The backing theory for this notebook is proving that we will be able to use the government unit with the greatest number of fire incidents are the department's boundary. We will compare the department boundaries vs the chosen government unit for departments have have a validated boundary. Validated boundaries are those that have been deemed accurate by department administrators.
In [3]:
import psycopg2
from psycopg2.extras import RealDictCursor
import pandas as pd
# import geopandas as gpd
# from shapely import wkb
# from shapely.geometry import mapping as to_geojson
# import folium
pd.options.display.max_columns = None
pd.options.display.max_rows = None
#pd.set_option('display.float_format', lambda x: '%.3f' % x)
%matplotlib inline
/Users/joe/.pyenv/versions/2.7.14/envs/firecares-data/lib/python2.7/site-packages/psycopg2/__init__.py:144: UserWarning: The psycopg2 wheel package will be renamed from release 2.8; in order to keep installing from binary please use "pip install psycopg2-binary" instead. For details see: <http://initd.org/psycopg/docs/install.html#binary-install-from-pypi>.
""")
In [4]:
conn = psycopg2.connect('service=firecares')
nfirs = psycopg2.connect('service=nfirs')
In [5]:
q = """
select id, fdid, state, name
from firestation_firedepartment
where boundary_verified = true;
"""
with nfirs.cursor(cursor_factory=RealDictCursor) as c:
c.execute(q)
fds = c.fetchall()
In [14]:
q = """
with fires as (select * from joint_buildingfires
inner join joint_incidentaddress
using (fdid, inc_no, inc_date, state, exp_no)
where fdid = %(fdid)s and state = %(state)s
),
govt_units as (
select gu.name, gu.source, gu.id, gu.geom, fd.id as fc_id, fd.geom as fd_geom, ST_Distance(addr.geom, ST_Centroid(gu.geom)) as distance_to_headquarters
from firestation_firedepartment fd
inner join firecares_core_address addr
on addr.id = fd.headquarters_address_id
join usgs_governmentunits gu
on ST_Intersects(ST_Buffer(addr.geom, 0.05), gu.geom)
where
fd.fdid = %(fdid)s and fd.state = %(state)s and source != 'stateorterritoryhigh'
)
select gu.fc_id, count(fires), ST_Area(ST_SymDifference(gu.fd_geom, gu.geom)) / ST_Area(gu.fd_geom) as percent_difference_to_verified_boundary, ST_Area(gu.geom), gu.distance_to_headquarters, gu.name, gu.id, gu.source from fires
inner join govt_units gu
on ST_Intersects(fires.geom, gu.geom)
group by gu.name, gu.id, gu.geom, gu.source, gu.distance_to_headquarters, gu.fd_geom, gu.fc_id
order by (count(fires) / (select count(1) from fires)::float) desc;
"""
for fd in fds[62:]:
with nfirs.cursor(cursor_factory=RealDictCursor) as c:
print 'Analyzing: {} (id: {} fdid: {} {})'.format(fd['name'], fd['id'], fd['fdid'], fd['state'])
c.execute(q, dict(fdid=fd['fdid'], state=fd['state']))
items = c.fetchall()
df = pd.DataFrame(items)
df.to_csv('./boundary-incident-share-analysis-{}.csv'.format(fd['id']))
Analyzing: Fall River Fire Department (id: 81258 fdid: 05095 MA)
Analyzing: Florence Fire Rescue (id: 81599 fdid: 04101 AL)
Analyzing: Berkeley Heights Fire Department (id: 74867 fdid: 20001 NJ)
Analyzing: Orono Fire Department (id: 91180 fdid: J3820 ME)
Analyzing: Des Moines Fire Department (id: 79671 fdid: 77008 IA)
Analyzing: Marshfield Fire and Rescue Department (id: 87956 fdid: 71130 WI)
Analyzing: Flagler County Fire Rescue (id: 81531 fdid: 61091 FL)
Analyzing: Isleton Fire Department (id: 85026 fdid: 34055 CA)
Analyzing: Larchmont Fire Department (id: 86361 fdid: 60025 NY)
Analyzing: Henrietta Fire District (id: 84012 fdid: 28019 NY)
Analyzing: Delta Fire Protection District (id: 79597 fdid: 34130 CA)
Analyzing: St Louis Park Fire Department (id: 95940 fdid: 27229 MN)
Analyzing: Delta Township Fire Department (id: 79600 fdid: 02304 MI)
Analyzing: Berryhill Fire Protection District (id: 74913 fdid: 72010 OK)
In [7]:
from glob import glob
In [8]:
df = None
for f in glob("boundary-incident-share-analysis*.csv"):
if df is not None:
df = df.append(pd.read_csv(f))
else:
df = pd.read_csv(f)
In [9]:
df.rename(columns={'Unnamed: 0': 'rank'}, inplace=True)
selected_government_units = df[df['rank'] == 0].set_index('fc_id')
total_validated_department_count = len(selected_government_units)
perfect_fits = len(selected_government_units[selected_government_units['percent_difference_to_verified_boundary'] == 0])
In [10]:
print 'Perfect fits: {}/{} ({:.2%})'.format(perfect_fits, total_validated_department_count, float(perfect_fits) / total_validated_department_count)
print 'Machine-selected government unit area difference mean: {:.2%}'.format(df[df['rank'] == 0].percent_difference_to_verified_boundary.mean())
Perfect fits: 9/72 (12.50%)
Machine-selected government unit area difference mean: 4735.41%
In [16]:
selected_government_units['percent_difference_to_verified_boundary'].hist(bins=50)
Out[16]:
<matplotlib.axes._subplots.AxesSubplot at 0x10e6daa50>
In [12]:
selected_government_units
Out[12]:
rank
count
distance_to_headquarters
id
name
percent_difference_to_verified_boundary
source
st_area
fc_id
77563
0
224
0.167419
2767
Rock
40.650866
countyorequivalent
0.206519
91743
0
274
0.098442
437
Umatilla
150.793415
countyorequivalent
0.965036
91031
0
6328
0.221692
1643
Douglas
1.596610
countyorequivalent
0.094484
86361
0
108
0.011367
29070
Mamaroneck
12.031685
minorcivildivision
0.003894
84012
0
290
0.237685
568
Monroe
37.498549
countyorequivalent
0.392711
83153
0
3739
0.018845
1520
Guilford
3.974897
countyorequivalent
0.170418
75808
0
413
0.029862
1039
Bristol
0.000000
countyorequivalent
0.003432
93595
0
5189
0.171517
568
Monroe
31.825562
countyorequivalent
0.392711
91180
0
119
0.518612
1234
Penobscot
182.271096
countyorequivalent
1.058752
74867
0
83
0.009581
31385
Berkeley Heights
0.000000
minorcivildivision
0.001729
79600
0
343
0.229011
2333
Eaton
16.409179
countyorequivalent
0.164606
80460
0
728
0.009047
9797
Eau Claire
0.073399
incorporatedplace
0.010059
74913
0
35
0.449126
398
Creek OTSA
334.215865
nativeamericanarea
1.233810
77599
0
635
0.053241
2878
Champaign
43.193539
countyorequivalent
0.273272
74286
0
7459
0.010716
764
Baltimore
0.117396
incorporatedplace
0.024896
73310
0
767
0.012786
13076
Albany
0.781752
incorporatedplace
0.005213
95681
0
341
0.245160
641
Hartford
19.553127
countyorequivalent
0.210626
77887
0
506
0.315218
2244
Middlesex
200.015345
countyorequivalent
0.240215
78578
0
373
0.156079
1813
Merrimack
13.189641
countyorequivalent
0.274779
85026
0
3
0.007315
5560
Isleton
0.195980
incorporatedplace
0.000131
78801
0
620
0.046837
2605
Navarro
44.777732
countyorequivalent
0.268560
83442
0
444
0.081168
2282
New Haven
24.859456
countyorequivalent
0.240218
78792
0
3180
0.116860
3171
Nueces
1.580866
countyorequivalent
0.276303
89555
0
206
0.033858
2428
Salt Lake
64.694223
countyorequivalent
0.222697
79671
0
3888
0.095099
1543
Polk
5.672208
countyorequivalent
0.165680
81727
0
1009
0.056274
1468
Forsyth
0.000000
countyorequivalent
0.062634
81531
0
106
0.047294
2591
Flagler
0.130824
countyorequivalent
0.137514
81083
0
164
0.251992
775
Burlington
26.604040
countyorequivalent
0.223552
97144
0
514
0.232465
2941
Broward
35.745293
countyorequivalent
0.309274
73375
0
487
0.039507
36573
Alexandria
0.000000
minorcivildivision
0.004154
81134
0
606
1.161507
3129
Fairbanks North Star
601.710750
countyorequivalent
3.639504
81646
0
24
0.019080
6573
Folsom
0.198953
incorporatedplace
0.006515
98703
0
177
0.429854
2839
Milwaukee
88.719440
countyorequivalent
0.340192
88510
0
301
0.209874
1872
St. Louis
8.564414
countyorequivalent
0.140160
78423
0
308
0.180484
2385
Madison
49.213360
countyorequivalent
0.198976
83122
0
19
0.024143
9569
Greenfield
0.000000
incorporatedplace
0.003292
99191
0
68
0.065244
706
Kent
22.467300
countyorequivalent
0.052680
93480
0
1
0.015611
36080
Isleton
3.470353
minorcivildivision
0.034513
77263
0
237
0.119495
2244
Middlesex
35.627978
countyorequivalent
0.240215
93456
0
480
0.481909
651
Sandoval
35.327148
countyorequivalent
0.958284
97577
0
195
0.209921
2065
Summit
29.351002
countyorequivalent
0.116679
96872
0
180
0.064754
1616
Thomas
35.472896
countyorequivalent
0.134886
87956
0
111
0.002602
9539
Marshfield
0.000000
incorporatedplace
0.003964
91878
0
606
0.028927
46938
Petersburg
0.000000
minorcivildivision
0.006093
95940
0
381
0.145399
2612
Hennepin
54.918994
countyorequivalent
0.179298
77286
0
1385
0.052642
1898
Cherokee
0.000000
countyorequivalent
0.110104
92633
0
24
0.006830
1851
Powhatan
0.000000
countyorequivalent
0.069281
88441
0
189
0.257795
1225
Waukesha
15.155449
countyorequivalent
0.166050
82342
0
346
0.181044
568
Monroe
67.089010
countyorequivalent
0.392711
78827
0
148
0.078724
2521
Sacramento
5.317606
countyorequivalent
0.265762
78400
0
515
0.054989
2560
Brazos
10.881363
countyorequivalent
0.144119
81258
0
1633
0.034000
1713
Bristol
16.449735
countyorequivalent
0.193815
88532
0
4546
0.332285
2483
Miami-Dade
67.271971
countyorequivalent
0.565864
86287
0
382
0.058554
1001
Lancaster
132.802129
countyorequivalent
0.268898
84030
0
6
0.050931
36078
Galt
1.216894
minorcivildivision
0.054563
97886
0
119
0.367575
2514
Solano
17.331100
countyorequivalent
0.241611
86381
0
3329
0.133128
2531
Clark
55.745845
countyorequivalent
2.092515
76927
0
1261
0.115652
1577
Linn
9.070241
countyorequivalent
0.204158
81163
0
153
0.061684
40582
Fairfield-Suisun City
6.233082
minorcivildivision
0.064468
89517
0
1110
0.038061
2854
Delaware
13.374619
countyorequivalent
0.108502
77971
0
223
0.436250
250
Cherokee OTSA
300.997925
nativeamericanarea
1.807737
77030
0
30
0.024542
706
Kent
2.021010
countyorequivalent
0.052680
81599
0
524
0.104297
966
Lauderdale
24.035702
countyorequivalent
0.183811
78074
0
76
0.107575
1872
St. Louis
210.175480
countyorequivalent
0.140160
91406
0
513
0.327120
2593
Brevard
14.523513
countyorequivalent
0.370977
77197
0
6041
0.017857
3070
Mecklenburg
0.799577
countyorequivalent
0.140008
81159
0
431
0.143227
557
Fairfield
25.693946
countyorequivalent
