University of Maryland Baltimore Create a Program Code Computer Programming Task

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For this assignment, you will use the county-data.csv file from chapter 5. You are going to
train a machine-learning algorithm to determine whether a given region is subjected to
substantial UFO appearances based on the region’s population and income. Substantial
UFO appearances are defined as having more than 333 in the entire region.
If appropriate, you will divide your dataset into two subsets: training and test. The training set
will be used to train your algorithm and the test set to test it and determine its accuracy. You
will implement, train, and test the algorithm using Python. Your code must be fully
documented with comments explaining in detail each step of the algorithm, the training, the
testing, and the determination of the algorithm’s accuracy in predicting whether a region has
or not substantial UFO appearances.
In detail means you will explain your rationale so a reader not versed in programming, data
science, and cybersecurity understands what is going on with the code. Explain its purpose,
the functions used, describe each parameter of any functions used. Make sure to explain the
names of functions used and what they do. Documentation has a significant weight on your
grade.
The following is a non-exhaustive list of machine learning algorithms you can use:
o
o
o
o
o
o
Linear and nonlinear regression
Logistic regression
Decision trees
K-nearest algorithm
Your own algorithm (must be explained in detail)
Other
At the top of your code include a one or two-paragraph explanation of your algorithm choice.
If you created your own algorithm, you will describe its strategy in this section and then in its
implementation in greater detail. After the code, write a summary of the results and explain
whether you can rely on the algorithm and why. Submit a .ipynb (Jupyter Notebook) file
subregion
abbeville
acadia
accomack
ada
adair
adair
adair
adair
adams
adams
adams
adams
adams
adams
adams
adams
adams
adams
adams
adams
addison
aiken
aitkin
alachua
alamance
alameda
alamosa
albany
albany
albemarle
alcona
alcorn
alexander
alexander
alfalfa
alger
allamakee
allegan
allegany
allegany
alleghany
alleghany
allegheny
allen
allen
allen
region
pop
income
ipaddr
ufo2010
south carolina 25101
34670
30330
2
louisiana
61912
37970
38203
6
virginia
33341
41595
41338
2
idaho
409061
55304 1035427
59
iowa
7481
47623
3762
0
kentucky
18675
31775
14303
1
missouri
25581
33157
75347
1
oklahoma
22286
31038
4543
0
colorado
459598
56089 3206226
115
idaho
3915
36845
1916
0
illinois
67197
45792
50969
0
indiana
34365
46549
30418
0
iowa
3911
44389
2678
0
mississippi
32122
26784
12892
0
nebraska
31459
47469
27319
0
north dakota
2311
40236
637
0
ohio
28350
34232
7657
6
pennsylvania 101482
57097
100026
4
washington
19005
41219
12294
2
wisconsin
20679
41152
19004
7
vermont
36745
57203
86406
2
south carolina 162812
43999
131261
9
minnesota
15927
41301
8493
2
florida
251417
41373
413659
29
north carolina 153920
44430
240090
10
california
1554720
70821 5394949
169
colorado
16148
38299
15963
1
new york
305455
57715 1655552
40
wyoming
37276
45760
102104
16
virginia
102251
65934
329865
15
michigan
10635
35490
2296
3
mississippi
37164
32221
17397
0
illinois
7748
27727
636
0
north carolina 36853
40658
9693
0
oklahoma
5666
42730
2807
1
michigan
9541
38231
10594
1
iowa
14237
47096
7410
0
michigan
112039
51232
112279
22
maryland
74012
39408
6186
4
new york
48357
41900
160094
5
north carolina 10927
32478
6114
0
virginia
16230
44329
11724
4
pennsylvania 1229338
49805 3764776
70
indiana
360412
49767
479007
25
kansas
13319
40275
26075
2
kentucky
20210
35357
5609
0
allen
louisiana
25539
allen
ohio
105141
allendale south carolina 9988
alpena
michigan
29234
alpine
california
1129
amador
california
37035
amelia
virginia
12759
amherst virginia
32384
amite
mississippi
12957
anderson kansas
7917
anderson kentucky
21728
anderson south carolina 189355
anderson tennessee
75416
anderson texas
58190
andrew
missouri
17417
andrews texas
16117
androscoggin
maine
107609
angelina texas
87597
anne arundel
maryland
550488
anoka
minnesota
336414
anson
north carolina 26351
antelope nebraska
6545
antrim
michigan
23406
apache
arizona
73195
appanoose iowa
12700
appling
georgia
18368
appomattoxvirginia
15128
aransas
texas
23818
arapahoe colorado
595546
archer
texas
8735
archuleta colorado
12070
arenac
michigan
15477
arkansas arkansas
18892
arlington virginia
221045
armstrong pennsylvania 68409
armstrong texas
1944
aroostook maine
70868
arthur
nebraska
486
ascension louisiana
112286
ashe
north carolina 27097
ashland
ohio
52962
ashland
wisconsin
15992
ashley
arkansas
21524
ashtabula ohio
100389
asotin
washington
21888
assumptionlouisiana
23026
atascosa texas
46446
39007
43323
22982
38081
59018
56180
51540
44383
31402
40753
52447
42854
44872
40577
54148
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35230
34989
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59937
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66173
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41501
41993
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43261
5742
68896
1336
15898
644
15510
7121
19526
1927
3190
10148
181578
324808
41981
4710
8184
147043
40444
891594
302309
6125
2419
13125
45388
5866
12301
3250
0
9184255
11627
12762
4205
9733
580164
50161
0
51221
0
88428
19012
38079
10760
11132
65007
10569
22826
18571
1
7
0
1
0
1
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9
0
0
1
6
9
0
1
2
23
4
33
11
1
0
4
16
0
0
0
0
69
1
0
2
0
43
6
1
6
1
3
3
0
2
0
17
7
4
2
atchison kansas
16813
atchison missouri
5517
athens
ohio
64304
atkinson georgia
8284
atlantic
new jersey
275422
atoka
oklahoma
14007
attala
mississippi
19157
audrain
missouri
25621
audubon iowa
5910
auglaize ohio
45831
augusta virginia
73658
aurora
south dakota
2742
austin
texas
28618
autauga alabama
55514
avery
north carolina 17635
avoyelles louisiana
41632
baca
colorado
3751
bacon
georgia
11198
bailey
texas
7130
baker
florida
27086
baker
georgia
3366
baker
oregon
15909
baldwin alabama
190790
baldwin georgia
46367
ballard
kentucky
8333
baltimore maryland
817455
baltimore city
maryland
621342
bamberg south carolina 15763
bandera texas
20537
banks
georgia
18316
banner
nebraska
760
bannock idaho
83800
baraga
michigan
8683
barber
kansas
4861
barbour alabama
27201
barbour west virginia 16493
barnes
north dakota 11015
barnstable massachusetts215423
barnwell south carolina 22212
barren
kentucky
42631
barron
wisconsin
45733
barrow
georgia
70169
barry
michigan
58990
barry
missouri
35546
bartholomew
indiana
79129
barton
kansas
27557
barton
missouri
12337
44433
44330
33546
32814
55222
33919
29805
41567
41840
52838
51719
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255
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52074
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203053
17966
6241
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2
4
0
3
0
1
3
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1
6
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12
2
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54
0
2
0
0
10
0
0
0
5
0
31
3
2
2
9
5
0
6
3
0
bartow
georgia
100661
bastrop
texas
74763
bates
missouri
16709
bath
kentucky
11802
bath
virginia
4652
baxter
arkansas
41048
bay
florida
171903
bay
michigan
106935
bayfield wisconsin
15099
baylor
texas
3623
beadle
south dakota 17753
bear lake idaho
5907
beaufort north carolina 47507
beaufort south carolina 168049
beauregardlouisiana
36281
beaver
oklahoma
5591
beaver
pennsylvania 170245
beaver
utah
6501
beaverheadmontana
9346
becker
minnesota
33000
beckham oklahoma
23081
bedford pennsylvania 49324
bedford tennessee
45573
bedford virginia
69590
bee
texas
32527
belknap new hampshire 60327
bell
kentucky
28183
bell
texas
323037
belmont ohio
69671
beltrami minnesota
45375
ben hill
georgia
17538
benewah idaho
9117
bennett south dakota
3436
benningtonvermont
36697
benson
north dakota
6760
bent
colorado
5773
benton
arkansas
232268
benton
indiana
8804
benton
iowa
25827
benton
minnesota
38865
benton
mississippi
8730
benton
missouri
18962
benton
oregon
86430
benton
tennessee
16361
benton
washington 182398
benzie
michigan
17465
bergen
new jersey
918888
49060
52882
38966
28776
52500
35589
48225
45962
44190
37159
40455
43897
40986
57133
45113
47386
47928
43225
41226
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45726
40710
39480
56021
39247
56921
25269
49466
39712
43989
31943
37508
34500
48083
32149
35667
52159
47240
55810
51159
28666
34512
47716
34152
59974
47017
83443
56000
45981
9434
2166
3152
29655
73294
183583
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2041
10236
1914
38306
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3327
96949
4990
7100
27415
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22124
30871
57873
11489
30217
7935
318587
35329
36392
18131
8484
127
25235
3824
2054
1957565
3072
10109
26992
1295
15247
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10634
440014
4606
2762728
9
6
15
1
0
8
17
9
1
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0
0
1
12
4
1
13
2
2
3
4
4
3
7
2
24
0
23
8
4
2
3
0
4
1
0
23
2
3
0
0
2
19
0
34
2
44
berkeley south carolina 189781
berkeley west virginia 107098
berks
pennsylvania 413491
berkshire massachusetts130016
bernalillo new mexico 673460
berrien
georgia
19041
berrien
michigan
156067
bertie
north carolina 20653
bexar
texas
1785704
bibb
alabama
22597
bibb
georgia
156462
bienville louisiana
14076
big horn montana
13061
big horn wyoming
11794
big stone minnesota
5164
billings
north dakota
905
bingham idaho
45474
black hawk iowa
131820
blackford indiana
12502
bladen
north carolina 34915
blaine
idaho
21146
blaine
montana
6683
blaine
nebraska
514
blaine
oklahoma
9785
blair
pennsylvania 127121
blanco
texas
10655
bland
virginia
6738
bleckley georgia
12913
bledsoe tennessee
12792
blount
alabama
57826
blount
tennessee
124177
blue earth minnesota
65091
boise
idaho
6835
bolivar
mississippi
33904
bollinger missouri
12382
bon hommesouth dakota
7029
bond
illinois
17644
bonner
idaho
40476
bonneville idaho
106684
boone
arkansas
37327
boone
illinois
53940
boone
indiana
58944
boone
iowa
26195
boone
kentucky
123316
boone
missouri
168535
boone
nebraska
5417
boone
west virginia 24478
51093
52504
54823
48705
48231
32512
42488
29326
48083
40506
37975
30594
37277
52597
44438
53846
46169
44567
40214
30273
62906
38721
39688
41306
43243
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42864
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35137
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47298
48911
47128
27173
36119
43456
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42989
51311
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68284
51582
68087
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41359
200561
65036
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11225
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3036661
6293
189696
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1417
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4119
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22279
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120229
123563
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22595
2634
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29725
204874
27062
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43749
9327
89077
553028
3950
11196
10
12
22
8
102
3
8
0
116
1
5
0
4
2
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0
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12
1
2
3
2
0
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10
1
0
1
0
0
10
3
0
1
0
0
0
4
12
3
2
10
3
0
56
1
0
borden
texas
616
bosque
texas
18125
bossier
louisiana
122197
botetourt virginia
33154
bottineau north dakota
6579
boulder
colorado
305318
boundary idaho
10808
bourbon kansas
14897
bourbon kentucky
19978
bowie
texas
93148
bowman north dakota
3202
box butte nebraska
11317
box elder utah
50171
boyd
kentucky
49164
boyd
nebraska
2054
boyle
kentucky
28658
bracken kentucky
8494
bradford florida
27049
bradford pennsylvania 62792
bradley
arkansas
11397
bradley
tennessee
101134
branch
michigan
43868
brantley georgia
18587
braxton west virginia 14468
brazoria texas
324769
brazos
texas
200665
breathitt kentucky
13635
breckinridgekentucky
20071
bremer
iowa
24479
brevard florida
547307
brewster texas
9316
briscoe
texas
1561
bristol
massachusetts551082
bristol
rhode island 49144
broadwatermontana
5756
bronx
new york
1408473
brooke
west virginia 23853
brookings south dakota 32629
brooks
georgia
15403
brooks
texas
7161
broome new york
198060
broward florida
1815137
brown
illinois
6914
brown
indiana
15083
brown
kansas
9881
brown
minnesota
25425
brown
nebraska
3023
59643
44744
51771
65633
44399
66479
35324
39843
42192
43210
50487
44118
55588
38848
37375
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22304
38325
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34130
55813
70553
44570
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41441
46101
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19936
45619
51782
42014
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36218
48149
29856
127
13902
53513
23711
3317
1407355
7216
8045
6667
36248
2421
10232
39421
44665
1147
20351
3430
11415
40423
3943
67288
24229
6384
2943
238077
339911
1786
6019
14542
827563
11315
1019
501152
42695
5103
806565
6210
90957
8171
765
347892
3028072
1356
5798
5996
23568
2033
1
1
13
2
0
82
0
0
0
9
0
1
1
6
1
4
0
3
8
0
3
8
3
0
19
3
0
0
0
39
3
0
34
2
0
0
2
1
1
0
14
90
0
0
1
0
4
brown
ohio
44381
brown
south dakota 37331
brown
texas
37825
brown
wisconsin
253032
brule
south dakota
5293
brunswick north carolina 112257
brunswick virginia
17010
bryan
georgia
32214
bryan
oklahoma
43399
buchanan iowa
20942
buchanan missouri
89706
buchanan virginia
23859
buckinghamvirginia
17088
bucks
pennsylvania 627053
buena vistaiowa
20592
buffalo
nebraska
47463
buffalo
south dakota
2020
buffalo
wisconsin
13333
bullitt
kentucky
75896
bulloch
georgia
72694
bullock
alabama
10474
buncombe north carolina 244490
bureau
illinois
34323
burke
georgia
23125
burke
north carolina 90505
burke
north dakota
2171
burleigh north dakota 85774
burleson texas
17291
burlington new jersey
451336
burnet
texas
43448
burnett
wisconsin
15382
burt
nebraska
6659
butler
alabama
20307
butler
iowa
14986
butler
kansas
65827
butler
kentucky
12840
butler
missouri
43053
butler
nebraska
8295
butler
ohio
370589
butler
pennsylvania 184970
butte
california
221539
butte
idaho
2740
butte
south dakota 10228
butts
georgia
23524
cabarrus north carolina 184498
cabell
west virginia 96974
cache
utah
115520
46046
47327
39965
53353
48170
45132
34170
64651
36661
54879
43386
30606
36378
76019
