Code
library(tidyverse)
knitr::opts_chunk$set(echo = TRUE, warning=FALSE, message=FALSE)Challenge 1
challenge_1
Reading in data and creating a post
##Read the data Import data into R as a cvs file. This dataset contains information about the total number of railroad employees per county in the US.
Code
railroad <- read.csv("_data/railroad_2012_clean_county.csv")
head(railroad) state county total_employees
1 AE APO 2
2 AK ANCHORAGE 7
3 AK FAIRBANKS NORTH STAR 2
4 AK JUNEAU 3
5 AK MATANUSKA-SUSITNA 2
6 AK SITKA 1##Get dimension for railroad dataset This dataset has 3 different columns and 2930 rows.
Code
dim(railroad)[1] 2930 3##Get column names of railroad This dataset contains 3 columns named “state”, “county”, and “total_employees.”
Code
colnames(railroad)[1] "state" "county" "total_employees"##Select station_county and total_employees columns Focus on the total number of employees per county.
Code
select(railroad, county, total_employees) county total_employees
1 APO 2
2 ANCHORAGE 7
3 FAIRBANKS NORTH STAR 2
4 JUNEAU 3
5 MATANUSKA-SUSITNA 2
6 SITKA 1
7 SKAGWAY MUNICIPALITY 88
8 AUTAUGA 102
9 BALDWIN 143
10 BARBOUR 1
11 BIBB 25
12 BLOUNT 154
13 BULLOCK 13
14 BUTLER 29
15 CALHOUN 45
16 CHAMBERS 13
17 CHEROKEE 9
18 CHILTON 72
19 CHOCTAW 7
20 CLARKE 26
21 CLAY 10
22 CLEBURNE 7
23 COFFEE 14
24 COLBERT 199
25 CONECUH 11
26 COOSA 5
27 COVINGTON 12
28 CRENSHAW 5
29 CULLMAN 129
30 DALE 11
31 DALLAS 122
32 DEKALB 33
33 ELMORE 116
34 ESCAMBIA 47
35 ETOWAH 78
36 FAYETTE 3
37 FRANKLIN 40
38 GENEVA 8
39 GREENE 7
40 HALE 8
41 HENRY 1
42 HOUSTON 46
43 JACKSON 55
44 JEFFERSON 990
45 LAMAR 25
46 LAUDERDALE 117
47 LAWRENCE 11
48 LEE 46
49 LIMESTONE 7
50 LOWNDES 7
51 MACON 6
52 MADISON 29
53 MARENGO 16
54 MARION 17
55 MARSHALL 29
56 MOBILE 331
57 MONROE 43
58 MONTGOMERY 102
59 MORGAN 42
60 PERRY 4
61 PICKENS 24
62 PIKE 19
63 RANDOLPH 39
64 RUSSELL 38
65 SHELBY 158
66 ST CLAIR 162
67 SUMTER 9
68 TALLADEGA 42
69 TALLAPOOSA 19
70 TUSCALOOSA 60
71 WALKER 192
72 WASHINGTON 11
73 WILCOX 11
74 WINSTON 45
75 APO 1
76 ARKANSAS 11
77 ASHLEY 18
78 BAXTER 25
79 BENTON 35
80 BOONE 5
81 BRADLEY 8
82 CALHOUN 5
83 CHICOT 3
84 CLARK 40
85 CLAY 13
86 CLEBURNE 8
87 CLEVELAND 79
88 COLUMBIA 5
89 CONWAY 19
90 CRAIGHEAD 61
91 CRAWFORD 55
92 CRITTENDEN 48
93 CROSS 30
94 DALLAS 12
95 DESHA 15
96 DREW 34
97 FAULKNER 289
98 FRANKLIN 5
99 FULTON 54
100 GARLAND 68
101 GRANT 167
102 GREENE 15
103 HEMPSTEAD 6
104 HOT SPRING 79
105 HOWARD 37
106 INDEPENDENCE 32
107 IZARD 4
108 JACKSON 13
109 JEFFERSON 361
110 JOHNSON 7
111 LAFAYETTE 11
112 LAWRENCE 32
113 LEE 3
114 LINCOLN 54
115 LITTLE RIVER 22
116 LOGAN 4
117 LONOKE 330
118 MADISON 7
119 MARION 8
120 MILLER 10
121 MISSISSIPPI 18
122 MONROE 7
123 MONTGOMERY 2
124 NEVADA 15
125 NEWTON 1
126 OUACHITA 15
127 PERRY 22
128 PHILLIPS 11
129 PIKE 10
130 POINSETT 4
131 POLK 17
132 POPE 31
133 PRAIRIE 5
134 PULASKI 972
135 RANDOLPH 19
136 SALINE 262
137 SCOTT 3
138 SEBASTIAN 43
139 SEVIER 50
140 SHARP 20
141 ST FRANCIS 16
142 STONE 2
143 UNION 20
144 VAN BUREN 2
145 WASHINGTON 46
146 WHITE 102
147 YELL 9
148 APACHE 270
149 COCHISE 60
150 COCONINO 268
151 GILA 37
152 GRAHAM 48
153 GREENLEE 3
154 LA PAZ 10
155 MARICOPA 462
156 MOHAVE 407
157 NAVAJO 510
158 PIMA 749
159 PINAL 154
160 SANTA CRUZ 18
161 YAVAPAI 63
162 YUMA 94
163 ALAMEDA 346
164 AMADOR 9
165 BUTTE 69
166 CALAVERAS 30
167 COLUSA 2
168 CONTRA COSTA 348
169 EL DORADO 103
170 FRESNO 341
171 GLENN 4
172 HUMBOLDT 2
173 IMPERIAL 65
174 KERN 500
175 KINGS 21
176 LAKE 2
177 LASSEN 14
178 LOS ANGELES 2545
179 MADERA 39
180 MARIN 12
181 MARIPOSA 4
182 MENDOCINO 6
183 MERCED 59
184 MODOC 3
185 MONO 1
186 MONTEREY 29
187 NAPA 17
188 NEVADA 36
189 ORANGE 460
190 PLACER 539
191 PLUMAS 84
192 RIVERSIDE 1567
193 SACRAMENTO 738
194 SAN BENITO 13
195 SAN BERNARDINO 2888
196 SAN DIEGO 206
197 SAN FRANCISCO 61
198 SAN JOAQUIN 474
199 SAN LUIS OBISPO 98
200 SAN MATEO 80
201 SANTA BARBARA 36
202 SANTA CLARA 244
203 SANTA CRUZ 44
204 SHASTA 69
205 SIERRA 2
206 SISKIYOU 83
207 SOLANO 221
208 SONOMA 38
209 STANISLAUS 195
210 SUTTER 54
211 TEHAMA 10
212 TRINITY 2
213 TULARE 97
214 TUOLUMNE 9
215 VENTURA 68
216 YOLO 62
217 YUBA 88
218 ADAMS 553
219 ALAMOSA 10
220 ARAPAHOE 128
221 ARCHULETA 2
222 BACA 3
223 BENT 1
224 BOULDER 71
225 BROOMFIELD 42
226 CHAFFEE 6
227 CHEYENNE 1
228 CLEAR CREEK 2
229 CONEJOS 6
230 COSTILLA 1
231 CROWLEY 7
232 CUSTER 3
233 DELTA 16
234 DENVER 503
235 DOLORES 1
236 DOUGLAS 112
237 EAGLE 10
238 EL PASO 129
239 ELBERT 10
240 FREMONT 28
241 GARFIELD 13
242 GILPIN 5
243 GRAND 10
244 GUNNISON 1
245 HUERFANO 10
246 JEFFERSON 267
247 KIOWA 3
248 KIT CARSON 2
249 LA PLATA 1
250 LAKE 2
251 LARIMER 159
252 LAS ANIMAS 77
253 LINCOLN 5
254 LOGAN 137
255 MESA 252
256 MOFFAT 6
257 MONTEZUMA 2
258 MONTROSE 10
259 MORGAN 34
260 OTERO 141
261 PARK 12
262 PHILLIPS 4
263 PITKIN 1
264 PROWERS 26
265 PUEBLO 526
266 RIO GRANDE 10
267 ROUTT 30
268 SAGUACHE 2
269 SEDGWICK 16
270 SUMMIT 6
271 TELLER 6
272 WASHINGTON 3
273 WELD 223
274 YUMA 3
275 FAIRFIELD 486
276 HARTFORD 113
277 LITCHFIELD 57
278 MIDDLESEX 137
279 NEW HAVEN 1561
280 NEW LONDON 146
281 TOLLAND 26
282 WINDHAM 66
283 WASHINGTON DC 279
284 KENT 158
285 NEW CASTLE 1275
286 SUSSEX 62
287 ALACHUA 22
288 BAKER 81
289 BAY 45
290 BRADFORD 20
291 BREVARD 33
292 BROWARD 294
293 CALHOUN 1
294 CHARLOTTE 10
295 CITRUS 23
296 CLAY 636
297 COLLIER 14
298 COLUMBIA 35
299 DESOTO 9
300 DIXIE 2
301 DUVAL 3073
302 ESCAMBIA 124
303 FLAGLER 29
304 FRANKLIN 2
305 GADSDEN 5
306 GILCHRIST 1
307 GLADES 5
308 GULF 6
309 HAMILTON 11
310 HARDEE 2
311 HENDRY 1
312 HERNANDO 30
313 HIGHLANDS 15
314 HILLSBOROUGH 387
315 HOLMES 6
316 INDIAN RIVER 12
317 JACKSON 12
318 JEFFERSON 3
319 LAFAYETTE 5
320 LAKE 77
321 LEE 43
322 LEON 21
323 LEVY 6
324 LIBERTY 1
325 MADISON 1
326 MANATEE 23
327 MARION 48
328 MARTIN 9
329 MIAMI-DADE 346
330 MONROE 7
331 NASSAU 242
332 OKALOOSA 6
333 OKEECHOBEE 12
334 ORANGE 101
335 OSCEOLA 30
336 PALM BEACH 155
337 PASCO 71
338 PINELLAS 73
339 POLK 238
340 PUTNAM 34
341 SANTA ROSA 48
342 SARASOTA 18
343 SEMINOLE 92
344 ST JOHNS 449
345 ST LUCIE 56
346 SUMTER 36
347 SUWANNEE 11
348 TAYLOR 5
349 UNION 11
350 VOLUSIA 175
351 WAKULLA 4
352 WALTON 3
353 WASHINGTON 13
354 APPLING 24
355 ATKINSON 22
356 BACON 56
357 BALDWIN 11
358 BANKS 1
359 BARROW 32
360 BARTOW 114
361 BEN HILL 120
362 BERRIEN 12
363 BIBB 304
364 BLECKLEY 17
365 BRANTLEY 112
366 BROOKS 4
367 BRYAN 95
368 BULLOCH 42
369 BURKE 17
370 BUTTS 23
371 CALHOUN 3
372 CAMDEN 41
373 CANDLER 4
374 CARROLL 130
375 CATOOSA 120
376 CHARLTON 35
377 CHATHAM 281
378 CHATTAHOOCHEE 4
379 CHATTOOGA 4
380 CHEROKEE 129
381 CLARKE 9
382 CLAY 2
383 CLAYTON 194
384 CLINCH 16
385 COBB 661
386 COFFEE 85
387 COLQUITT 5
388 COLUMBIA 89
389 COOK 4
390 COWETA 116
391 CRAWFORD 6
392 CRISP 12
393 DADE 31
394 DAWSON 3
395 DECATUR 11
396 DEKALB 315
397 DODGE 9
398 DOOLY 6
399 DOUGHERTY 43
400 DOUGLAS 282
401 EARLY 6
402 EFFINGHAM 130
403 ELBERT 1
404 EMANUEL 33
405 EVANS 5
406 FANNIN 9
407 FAYETTE 177
408 FLOYD 31
409 FORSYTH 40
410 FRANKLIN 6
411 FULTON 878
412 GILMER 6
413 GLASCOCK 1
414 GLYNN 40
415 GORDON 33
416 GRADY 9
417 GREENE 5
418 GWINNETT 372
419 HABERSHAM 12
420 HALL 55
421 HANCOCK 4
422 HARALSON 21
423 HARRIS 37
424 HART 10
425 HEARD 4
426 HENRY 269
427 HOUSTON 89
428 IRWIN 24
429 JACKSON 38
430 JASPER 13
431 JEFF DAVIS 12
432 JEFFERSON 11
433 JENKINS 17
434 JOHNSON 4
435 JONES 42
436 LAMAR 19
437 LANIER 10
438 LAURENS 11
439 LEE 22
440 LIBERTY 28
441 LINCOLN 15
442 LONG 4
443 LOWNDES 87
444 LUMPKIN 2
445 MACON 4
446 MADISON 6
447 MARION 7
448 MCDUFFIE 32
449 MCINTOSH 7
450 MERIWETHER 78
451 MILLER 2
452 MITCHELL 6
453 MONROE 63
454 MONTGOMERY 4
455 MORGAN 2
456 MURRAY 6
457 MUSCOGEE 84
458 NEWTON 9
459 OCONEE 7
460 OGLETHORPE 3
461 PAULDING 200
462 PEACH 47
463 PICKENS 16
464 PIERCE 271
465 PIKE 17
466 POLK 65
467 PULASKI 3
468 PUTNAM 10
469 RABUN 4
470 RANDOLPH 12
471 RICHMOND 206
472 ROCKDALE 60
473 SCHLEY 7
474 SCREVEN 7
475 SEMINOLE 2
476 SPALDING 33
477 STEPHENS 8
478 STEWART 3
479 SUMTER 9
480 TALBOT 13
481 TATTNALL 4
482 TAYLOR 11
483 TELFAIR 5
484 TERRELL 9
485 THOMAS 30
486 TIFT 13
487 TOOMBS 28
488 TREUTLEN 1
489 TROUP 53
490 TURNER 7
491 TWIGGS 12
492 UPSON 18
493 WALKER 54
494 WALTON 117
495 WARE 413
496 WARREN 8
497 WASHINGTON 34
498 WAYNE 94
499 WEBSTER 3
500 WHITE 3
501 WHITFIELD 22
502 WILCOX 15
503 WILKES 7
504 WILKINSON 22
505 WORTH 11
506 HAWAII 1
507 HONOLULU 2
508 KAUAI 1
509 ADAIR 5
510 ADAMS 7
511 ALLAMAKEE 18
512 APPANOOSE 13
513 AUDUBON 1
514 BENTON 39
515 BLACK HAWK 116
516 BOONE 206
517 BREMER 17
518 BUCHANAN 35
519 BUENA VISTA 2
520 BUTLER 23
521 CALHOUN 16
522 CARROLL 38
523 CASS 13
524 CEDAR 19
525 CERRO GORDO 157
526 CHEROKEE 2
527 CHICKASAW 7
528 CLARKE 16
529 CLAY 2
530 CLAYTON 24
531 CLINTON 140
532 CRAWFORD 8
533 DALLAS 46
534 DAVIS 11
535 DECATUR 9
536 DELAWARE 18
537 DES MOINES 179
538 DICKINSON 2
539 DUBUQUE 71
540 EMMET 6
541 FAYETTE 23
542 FLOYD 34
543 FRANKLIN 11
544 FREMONT 15
545 GREENE 19
546 GRUNDY 9
547 GUTHRIE 10
548 HAMILTON 31
549 HANCOCK 10
550 HARDIN 20
551 HARRISON 102
552 HENRY 26
553 HOWARD 1
554 HUMBOLDT 17
555 IDA 1
556 IOWA 13
557 JACKSON 26
558 JASPER 24
559 JEFFERSON 10
560 JOHNSON 37
561 JONES 14
562 KEOKUK 3
563 KOSSUTH 5
564 LEE 204
565 LINN 146
566 LOUISA 7
567 LUCAS 5
568 LYON 2
569 MADISON 12
570 MAHASKA 3
571 MARION 14
572 MARSHALL 90
573 MILLS 96
574 MITCHELL 15
575 MONONA 12
576 MONROE 14
577 MONTGOMERY 19
578 MUSCATINE 29
579 O'BRIEN 1
580 OSCEOLA 1
581 PAGE 13
582 PALO ALTO 2
583 PLYMOUTH 14
584 POCAHONTAS 5
585 POLK 235
586 POTTAWATTAMIE 609
587 POWESHIEK 7
588 RINGGOLD 13
589 SAC 10
590 SCOTT 137
591 SHELBY 12
592 SIOUX 1
593 STORY 94
594 TAMA 20
595 TAYLOR 3
596 UNION 70
597 VAN BUREN 8
598 WAPELLO 42
599 WARREN 37
600 WASHINGTON 10
601 WAYNE 5
602 WEBSTER 65
603 WINNEBAGO 6
604 WINNESHIEK 1
605 WOODBURY 155
606 WORTH 12
607 WRIGHT 36
608 ADA 81
609 ADAMS 2
610 BANNOCK 538
611 BEAR LAKE 71
612 BENEWAH 10
613 BINGHAM 47
614 BOISE 3
615 BONNER 40
616 BONNEVILLE 44
617 BOUNDARY 44
618 CANYON 168
619 CARIBOU 12
620 CASSIA 16
621 CLEARWATER 1
622 CUSTER 1
623 ELMORE 9
624 FRANKLIN 20
625 FREMONT 1
626 GEM 26
627 GOODING 4
628 IDAHO 4
629 JEFFERSON 6
630 JEROME 11
631 KOOTENAI 205
632 LATAH 11
633 LEWIS 2
634 LINCOLN 6
635 MINIDOKA 32
636 NEZ PERCE 13
637 ONEIDA 8
638 OWYHEE 7
639 PAYETTE 23
640 POWER 12
641 TWIN FALLS 63
642 VALLEY 1
643 WASHINGTON 21
644 ADAMS 116
645 ALEXANDER 2
646 BOND 23
647 BOONE 44
648 BROWN 7
649 BUREAU 35
650 CALHOUN 4
651 CARROLL 96
652 CASS 66
653 CHAMPAIGN 131
654 CHRISTIAN 104
655 CLARK 24
656 CLAY 14
657 CLINTON 38
658 COLES 42
659 COOK 8207
660 CRAWFORD 12
661 CUMBERLAND 9
662 DE WITT 46
663 DEKALB 119
664 DOUGLAS 60
665 DUPAGE 837
666 DUPAGEE 45
667 EDGAR 12
668 EDWARDS 4
669 EFFINGHAM 33
670 FAYETTE 32
671 FORD 23
672 FRANKLIN 39
673 FULTON 56
674 GALLATIN 7
675 GREENE 13
676 GRUNDY 83
677 HAMILTON 19
678 HANCOCK 127
679 HARDIN 1
680 HENDERSON 100
681 HENRY 74
682 IROQUOIS 87
683 JACKSON 37
684 JASPER 4
685 JEFFERSON 72
686 JERSEY 14
687 JO DAVIESS 14
688 JOHNSON 26
689 KANE 577
690 KANKAKEE 289
691 KENDALL 122
692 KNOX 885
693 LA SALLE 132
694 LAKE 340
695 LAWRENCE 6
696 LEE 40
697 LIVINGSTON 12
698 LOGAN 16
699 MACON 425
700 MACOUPIN 79
701 MADISON 427
702 MARION 261
703 MARSHALL 10
704 MASON 23
705 MASSAC 9
706 MCDONOUGH 53
707 MCHENRY 273
708 MCLEAN 45
709 MENARD 10
710 MERCER 18
711 MONROE 122
712 MONTGOMERY 38
713 MORGAN 43
714 MOULTRIE 49
715 OGLE 75
716 PEORIA 130
717 PERRY 20
718 PIATT 54
719 PIKE 50
720 POPE 1
721 PULASKI 7
722 PUTNAM 5
723 RANDOLPH 68
724 RICHLAND 9
725 ROCK ISLAND 94
726 SALINE 11
727 SANGAMON 114
728 SCHUYLER 32
729 SCOTT 15
730 SHELBY 45
731 ST CLAIR 495
732 STARK 5
733 STEPHENSON 33
