone
2012-10-30
88,453.9
101
138
4,904
1
1
0
0
1
0
1
Hurricane Harvey (August 2017)
Tropical Cyclone
2017-08-25
160,000
102
146
4,904
1
0
0
0
1
0
0
Central and Eastern Severe Weather (May 2018)
Severe Storm
2018-05-13
1,726.2
103
162
4,904
0
1
0
0
0
0
1
South and Southeast Severe Weather (May 2019)
Severe Storm
2019-05-07
1,862.4
104
184
4,904
0
1
0
0
1
0
0
Hurricane Hanna (July 2020)
Tropical Cyclone
2020-07-25
1,300.8
105
188
4,904
1
1
0
0
1
0
1
Hurricane Laura (August 2020)
Tropical Cyclone
2020-08-27
28,090.3
106
190
4,904
1
1
0
0
1
0
1
Hurricane Delta (October 2020)
Tropical Cyclone
2020-10-09
3,469.3
107
195
4,904
1
1
1
1
1
1
1
Northwest Central Eastern Winter Storm and Cold Wave (February 2021)
Winter Storm
2021-02-10
27,223.2
108
197
4,904
0
1
0
0
0
0
1
Eastern Severe Weather (March 2021)
Severe Storm
2021-03-27
1,601.9
109
223
4,904
1
1
0
0
1
0
1
Central Severe Weather (June 2022)
Severe Storm
2022-06-07
2,025.7
110
230
4,904
0
1
0
0
1
1
1
Central and Eastern Winter Storm and Cold Wave (December 2022)
Winter Storm
2022-12-21
8,951.7
111
237
4,904
0
1
0
0
1
0
0
Central and Eastern Severe Weather (April 2023)
Severe Storm
2023-04-04
2,956.1
112
239
4,904
0
1
0
0
0
0
1
Central and Southern Severe Weather (April 2023)
Severe Storm
2023-04-15
1,401.9
113
246
4,904
1
0
0
0
1
0
0
Southern Severe Weather (June 2023)
Severe Storm
2023-06-11
4,193.2
114
247
4,904
1
0
0
0
1
0
0
Central and Southern Severe Weather (June 2023)
Severe Storm
2023-06-15
3,918.7
115
26
4,904
0
1
0
0
1
0
0
Midwest/Mid-Atlantic Severe Weather (June 2008)
Severe Storm
2008-06-06
2,355.7
116
27
4,904
1
1
0
1
1
0
1
Hurricane Dolly (July 2008)
Tropical Cyclone
2008-07-23
1,812.2
117
28
4,904
1
1
0
0
1
0
1
Hurricane Gustav (September 2008)
Tropical Cyclone
2008-08-31
8,635.7
118
284
4,904
1
0
0
0
1
0
0
Hurricane Helene (September 2024)
Tropical Cyclone
2024-09-24
78,721
119
3
4,904
0
1
1
0
1
0
1
Hurricane Katrina (August 2005)
Tropical Cyclone
2005-08-25
201,297.5
120
30
4,904
1
1
0
0
1
0
1
Hurricane Ike (September 2008)
Tropical Cyclone
2008-09-12
43,198.4
121
4
4,904
1
0
0
0
1
0
0
Hurricane Rita (September 2005)
Tropical Cyclone
2005-09-20
29,415.2
122
43
4,904
0
1
0
0
1
0
0
Oklahoma Kansas and Texas Tornadoes and Severe Weather (May 2010)
Severe Storm
2010-05-10
4,834
123
47
4,904
0
1
0
0
1
0
0
Groundhog Day Blizzard (February 2011)
Winter Storm
2011-02-01
2,565.7
124
65
4,904
0
1
0
0
1
0
0
U.S. Drought/Heat Wave (2012)
Drought
2012-01-01
41,705.2
125
74
4,904
0
1
0
0
1
0
0
Hurricane Isaac (August 2012)
Tropical Cyclone
2012-08-26
3,786.1
126
138
4,962
0
1
0
0
1
0
0
Hurricane Harvey (August 2017)
Tropical Cyclone
2017-08-25
160,000
127
62
4,962
0
1
0
0
1
0
0
Hurricane Irene (August 2011)
Tropical Cyclone
2011-08-26
18,756.7
128
3
4,977
0
1
0
1
1
0
0
Hurricane Katrina (August 2005)
Tropical Cyclone
2005-08-25
201,297.5
129
30
4,977
0
1
0
0
1
0
0
Hurricane Ike (September 2008)
Tropical Cyclone
2008-09-12
43,198.4
130
4
4,977
0
1
0
1
1
0
0
Hurricane Rita (September 2005)
Tropical Cyclone
2005-09-20
29,415.2
131
75
5,117
1
0
0
0
1
0
0
Hurricane Sandy (October 2012)
Tropical Cyclone
2012-10-30
88,453.9
132
103
5,272
1
1
0
0
1
0
0
Western and Alaskan Wildfires (Summer-Fall 2015)
Wildfire
2015-06-01
3,996.9
133
117
5,272
1
1
0
0
1
0
0
Western/Southeast Wildfires (Summer-Fall 2016)