46145
49851
28493
46073
51857
33902
31955
44321
48046
32188
37440
54402
56231
42679
77798
48291
40686
45813
31273
50052
57573
32508
34080
48804
55497
57474
42971
37821
41145
49339
54280
35691
48338
16659
33081
29449
434200
4025
65670
8733
22500
18928
7927
155900
7878
3337
566955
81502
99719
382
9292
46231
116314
2487
315333
13760
7583
44539
0
168710
12067
706042
32454
4333
3963
6451
7642
31084
3283
40320
1527
284906
129127
220316
1019
3059
24273
154996
62557
259841
1
1
4
17
0
8
0
2
6
0
0
0
0
43
0
4
0
0
6
4
0
36
3
1
3
0
6
2
16
8
2
1
0
0
10
0
1
0
13
16
39
2
0
2
15
25
1
caddo
louisiana
257093
caddo
oklahoma
29678
calaveras california
44742
calcasieu louisiana
194493
caldwell kentucky
12935
caldwell louisiana
10004
caldwell missouri
9145
caldwell north carolina 81930
caldwell texas
38734
caledonia vermont
31121
calhoun alabama
117296
calhoun arkansas
5307
calhoun florida
14723
calhoun georgia
6504
calhoun illinois
5014
calhoun iowa
9909
calhoun michigan
135099
calhoun mississippi
14843
calhoun south carolina 14910
calhoun texas
21609
calhoun west virginia
7607
callahan texas
13517
callaway missouri
44305
calloway kentucky
37655
calumet wisconsin
49634
calvert
maryland
89628
camas
idaho
1077
cambria pennsylvania 141584
camden georgia
51402
camden missouri
43845
camden new jersey
513539
camden north carolina 10090
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6702
cameron pennsylvania
4939
cameron texas
415557
camp
texas
12449
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90908
campbell south dakota
1396
campbell tennessee
40420
campbell virginia
55163
campbell wyoming
47874
canadian oklahoma
122560
candler
georgia
11117
cannon
tennessee
13811
canyon
idaho
193888
cape girardeau
missouri
76950
cape may new jersey
96304
39086
37835
55256
43614
37078
38606
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37845
43136
44433
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30625
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1
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6
0
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7
11
0
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13
6
8
carbon
carbon
carbon
carbon
caribou
carlisle
carlton
caroline
caroline
carroll
carroll
carroll
carroll
carroll
carroll
carroll
carroll
carroll
carroll
carroll
carroll
carroll
carson
carson city
carter
carter
carter
carter
carter
carteret
carver
cascade
casey
cass
cass
cass
cass
cass
cass
cass
cass
cass
cassia
castro
caswell
catahoula
catawba
montana
10127
pennsylvania 65006
utah
21246
wyoming
15666
idaho
6787
kentucky
5034
minnesota
35348
maryland
32718
virginia
28972
arkansas
27610
georgia
111580
illinois
15011
indiana
20095
iowa
20631
kentucky
10900
maryland
167217
mississippi
10423
missouri
9086
new hampshire 47567
ohio
28587
tennessee
28390
virginia
29851
texas
6157
nevada
54838
kentucky
27348
missouri
6262
montana
1177
oklahoma
48085
tennessee
57355
north carolina 67632
minnesota
93707
montana
81723
kentucky
16082
illinois
13338
indiana
38581
iowa
13723
michigan
52242
minnesota
28357
missouri
100376
nebraska
25133
north dakota 156157
texas
30166
idaho
23249
texas
8164
north carolina 23217
louisiana
10292
north carolina 154339
46194
49056
43659
58655
49740
35699
53553
61021
58707
36031
45752
45433
49232
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42063
83325
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50555
43323
36455
35841
60028
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35637
26689
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39722
32148
47403
82710
44074
27327
41139
42679
41444
45432
43042
60807
63608
49429
35592
39551
36893
37926
37115
43733
8992
123754
81111
14795
3914
1911
22195
26945
30663
18504
155120
9600
13936
9815
4006
144717
1961
5018
42839
23396
8439
5350
9451
155406
18633
1019
255
28187
12924
42582
145312
73372
3567
9246
18988
8996
44720
21615
77507
21834
242403
10489
8941
5325
6770
1025
152894
0
7
0
6
0
0
3
6
1
4
4
1
1
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12
0
3
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3
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0
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7
7
18
0
3
9
2
7
4
12
3
9
3
3
0
0
0
15
catoosa
georgia
65046
catron
new mexico
3658
cattaraugusnew york
79458
cavalier
north dakota
3948
cayuga
new york
79552
cecil
maryland
101696
cedar
iowa
18416
cedar
missouri
13799
cedar
nebraska
8746
centre
pennsylvania 155171
cerro gordoiowa
43788
chaffee
colorado
18150
chambers alabama
34064
chambers texas
36196
champaign illinois
203276
champaign ohio
39565
chariton missouri
7649
charles
maryland
150592
charles city virginia
7157
charles mixsouth dakota
9216
charleston south carolina 365162
charlevoix michigan
26023
charlotte florida
162449
charlotte virginia
12404
charlton georgia
13295
chase
kansas
2757
chase
nebraska
4064
chatham georgia
276434
chatham north carolina 65976
chattahoochee
georgia
13037
chattooga georgia
25725
chautauquakansas
3571
chautauquanew york
133539
chaves
new mexico
65784
cheatham tennessee
39271
cheboygan michigan
25835
chelan
washington
73687
chemung new york
88911
chenango new york
49933
cherokee alabama
26021
cherokee georgia
221315
cherokee iowa
11946
cherokee kansas
21226
cherokee north carolina 26992
cherokee oklahoma
48150
cherokee south carolina 55662
cherokee texas
51206
46549
37857
42754
49293
50140
66903
57004
31353
42857
48262
45973
43684
32186
72850
44462
48335
40958
92135
47093
36757
50133
48745
45112
37173
42307
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40465
45985
56935
49969
32224
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41432
37293
53337
37844
49509
46589
44662
37833
66717
45668
41513
38621
33990
35025
37758
38126
4340
97364
463337
120603
78420
13563
14159
2039
292577
37125
13050
29423
15210
560709
28116
3321
134751
1252
4767
564977
12753
83378
1533
763
1020
2008
404847
45529
31015
10871
2169
248978
18883
15829
12747
51178
111687
37392
9218
142182
10069
7409
18737
23473
36029
36957
5
3
7
0
6
9
0
0
1
22
2
3
0
5
16
2
1
8
0
1
24
7
20
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0
0
0
21
1
0
0
0
9
0
5
5
7
9
2
1
16
0
0
3
4
6
1
cherry
nebraska
5727
cheshire new hampshire 76851
chester
pennsylvania 506575
chester
south carolina 32546
chester
tennessee
17171
chesterfieldsouth carolina 46103
chesterfieldvirginia
323856
cheyenne colorado
1874
cheyenne kansas
2678
cheyenne nebraska
10068
chickasaw iowa
12276
chickasaw mississippi
17416
chicot
arkansas
11433
childress texas
7029
chilton
alabama
43819
chippewa michigan
38917
chippewa minnesota
12135
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62922
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minnesota
53452
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158504
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13633
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8346
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15182
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5904
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christian illinois
34638
christian kentucky
75427
christian missouri
79824
churchill nevada
24375
cibola
new mexico
27334
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2385
citrus
florida
139360
clackamas oregon
383857
claiborne louisiana
16828
claiborne mississippi
9349
claiborne tennessee
31736
clallam
washington
71863
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michigan
30753
clarendon south carolina 34357
clarion
pennsylvania 39646
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arkansas
22936
clark
idaho
869
clark
illinois
16209
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indiana
111951
clark
kansas
2181
clark
kentucky
35787
clark
missouri
6969
41929
55241
86264
32112
39776
32304
72886
47188
36364
50143
42098
30395
23954
47605
40418
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50239
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32188
29832
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40825
34565
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52589
36020
35440
38189
63790
32972
21924
33178
46212
34431
33355
41557
32998
39792
47933
49130
42011
45726
40333
2563
138329
1090492
13272
7647
21285
442276
766
892
15016
5516
4598
2779
2197
11551
28487
7540
20051
47010
330642
6258
2937
3877
2303
9243
24019
59585
53608
31446
10900
511
79657
647938
11967
1546
18672
42864
31048
8656
27157
18019
765
14689
88934
1528
28121
1547
2
7
49
1
0
1
14
1
0
0
0
0
0
0
1
3
0
4
4
3
0
1
4
1
0
1
10
5
0
0
1
18
23
0
0
4
29
4
1
5
1
0
0
4
0
0
0
clark
nevada
2000759
clark
ohio
137206
clark
south dakota
3585
clark
washington 438287
clark
wisconsin
34435
clarke
alabama
25161
clarke
georgia
120266
clarke
iowa
9370
clarke
mississippi
16556
clarke
virginia
14323
clatsop
oregon
37301
clay
alabama
13435
clay
arkansas
15684
clay
florida
194345
clay
georgia
3116
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illinois
13766
clay
indiana
26837
clay
iowa
16599
clay
kansas
8531
clay
kentucky
21556
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minnesota
60155
clay
mississippi
20427
clay
missouri
227577
clay
nebraska
6411
clay
north carolina 10618
clay
south dakota 14131
clay
tennessee
7840
clay
texas
10535
clay
west virginia
9297
clayton
georgia
265888
clayton
iowa
17835
clear creek colorado
9026
clearfield pennsylvania 81184
clearwater idaho
8590
clearwater minnesota
8703
cleburne alabama
14832
cleburne arkansas
25808
clermont ohio
199085
cleveland arkansas
8627
cleveland north carolina 97474
cleveland oklahoma
265638
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georgia
6718
clinton
illinois
38061
clinton
indiana
33022
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iowa
48717
clinton
kentucky
10285
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michigan
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44037
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2614908
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1603050
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1953
1713392
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10901
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11539
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15806
99283
10742
258558
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2936
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64421
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108054
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244
9
0
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1
9
1
0
2
3
0
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5
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1
0
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1
1
0
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3
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0
5
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2
7
0
0
0
4
17
0
6
16
0
3
9
1
0
3
clinton
missouri
20508
clinton
new york
81654
clinton
ohio
41886
clinton
pennsylvania 39517
cloud
kansas
9397
coahoma mississippi
25709
coal
oklahoma
5963
cobb
georgia
707442
cochise
arizona
132088
cochran texas
3046
cocke
tennessee
35571
coconino arizona
136011
codington south dakota 27606
coffee
alabama
51252
coffee
georgia
43170
coffee
tennessee
53222
coffey
kansas
8502
coke
texas
3231
colbert
alabama
54446
cole
missouri
76363
coleman texas
8675
coles
illinois
53655
colfax
nebraska
10653
colfax
new mexico
13223
colleton south carolina 38153
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florida
332427
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texas
834642
collingsworth
texas
3036
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20696
colquitt
georgia
46137
columbia arkansas
24473
columbia florida
67966
columbia georgia
131627
columbia new york
62499
columbia oregon
49286
columbia pennsylvania 66887
columbia washington
3995
columbia wisconsin
56539
columbianaohio
106507
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california
21411
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texas
114384
comanche kansas
1913
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126390
comanche texas
13765
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texas
4010
concordia louisiana
20365
51439
21443
49260
108611
47264
29986
39696
5034
37073
7545
26050
11416
34217
1545
65423
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31700
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56876
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82758 2842473
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33345
33058
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44038
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41003
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34938
11412
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53062
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46528
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28705
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2
6
4
2
1
0
2
39
14
0
2
28
0
4
3
5
0
1
1
0
3
5
0
1
2
34
50
1
3
6
2
7
4
5
10
0
0
12
7
2
3
7
0
12
10
1
0
conecuh alabama
12981
conejos
colorado
8275
contra costacalifornia
1079597
converse wyoming
14008
conway
arkansas
21287
cook
georgia
16923
cook
illinois
5231351
cook
minnesota
5185
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texas
38688
cooper
missouri
17520
coos
new hampshire 32096
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oregon
62534
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alabama
10966
copiah
mississippi
28955
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south dakota
4077
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49474
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texas
77231
coshocton ohio
36779
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colorado
3594
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texas
1486
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oklahoma
6155
cottonwoodminnesota
11597
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37955
covington mississippi
19607
coweta
georgia
130929
cowley
kansas
36288
cowlitz
washington 101996
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oklahoma
14748
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virginia
5213
craighead arkansas
99735
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texas
4562
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north carolina 104770
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61946
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12600
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19600
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10665
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17309