734 TAZEWELL 71
735 UNION 41
736 VERMILION 178
737 WABASH 14
738 WARREN 188
739 WASHINGTON 29
740 WAYNE 18
741 WHITE 16
742 WHITESIDE 124
743 WILL 1784
744 WILLIAMSON 53
745 WINNEBAGO 76
746 WOODFORD 14
747 ADAMS 11
748 ALLEN 536
749 BARTHOLOMEW 12
750 BENTON 6
751 BLACKFORD 24
752 BOONE 22
753 BROWN 7
754 CARROLL 26
755 CASS 35
756 CLARK 131
757 CLAY 28
758 CLINTON 28
759 CRAWFORD 21
760 DAVIESS 35
761 DEARBORN 50
762 DECATUR 7
763 DEKALB 118
764 DELAWARE 125
765 DUBOIS 35
766 ELKHART 306
767 FAYETTE 19
768 FLOYD 85
769 FOUNTAIN 21
770 FRANKLIN 10
771 FULTON 8
772 GIBSON 153
773 GRANT 39
774 GREENE 72
775 HAMILTON 63
776 HANCOCK 60
777 HARRISON 147
778 HENDRICKS 229
779 HENRY 35
780 HOWARD 34
781 HUNTINGTON 66
782 JACKSON 11
783 JASPER 80
784 JAY 18
785 JEFFERSON 10
786 JENNINGS 13
787 JOHNSON 165
788 KNOX 16
789 KOSCIUSKO 30
790 LAGRANGE 16
791 LAKE 1999
792 LAPORTE 360
793 LAPORTEE 24
794 LAWRENCE 16
795 MADISON 70
796 MARION 703
797 MARSHALL 40
798 MARTIN 3
799 MIAMI 146
800 MONROE 27
801 MONTGOMERY 30
802 MORGAN 105
803 NEWTON 18
804 NOBLE 59
805 OHIO 5
806 ORANGE 7
807 OWEN 19
808 PARKE 10
809 PERRY 7
810 PIKE 27
811 PORTER 550
812 POSEY 41
813 PULASKI 11
814 PUTNAM 41
815 RANDOLPH 23
816 RIPLEY 8
817 RUSH 7
818 SCOTT 10
819 SHELBY 43
820 SPENCER 23
821 ST JOSEPH 258
822 STARKE 58
823 STEUBEN 45
824 SULLIVAN 34
825 TIPPECANOE 118
826 TIPTON 14
827 UNION 7
828 VANDERBURGH 221
829 VERMILLION 23
830 VIGO 103
831 WABASH 30
832 WARREN 8
833 WARRICK 82
834 WASHINGTON 29
835 WAYNE 12
836 WELLS 39
837 WHITE 23
838 WHITLEY 38
839 ALLEN 16
840 ANDERSON 12
841 ATCHISON 42
842 BARBER 11
843 BARTON 22
844 BOURBON 47
845 BROWN 14
846 BUTLER 76
847 CHASE 11
848 CHAUTAUQUA 1
849 CHEROKEE 38
850 CLAY 5
851 CLOUD 14
852 COFFEY 10
853 COMANCHE 1
854 COWLEY 94
855 CRAWFORD 205
856 DECATUR 3
857 DICKINSON 138
858 DONIPHAN 24
859 DOUGLAS 126
860 EDWARDS 4
861 ELK 7
862 ELLIS 12
863 ELLSWORTH 3
864 FINNEY 9
865 FORD 22
866 FRANKLIN 72
867 GEARY 24
868 GRAY 1
869 GREELEY 3
870 GREENWOOD 3
871 HAMILTON 1
872 HARPER 14
873 HARVEY 153
874 HASKELL 19
875 HODGEMAN 4
876 JACKSON 56
877 JEFFERSON 122
878 JEWELL 1
879 JOHNSON 1286
880 KINGMAN 12
881 KIOWA 1
882 LABETTE 88
883 LEAVENWORTH 232
884 LINCOLN 2
885 LINN 31
886 LOGAN 6
887 LYON 91
888 MARION 46
889 MARSHALL 233
890 MCPHERSON 34
891 MEADE 5
892 MIAMI 113
893 MITCHELL 2
894 MONTGOMERY 111
895 MORRIS 54
896 NEMAHA 22
897 NEOSHO 16
898 NORTON 2
899 OSAGE 73
900 OSBORNE 1
901 OTTAWA 12
902 PAWNEE 1
903 PHILLIPS 25
904 POTTAWATOMIE 17
905 PRATT 34
906 RAWLINS 2
907 RENO 67
908 REPUBLIC 2
909 RICE 7
910 RILEY 30
911 ROOKS 9
912 RUSH 10
913 RUSSELL 1
914 SALINE 107
915 SCOTT 3
916 SEDGWICK 325
917 SEWARD 12
918 SHAWNEE 856
919 SHERMAN 9
920 SMITH 2
921 STAFFORD 3
922 STANTON 1
923 STEVENS 3
924 SUMNER 168
925 THOMAS 3
926 TREGO 2
927 WABAUNSEE 21
928 WALLACE 9
929 WASHINGTON 22
930 WICHITA 2
931 WILSON 4
932 WOODSON 7
933 WYANDOTTE 415
934 ADAIR 1
935 ALLEN 5
936 ANDERSON 5
937 BALLARD 7
938 BARREN 5
939 BATH 3
940 BELL 27
941 BOONE 236
942 BOURBON 8
943 BOYD 232
944 BOYLE 62
945 BRACKEN 11
946 BREATHITT 36
947 BRECKINRIDGE 14
948 BULLITT 125
949 BUTLER 1
950 CALDWELL 29
951 CALLOWAY 4
952 CAMPBELL 79
953 CARLISLE 7
954 CARROLL 19
955 CARTER 54
956 CASEY 18
957 CHRISTIAN 15
958 CLARK 6
959 CLAY 7
960 CRITTENDEN 1
961 CUMBERLAND 1
962 DAVIESS 31
963 EDMONSON 5
964 ELLIOTT 1
965 ESTILL 42
966 FAYETTE 58
967 FLEMING 9
968 FLOYD 84
969 FRANKLIN 5
970 FULTON 4
971 GALLATIN 8
972 GARRARD 8
973 GRANT 91
974 GRAVES 24
975 GRAYSON 11
976 GREEN 4
977 GREENUP 483
978 HANCOCK 3
979 HARDIN 67
980 HARLAN 44
981 HARRISON 15
982 HART 6
983 HENDERSON 48
984 HENRY 24
985 HICKMAN 3
986 HOPKINS 133
987 JACKSON 4
988 JEFFERSON 413
989 JESSAMINE 13
990 JOHNSON 50
991 KENTON 244
992 KNOTT 16
993 KNOX 38
994 LARUE 7
995 LAUREL 113
996 LAWRENCE 97
997 LEE 8
998 LESLIE 3
999 LETCHER 22
1000 LEWIS 55
1001 LINCOLN 113
1002 LIVINGSTON 11
1003 LOGAN 16
1004 LYON 6
1005 MADISON 47
1006 MAGOFFIN 1
1007 MARION 7
1008 MARSHALL 22
1009 MARTIN 16
1010 MASON 8
1011 MCCRACKEN 84
1012 MCCREARY 7
1013 MCLEAN 5
1014 MEADE 28
1015 MENIFEE 1
1016 MERCER 55
1017 METCALFE 1
1018 MONROE 4
1019 MONTGOMERY 5
1020 MORGAN 1
1021 MUHLENBERG 22
1022 NELSON 59
1023 NICHOLAS 11
1024 OHIO 16
1025 OLDHAM 35
1026 OWEN 3
1027 OWSLEY 2
1028 PENDLETON 31
1029 PERRY 39
1030 PIKE 231
1031 POWELL 6
1032 PULASKI 104
1033 ROBERTSON 2
1034 ROCKCASTLE 32
1035 ROWAN 4
1036 RUSSELL 5
1037 SCOTT 15
1038 SHELBY 33
1039 SIMPSON 1
1040 SPENCER 22
1041 TAYLOR 2
1042 TODD 15
1043 TRIGG 3
1044 TRIMBLE 4
1045 UNION 7
1046 WARREN 12
1047 WASHINGTON 3
1048 WAYNE 2
1049 WEBSTER 10
1050 WHITLEY 322
1051 WOLFE 3
1052 WOODFORD 5
1053 ACADIA 13
1054 ALLEN 19
1055 ASCENSION 103
1056 ASSUMPTION 5
1057 AVOYELLES 37
1058 BEAUREGARD 43
1059 BIENVILLE 21
1060 BOSSIER 285
1061 CADDO 546
1062 CALCASIEU 280
1063 CALDWELL 7
1064 CAMERON 1
1065 CATAHOULA 1
1066 CLAIBORNE 31
1067 CONCORDIA 3
1068 DE SOTO 40
1069 EAST BATON ROUGE 285
1070 EAST CARROLL 1
1071 EAST FELICIANA 11
1072 EVANGELINE 11
1073 FRANKLIN 4
1074 GRANT 25
1075 IBERIA 25
1076 IBERVILLE 86
1077 JACKSON 20
1078 JEFFERSON 368
1079 JEFFERSON DAVIS 6
1080 LA SALLE 5
1081 LAFAYETTE 124
1082 LAFOURCHE 10
1083 LINCOLN 16
1084 LIVINGSTON 78
1085 MADISON 10
1086 MOREHOUSE 19
1087 NATCHITOCHES 22
1088 ORLEANS 240
1089 OUACHITA 128
1090 PLAQUEMINES 17
1091 POINTE COUPEE 67
1092 RAPIDES 158
1093 RED RIVER 6
1094 RICHLAND 2
1095 SABINE 8
1096 ST BERNARD 35
1097 ST CHARLES 46
1098 ST JAMES 11
1099 ST JOHN THE BAPTIST 38
1100 ST LANDRY 91
1101 ST MARTIN 31
1102 ST MARY 2
1103 ST TAMMANY 128
1104 TANGIPAHOA 105
1105 TENSAS 1
1106 TERREBONNE 14
1107 UNION 8
1108 VERMILION 5
1109 VERNON 42
1110 WASHINGTON 20
1111 WEBSTER 68
1112 WEST BATON ROUGE 73
1113 WEST CARROLL 3
1114 WEST FELICIANA 5
1115 WINN 2
1116 BARNSTABLE 44
1117 BERKSHIRE 50
1118 BRISTOL 232
1119 ESSEX 314
1120 FRANKLIN 113
1121 HAMPDEN 202
1122 HAMPSHIRE 68
1123 MIDDLESEX 673
1124 NORFOLK 386
1125 PLYMOUTH 429
1126 SUFFOLK 558
1127 WORCESTER 310
1128 ALLEGANY 509
1129 ANNE ARUNDEL 406
1130 BALTIMORE 415
1131 CALVERT 103
1132 CAROLINE 8
1133 CARROLL 118
1134 CECIL 393
1135 CHARLES 112
1136 DORCHESTER 8
1137 FREDERICK 157
1138 GARRETT 53
1139 HARFORD 248
1140 HOWARD 79
1141 INDEPENDENT CITY 722
1142 KENT 3
1143 MONTGOMERY 302
1144 PRINCE GEORGES 809
1145 QUEEN ANNES 22
1146 SOMERSET 1
1147 ST MARYS 94
1148 TALBOT 2
1149 WASHINGTON 127
1150 WICOMICO 12
1151 WORCESTER 6
1152 ANDROSCOGGIN 22
1153 AROOSTOOK 57
1154 CUMBERLAND 71
1155 FRANKLIN 2
1156 HANCOCK 3
1157 KENNEBEC 109
1158 KNOX 5
1159 LINCOLN 7
1160 OXFORD 36
1161 PENOBSCOT 117
1162 PISCATAQUIS 75
1163 SAGADAHOC 8
1164 SOMERSET 67
1165 WALDO 11
1166 WASHINGTON 17
1167 YORK 47
1168 ALCONA 1
1169 ALGER 8
1170 ALLEGAN 27
1171 ALPENA 3
1172 ARENAC 19
1173 BARAGA 4
1174 BARRY 16
1175 BAY 58
1176 BENZIE 2
1177 BERRIEN 136
1178 BRANCH 13
1179 CALHOUN 164
1180 CASS 89
1181 CHEBOYGAN 2
1182 CHIPPEWA 8
1183 CLARE 5
1184 CLINTON 10
1185 CRAWFORD 1
1186 DELTA 188
1187 DICKINSON 7
1188 EATON 42
1189 EMMET 1
1190 GENESEE 195
1191 GLADWIN 4
1192 GOGEBIC 3
1193 GRAND TRAVERSE 4
1194 GRATIOT 5
1195 HILLSDALE 17
1196 HOUGHTON 6
1197 HURON 9
1198 INGHAM 46
1199 IONIA 32
1200 IOSCO 13
1201 IRON 3
1202 ISABELLA 5
1203 JACKSON 77
1204 KALAMAZOO 58
1205 KALKASKA 3
1206 KENT 149
1207 LAKE 1
1208 LAPEER 36
1209 LEELANAU 3
1210 LENAWEE 70
1211 LIVINGSTON 33
1212 LUCE 2
1213 MACKINAC 2
1214 MACOMB 170
1215 MANISTEE 12
1216 MARQUETTE 137
1217 MASON 17
1218 MECOSTA 5
1219 MENOMINEE 14
1220 MIDLAND 5
1221 MONROE 266
1222 MONTCALM 17
1223 MUSKEGON 24
1224 NEWAYGO 15
1225 OAKLAND 265
1226 OCEANA 1
1227 OGEMAW 6
1228 ONTONAGON 11
1229 OSCEOLA 2
1230 OSCODA 1
1231 OTSEGO 1
1232 OTTAWA 40
1233 PRESQUE ISLE 1
1234 ROSCOMMON 2
1235 SAGINAW 80
1236 SANILAC 14
1237 SCHOOLCRAFT 13
1238 SHIAWASSEE 100
1239 ST CLAIR 109
1240 ST JOSEPH 42
1241 TUSCOLA 38
1242 VAN BUREN 27
1243 WASHTENAW 63
1244 WAYNE 849
1245 WEXFORD 5
1246 AITKIN 19
1247 ANOKA 346
1248 BECKER 62
1249 BELTRAMI 10
1250 BENTON 20
1251 BIG STONE 10
1252 BLUE EARTH 59
1253 BROWN 25
1254 CARLTON 181
1255 CARVER 41
1256 CASS 20
1257 CHIPPEWA 6
1258 CHISAGO 91
1259 CLAY 175
1260 CLEARWATER 9
1261 COTTONWOOD 4
1262 CROW WING 143
1263 DAKOTA 348
1264 DODGE 1
1265 DOUGLAS 44
1266 FARIBAULT 8
1267 FILLMORE 4
1268 FREEBORN 24
1269 GOODHUE 35
1270 GRANT 3
1271 HENNEPIN 651
1272 HOUSTON 42
1273 HUBBARD 14
1274 ISANTI 57
1275 ITASCA 37
1276 JACKSON 7
1277 KANABEC 10
1278 KANDIYOHI 157
1279 KITTSON 4
1280 KOOCHICHING 43
1281 LAC QUI PARLE 2
1282 LAKE 68
1283 LAKE OF THE WOODS 6
1284 LE SUEUR 27
1285 LINCOLN 4
1286 LYON 10
1287 MAHNOMEN 7
1288 MARSHALL 13
1289 MARTIN 3
1290 MCLEOD 46
1291 MEEKER 32
1292 MILLE LACS 34
1293 MORRISON 43
1294 MOWER 20
1295 MURRAY 3
1296 NICOLLET 6
1297 NOBLES 6
1298 NORMAN 9
1299 OLMSTED 18
1300 OTTER TAIL 54
1301 PENNINGTON 62
1302 PINE 35
1303 PIPESTONE 5
1304 POLK 106
1305 POPE 43
1306 RAMSEY 579
1307 RED LAKE 10
1308 REDWOOD 9
1309 RENVILLE 13
1310 RICE 37
1311 ROCK 9
1312 ROSEAU 4
1313 SCOTT 72
1314 SHERBURNE 148
1315 SIBLEY 11
1316 ST LOUIS 595
1317 STEARNS 100
1318 STEELE 16
1319 STEVENS 9
1320 SWIFT 16
1321 TODD 28
1322 TRAVERSE 2
1323 WABASHA 13
1324 WADENA 9
1325 WASECA 49
1326 WASHINGTON 207
1327 WATONWAN 32
1328 WILKIN 34
1329 WINONA 26
1330 WRIGHT 62
1331 YELLOW MEDICINE 5
1332 ADAIR 21
1333 ANDREW 17
1334 ATCHISON 5
1335 AUDRAIN 25
1336 BARRY 17
1337 BARTON 26
1338 BATES 12
1339 BENTON 29
1340 BOLLINGER 12
1341 BOONE 52
1342 BUCHANAN 150
1343 BUTLER 84
1344 CALDWELL 38
1345 CALLAWAY 15
1346 CAMDEN 11
1347 CAPE GIRARDEAU 86
1348 CARROLL 23
1349 CARTER 20
1350 CASS 235
1351 CEDAR 10
1352 CHARITON 50
1353 CHRISTIAN 112
1354 CLARK 29
1355 CLAY 681
1356 CLINTON 97
1357 COLE 46
1358 COOPER 60
1359 CRAWFORD 17
1360 DADE 19
1361 DALLAS 8
1362 DAVIESS 21
1363 DEKALB 36
1364 DENT 2
1365 DOUGLAS 1
1366 DUNKLIN 24
1367 FRANKLIN 54
1368 GASCONADE 14
1369 GENTRY 5
1370 GREENE 362
1371 GRUNDY 23
1372 HARRISON 19
1373 HENRY 20
1374 HICKORY 3
1375 HOLT 16
1376 HOWARD 7
1377 HOWELL 87
1378 INDEPENDENT CITY 226
1379 IRON 13
1380 JACKSON 2055
1381 JASPER 127
1382 JEFFERSON 436
1383 JOHNSON 42
1384 KNOX 16
1385 LACLEDE 18
1386 LAFAYETTE 74
1387 LAWRENCE 64
1388 LEWIS 20
1389 LINCOLN 18
1390 LINN 140
1391 LIVINGSTON 44
1392 MACON 47
1393 MADISON 30
1394 MARIES 1
1395 MARION 93
1396 MCDONALD 5
1397 MERCER 9
1398 MILLER 15
1399 MISSISSIPPI 1
1400 MONITEAU 24
1401 MONROE 24
1402 MONTGOMERY 9
1403 MORGAN 24
1404 NEW MADRID 10
1405 NEWTON 38
1406 NODAWAY 7
1407 OREGON 132
1408 OSAGE 12
1409 OZARK 5
1410 PEMISCOT 3
1411 PERRY 29
1412 PETTIS 95
1413 PHELPS 18
1414 PIKE 33
1415 PLATTE 98
1416 POLK 38
1417 PULASKI 5
1418 PUTNAM 1
1419 RALLS 23
1420 RANDOLPH 138
1421 RAY 126
1422 REYNOLDS 5
1423 RIPLEY 48
1424 SAINTE GENEVIEVE 27
1425 SALINE 27
1426 SCHUYLER 8
1427 SCOTLAND 1
1428 SCOTT 126
1429 SHANNON 10
1430 SHELBY 12
1431 ST CHARLES 166
1432 ST CLAIR 8
1433 ST FRANCOIS 202
1434 ST LOUIS 316
1435 STODDARD 47
1436 STONE 20
1437 SULLIVAN 6
1438 TANEY 19
1439 TEXAS 34
1440 VERNON 25
1441 WARREN 8
1442 WASHINGTON 50
1443 WAYNE 38
1444 WEBSTER 86
1445 WORTH 3
1446 WRIGHT 40
1447 ADAMS 3
1448 ALCORN 45
1449 AMITE 16
1450 ATTALA 33
1451 BENTON 12
1452 CARROLL 14
1453 CHICKASAW 11
1454 CHOCTAW 6
1455 CLAIBORNE 3
1456 CLARKE 15
1457 CLAY 10
1458 COAHOMA 1
1459 COPIAH 16
1460 COVINGTON 8
1461 DESOTO 341
1462 FORREST 64
1463 FRANKLIN 12
1464 GEORGE 21
1465 GREENE 2
1466 GRENADA 15
1467 HANCOCK 57
1468 HARRISON 46
1469 HINDS 130
1470 HOLMES 23
1471 HUMPHREYS 3
1472 ISSAQUENA 1
1473 ITAWAMBA 7
1474 JACKSON 42
1475 JASPER 10
1476 JEFFERSON 4
1477 JONES 10
1478 KEMPER 6
1479 LAFAYETTE 5
1480 LAMAR 27
1481 LAUDERDALE 169