Wildfire
2016-06-01
3,137.5
134
134
5,272
1
1
0
0
1
0
0
Western Wildfires California Firestorm (Summer-Fall 2017)
Wildfire
2017-06-01
23,226.5
135
138
5,272
1
1
0
0
1
0
0
Hurricane Harvey (August 2017)
Tropical Cyclone
2017-08-25
160,000
136
139
5,272
1
1
0
0
1
0
0
Hurricane Irma (September 2017)
Tropical Cyclone
2017-09-06
64,000
137
140
5,272
1
1
0
0
1
0
0
Hurricane Maria (September 2017)
Tropical Cyclone
2017-09-19
115,200
138
147
5,272
1
1
0
0
1
0
1
Western Wildfires California Firestorm (Summer-Fall 2018)
Wildfire
2018-06-01
30,000
139
155
5,272
1
0
0
0
1
0
0
Hurricane Florence (September 2018)
Tropical Cyclone
2018-09-13
30,000
140
156
5,272
1
1
0
0
1
0
0
Hurricane Michael (October 2018)
Tropical Cyclone
2018-10-10
31,218.8
141
166
5,272
1
1
0
0
1
0
1
California and Alaska Wildfires (Summer-Fall 2019)
Wildfire
2019-06-01
5,535
142
168
5,272
1
1
0
0
1
0
0
Hurricane Dorian (September 2019)
Tropical Cyclone
2019-08-28
1,980.3
143
17
5,272
0
1
0
0
1
0
0
Western Wildfires (Summer 2007)
Wildfire
2007-06-01
4,139.4
144
170
5,272
1
1
0
0
1
0
0
Texas Tornadoes and Central Severe Weather (October 2019)
Severe Storm
2019-10-20
2,113.1
145
176
5,272
0
1
0
0
1
0
0
Southeast and Eastern Tornado Outbreak (April 2020)
Severe Storm
2020-04-12
4,236.2
146
185
5,272
1
1
0
0
1
1
0
Western Wildfires - California Oregon Washington Firestorms (Fall 2020)
Wildfire
2020-08-01
19,904.5
147
195
5,272
0
1
0
0
1
0
0
Northwest Central Eastern Winter Storm and Cold Wave (February 2021)
Winter Storm
2021-02-10
27,223.2
148
202
5,272
1
1
0
0
1
1
0
Western Wildfires (2021)
Wildfire
2021-06-01
12,064
149
21
5,272
0
1
0
0
1
0
0
Southeast Tornadoes and Severe Weather (February 2008)
Severe Storm
2008-02-05
1,805.3
150
216
5,272
0
1
0
0
1
0
0
Western Wildfires (Spring-Fall 2022)
Wildfire
2022-04-01
3,296.6
151
22
5,272
0
1
0
0
1
0
0
Southeast Tornadoes (March 2008)
Severe Storm
2008-03-14
1,673.9
152
23
5,272
0
1
0
0
1
0
0
Midwest Flooding (Summer 2008)
Flooding
2008-04-01
14,838
153
230
5,272
0
1
0
0
1
0
0
Central and Eastern Winter Storm and Cold Wave (December 2022)
Winter Storm
2022-12-21
8,951.7
154
25
5,272
0
1
0
0
1
0
0
Midwest Tornadoes and Severe Weather (May 2008)
Severe Storm
2008-05-22
4,423.1
155
28
5,272
0
1
0
0
1
0
0
Hurricane Gustav (September 2008)
Tropical Cyclone
2008-08-31
8,635.7
156
3
5,272
0
1
0
0
1
1
0
Hurricane Katrina (August 2005)
Tropical Cyclone
2005-08-25
201,297.5
157
30
5,272
0
1
0
0
1
0
0
Hurricane Ike (September 2008)
Tropical Cyclone
2008-09-12
43,198.4
158
4
5,272
0
1
0
0
1
1
0
Hurricane Rita (September 2005)
Tropical Cyclone
2005-09-20
29,415.2
159
41
5,272
0
1
0
0
1
0
0
Northeast Flooding (March 2010)
Flooding
2010-03-01
2,692.6
160
42
5,272
0
1
0
0
1
0
0
East/South Flooding and Severe Weather (May 2010)
Flooding
2010-04-30
3,308.8
161
45
5,272
0
1
0
0
1
0
0
Midwest/Northeast Severe Storms and Flooding (July 2010)
Severe Storm
2010-07-20
1,375.1
162
46
5,272
0
1
0
0
1
0
0
Arizona Severe Weather (October 2010)
Severe Storm
2010-10-05
5,472
163
5
5,272
0
1
0
0
0
1
0
Hurricane Wilma (October 2005)
Tropical Cyclone
2005-10-24
30,020
164
50
5,272
0
1
0
0
1
0
0
Midwest/Southeast Tornadoes and Derecho (April 2011)
Severe Storm
2011-04-04
3,885.3
165
51
5,272
0
1
0
0
1
0
0
Southeast/Midwest Tornadoes (April 2011)
Severe Storm
2011-04-08