0.232811
94144
0
420
0.119043
748
St. Tammany
13.635092
countyorequivalent
0.265297
78884
0
9
0.256400
2521
Sacramento
28.702336
countyorequivalent
0.265762
83388
0
204
0.177613
2606
Polk
100.285072
countyorequivalent
0.477500
77989
0
6036
0.170421
2531
Clark
0.078724
countyorequivalent
2.092515
92130
0
65
0.116170
1256
Kane
13.110619
countyorequivalent
0.147394
In [13]:
df.set_index('fc_id')
Out[13]:
rank
count
distance_to_headquarters
id
name
percent_difference_to_verified_boundary
source
st_area
fc_id
77563
0
224
0.167419
2767
Rock
4.065087e+01
countyorequivalent
0.206519
77563
1
221
0.016071
36694
Beloit
8.064430e-02
minorcivildivision
0.005021
77563
2
221
0.016071
10073
Beloit
8.064430e-02
incorporatedplace
0.005021
77563
3
2
0.064325
36693
Beloit
2.526538e+00
minorcivildivision
0.007633
77563
4
1
0.092490
10477
Rockton
3.138908e+00
minorcivildivision
0.010606
77563
5
1
0.086570
7730
Roscoe
1.593975e+00
incorporatedplace
0.002945
77563
6
1
0.218898
2387
Winnebago
3.062792e+01
countyorequivalent
0.146907
91743
0
274
0.098442
437
Umatilla
1.507934e+02
countyorequivalent
0.965036
91743
1
270
0.194801
22144
Pendleton
4.035100e+01
minorcivildivision
0.262468
91743
2
241
0.021430
11236
Pendleton
8.782634e-01
incorporatedplace
0.003222
91031
0
6328
0.221692
1643
Douglas
1.596610e+00
countyorequivalent
0.094484
91031
1
6027
0.105513
18656
Omaha
0.000000e+00
incorporatedplace
0.036387
91031
2
6027
0.105513
34883
Omaha
0.000000e+00
minorcivildivision
0.036387
91031
3
1
0.038991
2129
Carter Lake
1.015446e+00
incorporatedplace
0.000562
91031
4
1
0.071692
12157
Kane
1.139299e+00
minorcivildivision
0.005069
91031
5
1
0.402553
1987
Pottawattamie
8.343730e+00
countyorequivalent
0.267219
86361
0
108
0.011367
29070
Mamaroneck
1.203168e+01
minorcivildivision
0.003894
86361
1
108
0.224171
448
Westchester
4.638525e+02
countyorequivalent
0.138912
86361
2
106
0.002133
17500
Larchmont
0.000000e+00
incorporatedplace
0.000299
84012
0
290
0.237685
568
Monroe
3.749855e+01
countyorequivalent
0.392711
84012
1
265
0.019475
31131
Henrietta
7.032039e-09
minorcivildivision
0.010201
84012
2
10
0.078569
5917
Brighton
1.437522e+00
unincorporatedplace
0.004463
84012
3
10
0.078569
30522
Brighton
1.437522e+00
minorcivildivision
0.004463
84012
4
9
0.100707
17926
Rochester
2.043822e+00
incorporatedplace
0.010648
84012
5
9
0.100707
30521
Rochester
2.043822e+00
minorcivildivision
0.010648
83153
0
3739
0.018845
1520
Guilford
3.974897e+00
countyorequivalent
0.170418
83153
1
3594
0.045056
15085
Greensboro
0.000000e+00
incorporatedplace
0.034256
83153
2
2029
0.083209
30341
Morehead
3.169387e-01
minorcivildivision
0.023399
83153
3
1565
0.037916
30370
Gilmer
6.830613e-01
minorcivildivision
0.010857
83153
4
37
0.110950
30344
Jefferson
1.333398e+00
minorcivildivision
0.011421
83153
5
7
0.104297
30342
Monroe
1.211027e+00
minorcivildivision
0.007229
75808
0
413
0.029862
1039
Bristol
0.000000e+00
countyorequivalent
0.003432
75808
1
413
0.029862
10694
Bristol
0.000000e+00
incorporatedplace
0.003432
75808
2
413
0.029862
37462
Bristol
0.000000e+00
minorcivildivision
0.003432
93595
0
5189
0.171517
568
Monroe
3.182556e+01
countyorequivalent
0.392711
93595
1
5127
0.017422
17926
Rochester
1.577109e-01
incorporatedplace
0.010648
93595
2
5127
0.017422
30521
Rochester
1.577109e-01
minorcivildivision
0.010648
93595
3
23
0.044468
5917
Brighton
1.145465e+00
unincorporatedplace
0.004463
93595
4
23
0.044468
30522
Brighton
1.145465e+00
minorcivildivision
0.004463
93595
5
14
0.071351
31231
Irondequoit
1.396483e+00
minorcivildivision
0.004830
93595
6
14
0.071351
4828
Irondequoit
1.396483e+00
unincorporatedplace
0.004830
93595
7
3
0.101370
30523
Gates
1.363100e+00
minorcivildivision
0.004380
93595
8
3
0.157612
31475
Chili
1.926219e+00
minorcivildivision
0.011414
91180
0
119
0.518612
1234
Penobscot
1.822711e+02
countyorequivalent
1.058752
91180
1
115
0.043241
896
Orono
0.000000e+00
minorcivildivision
0.005777
91180
2
102
0.005796
1242
Orono
6.068044e-01
unincorporatedplace
0.002271
91180
3
2
0.084116
897
Old Town
3.210917e+00
minorcivildivision
0.012772
91180
4
2
0.084116
3063
Old Town
3.210917e+00
incorporatedplace
0.012772
74867
0
83
0.009581
31385
Berkeley Heights
0.000000e+00
minorcivildivision
0.001729
74867
1
83
0.126596
143
Union
1.581649e+01
countyorequivalent
0.029070
79600
0
343
0.229011
2333
Eaton
1.640918e+01
countyorequivalent
0.164606
79600
1
334
0.013665
7947
Delta
0.000000e+00
minorcivildivision
0.009455
79600
2
278
0.027164
2434
Waverly
7.252662e-01
unincorporatedplace
0.002598
79600
3
36
0.210000
2285
Clinton
1.835845e+01
countyorequivalent
0.164126
79600
4
23
0.070787
4897
Watertown
2.076919e+00
minorcivildivision
0.010182
79600
5
12
0.109199
91
Lansing
2.103495e+00
incorporatedplace
0.010434
79600
6
4
0.052538
4996
Lansing
1.087226e+00
minorcivildivision
0.000825
80460
0
728
0.009047
9797
Eau Claire
7.339930e-02
incorporatedplace
0.010059
80460
1
713
0.228295
3051
Eau Claire
1.858140e+01
countyorequivalent
0.189831
80460
2
702
0.002641
38261
Eau Claire
1.722006e-01
minorcivildivision
0.008851
80460
3
30
0.337282
3122
Chippewa
3.217805e+01
countyorequivalent
0.308151
80460
4
26
0.056059
36974
Eau Claire
9.011987e-01
minorcivildivision
0.001207
80460
5
8
0.114069
37709
Washington
2.633092e+00
minorcivildivision
0.016210
80460
6
2
0.103221
37710
Union
1.814295e+00
minorcivildivision
0.008096
74913
0
35
0.449126
398
Creek OTSA
3.342159e+02
nativeamericanarea
1.233810
74913
1
35
0.117915
516
Tulsa
4.035177e+01
countyorequivalent
0.152201
74913
2
35
0.108083
24604
Tulsa
2.896339e+01
minorcivildivision
0.110284
74913
3
17
0.022096
4268
Oakhurst
9.339606e-01
unincorporatedplace
0.001546
74913
4
3
0.156373
18445
Tulsa
1.516196e+01
incorporatedplace
0.052144
74913
5
2
0.076324
18440
Sand Springs
2.133643e+00
incorporatedplace
0.005406
77599
0
635
0.053241
2878
Champaign
4.319354e+01
countyorequivalent
0.273272
77599
1
621
0.027382
8542
Champaign
1.806437e-12
incorporatedplace
0.006184
77599
2
621
0.027382
35516
Champaign City
1.806437e-12
minorcivildivision
0.006184
77599
3
7
0.067110
35517
Champaign
1.821496e+00
minorcivildivision
0.005080
77599
4
6
0.048359
43327
Cunningham
1.525446e+00
minorcivildivision
0.003249
77599
5
6
0.048359
5122
Urbana
1.525446e+00
incorporatedplace
0.003249
77599
6
1
0.089198
43524
Hensley
2.335974e+00
minorcivildivision
0.008261
74286
0
7459
0.010716
764
Baltimore
1.173964e-01
incorporatedplace
0.024896
74286
1
7459
0.010716
2401
Baltimore
1.173964e-01
countyorequivalent
0.024896
74286
2
7459
0.010716
2732
Baltimore
1.173964e-01
minorcivildivision
0.024896
73310
0
767
0.012786
13076
Albany
7.817522e-01
incorporatedplace
0.005213
73310
1
756
0.591143
327
Linn
2.799422e+01
countyorequivalent
0.676558
73310
2
747
0.032746
22123
Albany
1.566131e+00
minorcivildivision
0.040593
73310
3
129
0.352950
574
Benton
8.676782e+00
countyorequivalent
0.198853
73310
4
127
0.049596
21682
North Albany
7.515723e-01
minorcivildivision
0.005957
73310
5
34
0.056886
11190
Millersburg
1.010990e+00
incorporatedplace
0.001375
95681
0
341
0.245160
641
Hartford
1.955313e+01
countyorequivalent
0.210626
95681
1
331
0.004489
41084
Southington
0.000000e+00
minorcivildivision
0.010248
95681
2
6
0.261066
2282
New Haven
2.444076e+01
countyorequivalent
0.240218
95681
3
1
0.095478
6359
Bristol
1.732715e+00
incorporatedplace
0.007509
95681
4
1
0.095478
41101
Bristol
1.732715e+00
minorcivildivision
0.007509
95681
5
1
0.068356
36272
Plainville
1.267267e+00
minorcivildivision
0.002739
77887
0
506
0.315218
2244
Middlesex
2.000153e+02
countyorequivalent
0.240215
77887
1
492
0.010133
1517
Somerville
0.000000e+00
incorporatedplace
0.001195
77887
2
492
0.010133
2042
Somerville
0.000000e+00
minorcivildivision
0.001195
77887
3
12
0.031102
2027
Cambridge
2.683596e+00
incorporatedplace
0.002012
77887
4
12
0.031102
2016
Cambridge
2.683596e+00
minorcivildivision
0.002012
77887
5
2
0.036952
1722
Medford
3.052694e+00
minorcivildivision
0.002453
77887
6
2
0.036952
1539
Medford
3.052694e+00
incorporatedplace
0.002453
77887
7
1
0.113664
1712
Suffolk
2.946759e+01
countyorequivalent
0.034019
77887
8
1
0.095002
2402
Boston
2.222117e+01
minorcivildivision
0.025359
77887
9
1
0.095002
1564
Boston
2.222117e+01
incorporatedplace
0.025359
78578
0
373
0.156079
1813
Merrimack
1.318964e+01
countyorequivalent
0.274779
78578
1
372
0.018676
18456
Concord
0.000000e+00
incorporatedplace
0.019365
78578
2
372
0.018676
30145
Concord
0.000000e+00
minorcivildivision
0.019365
85026
0
3
0.007315
5560
Isleton
1.959799e-01
incorporatedplace
0.000131
85026
1
3
0.015528
36080
Isleton
2.839006e+02
minorcivildivision
0.034513
85026
2
3
0.393362
2521
Sacramento
2.192813e+03
countyorequivalent
0.265762
78801
0
620
0.046837
2605
Navarro
4.477773e+01
countyorequivalent
0.268560
78801
1
617
0.049155
40009
Corsicana
1.411741e+01
minorcivildivision
0.088688
78801
2
585
0.011408
11589
Corsicana
0.000000e+00
incorporatedplace
0.005867
83442
0
444
0.081168
2282
New Haven
2.485946e+01
countyorequivalent
0.240218
83442
1
387
0.029491
43286
Hamden
0.000000e+00
minorcivildivision
0.009289
83442
2
3
0.083484
1128
North Haven
1.633719e+00
unincorporatedplace
0.005887
83442
3
3
0.083484
43250
North Haven
1.633719e+00
minorcivildivision
0.005887
83442
4
1
0.090355
36054
Cheshire
2.003614e+00
minorcivildivision
0.009323
83442
5
1
0.064188
35740
Bethany
1.645462e+00
minorcivildivision
0.005996
83442
6
1
0.129566
43829
Wallingford
2.197970e+00
minorcivildivision
0.011128
78792
0
3180
0.116860
3171
Nueces
1.580866e+00
countyorequivalent
0.276303
78792
1
3154
0.149747
14022
Corpus Christi
0.000000e+00
incorporatedplace
0.116066
78792
2
3067
0.094370
45799
Corpus Christi
9.758430e-01
minorcivildivision
0.083760
78792
3
70
0.225959
45780
Port Aransas
5.864821e-01
minorcivildivision
0.072223
89555
0
206
0.033858
2428
Salt Lake
6.469422e+01
countyorequivalent
0.222697
89555
1
197
0.034171
36344