1482 LAWRENCE 15
1483 LEAKE 6
1484 LEE 23
1485 LEFLORE 1
1486 LINCOLN 46
1487 LOWNDES 79
1488 MADISON 45
1489 MARION 24
1490 MARSHALL 50
1491 MONROE 65
1492 MONTGOMERY 15
1493 NESHOBA 3
1494 NEWTON 47
1495 NOXUBEE 8
1496 OKTIBBEHA 10
1497 PANOLA 13
1498 PEARL RIVER 67
1499 PERRY 11
1500 PIKE 56
1501 PONTOTOC 3
1502 PRENTISS 1
1503 QUITMAN 5
1504 RANKIN 104
1505 SCOTT 12
1506 SHARKEY 1
1507 SIMPSON 15
1508 STONE 8
1509 SUNFLOWER 2
1510 TALLAHATCHIE 3
1511 TATE 36
1512 TIPPAH 8
1513 TISHOMINGO 10
1514 TUNICA 3
1515 UNION 8
1516 WALTHALL 5
1517 WARREN 49
1518 WASHINGTON 4
1519 WAYNE 18
1520 WEBSTER 6
1521 WILKINSON 5
1522 WINSTON 16
1523 YALOBUSHA 10
1524 YAZOO 7
1525 BEAVERHEAD 8
1526 BIG HORN 5
1527 BLAINE 32
1528 BROADWATER 4
1529 CARBON 40
1530 CASCADE 199
1531 CHOUTEAU 9
1532 CUSTER 61
1533 DANIELS 2
1534 DAWSON 301
1535 DEER LODGE 18
1536 FALLON 4
1537 FERGUS 11
1538 FLATHEAD 367
1539 GALLATIN 30
1540 GLACIER 29
1541 GOLDEN VALLEY 2
1542 GRANITE 8
1543 HILL 513
1544 JEFFERSON 8
1545 JUDITH BASIN 2
1546 LAKE 46
1547 LEWIS AND CLARK 83
1548 LIBERTY 9
1549 LINCOLN 31
1550 MADISON 1
1551 MCCONE 1
1552 MEAGHER 1
1553 MINERAL 14
1554 MISSOULA 362
1555 MUSSELSHELL 3
1556 PARK 64
1557 PHILLIPS 9
1558 PONDERA 25
1559 POWDER RIVER 3
1560 POWELL 9
1561 PRAIRIE 11
1562 RAVALLI 49
1563 RICHLAND 26
1564 ROOSEVELT 9
1565 ROSEBUD 84
1566 SANDERS 37
1567 SHERIDAN 7
1568 SILVER BOW 20
1569 STILLWATER 52
1570 SWEET GRASS 7
1571 TETON 5
1572 TOOLE 28
1573 TREASURE 2
1574 VALLEY 143
1575 WHEATLAND 1
1576 WIBAUX 7
1577 YELLOWSTONE 525
1578 ALAMANCE 14
1579 ALEXANDER 10
1580 ALLEGHANY 1
1581 ANSON 12
1582 ASHE 3
1583 AVERY 4
1584 BEAUFORT 4
1585 BLADEN 7
1586 BRUNSWICK 22
1587 BUNCOMBE 94
1588 BURKE 15
1589 CABARRUS 84
1590 CALDWELL 5
1591 CAMDEN 10
1592 CARTERET 5
1593 CASWELL 7
1594 CATAWBA 22
1595 CHATHAM 3
1596 CHEROKEE 8
1597 CHOWAN 2
1598 CLAY 1
1599 CLEVELAND 12
1600 COLUMBUS 17
1601 CRAVEN 14
1602 CUMBERLAND 39
1603 CURRITUCK 29
1604 DARE 3
1605 DAVIDSON 90
1606 DAVIE 28
1607 DUPLIN 4
1608 DURHAM 24
1609 EDGECOMBE 7
1610 FORSYTH 77
1611 FRANKLIN 5
1612 GASTON 55
1613 GATES 6
1614 GRAHAM 2
1615 GRANVILLE 8
1616 GUILFORD 78
1617 HALIFAX 36
1618 HARNETT 15
1619 HAYWOOD 21
1620 HENDERSON 32
1621 HERTFORD 3
1622 HOKE 4
1623 IREDELL 48
1624 JACKSON 8
1625 JOHNSTON 56
1626 LEE 8
1627 LENOIR 5
1628 LINCOLN 19
1629 MADISON 66
1630 MARTIN 4
1631 MCDOWELL 26
1632 MECKLENBURG 224
1633 MITCHELL 13
1634 MONTGOMERY 22
1635 MOORE 41
1636 NASH 205
1637 NEW HANOVER 45
1638 NORTHAMPTON 15
1639 ONSLOW 4
1640 ORANGE 15
1641 PAMLICO 1
1642 PASQUOTANK 16
1643 PENDER 18
1644 PERQUIMANS 2
1645 PERSON 2
1646 PITT 19
1647 POLK 5
1648 RANDOLPH 18
1649 RICHMOND 291
1650 ROBESON 122
1651 ROCKINGHAM 12
1652 ROWAN 228
1653 RUTHERFORD 30
1654 SAMPSON 5
1655 SCOTLAND 30
1656 STANLY 49
1657 STOKES 9
1658 SURRY 30
1659 SWAIN 3
1660 TRANSYLVANIA 4
1661 UNION 50
1662 VANCE 4
1663 WAKE 322
1664 WARREN 6
1665 WASHINGTON 6
1666 WATAUGA 1
1667 WAYNE 15
1668 WILKES 1
1669 WILSON 49
1670 YADKIN 6
1671 YANCEY 23
1672 ADAMS 2
1673 BARNES 25
1674 BENSON 2
1675 BOTTINEAU 6
1676 BOWMAN 1
1677 BURKE 7
1678 BURLEIGH 317
1679 CASS 373
1680 CAVALIER 2
1681 DICKEY 11
1682 DIVIDE 12
1683 DUNN 1
1684 EDDY 7
1685 EMMONS 2
1686 FOSTER 14
1687 GOLDEN VALLEY 4
1688 GRAND FORKS 173
1689 GRANT 5
1690 GRIGGS 2
1691 HETTINGER 1
1692 KIDDER 9
1693 LAMOURE 5
1694 LOGAN 2
1695 MCHENRY 78
1696 MCINTOSH 10
1697 MCKENZIE 1
1698 MCLEAN 34
1699 MORTON 191
1700 MOUNTRAIL 14
1701 NELSON 6
1702 OLIVER 2
1703 PEMBINA 4
1704 PIERCE 9
1705 RAMSEY 14
1706 RANSOM 70
1707 RENVILLE 8
1708 RICHLAND 58
1709 ROLETTE 6
1710 SARGENT 3
1711 SHERIDAN 8
1712 SIOUX 1
1713 SLOPE 2
1714 STARK 34
1715 STUTSMAN 48
1716 TRAILL 11
1717 WALSH 76
1718 WARD 407
1719 WELLS 101
1720 WILLIAMS 25
1721 ADAMS 77
1722 ANTELOPE 2
1723 ARTHUR 2
1724 BANNER 8
1725 BLAINE 2
1726 BOONE 2
1727 BOX BUTTE 1168
1728 BROWN 1
1729 BUFFALO 107
1730 BURT 9
1731 BUTLER 40
1732 CASS 192
1733 CEDAR 8
1734 CHASE 2
1735 CHERRY 1
1736 CHEYENNE 68
1737 CLAY 13
1738 COLFAX 4
1739 CUMING 4
1740 CUSTER 82
1741 DAKOTA 35
1742 DAWES 120
1743 DAWSON 142
1744 DEUEL 13
1745 DIXON 5
1746 DODGE 78
1747 DOUGLAS 3797
1748 DUNDY 5
1749 FILLMORE 13
1750 FRANKLIN 3
1751 FRONTIER 30
1752 FURNAS 18
1753 GAGE 152
1754 GARDEN 21
1755 GOSPER 9
1756 GRANT 8
1757 GREELEY 3
1758 HALL 135
1759 HAMILTON 14
1760 HARLAN 4
1761 HAYES 3
1762 HITCHCOCK 15
1763 HOLT 3
1764 HOOKER 17
1765 HOWARD 21
1766 JEFFERSON 42
1767 JOHNSON 30
1768 KEARNEY 6
1769 KEITH 98
1770 KIMBALL 24
1771 KNOX 9
1772 LANCASTER 1619
1773 LINCOLN 2289
1774 LOGAN 35
1775 LOUP 1
1776 MADISON 45
1777 MCPHERSON 19
1778 MERRICK 14
1779 MORRILL 112
1780 NANCE 1
1781 NEMAHA 12
1782 NUCKOLLS 8
1783 OTOE 71
1784 PAWNEE 7
1785 PERKINS 20
1786 PHELPS 7
1787 PIERCE 7
1788 PLATTE 92
1789 POLK 8
1790 RED WILLOW 124
1791 RICHARDSON 66
1792 ROCK 1
1793 SALINE 41
1794 SARPY 840
1795 SAUNDERS 123
1796 SCOTTS BLUFF 614
1797 SEWARD 114
1798 SHERIDAN 49
1799 SHERMAN 18
1800 SIOUX 1
1801 STANTON 11
1802 THAYER 22
1803 THOMAS 5
1804 THURSTON 1
1805 VALLEY 13
1806 WASHINGTON 75
1807 WAYNE 3
1808 WEBSTER 5
1809 YORK 18
1810 BELKNAP 2
1811 CARROLL 12
1812 CHESHIRE 28
1813 COOS 19
1814 GRAFTON 7
1815 HILLSBOROUGH 136
1816 MERRIMACK 9
1817 ROCKINGHAM 146
1818 STRAFFORD 27
1819 SULLIVAN 7
1820 ATLANTIC 58
1821 BERGEN 513
1822 BURLINGTON 464
1823 CAMDEN 427
1824 CAPE MAY 19
1825 CUMBERLAND 39
1826 ESSEX 1097
1827 GLOUCESTER 270
1828 HUDSON 871
1829 HUNTERDON 68
1830 MERCER 361
1831 MIDDLESEX 955
1832 MONMOUTH 862
1833 MORRIS 296
1834 OCEAN 589
1835 PASSAIC 231
1836 SALEM 30
1837 SOMERSET 148
1838 SUSSEX 178
1839 UNION 738
1840 WARREN 115
1841 BERNALILLO 227
1842 CATRON 4
1843 CHAVES 14
1844 CIBOLA 27
1845 COLFAX 25
1846 CURRY 431
1847 DE BACA 7
1848 DONA ANA 91
1849 EDDY 43
1850 GRANT 13
1851 GUADALUPE 8
1852 HIDALGO 11
1853 LEA 4
1854 LINCOLN 7
1855 LUNA 41
1856 MCKINLEY 240
1857 OTERO 45
1858 QUAY 42
1859 RIO ARRIBA 2
1860 ROOSEVELT 58
1861 SAN JUAN 56
1862 SAN MIGUEL 6
1863 SANDOVAL 80
1864 SANTA FE 26
1865 SIERRA 3
1866 SOCORRO 12
1867 TORRANCE 29
1868 UNION 5
1869 VALENCIA 401
1870 CHURCHILL 5
1871 CLARK 269
1872 ELKO 77
1873 HUMBOLDT 47
1874 INDEPENDENT CITY 8
1875 LANDER 5
1876 LINCOLN 26
1877 LYON 42
1878 NYE 12
1879 PERSHING 5
1880 STOREY 1
1881 WASHOE 249
1882 ALBANY 629
1883 ALLEGANY 55
1884 BRONX 648
1885 BROOME 141
1886 CATTARAUGUS 72
1887 CAYUGA 36
1888 CHAUTAUQUA 57
1889 CHEMUNG 21
1890 CHENANGO 39
1891 CLINTON 24
1892 COLUMBIA 126
1893 CORTLAND 11
1894 DELAWARE 25
1895 DUTCHESS 1157
1896 ERIE 784
1897 ESSEX 27
1898 FRANKLIN 11
1899 FULTON 20
1900 GENESEE 46
1901 GREENE 196
1902 HERKIMER 48
1903 JEFFERSON 19
1904 KINGS 970
1905 LEWIS 5
1906 LIVINGSTON 71
1907 MADISON 43
1908 MONROE 131
1909 MONTGOMERY 36
1910 NASSAU 2076
1911 NEW YORK 373
1912 NIAGARA 119
1913 ONEIDA 72
1914 ONONDAGA 184
1915 ONTARIO 33
1916 ORANGE 342
1917 ORLEANS 11
1918 OSWEGO 91
1919 OTSEGO 89
1920 PUTNAM 317
1921 QUEENS 1470
1922 RENSSELAER 358
1923 RICHMOND 177
1924 ROCKLAND 89
1925 SARATOGA 233
1926 SCHENECTADY 149
1927 SCHOHARIE 43
1928 SCHUYLER 7
1929 SENECA 13
1930 ST LAWRENCE 79
1931 STEUBEN 99
1932 SUFFOLK 3685
1933 SULLIVAN 14
1934 TIOGA 32
1935 TOMPKINS 8
1936 ULSTER 211
1937 WARREN 26
1938 WASHINGTON 60
1939 WAYNE 46
1940 WESTCHESTER 1040
1941 WYOMING 50
1942 YATES 6
1943 ADAMS 24
1944 ALLEN 92
1945 ASHLAND 56
1946 ASHTABULA 270
1947 ATHENS 21
1948 AUGLAIZE 23
1949 BELMONT 22
1950 BROWN 14
1951 BUTLER 220
1952 CARROLL 25
1953 CHAMPAIGN 28
1954 CLARK 23
1955 CLERMONT 68
1956 CLINTON 25
1957 COLUMBIANA 211
1958 COSHOCTON 87
1959 CRAWFORD 112
1960 CUYAHOGA 552
1961 DARKE 16
1962 DEFIANCE 33
1963 DELAWARE 58
1964 ERIE 213
1965 FAIRFIELD 53
1966 FAYETTE 18
1967 FRANKLIN 359
1968 FULTON 60
1969 GALLIA 19
1970 GEAUGA 29
1971 GREENE 19
1972 GUERNSEY 16
1973 HAMILTON 278
1974 HANCOCK 71
1975 HARDIN 22
1976 HARRISON 26
1977 HENRY 38
1978 HIGHLAND 15
1979 HOCKING 9
1980 HOLMES 4
1981 HURON 674
1982 JACKSON 14
1983 JEFFERSON 108
1984 KNOX 17
1985 LAKE 114
1986 LAWRENCE 305
1987 LICKING 49
1988 LOGAN 54
1989 LORAIN 280
1990 LUCAS 842
1991 MADISON 20
1992 MAHONING 176
1993 MARION 60
1994 MEDINA 117
1995 MEIGS 20
1996 MERCER 8
1997 MIAMI 24
1998 MONROE 4
1999 MONTGOMERY 83
2000 MORGAN 3
2001 MORROW 21
2002 MUSKINGUM 29
2003 NOBLE 3
2004 OTTAWA 151
2005 PAULDING 18
2006 PERRY 12
2007 PICKAWAY 40
2008 PIKE 39
2009 PORTAGE 51
2010 PREBLE 12
2011 PUTNAM 58
2012 RICHLAND 251
2013 ROSS 40
2014 SANDUSKY 129
2015 SCIOTO 451
2016 SENECA 175
2017 SHELBY 21
2018 STARK 335
2019 SUMMIT 140
2020 TRUMBULL 121
2021 TUSCARAWAS 133
2022 UNION 54
2023 VAN WERT 16
2024 VINTON 6
2025 WARREN 69
2026 WASHINGTON 22
2027 WAYNE 65
2028 WILLIAMS 42
2029 WOOD 316
2030 WYANDOT 35
2031 ADAIR 2
2032 ALFALFA 5
2033 ATOKA 4
2034 BEAVER 1
2035 BECKHAM 11
2036 BLAINE 7
2037 BRYAN 49
2038 CADDO 24
2039 CANADIAN 59
2040 CARTER 8
2041 CHEROKEE 6
2042 CHOCTAW 32
2043 CLEVELAND 41
2044 COAL 5
2045 COMANCHE 15
2046 COTTON 3
2047 CRAIG 17
2048 CREEK 75
2049 CUSTER 38
2050 DELAWARE 14
2051 DEWEY 2
2052 ELLIS 7
2053 GARFIELD 161
2054 GARVIN 11
2055 GRADY 55
2056 GRANT 12
2057 GREER 5
2058 HARPER 1
2059 HASKELL 8
2060 HUGHES 9
2061 JACKSON 3
2062 JEFFERSON 5
2063 JOHNSTON 8
2064 KAY 66
2065 KINGFISHER 7
2066 KIOWA 2
2067 LATIMER 43
2068 LE FLORE 176
2069 LINCOLN 18
2070 LOGAN 19
2071 LOVE 11
2072 MAJOR 5
2073 MARSHALL 29
2074 MAYES 19
2075 MCCLAIN 27
2076 MCCURTAIN 18
2077 MCINTOSH 18
2078 MURRAY 7
2079 MUSKOGEE 127
2080 NOBLE 10
2081 NOWATA 34
2082 OKFUSKEE 7
2083 OKLAHOMA 193
2084 OKMULGEE 34
2085 OSAGE 1
2086 OTTAWA 14
2087 PAWNEE 11
2088 PAYNE 9
2089 PITTSBURG 23
2090 PONTOTOC 37
2091 POTTAWATOMIE 21
2092 PUSHMATAHA 11
2093 ROGERS 72
2094 SEMINOLE 6
2095 SEQUOYAH 48
2096 STEPHENS 9
2097 TEXAS 7
2098 TULSA 377
2099 WAGONER 19
2100 WASHINGTON 31
2101 WASHITA 6
2102 WOODS 20
2103 WOODWARD 23
2104 BAKER 37
2105 BENTON 15
2106 CLACKAMAS 127
2107 CLATSOP 4
2108 COLUMBIA 48
2109 COOS 10
2110 CROOK 8
2111 DESCHUTES 53
2112 DOUGLAS 39
2113 GILLIAM 2
2114 GRANT 2
2115 HOOD RIVER 14
2116 JACKSON 30
2117 JEFFERSON 10
2118 JOSEPHINE 8
2119 KLAMATH 228
2120 LAKE 4
2121 LANE 229
2122 LINCOLN 4
2123 LINN 103
2124 MALHEUR 10
2125 MARION 85
2126 MORROW 39
2127 MULTNOMAH 349
2128 POLK 11
2129 SHERMAN 2
2130 TILLAMOOK 7
2131 UMATILLA 467
2132 UNION 196
2133 WALLOWA 6
2134 WASCO 50
2135 WASHINGTON 87
2136 YAMHILL 38
2137 ADAMS 39
2138 ALLEGHENY 760
2139 ARMSTRONG 39
2140 BEAVER 566
2141 BEDFORD 138
2142 BERKS 195
2143 BLAIR 910
2144 BRADFORD 38
2145 BUCKS 1106
2146 BUTLER 136
2147 CAMBRIA 420
2148 CAMERON 4
2149 CARBON 121
2150 CENTRE 32
2151 CHESTER 308
2152 CLARION 22
2153 CLEARFIELD 120
2154 CLINTON 39
2155 COLUMBIA 3
2156 CRAWFORD 67
2157 CUMBERLAND 299
2158 DAUPHIN 357
2159 DELAWARE 815
2160 ELK 7
2161 ERIE 140
2162 FAYETTE 291
2163 FRANKLIN 64
2164 FULTON 3
2165 GREENE 29
2166 HUNTINGDON 47
2167 INDIANA 36
2168 JEFFERSON 67
2169 JUNIATA 67
2170 LACKAWANNA 109
2171 LANCASTER 350
2172 LAWRENCE 173
2173 LEBANON 70
2174 LEHIGH 145
2175 LUZERNE 85
2176 LYCOMING 58
2177 MCKEAN 8
2178 MERCER 84
2179 MIFFLIN 53
2180 MONROE 207
2181 MONTGOMERY 532
2182 MONTOUR 3
2183 NORTHAMPTON 229
2184 NORTHUMBERLAND 102
2185 PERRY 169
2186 PHILADELPHIA 1649
2187 PIKE 88
2188 POTTER 5
2189 SCHUYLKILL 131
2190 SNYDER 26
2191 SOMERSET 149
2192 SUSQUEHANNA 84
2193 TIOGA 15
2194 UNION 19
2195 VENANGO 16
2196 WARREN 10
2197 WASHINGTON 195
2198 WAYNE 51
2199 WESTMORELAND 392
2200 WYOMING 17
2201 YORK 260
2202 BRISTOL 8
2203 KENT 102
2204 NEWPORT 11
2205 PROVIDENCE 318
2206 WASHINGTON 48
2207 ABBEVILLE 124
2208 AIKEN 193
2209 ALLENDALE 1
2210 ANDERSON 34
2211 BAMBERG 6
2212 BARNWELL 9
2213 BEAUFORT 17
2214 BERKELEY 94
2215 CALHOUN 2
2216 CHARLESTON 148
2217 CHEROKEE 9