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39361
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14009
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24832
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42849
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16560
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oklahoma
70651
crenshaw alabama
14083
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georgia
23606
crittenden arkansas
50021
27977
4030
34435
278
79135 10964948
56673
14597
31890
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35306
6634
54598 13984169
49496
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54120
2928
40221
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41721
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18441
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4085
43923
19807
40354
1402
45423
13408
36043
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39597
10961
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113387
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32616
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172030
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1
99
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1
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1
3
1
10
5
0
1
0
5
6
2
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0
2
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5
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6
2
26
0
1
5
0
12
12
0
0
0
0
0
0
2
2
5
0
6
1
0
5
crittenden kentucky
9280
crockett tennessee
14623
crockett texas
3743
crook
oregon
20729
crook
wyoming
7155
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texas
6126
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arkansas
17683
crow wing minnesota
62882
crowley colorado
5365
culberson texas
2290
cullman alabama
80440
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47911
cumberlandillinois
10968
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6819
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283921
cumberlandnew jersey
157785
cumberlandnorth carolina 324049
cumberlandpennsylvania 238614
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57029
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9849
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nebraska
9072
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new mexico
49938
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oregon
22248
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colorado
4249
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idaho
4331
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montana
11888
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nebraska
10740
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oklahoma
28536
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south dakota
8339
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1265111
miami-dadeflorida
2591035
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georgia
16490
dade
missouri
7568
daggett
utah
1090
dakota
minnesota
405088
dakota
nebraska
20918
dale
alabama
50444
dallam
texas
6996
dallas
alabama
42864
dallas
arkansas
7987
dallas
iowa
71967
dallas
missouri
16799
dallas
texas
2453843
dane
wisconsin
503523
daniels
montana
1786
dare
north carolina 34573
32545
36743
51522
45004
49757
35655
38432
45853
40636
37500
38703
66458
43255
29528
57267
52004
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43445
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48125
44088
43957
41629
32248
44750
73723
43294
45491
47500
26909
30011
71691
39132
48942
61913
37578
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50
161
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163
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1
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darke
darlington
dauphin
davidson
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daviess
davis
davis
davison
dawes
dawson
dawson
dawson
dawson
day
de baca
de kalb
de kalb
de kalb
de kalb
de kalb
de kalb
de soto
de soto
de soto
de witt
de witt
deaf smith
dearborn
decatur
decatur
decatur
decatur
decatur
deer lodge
defiance
del norte
delaware
delaware
delaware
delaware
delaware
delaware
delta
ohio
52507
south carolina 68139
pennsylvania 269665
north carolina 163260
tennessee
648295
north carolina 41433
indiana
32064
kentucky
97847
missouri
8239
iowa
8689
utah
315809
south dakota 19769
nebraska
9152
georgia
22422
montana
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nebraska
24220
texas
13640
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5613
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1927
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71080
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707089
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104704
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42321
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12940
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18901
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34712
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26963
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166234
illinois
16434
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20465
texas
19360
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49831
georgia
27509
indiana
26042
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8253
kansas
2871
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montana
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ohio
38677
california
28290
indiana
117364
iowa
17574
new york
47276
ohio
181061
oklahoma
41441
pennsylvania 561098
colorado
30432
45055
38567
53771
44728
46737
50562
45231
44763
41133
46651
69147
44597
36396
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286
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123005
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886396
28723
14
7
24
7
77
3
0
5
0
0
9
0
1
7
1
0
0
0
3
4
15
5
0
0
1
3
1
8
1
0
1
0
0
0
2
0
0
2
5
6
11
0
5
18
4
22
4
delta
michigan
36884
delta
texas
5329
dent
missouri
15647
denton
texas
707304
denver
colorado
634265
des moinesiowa
40340
deschutes oregon
162277
desha
arkansas
12545
deuel
nebraska
1972
deuel
south dakota
4380
dewey
oklahoma
4783
dewey
south dakota
5538
dickens
texas
2323
dickenson virginia
15690
dickey
north dakota
5268
dickinson iowa
16972
dickinson kansas
19762
dickinson michigan
26220
dickson
tennessee
50381
dillon
south carolina 31446
dimmit
texas
10461
dinwiddie virginia
27994
divide
north dakota
2228
dixie
florida
16126
dixon
nebraska
5918
doddridge west virginia
8178
dodge
georgia
21329
dodge
minnesota
20231
dodge
nebraska
36427
dodge
wisconsin
88415
dolores
colorado
1994
dona ana new mexico 214445
doniphan kansas
7864
donley
texas
3598
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georgia
14318
door
wisconsin
27817
dorchester maryland
32551
dorchester south carolina 142496
dougherty georgia
94501
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colorado
298215
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georgia
133971
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illinois
19853
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kansas
112864
douglas
minnesota
36415
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missouri
13585
douglas
nebraska
531265
douglas
nevada
46996
42932
34710
36715
72305
47499
43111
52962
30786
37500
46186
41500
30645
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53589
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30830
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636
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132192
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127
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4803
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2
0
3
55
0
2
16
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0
0
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0
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1
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3
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1
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2
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2
27
0
0
0
2
0
13
2
19
5
2
0
1
2
6
2
douglas
oregon
107164
douglas
south dakota
2970
douglas
washington
39350
douglas
wisconsin
43785
drew
arkansas
18743
du page illinois
927987
dubois
indiana
42071
dubuque iowa
95097
duchesne utah
19244
dukes
massachusetts 17041
dundy
nebraska
2021
dunklin
missouri
31826
dunn
north dakota
3967
dunn
wisconsin
44072
duplin
north carolina 60033
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dutchess new york
297322
duval
florida
879602
duval
texas
11717
dyer
tennessee
38255
eagle
colorado
51874
early
georgia
10594
east baton rouge
louisiana
444526
east carroll louisiana
7526
east feliciana
louisiana
20008
eastland texas
18421
eaton
michigan
108008
eau claire wisconsin
100677
echols
georgia
3988
ector
texas
144325
eddy
new mexico
54419
eddy
north dakota
2368
edgar
illinois
18191
edgecombenorth carolina 55954
edgefield south carolina 26347
edmonson kentucky
12071
edmunds south dakota
4026
edwards illinois
6684
edwards kansas
2979
edwards texas
1968
effingham georgia
53293
effingham illinois
34353
el dorado california
180561
el paso
colorado
644964
el paso
texas
827398
elbert
colorado
23383
elbert
georgia
19684
40501
82143
45957
1027
49707
43160
44140
85696
32038
13800
77598 7360588
53997
95245
49663
64584
55790
19698
69760
16546
40278
3193
30806
10873
52861
1162
48342
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34264
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50078 20189619
71125
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49964 1380551
35144
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19812
68815
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57079 1193051
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15
0
2
6
0
108
1
9
2
0
0
1
0
0
6
19
30
72
2
4
9
0
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0
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9
12
7
0
9
7
0
0
0
0
1
0
0
0
0
4
1
11
13
57
4
0
elk
kansas
2720
elk
pennsylvania 31550
elkhart
indiana
199619
elko
nevada
51216
elliott
kentucky
7780
ellis
kansas
29053
ellis
oklahoma
4104
ellis
texas
153969
ellsworth kansas
6494
elmore
alabama
80629
elmore
idaho
26223
emanuel georgia
22898
emery
utah
10933
emmet
iowa
10120
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michigan
32915
emmons north dakota
3491
erath
texas
39321
erie
new york
919086
erie
ohio
76398
erie
pennsylvania 280646
escambia alabama
37994
escambia florida
302715
esmeralda nevada
775
essex
massachusetts755618
essex
new jersey
787744
essex
new york
38961
essex
vermont
6226
essex
virginia
11233
estill
kentucky
14493
etowah
alabama
104392
eureka
nevada
2001
evangeline louisiana
33710
evans
georgia
10689
fairfax
virginia
1118602
fairfield
connecticut 933835
fairfield
ohio
147474
fairfield
south carolina 23363
fall river south dakota
6971
fallon
montana
3024
falls
texas
17610
fannin
georgia
23492
fannin
texas
33831
faribault minnesota
14263
faulk
south dakota
2377
faulkner arkansas
118704
fauquier virginia
66542
fayette
alabama
16983
34246
2042
42854
25016
47308
146847
69459
55386
25769
1149
43713
42390
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437
62639
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54831
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11629
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0
2
10
14
1
1
2
15
0
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2
0
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12
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0
0
9
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1
60
50
13
0
0
0
0
4
4
1
0
1
5
1
fayette
georgia
107524
fayette
illinois
22014
fayette
indiana
24029
fayette
iowa
20793
fayette
kentucky
305489
fayette
ohio
28880
fayette
pennsylvania 135660
fayette
tennessee
38659
fayette
texas
24695
fayette
west virginia 45869
fentress tennessee
17940
fergus
montana
11435
ferry
washington
7705
fillmore
minnesota
20834
fillmore
nebraska
5771
finney
kansas
37200
fisher
texas
3844
flagler
florida
98359
flathead montana
91633
fleming
kentucky
14560
florence south carolina 137948
florence wisconsin
4482
floyd
georgia
96177
floyd
indiana
75283
floyd
iowa
16056
floyd
kentucky
38949
floyd
texas
6367
floyd
virginia
15390
fluvanna virginia
25967
foard
texas
1307
fond du lac wisconsin
101843
ford
illinois
14008
ford
kansas
34752
forest
pennsylvania
7667
forest
wisconsin
9206
forrest
mississippi
76894
forsyth
georgia
187928
forsyth
north carolina 358137
fort bend texas
627293
foster
north dakota
3392
fountain indiana
17119
franklin
alabama
31761
franklin
arkansas
18045
franklin
florida
11686
franklin
georgia
21894
franklin
idaho
12786
franklin
illinois
39407
81498
43081
35802
42108
48306
39263
36605
57437
47285
32940
29245
37601
35684
47940
44031
51179
43724
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45588
31979
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42247
28221
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68615
31006
52717
50332
49061
36006
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35805
88262
46417
82571
47500
44802
35831
34819
37017
33086
46344
36383
82864
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9560
12451
750333
13341
61493
14464
11354
13197
8938
3966
3325
9945
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19132
1807
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69451
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254
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112320
8310
15690
9446
8069
15429
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11245
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117893
101926
899048
556463
5044
14851
9413
9197
5481
8306
6634
21810
8
0
0
1
33
4
5
1
2
4
0
0
4
0
2
5
0
21
12
0
12
0
11
8
1
0
0
0
0
0
8
0
0
0
0
0
10
7
5
0
2
0
2
1
4
0
2
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
franklin
frederick
frederick
freeborn
freestone
fremont
fremont
fremont
fremont
fresno
frio
frontier
fulton
fulton
fulton
fulton
fulton
fulton
fulton
fulton
furnas
gadsden
gage
gaines
gallatin
gallatin
gallatin
gallia
galveston
indiana
22969
iowa
10554
kansas
25906
kentucky
49804
louisiana
20561
maine
30630
massachusetts 71540
mississippi
7918
missouri
101412
nebraska
3188
new york
51795
north carolina 61475
ohio
1195537
pennsylvania 151275
tennessee
40772
texas
10640
vermont
48214
virginia
56411
washington
85845
maryland
239582
virginia
80317
minnesota
31054
texas
19515
colorado
46788
idaho
12957
iowa
7147
wyoming
41110
california
947895