Salt Lake City
2.549541e+01
minorcivildivision
0.089817
89555
2
121
0.017323
13985
Murray
0.000000e+00
incorporatedplace
0.003390
89555
3
35
0.052182
13192
Midvale
1.480385e+00
incorporatedplace
0.001628
89555
4
18
0.118310
13987
Salt Lake City
1.010602e+01
incorporatedplace
0.030869
89555
5
9
0.059993
13173
Taylorsville
1.882526e+00
incorporatedplace
0.002992
89555
6
7
0.065920
3079
Millcreek
2.111175e+00
unincorporatedplace
0.003767
89555
7
2
0.128260
13174
West Jordan
3.638426e+00
incorporatedplace
0.008944
89555
8
2
0.067270
13191
Holladay
1.644089e+00
incorporatedplace
0.002183
79671
0
3888
0.095099
1543
Polk
5.672208e+00
countyorequivalent
0.165680
79671
1
3876
0.049763
1160
Des Moines
0.000000e+00
incorporatedplace
0.025371
79671
2
1894
0.092844
10570
Des Moines
6.754758e-01
minorcivildivision
0.008234
79671
3
1391
0.006304
8786
Lee
7.164638e-01
minorcivildivision
0.007194
79671
4
485
0.120182
11100
Bloomfield
9.069495e-01
minorcivildivision
0.007897
79671
5
15
0.068737
11122
Delaware
1.119843e+00
minorcivildivision
0.004986
79671
6
15
0.094185
8819
Saylor
1.162768e+00
minorcivildivision
0.004316
79671
7
7
0.084673
11086
Allen
1.043381e+00
minorcivildivision
0.004067
79671
8
2
0.088354
9333
Four Mile
1.210823e+00
minorcivildivision
0.005349
79671
9
1
0.064628
1915
Pleasant Hill
1.102358e+00
incorporatedplace
0.002597
81727
0
1009
0.056274
1468
Forsyth
0.000000e+00
countyorequivalent
0.062634
81727
1
564
0.072461
42689
Cumming
5.284300e-01
minorcivildivision
0.029536
81727
2
133
0.063114
42688
Silver City
8.128317e-01
minorcivildivision
0.011723
81727
3
107
0.076698
6626
Cumming
9.740965e-01
incorporatedplace
0.001622
81727
4
100
0.088605
42690
Chestatee
8.374760e-01
minorcivildivision
0.010179
81531
0
106
0.047294
2591
Flagler
1.308237e-01
countyorequivalent
0.137514
81531
1
75
0.088284
42121
Bunnell
1.190632e-01
minorcivildivision
0.107260
81531
2
29
0.068297
7956
Palm Coast
8.129361e-01
incorporatedplace
0.023126
81531
3
23
0.093834
7957
Bunnell
7.256013e-01
incorporatedplace
0.033386
81083
0
164
0.251992
775
Burlington
2.660404e+01
countyorequivalent
0.223552
81083
1
162
0.040419
30022
Evesham
0.000000e+00
minorcivildivision
0.008099
81083
2
55
0.013787
3714
Marlton
8.910430e-01
unincorporatedplace
0.000882
81083
3
16
0.096890
799
Camden
8.644816e+00
countyorequivalent
0.061912
81083
4
12
0.075821
31620
Cherry Hill
1.816601e+00
minorcivildivision
0.006613
81083
5
1
0.058548
30697
Mount Laurel
1.740499e+00
minorcivildivision
0.005997
97144
0
514
0.232465
2941
Broward
3.574529e+01
countyorequivalent
0.309274
97144
1
484
0.101499
41280
Davie
1.407121e+00
minorcivildivision
0.019668
97144
2
465
0.049072
5969
Davie
2.309553e-02
incorporatedplace
0.008346
97144
3
16
0.051839
5972
Cooper City
1.226153e+00
incorporatedplace
0.001954
97144
4
13
0.086688
41182
Plantation
2.457296e+00
minorcivildivision
0.012405
97144
5
12
0.062605
5311
Plantation
1.599819e+00
incorporatedplace
0.005126
97144
6
11
0.110823
41266
Hollywood
3.027079e+00
minorcivildivision
0.017364
97144
7
5
0.120584
41183
Miramar-Pembroke Pines
2.870921e+00
minorcivildivision
0.015892
97144
8
4
0.118498
5959
Fort Lauderdale
2.007747e+00
incorporatedplace
0.008485
97144
9
2
0.083310
5938
Hollywood
1.851429e+00
incorporatedplace
0.007172
97144
10
1
0.113332
5288
Pembroke Pines
1.965700e+00
incorporatedplace
0.008133
97144
11
1
0.144073
41278
Fort Lauderdale
3.454307e+00
minorcivildivision
0.020662
97144
12
1
0.076121
5970
Dania Beach
1.229228e+00
incorporatedplace
0.001955
73375
0
487
0.039507
36573
Alexandria
0.000000e+00
minorcivildivision
0.004154
73375
1
487
0.039507
962
Alexandria
0.000000e+00
countyorequivalent
0.004154
73375
2
487
0.039507
14393
Alexandria
0.000000e+00
incorporatedplace
0.004154
73375
3
24
0.230237
2382
Fairfax
2.726983e+01
countyorequivalent
0.109134
73375
4
16
0.082572
46547
Arlington
2.687702e+00
minorcivildivision
0.007011
73375
5
16
0.082572
1773
Arlington
2.687702e+00
unincorporatedplace
0.007011
73375
6
16
0.082572
2082
Arlington
2.687702e+00
countyorequivalent
0.007011
73375
7
9
0.163884
36630
Mount Vernon
5.491200e+00
minorcivildivision
0.018658
73375
8
7
0.108719
36632
Lee
2.920229e+00
minorcivildivision
0.007977
73375
9
5
0.107766
86037
George Washington Memorial Parkway
1.623647e+00
reserve
0.002822
73375
10
4
0.075601
4674
Groveton
1.285045e+00
unincorporatedplace
0.001184
73375
11
3
0.037054
9915
Huntington
1.073092e+00
unincorporatedplace
0.000304
73375
12
2
0.081166
395
Fort Hunt
1.404610e+00
unincorporatedplace
0.001681
73375
13
1
0.093494
2636
District of Columbia
5.424493e+00
countyorequivalent
0.018381
73375
14
1
0.040447
3491
Belle Haven
1.184664e+00
unincorporatedplace
0.000767
73375
15
1
0.068467
966
Rose Hill
1.360416e+00
unincorporatedplace
0.001497
73375
16
1
0.093494
8586
Washington
5.424493e+00
incorporatedplace
0.018381
73375
17
1
0.093494
35662
Washington
5.424493e+00
minorcivildivision
0.018381
81134
0
606
1.161507
3129
Fairbanks North Star
6.017107e+02
countyorequivalent
3.639504
81134
1
606
2.212025
610
Doyon Alaska Native Regional Corporation
1.660778e+04
nativeamericanarea
100.293110
81134
2
606
1.161507
43531
Fairbanks North Star
6.017107e+02
minorcivildivision
3.639504
81134
3
572
0.070830
9263
Fairbanks
1.636272e+00
incorporatedplace
0.015919
81134
4
163
0.056939
31371
NaN
1.817228e+00
reserve
0.008817
81134
5
49
0.064480
18617
NaN
1.312660e+00
reserve
0.003880
81134
6
12
0.410944
86572
Fort Wainwright
1.174334e+02
reserve
0.704436
81134
7
5
0.101724
7355
College
2.557883e+00
unincorporatedplace
0.009407
81134
8
3
0.069369
8453
South Van Horn
1.690598e+00
unincorporatedplace
0.004170
81134
9
1
0.071105
3657
Farmers Loop
2.779332e+00
unincorporatedplace
0.010745
81646
0
24
0.019080
6573
Folsom
1.989530e-01
incorporatedplace
0.006515
81646
1
24
0.023788
40995
Folsom
1.293226e-02
minorcivildivision
0.008001
81646
2
24
0.282723
2521
Sacramento
3.193298e+01
countyorequivalent
0.265762
98703
0
177
0.429854
2839
Milwaukee
8.871944e+01
countyorequivalent
0.340192
98703
1
169
0.027857
9608
Wauwatosa
0.000000e+00
incorporatedplace
0.003792
98703
2
169
0.027857
39847
Wauwatosa
0.000000e+00
minorcivildivision
0.003792
98703
3
7
0.043740
9896
Milwaukee
8.309063e+00
incorporatedplace
0.027714
98703
4
7
0.043818
39930
Milwaukee
8.301202e+00
minorcivildivision
0.027684
98703
5
1
0.048851
39756
West Allis
1.860513e+00
minorcivildivision
0.003263
98703
6
1
0.048851
9609
West Allis
1.860513e+00
incorporatedplace
0.003263
88510
0
301
0.209874
1872
St. Louis
8.564414e+00
countyorequivalent
0.140160
88510
1
145
0.045347
32230
Wildhorse
7.392075e-01
minorcivildivision
0.003907
88510
2
97
0.026134
14968
Wildwood
9.620872e-01
incorporatedplace
0.017962
88510
3
43
0.043643
34930
Chesterfield
1.422575e+00
minorcivildivision
0.018972
88510
4
39
0.056536
19610
Ellisville
9.197102e-01
incorporatedplace
0.001177
88510
5
27
0.067945
31578
Meramec
1.805475e+00
minorcivildivision
0.016842
78423
0
308
0.180484
2385
Madison
4.921336e+01
countyorequivalent
0.198976
78423
1
296
0.033008
8841
Collinsville
1.832355e+00
minorcivildivision
0.009582
78423
2
292
0.020073
4999
Collinsville
0.000000e+00
incorporatedplace
0.003988
78423
3
32
0.207005
2409
St. Clair
4.587048e+01
countyorequivalent
0.180209
78423
4
25
0.054299
9665
Caseyville
3.169861e+00
minorcivildivision
0.009404
78423
5
6
0.061733
6934
Maryville
1.364441e+00
incorporatedplace
0.001453
78423
6
1
0.089498
6932
Pontoon Beach
1.845016e+00
incorporatedplace
0.003370
83122
0
19
0.024143
9569
Greenfield
0.000000e+00
incorporatedplace
0.003292
83122
1
19
0.024143
40038
Greenfield
0.000000e+00
minorcivildivision
0.003292
83122
2
19
0.451075
2839
Milwaukee
1.023499e+02
countyorequivalent
0.340192
99191
0
68
0.065244
706
Kent
2.246730e+01
countyorequivalent
0.052680
99191
1
65
0.010647
16256
West Warwick
0.000000e+00
minorcivildivision
0.002245
99191
2
2
0.173982
635
Providence
5.551124e+01
countyorequivalent
0.122369
99191
3
2
0.102625
14832
Warwick
7.215074e+00
incorporatedplace
0.013952
99191
4
2
0.102625
16189
Warwick
7.215074e+00
minorcivildivision
0.013952
99191
5
1
0.138810
16221
Coventry
8.786406e+00
minorcivildivision
0.017479
93480
0
1
0.015611
36080
Isleton
3.470353e+00
minorcivildivision
0.034513
93480
1
1
0.401068
2521
Sacramento
3.340125e+01
countyorequivalent
0.265762
77263
0
237
0.119495
2244
Middlesex
3.562798e+01
countyorequivalent
0.240215
77263
1
228
0.011000
1299
Chelmsford
0.000000e+00
minorcivildivision
0.006558
77263
2
3
0.050785
2026
Lowell
1.629637e+00
incorporatedplace
0.004129
77263
3
3
0.050785
2387
Lowell
1.629637e+00
minorcivildivision
0.004129
77263
4
2
0.093729
1688
Billerica
2.139037e+00
minorcivildivision
0.007470
93456
0
480
0.481909
651
Sandoval
3.532715e+01
countyorequivalent
0.958284
93456
1
471
0.120777
27653
Rio Rancho
3.356640e+00
minorcivildivision
0.106779
93456
2
436
0.067698
16564
Rio Rancho
0.000000e+00
incorporatedplace
0.026601
93456
3
6
0.032745
16565
Corrales
1.104333e+00
incorporatedplace
0.002775
93456
4
1
0.088513
69
Sandia Pueblo
1.375035e+00
nativeamericanarea
0.009976
97577
0
195
0.209921
2065
Summit
2.935100e+01
countyorequivalent
0.116679
97577
1
151
0.005394
16518
Twinsburg
0.000000e+00
incorporatedplace
0.003844
97577
2
151
0.005394
18478
Twinsburg
0.000000e+00
minorcivildivision
0.003844
97577
3
42
0.034160
18446
Twinsburg
1.476451e+00
minorcivildivision
0.001832
97577
4
12
0.015105
8590
Twinsburg Heights
1.020869e+00
unincorporatedplace
0.000080
97577
5
1
0.078359
27043
Northfield Center
1.388682e+00
minorcivildivision
0.001494
97577
6
1
0.079608
19219
Hudson
2.871459e+00
minorcivildivision
0.007195
97577
7
1
0.079608
16465
Hudson
2.871459e+00
incorporatedplace
0.007195
96872
0
180
0.064754
1616
Thomas
3.547290e+01
countyorequivalent
0.134886
96872
1
180
0.038975
42695
Thomasville
1.280917e+01
minorcivildivision
0.051070
96872
2
168
0.001659
6647
Thomasville