2218 CHESTER 15
2219 CHESTERFIELD 24
2220 CLARENDON 18
2221 COLLETON 29
2222 DARLINGTON 53
2223 DILLON 74
2224 DORCHESTER 139
2225 EDGEFIELD 17
2226 FAIRFIELD 22
2227 FLORENCE 220
2228 GEORGETOWN 29
2229 GREENVILLE 139
2230 GREENWOOD 94
2231 HAMPTON 25
2232 HORRY 42
2233 JASPER 7
2234 KERSHAW 26
2235 LANCASTER 19
2236 LAURENS 20
2237 LEE 4
2238 LEXINGTON 118
2239 MARION 22
2240 MARLBORO 19
2241 MCCORMICK 20
2242 NEWBERRY 28
2243 OCONEE 5
2244 ORANGEBURG 25
2245 PICKENS 48
2246 RICHLAND 87
2247 SALUDA 5
2248 SPARTANBURG 124
2249 SUMTER 29
2250 UNION 19
2251 WILLIAMSBURG 22
2252 YORK 72
2253 AURORA 1
2254 BEADLE 82
2255 BENNETT 2
2256 BON HOMME 1
2257 BROOKINGS 34
2258 BROWN 127
2259 BRULE 5
2260 BUTTE 4
2261 CAMPBELL 1
2262 CHARLES MIX 1
2263 CLAY 5
2264 CODINGTON 13
2265 CUSTER 60
2266 DAVISON 6
2267 DAY 4
2268 DEUEL 3
2269 DEWEY 2
2270 DOUGLAS 1
2271 EDMUNDS 9
2272 FALL RIVER 167
2273 GRANT 5
2274 GREGORY 3
2275 HAAKON 6
2276 HAMLIN 3
2277 HAND 9
2278 HANSON 1
2279 HUGHES 17
2280 HYDE 1
2281 JERAULD 1
2282 KINGSBURY 13
2283 LAKE 3
2284 LAWRENCE 19
2285 LINCOLN 10
2286 MARSHALL 1
2287 MCCOOK 2
2288 MEADE 69
2289 MINER 1
2290 MINNEHAHA 106
2291 MOODY 2
2292 PENNINGTON 49
2293 PERKINS 1
2294 POTTER 1
2295 ROBERTS 10
2296 SANBORN 8
2297 SHANNON 2
2298 SPINK 5
2299 STANLEY 4
2300 SULLY 1
2301 TURNER 5
2302 UNION 52
2303 WALWORTH 6
2304 YANKTON 5
2305 ANDERSON 45
2306 BEDFORD 12
2307 BENTON 24
2308 BLEDSOE 10
2309 BLOUNT 128
2310 BRADLEY 72
2311 CAMPBELL 57
2312 CANNON 8
2313 CARROLL 57
2314 CARTER 21
2315 CHEATHAM 16
2316 CHESTER 3
2317 CLAIBORNE 32
2318 COCKE 37
2319 COFFEE 12
2320 CROCKETT 16
2321 CUMBERLAND 14
2322 DAVIDSON 162
2323 DECATUR 1
2324 DEKALB 6
2325 DICKSON 64
2326 DYER 18
2327 FAYETTE 30
2328 FENTRESS 5
2329 FRANKLIN 36
2330 GIBSON 25
2331 GILES 10
2332 GRAINGER 53
2333 GREENE 43
2334 GRUNDY 59
2335 HAMBLEN 62
2336 HAMILTON 429
2337 HANCOCK 2
2338 HARDEMAN 14
2339 HARDIN 10
2340 HAWKINS 57
2341 HAYWOOD 4
2342 HENDERSON 14
2343 HENRY 22
2344 HICKMAN 16
2345 HUMPHREYS 24
2346 JACKSON 2
2347 JEFFERSON 60
2348 JOHNSON 1
2349 KNOX 458
2350 LAKE 2
2351 LAUDERDALE 44
2352 LAWRENCE 42
2353 LEWIS 6
2354 LINCOLN 4
2355 LOUDON 26
2356 MADISON 22
2357 MARION 115
2358 MARSHALL 40
2359 MAURY 111
2360 MCMINN 114
2361 MCNAIRY 17
2362 MEIGS 10
2363 MONROE 46
2364 MONTGOMERY 27
2365 MORGAN 60
2366 OBION 37
2367 OVERTON 1
2368 PERRY 2
2369 PICKETT 2
2370 POLK 41
2371 PUTNAM 3
2372 RHEA 70
2373 ROANE 44
2374 ROBERTSON 78
2375 RUTHERFORD 171
2376 SCOTT 45
2377 SEQUATCHIE 11
2378 SEVIER 51
2379 SHELBY 621
2380 SMITH 7
2381 STEWART 2
2382 SULLIVAN 72
2383 SUMNER 88
2384 TIPTON 45
2385 TROUSDALE 2
2386 UNICOI 230
2387 UNION 23
2388 VAN BUREN 3
2389 WARREN 6
2390 WASHINGTON 164
2391 WAYNE 3
2392 WEAKLEY 39
2393 WHITE 3
2394 WILLIAMSON 77
2395 WILSON 74
2396 ANDERSON 241
2397 ANDREWS 3
2398 ANGELINA 53
2399 ARANSAS 6
2400 ARCHER 8
2401 ARMSTRONG 12
2402 ATASCOSA 64
2403 AUSTIN 35
2404 BAILEY 5
2405 BANDERA 15
2406 BASTROP 102
2407 BAYLOR 1
2408 BEE 9
2409 BELL 413
2410 BEXAR 950
2411 BLANCO 3
2412 BOSQUE 17
2413 BOWIE 64
2414 BRAZORIA 259
2415 BRAZOS 55
2416 BREWSTER 14
2417 BRISCOE 3
2418 BROWN 39
2419 BURLESON 21
2420 BURNET 6
2421 CALDWELL 25
2422 CALHOUN 7
2423 CALLAHAN 12
2424 CAMERON 119
2425 CAMP 14
2426 CARSON 21
2427 CASS 54
2428 CHAMBERS 9
2429 CHEROKEE 57
2430 CLAY 17
2431 COLEMAN 11
2432 COLLIN 159
2433 COLLINGSWORTH 4
2434 COLORADO 16
2435 COMAL 132
2436 COMANCHE 15
2437 CONCHO 1
2438 COOKE 56
2439 CORYELL 87
2440 CROCKETT 1
2441 CROSBY 2
2442 CULBERSON 13
2443 DALLAM 130
2444 DALLAS 406
2445 DEAF SMITH 7
2446 DELTA 2
2447 DENTON 394
2448 DEWITT 6
2449 DICKENS 2
2450 DIMMIT 1
2451 DONLEY 1
2452 DUVAL 1
2453 EASTLAND 16
2454 ECTOR 20
2455 EDWARDS 1
2456 EL PASO 863
2457 ELLIS 125
2458 ERATH 20
2459 FALLS 20
2460 FANNIN 19
2461 FAYETTE 26
2462 FISHER 2
2463 FLOYD 2
2464 FOARD 1
2465 FORT BEND 258
2466 FREESTONE 87
2467 FRIO 20
2468 GALVESTON 283
2469 GARZA 2
2470 GILLESPIE 2
2471 GOLIAD 5
2472 GONZALES 42
2473 GRAY 22
2474 GRAYSON 151
2475 GREGG 154
2476 GRIMES 9
2477 GUADALUPE 69
2478 HALE 10
2479 HALL 7
2480 HAMILTON 2
2481 HANSFORD 1
2482 HARDEMAN 8
2483 HARDIN 141
2484 HARRIS 2535
2485 HARRISON 98
2486 HARTLEY 9
2487 HAYS 33
2488 HENDERSON 37
2489 HIDALGO 39
2490 HILL 78
2491 HOCKLEY 7
2492 HOOD 102
2493 HOPKINS 22
2494 HOUSTON 21
2495 HOWARD 75
2496 HUDSPETH 7
2497 HUNT 32
2498 HUTCHINSON 37
2499 JACK 33
2500 JACKSON 8
2501 JASPER 30
2502 JEFF DAVIS 2
2503 JEFFERSON 244
2504 JIM HOGG 4
2505 JIM WELLS 11
2506 JOHNSON 429
2507 JONES 7
2508 KARNES 3
2509 KAUFMAN 49
2510 KENDALL 10
2511 KERR 5
2512 KINNEY 35
2513 KLEBERG 20
2514 KNOX 1
2515 LA SALLE 14
2516 LAMAR 26
2517 LAMB 4
2518 LAMPASAS 9
2519 LAVACA 14
2520 LEE 12
2521 LEON 31
2522 LIBERTY 144
2523 LIMESTONE 24
2524 LIVE OAK 4
2525 LLANO 3
2526 LUBBOCK 292
2527 LYNN 2
2528 MADISON 8
2529 MARION 14
2530 MARTIN 2
2531 MASON 2
2532 MATAGORDA 12
2533 MAVERICK 71
2534 MCCULLOCH 4
2535 MCLENNAN 148
2536 MEDINA 56
2537 MIDLAND 30
2538 MILAM 37
2539 MILLS 4
2540 MITCHELL 11
2541 MONTAGUE 17
2542 MONTGOMERY 474
2543 MOORE 49
2544 MORRIS 16
2545 MOTLEY 17
2546 NACOGDOCHES 37
2547 NAVARRO 25
2548 NEWTON 14
2549 NOLAN 34
2550 NUECES 82
2551 OLDHAM 8
2552 ORANGE 105
2553 PALO PINTO 31
2554 PANOLA 21
2555 PARKER 303
2556 PARMER 28
2557 PECOS 2
2558 POLK 27
2559 POTTER 883
2560 PRESIDIO 9
2561 RAINS 5
2562 RANDALL 72
2563 REAL 2
2564 RED RIVER 1
2565 REEVES 3
2566 REFUGIO 2
2567 ROBERTSON 30
2568 ROCKWALL 32
2569 RUNNELS 10
2570 RUSK 13
2571 SABINE 5
2572 SAN AUGUSTINE 3
2573 SAN JACINTO 24
2574 SAN PATRICIO 38
2575 SAN SABA 5
2576 SCURRY 9
2577 SHELBY 17
2578 SHERMAN 1
2579 SMITH 127
2580 SOMERVELL 5
2581 STARR 2
2582 STEPHENS 1
2583 STONEWALL 1
2584 SWISHER 13
2585 TARRANT 4235
2586 TAYLOR 86
2587 TERRELL 15
2588 TERRY 5
2589 TITUS 10
2590 TOM GREEN 52
2591 TRAVIS 74
2592 TRINITY 6
2593 TYLER 29
2594 UPSHUR 41
2595 UPTON 2
2596 UVALDE 35
2597 VAL VERDE 93
2598 VAN ZANDT 47
2599 VICTORIA 60
2600 WALKER 38
2601 WALLER 21
2602 WARD 5
2603 WASHINGTON 4
2604 WEBB 291
2605 WHARTON 13
2606 WHEELER 4
2607 WICHITA 120
2608 WILBARGER 4
2609 WILLACY 1
2610 WILLIAMSON 77
2611 WILSON 75
2612 WISE 156
2613 WOOD 60
2614 YOUNG 2
2615 ZAPATA 2
2616 ZAVALA 4
2617 BEAVER 85
2618 BOX ELDER 58
2619 CACHE 23
2620 CARBON 52
2621 DAGGETT 2
2622 DAVIS 337
2623 DUCHESNE 10
2624 EMERY 8
2625 GRAND 1
2626 IRON 48
2627 JUAB 25
2628 MILLARD 8
2629 MORGAN 18
2630 RICH 5
2631 SALT LAKE 580
2632 SAN JUAN 8
2633 SANPETE 5
2634 SEVIER 1
2635 SUMMIT 12
2636 TOOELE 52
2637 UINTAH 10
2638 UTAH 186
2639 WASATCH 7
2640 WASHINGTON 16
2641 WEBER 360
2642 ACCOMACK 4
2643 ALBEMARLE 28
2644 ALLEGHANY 108
2645 AMELIA 10
2646 AMHERST 28
2647 APPOMATTOX 16
2648 ARLINGTON 63
2649 AUGUSTA 12
2650 BATH 12
2651 BEDFORD 395
2652 BLAND 14
2653 BOTETOURT 288
2654 BRUNSWICK 9
2655 BUCHANAN 25
2656 BUCKINGHAM 32
2657 CAMPBELL 43
2658 CAROLINE 46
2659 CARROLL 3
2660 CHARLES CITY 6
2661 CHARLOTTE 30
2662 CHESTERFIELD 228
2663 CLARKE 2
2664 CRAIG 31
2665 CULPEPER 24
2666 CUMBERLAND 5
2667 DICKENSON 15
2668 DINWIDDIE 23
2669 ESSEX 4
2670 FAIRFAX 225
2671 FAUQUIER 24
2672 FLOYD 43
2673 FLUVANNA 9
2674 FRANKLIN 202
2675 FREDERICK 24
2676 GILES 41
2677 GLOUCESTER 14
2678 GOOCHLAND 15
2679 GREENE 4
2680 GREENSVILLE 2
2681 HALIFAX 10
2682 HANOVER 117
2683 HENRICO 128
2684 HENRY 24
2685 INDEPENDENT CITY 3249
2686 ISLE OF WIGHT 36
2687 JAMES CITY 6
2688 KING AND QUEEN 6
2689 KING GEORGE 6
2690 KING WILLIAM 29
2691 LANCASTER 1
2692 LEE 32
2693 LOUDOUN 42
2694 LOUISA 31
2695 LUNENBURG 43
2696 MADISON 3
2697 MATHEWS 3
2698 MECKLENBURG 7
2699 MIDDLESEX 2
2700 MONTGOMERY 101
2701 NELSON 12
2702 NEW KENT 29
2703 NORTHAMPTON 7
2704 NOTTOWAY 106
2705 ORANGE 35
2706 PAGE 70
2707 PATRICK 9
2708 PITTSYLVANIA 49
2709 POWHATAN 28
2710 PRINCE EDWARD 34
2711 PRINCE GEORGE 13
2712 PRINCE WILLIAM 110
2713 PULASKI 33
2714 RAPPAHANNOCK 9
2715 RICHMOND 1
2716 ROANOKE 193
2717 ROCKBRIDGE 16
2718 ROCKINGHAM 40
2719 RUSSELL 172
2720 SCOTT 30
2721 SHENANDOAH 13
2722 SMYTH 15
2723 SOUTHAMPTON 26
2724 SPOTSYLVANIA 46
2725 STAFFORD 37
2726 SUSSEX 10
2727 TAZEWELL 197
2728 WARREN 22
2729 WASHINGTON 26
2730 WESTMORELAND 7
2731 WISE 114
2732 WYTHE 39
2733 YORK 20
2734 ADDISON 8
2735 BENNINGTON 8
2736 CALEDONIA 3
2737 CHITTENDEN 40
2738 ESSEX 4
2739 FRANKLIN 83
2740 GRAND ISLE 5
2741 LAMOILLE 4
2742 ORANGE 9
2743 ORLEANS 13
2744 RUTLAND 59
2745 WASHINGTON 3
2746 WINDHAM 10
2747 WINDSOR 10
2748 ADAMS 15
2749 ASOTIN 17
2750 BENTON 294
2751 CHELAN 79
2752 CLALLAM 8
2753 CLARK 850
2754 COLUMBIA 2
2755 COWLITZ 151
2756 DOUGLAS 2
2757 FERRY 1
2758 FRANKLIN 148
2759 GARFIELD 1
2760 GRANT 22
2761 GRAYS HARBOR 29
2762 ISLAND 39
2763 JEFFERSON 4
2764 KING 1039
2765 KITSAP 60
2766 KITTITAS 15
2767 KLICKITAT 63
2768 LEWIS 73
2769 LINCOLN 12
2770 MASON 20
2771 OKANOGAN 15
2772 PACIFIC 6
2773 PEND OREILLE 21
2774 PIERCE 614
2775 SAN JUAN 2
2776 SKAGIT 57
2777 SKAMANIA 14
2778 SNOHOMISH 506
2779 SPOKANE 757
2780 STEVENS 34
2781 THURSTON 94
2782 WAHKIAKUM 3
2783 WALLA WALLA 45
2784 WHATCOM 45
2785 WHITMAN 9
2786 YAKIMA 56
2787 ADAMS 29
2788 ASHLAND 7
2789 BARRON 20
2790 BAYFIELD 11
2791 BROWN 76
2792 BUFFALO 16
2793 BURNETT 6
2794 CALUMET 8
2795 CHIPPEWA 35
2796 CLARK 9
2797 COLUMBIA 106
2798 CRAWFORD 24
2799 DANE 74
2800 DODGE 63
2801 DOOR 2
2802 DOUGLAS 465
2803 DUNN 13
2804 EAU CLAIRE 78
2805 FOND DU LAC 275
2806 FOREST 16
2807 GRANT 33
2808 GREEN 11
2809 GREEN LAKE 17
2810 IOWA 5
2811 IRON 4
2812 JACKSON 19
2813 JEFFERSON 27
2814 JUNEAU 14
2815 KENOSHA 111
2816 KEWAUNEE 4
2817 LA CROSSE 339
2818 LAFAYETTE 7
2819 LANGLADE 7
2820 LINCOLN 23
2821 MANITOWOC 15
2822 MARATHON 23
2823 MARINETTE 12
2824 MARQUETTE 36
2825 MILWAUKEE 188
2826 MONROE 51
2827 OCONTO 16
2828 ONEIDA 13
2829 OUTAGAMIE 57
2830 OZAUKEE 6
2831 PEPIN 12
2832 PIERCE 43
2833 POLK 23
2834 PORTAGE 240
2835 PRICE 10
2836 RACINE 100
2837 ROCK 138
2838 RUSK 21
2839 SAUK 29
2840 SAWYER 14
2841 SHAWANO 9
2842 SHEBOYGAN 9
2843 ST CROIX 168
2844 TAYLOR 15
2845 TREMPEALEAU 54
2846 VERNON 48
2847 VILAS 5
2848 WALWORTH 47
2849 WASHBURN 23
2850 WASHINGTON 37
2851 WAUKESHA 96
2852 WAUPACA 34
2853 WAUSHARA 13
2854 WINNEBAGO 95
2855 WOOD 119
2856 BARBOUR 33
2857 BERKELEY 108
2858 BOONE 50
2859 BRAXTON 22
2860 BROOKE 19
2861 CABELL 406
2862 CLAY 4
2863 DODDRIDGE 4
2864 FAYETTE 30
2865 GILMER 1
2866 GRANT 7
2867 GREENBRIER 75
2868 HAMPSHIRE 37
2869 HANCOCK 37
2870 HARDY 7
2871 HARRISON 51
2872 JACKSON 22
2873 JEFFERSON 56
2874 KANAWHA 130
2875 LEWIS 3
2876 LINCOLN 107
2877 LOGAN 61
2878 MARION 16
2879 MARSHALL 26
2880 MASON 34
2881 MCDOWELL 43
2882 MERCER 387
2883 MINERAL 223
2884 MINGO 168
2885 MONONGALIA 19
2886 MONROE 35
2887 MORGAN 33
2888 NICHOLAS 6
2889 OHIO 25
2890 PLEASANTS 3
2891 POCAHONTAS 13
2892 PRESTON 35
2893 PUTNAM 83
2894 RALEIGH 98
2895 RANDOLPH 21
2896 RITCHIE 7
2897 ROANE 3
2898 SUMMERS 153
2899 TAYLOR 94
2900 TUCKER 2
2901 TYLER 2
2902 UPSHUR 5
2903 WAYNE 217
2904 WEBSTER 5
2905 WETZEL 9
2906 WIRT 7
2907 WOOD 108
2908 WYOMING 63
2909 ALBANY 90
2910 BIG HORN 70
2911 CAMPBELL 386
2912 CARBON 168
2913 CONVERSE 211
2914 CROOK 33
2915 FREMONT 42
2916 GOSHEN 244
2917 HOT SPRINGS 4
2918 JOHNSON 18
2919 LARAMIE 737
2920 LINCOLN 25
2921 NATRONA 92
2922 NIOBRARA 51
2923 PARK 29
2924 PLATTE 129
2925 SHERIDAN 252
2926 SUBLETTE 3
2927 SWEETWATER 196
2928 UINTA 49
2929 WASHAKIE 10
2930 WESTON 37Code
head(railroad) state county total_employees
1 AE APO 2
2 AK ANCHORAGE 7
3 AK FAIRBANKS NORTH STAR 2
4 AK JUNEAU 3
5 AK MATANUSKA-SUSITNA 2
6 AK SITKA 1##Arrange data by the total number of employees in descending order Arranging the dataset by the total number of employees in descending order help us determine that Cook, IL has the highest number of employees.