texas
17702
nebraska
2741
arkansas
12318
georgia
977773
illinois
36651
indiana
20737
kentucky
6525
new york
54925
ohio
42513
pennsylvania 14772
nebraska
4907
florida
46528
nebraska
21806
texas
18413
illinois
5430
kentucky
8479
montana
92614
ohio
30708
texas
300484
52234
15002
46461
10349
50231
19311
47062
444513
34105
5092
40502
17591
52246
115704
33250
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50098
66676
40556
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43673
22637
44598
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50045 2.23E+08
51171
108351
41726
77317
47500
6131
55181
14422
47606
20960
50731
48351
82668
367516
66440
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13418
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3507
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10352
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51391
210281
36918
10240
59645
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3
0
1
3
0
1
8
0
3
0
0
5
82
1
4
0
0
5
4
10
6
4
5
1
0
0
6
100
0
1
1
25
1
4
0
2
3
0
0
3
3
0
0
1
12
0
16
garden
nebraska
1953
garfield
colorado
56953
garfield
montana
1261
garfield
nebraska
2007
garfield
oklahoma
61189
garfield
utah
5095
garfield
washington
2228
garland
arkansas
96903
garrard
kentucky
16913
garrett
maryland
29854
garvin
oklahoma
27297
garza
texas
6412
gasconade missouri
14972
gaston
north carolina 208049
gates
north carolina 11869
geary
kansas
38013
geauga
ohio
93680
gem
idaho
16673
genesee michigan
418408
genesee new york
59977
geneva
alabama
26931
gentry
missouri
6777
george
mississippi
22930
georgetownsouth carolina 60189
gibson
indiana
33458
gibson
tennessee
49626
gila
arizona
53144
gilchrist
florida
16815
giles
tennessee
29072
giles
virginia
16928
gillespie texas
25153
gilliam
oregon
1953
gilmer
georgia
28190
gilmer
west virginia
8732
gilpin
colorado
5491
glacier
montana
13711
glades
florida
13107
gladwin
michigan
25484
glascock georgia
3142
glasscock texas
1259
glenn
california
27992
gloucester new jersey
289586
gloucester virginia
36886
glynn
georgia
81022
gogebic
michigan
16084
golden valley
montana
839
golden valley
north dakota
1804
35861
63929
37500
38973
41688
46029
47379
38210
40137
45280
39171
42883
40788
43052
45183
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37905
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72188
43239
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49828
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19340
765
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1276
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140323
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25281
77592
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9419
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91525
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20986
18097
14657
15979
14563
16231
3222
20667
2822
4227
3960
6792
19554
3836
2808
6147
206579
41423
30945
77280
382
1529
0
0
0
0
3
2
0
10
4
3
5
2
1
18
3
2
6
2
34
8
0
0
0
4
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4
12
0
2
0
0
0
0
0
0
2
2
2
0
0
0
7
1
0
4
0
0
goliad
texas
7351
gonzales texas
20045
goochland virginia
21347
goodhue minnesota
46336
gooding idaho
15291
gordon
georgia
55766
goshen
wyoming
13636
gosper
nebraska
2029
gove
kansas
2729
grady
georgia
25440
grady
oklahoma
53118
grafton
new hampshire 89181
graham
arizona
37416
graham
kansas
2578
graham
north carolina 8700
grainger tennessee
22706
grand
colorado
14195
grand
utah
9328
grand forksnorth dakota 67472
grand isle vermont
6983
grand traverse
michigan
89112
granite
montana
3109
grant
arkansas
17986
grant
indiana
69330
grant
kansas
7923
grant
kentucky
24485
grant
louisiana
22068
grant
minnesota
5944
grant
nebraska
629
grant
new mexico
29388
grant
north dakota
2333
grant
oklahoma
4516
grant
oregon
7317
grant
south dakota
7259
grant
washington
91723
grant
west virginia 11816
grant
wisconsin
51087
granville north carolina 60436
gratiot
michigan
42063
graves
kentucky
37544
gray
kansas
6030
gray
texas
22978
grays harborwashington
71692
grayson kentucky
25964
grayson texas
121935
grayson virginia
15183
greeley
kansas
1298
51389
38623
81288
56099
40854
41336
42126
42875
41853
32091
47456
53000
43083
41008
32255
31711
64281
42004
46050
59566
50629
38179
50927
39377
59127
43755
39988
43777
39531
36925
41821
42227
34367
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44237
40008
45022
49090
39867
35514
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42845
42729
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31599
58971
382
10133
30252
34228
1593
26711
11395
3187
381
7318
20765
237453
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0
44626
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99845
424
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15218
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32381
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10564
892
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1
0
4
4
5
1
0
0
0
5
17
7
0
0
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4
0
5
1
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0
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0
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0
0
0
2
0
0
0
0
11
1
4
2
1
1
1
2
0
1
13
1
0
greeley
nebraska
2458
green
kentucky
11315
green
wisconsin
36909
green lake wisconsin
19039
greenbrier west virginia 35820
greene
alabama
8876
greene
arkansas
43163
greene
georgia
16092
greene
illinois
13576
greene
indiana
32940
greene
iowa
9153
greene
mississippi
14311
greene
missouri
280626
greene
new york
48673
greene
north carolina 21429
greene
ohio
163587
greene
pennsylvania 38085
greene
tennessee
68819
greene
virginia
18771
greenlee arizona
8802
greensville virginia
11851
greenup kentucky
36707
greenville south carolina 467605
greenwoodkansas
6454
greenwoodsouth carolina 69756
greer
oklahoma
6082
gregg
texas
122658
gregory
south dakota
4265
grenada mississippi
21682
griggs
north dakota
2362
grimes
texas
26783
grundy
illinois
50281
grundy
iowa
12448
grundy
missouri
10338
grundy
tennessee
13650
guadalupe new mexico
4603
guadalupe texas
139841
guernsey ohio
39817
guilford
north carolina 500879
gulf
florida
15718
gunnison colorado
15475
guthrie
iowa
10777
gwinnett georgia
842046
haakon
south dakota
1939
habersham georgia
43520
hale
alabama
15388
hale
texas
36385
42396
35313
53933
48937
35180
23004
39090
38209
42193
43869
44981
40404
41622
47033
41073
57553
42565
36310
58550
49390
42000
41902
48518
37543
39366
38882
44608
35975
33123
43000
40509
64592
55848
36590
25890
26152
61608
38179
46288
41291
50073
50000
63076
49432
41222
29236
39335
892
5481
21712
7270
13009
1880
22923
9938
4967
10364
5750
1145
309679
30956
10726
376834
22995
38106
6776
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17486
13116
1179393
3765
27358
382
81006
2296
18806
636
7528
21114
8822
6618
8682
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96314
15210
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11620
13943
8290
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509
14204
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1
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6
2
0
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1
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0
0
40
16
0
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4
12
1
0
0
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29
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2
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6
1
0
0
0
4
0
2
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5
2
42
2
1
1
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0
4
0
1
halifax
halifax
hall
hall
hall
hamblen
hamilton
hamilton
hamilton
hamilton
hamilton
hamilton
hamilton
hamilton
hamilton
hamilton
hamlin
hampden
hampshire
hampshire
hampton
hampton
hancock
hancock
hancock
hancock
hancock
hancock
hancock
hancock
hancock
hancock
hand
hanover
hansford
hanson
haralson
hardee
hardeman
hardeman
hardin
hardin
hardin
hardin
hardin
hardin
harding
north carolina 54006
virginia
35849
georgia
185416
nebraska
60345
texas
3293
tennessee
62746
florida
14708
illinois
8370
indiana
289495
iowa
15344
kansas
2639
nebraska
9011
new york
4778
ohio
802038
tennessee
345545
texas
8307
south dakota
5918
massachusetts465923
massachusetts159795
west virginia 23709
south carolina 20726
virginia
136836
georgia
8996
illinois
18891
indiana
70933
iowa
11134
kentucky
8677
maine
54558
mississippi
45255
ohio
75671
tennessee
6720
west virginia 30305
south dakota
3388
virginia
100668
texas
5521
south dakota
3377
georgia
28400
florida
27514
tennessee
26533
texas
4082
illinois
4258
iowa
17302
kentucky
107025
ohio
31627
tennessee
25950
texas
55190
new mexico
707
31370
34889
52050
47469
32059
39604
36683
39000
84449
46603
41351
54980
51142
49218
45826
40757
47771
48866
60331
29001
35914
51083
24483
43567
62184
48996
47895
47421
42591
49888
22052
38369
44375
77506
52610
47700
38664
38046
32601
36568
30875
46930
48743
39945
32131
54588
30208
17770
12854
147269
22924
1276
38541
1908
2420
395328
3760
1277
9191
7267
5784889
549616
5486
3573
445940
379375
12106
3483
168730
14841
11997
39100
7400
2904
25351
47486
55989
1914
16146
1149
101836
5364
388
19741
13541
7938
2612
1243
11905
99827
79322
16146
27322
1789
2
2
14
6
3
8
1
0
35
4
0
0
0
1
24
2
0
17
8
5
1
0
0
2
1
0
0
3
0
8
0
5
0
5
0
0
2
2
1
1
0
1
5
1
5
9
0
harding
south dakota
1316
hardy
west virginia 13866
harford
maryland
248622
harlan
kentucky
28543
harlan
nebraska
3410
harmon oklahoma
2906
harnett
north carolina 122135
harney
oregon
7212
harper
kansas
5911
harper
oklahoma
3676
harris
georgia
32550
harris
texas
4253700
harrison indiana
39134
harrison iowa
14548
harrison kentucky
18624
harrison mississippi
194029
harrison missouri
8728
harrison ohio
15714
harrison texas
67450
harrison west virginia 69141
hart
georgia
25518
hart
kentucky
18366
hartford connecticut 897259
hartley
texas
6144
harvey
kansas
34852
haskell
kansas
4256
haskell
oklahoma
12938
haskell
texas
5901
hawkins tennessee
56587
hayes
nebraska
953
hays
texas
168990
haywood north carolina 58908
haywood tennessee
18240
heard
georgia
11633
hemphill texas
4080
hempsteadarkansas
22373
henderson illinois
7043
henderson kentucky
46513
henderson north carolina 108266
henderson tennessee
28023
henderson texas
79094
hendricks indiana
150434
hendry
florida
37447
hennepin minnesota 1184576
henrico
virginia
314932
henry
alabama
17287
henry
georgia
209053
46797
255
33060
9315
79953
253314
26914
16430
45396
1526
31211
254
42965
247070
38702
729
42021
3308
44850
1531
67299
45253
52675 27583956
52263
12414
53750
7402
38690
12945
44550
134951
35915
4994
36920
9255
45357
77729
40556
149845
35685
19804
31858
8162
64007 2196830
69414
1021
48880
27746
49760
2415
37326
3571
39578
5621
36795
14504
45536
510
58247
212350
41768
43952
33504
12277
39167
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54360
4664
34885
9593
47944
3956
41473
24632
47371
61714
37627
7399
41242
44725
68192
107771
37989
8426
62966 5514390
61206 1847077
39948
10325
64251
201387
0
0
26
0
0
1
8
2
2
0
4
227
7
2
0
0
0
5
5
6
3
0
57
0
2
0
0
0
4
0
18
0
1
1
2
3
0
5
13
2
5
5
0
76
51
2
17
henry
illinois
50155
henry
indiana
49345
henry
iowa
20236
henry
kentucky
15318
henry
missouri
22153
henry
ohio
28045
henry
tennessee
32341
henry
virginia
52969
herkimer new york
64508
hernando florida
173422
hertford north carolina 24438
hettinger north dakota
2553
hickman kentucky
4754
hickman tennessee
24170
hickory
missouri
9391
hidalgo
new mexico
4794
hidalgo
texas
806552
highland ohio
42998
highland virginia
2245
highlands florida
98128
hill
montana
16366
hill
texas
35115
hillsboroughflorida
1277746
hillsboroughnew hampshire402922
hillsdale michigan
46229
hinds
mississippi
248643
hinsdale colorado
810
hitchcock nebraska
2887
hocking
ohio
29273
hockley
texas
23072
hodgeman kansas
1963
hoke
north carolina 50536
holmes
florida
19804
holmes
mississippi
18796
holmes
ohio
43025
holt
missouri
4655
holt
nebraska
10396
hood
texas
52044
hood river oregon
22584
hooker
nebraska
727
hopkins
kentucky
46718
hopkins
texas
35469
horry
south carolina 282285
hot spring arkansas
33394
hot springs wyoming
4822
houghton michigan
36520
houston alabama
103402
50698
40519
43510
42506
36944
48932
36463
33695
42680
42700
31969
41179
37535
43935
28850
35532
32479
40423
43045
34913
46724
39944
50195
70591
43139
39290
77321
36920
42227
48201
44176
46540
33510
22259
44746
41737
46292
54002
54109
39125
39187
42844
42877
38188
43063
34625
41766
33145
19463
17643
2913
8718
21910
20979
38591
259057
145721
75456
254
780
8442
5367
1528
575124
19412
3706
49882
16985
19663
1524995
787843
33142
345111
269
4725
18495
23610
1147
26978
6822
3355
34872
2294
7057
41645
23811
0
47037
9667
202040
25580
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64957
5
1
0
0
11
0
3
0
8
7
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0
0
1
6
1
9
1
0
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11
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107
29
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11
0
0
1
1
1
5
3
1
1
0
1
4
4
0
7
0
84
0
0
2
9
houston georgia
146136
houston minnesota
18837
houston tennessee
8413
houston texas
23161
howard
arkansas
13735
howard
indiana
82849
howard
iowa
9563
howard
maryland
299430
howard
missouri
10169
howard
nebraska
6336
howard
texas
35408
howell
missouri
40629
hubbard minnesota
20347
hudson
new jersey
652302
hudspeth texas
3337
huerfano colorado
6596
hughes
oklahoma
13836
hughes
south dakota 17450
humboldt california
134827
humboldt iowa
9729
humboldt nevada
17048
humphreysmississippi
9189
humphreystennessee
18275
hunt
texas
87079
hunterdon new jersey
127050
huntingdonpennsylvania 45943
huntington indiana
36987
huron
michigan
32463
huron
ohio
59280
hutchinson south dakota
7187
hutchinson texas
21922
hyde
north carolina 5859
hyde
south dakota
1437
iberia
louisiana
73999
iberville louisiana
33228
ida
iowa
7108
idaho
idaho
16308
imperial california
176948
independence
arkansas
37025
indian riverflorida
140567
indiana
pennsylvania 88218
ingham
michigan
281723
inyo
california
18495
ionia
michigan
63941
iosco
michigan
25357
iowa
iowa
16189
iowa
wisconsin
23807
55738
53017
34942
32437
37146
45022
45682
105692
46991
46358
41887
35625
45733
57660
22634
29737
33895
58082
40376
48075
54943
25730
41810
45253
103879
43026
47137
40200
48358
42386
44120
40753
43906
42989
43195
43918
36706
39402
34878
46363
41424
45758
49571
46958
36445
57476
55625
110876
11630
5715
6625
1660
122735
5641
418673
4186
1273
21343
16911
9296
1436811
11131
938
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54
139897
5497
8706
11371
6723
54815
187484
65122
11949
17014
37905
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9764
10997