0.000000e+00
incorporatedplace
0.003698
87956
0
111
0.002602
9539
Marshfield
0.000000e+00
incorporatedplace
0.003964
87956
1
111
0.243576
2844
Wood
5.908160e+01
countyorequivalent
0.237032
87956
2
109
0.003401
46155
Marshfield
1.394359e-01
minorcivildivision
0.003411
87956
3
2
0.474649
3115
Marathon
1.180701e+02
countyorequivalent
0.465120
87956
4
2
0.064979
46127
Marshfield
2.212235e+00
minorcivildivision
0.004805
87956
5
2
0.036645
47076
Marshfield
8.605641e-01
minorcivildivision
0.000553
91878
0
606
0.028927
46938
Petersburg
0.000000e+00
minorcivildivision
0.006093
91878
1
606
0.028927
1853
Petersburg
0.000000e+00
countyorequivalent
0.006093
91878
2
606
0.028927
13385
Petersburg
0.000000e+00
incorporatedplace
0.006093
91878
3
12
0.284793
38698
Matoaca
1.080974e+01
minorcivildivision
0.059772
91878
4
12
0.234883
1070
Chesterfield
1.989523e+01
countyorequivalent
0.115131
91878
5
11
0.062342
7191
Matoaca
1.117139e+00
unincorporatedplace
0.000714
91878
6
5
0.274124
1036
Dinwiddie
2.284606e+01
countyorequivalent
0.133111
91878
7
4
0.186242
2115
Prince George
1.315705e+01
countyorequivalent
0.074075
91878
8
3
0.123074
37459
2
1.451742e+00
minorcivildivision
0.002753
91878
9
2
0.112517
37458
3
3.021868e+00
minorcivildivision
0.012320
91878
10
1
0.027186
4983
Ettrick
1.130076e+00
unincorporatedplace
0.000793
95940
0
381
0.145399
2612
Hennepin
5.491899e+01
countyorequivalent
0.179298
95940
1
371
0.022130
490
St. Louis Park
1.662714e-12
incorporatedplace
0.003206
95940
2
371
0.022130
33207
St. Louis Park
1.662714e-12
minorcivildivision
0.003206
95940
3
8
0.076644
1126
Minneapolis
6.294373e+00
incorporatedplace
0.016976
95940
4
8
0.076644
32808
Minneapolis
6.294373e+00
minorcivildivision
0.016976
77286
0
1385
0.052642
1898
Cherokee
0.000000e+00
countyorequivalent
0.110104
77286
1
270
0.047005
42640
Holly Springs
8.643940e-01
minorcivildivision
0.014931
77286
2
225
0.048440
42641
Canton
7.998515e-01
minorcivildivision
0.022037
77286
3
84
0.052595
5617
Canton
9.568725e-01
incorporatedplace
0.004749
77286
4
58
0.027801
5616
Holly Springs
9.846589e-01
incorporatedplace
0.001689
92633
0
24
0.006830
1851
Powhatan
0.000000e+00
countyorequivalent
0.069281
92633
1
6
0.056015
46744
4
7.825700e-01
minorcivildivision
0.015064
92633
2
6
0.100218
46745
5
6.462369e-01
minorcivildivision
0.024509
92633
3
2
0.050555
46743
3
8.797531e-01
minorcivildivision
0.008331
88441
0
189
0.257795
1225
Waukesha
1.515545e+01
countyorequivalent
0.166050
88441
1
186
0.037756
44316
Menomonee Falls
7.158873e-02
minorcivildivision
0.009546
88441
2
186
0.037756
11096
Menomonee Falls
7.158873e-02
incorporatedplace
0.009546
88441
3
3
0.259266
2786
Washington
1.319186e+01
countyorequivalent
0.125323
88441
4
2
0.097446
44025
Brookfield
1.767220e+00
minorcivildivision
0.007889
88441
5
2
0.097446
11163
Brookfield
1.767220e+00
incorporatedplace
0.007889
88441
6
2
0.044803
38006
Milwaukee
1.000803e+00
minorcivildivision
0.000008
88441
7
2
0.148362
9896
Milwaukee
3.691985e+00
incorporatedplace
0.027714
88441
8
1
0.088300
38157
Germantown
1.961049e+00
minorcivildivision
0.009885
88441
9
1
0.088300
11138
Germantown
1.961049e+00
incorporatedplace
0.009885
82342
0
346
0.181044
568
Monroe
6.708901e+01
countyorequivalent
0.392711
82342
1
286
0.028646
30523
Gates
2.441468e-01
minorcivildivision
0.004380
82342
2
100
0.044383
5062
North Gates
8.664626e-01
unincorporatedplace
0.000770
82342
3
49
0.028275
362
Gates
9.010405e-01
unincorporatedplace
0.000571
82342
4
29
0.073443
31475
Chili
2.644571e+00
minorcivildivision
0.011414
82342
5
20
0.089032
30521
Rochester
2.709148e+00
minorcivildivision
0.010648
82342
6
20
0.089032
17926
Rochester
2.709148e+00
incorporatedplace
0.010648
82342
7
1
0.112515
5917
Brighton
1.770432e+00
unincorporatedplace
0.004463
82342
8
1
0.112515
30522
Brighton
1.770432e+00
minorcivildivision
0.004463
78827
0
148
0.078724
2521
Sacramento
5.317606e+00
countyorequivalent
0.265762
78827
1
126
0.052474
6574
Elk Grove
7.320594e-01
incorporatedplace
0.011285
78827
2
83
0.070829
36079
Elk Grove
9.226545e-01
minorcivildivision
0.014506
78827
3
48
0.188831
36076
Sacramento
2.463076e+00
minorcivildivision
0.102320
78827
4
16
0.151243
36078
Galt
1.688721e+00
minorcivildivision
0.054563
78400
0
515
0.054989
2560
Brazos
1.088136e+01
countyorequivalent
0.144119
78400
1
497
0.021216
12860
College Station
2.704600e-02
incorporatedplace
0.012366
78400
2
401
0.060030
46465
Bryan-College Station
1.152629e+00
minorcivildivision
0.007681
78400
3
103
0.117816
46463
South Brazos
3.749570e+00
minorcivildivision
0.050282
78400
4
11
0.088266
12859
Bryan
1.906712e+00
incorporatedplace
0.011024
78400
5
9
0.172950
46462
West Brazos
2.777183e+00
minorcivildivision
0.023055
81258
0
1633
0.034000
1713
Bristol
1.644974e+01
countyorequivalent
0.193815
81258
1
1600
0.026199
2560
Fall River
4.364164e-02
minorcivildivision
0.011277
81258
2
1600
0.026199
2661
Fall River
4.364164e-02
incorporatedplace
0.011277
81258
3
11
0.161433
2404
Westport
2.618340e+00
minorcivildivision
0.018068
81258
4
10
0.046271
2416
Somerset
1.299802e+00
minorcivildivision
0.003334
81258
5
10
0.046271
5747
Somerset
1.299802e+00
unincorporatedplace
0.003334
81258
6
8
0.105533
2530
Freetown
1.914921e+00
minorcivildivision
0.010209
81258
7
1
0.099162
2415
Swansea
1.638298e+00
minorcivildivision
0.007090
88532
0
4546
0.332285
2483
Miami-Dade
6.727197e+01
countyorequivalent
0.565864
88532
1
4447
0.049638
43331
Miami
3.208120e+00
minorcivildivision
0.034276
88532
2
4248
0.007207
6003
Miami
5.785100e-01
incorporatedplace
0.013067
88532
3
54
0.109485
5188
Coral Gables
2.048119e+00
incorporatedplace
0.008690
88532
4
33
0.049766
488
Brownsville
1.064092e+00
unincorporatedplace
0.000532
88532
5
20
0.129137
43352
Miami Beach
3.449400e+00
minorcivildivision
0.020302
88532
6
19
0.082945
6004
Miami Beach
1.428020e+00
incorporatedplace
0.003548
88532
7
8
0.103401
43371
Key Biscayne
2.040097e+00
minorcivildivision
0.009223
86287
0
382
0.058554
1001
Lancaster
1.328021e+02
countyorequivalent
0.268898
86287
1
375
0.007590
12888
Lancaster
0.000000e+00
incorporatedplace
0.002010
86287
2
375
0.007590
17056
Lancaster
0.000000e+00
minorcivildivision
0.002010
86287
3
3
0.089755
17094
East Lampeter
3.712721e+00
minorcivildivision
0.005452
86287
4
2
0.058771
16230
Manheim
4.276402e+00
minorcivildivision
0.006584
86287
5
1
0.022057
17055
Lancaster
1.823197e+00
minorcivildivision
0.001654
86287
6
1
0.064929
16182
West Lampeter
3.258408e+00
minorcivildivision
0.004539
84030
0
6
0.050931
36078
Galt
1.216894e+00
minorcivildivision
0.054563
84030
1
6
0.187226
2521
Sacramento
9.678897e+00
countyorequivalent
0.265762
84030
2
4
0.008800
3585
Herald
9.155666e-01
unincorporatedplace
0.002107
97886
0
119
0.367575
2514
Solano
1.733110e+01
countyorequivalent
0.241611
97886
1
119
0.046265
40579
Vallejo
1.230566e+00
minorcivildivision
0.028908
97886
2
113
0.016241
5210
Vallejo
0.000000e+00
incorporatedplace
0.013180
86381
0
3329
0.133128
2531
Clark
5.574585e+01
countyorequivalent
2.092515
86381
1
3300
0.051649
30496
Las Vegas
2.831487e+00
minorcivildivision
0.123574
86381
2
3123
0.132850
18787
Las Vegas
9.430606e-02
incorporatedplace
0.035275
86381
3
54
0.126214
18786
North Las Vegas
1.717699e+00
incorporatedplace
0.026508
86381
4
27
0.091616
7875
Sunrise Manor
1.234459e+00
unincorporatedplace
0.008651
86381
5
14
0.094514
7942
Paradise
1.328253e+00
unincorporatedplace
0.012106
86381
6
5
0.039875
1954
Winchester
1.030465e+00
unincorporatedplace
0.001126
86381
7
3
0.266381
333
Las Vegas Indian Colony
1.040286e+00
nativeamericanarea
0.001621
76927
0
1261
0.115652
1577
Linn
9.070241e+00
countyorequivalent
0.204158
76927
1
1251
0.022190
2402
Cedar Rapids
1.983832e-12
incorporatedplace
0.020273
76927
2
1251
0.022190
12747
Cedar Rapids
1.983832e-12
minorcivildivision
0.020273
76927
3
4
0.133850
12717
Bertram
1.363167e+00
minorcivildivision
0.007363
81163
0
153
0.061684
40582
Fairfield-Suisun City
6.233082e+00
minorcivildivision
0.064468
81163
1
153
0.101583
2514
Solano
2.598460e+01
countyorequivalent
0.241611
81163
2
149
0.004371
4924
Fairfield
3.780732e-01
incorporatedplace
0.010033
81163
3
1
0.035144
5212
Suisun City
1.122881e+00
incorporatedplace
0.001110
89517
0
1110
0.038061
2854
Delaware
1.337462e+01
countyorequivalent
0.108502
89517
1
1064
0.004354
13568
Center
4.540970e-01
minorcivildivision
0.009518
89517
2
1061
0.009821
19265
City of Muncie
9.955738e-02
incorporatedplace
0.006913
89517
3
13
0.079745
13094
Monroe
2.098759e+00
minorcivildivision
0.008294
89517
4
5
0.077487
13040
Hamilton
2.061478e+00
minorcivildivision
0.008166
77971
0
223
0.436250
250
Cherokee OTSA
3.009979e+02
nativeamericanarea
1.807737
77971
1
223
0.060509
450
Rogers
2.991501e+01
countyorequivalent
0.185055
77971
2
217
0.048976
20565
Claremore
8.854198e+00
minorcivildivision
0.058986
77971
3
174
0.003224
12235
Claremore
5.705466e-01
incorporatedplace
0.003910
77971
4
1
0.052046
4253
Justice
1.367359e+00
unincorporatedplace
0.002305
77030
0
30
0.024542
706
Kent
2.021010e+00
countyorequivalent
0.052680
77030
1
29
0.108231
16221
Coventry
8.130265e-03
minorcivildivision
0.017479
77030
2
1
0.137000
14832
Warwick
1.799829e+00
incorporatedplace
0.013952
77030
3
1
0.137000
16189
Warwick
1.799829e+00
minorcivildivision
0.013952
81599
0
524
0.104297
966
Lauderdale
2.403570e+01
countyorequivalent
0.183811
81599
1
519
0.095420
41521
Florence
2.651716e+00
minorcivildivision
0.026028
81599
2
517
0.031957
5164
Florence
1.459299e-01
incorporatedplace
0.006709
81599
3
5
0.142346
41510
Oakland
4.609777e+00
minorcivildivision
0.027249
81599
4
1
0.043100
88306
NaN
9.860600e-01
reserve
0.000102
78074
0
76
0.107575
1872
St. Louis
2.101755e+02
countyorequivalent
0.140160
78074
1
65
0.008745
18638
Clayton
0.000000e+00
incorporatedplace
0.000664
78074
2
35
0.040228
34931
Clayton
6.467450e+00
minorcivildivision
0.004334
78074
3
34
0.024193
31563
Hadley