3,051
166
52
5,272
0
1
0
0
1
0
0
Midwest/Southeast Tornadoes (April 2011)
Severe Storm
2011-04-14
2,882.9
167
54
5,272
0
1
0
0
1
0
0
Southeast/Ohio Valley/Midwest Tornadoes (April 2011)
Severe Storm
2011-04-25
14,310.7
168
56
5,272
0
1
0
0
1
0
0
Midwest/Southeast Tornadoes (May 2011)
Severe Storm
2011-05-22
12,735.6
169
58
5,272
0
1
0
0
1
0
0
Midwest/Southeast Tornadoes and Severe Weather (June 2011)
Severe Storm
2011-06-18
2,152.3
170
6
5,272
0
1
0
0
1
0
0
Numerous Wildfires (2006)
Wildfire
2006-01-01
2,332.8
171
61
5,272
0
1
0
0
1
0
0
Midwest/Southeast Severe Weather (August 17-18 2011)
Severe Storm
2011-08-17
1,600.4
172
62
5,272
0
1
0
0
1
0
0
Hurricane Irene (August 2011)
Tropical Cyclone
2011-08-26
18,756.7
173
65
5,272
0
1
0
0
1
0
0
U.S. Drought/Heat Wave (2012)
Drought
2012-01-01
41,705.2
174
74
5,272
0
1
0
0
1
0
0
Hurricane Isaac (August 2012)
Tropical Cyclone
2012-08-26
3,786.1
175
75
5,272
1
1
1
0
1
1
0
Hurricane Sandy (October 2012)
Tropical Cyclone
2012-10-30
88,453.9
176
3
5,513
0
1
0
0
1
1
1
Hurricane Katrina (August 2005)
Tropical Cyclone
2005-08-25
201,297.5
177
30
5,513
0
1
0
0
1
0
0
Hurricane Ike (September 2008)
Tropical Cyclone
2008-09-12
43,198.4
178
4
5,513
0
1
0
0
1
0
1
Hurricane Rita (September 2005)
Tropical Cyclone
2005-09-20
29,415.2
179
138
5,981
0
1
0
0
1
1
0
Hurricane Harvey (August 2017)
Tropical Cyclone
2017-08-25
160,000
180
139
5,981
0
1
0
0
1
1
0
Hurricane Irma (September 2017)
Tropical Cyclone
2017-09-06
64,000
181
140
5,981
0
1
0
0
0
1
0
Hurricane Maria (September 2017)
Tropical Cyclone
2017-09-19
115,200
182
158
5,981
0
1
0
0
1
0
0
Missouri River and North Central Flooding (March 2019)
Flooding
2019-03-14
13,408.9
183
159
5,981
0
1
0
0
1
0
0
Mississippi River Midwest and Southern Flooding (July 2019)
Flooding
2019-03-15
7,649.6
184
163
5,981
0
1
0
0
1
0
0
Central Severe Weather (May 2019)
Severe Storm
2019-05-16
1,196.9
185
182
5,981
0
1
0
0
1
0
0
Western/Central Drought and Heat Wave (Summer-Fall 2020)
Drought
2020-06-01
5,439.1
186
184
5,981
0
1
0
0
1
0
0
Hurricane Hanna (July 2020)
Tropical Cyclone
2020-07-25
1,300.8
187
188
5,981
0
1
0
0
1
0
0
Hurricane Laura (August 2020)
Tropical Cyclone
2020-08-27
28,090.3
188
19
5,981
0
1
0
0
0
1
0
U.S. Drought (2008)
Drought
2008-01-01
10,444.7
189
193
5,981
0
1
0
0
1
1
0
Western Drought and Heat Wave (2021)
Drought
2021-01-01
10,201.9
190
213
5,981
0
1
0
0
1
1
0
Western/Central Drought and Heat Wave (2022)
Drought
2022-01-01
23,480.6
191
228
5,981
0
1
0
0
1
1
0
Hurricane Ian (September 2022)
Tropical Cyclone
2022-09-28
119,626
192
30
5,981
0
1
0
0
0
1
0
Hurricane Ike (September 2008)
Tropical Cyclone
2008-09-12
43,198.4
193
48
5,981
0
1
0
0
1
1
0
Southern Plains/Southwest Drought and Heat Wave (Spring-Summer 2011)
Drought
2011-03-01
17,109.5
194
65
5,981
0
1
1
0
1
1
0
U.S. Drought/Heat Wave (2012)
Drought
2012-01-01
41,705.2
195
86
5,981
0
1
0
1
0
0
0
Western Drought (2014)
Drought
2014-01-01
5,334.8
196
96
5,981
0
1
0
0
0
1
0
Western Drought (2015)
Drought
2015-01-01
6,029.3
197
75
6,176
1
0
0
0
0
0
1
Hurricane Sandy (October 2012)
Tropical Cyclone
2012-10-30
88,453.9
198
138
6,201
0
1
0
0
1
0
0
Hurricane Harvey (August 2017)
Tropical Cyclone
2017-08-25
160,000
199
139
6,201
0
1
0
0
1
0
0
Hurricane Irma (September 2017)
Tropical Cyclone
2017-09-06
64,000