2042
45430
19438
4082
13280
118326
14312
90601
101611
1372594
4701
41093
13673
20189
10333
10
1
2
1
3
31
0
14
1
0
3
0
1
7
1
4
1
0
39
0
0
1
3
4
21
3
0
5
0
0
3
0
1
4
0
2
6
13
7
15
10
32
10
3
2
0
1
iredell
north carolina 162708
irion
texas
1573
iron
michigan
11587
iron
missouri
10374
iron
utah
46750
iron
wisconsin
5934
iroquois illinois
29240
irwin
georgia
9600
isabella
michigan
70617
isanti
minnesota
38248
island
washington
79177
isle of wightvirginia
35399
issaquena mississippi
1386
itasca
minnesota
45221
itawamba mississippi
23340
izard
arkansas
13474
jack
texas
8983
jackson
alabama
53019
jackson
arkansas
17600
jackson
colorado
1348
jackson
florida
48968
jackson
georgia
60571
jackson
illinois
60071
jackson
indiana
43083
jackson
iowa
19712
jackson
kansas
13449
jackson
kentucky
13331
jackson
louisiana
16216
jackson
michigan
160309
jackson
minnesota
10281
jackson
mississippi
140298
jackson
missouri
677377
jackson
north carolina 40448
jackson
ohio
32954
jackson
oklahoma
26237
jackson
oregon
206412
jackson
south dakota
3191
jackson
tennessee
11441
jackson
texas
14255
jackson
west virginia 29234
jackson
wisconsin
20485
james city virginia
68967
jasper
georgia
13630
jasper
illinois
9614
jasper
indiana
33456
jasper
iowa
36602
jasper
mississippi
16523
51139
45250
35390
32029
42226
37413
48248
40379
36815
58721
59328
64925
22396
47106
37769
31865
46136
36383
31352
48571
39869
52883
32896
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54440
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49620
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36826
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43386
38581
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48881
28914
204639
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945
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23972
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182814
29256
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0
26053
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12523
3442
18571
6261
262
37045
65495
135149
29866
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12124
9183
7024
131980
10420
67093
1854150
87456
18200
12412
186611
127
5372
6526
13529
11914
123815
6825
3181
91279
23858
6462
17
0
0
5
4
1
4
2
5
5
7
3
0
6
0
1
1
4
0
0
2
6
1
0
2
2
0
1
22
0
2
94
4
4
2
43
0
0
0
4
1
13
4
1
4
0
1
jasper
missouri
115258
jasper
south carolina 25833
jasper
texas
35923
jay
indiana
21366
jeff davis georgia
15156
jeff davis texas
2307
jefferson alabama
660009
jefferson arkansas
74723
jefferson colorado
545358
jefferson florida
14256
jefferson georgia
16432
jefferson idaho
26684
jefferson illinois
38720
jefferson indiana
32554
jefferson iowa
16867
jefferson kansas
18945
jefferson kentucky
750828
jefferson louisiana
433676
jefferson mississippi
7638
jefferson missouri
220209
jefferson montana
11401
jefferson nebraska
7521
jefferson new york
120262
jefferson ohio
68389
jefferson oklahoma
6377
jefferson oregon
21749
jefferson pennsylvania 44764
jefferson tennessee
52191
jefferson texas
251813
jefferson washington
29854
jefferson west virginia 54504
jefferson wisconsin
84498
jefferson davis
louisiana
31432
jefferson davis
mississippi
12032
jenkins
georgia
9213
jennings indiana
28161
jerauld
south dakota
2047
jerome
idaho
22499
jersey
illinois
22742
jessamine kentucky
49635
jewell
kansas
3046
jim hogg texas
5249
jim wells texas
41754
jo daviess illinois
22549
johnson arkansas
25901
johnson georgia
9897
johnson illinois
12760
39522
36696
40099
40144
35336
49149
45750
37682
67827
42096
29178
52799
42679
43635
47784
58083
46298
48374
20375
56400
59284
42979
45559
39453
34256
42867
40058
38015
42883
46887
65285
55615
43585
25842
25467
44815
43705
39232
54469
48547
39713
36752
37413
52487
31400
31301
42172
69663
4364
22863
6758
4983
2934
1185426
111250
975920
5877
10180
7147
34834
20590
31182
5606
1254075
415610
1210
127608
18710
5866
91159
37829
1785
12149
24700
26800
205054
8207
47166
50724
10403
5495
1025
14027
636
4962
23587
59347
891
1020
13552
13963
14745
1528
8085
2
0
1
0
0
5
40
2
18
0
0
1
0
0
1
0
68
12
0
11
3
0
5
2
1
6
2
6
8
6
5
6
4
1
0
1
0
0
1
2
1
0
1
3
8
0
0
johnson indiana
143191
johnson iowa
136317
johnson kansas
559913
johnson kentucky
23383
johnson missouri
54397
johnson nebraska
5140
johnson tennessee
18095
johnson texas
153441
johnson wyoming
8615
johnston north carolina 174938
johnston oklahoma
11003
jones
georgia
28577
jones
iowa
20639
jones
mississippi
68641
jones
north carolina 10275
jones
south dakota
1013
jones
texas
19973
josephine oregon
82930
juab
utah
10341
judith basinmontana
2024
juneau
wisconsin
26631
juniata
pennsylvania 24904
kalamazoo michigan
254580
kalkaska michigan
17099
kanabec minnesota
16005
kanawha west virginia 192179
kandiyohi minnesota
42379
kane
illinois
522487
kane
utah
7221
kankakee illinois
113040
karnes
texas
15233
kaufman texas
106753
kay
oklahoma
45831
kearney nebraska
6485
kearny
kansas
3968
keith
nebraska
8220
kemper
mississippi
10335
kendall
illinois
118105
kendall
texas
35956
kenedy
texas
431
kennebec maine
121853
kenosha wisconsin
167936
kent
delaware
167626
kent
maryland
20191
kent
michigan
614462
kent
rhode island 164843
kent
texas
839
62754
53703
74761
32421
47268
43643
32159
55970
55094
49888
35789
51265
50745
37643
40687
50795
37872
37824
54000
40046
45507
45496
46019
39130
46863
44265
49915
69496
45439
49266
39297
60575
40164
54611
50612
42705
25584
82649
72092
45625
46904
54846
54783
53480
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61279
43750
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1067354
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95950
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11352
12337
29827
10940
255
21039
60174
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374
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7510
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4093
178199
27367
800512
7150
53779
6041
66618
25002
1401
1148
5114
2330
74475
22513
0
192532
172597
301541
25162
988022
154116
0
13
16
57
0
9
0
1
14
1
7
0
1
1
4
1
0
0
23
1
0
1
0
12
0
0
11
3
27
1
9
0
8
1
0
0
2
0
3
2
0
19
14
19
3
20
11
1
kenton
kentucky
161711
keokuk
iowa
10374
kern
california
856158
kerr
texas
49786
kershaw south carolina 62343
kewaunee wisconsin
20624
keweenaw michigan
2215
keya paha nebraska
804
kidder
north dakota
2426
kimball
nebraska
3783
kimble
texas
4560
king
texas
276
king
washington 2007440
king and queen
virginia
7046
king georgevirginia
24500
king williamvirginia
15981
kingfisher oklahoma
15005
kingman kansas
7863
kings
california
151364
kings
new york
2565635
kingsbury south dakota
5220
kinney
texas
3603
kiowa
colorado
1444
kiowa
kansas
2496
kiowa
oklahoma
9310
kit carson colorado
8094
kitsap
washington 254991
kittitas
washington
41672
kittson
minnesota
4493
klamath oregon
65912
kleberg
texas
32025
klickitat
washington
20699
knott
kentucky
16124
knox
illinois
52247
knox
indiana
38122
knox
kentucky
31735
knox
maine
39668
knox
missouri
4082
knox
nebraska
8573
knox
ohio
60705
knox
tennessee
441311
knox
texas
3789
koochichingminnesota
13208
kootenai idaho
142357
kosciusko indiana
77609
kossuth
iowa
15346
la crosse wisconsin
116461
53375
42030
48021
44529
43509
54783
39821
38125
37105
43191
43653
61250
70567
48170
82173
64982
52130
45817
48838
44593
47152
25703
41542
39496
33068
43194
61112
42769
50049
41787
37222
38774
31735
40112
40391
22364
46845
34596
38965
48734
47277
32646
41135
48075
51141
49548
50510
163576
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557822
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53938
10987
429
382
892
4124
1529
0
5107300
3826
30727
25360
20236
3944
76101
1670704
3686
255
445
11253
2040
1937
110505
46493
7756
38361
81719
11657
28728
41594
83328
8678
38521
1911
3590
187842
775204
1401
13164
102354
66226
9057
430486
6
0
67
3
3
1
0
2
1
0
5
0
218
1
2
1
3
6
19
0
0
1
0
0
1
2
17
12
0
16
4
21
3
13
2
0
6
0
1
3
37
0
3
7
8
2
15
la moure north dakota
4114
la plata
colorado
52401
la porte
indiana
111246
la salle
illinois
112973
la salle
louisiana
14927
la salle
texas
7109
labette
kansas
21284
lac qui parleminnesota
7109
lackawannapennsylvania 214477
laclede
missouri
35417
lafayette arkansas
7447
lafayette florida
8804
lafayette louisiana
227055
lafayette mississippi
49495
lafayette missouri
33080
lafayette wisconsin
16853
lafourche louisiana
97029
lagrange indiana
37521
lake
california
63983
lake
colorado
7338
lake
florida
303186
lake
illinois
702120
lake
indiana
493618
lake
michigan
11498
lake
minnesota
10818
lake
montana
28986
lake
ohio
229582
lake
oregon
7771
lake
south dakota 11771
lake
tennessee
7690
lake of the woods
minnesota
3973
lamar
alabama
14259
lamar
georgia
18057
lamar
mississippi
57786
lamar
texas
49811
lamb
texas
14008
lamoille vermont
24958
lampasas texas
20107
lancaster nebraska
293407
lancaster pennsylvania 526823
lancaster south carolina 79089
lancaster virginia
11236
lander
nevada
5941
lane
kansas
1704
lane
oregon
354542
langlade wisconsin
19646
lanier
georgia
10400
49922
56910
46934
52469
42066
25313
40587
48269
45185
39697
30152
49713
48591
41166
50000
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47057
39525
40543
47509
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30639
47450
38268
55968
36583
46412
26797
43523
34711
39684
50075
40050
35589
53368
48760
51059
55816
40034
46625
69814
41536
42621
42045
40878
3189
66304
125538
58888
7193
1786
10263
10859
466948
21637
2553
2171
362916
95680
19900
7591
46954
10087
28713
4603
234106
1510252
423231
2150
15312
20166
228720
4214
70130
516
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2288
11919
27038
25560
4854
24892
15986
602944
631773
118962
5081
2333
1912
753240
21798
3348
0
2
2
1
0
2
3
0
12
2
1
0
10
0
4
0
4
0
16
0
24
34
170
2
4
6
6
6
0
0
0
0
0
5
9
1
2
1
47
36
3
1
1
0
93
3
0
lapeer
michigan
88173
laramie
wyoming
94483
larimer
colorado
310487
larue
kentucky
14151
las animas colorado
14945
lassen
california
33658
latah
idaho
38184
latimer
oklahoma
11019
lauderdale alabama
92542
lauderdale mississippi
80220
lauderdale tennessee
27718
laurel
kentucky
59462
laurens
georgia
48041
laurens
south carolina 66223
lavaca
texas
19468
lawrence alabama
33838
lawrence arkansas
17012
lawrence illinois
16604
lawrence indiana
46078
lawrence kentucky
15848
lawrence mississippi
12551
lawrence missouri
38467
lawrence ohio
62109
lawrence pennsylvania 89871
lawrence south dakota 24397
lawrence tennessee
42086
le flore
oklahoma
49873
le sueur minnesota
27677
lea
new mexico
66338
leake
mississippi
23297
leavenworthkansas
77739
lebanon pennsylvania 135251
lee
alabama
147257
lee
arkansas
10216
lee
florida
645293
lee
georgia
28746
lee
illinois
35037
lee
iowa
35617
lee
kentucky
7706
lee
mississippi
85042
lee
north carolina 59715
lee
south carolina 18654
lee
texas
16601
lee
virginia
25474
leelanau michigan
21607
leflore
mississippi
30948
lehigh
pennsylvania 355245
54240
54156
57215
37920
40617
52484
39578
42610
39702
35420
34078
37286
37640
38713
43570
40009
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38326
43195
32279
37000
39829
38639
43821
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35737
36815
58074
46781
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62853
53474
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25270
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42437
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41150
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22353
54312
76375
635108
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6381
6322
37438
164671
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43300
40896
22593
35109
20909
23418
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30019
9048
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30713
24680
24923
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7
16
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1
0
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5
0
5
2
0
5
4
5
0
4
1
1
0
1
0
0
7
0
4
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9
0
6
1
9
7
10
0
39
6
4
7
0
4
0
0
0
0
3
0
24
lemhi
idaho
7758
lenawee michigan
98987
lenoir
north carolina 59227
leon
florida
283769
leon
texas
16803
leslie
kentucky
11170
letcher
kentucky
23952
levy
florida
40025
lewis
idaho
3889
lewis
kentucky
13835
lewis
missouri
10174
lewis
new york
27224
lewis
tennessee
11896
lewis
washington
75621
lewis
west virginia 16371
lewis and clark
montana
64876
lexington south carolina 270406
liberty
florida
8276
liberty
georgia
65471
liberty
montana
2392
liberty
texas
76571
licking
ohio
167537
limestone alabama
87654
limestone texas
23585
lincoln
arkansas
14101
lincoln
colorado
5453
lincoln
georgia
7737
lincoln
idaho
5277
lincoln
kansas
3174
lincoln
kentucky
24461
lincoln
louisiana
46953
lincoln
maine
34180
lincoln
minnesota
5818
lincoln
mississippi
34900
lincoln
missouri
53354
lincoln
montana
19491
lincoln
nebraska
36099
lincoln
nevada
5405
lincoln
new mexico
20309
lincoln
north carolina 79313
lincoln
oklahoma
34189
lincoln
oregon
46151
lincoln
south dakota 48296
lincoln
tennessee
33503
lincoln
washington
10437
lincoln
west virginia 21627
lincoln
wisconsin
28392
40270
48595
33749
45827
42150
29050
29564
35920
35344
27181
40579
44281
32337
44373
34617
53053
52857
40893
44146
42674
47460
54699
47199
42851
31480
43375
36741
45077
41050
33398
34152
48862
46270
38438
53726
32012
49521
42662
44557
50279
41763
41764
70043
41454
46765
31880
47426
4262
91818
24912
1531593
13007
5991
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28140
0
6233
5756
13025
3950
39811
7528
137278
253276
2167
61579
637
40497
173447
35388
7484
641
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3327
1657
134
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10801
31231
15576
27616
2296
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31402
22240
16600
6614
4466
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1
14
3
25
3
1
3
6
0
1
1
2
0
17
0
11
11
0
4
0
3
10
20
0
0
1
0
0
0
3
0
5
1
0
0
6
8
0
1
1
1
7
1
0
9
2
0
lincoln
wyoming
17961
linn
iowa
215295
linn
kansas
9441
linn
missouri
12484
linn
oregon
118360
lipscomb texas
3480
litchfield connecticut 187530
little river arkansas
12919
live oak
texas
11664
livingston illinois
38647
livingston kentucky
9423
livingston louisiana
131942
livingston michigan
182838
livingston missouri
15037
livingston new york
64810
llano
texas
19085
logan
arkansas
21983
logan
colorado
22631
logan
illinois
30013
logan
kansas
2784
logan
kentucky
26646
logan
nebraska
765
logan
north dakota
1924
logan
ohio
45474
logan
oklahoma
43666
logan
west virginia 36168
long
georgia
16048
lonoke
arkansas
69839
lorain
ohio
301478
los alamos new mexico
18159
los angeles california
9962789
loudon
tennessee
49793
loudoun virginia
336898
louisa
iowa
11278
louisa
virginia
33430
loup