2.279837e+00
minorcivildivision
0.001472
78074
4
1
0.092343
33173
St. Louis
2.766013e+01
minorcivildivision
0.017695
78074
5
1
0.028257
32241
University
3.963101e+00
minorcivildivision
0.001967
78074
6
1
0.015896
19357
University City
3.384630e+00
incorporatedplace
0.001583
78074
7
1
0.046921
15005
Ladue
4.452628e+00
incorporatedplace
0.002292
78074
8
1
0.092343
2111
St. Louis
2.766013e+01
countyorequivalent
0.017695
78074
9
1
0.092343
18508
St. Louis
2.766013e+01
incorporatedplace
0.017695
91406
0
513
0.327120
2593
Brevard
1.452351e+01
countyorequivalent
0.370977
91406
1
496
0.015807
42127
Palm Bay
3.513172e-01
minorcivildivision
0.016069
91406
2
495
0.017387
6821
Palm Bay
3.208722e-01
incorporatedplace
0.016359
91406
3
5
0.053879
85512
Malabar Transmitter Annex
9.901282e-01
reserve
0.000236
91406
4
3
0.108801
42150
Malabar
1.727221e+00
minorcivildivision
0.020384
91406
5
1
0.070408
7914
Malabar
1.130672e+00
incorporatedplace
0.003147
91406
6
1
0.093826
6780
Grant-Valkaria
1.299395e+00
incorporatedplace
0.007171
77197
0
6041
0.017857
3070
Mecklenburg
7.995773e-01
countyorequivalent
0.140008
77197
1
5772
0.022302
28860
1, Charlotte
0.000000e+00
minorcivildivision
0.077800
77197
2
5772
0.022302
17675
Charlotte
0.000000e+00
incorporatedplace
0.077800
81159
0
431
0.143227
557
Fairfield
2.569395e+01
countyorequivalent
0.232811
81159
1
331
0.040709
35587
Fairfield
0.000000e+00
minorcivildivision
0.008721
81159
2
10
0.077905
6445
Bridgeport
1.619145e+00
incorporatedplace
0.005400
81159
3
10
0.077905
40352
Bridgeport
1.619145e+00
minorcivildivision
0.005400
81159
4
10
0.031535
1115
Southport
9.684198e-01
unincorporatedplace
0.000275
94144
0
420
0.119043
748
St. Tammany
1.363509e+01
countyorequivalent
0.265297
94144
1
142
0.076353
294
10
1.268721e+00
minorcivildivision
0.008579
94144
2
117
0.089768
292
4
1.587563e+00
minorcivildivision
0.017528
94144
3
111
0.030951
4595
Mandeville
9.055801e-01
incorporatedplace
0.001714
94144
4
102
0.090716
290
7
2.231449e+00
minorcivildivision
0.043378
94144
5
52
0.054555
288
5
9.380757e-01
minorcivildivision
0.003121
78884
0
9
0.256400
2521
Sacramento
2.870234e+01
countyorequivalent
0.265762
78884
1
7
0.167876
36080
Isleton
3.597146e+00
minorcivildivision
0.034513
78884
2
3
0.014198
9026
Courtland
9.463378e-01
unincorporatedplace
0.000480
78884
3
2
0.261119
36076
Sacramento
1.170236e+01
minorcivildivision
0.102320
83388
0
204
0.177613
2606
Polk
1.002851e+02
countyorequivalent
0.477500
83388
1
199
0.042519
42635
Haines City
1.940713e+01
minorcivildivision
0.095913
83388
2
190
0.006925
8059
Haines City
0.000000e+00
incorporatedplace
0.004714
83388
3
5
0.158660
42632
Winter Haven-Auburndale
7.729548e+00
minorcivildivision
0.032020
83388
4
2
0.062266
8365
Lake Hamilton
1.207865e+00
incorporatedplace
0.000980
77989
0
6036
0.170421
2531
Clark
7.872406e-02
countyorequivalent
2.092515
77989
1
5546
0.038040
30496
Las Vegas
1.012710e+00
minorcivildivision
0.123574
77989
2
2071
0.036404
7942
Paradise
9.937944e-01
unincorporatedplace
0.012106
77989
3
405
0.115689
9488
Enterprise
9.938130e-01
unincorporatedplace
0.012024
77989
4
308
0.030587
1954
Winchester
9.994213e-01
unincorporatedplace
0.001126
77989
5
219
0.159031
18787
Las Vegas
1.017195e+00
incorporatedplace
0.035275
92130
0
65
0.116170
1256
Kane
1.311062e+01
countyorequivalent
0.147394
92130
1
20
0.077028
12435
Rutland
1.786449e+00
minorcivildivision
0.010234
92130
2
19
0.058923
12436
Plato
9.662764e-02
minorcivildivision
0.009436
92130
3
15
0.054216
8268
Elgin
1.751493e+00
incorporatedplace
0.010671
92130
4
14
0.059155
14711
Elgin
1.878104e+00
minorcivildivision
0.009172
92130
5
14
0.073424
7594
Pingree Grove
9.010110e-01
incorporatedplace
0.001034
92130
6
1
0.066907
7630
Gilberts
1.149665e+00
incorporatedplace
0.001563
In [17]:
df.to_csv('./validated-boundary-vs-government-unit-incident-share.csv')
In [18]:
pd.read_csv('./validated-boundary-vs-government-unit-incident-share.csv')
Out[18]:
Unnamed: 0
rank
count
distance_to_headquarters
fc_id
id
name
percent_difference_to_verified_boundary
source
st_area
0
0
0
224
0.167419
77563
2767
Rock
4.065087e+01
countyorequivalent
0.206519
1
1
1
221
0.016071
77563
36694
Beloit
8.064430e-02
minorcivildivision
0.005021
2
2
2
221
0.016071
77563
10073
Beloit
8.064430e-02
incorporatedplace
0.005021
3
3
3
2
0.064325
77563
36693
Beloit
2.526538e+00
minorcivildivision
0.007633
4
4
4
1
0.092490
77563
10477
Rockton
3.138908e+00
minorcivildivision
0.010606
5
5
5
1
0.086570
77563
7730
Roscoe
1.593975e+00
incorporatedplace
0.002945
6
6
6
1
0.218898
77563
2387
Winnebago
3.062792e+01
countyorequivalent
0.146907
7
0
0
274
0.098442
91743
437
Umatilla
1.507934e+02
countyorequivalent
0.965036
8
1
1
270
0.194801
91743
22144
Pendleton
4.035100e+01
minorcivildivision
0.262468
9
2
2
241
0.021430
91743
11236
Pendleton
8.782634e-01
incorporatedplace
0.003222
10
0
0
6328
0.221692
91031
1643
Douglas
1.596610e+00
countyorequivalent
0.094484
11
1
1
6027
0.105513
91031
18656
Omaha
0.000000e+00
incorporatedplace
0.036387
12
2
2
6027
0.105513
91031
34883
Omaha
0.000000e+00
minorcivildivision
0.036387
13
3
3
1
0.038991
91031
2129
Carter Lake
1.015446e+00
incorporatedplace
0.000562
14
4
4
1
0.071692
91031
12157
Kane
1.139299e+00
minorcivildivision
0.005069
15
5
5
1
0.402553
91031
1987
Pottawattamie
8.343730e+00
countyorequivalent
0.267219
16
0
0
108
0.011367
86361
29070
Mamaroneck
1.203168e+01
minorcivildivision
0.003894
17
1
1
108
0.224171
86361
448
Westchester
4.638525e+02
countyorequivalent
0.138912
18
2
2
106
0.002133
86361
17500
Larchmont
0.000000e+00
incorporatedplace
0.000299
19
0
0
290
0.237685
84012
568
Monroe
3.749855e+01
countyorequivalent
0.392711
20
1
1
265
0.019475
84012
31131
Henrietta
7.032039e-09
minorcivildivision
0.010201
21
2
2
10
0.078569
84012
5917
Brighton
1.437522e+00
unincorporatedplace
0.004463
22
3
3
10
0.078569
84012
30522
Brighton
1.437522e+00
minorcivildivision
0.004463
23
4
4
9
0.100707
84012
17926
Rochester
2.043822e+00
incorporatedplace
0.010648
24
5
5
9
0.100707
84012
30521
Rochester
2.043822e+00
minorcivildivision
0.010648
25
0
0
3739
0.018845
83153
1520
Guilford
3.974897e+00
countyorequivalent
0.170418
26
1
1
3594
0.045056
83153
15085
Greensboro
0.000000e+00
incorporatedplace
0.034256
27
2
2
2029
0.083209
83153
30341
Morehead
3.169387e-01
minorcivildivision
0.023399
28
3
3
1565
0.037916
83153
30370
Gilmer
6.830613e-01
minorcivildivision
0.010857
29
4
4
37
0.110950
83153
30344
Jefferson
1.333398e+00
minorcivildivision
0.011421
30
5
5
7
0.104297
83153
30342
Monroe
1.211027e+00
minorcivildivision
0.007229
31
0
0
413
0.029862
75808
1039
Bristol
0.000000e+00
countyorequivalent
0.003432
32
1
1
413
0.029862
75808
10694
Bristol
0.000000e+00
incorporatedplace
0.003432
33
2
2
413
0.029862
75808
37462
Bristol
0.000000e+00
minorcivildivision
0.003432
34
0
0
5189
0.171517
93595
568
Monroe
3.182556e+01
countyorequivalent
0.392711
35
1
1
5127
0.017422
93595
17926
Rochester
1.577109e-01
incorporatedplace
0.010648
36
2
2
5127
0.017422
93595
30521
Rochester
1.577109e-01
minorcivildivision
0.010648
37
3
3
23
0.044468
93595
5917
Brighton
1.145465e+00
unincorporatedplace
0.004463
38
4
4
23
0.044468
93595
30522
Brighton
1.145465e+00
minorcivildivision
0.004463
39
5
5
14
0.071351
93595
31231
Irondequoit
1.396483e+00
minorcivildivision
0.004830
40
6
6
14
0.071351
93595
4828
Irondequoit
1.396483e+00
unincorporatedplace
0.004830
41
7
7
3
0.101370
93595
30523
Gates
1.363100e+00
minorcivildivision
0.004380
42
8
8
3
0.157612
93595
31475
Chili
1.926219e+00
minorcivildivision
0.011414
43
0
0
119
0.518612
91180
1234
Penobscot
1.822711e+02
countyorequivalent
1.058752
44
1
1
115
0.043241
91180
896
Orono
0.000000e+00
minorcivildivision
0.005777
45
2
2
102
0.005796
91180
1242
Orono
6.068044e-01
unincorporatedplace
0.002271
46
3
3
2
0.084116
91180
897
Old Town
3.210917e+00
minorcivildivision
0.012772
47
4
4
2
0.084116
91180
3063
Old Town
3.210917e+00
incorporatedplace
0.012772
48
0
0
83
0.009581
74867
31385
Berkeley Heights
0.000000e+00
minorcivildivision
0.001729
49
1
1
83
0.126596
74867
143
Union
1.581649e+01
countyorequivalent
0.029070
50
0
0
343
0.229011
79600
2333
Eaton
1.640918e+01
countyorequivalent
0.164606
51
1
1
334
0.013665
79600
7947
Delta
0.000000e+00
minorcivildivision
0.009455
52
2
2
278
0.027164
79600
2434
Waverly
7.252662e-01
unincorporatedplace
0.002598
53
3
3
36
0.210000
79600
2285
Clinton
1.835845e+01
countyorequivalent
0.164126
54
4
4
23
0.070787
79600
4897
Watertown
2.076919e+00
minorcivildivision
0.010182
55
5
5
12
0.109199
79600
91
Lansing
2.103495e+00
incorporatedplace
0.010434
56
6
6
4
0.052538
79600
4996
Lansing
1.087226e+00
minorcivildivision
0.000825
57
0
0
728
0.009047
80460
9797
Eau Claire
7.339930e-02
incorporatedplace
0.010059
58
1
1
713
0.228295
80460
3051
Eau Claire
1.858140e+01
countyorequivalent
0.189831
59
2
2
702
0.002641
80460
38261
Eau Claire
1.722006e-01
minorcivildivision
0.008851
60
3
3
30
0.337282
80460
3122
Chippewa
3.217805e+01
countyorequivalent
0.308151
61
4
4
26
0.056059
80460
36974
Eau Claire
9.011987e-01
minorcivildivision
0.001207
62
5
5
8
0.114069
80460
37709
Washington
2.633092e+00
minorcivildivision
0.016210
63
6
6
2
0.103221
80460
37710
Union
1.814295e+00
minorcivildivision
0.008096
64
0
0
35
0.449126
74913
398
Creek OTSA
3.342159e+02
nativeamericanarea
1.233810
65
1
1
35
0.117915
74913
516
Tulsa
4.035177e+01
countyorequivalent
0.152201
66
2
2
35
0.108083
74913
24604
Tulsa
2.896339e+01
minorcivildivision
0.110284
67
3
3
17
0.022096
74913
4268
Oakhurst
9.339606e-01
unincorporatedplace
0.001546
68
4
4
3
0.156373
74913
18445
Tulsa
1.516196e+01
incorporatedplace
0.052144
69
5
5
2
0.076324
74913
18440
Sand Springs
2.133643e+00
incorporatedplace
0.005406
70
0
0
635
0.053241
77599
2878
Champaign
4.319354e+01
countyorequivalent
0.273272
71
1
1
621
0.027382
77599
8542
Champaign
1.806437e-12
incorporatedplace
0.006184
72
2
2
621