Code
railroad %>%
select(total_employees, state, county) %>%
arrange(desc(total_employees)) total_employees state county
1 8207 IL COOK
2 4235 TX TARRANT
3 3797 NE DOUGLAS
4 3685 NY SUFFOLK
5 3249 VA INDEPENDENT CITY
6 3073 FL DUVAL
7 2888 CA SAN BERNARDINO
8 2545 CA LOS ANGELES
9 2535 TX HARRIS
10 2289 NE LINCOLN
11 2076 NY NASSAU
12 2055 MO JACKSON
13 1999 IN LAKE
14 1784 IL WILL
15 1649 PA PHILADELPHIA
16 1619 NE LANCASTER
17 1567 CA RIVERSIDE
18 1561 CT NEW HAVEN
19 1470 NY QUEENS
20 1286 KS JOHNSON
21 1275 DE NEW CASTLE
22 1168 NE BOX BUTTE
23 1157 NY DUTCHESS
24 1106 PA BUCKS
25 1097 NJ ESSEX
26 1040 NY WESTCHESTER
27 1039 WA KING
28 990 AL JEFFERSON
29 972 AR PULASKI
30 970 NY KINGS
31 955 NJ MIDDLESEX
32 950 TX BEXAR
33 910 PA BLAIR
34 885 IL KNOX
35 883 TX POTTER
36 878 GA FULTON
37 871 NJ HUDSON
38 863 TX EL PASO
39 862 NJ MONMOUTH
40 856 KS SHAWNEE
41 850 WA CLARK
42 849 MI WAYNE
43 842 OH LUCAS
44 840 NE SARPY
45 837 IL DUPAGE
46 815 PA DELAWARE
47 809 MD PRINCE GEORGES
48 784 NY ERIE
49 760 PA ALLEGHENY
50 757 WA SPOKANE
51 749 AZ PIMA
52 738 CA SACRAMENTO
53 738 NJ UNION
54 737 WY LARAMIE
55 722 MD INDEPENDENT CITY
56 703 IN MARION
57 681 MO CLAY
58 674 OH HURON
59 673 MA MIDDLESEX
60 661 GA COBB
61 651 MN HENNEPIN
62 648 NY BRONX
63 636 FL CLAY
64 629 NY ALBANY
65 621 TN SHELBY
66 614 NE SCOTTS BLUFF
67 614 WA PIERCE
68 609 IA POTTAWATTAMIE
69 595 MN ST LOUIS
70 589 NJ OCEAN
71 580 UT SALT LAKE
72 579 MN RAMSEY
73 577 IL KANE
74 566 PA BEAVER
75 558 MA SUFFOLK
76 553 CO ADAMS
77 552 OH CUYAHOGA
78 550 IN PORTER
79 546 LA CADDO
80 539 CA PLACER
81 538 ID BANNOCK
82 536 IN ALLEN
83 532 PA MONTGOMERY
84 526 CO PUEBLO
85 525 MT YELLOWSTONE
86 513 MT HILL
87 513 NJ BERGEN
88 510 AZ NAVAJO
89 509 MD ALLEGANY
90 506 WA SNOHOMISH
91 503 CO DENVER
92 500 CA KERN
93 495 IL ST CLAIR
94 486 CT FAIRFIELD
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179 304 GA BIBB
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182 301 MT DAWSON
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184 296 NJ MORRIS
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208 270 OH ASHTABULA
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214 265 MI OAKLAND
215 262 AR SALINE
216 261 IL MARION
217 260 PA YORK
218 259 TX BRAZORIA
219 258 IN ST JOSEPH
220 258 TX FORT BEND
221 252 CO MESA
222 252 WY SHERIDAN
223 251 OH RICHLAND
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225 248 MD HARFORD
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253 227 NM BERNALILLO
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255 225 VA FAIRFAX
256 224 NC MECKLENBURG
257 223 CO WELD
258 223 WV MINERAL
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262 220 SC FLORENCE
263 217 WV WAYNE
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267 211 WY CONVERSE
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271 206 GA RICHMOND
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278 202 MO ST FRANCOIS
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281 199 AL COLBERT
282 199 MT CASCADE
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285 196 OR UNION
286 196 WY SWEETWATER
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299 188 MI DELTA
300 188 WI MILWAUKEE
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312 175 MN CLAY
313 175 OH SENECA
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315 173 PA LAWRENCE
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319 169 MS LAUDERDALE
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324 168 WV MINGO
325 168 WY CARBON
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327 167 SD FALL RIVER
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339 158 LA RAPIDES
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345 155 IA WOODBURY
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351 153 WV SUMMERS
352 152 NE GAGE
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355 151 WA COWLITZ
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357 149 MI KENT
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359 149 PA SOMERSET
360 148 MN SHERBURNE
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364 148 WA FRANKLIN
365 147 IN HARRISON
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368 146 IN MIAMI
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371 144 TX LIBERTY
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374 143 MT VALLEY
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376 141 CO OTERO
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383 139 SC DORCHESTER
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389 137 CO LOGAN
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527 102 TX HOOD
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537 98 MO PLATTE
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568 91 KY GRANT
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580 89 NY ROCKLAND
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680 72 NY ONEIDA
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717 68 OH CLERMONT
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725 67 PA JUNIATA
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752 63 WV WYOMING
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772 60 OH MARION
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775 60 TN MORGAN
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777 60 TX WOOD
778 60 WA KITSAP
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781 59 KY NELSON
782 59 MN BLUE EARTH
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785 59 VT RUTLAND
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789 58 MI KALAMAZOO
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792 58 NM ROOSEVELT
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794 58 OH PUTNAM
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807 57 WI OUTAGAMIE
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814 56 NM SAN JUAN
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817 56 TX MEDINA
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838 54 OH LOGAN
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857 52 UT TOOELE
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862 51 WV HARRISON
863 51 WY NIOBRARA
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903 48 UT IRON
904 48 WI VERNON
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907 47 ID BINGHAM
908 47 KS BOURBON
909 47 KY MADISON
910 47 ME YORK
911 47 MO MACON
912 47 MO STODDARD
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924 46 LA ST CHARLES
925 46 MI INGHAM
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927 46 MO COLE
928 46 MS HARRISON
929 46 MS LINCOLN
930 46 MT LAKE
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935 46 VA SPOTSYLVANIA
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937 45 AL WINSTON
938 45 FL BAY
939 45 IL DUPAGEE
940 45 IL MCLEAN
941 45 IL SHELBY
942 45 IN STEUBEN
943 45 MS ALCORN
944 45 MS MADISON
945 45 NC NEW HANOVER
946 45 NE MADISON
947 45 NM OTERO
948 45 TN ANDERSON
949 45 TN SCOTT
950 45 TN TIPTON
951 45 WA WALLA WALLA
952 45 WA WHATCOM
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967 43 IL MORGAN
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969 43 LA BEAUREGARD
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971 43 MN MORRISON
972 43 MN POPE
973 43 NM EDDY
974 43 NY MADISON
975 43 NY SCHOHARIE
976 43 OK LATIMER
977 43 TN GREENE
978 43 VA CAMPBELL
979 43 VA FLOYD
980 43 VA LUNENBURG
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982 43 WV MCDOWELL
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987 42 GA JONES
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992 42 LA VERNON
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994 42 MI ST JOSEPH
995 42 MN HOUSTON
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997 42 MS JACKSON
998 42 NE JEFFERSON
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1002 42 SC HORRY
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1004 42 TX GONZALES
1005 42 VA LOUDOUN
1006 42 WY FREMONT
1007 41 GA CAMDEN
1008 41 IL UNION
1009 41 IN POSEY
1010 41 IN PUTNAM
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1012 41 NC MOORE
1013 41 NE SALINE
1014 41 NM LUNA
1015 41 OK CLEVELAND
1016 41 TN POLK
1017 41 TX UPSHUR
1018 41 VA GILES
1019 40 AL FRANKLIN
1020 40 AR CLARK
1021 40 GA FORSYTH
1022 40 GA GLYNN
1023 40 ID BONNER
1024 40 IL LEE
1025 40 IN MARSHALL
1026 40 LA DE SOTO
1027 40 MI OTTAWA
1028 40 MO WRIGHT
1029 40 MT CARBON
1030 40 NE BUTLER
1031 40 OH PICKAWAY
1032 40 OH ROSS
1033 40 TN MARSHALL
1034 40 VA ROCKINGHAM
1035 40 VT CHITTENDEN
1036 39 AL RANDOLPH
1037 39 CA MADERA
1038 39 IA BENTON
1039 39 IL FRANKLIN
1040 39 IN GRANT
1041 39 IN WELLS
1042 39 KY PERRY
1043 39 NC CUMBERLAND
1044 39 NJ CUMBERLAND
1045 39 NY CHENANGO
1046 39 OH PIKE
1047 39 OR DOUGLAS
1048 39 OR MORROW
1049 39 PA ADAMS
1050 39 PA ARMSTRONG
1051 39 PA CLINTON
1052 39 TN WEAKLEY
1053 39 TX BROWN
1054 39 TX HIDALGO
1055 39 VA WYTHE
1056 39 WA ISLAND
1057 38 AL RUSSELL
1058 38 CA SONOMA
1059 38 GA JACKSON
1060 38 IA CARROLL
1061 38 IL CLINTON
1062 38 IL MONTGOMERY
1063 38 IN WHITLEY
1064 38 KS CHEROKEE
1065 38 KY KNOX
1066 38 LA ST JOHN THE BAPTIST
1067 38 MI TUSCOLA
1068 38 MO CALDWELL
1069 38 MO NEWTON
1070 38 MO POLK
1071 38 MO WAYNE
1072 38 OH HENRY
1073 38 OK CUSTER
1074 38 OR YAMHILL
1075 38 PA BRADFORD
1076 38 TX SAN PATRICIO
1077 38 TX WALKER
1078 37 AR HOWARD
1079 37 AZ GILA
1080 37 GA HARRIS
1081 37 IA JOHNSON
1082 37 IA WARREN
1083 37 IL JACKSON
1084 37 LA AVOYELLES
1085 37 MN ITASCA
1086 37 MN RICE
1087 37 MT SANDERS
1088 37 OK PONTOTOC
1089 37 OR BAKER
1090 37 TN COCKE
1091 37 TN OBION
1092 37 TX HENDERSON
1093 37 TX HUTCHINSON
1094 37 TX MILAM
1095 37 TX NACOGDOCHES
1096 37 VA STAFFORD
1097 37 WI WASHINGTON
1098 37 WV HAMPSHIRE
1099 37 WV HANCOCK
1100 37 WY WESTON
1101 36 CA NEVADA
1102 36 CA SANTA BARBARA
1103 36 FL SUMTER
1104 36 IA WRIGHT
1105 36 KY BREATHITT
1106 36 ME OXFORD
1107 36 MI LAPEER
1108 36 MO DEKALB
1109 36 MS TATE
1110 36 NC HALIFAX
1111 36 NY CAYUGA
1112 36 NY MONTGOMERY
1113 36 PA INDIANA
1114 36 TN FRANKLIN
1115 36 VA ISLE OF WIGHT
1116 36 WI MARQUETTE
1117 35 AR BENTON
1118 35 FL COLUMBIA
1119 35 GA CHARLTON
1120 35 IA BUCHANAN
1121 35 IL BUREAU
1122 35 IN CASS
1123 35 IN DAVIESS
1124 35 IN DUBOIS
1125 35 IN HENRY
1126 35 KY OLDHAM
1127 35 LA ST BERNARD
1128 35 MN GOODHUE
1129 35 MN PINE
1130 35 NE DAKOTA
1131 35 NE LOGAN
1132 35 OH WYANDOT
1133 35 TX AUSTIN
1134 35 TX KINNEY
1135 35 TX UVALDE
1136 35 VA ORANGE
1137 35 WI CHIPPEWA
1138 35 WV MONROE
1139 35 WV PRESTON
1140 34 AR DREW
1141 34 CO MORGAN
1142 34 FL PUTNAM
1143 34 GA WASHINGTON
1144 34 IA FLOYD
1145 34 IN HOWARD
1146 34 IN SULLIVAN
1147 34 KS MCPHERSON
1148 34 KS PRATT
1149 34 MN MILLE LACS
1150 34 MN WILKIN
1151 34 MO TEXAS
1152 34 ND MCLEAN
1153 34 ND STARK
1154 34 OK NOWATA
1155 34 OK OKMULGEE
1156 34 SC ANDERSON
1157 34 SD BROOKINGS
1158 34 TX NOLAN
1159 34 VA PRINCE EDWARD
1160 34 WA STEVENS
1161 34 WI WAUPACA
1162 34 WV MASON
1163 33 AL DEKALB
1164 33 FL BREVARD
1165 33 GA EMANUEL
1166 33 GA GORDON
1167 33 GA SPALDING
1168 33 IL EFFINGHAM
1169 33 IL STEPHENSON
1170 33 KY SHELBY
1171 33 MI LIVINGSTON
1172 33 MO PIKE
1173 33 MS ATTALA
1174 33 NY ONTARIO
1175 33 OH DEFIANCE
1176 33 TX HAYS
1177 33 TX JACK
1178 33 VA PULASKI
1179 33 WI GRANT
1180 33 WV BARBOUR
1181 33 WV MORGAN
1182 33 WY CROOK
1183 32 AR INDEPENDENCE
1184 32 AR LAWRENCE