nebraska
589
love
oklahoma
9558
loving
texas
71
lowndes alabama
10857
lowndes georgia
114552
lowndes mississippi
59670
lubbock texas
285760
lucas
iowa
8760
lucas
ohio
437998
luce
michigan
6522
lumpkin georgia
30611
luna
new mexico
25041
60543
13300
55666
731488
44408
4727
38211
8097
46872
64591
55457
3952
71497
106192
38564
2955
45276
2321
52835
13466
40248
5108
57254
60238
71694
143013
42260
6134
53231
98914
41837
11365
38447
8792
42324
19060
48714
14352
41289
1858
35973
14190
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510
42069
2805
47378
43003
50249
16198
36562
16060
38785
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51096
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232868
104914
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56266 15529242
50458
38515
120096 13634897
50982
2545
56502
23716
36250
0
41163
2940
78125
0
27905
4552
38535
105929
37626
19544
43983
403579
43184
6508
41949
711280
42083
2563
43704
16971
30921
4972
2
27
1
2
21
0
30
2
2
2
3
8
37
0
8
0
1
1
3
1
1
0
2
2
1
2
0
6
13
0
815
4
12
1
4
0
1
0
1
6
3
16
0
41
2
2
10
lunenburg virginia
12588
luzerne
pennsylvania 321027
lycoming pennsylvania 117168
lyman
south dakota
3789
lynn
texas
5783
lyon
iowa
11757
lyon
kansas
33748
lyon
kentucky
8351
lyon
minnesota
25543
lyon
nevada
51327
mackinac michigan
11137
macomb michigan
847383
macon
alabama
20535
macon
georgia
14263
macon
illinois
110122
macon
missouri
15573
macon
north carolina 33869
macon
tennessee
22498
macoupin illinois
47231
madera
california
152218
madison alabama
343080
madison arkansas
15645
madison florida
18907
madison georgia
27922
madison idaho
37456
madison illinois
267883
madison indiana
130348
madison iowa
15654
madison kentucky
84786
madison louisiana
12154
madison mississippi
98468
madison missouri
12448
madison montana
7733
madison nebraska
35031
madison new york
72382
madison north carolina 20742
madison ohio
43053
madison tennessee
98656
madison texas
13677
madison virginia
13200
magoffin kentucky
13041
mahaska iowa
22443
mahnomenminnesota
5536
mahoning ohio
235145
major
oklahoma
7683
malheur oregon
30630
manatee florida
333895
35210
43296
43788
41389
46456
49938
37954
40546
47254
46598
39055
54087
29355
28726
45987
37889
38653
34747
48739
47724
57453
35579
36557
41407
33791
53143
44035
56333
41876
26178
59730
35141
45242
45077
53473
38063
54366
40667
37437
59734
25410
46477
39385
40570
48012
39013
48181
4764
339786
158217
3591
2683
4927
27123
9991
22109
13941
1135
686424
15253
2800
120974
6253
31892
8737
40051
67761
3883554
12539
14609
6382
78183
464558
87165
5910
141477
10220
218388
5377
3886
31483
185710
12249
18316
109540
7413
5116
6616
9710
3712
242158
4763
12731
223315
0
10
0
0
0
1
3
2
1
1
1
58
0
1
11
1
1
0
0
9
25
2
0
1
0
18
10
4
11
0
4
0
0
0
5
6
2
13
0
8
0
0
0
21
0
4
56
manistee michigan
24672
manitowoc wisconsin
80671
marathon wisconsin
134735
marengo alabama
20401
maricopa arizona
3942169
maries
missouri
9014
marin
california
256069
marinette wisconsin
41563
marion
alabama
30327
marion
arkansas
16568
marion
florida
335125
marion
georgia
8711
marion
illinois
38894
marion
indiana
918977
marion
iowa
33419
marion
kansas
12347
marion
kentucky
20090
marion
mississippi
26442
marion
missouri
28745
marion
ohio
66238
marion
oregon
319985
marion
south carolina 32457
marion
tennessee
28291
marion
texas
10324
marion
west virginia 56678
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florida
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indiana
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kentucky
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minnesota
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north carolina 23961
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texas
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illinois
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kentucky
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michigan
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texas
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washington
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west virginia 27179
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illinois
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tennessee
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oklahoma
41168
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oklahoma
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south dakota
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illinois
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kentucky
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north dakota
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minnesota
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kansas
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kentucky
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south dakota 26052
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meagher montana
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north carolina 969031
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virginia
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43318
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ohio
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texas
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minnesota
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ohio
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tennessee
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12722
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2240
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california
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illinois
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kentucky
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missouri
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new jersey
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north dakota
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ohio
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pennsylvania 115655
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west virginia 62523
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nebraska
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colorado
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indiana
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kansas
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ohio
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pennsylvania 46773
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texas
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utah
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arkansas
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georgia
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missouri
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iowa
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texas
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milwaukee wisconsin
955205
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south dakota
2326
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colorado
709
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montana
4167
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nevada
4653
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west virginia 27956
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west virginia 26103
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15031
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10725
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6355
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alabama
413936
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california
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colorado
13200
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15625
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california
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22602
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26637
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33357
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8063
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10821
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151048
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36421
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14549
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63
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12
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17
montezumacolorado
25431
montgomery
alabama
230149
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arkansas
9340
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georgia
8913
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illinois
29620
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indiana
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iowa
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kansas
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kentucky
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maryland
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mississippi
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missouri
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new york
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north carolina 27668
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ohio
534325
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pennsylvania 808460
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tennessee
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texas
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virginia
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michigan
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south dakota
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north carolina 90302
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tennessee
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texas
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new mexico
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27559
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alabama
120395
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colorado
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georgia
17881
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illinois
35272
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indiana
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kentucky
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missouri
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ohio
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tennessee
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utah
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west virginia 17471
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nebraska
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kansas
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new jersey
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texas
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kansas
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44587 14726707
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morton
north dakota 28101
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texas
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14933
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minnesota
39372
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georgia
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minnesota
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oklahoma
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texas
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nebraska
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california
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north carolina 95708
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florida
74629
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new york
1349233
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louisiana
39436
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78621
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arizona
107094
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texas
47979
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kentucky
44319
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north dakota
3080
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virginia
14827
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10132
nemaha nebraska
7154
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kansas
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29785
ness
kansas
3068
nevada
arkansas
8925
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california
98292
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546076
new hanover
north carolina 209234
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new londonconnecticut 274170
new madridmissouri
18488
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1619090
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55196
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newport news
virginia
180726
newton
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8086
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101505
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indiana
14044
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mississippi
21601
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missouri
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texas
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new york
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7000
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minnesota
32929
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2456
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indiana
47582
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ohio
14579
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oklahoma
11522
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21487
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23419
nolan
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14924
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245782
norman minnesota
6634
northampton
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northumberland
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347691
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1220657
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31340
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14172
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580470
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26310