0.027382
77599
35516
Champaign City
1.806437e-12
minorcivildivision
0.006184
73
3
3
7
0.067110
77599
35517
Champaign
1.821496e+00
minorcivildivision
0.005080
74
4
4
6
0.048359
77599
43327
Cunningham
1.525446e+00
minorcivildivision
0.003249
75
5
5
6
0.048359
77599
5122
Urbana
1.525446e+00
incorporatedplace
0.003249
76
6
6
1
0.089198
77599
43524
Hensley
2.335974e+00
minorcivildivision
0.008261
77
0
0
7459
0.010716
74286
764
Baltimore
1.173964e-01
incorporatedplace
0.024896
78
1
1
7459
0.010716
74286
2401
Baltimore
1.173964e-01
countyorequivalent
0.024896
79
2
2
7459
0.010716
74286
2732
Baltimore
1.173964e-01
minorcivildivision
0.024896
80
0
0
767
0.012786
73310
13076
Albany
7.817522e-01
incorporatedplace
0.005213
81
1
1
756
0.591143
73310
327
Linn
2.799422e+01
countyorequivalent
0.676558
82
2
2
747
0.032746
73310
22123
Albany
1.566131e+00
minorcivildivision
0.040593
83
3
3
129
0.352950
73310
574
Benton
8.676782e+00
countyorequivalent
0.198853
84
4
4
127
0.049596
73310
21682
North Albany
7.515723e-01
minorcivildivision
0.005957
85
5
5
34
0.056886
73310
11190
Millersburg
1.010990e+00
incorporatedplace
0.001375
86
0
0
341
0.245160
95681
641
Hartford
1.955313e+01
countyorequivalent
0.210626
87
1
1
331
0.004489
95681
41084
Southington
0.000000e+00
minorcivildivision
0.010248
88
2
2
6
0.261066
95681
2282
New Haven
2.444076e+01
countyorequivalent
0.240218
89
3
3
1
0.095478
95681
6359
Bristol
1.732715e+00
incorporatedplace
0.007509
90
4
4
1
0.095478
95681
41101
Bristol
1.732715e+00
minorcivildivision
0.007509
91
5
5
1
0.068356
95681
36272
Plainville
1.267267e+00
minorcivildivision
0.002739
92
0
0
506
0.315218
77887
2244
Middlesex
2.000153e+02
countyorequivalent
0.240215
93
1
1
492
0.010133
77887
1517
Somerville
0.000000e+00
incorporatedplace
0.001195
94
2
2
492
0.010133
77887
2042
Somerville
0.000000e+00
minorcivildivision
0.001195
95
3
3
12
0.031102
77887
2027
Cambridge
2.683596e+00
incorporatedplace
0.002012
96
4
4
12
0.031102
77887
2016
Cambridge
2.683596e+00
minorcivildivision
0.002012
97
5
5
2
0.036952
77887
1722
Medford
3.052694e+00
minorcivildivision
0.002453
98
6
6
2
0.036952
77887
1539
Medford
3.052694e+00
incorporatedplace
0.002453
99
7
7
1
0.113664
77887
1712
Suffolk
2.946759e+01
countyorequivalent
0.034019
100
8
8
1
0.095002
77887
2402
Boston
2.222117e+01
minorcivildivision
0.025359
101
9
9
1
0.095002
77887
1564
Boston
2.222117e+01
incorporatedplace
0.025359
102
0
0
373
0.156079
78578
1813
Merrimack
1.318964e+01
countyorequivalent
0.274779
103
1
1
372
0.018676
78578
18456
Concord
0.000000e+00
incorporatedplace
0.019365
104
2
2
372
0.018676
78578
30145
Concord
0.000000e+00
minorcivildivision
0.019365
105
0
0
3
0.007315
85026
5560
Isleton
1.959799e-01
incorporatedplace
0.000131
106
1
1
3
0.015528
85026
36080
Isleton
2.839006e+02
minorcivildivision
0.034513
107
2
2
3
0.393362
85026
2521
Sacramento
2.192813e+03
countyorequivalent
0.265762
108
0
0
620
0.046837
78801
2605
Navarro
4.477773e+01
countyorequivalent
0.268560
109
1
1
617
0.049155
78801
40009
Corsicana
1.411741e+01
minorcivildivision
0.088688
110
2
2
585
0.011408
78801
11589
Corsicana
0.000000e+00
incorporatedplace
0.005867
111
0
0
444
0.081168
83442
2282
New Haven
2.485946e+01
countyorequivalent
0.240218
112
1
1
387
0.029491
83442
43286
Hamden
0.000000e+00
minorcivildivision
0.009289
113
2
2
3
0.083484
83442
1128
North Haven
1.633719e+00
unincorporatedplace
0.005887
114
3
3
3
0.083484
83442
43250
North Haven
1.633719e+00
minorcivildivision
0.005887
115
4
4
1
0.090355
83442
36054
Cheshire
2.003614e+00
minorcivildivision
0.009323
116
5
5
1
0.064188
83442
35740
Bethany
1.645462e+00
minorcivildivision
0.005996
117
6
6
1
0.129566
83442
43829
Wallingford
2.197970e+00
minorcivildivision
0.011128
118
0
0
3180
0.116860
78792
3171
Nueces
1.580866e+00
countyorequivalent
0.276303
119
1
1
3154
0.149747
78792
14022
Corpus Christi
0.000000e+00
incorporatedplace
0.116066
120
2
2
3067
0.094370
78792
45799
Corpus Christi
9.758430e-01
minorcivildivision
0.083760
121
3
3
70
0.225959
78792
45780
Port Aransas
5.864821e-01
minorcivildivision
0.072223
122
0
0
206
0.033858
89555
2428
Salt Lake
6.469422e+01
countyorequivalent
0.222697
123
1
1
197
0.034171
89555
36344
Salt Lake City
2.549541e+01
minorcivildivision
0.089817
124
2
2
121
0.017323
89555
13985
Murray
0.000000e+00
incorporatedplace
0.003390
125
3
3
35
0.052182
89555
13192
Midvale
1.480385e+00
incorporatedplace
0.001628
126
4
4
18
0.118310
89555
13987
Salt Lake City
1.010602e+01
incorporatedplace
0.030869
127
5
5
9
0.059993
89555
13173
Taylorsville
1.882526e+00
incorporatedplace
0.002992
128
6
6
7
0.065920
89555
3079
Millcreek
2.111175e+00
unincorporatedplace
0.003767
129
7
7
2
0.128260
89555
13174
West Jordan
3.638426e+00
incorporatedplace
0.008944
130
8
8
2
0.067270
89555
13191
Holladay
1.644089e+00
incorporatedplace
0.002183
131
0
0
3888
0.095099
79671
1543
Polk
5.672208e+00
countyorequivalent
0.165680
132
1
1
3876
0.049763
79671
1160
Des Moines
0.000000e+00
incorporatedplace
0.025371
133
2
2
1894
0.092844
79671
10570
Des Moines
6.754758e-01
minorcivildivision
0.008234
134
3
3
1391
0.006304
79671
8786
Lee
7.164638e-01
minorcivildivision
0.007194
135
4
4
485
0.120182
79671
11100
Bloomfield
9.069495e-01
minorcivildivision
0.007897
136
5
5
15
0.068737
79671
11122
Delaware
1.119843e+00
minorcivildivision
0.004986
137
6
6
15
0.094185
79671
8819
Saylor
1.162768e+00
minorcivildivision
0.004316
138
7
7
7
0.084673
79671
11086
Allen
1.043381e+00
minorcivildivision
0.004067
139
8
8
2
0.088354
79671
9333
Four Mile
1.210823e+00
minorcivildivision
0.005349
140
9
9
1
0.064628
79671
1915
Pleasant Hill
1.102358e+00
incorporatedplace
0.002597
141
0
0
1009
0.056274
81727
1468
Forsyth
0.000000e+00
countyorequivalent
0.062634
142
1
1
564
0.072461
81727
42689
Cumming
5.284300e-01
minorcivildivision
0.029536
143
2
2
133
0.063114
81727
42688
Silver City
8.128317e-01
minorcivildivision
0.011723
144
3
3
107
0.076698
81727
6626
Cumming
9.740965e-01
incorporatedplace
0.001622
145
4
4
100
0.088605
81727
42690
Chestatee
8.374760e-01
minorcivildivision
0.010179
146
0
0
106
0.047294
81531
2591
Flagler
1.308237e-01
countyorequivalent
0.137514
147
1
1
75
0.088284
81531
42121
Bunnell
1.190632e-01
minorcivildivision
0.107260
148
2
2
29
0.068297
81531
7956
Palm Coast
8.129361e-01
incorporatedplace
0.023126
149
3
3
23
0.093834
81531
7957
Bunnell
7.256013e-01
incorporatedplace
0.033386
150
0
0
164
0.251992
81083
775
Burlington
2.660404e+01
countyorequivalent
0.223552
151
1
1
162
0.040419
81083
30022
Evesham
0.000000e+00
minorcivildivision
0.008099
152
2
2
55
0.013787
81083
3714
Marlton
8.910430e-01
unincorporatedplace
0.000882
153
3
3
16
0.096890
81083
799
Camden
8.644816e+00
countyorequivalent
0.061912
154
4
4
12
0.075821
81083
31620
Cherry Hill
1.816601e+00
minorcivildivision
0.006613
155
5
5
1
0.058548
81083
30697
Mount Laurel
1.740499e+00
minorcivildivision
0.005997
156
0
0
514
0.232465
97144
2941
Broward
3.574529e+01
countyorequivalent
0.309274
157
1
1
484
0.101499
97144
41280
Davie
1.407121e+00
minorcivildivision
0.019668
158
2
2
465
0.049072
97144
5969
Davie
2.309553e-02
incorporatedplace
0.008346
159
3
3
16
0.051839
97144
5972
Cooper City
1.226153e+00
incorporatedplace
0.001954
160
4
4
13
0.086688
97144
41182
Plantation
2.457296e+00
minorcivildivision
0.012405
161
5
5
12
0.062605
97144
5311
Plantation
1.599819e+00
incorporatedplace
0.005126
162
6
6
11
0.110823
97144
41266
Hollywood
3.027079e+00
minorcivildivision
0.017364
163
7
7
5
0.120584
97144
41183
Miramar-Pembroke Pines
2.870921e+00
minorcivildivision
0.015892
164
8
8
4
0.118498
97144
5959
Fort Lauderdale
2.007747e+00
incorporatedplace
0.008485
165
9
9
2
0.083310
97144
5938
Hollywood
1.851429e+00
incorporatedplace
0.007172
166
10
10
1
0.113332
97144
5288
Pembroke Pines
1.965700e+00
incorporatedplace
0.008133
167
11
11
1
0.144073
97144
41278
Fort Lauderdale
3.454307e+00
minorcivildivision
0.020662
168
12
12
1
0.076121
97144
5970
Dania Beach
1.229228e+00
incorporatedplace
0.001955
169
0
0
487
0.039507
73375
36573
Alexandria
0.000000e+00
minorcivildivision
0.004154
170
1
1
487
0.039507
73375
962
Alexandria
0.000000e+00
countyorequivalent
0.004154
171
2
2
487
0.039507
73375
14393
Alexandria
0.000000e+00
incorporatedplace
0.004154
172
3
3
24
0.230237
73375
2382
Fairfax
2.726983e+01
countyorequivalent
0.109134
173
4
4
16
0.082572
73375
46547
Arlington
2.687702e+00
minorcivildivision
0.007011
174
5
5
16
0.082572
73375
1773
Arlington
2.687702e+00
unincorporatedplace
0.007011
175
6
6
16
0.082572
73375
2082
Arlington
2.687702e+00
countyorequivalent
0.007011
176
7
7
9
0.163884
73375
36630
Mount Vernon
5.491200e+00
minorcivildivision
0.018658
177
8
8
7
0.108719
73375
36632
Lee
2.920229e+00
minorcivildivision
0.007977
178
9
9
5
0.107766
73375
86037
George Washington Memorial Parkway
1.623647e+00
reserve
0.002822
179
10
10
4
0.075601
73375
4674
Groveton
1.285045e+00
unincorporatedplace
0.001184
180
11
11
3
0.037054
73375
9915
Huntington
1.073092e+00
unincorporatedplace
0.000304
181
12
12
2
0.081166
73375
395
Fort Hunt
1.404610e+00
unincorporatedplace
0.001681
182
13
13
1
0.093494
73375
2636
District of Columbia
5.424493e+00
countyorequivalent
0.018381
183
14
14
1
0.040447
73375
3491
Belle Haven
1.184664e+00
unincorporatedplace
0.000767
184
15
15
1
0.068467
73375
966
Rose Hill
1.360416e+00
unincorporatedplace
0.001497
185
16
16
1
0.093494
73375
8586
Washington
5.424493e+00
incorporatedplace
0.018381
186
17
17
1
0.093494
73375
35662
Washington
5.424493e+00
minorcivildivision
0.018381
187
0
0
606
1.161507
81134
3129
Fairbanks North Star
6.017107e+02
countyorequivalent
3.639504
188
1
1
606
2.212025
81134
610
Doyon Alaska Native Regional Corporation
1.660778e+04
nativeamericanarea
100.293110
189
2
2
606
1.161507
81134
43531
Fairbanks North Star
6.017107e+02
minorcivildivision
3.639504
190
3
3
572
0.070830
81134
9263
Fairbanks
1.636272e+00
incorporatedplace