1185 32 GA BARROW
1186 32 GA MCDUFFIE
1187 32 ID MINIDOKA
1188 32 IL FAYETTE
1189 32 IL SCHUYLER
1190 32 KY ROCKCASTLE
1191 32 MI IONIA
1192 32 MN MEEKER
1193 32 MN WATONWAN
1194 32 MT BLAINE
1195 32 NC HENDERSON
1196 32 NY TIOGA
1197 32 OK CHOCTAW
1198 32 PA CENTRE
1199 32 TN CLAIBORNE
1200 32 TX HUNT
1201 32 TX ROCKWALL
1202 32 VA BUCKINGHAM
1203 32 VA LEE
1204 31 AR POPE
1205 31 GA DADE
1206 31 GA FLOYD
1207 31 IA HAMILTON
1208 31 KS LINN
1209 31 KY DAVIESS
1210 31 KY PENDLETON
1211 31 LA CLAIBORNE
1212 31 LA ST MARTIN
1213 31 MT LINCOLN
1214 31 OK WASHINGTON
1215 31 TX LEON
1216 31 TX PALO PINTO
1217 31 VA CRAIG
1218 31 VA LOUISA
1219 30 AR CROSS
1220 30 CA CALAVERAS
1221 30 CO ROUTT
1222 30 FL HERNANDO
1223 30 FL OSCEOLA
1224 30 GA THOMAS
1225 30 IN KOSCIUSKO
1226 30 IN MONTGOMERY
1227 30 IN WABASH
1228 30 KS RILEY
1229 30 MO MADISON
1230 30 MT GALLATIN
1231 30 NC RUTHERFORD
1232 30 NC SCOTLAND
1233 30 NC SURRY
1234 30 NE FRONTIER
1235 30 NE JOHNSON
1236 30 NJ SALEM
1237 30 OR JACKSON
1238 30 TN FAYETTE
1239 30 TX JASPER
1240 30 TX MIDLAND
1241 30 TX ROBERTSON
1242 30 VA CHARLOTTE
1243 30 VA SCOTT
1244 30 WV FAYETTE
1245 29 AL BUTLER
1246 29 AL MADISON
1247 29 AL MARSHALL
1248 29 CA MONTEREY
1249 29 FL FLAGLER
1250 29 IA MUSCATINE
1251 29 IL WASHINGTON
1252 29 IN WASHINGTON
1253 29 KY CALDWELL
1254 29 MO BENTON
1255 29 MO CLARK
1256 29 MO PERRY
1257 29 MT GLACIER
1258 29 NC CURRITUCK
1259 29 NM TORRANCE
1260 29 OH GEAUGA
1261 29 OH MUSKINGUM
1262 29 OK MARSHALL
1263 29 PA GREENE
1264 29 SC COLLETON
1265 29 SC GEORGETOWN
1266 29 SC SUMTER
1267 29 TX TYLER
1268 29 VA KING WILLIAM
1269 29 VA NEW KENT
1270 29 WA GRAYS HARBOR
1271 29 WI ADAMS
1272 29 WI SAUK
1273 29 WY PARK
1274 28 CO FREMONT
1275 28 GA LIBERTY
1276 28 GA TOOMBS
1277 28 IN CLAY
1278 28 IN CLINTON
1279 28 KY MEADE
1280 28 MN TODD
1281 28 MT TOOLE
1282 28 NC DAVIE
1283 28 NH CHESHIRE
1284 28 OH CHAMPAIGN
1285 28 SC NEWBERRY
1286 28 TX PARMER
1287 28 VA ALBEMARLE
1288 28 VA AMHERST
1289 28 VA POWHATAN
1290 27 IN MONROE
1291 27 IN PIKE
1292 27 KY BELL
1293 27 MI ALLEGAN
1294 27 MI VAN BUREN
1295 27 MN LE SUEUR
1296 27 MO SAINTE GENEVIEVE
1297 27 MO SALINE
1298 27 MS LAMAR
1299 27 NH STRAFFORD
1300 27 NM CIBOLA
1301 27 NY ESSEX
1302 27 OK MCCLAIN
1303 27 TN MONTGOMERY
1304 27 TX POLK
1305 27 WI JEFFERSON
1306 26 AL CLARKE
1307 26 CO PROWERS
1308 26 CT TOLLAND
1309 26 IA HENRY
1310 26 IA JACKSON
1311 26 ID GEM
1312 26 IL JOHNSON
1313 26 IN CARROLL
1314 26 MN WINONA
1315 26 MO BARTON
1316 26 MT RICHLAND
1317 26 NC MCDOWELL
1318 26 NM SANTA FE
1319 26 NV LINCOLN
1320 26 NY WARREN
1321 26 OH HARRISON
1322 26 PA SNYDER
1323 26 SC KERSHAW
1324 26 TN LOUDON
1325 26 TX FAYETTE
1326 26 TX LAMAR
1327 26 VA SOUTHAMPTON
1328 26 VA WASHINGTON
1329 26 WV MARSHALL
1330 25 AL BIBB
1331 25 AL LAMAR
1332 25 AR BAXTER
1333 25 KS PHILLIPS
1334 25 LA GRANT
1335 25 LA IBERIA
1336 25 MN BROWN
1337 25 MO AUDRAIN
1338 25 MO VERNON
1339 25 MT PONDERA
1340 25 ND BARNES
1341 25 ND WILLIAMS
1342 25 NM COLFAX
1343 25 NY DELAWARE
1344 25 OH CARROLL
1345 25 OH CLINTON
1346 25 SC HAMPTON
1347 25 SC ORANGEBURG
1348 25 TN GIBSON
1349 25 TX CALDWELL
1350 25 TX NAVARRO
1351 25 UT JUAB
1352 25 VA BUCHANAN
1353 25 WV OHIO
1354 25 WY LINCOLN
1355 24 AL PICKENS
1356 24 GA APPLING
1357 24 GA IRWIN
1358 24 IA CLAYTON
1359 24 IA JASPER
1360 24 IL CLARK
1361 24 IN BLACKFORD
1362 24 IN LAPORTEE
1363 24 KS DONIPHAN
1364 24 KS GEARY
1365 24 KY GRAVES
1366 24 KY HENRY
1367 24 MI MUSKEGON
1368 24 MN FREEBORN
1369 24 MO DUNKLIN
1370 24 MO MONITEAU
1371 24 MO MONROE
1372 24 MO MORGAN
1373 24 MS MARION
1374 24 NC DURHAM
1375 24 NE KIMBALL
1376 24 NY CLINTON
1377 24 OH ADAMS
1378 24 OH MIAMI
1379 24 OK CADDO
1380 24 SC CHESTERFIELD
1381 24 TN BENTON
1382 24 TN HUMPHREYS
1383 24 TX LIMESTONE
1384 24 TX SAN JACINTO
1385 24 VA CULPEPER
1386 24 VA FAUQUIER
1387 24 VA FREDERICK
1388 24 VA HENRY
1389 24 WI CRAWFORD
1390 23 FL CITRUS
1391 23 FL MANATEE
1392 23 GA BUTTS
1393 23 IA BUTLER
1394 23 IA FAYETTE
1395 23 ID PAYETTE
1396 23 IL BOND
1397 23 IL FORD
1398 23 IL MASON
1399 23 IN RANDOLPH
1400 23 IN SPENCER
1401 23 IN VERMILLION
1402 23 IN WHITE
1403 23 MO CARROLL
1404 23 MO GRUNDY
1405 23 MO RALLS
1406 23 MS HOLMES
1407 23 MS LEE
1408 23 NC YANCEY
1409 23 OH AUGLAIZE
1410 23 OH CLARK
1411 23 OK PITTSBURG
1412 23 OK WOODWARD
1413 23 TN UNION
1414 23 UT CACHE
1415 23 VA DINWIDDIE
1416 23 WI LINCOLN
1417 23 WI MARATHON
1418 23 WI POLK
1419 23 WI WASHBURN
1420 22 AR LITTLE RIVER
1421 22 AR PERRY
1422 22 FL ALACHUA
1423 22 GA ATKINSON
1424 22 GA LEE
1425 22 GA WHITFIELD
1426 22 GA WILKINSON
1427 22 IN BOONE
1428 22 KS BARTON
1429 22 KS FORD
1430 22 KS NEMAHA
1431 22 KS WASHINGTON
1432 22 KY LETCHER
1433 22 KY MARSHALL
1434 22 KY MUHLENBERG
1435 22 KY SPENCER
1436 22 LA NATCHITOCHES
1437 22 MD QUEEN ANNES
1438 22 ME ANDROSCOGGIN
1439 22 NC BRUNSWICK
1440 22 NC CATAWBA
1441 22 NC MONTGOMERY
1442 22 NE THAYER
1443 22 OH BELMONT
1444 22 OH HARDIN
1445 22 OH WASHINGTON
1446 22 PA CLARION
1447 22 SC FAIRFIELD
1448 22 SC MARION
1449 22 SC WILLIAMSBURG
1450 22 TN HENRY
1451 22 TN MADISON
1452 22 TX GRAY
1453 22 TX HOPKINS
1454 22 VA WARREN
1455 22 WA GRANT
1456 22 WV BRAXTON
1457 22 WV JACKSON
1458 21 CA KINGS
1459 21 FL LEON
1460 21 GA HARALSON
1461 21 ID WASHINGTON
1462 21 IN CRAWFORD
1463 21 IN FOUNTAIN
1464 21 KS WABAUNSEE
1465 21 LA BIENVILLE
1466 21 MO ADAIR
1467 21 MO DAVIESS
1468 21 MS GEORGE
1469 21 NC HAYWOOD
1470 21 NE GARDEN
1471 21 NE HOWARD
1472 21 NY CHEMUNG
1473 21 OH ATHENS
1474 21 OH MORROW
1475 21 OH SHELBY
1476 21 OK POTTAWATOMIE
1477 21 TN CARTER
1478 21 TX BURLESON
1479 21 TX CARSON
1480 21 TX HOUSTON
1481 21 TX PANOLA
1482 21 TX WALLER
1483 21 WA PEND OREILLE
1484 21 WI RUSK
1485 21 WV RANDOLPH
1486 20 AR SHARP
1487 20 AR UNION
1488 20 FL BRADFORD
1489 20 IA HARDIN
1490 20 IA TAMA
1491 20 ID FRANKLIN
1492 20 IL PERRY
1493 20 LA JACKSON
1494 20 LA WASHINGTON
1495 20 MN BENTON
1496 20 MN CASS
1497 20 MN MOWER
1498 20 MO CARTER
1499 20 MO HENRY
1500 20 MO LEWIS
1501 20 MO STONE
1502 20 MT SILVER BOW
1503 20 NE PERKINS
1504 20 NY FULTON
1505 20 OH MADISON
1506 20 OH MEIGS
1507 20 OK WOODS
1508 20 SC LAURENS
1509 20 SC MCCORMICK
1510 20 TX ECTOR
1511 20 TX ERATH
1512 20 TX FALLS
1513 20 TX FRIO
1514 20 TX KLEBERG
1515 20 VA YORK
1516 20 WA MASON
1517 20 WI BARRON
1518 19 AL PIKE
1519 19 AL TALLAPOOSA
1520 19 AR CONWAY
1521 19 AR RANDOLPH
1522 19 GA LAMAR
1523 19 IA CEDAR
1524 19 IA GREENE
1525 19 IA MONTGOMERY
1526 19 IL HAMILTON
1527 19 IN FAYETTE
1528 19 IN OWEN
1529 19 KS HASKELL
1530 19 KY CARROLL
1531 19 LA ALLEN
1532 19 LA MOREHOUSE
1533 19 MI ARENAC
1534 19 MN AITKIN
1535 19 MO DADE
1536 19 MO HARRISON
1537 19 MO TANEY
1538 19 NC LINCOLN
1539 19 NC PITT
1540 19 NE MCPHERSON
1541 19 NH COOS
1542 19 NJ CAPE MAY
1543 19 NY JEFFERSON
1544 19 OH GALLIA
1545 19 OH GREENE
1546 19 OK LOGAN
1547 19 OK MAYES
1548 19 OK WAGONER
1549 19 PA UNION
1550 19 SC LANCASTER
1551 19 SC MARLBORO
1552 19 SC UNION
1553 19 SD LAWRENCE
1554 19 TX FANNIN
1555 19 WI JACKSON
1556 19 WV BROOKE
1557 19 WV MONONGALIA
1558 18 AR ASHLEY
1559 18 AR MISSISSIPPI
1560 18 AZ SANTA CRUZ
1561 18 FL SARASOTA
1562 18 GA UPSON
1563 18 IA ALLAMAKEE
1564 18 IA DELAWARE
1565 18 IL MERCER
1566 18 IL WAYNE
1567 18 IN JAY
1568 18 IN NEWTON
1569 18 KY CASEY
1570 18 MN OLMSTED
1571 18 MO LACLEDE
1572 18 MO LINCOLN
1573 18 MO PHELPS
1574 18 MS WAYNE
1575 18 MT DEER LODGE
1576 18 NC PENDER
1577 18 NC RANDOLPH
1578 18 NE FURNAS
1579 18 NE SHERMAN
1580 18 NE YORK
1581 18 OH FAYETTE
1582 18 OH PAULDING
1583 18 OK LINCOLN
1584 18 OK MCCURTAIN
1585 18 OK MCINTOSH
1586 18 SC CLARENDON
1587 18 TN DYER
1588 18 UT MORGAN
1589 18 WY JOHNSON
1590 17 AL MARION
1591 17 AR POLK
1592 17 CA NAPA
1593 17 GA BLECKLEY
1594 17 GA BURKE
1595 17 GA JENKINS
1596 17 GA PIKE
1597 17 IA BREMER
1598 17 IA HUMBOLDT
1599 17 KS POTTAWATOMIE
1600 17 LA PLAQUEMINES
1601 17 ME WASHINGTON
1602 17 MI HILLSDALE
1603 17 MI MASON
1604 17 MI MONTCALM
1605 17 MO ANDREW
1606 17 MO BARRY
1607 17 MO CRAWFORD
1608 17 NC COLUMBUS
1609 17 NE HOOKER
1610 17 OH KNOX
1611 17 OK CRAIG
1612 17 PA WYOMING
1613 17 SC BEAUFORT
1614 17 SC EDGEFIELD
1615 17 SD HUGHES
1616 17 TN MCNAIRY
1617 17 TX BOSQUE
1618 17 TX CLAY
1619 17 TX MONTAGUE
1620 17 TX MOTLEY
1621 17 TX SHELBY
1622 17 WA ASOTIN
1623 17 WI GREEN LAKE
1624 16 AL MARENGO
1625 16 AR ST FRANCIS
1626 16 CO DELTA
1627 16 CO SEDGWICK
1628 16 GA CLINCH
1629 16 GA PICKENS
1630 16 IA CALHOUN
1631 16 IA CLARKE
1632 16 ID CASSIA
1633 16 IL LOGAN
1634 16 IL WHITE
1635 16 IN KNOX
1636 16 IN LAGRANGE
1637 16 IN LAWRENCE
1638 16 KS ALLEN
1639 16 KS NEOSHO
1640 16 KY KNOTT
1641 16 KY LOGAN
1642 16 KY MARTIN
1643 16 KY OHIO
1644 16 LA LINCOLN
1645 16 MI BARRY
1646 16 MN STEELE
1647 16 MN SWIFT
1648 16 MO HOLT
1649 16 MO KNOX
1650 16 MS AMITE
1651 16 MS COPIAH
1652 16 MS WINSTON
1653 16 NC PASQUOTANK
1654 16 OH DARKE
1655 16 OH GUERNSEY
1656 16 OH VAN WERT
1657 16 PA VENANGO
1658 16 TN CHEATHAM
1659 16 TN CROCKETT
1660 16 TN HICKMAN
1661 16 TX COLORADO
1662 16 TX EASTLAND
1663 16 TX MORRIS
1664 16 UT WASHINGTON
1665 16 VA APPOMATTOX
1666 16 VA ROCKBRIDGE
1667 16 WI BUFFALO
1668 16 WI FOREST
1669 16 WI OCONTO
1670 16 WV MARION
1671 15 AR DESHA
1672 15 AR GREENE
1673 15 AR NEVADA
1674 15 AR OUACHITA
1675 15 FL HIGHLANDS
1676 15 GA LINCOLN
1677 15 GA WILCOX
1678 15 IA FREMONT
1679 15 IA MITCHELL
1680 15 IL SCOTT
1681 15 KY CHRISTIAN
1682 15 KY HARRISON
1683 15 KY SCOTT
1684 15 KY TODD
1685 15 MI NEWAYGO
1686 15 MO CALLAWAY
1687 15 MO MILLER
1688 15 MS CLARKE
1689 15 MS GRENADA
1690 15 MS LAWRENCE
1691 15 MS MONTGOMERY
1692 15 MS SIMPSON
1693 15 NC BURKE
1694 15 NC HARNETT
1695 15 NC NORTHAMPTON
1696 15 NC ORANGE
1697 15 NC WAYNE
1698 15 NE HITCHCOCK
1699 15 OH HIGHLAND
1700 15 OK COMANCHE
1701 15 OR BENTON
1702 15 PA TIOGA
1703 15 SC CHESTER
1704 15 TX BANDERA
1705 15 TX COMANCHE
1706 15 TX TERRELL
1707 15 VA DICKENSON
1708 15 VA GOOCHLAND
1709 15 VA SMYTH
1710 15 WA ADAMS
1711 15 WA KITTITAS
1712 15 WA OKANOGAN
1713 15 WI MANITOWOC
1714 15 WI TAYLOR
1715 14 AL COFFEE
1716 14 CA LASSEN
1717 14 FL COLLIER
1718 14 IA JONES
1719 14 IA MARION
1720 14 IA MONROE
1721 14 IA PLYMOUTH
1722 14 IL CLAY
1723 14 IL JERSEY
1724 14 IL JO DAVIESS
1725 14 IL WABASH
1726 14 IL WOODFORD
1727 14 IN TIPTON
1728 14 KS BROWN
1729 14 KS CLOUD
1730 14 KS HARPER
1731 14 KY BRECKINRIDGE
1732 14 LA TERREBONNE
1733 14 MI MENOMINEE
1734 14 MI SANILAC
1735 14 MN HUBBARD
1736 14 MO GASCONADE
1737 14 MS CARROLL
1738 14 MT MINERAL
1739 14 NC ALAMANCE
1740 14 NC CRAVEN
1741 14 ND FOSTER
1742 14 ND MOUNTRAIL
1743 14 ND RAMSEY
1744 14 NE HAMILTON
1745 14 NE MERRICK
1746 14 NM CHAVES
1747 14 NY SULLIVAN
1748 14 OH BROWN
1749 14 OH JACKSON
1750 14 OK DELAWARE
1751 14 OK OTTAWA
1752 14 OR HOOD RIVER
1753 14 TN CUMBERLAND
1754 14 TN HARDEMAN
1755 14 TN HENDERSON
1756 14 TX BREWSTER
1757 14 TX CAMP
1758 14 TX LA SALLE
1759 14 TX LAVACA
1760 14 TX MARION
1761 14 TX NEWTON
1762 14 VA BLAND
1763 14 VA GLOUCESTER
1764 14 WA SKAMANIA
1765 14 WI JUNEAU
1766 14 WI SAWYER
1767 13 AL BULLOCK
1768 13 AL CHAMBERS
1769 13 AR CLAY
1770 13 AR JACKSON
1771 13 CA SAN BENITO
1772 13 CO GARFIELD
1773 13 FL WASHINGTON
1774 13 GA JASPER
1775 13 GA TALBOT
1776 13 GA TIFT
1777 13 IA APPANOOSE
1778 13 IA CASS
1779 13 IA IOWA
1780 13 IA PAGE
1781 13 IA RINGGOLD
1782 13 ID NEZ PERCE
1783 13 IL GREENE
1784 13 IN JENNINGS
1785 13 KY JESSAMINE
1786 13 LA ACADIA
1787 13 MI BRANCH
1788 13 MI IOSCO
1789 13 MI SCHOOLCRAFT
