Validated department boundaries vs government units with highest incident share comparison

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')

Processing


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)

Results


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
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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
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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
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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
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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
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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
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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
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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

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