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10728
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33619
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21437
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indiana
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1
ohio
kentucky
24075
ohio
west virginia 44075
okaloosa florida
190083
okanogan washington
41275
okeechobeeflorida
39467
okfuskee oklahoma
12358
oklahoma oklahoma
741781
okmulgee oklahoma
39625
oktibbeha mississippi
48192
oldham
kentucky
61412
oldham
texas
2060
oliver
north dakota
1838
olmsted minnesota
147066
oneida
idaho
4215
oneida
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233556
oneida
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35714
onondaga new york
466852
onslow
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ontario
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108519
ontonagon michigan
6413
orange
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3090132
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1202234
orange
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19690
orange
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374512
orange
north carolina 137941
orange
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82977
orange
vermont
28924
orange
virginia
34246
orangeburgsouth carolina 91476
oregon
missouri
10997
orleans
louisiana
369250
orleans
new york
42836
orleans
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27109
osage
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16142
osage
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13858
osage
oklahoma
47917
osborne kansas
3806
osceola
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287416
osceola
iowa
6193
osceola
michigan
23276
oscoda
michigan
8592
oswego
new york
121700
otero
colorado
18698
otero
new mexico
66041
otoe
nebraska
15747
otsego
michigan
24020
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new york
61709
38252
41188
54140
40537
36929
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140356
14850
94962
8805
19365
174056
1
1
6
12
0
0
72
0
0
1
0
0
9
0
22
3
9
17
15
2
265
125
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23
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4
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4
2
23
4
0
6
0
1
0
18
0
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1
3
0
8
1
8
7
ottawa
kansas
6072
ottawa
michigan
269099
ottawa
ohio
41339
ottawa
oklahoma
32236
otter tail minnesota
57288
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25396
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155363
ouray
colorado
4530
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178816
overton tennessee
22190
owen
indiana
21380
owen
kentucky
10765
owsley
kentucky
4722
owyhee idaho
11439
oxford
maine
57481
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missouri
9601
ozaukee wisconsin
86823
pacific
washington
20575
page
iowa
15713
page
virginia
23895
palm beachflorida
1356545
palo alto iowa
9275
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27856
pamlico north carolina 13074
panola
mississippi
34473
panola
texas
24020
park
colorado
16029
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montana
15567
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wyoming
28702
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indiana
17069
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texas
119712
parmer
texas
10183
pasco
florida
470391
pasquotanknorth carolina 40591
passaic
new jersey
502885
patrick
virginia
18451
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144800
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6928
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2765
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16474
payette
idaho
22639
payne
oklahoma
78399
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georgia
27622
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55295
pecos
texas
15619
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7271
53287
55661
53614
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45494
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0
2335
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2419
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18875
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4151
81677
2812
298085
20080
864311
10215
68516
7175
897
382
9663
20326
114105
23986
16628
10983
2424
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9
2
0
3
1
0
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0
0
0
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10
1
7
0
1
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104
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3
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2
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8
4
7
0
14
0
46
0
9
2
13
0
0
0
2
4
2
0
4
1
0
pemiscot missouri
18111
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12980
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north carolina 54195
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14604
pendleton west virginia
7566
penningtonminnesota
14074
penningtonsouth dakota 104347
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153746
peoria
illinois
187254
pepin
wisconsin
7390
perkins
nebraska
2931
perkins
south dakota
3037
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alabama
10181
perry
arkansas
10339
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illinois
22058
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indiana
19462
perry
kentucky
28241
perry
mississippi
12086
perry
missouri
19018
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ohio
36015
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pennsylvania 45701
perry
tennessee
7860
pershing nevada
6749
person
north carolina 39268
petroleum montana
511
pettis
missouri
42319
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missouri
44987
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nebraska
9215
philadelphiapennsylvania 1547607
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arkansas
20784
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colorado
4367
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kansas
5519
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montana
4128
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illinois
16504
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alabama
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georgia
29268
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south carolina 119670
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tennessee
5100
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georgia
18844
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nebraska
7166
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north dakota
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washington 811681
pierce
wisconsin
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pike
alabama
33182
pike
arkansas
11247
28798
38922
44568
48354
32989
45007
48378
43601
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18630
0
31087
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4222223
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6138
1042395
93498
16372
5858
2
3
2
0
1
0
16
21
14
0
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0
1
0
3
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1
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4
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1
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3
2
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14
0
0
13
0
3
0
0
139
1
1
0
pike
georgia
17810
pike
illinois
16308
pike
indiana
12766
pike
kentucky
64178
pike
mississippi
40100
pike
missouri
18565
pike
ohio
28480
pike
pennsylvania 56899
pima
arizona
992394
pinal
arizona
387365
pine
minnesota
29218
pinellas
florida
921319
pipestone minnesota
9345
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17290
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colorado
17263
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north carolina 172554
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45048
pittsylvaniavirginia
62807
piute
utah
1524
placer
california
361682
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louisiana
23921
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missouri
92054
platte
nebraska
32681
platte
wyoming
8756
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7595
plumas
california
19399
plymouth iowa
24907
plymouth massachusetts499759
pocahontasiowa
7150
pocahontaswest virginia
8692
poinsett arkansas
24307
pointe coupee
louisiana
22726
polk
arkansas
20471
polk
florida
616158
polk
georgia
41188
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iowa
443710
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minnesota
31416
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missouri
31017
polk
nebraska
5320
polk
north carolina 20271
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oregon
76353
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tennessee
16686
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texas
45656
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wisconsin
43610
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6165
pontotoc mississippi
30594
pontotoc oklahoma
37958
56433
40668
40525
33148
32751
42276
39669
58672
46341
51212
44463
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68242
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33816
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38514
57473
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43332
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49527
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8146
3023
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9835
1377012
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11743
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16927
45670
3414
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15467
56646
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13385
4719
17947
15147
380860
7525
5616
10632
10853
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654518
15795
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31894
636
12794
47319
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20092
26554
2312
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27622
2
1
0
1
0
1
5
8
178
53
0
43
0
2
5
9
0
16
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1
5
2
2
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35
3
0
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46
2
35
3
7
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2
12
3
1
3
3
0
4
pope
arkansas
pope
illinois
pope
minnesota
portage ohio
portage wisconsin
porter
indiana
posey
indiana
pottawatomie
kansas
pottawatomie
oklahoma
pottawattamie
iowa
potter
pennsylvania
potter
south dakota
potter
texas
powder river
montana
powell
kentucky
powell
montana
power
idaho
poweshiek iowa
powhatan virginia
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arkansas
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montana
pratt
kansas
preble
ohio
prentiss mississippi
presidio texas
presque islemichigan
preston
west virginia
price
wisconsin
prince edward
virginia
prince george
virginia
prince georges
maryland
prince william
virginia
providence rhode island
prowers colorado
pueblo
colorado
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arkansas
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georgia
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illinois
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indiana
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kentucky
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missouri
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virginia
pushmatahaoklahoma
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putnam illinois
putnam indiana
62765
4272
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165682
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36170
2300
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638
13947
3051
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1148
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2181
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53645
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97381
16
0
1
14
2
3
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4
1
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20
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2
2
0
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5
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0
1
4
18
23
46
0
19
31
0
0
0
1
5
4
0
7
1
0
0
putnam missouri
4931
putnam new york
99607
putnam ohio
34198
putnam tennessee
73229
putnam west virginia 56435
quay
new mexico
8769
queen annes
maryland
48595
queens
new york
2272771
quitman georgia
2404
quitman mississippi
7798
rabun
georgia
16297
racine
wisconsin
194797
rains
texas
10943
raleigh
west virginia 79021
ralls
missouri
10277
ramsey
minnesota
520152
ramsey
north dakota 11536
randall
texas
125082
randolph alabama
22675
randolph arkansas
17930
randolph georgia
7327
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32956
randolph indiana
25815
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25330
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rankin
mississippi
145165
ransom
north dakota
5444
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louisiana
132373
rappahannock
virginia
7456
ravalli
montana
40617
rawlins
kansas
2560
ray
missouri
23064
reagan
texas
3475
real
texas
3369
red lake minnesota
4087
red river louisiana
8983
red river texas
12694
red willow nebraska
10975
redwood minnesota
15847
reeves
texas
13798
refugio
texas
7259
reno
kansas
64438
rensselaer new york
159835
renville
minnesota
15369
renville
north dakota
2559
republic kansas
4858
34556
92711
59378
34305
53640
29772
84483
56406
32656
24545
33533
54356
45168
38596
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2055
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12529
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636
2422
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2325
2931
9464
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1048
30941
594417
15630
1647
3829
0
6
1
6
1
1
4
31
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3
12
3
12
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3
6
3
7
0
0
0
7
0
3
0
3
0
0
5
0
0
2
0
9
3
0
0
0
reynolds missouri
6667
rhea
tennessee
32247
rice
kansas
9985
rice
minnesota
64854
rich
utah
2267
richardson nebraska
8290
richland illinois
16176