0.015919
191
4
4
163
0.056939
81134
31371
NaN
1.817228e+00
reserve
0.008817
192
5
5
49
0.064480
81134
18617
NaN
1.312660e+00
reserve
0.003880
193
6
6
12
0.410944
81134
86572
Fort Wainwright
1.174334e+02
reserve
0.704436
194
7
7
5
0.101724
81134
7355
College
2.557883e+00
unincorporatedplace
0.009407
195
8
8
3
0.069369
81134
8453
South Van Horn
1.690598e+00
unincorporatedplace
0.004170
196
9
9
1
0.071105
81134
3657
Farmers Loop
2.779332e+00
unincorporatedplace
0.010745
197
0
0
24
0.019080
81646
6573
Folsom
1.989530e-01
incorporatedplace
0.006515
198
1
1
24
0.023788
81646
40995
Folsom
1.293226e-02
minorcivildivision
0.008001
199
2
2
24
0.282723
81646
2521
Sacramento
3.193298e+01
countyorequivalent
0.265762
200
0
0
177
0.429854
98703
2839
Milwaukee
8.871944e+01
countyorequivalent
0.340192
201
1
1
169
0.027857
98703
9608
Wauwatosa
0.000000e+00
incorporatedplace
0.003792
202
2
2
169
0.027857
98703
39847
Wauwatosa
0.000000e+00
minorcivildivision
0.003792
203
3
3
7
0.043740
98703
9896
Milwaukee
8.309063e+00
incorporatedplace
0.027714
204
4
4
7
0.043818
98703
39930
Milwaukee
8.301202e+00
minorcivildivision
0.027684
205
5
5
1
0.048851
98703
39756
West Allis
1.860513e+00
minorcivildivision
0.003263
206
6
6
1
0.048851
98703
9609
West Allis
1.860513e+00
incorporatedplace
0.003263
207
0
0
301
0.209874
88510
1872
St. Louis
8.564414e+00
countyorequivalent
0.140160
208
1
1
145
0.045347
88510
32230
Wildhorse
7.392075e-01
minorcivildivision
0.003907
209
2
2
97
0.026134
88510
14968
Wildwood
9.620872e-01
incorporatedplace
0.017962
210
3
3
43
0.043643
88510
34930
Chesterfield
1.422575e+00
minorcivildivision
0.018972
211
4
4
39
0.056536
88510
19610
Ellisville
9.197102e-01
incorporatedplace
0.001177
212
5
5
27
0.067945
88510
31578
Meramec
1.805475e+00
minorcivildivision
0.016842
213
0
0
308
0.180484
78423
2385
Madison
4.921336e+01
countyorequivalent
0.198976
214
1
1
296
0.033008
78423
8841
Collinsville
1.832355e+00
minorcivildivision
0.009582
215
2
2
292
0.020073
78423
4999
Collinsville
0.000000e+00
incorporatedplace
0.003988
216
3
3
32
0.207005
78423
2409
St. Clair
4.587048e+01
countyorequivalent
0.180209
217
4
4
25
0.054299
78423
9665
Caseyville
3.169861e+00
minorcivildivision
0.009404
218
5
5
6
0.061733
78423
6934
Maryville
1.364441e+00
incorporatedplace
0.001453
219
6
6
1
0.089498
78423
6932
Pontoon Beach
1.845016e+00
incorporatedplace
0.003370
220
0
0
19
0.024143
83122
9569
Greenfield
0.000000e+00
incorporatedplace
0.003292
221
1
1
19
0.024143
83122
40038
Greenfield
0.000000e+00
minorcivildivision
0.003292
222
2
2
19
0.451075
83122
2839
Milwaukee
1.023499e+02
countyorequivalent
0.340192
223
0
0
68
0.065244
99191
706
Kent
2.246730e+01
countyorequivalent
0.052680
224
1
1
65
0.010647
99191
16256
West Warwick
0.000000e+00
minorcivildivision
0.002245
225
2
2
2
0.173982
99191
635
Providence
5.551124e+01
countyorequivalent
0.122369
226
3
3
2
0.102625
99191
14832
Warwick
7.215074e+00
incorporatedplace
0.013952
227
4
4
2
0.102625
99191
16189
Warwick
7.215074e+00
minorcivildivision
0.013952
228
5
5
1
0.138810
99191
16221
Coventry
8.786406e+00
minorcivildivision
0.017479
229
0
0
1
0.015611
93480
36080
Isleton
3.470353e+00
minorcivildivision
0.034513
230
1
1
1
0.401068
93480
2521
Sacramento
3.340125e+01
countyorequivalent
0.265762
231
0
0
237
0.119495
77263
2244
Middlesex
3.562798e+01
countyorequivalent
0.240215
232
1
1
228
0.011000
77263
1299
Chelmsford
0.000000e+00
minorcivildivision
0.006558
233
2
2
3
0.050785
77263
2026
Lowell
1.629637e+00
incorporatedplace
0.004129
234
3
3
3
0.050785
77263
2387
Lowell
1.629637e+00
minorcivildivision
0.004129
235
4
4
2
0.093729
77263
1688
Billerica
2.139037e+00
minorcivildivision
0.007470
236
0
0
480
0.481909
93456
651
Sandoval
3.532715e+01
countyorequivalent
0.958284
237
1
1
471
0.120777
93456
27653
Rio Rancho
3.356640e+00
minorcivildivision
0.106779
238
2
2
436
0.067698
93456
16564
Rio Rancho
0.000000e+00
incorporatedplace
0.026601
239
3
3
6
0.032745
93456
16565
Corrales
1.104333e+00
incorporatedplace
0.002775
240
4
4
1
0.088513
93456
69
Sandia Pueblo
1.375035e+00
nativeamericanarea
0.009976
241
0
0
195
0.209921
97577
2065
Summit
2.935100e+01
countyorequivalent
0.116679
242
1
1
151
0.005394
97577
16518
Twinsburg
0.000000e+00
incorporatedplace
0.003844
243
2
2
151
0.005394
97577
18478
Twinsburg
0.000000e+00
minorcivildivision
0.003844
244
3
3
42
0.034160
97577
18446
Twinsburg
1.476451e+00
minorcivildivision
0.001832
245
4
4
12
0.015105
97577
8590
Twinsburg Heights
1.020869e+00
unincorporatedplace
0.000080
246
5
5
1
0.078359
97577
27043
Northfield Center
1.388682e+00
minorcivildivision
0.001494
247
6
6
1
0.079608
97577
19219
Hudson
2.871459e+00
minorcivildivision
0.007195
248
7
7
1
0.079608
97577
16465
Hudson
2.871459e+00
incorporatedplace
0.007195
249
0
0
180
0.064754
96872
1616
Thomas
3.547290e+01
countyorequivalent
0.134886
250
1
1
180
0.038975
96872
42695
Thomasville
1.280917e+01
minorcivildivision
0.051070
251
2
2
168
0.001659
96872
6647
Thomasville
0.000000e+00
incorporatedplace
0.003698
252
0
0
111
0.002602
87956
9539
Marshfield
0.000000e+00
incorporatedplace
0.003964
253
1
1
111
0.243576
87956
2844
Wood
5.908160e+01
countyorequivalent
0.237032
254
2
2
109
0.003401
87956
46155
Marshfield
1.394359e-01
minorcivildivision
0.003411
255
3
3
2
0.474649
87956
3115
Marathon
1.180701e+02
countyorequivalent
0.465120
256
4
4
2
0.064979
87956
46127
Marshfield
2.212235e+00
minorcivildivision
0.004805
257
5
5
2
0.036645
87956
47076
Marshfield
8.605641e-01
minorcivildivision
0.000553
258
0
0
606
0.028927
91878
46938
Petersburg
0.000000e+00
minorcivildivision
0.006093
259
1
1
606
0.028927
91878
1853
Petersburg
0.000000e+00
countyorequivalent
0.006093
260
2
2
606
0.028927
91878
13385
Petersburg
0.000000e+00
incorporatedplace
0.006093
261
3
3
12
0.284793
91878
38698
Matoaca
1.080974e+01
minorcivildivision
0.059772
262
4
4
12
0.234883
91878
1070
Chesterfield
1.989523e+01
countyorequivalent
0.115131
263
5
5
11
0.062342
91878
7191
Matoaca
1.117139e+00
unincorporatedplace
0.000714
264
6
6
5
0.274124
91878
1036
Dinwiddie
2.284606e+01
countyorequivalent
0.133111
265
7
7
4
0.186242
91878
2115
Prince George
1.315705e+01
countyorequivalent
0.074075
266
8
8
3
0.123074
91878
37459
2
1.451742e+00
minorcivildivision
0.002753
267
9
9
2
0.112517
91878
37458
3
3.021868e+00
minorcivildivision
0.012320
268
10
10
1
0.027186
91878
4983
Ettrick
1.130076e+00
unincorporatedplace
0.000793
269
0
0
381
0.145399
95940
2612
Hennepin
5.491899e+01
countyorequivalent
0.179298
270
1
1
371
0.022130
95940
490
St. Louis Park
1.662714e-12
incorporatedplace
0.003206
271
2
2
371
0.022130
95940
33207
St. Louis Park
1.662714e-12
minorcivildivision
0.003206
272
3
3
8
0.076644
95940
1126
Minneapolis
6.294373e+00
incorporatedplace
0.016976
273
4
4
8
0.076644
95940
32808
Minneapolis
6.294373e+00
minorcivildivision
0.016976
274
0
0
1385
0.052642
77286
1898
Cherokee
0.000000e+00
countyorequivalent
0.110104
275
1
1
270
0.047005
77286
42640
Holly Springs
8.643940e-01
minorcivildivision
0.014931
276
2
2
225
0.048440
77286
42641
Canton
7.998515e-01
minorcivildivision
0.022037
277
3
3
84
0.052595
77286
5617
Canton
9.568725e-01
incorporatedplace
0.004749
278
4
4
58
0.027801
77286
5616
Holly Springs
9.846589e-01
incorporatedplace
0.001689
279
0
0
24
0.006830
92633
1851
Powhatan
0.000000e+00
countyorequivalent
0.069281
280
1
1
6
0.056015
92633
46744
4
7.825700e-01
minorcivildivision
0.015064
281
2
2
6
0.100218
92633
46745
5
6.462369e-01
minorcivildivision
0.024509
282
3
3
2
0.050555
92633
46743
3
8.797531e-01
minorcivildivision
0.008331
283
0
0
189
0.257795
88441
1225
Waukesha
1.515545e+01
countyorequivalent
0.166050
284
1
1
186
0.037756
88441
44316
Menomonee Falls
7.158873e-02
minorcivildivision
0.009546
285
2
2
186
0.037756
88441
11096
Menomonee Falls
7.158873e-02
incorporatedplace
0.009546
286
3
3
3
0.259266
88441
2786
Washington
1.319186e+01
countyorequivalent
0.125323
287
4
4
2
0.097446
88441
44025
Brookfield
1.767220e+00
minorcivildivision
0.007889
288
5
5
2
0.097446
88441
11163
Brookfield
1.767220e+00
incorporatedplace
0.007889
289
6
6
2
0.044803
88441
38006
Milwaukee
1.000803e+00
minorcivildivision
0.000008
290
7
7
2
0.148362
88441
9896
Milwaukee
3.691985e+00
incorporatedplace
0.027714
291
8
8
1
0.088300
88441
38157
Germantown
1.961049e+00
minorcivildivision
0.009885
292
9
9
1
0.088300
88441
11138
Germantown
1.961049e+00
incorporatedplace
0.009885
293
0
0
346
0.181044
82342
568
Monroe
6.708901e+01
countyorequivalent
0.392711
294
1
1
286
0.028646
82342
30523
Gates
2.441468e-01
minorcivildivision
0.004380
295
2
2
100
0.044383
82342
5062
North Gates
8.664626e-01
unincorporatedplace
0.000770
296
3
3
49
0.028275
82342
362
Gates
9.010405e-01
unincorporatedplace
0.000571
297
4
4
29
0.073443
82342
31475
Chili
2.644571e+00
minorcivildivision
0.011414
298
5
5
20
0.089032
82342
30521
Rochester
2.709148e+00
minorcivildivision
0.010648
299
6
6
20
0.089032
82342
17926
Rochester
2.709148e+00
incorporatedplace
0.010648
300
7
7
1
0.112515
82342
5917
Brighton
1.770432e+00
unincorporatedplace
0.004463
301
8
8
1
0.112515
82342
30522
Brighton
1.770432e+00
minorcivildivision
0.004463
302
0
0
148
0.078724
78827
2521
Sacramento
5.317606e+00
countyorequivalent
0.265762
303
1
1
126
0.052474
78827
6574
Elk Grove
7.320594e-01
incorporatedplace
0.011285
304
2
2
83
0.070829
78827
36079
Elk Grove
9.226545e-01
minorcivildivision
0.014506
305
3
3
48
0.188831
78827
36076
Sacramento
2.463076e+00
minorcivildivision
0.102320
306
4
4
16
0.151243
78827
36078
Galt
1.688721e+00
minorcivildivision
0.054563
307
0
0
515
0.054989
78400
2560
Brazos
1.088136e+01
countyorequivalent
0.144119
308
1
1
497
0.021216
78400
12860
College Station
2.704600e-02
incorporatedplace
0.012366
309
2
2
401
0.060030
78400
46465
Bryan-College Station
1.152629e+00
minorcivildivision
0.007681
310
3
3
103
0.117816
78400
46463
South Brazos
3.749570e+00
minorcivildivision