1790 13 MN MARSHALL
1791 13 MN RENVILLE
1792 13 MN WABASHA
1793 13 MO IRON
1794 13 MS PANOLA
1795 13 NC MITCHELL
1796 13 NE CLAY
1797 13 NE DEUEL
1798 13 NE FILLMORE
1799 13 NE VALLEY
1800 13 NM GRANT
1801 13 NY SENECA
1802 13 SD CODINGTON
1803 13 SD KINGSBURY
1804 13 TX CULBERSON
1805 13 TX RUSK
1806 13 TX SWISHER
1807 13 TX WHARTON
1808 13 VA PRINCE GEORGE
1809 13 VA SHENANDOAH
1810 13 VT ORLEANS
1811 13 WI DUNN
1812 13 WI ONEIDA
1813 13 WI WAUSHARA
1814 13 WV POCAHONTAS
1815 12 AL COVINGTON
1816 12 AR DALLAS
1817 12 CA MARIN
1818 12 CO PARK
1819 12 FL INDIAN RIVER
1820 12 FL JACKSON
1821 12 FL OKEECHOBEE
1822 12 GA BERRIEN
1823 12 GA CRISP
1824 12 GA HABERSHAM
1825 12 GA JEFF DAVIS
1826 12 GA RANDOLPH
1827 12 GA TWIGGS
1828 12 IA MADISON
1829 12 IA MONONA
1830 12 IA SHELBY
1831 12 IA WORTH
1832 12 ID CARIBOU
1833 12 ID POWER
1834 12 IL CRAWFORD
1835 12 IL EDGAR
1836 12 IL LIVINGSTON
1837 12 IN BARTHOLOMEW
1838 12 IN WAYNE
1839 12 KS ANDERSON
1840 12 KS ELLIS
1841 12 KS KINGMAN
1842 12 KS OTTAWA
1843 12 KS SEWARD
1844 12 KY WARREN
1845 12 MD WICOMICO
1846 12 MI MANISTEE
1847 12 MO BATES
1848 12 MO BOLLINGER
1849 12 MO OSAGE
1850 12 MO SHELBY
1851 12 MS BENTON
1852 12 MS FRANKLIN
1853 12 MS SCOTT
1854 12 NC ANSON
1855 12 NC CLEVELAND
1856 12 NC ROCKINGHAM
1857 12 ND DIVIDE
1858 12 NE NEMAHA
1859 12 NH CARROLL
1860 12 NM SOCORRO
1861 12 NV NYE
1862 12 OH PERRY
1863 12 OH PREBLE
1864 12 OK GRANT
1865 12 TN BEDFORD
1866 12 TN COFFEE
1867 12 TX ARMSTRONG
1868 12 TX CALLAHAN
1869 12 TX LEE
1870 12 TX MATAGORDA
1871 12 UT SUMMIT
1872 12 VA AUGUSTA
1873 12 VA BATH
1874 12 VA NELSON
1875 12 WA LINCOLN
1876 12 WI MARINETTE
1877 12 WI PEPIN
1878 11 AL CONECUH
1879 11 AL DALE
1880 11 AL LAWRENCE
1881 11 AL WASHINGTON
1882 11 AL WILCOX
1883 11 AR ARKANSAS
1884 11 AR LAFAYETTE
1885 11 AR PHILLIPS
1886 11 FL HAMILTON
1887 11 FL SUWANNEE
1888 11 FL UNION
1889 11 GA BALDWIN
1890 11 GA DECATUR
1891 11 GA JEFFERSON
1892 11 GA LAURENS
1893 11 GA TAYLOR
1894 11 GA WORTH
1895 11 IA DAVIS
1896 11 IA FRANKLIN
1897 11 ID JEROME
1898 11 ID LATAH
1899 11 IL SALINE
1900 11 IN ADAMS
1901 11 IN JACKSON
1902 11 IN PULASKI
1903 11 KS BARBER
1904 11 KS CHASE
1905 11 KY BRACKEN
1906 11 KY GRAYSON
1907 11 KY LIVINGSTON
1908 11 KY NICHOLAS
1909 11 LA EAST FELICIANA
1910 11 LA EVANGELINE
1911 11 LA ST JAMES
1912 11 ME WALDO
1913 11 MI ONTONAGON
1914 11 MN SIBLEY
1915 11 MO CAMDEN
1916 11 MS CHICKASAW
1917 11 MS PERRY
1918 11 MT FERGUS
1919 11 MT PRAIRIE
1920 11 ND DICKEY
1921 11 ND TRAILL
1922 11 NE STANTON
1923 11 NM HIDALGO
1924 11 NY CORTLAND
1925 11 NY FRANKLIN
1926 11 NY ORLEANS
1927 11 OK BECKHAM
1928 11 OK GARVIN
1929 11 OK LOVE
1930 11 OK PAWNEE
1931 11 OK PUSHMATAHA
1932 11 OR POLK
1933 11 RI NEWPORT
1934 11 TN SEQUATCHIE
1935 11 TX COLEMAN
1936 11 TX JIM WELLS
1937 11 TX MITCHELL
1938 11 WI BAYFIELD
1939 11 WI GREEN
1940 10 AL CLAY
1941 10 AR MILLER
1942 10 AR PIKE
1943 10 AZ LA PAZ
1944 10 CA TEHAMA
1945 10 CO ALAMOSA
1946 10 CO EAGLE
1947 10 CO ELBERT
1948 10 CO GRAND
1949 10 CO HUERFANO
1950 10 CO MONTROSE
1951 10 CO RIO GRANDE
1952 10 FL CHARLOTTE
1953 10 GA HART
1954 10 GA LANIER
1955 10 GA PUTNAM
1956 10 IA GUTHRIE
1957 10 IA HANCOCK
1958 10 IA JEFFERSON
1959 10 IA SAC
1960 10 IA WASHINGTON
1961 10 ID BENEWAH
1962 10 IL MARSHALL
1963 10 IL MENARD
1964 10 IN FRANKLIN
1965 10 IN JEFFERSON
1966 10 IN PARKE
1967 10 IN SCOTT
1968 10 KS COFFEY
1969 10 KS RUSH
1970 10 KY WEBSTER
1971 10 LA LAFOURCHE
1972 10 LA MADISON
1973 10 MI CLINTON
1974 10 MN BELTRAMI
1975 10 MN BIG STONE
1976 10 MN KANABEC
1977 10 MN LYON
1978 10 MN RED LAKE
1979 10 MO CEDAR
1980 10 MO NEW MADRID
1981 10 MO SHANNON
1982 10 MS CLAY
1983 10 MS JASPER
1984 10 MS JONES
1985 10 MS OKTIBBEHA
1986 10 MS TISHOMINGO
1987 10 MS YALOBUSHA
1988 10 NC ALEXANDER
1989 10 NC CAMDEN
1990 10 ND MCINTOSH
1991 10 OK NOBLE
1992 10 OR COOS
1993 10 OR JEFFERSON
1994 10 OR MALHEUR
1995 10 PA WARREN
1996 10 SD LINCOLN
1997 10 SD ROBERTS
1998 10 TN BLEDSOE
1999 10 TN GILES
2000 10 TN HARDIN
2001 10 TN MEIGS
2002 10 TX HALE
2003 10 TX KENDALL
2004 10 TX RUNNELS
2005 10 TX TITUS
2006 10 UT DUCHESNE
2007 10 UT UINTAH
2008 10 VA AMELIA
2009 10 VA HALIFAX
2010 10 VA SUSSEX
2011 10 VT WINDHAM
2012 10 VT WINDSOR
2013 10 WI PRICE
2014 10 WY WASHAKIE
2015 9 AL CHEROKEE
2016 9 AL SUMTER
2017 9 AR YELL
2018 9 CA AMADOR
2019 9 CA TUOLUMNE
2020 9 FL DESOTO
2021 9 FL MARTIN
2022 9 GA CLARKE
2023 9 GA DODGE
2024 9 GA FANNIN
2025 9 GA GRADY
2026 9 GA NEWTON
2027 9 GA SUMTER
2028 9 GA TERRELL
2029 9 IA DECATUR
2030 9 IA GRUNDY
2031 9 ID ELMORE
2032 9 IL CUMBERLAND
2033 9 IL MASSAC
2034 9 IL RICHLAND
2035 9 KS FINNEY
2036 9 KS ROOKS
2037 9 KS SHERMAN
2038 9 KS WALLACE
2039 9 KY FLEMING
2040 9 MI HURON
2041 9 MN CLEARWATER
2042 9 MN NORMAN
2043 9 MN REDWOOD
2044 9 MN ROCK
2045 9 MN STEVENS
2046 9 MN WADENA
2047 9 MO MERCER
2048 9 MO MONTGOMERY
2049 9 MT CHOUTEAU
2050 9 MT LIBERTY
2051 9 MT PHILLIPS
2052 9 MT POWELL
2053 9 MT ROOSEVELT
2054 9 NC STOKES
2055 9 ND KIDDER
2056 9 ND PIERCE
2057 9 NE BURT
2058 9 NE GOSPER
2059 9 NE KNOX
2060 9 NH MERRIMACK
2061 9 OH HOCKING
2062 9 OK HUGHES
2063 9 OK PAYNE
2064 9 OK STEPHENS
2065 9 SC BARNWELL
2066 9 SC CHEROKEE
2067 9 SD EDMUNDS
2068 9 SD HAND
2069 9 TX BEE
2070 9 TX CHAMBERS
2071 9 TX GRIMES
2072 9 TX HARTLEY
2073 9 TX LAMPASAS
2074 9 TX PRESIDIO
2075 9 TX SCURRY
2076 9 VA BRUNSWICK
2077 9 VA FLUVANNA
2078 9 VA PATRICK
2079 9 VA RAPPAHANNOCK
2080 9 VT ORANGE
2081 9 WA WHITMAN
2082 9 WI CLARK
2083 9 WI SHAWANO
2084 9 WI SHEBOYGAN
2085 9 WV WETZEL
2086 8 AL GENEVA
2087 8 AL HALE
2088 8 AR BRADLEY
2089 8 AR CLEBURNE
2090 8 AR MARION
2091 8 GA STEPHENS
2092 8 GA WARREN
2093 8 IA CRAWFORD
2094 8 IA VAN BUREN
2095 8 ID ONEIDA
2096 8 IN FULTON
2097 8 IN RIPLEY
2098 8 IN WARREN
2099 8 KY BOURBON
2100 8 KY GALLATIN
2101 8 KY GARRARD
2102 8 KY LEE
2103 8 KY MASON
2104 8 LA SABINE
2105 8 LA UNION
2106 8 MD CAROLINE
2107 8 MD DORCHESTER
2108 8 ME SAGADAHOC
2109 8 MI ALGER
2110 8 MI CHIPPEWA
2111 8 MN FARIBAULT
2112 8 MO DALLAS
2113 8 MO SCHUYLER
2114 8 MO ST CLAIR
2115 8 MO WARREN
2116 8 MS COVINGTON
2117 8 MS NOXUBEE
2118 8 MS STONE
2119 8 MS TIPPAH
2120 8 MS UNION
2121 8 MT BEAVERHEAD
2122 8 MT GRANITE
2123 8 MT JEFFERSON
2124 8 NC CHEROKEE
2125 8 NC GRANVILLE
2126 8 NC JACKSON
2127 8 NC LEE
2128 8 ND RENVILLE
2129 8 ND SHERIDAN
2130 8 NE BANNER
2131 8 NE CEDAR
2132 8 NE GRANT
2133 8 NE NUCKOLLS
2134 8 NE POLK
2135 8 NM GUADALUPE
2136 8 NV INDEPENDENT CITY
2137 8 NY TOMPKINS
2138 8 OH MERCER
2139 8 OK CARTER
2140 8 OK HASKELL
2141 8 OK JOHNSTON
2142 8 OR CROOK
2143 8 OR JOSEPHINE
2144 8 PA MCKEAN
2145 8 RI BRISTOL
2146 8 SD SANBORN
2147 8 TN CANNON
2148 8 TX ARCHER
2149 8 TX HARDEMAN
2150 8 TX JACKSON
2151 8 TX MADISON
2152 8 TX OLDHAM
2153 8 UT EMERY
2154 8 UT MILLARD
2155 8 UT SAN JUAN
2156 8 VT ADDISON
2157 8 VT BENNINGTON
2158 8 WA CLALLAM
2159 8 WI CALUMET
2160 7 AK ANCHORAGE
2161 7 AL CHOCTAW
2162 7 AL CLEBURNE
2163 7 AL GREENE
2164 7 AL LIMESTONE
2165 7 AL LOWNDES
2166 7 AR JOHNSON
2167 7 AR MADISON
2168 7 AR MONROE
2169 7 CO CROWLEY
2170 7 FL MONROE
2171 7 GA MARION
2172 7 GA MCINTOSH
2173 7 GA OCONEE
2174 7 GA SCHLEY
2175 7 GA SCREVEN
2176 7 GA TURNER
2177 7 GA WILKES
2178 7 IA ADAMS
2179 7 IA CHICKASAW
2180 7 IA LOUISA
2181 7 IA POWESHIEK
2182 7 ID OWYHEE
2183 7 IL BROWN
2184 7 IL GALLATIN
2185 7 IL PULASKI
2186 7 IN BROWN
2187 7 IN DECATUR
2188 7 IN ORANGE
2189 7 IN PERRY
2190 7 IN RUSH
2191 7 IN UNION
2192 7 KS ELK
2193 7 KS RICE
2194 7 KS WOODSON
2195 7 KY BALLARD
2196 7 KY CARLISLE
2197 7 KY CLAY
2198 7 KY LARUE
2199 7 KY MARION
2200 7 KY MCCREARY
2201 7 KY UNION
2202 7 LA CALDWELL
2203 7 ME LINCOLN
2204 7 MI DICKINSON
2205 7 MN JACKSON
2206 7 MN MAHNOMEN
2207 7 MO HOWARD
2208 7 MO NODAWAY
2209 7 MS ITAWAMBA
2210 7 MS YAZOO
2211 7 MT SHERIDAN
2212 7 MT SWEET GRASS
2213 7 MT WIBAUX
2214 7 NC BLADEN
2215 7 NC CASWELL
2216 7 NC EDGECOMBE
2217 7 ND BURKE
2218 7 ND EDDY
2219 7 NE PAWNEE
2220 7 NE PHELPS
2221 7 NE PIERCE
2222 7 NH GRAFTON
2223 7 NH SULLIVAN
2224 7 NM DE BACA
2225 7 NM LINCOLN
2226 7 NY SCHUYLER
2227 7 OK BLAINE
2228 7 OK ELLIS
2229 7 OK KINGFISHER
2230 7 OK MURRAY
2231 7 OK OKFUSKEE
2232 7 OK TEXAS
2233 7 OR TILLAMOOK
2234 7 PA ELK
2235 7 SC JASPER
2236 7 TN SMITH
2237 7 TX CALHOUN
2238 7 TX DEAF SMITH
2239 7 TX HALL
2240 7 TX HOCKLEY
2241 7 TX HUDSPETH
2242 7 TX JONES
2243 7 UT WASATCH
2244 7 VA MECKLENBURG
2245 7 VA NORTHAMPTON
2246 7 VA WESTMORELAND
2247 7 WI ASHLAND
2248 7 WI LAFAYETTE
2249 7 WI LANGLADE
2250 7 WV GRANT
2251 7 WV HARDY
2252 7 WV RITCHIE
2253 7 WV WIRT
2254 6 AL MACON
2255 6 AR HEMPSTEAD
2256 6 CA MENDOCINO
2257 6 CO CHAFFEE
2258 6 CO CONEJOS
2259 6 CO MOFFAT
2260 6 CO SUMMIT
2261 6 CO TELLER
2262 6 FL GULF
2263 6 FL HOLMES
2264 6 FL LEVY
2265 6 FL OKALOOSA
2266 6 GA CRAWFORD
2267 6 GA DOOLY
2268 6 GA EARLY
2269 6 GA FRANKLIN
2270 6 GA GILMER
2271 6 GA MADISON
2272 6 GA MITCHELL
2273 6 GA MURRAY
2274 6 IA EMMET
2275 6 IA WINNEBAGO
2276 6 ID JEFFERSON
2277 6 ID LINCOLN
2278 6 IL LAWRENCE
2279 6 IN BENTON
2280 6 KS LOGAN
2281 6 KY CLARK
2282 6 KY HART
2283 6 KY LYON
2284 6 KY POWELL
2285 6 LA JEFFERSON DAVIS
2286 6 LA RED RIVER
2287 6 MD WORCESTER
2288 6 MI HOUGHTON
2289 6 MI OGEMAW
2290 6 MN CHIPPEWA
2291 6 MN LAKE OF THE WOODS
2292 6 MN NICOLLET
2293 6 MN NOBLES
2294 6 MO SULLIVAN
2295 6 MS CHOCTAW
2296 6 MS KEMPER
2297 6 MS LEAKE
2298 6 MS WEBSTER
2299 6 NC GATES
2300 6 NC WARREN
2301 6 NC WASHINGTON
2302 6 NC YADKIN
2303 6 ND BOTTINEAU
2304 6 ND NELSON
2305 6 ND ROLETTE
2306 6 NE KEARNEY
2307 6 NM SAN MIGUEL
2308 6 NY YATES
2309 6 OH VINTON
2310 6 OK CHEROKEE
2311 6 OK SEMINOLE
2312 6 OK WASHITA
2313 6 OR WALLOWA
2314 6 SC BAMBERG
2315 6 SD DAVISON
2316 6 SD HAAKON
2317 6 SD WALWORTH
2318 6 TN DEKALB
2319 6 TN LEWIS
2320 6 TN WARREN
2321 6 TX ARANSAS
2322 6 TX BURNET
2323 6 TX DEWITT
2324 6 TX TRINITY
2325 6 VA CHARLES CITY
2326 6 VA JAMES CITY
2327 6 VA KING AND QUEEN
2328 6 VA KING GEORGE
2329 6 WA PACIFIC
2330 6 WI BURNETT
2331 6 WI OZAUKEE
2332 6 WV NICHOLAS
2333 5 AL COOSA
2334 5 AL CRENSHAW
2335 5 AR BOONE
2336 5 AR CALHOUN
2337 5 AR COLUMBIA
2338 5 AR FRANKLIN
2339 5 AR PRAIRIE
2340 5 CO GILPIN
2341 5 CO LINCOLN
2342 5 FL GADSDEN
2343 5 FL GLADES
2344 5 FL LAFAYETTE
2345 5 FL TAYLOR
2346 5 GA COLQUITT
2347 5 GA EVANS
2348 5 GA GREENE
2349 5 GA TELFAIR
2350 5 IA ADAIR
2351 5 IA KOSSUTH
2352 5 IA LUCAS
2353 5 IA POCAHONTAS
2354 5 IA WAYNE
2355 5 IL PUTNAM
2356 5 IL STARK
2357 5 IN OHIO
2358 5 KS CLAY
2359 5 KS MEADE
2360 5 KY ALLEN
2361 5 KY ANDERSON
2362 5 KY BARREN
2363 5 KY EDMONSON
2364 5 KY FRANKLIN
2365 5 KY MCLEAN
2366 5 KY MONTGOMERY
2367 5 KY RUSSELL
2368 5 KY WOODFORD
2369 5 LA ASSUMPTION
2370 5 LA LA SALLE
2371 5 LA VERMILION
2372 5 LA WEST FELICIANA
2373 5 ME KNOX
2374 5 MI CLARE
2375 5 MI GRATIOT
2376 5 MI ISABELLA
2377 5 MI MECOSTA
2378 5 MI MIDLAND
2379 5 MI WEXFORD
2380 5 MN PIPESTONE
2381 5 MN YELLOW MEDICINE
2382 5 MO ATCHISON
2383 5 MO GENTRY
2384 5 MO MCDONALD
2385 5 MO OZARK
2386 5 MO PULASKI
2387 5 MO REYNOLDS
2388 5 MS LAFAYETTE
2389 5 MS QUITMAN
2390 5 MS WALTHALL
2391 5 MS WILKINSON
2392 5 MT BIG HORN
2393 5 MT TETON
2394 5 NC CALDWELL
2395 5 NC CARTERET
2396 5 NC FRANKLIN
2397 5 NC LENOIR
2398 5 NC POLK
2399 5 NC SAMPSON
2400 5 ND GRANT
2401 5 ND LAMOURE
2402 5 NE DIXON
2403 5 NE DUNDY
2404 5 NE THOMAS
2405 5 NE WEBSTER
2406 5 NM UNION
2407 5 NV CHURCHILL
2408 5 NV LANDER
2409 5 NV PERSHING
2410 5 NY LEWIS
2411 5 OK ALFALFA
2412 5 OK COAL
2413 5 OK GREER
2414 5 OK JEFFERSON
2415 5 OK MAJOR
2416 5 PA POTTER
2417 5 SC OCONEE
2418 5 SC SALUDA
2419 5 SD BRULE
2420 5 SD CLAY
2421 5 SD GRANT
2422 5 SD SPINK
2423 5 SD TURNER
2424 5 SD YANKTON
2425 5 TN FENTRESS
2426 5 TX BAILEY
2427 5 TX GOLIAD
2428 5 TX KERR
2429 5 TX RAINS
2430 5 TX SABINE
2431 5 TX SAN SABA
2432 5 TX SOMERVELL
2433 5 TX TERRY
2434 5 TX WARD
2435 5 UT RICH
2436 5 UT SANPETE
2437 5 VA CUMBERLAND
2438 5 VT GRAND ISLE
2439 5 WI IOWA
2440 5 WI VILAS
2441 5 WV UPSHUR
2442 5 WV WEBSTER
2443 4 AL PERRY
2444 4 AR IZARD
2445 4 AR LOGAN
2446 4 AR POINSETT
2447 4 CA GLENN
2448 4 CA MARIPOSA
2449 4 CO PHILLIPS
2450 4 FL WAKULLA
2451 4 GA BROOKS
2452 4 GA CANDLER
2453 4 GA CHATTAHOOCHEE
2454 4 GA CHATTOOGA
2455 4 GA COOK
2456 4 GA HANCOCK
2457 4 GA HEARD
2458 4 GA JOHNSON
2459 4 GA LONG
2460 4 GA MACON
2461 4 GA MONTGOMERY
2462 4 GA RABUN
2463 4 GA TATTNALL
2464 4 ID GOODING
2465 4 ID IDAHO
2466 4 IL CALHOUN
2467 4 IL EDWARDS
2468 4 IL JASPER
2469 4 KS EDWARDS
2470 4 KS HODGEMAN
2471 4 KS WILSON
2472 4 KY CALLOWAY
2473 4 KY FULTON
2474 4 KY GREEN
2475 4 KY JACKSON
2476 4 KY MONROE
2477 4 KY ROWAN
2478 4 KY TRIMBLE
2479 4 LA FRANKLIN
2480 4 MI BARAGA
2481 4 MI GLADWIN
2482 4 MI GRAND TRAVERSE
2483 4 MN COTTONWOOD
2484 4 MN FILLMORE
2485 4 MN KITTSON
2486 4 MN LINCOLN
2487 4 MN ROSEAU
2488 4 MS JEFFERSON
2489 4 MS WASHINGTON
2490 4 MT BROADWATER
2491 4 MT FALLON
2492 4 NC AVERY
2493 4 NC BEAUFORT
2494 4 NC DUPLIN
2495 4 NC HOKE
2496 4 NC MARTIN
2497 4 NC ONSLOW
2498 4 NC TRANSYLVANIA
2499 4 NC VANCE
2500 4 ND GOLDEN VALLEY
2501 4 ND PEMBINA
2502 4 NE COLFAX
2503 4 NE CUMING
2504 4 NE HARLAN
2505 4 NM CATRON
2506 4 NM LEA
2507 4 OH HOLMES
2508 4 OH MONROE
2509 4 OK ATOKA
2510 4 OR CLATSOP
2511 4 OR LAKE
2512 4 OR LINCOLN
2513 4 PA CAMERON
2514 4 SC LEE
2515 4 SD BUTTE
2516 4 SD DAY
2517 4 SD STANLEY
2518 4 TN HAYWOOD
2519 4 TN LINCOLN
2520 4 TX COLLINGSWORTH
2521 4 TX JIM HOGG
2522 4 TX LAMB
2523 4 TX LIVE OAK
2524 4 TX MCCULLOCH
2525 4 TX MILLS
2526 4 TX WASHINGTON
2527 4 TX WHEELER
2528 4 TX WILBARGER
2529 4 TX ZAVALA
2530 4 VA ACCOMACK
2531 4 VA ESSEX
2532 4 VA GREENE
2533 4 VT ESSEX
2534 4 VT LAMOILLE
2535 4 WA JEFFERSON
2536 4 WI IRON
2537 4 WI KEWAUNEE
2538 4 WV CLAY
2539 4 WV DODDRIDGE
2540 4 WY HOT SPRINGS
2541 3 AK JUNEAU
2542 3 AL FAYETTE
2543 3 AR CHICOT
2544 3 AR LEE
2545 3 AR SCOTT
2546 3 AZ GREENLEE
2547 3 CA MODOC
2548 3 CO BACA
2549 3 CO CUSTER
2550 3 CO KIOWA
2551 3 CO WASHINGTON
2552 3 CO YUMA
2553 3 FL JEFFERSON
2554 3 FL WALTON
2555 3 GA CALHOUN
2556 3 GA DAWSON
2557 3 GA OGLETHORPE
2558 3 GA PULASKI
2559 3 GA STEWART
2560 3 GA WEBSTER
2561 3 GA WHITE
2562 3 IA KEOKUK
2563 3 IA MAHASKA
2564 3 IA TAYLOR
2565 3 ID BOISE
2566 3 IN MARTIN
2567 3 KS DECATUR
2568 3 KS ELLSWORTH
2569 3 KS GREELEY
2570 3 KS GREENWOOD
2571 3 KS SCOTT
2572 3 KS STAFFORD
2573 3 KS STEVENS
2574 3 KS THOMAS
2575 3 KY BATH
2576 3 KY HANCOCK
2577 3 KY HICKMAN
2578 3 KY LESLIE
2579 3 KY OWEN
2580 3 KY TRIGG
2581 3 KY WASHINGTON
2582 3 KY WOLFE
2583 3 LA CONCORDIA
2584 3 LA WEST CARROLL
2585 3 MD KENT
2586 3 ME HANCOCK
2587 3 MI ALPENA
2588 3 MI GOGEBIC
2589 3 MI IRON
2590 3 MI KALKASKA
2591 3 MI LEELANAU
2592 3 MN GRANT
2593 3 MN MARTIN
2594 3 MN MURRAY
2595 3 MO HICKORY
2596 3 MO PEMISCOT
2597 3 MO WORTH
2598 3 MS ADAMS
2599 3 MS CLAIBORNE
2600 3 MS HUMPHREYS
2601 3 MS NESHOBA
2602 3 MS PONTOTOC
2603 3 MS TALLAHATCHIE
2604 3 MS TUNICA
2605 3 MT MUSSELSHELL
2606 3 MT POWDER RIVER
2607 3 NC ASHE
2608 3 NC CHATHAM
2609 3 NC DARE
2610 3 NC HERTFORD
2611 3 NC SWAIN
2612 3 ND SARGENT
2613 3 NE FRANKLIN
2614 3 NE GREELEY
2615 3 NE HAYES
2616 3 NE HOLT
2617 3 NE WAYNE
2618 3 NM SIERRA
2619 3 OH MORGAN
2620 3 OH NOBLE
2621 3 OK COTTON
2622 3 OK JACKSON
2623 3 PA COLUMBIA
2624 3 PA FULTON
2625 3 PA MONTOUR
2626 3 SD DEUEL
2627 3 SD GREGORY
2628 3 SD HAMLIN
2629 3 SD LAKE
2630 3 TN CHESTER
2631 3 TN PUTNAM
2632 3 TN VAN BUREN
2633 3 TN WAYNE
2634 3 TN WHITE
2635 3 TX ANDREWS
2636 3 TX BLANCO
2637 3 TX BRISCOE
2638 3 TX KARNES
2639 3 TX LLANO
2640 3 TX REEVES
2641 3 TX SAN AUGUSTINE
2642 3 VA CARROLL
2643 3 VA MADISON
2644 3 VA MATHEWS
2645 3 VT CALEDONIA
2646 3 VT WASHINGTON
2647 3 WA WAHKIAKUM
2648 3 WV LEWIS
2649 3 WV PLEASANTS
2650 3 WV ROANE
2651 3 WY SUBLETTE
2652 2 AE APO
2653 2 AK FAIRBANKS NORTH STAR
2654 2 AK MATANUSKA-SUSITNA
2655 2 AR MONTGOMERY
2656 2 AR STONE
2657 2 AR VAN BUREN
2658 2 CA COLUSA
2659 2 CA HUMBOLDT
2660 2 CA LAKE
2661 2 CA SIERRA
2662 2 CA TRINITY
2663 2 CO ARCHULETA
2664 2 CO CLEAR CREEK
2665 2 CO KIT CARSON
2666 2 CO LAKE
2667 2 CO MONTEZUMA
2668 2 CO SAGUACHE
2669 2 FL DIXIE
2670 2 FL FRANKLIN
2671 2 FL HARDEE
2672 2 GA CLAY
2673 2 GA LUMPKIN
2674 2 GA MILLER
2675 2 GA MORGAN
2676 2 GA SEMINOLE
2677 2 HI HONOLULU
2678 2 IA BUENA VISTA
2679 2 IA CHEROKEE
2680 2 IA CLAY
2681 2 IA DICKINSON
2682 2 IA LYON
2683 2 IA PALO ALTO
2684 2 ID ADAMS
2685 2 ID LEWIS
2686 2 IL ALEXANDER
2687 2 KS LINCOLN
2688 2 KS MITCHELL
2689 2 KS NORTON
2690 2 KS RAWLINS
2691 2 KS REPUBLIC
2692 2 KS SMITH
2693 2 KS TREGO
2694 2 KS WICHITA
2695 2 KY OWSLEY
2696 2 KY ROBERTSON
2697 2 KY TAYLOR
2698 2 KY WAYNE
2699 2 LA RICHLAND
2700 2 LA ST MARY
2701 2 LA WINN
2702 2 MD TALBOT
2703 2 ME FRANKLIN
2704 2 MI BENZIE
2705 2 MI CHEBOYGAN
2706 2 MI LUCE
2707 2 MI MACKINAC
2708 2 MI OSCEOLA
2709 2 MI ROSCOMMON
2710 2 MN LAC QUI PARLE
2711 2 MN TRAVERSE
2712 2 MO DENT
2713 2 MS GREENE
2714 2 MS SUNFLOWER
2715 2 MT DANIELS
2716 2 MT GOLDEN VALLEY
2717 2 MT JUDITH BASIN
2718 2 MT TREASURE
2719 2 NC CHOWAN
2720 2 NC GRAHAM
2721 2 NC PERQUIMANS
2722 2 NC PERSON
2723 2 ND ADAMS
2724 2 ND BENSON
2725 2 ND CAVALIER
2726 2 ND EMMONS
2727 2 ND GRIGGS
2728 2 ND LOGAN
2729 2 ND OLIVER
2730 2 ND SLOPE
2731 2 NE ANTELOPE
2732 2 NE ARTHUR
2733 2 NE BLAINE
2734 2 NE BOONE
2735 2 NE CHASE
2736 2 NH BELKNAP
2737 2 NM RIO ARRIBA
2738 2 OK ADAIR
2739 2 OK DEWEY
2740 2 OK KIOWA
2741 2 OR GILLIAM
2742 2 OR GRANT
2743 2 OR SHERMAN
2744 2 SC CALHOUN
2745 2 SD BENNETT
2746 2 SD DEWEY
2747 2 SD MCCOOK
2748 2 SD MOODY
2749 2 SD SHANNON
2750 2 TN HANCOCK
2751 2 TN JACKSON
2752 2 TN LAKE
2753 2 TN PERRY
2754 2 TN PICKETT
2755 2 TN STEWART
2756 2 TN TROUSDALE
2757 2 TX CROSBY
2758 2 TX DELTA
2759 2 TX DICKENS
2760 2 TX FISHER
2761 2 TX FLOYD
2762 2 TX GARZA
2763 2 TX GILLESPIE
2764 2 TX HAMILTON
2765 2 TX JEFF DAVIS
2766 2 TX LYNN
2767 2 TX MARTIN
2768 2 TX MASON
2769 2 TX PECOS
2770 2 TX REAL
2771 2 TX REFUGIO
2772 2 TX STARR
2773 2 TX UPTON
2774 2 TX YOUNG
2775 2 TX ZAPATA
2776 2 UT DAGGETT
2777 2 VA CLARKE
2778 2 VA GREENSVILLE
2779 2 VA MIDDLESEX
2780 2 WA COLUMBIA
2781 2 WA DOUGLAS
2782 2 WA SAN JUAN
2783 2 WI DOOR
2784 2 WV TUCKER
2785 2 WV TYLER
2786 1 AK SITKA
2787 1 AL BARBOUR
2788 1 AL HENRY
2789 1 AP APO
2790 1 AR NEWTON
2791 1 CA MONO
2792 1 CO BENT
2793 1 CO CHEYENNE
2794 1 CO COSTILLA
2795 1 CO DOLORES
2796 1 CO GUNNISON
2797 1 CO LA PLATA
2798 1 CO PITKIN
2799 1 FL CALHOUN
2800 1 FL GILCHRIST
2801 1 FL HENDRY
2802 1 FL LIBERTY
2803 1 FL MADISON
2804 1 GA BANKS
2805 1 GA ELBERT
2806 1 GA GLASCOCK
2807 1 GA TREUTLEN
2808 1 HI HAWAII
2809 1 HI KAUAI
2810 1 IA AUDUBON
2811 1 IA HOWARD
2812 1 IA IDA
2813 1 IA O'BRIEN
2814 1 IA OSCEOLA
2815 1 IA SIOUX
2816 1 IA WINNESHIEK
2817 1 ID CLEARWATER
2818 1 ID CUSTER
2819 1 ID FREMONT
2820 1 ID VALLEY
2821 1 IL HARDIN
2822 1 IL POPE
2823 1 KS CHAUTAUQUA
2824 1 KS COMANCHE
2825 1 KS GRAY
2826 1 KS HAMILTON
2827 1 KS JEWELL
2828 1 KS KIOWA
2829 1 KS OSBORNE
2830 1 KS PAWNEE
2831 1 KS RUSSELL
2832 1 KS STANTON
2833 1 KY ADAIR
2834 1 KY BUTLER
2835 1 KY CRITTENDEN
2836 1 KY CUMBERLAND
2837 1 KY ELLIOTT
2838 1 KY MAGOFFIN
2839 1 KY MENIFEE
2840 1 KY METCALFE
2841 1 KY MORGAN
2842 1 KY SIMPSON
2843 1 LA CAMERON
2844 1 LA CATAHOULA
2845 1 LA EAST CARROLL
2846 1 LA TENSAS
2847 1 MD SOMERSET
2848 1 MI ALCONA
2849 1 MI CRAWFORD
2850 1 MI EMMET
2851 1 MI LAKE
2852 1 MI OCEANA
2853 1 MI OSCODA
2854 1 MI OTSEGO
2855 1 MI PRESQUE ISLE
2856 1 MN DODGE
2857 1 MO DOUGLAS
2858 1 MO MARIES
2859 1 MO MISSISSIPPI
2860 1 MO PUTNAM
2861 1 MO SCOTLAND
2862 1 MS COAHOMA
2863 1 MS ISSAQUENA
2864 1 MS LEFLORE
2865 1 MS PRENTISS
2866 1 MS SHARKEY
2867 1 MT MADISON
2868 1 MT MCCONE
2869 1 MT MEAGHER
2870 1 MT WHEATLAND
2871 1 NC ALLEGHANY
2872 1 NC CLAY
2873 1 NC PAMLICO
2874 1 NC WATAUGA
2875 1 NC WILKES
2876 1 ND BOWMAN
2877 1 ND DUNN
2878 1 ND HETTINGER
2879 1 ND MCKENZIE
2880 1 ND SIOUX
2881 1 NE BROWN
2882 1 NE CHERRY
2883 1 NE LOUP
2884 1 NE NANCE
2885 1 NE ROCK
2886 1 NE SIOUX
2887 1 NE THURSTON
2888 1 NV STOREY
2889 1 OK BEAVER
2890 1 OK HARPER
2891 1 OK OSAGE
2892 1 SC ALLENDALE
2893 1 SD AURORA
2894 1 SD BON HOMME
2895 1 SD CAMPBELL
2896 1 SD CHARLES MIX
2897 1 SD DOUGLAS
2898 1 SD HANSON
2899 1 SD HYDE
2900 1 SD JERAULD
2901 1 SD MARSHALL
2902 1 SD MINER
2903 1 SD PERKINS
2904 1 SD POTTER
2905 1 SD SULLY
2906 1 TN DECATUR
2907 1 TN JOHNSON
2908 1 TN OVERTON
2909 1 TX BAYLOR
2910 1 TX CONCHO
2911 1 TX CROCKETT
2912 1 TX DIMMIT
2913 1 TX DONLEY
2914 1 TX DUVAL
2915 1 TX EDWARDS
2916 1 TX FOARD
2917 1 TX HANSFORD
2918 1 TX KNOX
2919 1 TX RED RIVER
2920 1 TX SHERMAN
2921 1 TX STEPHENS
2922 1 TX STONEWALL
2923 1 TX WILLACY
2924 1 UT GRAND
2925 1 UT SEVIER
2926 1 VA LANCASTER
2927 1 VA RICHMOND
2928 1 WA FERRY
2929 1 WA GARFIELD
2930 1 WV GILMER##Arrange dataset based on the total number of employees per state
Code
railroad%>%
arrange(desc(total_employees))%>%
select(total_employees,state, county) %>%
group_by(state) %>%
slice(1)%>%
arrange(desc(total_employees))# A tibble: 53 × 3
# Groups: state [53]
total_employees state county
<int> <chr> <chr>
1 8207 IL COOK
2 4235 TX TARRANT
3 3797 NE DOUGLAS
4 3685 NY SUFFOLK
5 3249 VA INDEPENDENT CITY
6 3073 FL DUVAL
7 2888 CA SAN BERNARDINO
8 2055 MO JACKSON
9 1999 IN LAKE
10 1649 PA PHILADELPHIA
# … with 43 more rows##Find the mean of total_employees per state with label
Code
summarise(railroad, mean(total_employees)) mean(total_employees)
1 87.17816##Find basic statistical information on the dataset
Code
summarise(railroad, mean.employees = mean(total_employees), min.employees = min(total_employees), max.employees = max(total_employees), sd.employees = sd(total_employees)) mean.employees min.employees max.employees sd.employees
1 87.17816 1 8207 283.6359##Find the mean of total_employees per state
Code
railroad %>%
group_by(state) %>%
select(state, total_employees) %>%
summarise_all(mean, na.rm=TRUE)%>%
arrange(desc(total_employees))# A tibble: 53 × 2
state total_employees
<chr> <dbl>
1 DE 498.
2 NJ 397.
3 CT 324
4 MA 282.
5 NY 280.
6 DC 279
7 CA 239.
8 AZ 210.
9 PA 196.
10 MD 196.
# … with 43 more rows##Find the mean of total_employees per county Finding the mean and arranging the dataset by the total number of employees indicated that Delaware has the highest number of employees per station compared to the rest of the states. However, Texas has the most employees per state.
Code
railroad%>%
group_by(state)%>%
select(total_employees)%>%
summarise_all(sum, na.rm = TRUE)%>%
arrange(desc(total_employees))# A tibble: 53 × 2
state total_employees
<chr> <int>
1 TX 19839
2 IL 19131
3 NY 17050
4 NE 13176
5 CA 13137
6 PA 12769
7 OH 9056
8 GA 8605
9 IN 8537
10 MO 8419
# … with 43 more rowsConclusion - This dataset was likely created by the Railroad system in the United States to document the total number of railroad employees and keep record of its employment. The dataset contains 2930 observations and 3 variables. The county with most employees is in the state of Illinois, however, the state with most employees is in Texas.