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20921
richland montana
10810
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richland ohio
122673
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richland wisconsin
17818
richmond georgia
202587
richmond new york
470728
richmond north carolina 46627
richmond virginia
9059
riley
kansas
75508
ringgold iowa
5096
rio arriba new mexico
40318
rio blanco colorado
6857
rio grande colorado
11943
ripley
indiana
28583
ripley
missouri
14036
ritchie
west virginia 10236
riverside california
2268783
roane
tennessee
53469
roane
west virginia 14684
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92901
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south dakota 10303
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texas
854
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2188
robertson tennessee
66931
robertson texas
16545
robeson north carolina 135496
rock
minnesota
9553
rock
nebraska
1376
rock
wisconsin
160418
rock island illinois
147457
rockbridge virginia
22394
rockcastle kentucky
17006
rockdale georgia
85820
rockinghamnew hampshire297820
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rockinghamvirginia
77391
rockland new york
317757
rockwall texas
83021
33382
36934
46155
59533
53924
39512
42305
38469
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43098
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44326
39090
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22905
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29350
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14602
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3442
1783684
38361
5527
184591
4721
765
254
30846
4779
129296
4973
1659
164353
520405
150583
6630
55037
684213
37203
137941
336964
79656
0
1
1
8
0
0
0
0
0
1
6
20
0
15
18
2
0
6
0
10
1
0
3
3
2
241
2
3
16
0
1
0
3
2
5
0
0
6
11
2
0
10
29
0
9
8
5
roger mills oklahoma
3774
rogers
oklahoma
88367
rolette
north dakota 14382
rooks
kansas
5223
roosevelt montana
10927
roosevelt new mexico
20419
roscommonmichigan
24106
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minnesota
15476
rosebud montana
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ohio
77429
routt
colorado
23334
rowan
kentucky
23447
rowan
north carolina 138180
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texas
10449
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indiana
17095
rush
kansas
3220
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texas
54026
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wisconsin
14316
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alabama
57820
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kansas
6946
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kentucky
17497
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virginia
28445
rutherford north carolina 67323
rutherford tennessee
274454
rutland
vermont
60869
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louisiana
24325
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texas
10433
sac
iowa
10153
sacramentocalifornia
1450121
sagadahoc maine
35191
saginaw michigan
198353
saguache colorado
6304
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new jersey
65774
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arkansas
111845
saline
illinois
24946
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kansas
55988
saline
missouri
23339
saline
nebraska
14557
salt lake utah
1063842
saluda
south carolina 19893
sampson north carolina 63949
san augustine
texas
8818
san benito california
56884
san bernardino
california
2081313
san diego california
3177063
san francisco
california
825863
san jacinto texas
27126
54352
1796
58434
37461
27662
5742
40000
2039
37807
5224
35841
9979
33286
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48612
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37128
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99541
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12563
33109
5871
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5376
56553 4212259
56865
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129631
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4604
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28030
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36083
19598
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50490
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9106
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5115
59168 3399900
39095
659
36832
27305
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65570
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55853 1876414
63857 20133332
72947 4716334
48750
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1
1
0
2
5
0
1
0
1
17
1
0
11
4
1
1
2
1
2
1
0
0
1
4
1
0
0
1
166
4
11
9
6
4
1
0
3
1
89
0
1
1
12
246
211
117
3
san joaquincalifornia
702612
san juan colorado
690
san juan new mexico 128529
san juan utah
14965
san juan washington
15824
san luis obispo
california
274804
san mateo california
739311
san miguel colorado
7580
san miguel new mexico
28891
san patriciotexas
65600
san saba texas
6002
sanborn south dakota
2324
sanders
montana
11408
sandoval new mexico 135588
sandusky ohio
60510
sangamon illinois
199271
sanilac
michigan
42268
sanpete utah
27906
santa barbara
california
431249
santa clara california
1837504
santa cruz arizona
47303
santa cruz california
266776
santa fe new mexico 146375
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158512
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386147
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222133
sargent
north dakota
3896
sarpy
nebraska
165853
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wisconsin
62597
saunders nebraska
20823
sawyer
wisconsin
16581
schenectadynew york
155124
schleicher texas
3264
schley
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ohio
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arkansas
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illinois
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iowa
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18
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3
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0
1
16
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kansas
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kentucky
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minnesota
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mississippi
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missouri
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tennessee
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virginia
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texas
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arkansas
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new york
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ohio
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kansas
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nebraska
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mississippi
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arkansas
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california
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illinois
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kentucky
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missouri
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ohio
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tennessee
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texas
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0
48
29
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1
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1
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0
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2
0
2
0
0
41
2
27
8
7
0
3
0
3
0
3
53
0
4
8
0
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3580
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5319
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1266
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29596
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6113
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3108
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1732
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3073
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69232
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12702
sibley
minnesota
15123
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california
3086
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new mexico
11895
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34403
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17538
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27374
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iowa
34268
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nebraska
1315
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north dakota
4347
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washington 118222
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11187
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north dakota
758
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kansas
3765
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mississippi
16345
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tennessee
19102
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texas
214821
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virginia
31718
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pennsylvania 39672
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new mexico
17603
solano
california
420757
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51910
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26253
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327707
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8598
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491829
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virginia
18409
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63865
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20837
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17416
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south dakota
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41635
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317
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21804
0
0
0
3
4
0
1
0
4
1
1
1
0
14
2
2
1
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1
17
27
1
0
0
0
2
9
8
134
0
1
29
8
3
13
7
5
75
4
3
9
0
1
0
73
6
1
st charles louisiana
52681
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368666
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alabama
85237
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illinois
268858
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michigan
160644
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missouri
9474
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wisconsin
85242
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27858
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65917
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11071
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21722
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louisiana
44758
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florida
202188
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266344
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60796
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83662
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112232
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minnesota
200319
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missouri
1000438
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florida
283866
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52726
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louisiana
53697
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239453
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4358
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134352
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521726
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south dakota
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north carolina 60576
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kansas
2175
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nebraska
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illinois
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north dakota 26771
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ohio
374868
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indiana
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texas
61615
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missouri
17740
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minnesota
151606
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minnesota
36322
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north dakota
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texas
1191
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134
48502
28233
3
2
4
17
3
1
6
0
7
0
1
0
7
34
7
5
8
10
30
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1
1
2
27
0
5
81
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2
0
1
0
3
26
1
2
0
5
1
0
2
5
0
5
0
5
steuben new york
99063
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kansas
5756
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minnesota
9663
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washington
43538
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georgia
6042
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tennessee
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9195
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29795
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north carolina 46783
stone
arkansas
12663
stone
mississippi
18028
stone
missouri
31568
stonewall texas
1475
storey
nevada
3935
story
iowa
91140
strafford new hampshire124119
stutsman north dakota 20934
sublette wyoming
10368
suffolk
massachusetts744426
suffolk
new york
1499273
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virginia
85181
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indiana
21188
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missouri
6546
sullivan
new hampshire 43074
sullivan
new york
76793
sullivan
pennsylvania
6461
sullivan
tennessee
156786
sully
south dakota
1427
summers west virginia 13737
summit
colorado
28044
summit
ohio
540811
summit
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