0.050282
311
4
4
11
0.088266
78400
12859
Bryan
1.906712e+00
incorporatedplace
0.011024
312
5
5
9
0.172950
78400
46462
West Brazos
2.777183e+00
minorcivildivision
0.023055
313
0
0
1633
0.034000
81258
1713
Bristol
1.644974e+01
countyorequivalent
0.193815
314
1
1
1600
0.026199
81258
2560
Fall River
4.364164e-02
minorcivildivision
0.011277
315
2
2
1600
0.026199
81258
2661
Fall River
4.364164e-02
incorporatedplace
0.011277
316
3
3
11
0.161433
81258
2404
Westport
2.618340e+00
minorcivildivision
0.018068
317
4
4
10
0.046271
81258
2416
Somerset
1.299802e+00
minorcivildivision
0.003334
318
5
5
10
0.046271
81258
5747
Somerset
1.299802e+00
unincorporatedplace
0.003334
319
6
6
8
0.105533
81258
2530
Freetown
1.914921e+00
minorcivildivision
0.010209
320
7
7
1
0.099162
81258
2415
Swansea
1.638298e+00
minorcivildivision
0.007090
321
0
0
4546
0.332285
88532
2483
Miami-Dade
6.727197e+01
countyorequivalent
0.565864
322
1
1
4447
0.049638
88532
43331
Miami
3.208120e+00
minorcivildivision
0.034276
323
2
2
4248
0.007207
88532
6003
Miami
5.785100e-01
incorporatedplace
0.013067
324
3
3
54
0.109485
88532
5188
Coral Gables
2.048119e+00
incorporatedplace
0.008690
325
4
4
33
0.049766
88532
488
Brownsville
1.064092e+00
unincorporatedplace
0.000532
326
5
5
20
0.129137
88532
43352
Miami Beach
3.449400e+00
minorcivildivision
0.020302
327
6
6
19
0.082945
88532
6004
Miami Beach
1.428020e+00
incorporatedplace
0.003548
328
7
7
8
0.103401
88532
43371
Key Biscayne
2.040097e+00
minorcivildivision
0.009223
329
0
0
382
0.058554
86287
1001
Lancaster
1.328021e+02
countyorequivalent
0.268898
330
1
1
375
0.007590
86287
12888
Lancaster
0.000000e+00
incorporatedplace
0.002010
331
2
2
375
0.007590
86287
17056
Lancaster
0.000000e+00
minorcivildivision
0.002010
332
3
3
3
0.089755
86287
17094
East Lampeter
3.712721e+00
minorcivildivision
0.005452
333
4
4
2
0.058771
86287
16230
Manheim
4.276402e+00
minorcivildivision
0.006584
334
5
5
1
0.022057
86287
17055
Lancaster
1.823197e+00
minorcivildivision
0.001654
335
6
6
1
0.064929
86287
16182
West Lampeter
3.258408e+00
minorcivildivision
0.004539
336
0
0
6
0.050931
84030
36078
Galt
1.216894e+00
minorcivildivision
0.054563
337
1
1
6
0.187226
84030
2521
Sacramento
9.678897e+00
countyorequivalent
0.265762
338
2
2
4
0.008800
84030
3585
Herald
9.155666e-01
unincorporatedplace
0.002107
339
0
0
119
0.367575
97886
2514
Solano
1.733110e+01
countyorequivalent
0.241611
340
1
1
119
0.046265
97886
40579
Vallejo
1.230566e+00
minorcivildivision
0.028908
341
2
2
113
0.016241
97886
5210
Vallejo
0.000000e+00
incorporatedplace
0.013180
342
0
0
3329
0.133128
86381
2531
Clark
5.574585e+01
countyorequivalent
2.092515
343
1
1
3300
0.051649
86381
30496
Las Vegas
2.831487e+00
minorcivildivision
0.123574
344
2
2
3123
0.132850
86381
18787
Las Vegas
9.430606e-02
incorporatedplace
0.035275
345
3
3
54
0.126214
86381
18786
North Las Vegas
1.717699e+00
incorporatedplace
0.026508
346
4
4
27
0.091616
86381
7875
Sunrise Manor
1.234459e+00
unincorporatedplace
0.008651
347
5
5
14
0.094514
86381
7942
Paradise
1.328253e+00
unincorporatedplace
0.012106
348
6
6
5
0.039875
86381
1954
Winchester
1.030465e+00
unincorporatedplace
0.001126
349
7
7
3
0.266381
86381
333
Las Vegas Indian Colony
1.040286e+00
nativeamericanarea
0.001621
350
0
0
1261
0.115652
76927
1577
Linn
9.070241e+00
countyorequivalent
0.204158
351
1
1
1251
0.022190
76927
2402
Cedar Rapids
1.983832e-12
incorporatedplace
0.020273
352
2
2
1251
0.022190
76927
12747
Cedar Rapids
1.983832e-12
minorcivildivision
0.020273
353
3
3
4
0.133850
76927
12717
Bertram
1.363167e+00
minorcivildivision
0.007363
354
0
0
153
0.061684
81163
40582
Fairfield-Suisun City
6.233082e+00
minorcivildivision
0.064468
355
1
1
153
0.101583
81163
2514
Solano
2.598460e+01
countyorequivalent
0.241611
356
2
2
149
0.004371
81163
4924
Fairfield
3.780732e-01
incorporatedplace
0.010033
357
3
3
1
0.035144
81163
5212
Suisun City
1.122881e+00
incorporatedplace
0.001110
358
0
0
1110
0.038061
89517
2854
Delaware
1.337462e+01
countyorequivalent
0.108502
359
1
1
1064
0.004354
89517
13568
Center
4.540970e-01
minorcivildivision
0.009518
360
2
2
1061
0.009821
89517
19265
City of Muncie
9.955738e-02
incorporatedplace
0.006913
361
3
3
13
0.079745
89517
13094
Monroe
2.098759e+00
minorcivildivision
0.008294
362
4
4
5
0.077487
89517
13040
Hamilton
2.061478e+00
minorcivildivision
0.008166
363
0
0
223
0.436250
77971
250
Cherokee OTSA
3.009979e+02
nativeamericanarea
1.807737
364
1
1
223
0.060509
77971
450
Rogers
2.991501e+01
countyorequivalent
0.185055
365
2
2
217
0.048976
77971
20565
Claremore
8.854198e+00
minorcivildivision
0.058986
366
3
3
174
0.003224
77971
12235
Claremore
5.705466e-01
incorporatedplace
0.003910
367
4
4
1
0.052046
77971
4253
Justice
1.367359e+00
unincorporatedplace
0.002305
368
0
0
30
0.024542
77030
706
Kent
2.021010e+00
countyorequivalent
0.052680
369
1
1
29
0.108231
77030
16221
Coventry
8.130265e-03
minorcivildivision
0.017479
370
2
2
1
0.137000
77030
14832
Warwick
1.799829e+00
incorporatedplace
0.013952
371
3
3
1
0.137000
77030
16189
Warwick
1.799829e+00
minorcivildivision
0.013952
372
0
0
524
0.104297
81599
966
Lauderdale
2.403570e+01
countyorequivalent
0.183811
373
1
1
519
0.095420
81599
41521
Florence
2.651716e+00
minorcivildivision
0.026028
374
2
2
517
0.031957
81599
5164
Florence
1.459299e-01
incorporatedplace
0.006709
375
3
3
5
0.142346
81599
41510
Oakland
4.609777e+00
minorcivildivision
0.027249
376
4
4
1
0.043100
81599
88306
NaN
9.860600e-01
reserve
0.000102
377
0
0
76
0.107575
78074
1872
St. Louis
2.101755e+02
countyorequivalent
0.140160
378
1
1
65
0.008745
78074
18638
Clayton
0.000000e+00
incorporatedplace
0.000664
379
2
2
35
0.040228
78074
34931
Clayton
6.467450e+00
minorcivildivision
0.004334
380
3
3
34
0.024193
78074
31563
Hadley
2.279837e+00
minorcivildivision
0.001472
381
4
4
1
0.092343
78074
33173
St. Louis
2.766013e+01
minorcivildivision
0.017695
382
5
5
1
0.028257
78074
32241
University
3.963101e+00
minorcivildivision
0.001967
383
6
6
1
0.015896
78074
19357
University City
3.384630e+00
incorporatedplace
0.001583
384
7
7
1
0.046921
78074
15005
Ladue
4.452628e+00
incorporatedplace
0.002292
385
8
8
1
0.092343
78074
2111
St. Louis
2.766013e+01
countyorequivalent
0.017695
386
9
9
1
0.092343
78074
18508
St. Louis
2.766013e+01
incorporatedplace
0.017695
387
0
0
513
0.327120
91406
2593
Brevard
1.452351e+01
countyorequivalent
0.370977
388
1
1
496
0.015807
91406
42127
Palm Bay
3.513172e-01
minorcivildivision
0.016069
389
2
2
495
0.017387
91406
6821
Palm Bay
3.208722e-01
incorporatedplace
0.016359
390
3
3
5
0.053879
91406
85512
Malabar Transmitter Annex
9.901282e-01
reserve
0.000236
391
4
4
3
0.108801
91406
42150
Malabar
1.727221e+00
minorcivildivision
0.020384
392
5
5
1
0.070408
91406
7914
Malabar
1.130672e+00
incorporatedplace
0.003147
393
6
6
1
0.093826
91406
6780
Grant-Valkaria
1.299395e+00
incorporatedplace
0.007171
394
0
0
6041
0.017857
77197
3070
Mecklenburg
7.995773e-01
countyorequivalent
0.140008
395
1
1
5772
0.022302
77197
28860
1, Charlotte
0.000000e+00
minorcivildivision
0.077800
396
2
2
5772
0.022302
77197
17675
Charlotte
0.000000e+00
incorporatedplace
0.077800
397
0
0
431
0.143227
81159
557
Fairfield
2.569395e+01
countyorequivalent
0.232811
398
1
1
331
0.040709
81159
35587
Fairfield
0.000000e+00
minorcivildivision
0.008721
399
2
2
10
0.077905
81159
6445
Bridgeport
1.619145e+00
incorporatedplace
0.005400
400
3
3
10
0.077905
81159
40352
Bridgeport
1.619145e+00
minorcivildivision
0.005400
401
4
4
10
0.031535
81159
1115
Southport
9.684198e-01
unincorporatedplace
0.000275
402
0
0
420
0.119043
94144
748
St. Tammany
1.363509e+01
countyorequivalent
0.265297
403
1
1
142
0.076353
94144
294
10
1.268721e+00
minorcivildivision
0.008579
404
2
2
117
0.089768
94144
292
4
1.587563e+00
minorcivildivision
0.017528
405
3
3
111
0.030951
94144
4595
Mandeville
9.055801e-01
incorporatedplace
0.001714
406
4
4
102
0.090716
94144
290
7
2.231449e+00
minorcivildivision
0.043378
407
5
5
52
0.054555
94144
288
5
9.380757e-01
minorcivildivision
0.003121
408
0
0
9
0.256400
78884
2521
Sacramento
2.870234e+01
countyorequivalent
0.265762
409
1
1
7
0.167876
78884
36080
Isleton
3.597146e+00
minorcivildivision
0.034513
410
2
2
3
0.014198
78884
9026
Courtland
9.463378e-01
unincorporatedplace
0.000480
411
3
3
2
0.261119
78884
36076
Sacramento
1.170236e+01
minorcivildivision
0.102320
412
0
0
204
0.177613
83388
2606
Polk
1.002851e+02
countyorequivalent
0.477500
413
1
1
199
0.042519
83388
42635
Haines City
1.940713e+01
minorcivildivision
0.095913
414
2
2
190
0.006925
83388
8059
Haines City
0.000000e+00
incorporatedplace
0.004714
415
3
3
5
0.158660
83388
42632
Winter Haven-Auburndale
7.729548e+00
minorcivildivision
0.032020
416
4
4
2
0.062266
83388
8365
Lake Hamilton
1.207865e+00
incorporatedplace
0.000980
417
0
0
6036
0.170421
77989
2531
Clark
7.872406e-02
countyorequivalent
2.092515
418
1
1
5546
0.038040
77989
30496
Las Vegas
1.012710e+00
minorcivildivision
0.123574
419
2
2
2071
0.036404
77989
7942
Paradise
9.937944e-01
unincorporatedplace
0.012106
420
3
3
405
0.115689
77989
9488
Enterprise
9.938130e-01
unincorporatedplace
0.012024
421
4
4
308
0.030587
77989
1954
Winchester
9.994213e-01
unincorporatedplace
0.001126
422
5
5
219
0.159031
77989
18787
Las Vegas
1.017195e+00
incorporatedplace
0.035275
423
0
0
65
0.116170
92130
1256
Kane
1.311062e+01
countyorequivalent
0.147394
424
1
1
20
0.077028
92130
12435
Rutland
1.786449e+00
minorcivildivision
0.010234
425
2
2
19
0.058923
92130
12436
Plato
9.662764e-02
minorcivildivision
0.009436
426
3
3
15
0.054216
92130
8268
Elgin
1.751493e+00
incorporatedplace
0.010671
427
4
4
14
0.059155
92130
14711
Elgin
1.878104e+00
minorcivildivision
0.009172
428
5
5
14
0.073424
92130
7594
Pingree Grove
9.010110e-01
incorporatedplace
0.001034
429
6
6
1
0.066907
92130
7630
Gilberts
1.149665e+00
incorporatedplace
0.001563
In [ ]:
Content source: FireCARES/data
Similar notebooks: