Frequencies for first 10,000 rows of county variable in snp2019 dataset : County | Freq. Percent Cum. ----------------------+----------------------------------- Abbeville | 7 0.07 0.07 Acadia | 6 0.06 0.13 Ada | 2 0.02 0.15 Adair | 6 0.06 0.21 Adams | 19 0.19 0.40 Adjuntas | 23 0.23 0.63 Aguada | 23 0.23 0.86 Aguadilla | 23 0.23 1.09 Aguas Buenas | 23 0.23 1.32 Aibonito | 23 0.23 1.55 Aiken | 5 0.05 1.60 Aitkin | 3 0.03 1.63 Alachua | 9 0.09 1.72 Alamance | 9 0.09 1.81 Alameda | 1 0.01 1.82 Albany | 12 0.12 1.94 Alexander | 3 0.03 1.97 Allegan | 1 0.01 1.98 Allegany | 5 0.05 2.03 Alleghany | 2 0.02 2.05 Allegheny | 9 0.09 2.14 Allen | 16 0.16 2.30 Allendale | 5 0.05 2.35 Amador | 1 0.01 2.36 Anasco | 23 0.23 2.59 Anderson | 21 0.21 2.80 Andrew | 4 0.04 2.84 Androscoggin | 5 0.05 2.89 Anne Arundel | 8 0.08 2.97 Anoka | 6 0.06 3.03 Anson | 2 0.02 3.05 Apache | 4 0.04 3.09 Appanoose | 1 0.01 3.10 Appling | 4 0.04 3.14 Arapahoe | 5 0.05 3.19 Arecibo | 23 0.23 3.42 Arkansas | 7 0.07 3.49 Armstrong | 8 0.08 3.57 Aroostook | 2 0.02 3.59 Arroyo | 23 0.23 3.82 Ascension | 5 0.05 3.87 Ashe | 2 0.02 3.89 Ashland | 3 0.03 3.92 Ashley | 7 0.07 3.99 Ashtabula | 4 0.04 4.03 Assumption | 4 0.04 4.07 Atchison | 4 0.04 4.11 Athens | 1 0.01 4.12 Atkinson | 3 0.03 4.15 Atlantic | 5 0.05 4.20 Attala | 3 0.03 4.23 Audrain | 6 0.06 4.29 Auglaize | 3 0.03 4.32 Autauga | 6 0.06 4.38 Avery | 2 0.02 4.40 Avoyelles | 2 0.02 4.42 Bacon | 3 0.03 4.45 Baker | 13 0.13 4.58 Baldwin | 16 0.16 4.74 Ballard | 1 0.01 4.75 Baltimore | 10 0.10 4.85 Baltimore City | 8 0.08 4.93 Bamberg | 6 0.06 4.99 Banks | 7 0.07 5.06 Bannock | 2 0.02 5.08 Barbour | 3 0.03 5.11 Barceloneta | 23 0.23 5.34 Barnstable | 3 0.03 5.37 Barnwell | 6 0.06 5.43 Barranquitas | 23 0.23 5.66 Barren | 1 0.01 5.67 Barrow | 14 0.14 5.81 Barry | 9 0.09 5.90 Bartholomew | 2 0.02 5.92 Barton | 5 0.05 5.97 Bartow | 10 0.10 6.07 Bates | 5 0.05 6.12 Bath | 1 0.01 6.13 Baxter | 7 0.07 6.20 Bay | 9 0.09 6.29 Bayamon | 23 0.23 6.52 Beaufort | 12 0.12 6.64 Beauregard | 2 0.02 6.66 Beaver | 9 0.09 6.75 Becker | 3 0.03 6.78 Bedford | 15 0.15 6.93 Belknap | 1 0.01 6.94 Bell | 1 0.01 6.95 Belmont | 2 0.02 6.97 Beltrami | 2 0.02 6.99 Ben Hill | 5 0.05 7.04 Benton | 27 0.27 7.31 Bergen | 7 0.07 7.38 Berkeley | 7 0.07 7.45 Berks | 11 0.11 7.56 Berkshire | 1 0.01 7.57 Bernalillo | 5 0.05 7.62 Berrien | 5 0.05 7.67 Bertie | 7 0.07 7.74 Bibb | 17 0.17 7.91 Bienville | 3 0.03 7.94 Big Stone | 2 0.02 7.96 Bingham | 2 0.02 7.98 Black Hawk | 1 0.01 7.99 Blackford | 1 0.01 8.00 Bladen | 4 0.04 8.04 Blair | 9 0.09 8.13 Bleckley | 8 0.08 8.21 Bledsoe | 8 0.08 8.29 Blount | 14 0.14 8.43 Blue Earth | 2 0.02 8.45 Boise | 1 0.01 8.46 Bolivar | 2 0.02 8.48 Bollinger | 5 0.05 8.53 Bon Homme | 1 0.01 8.54 Bonner | 2 0.02 8.56 Bonneville | 2 0.02 8.58 Boone | 25 0.25 8.83 Bossier | 4 0.04 8.87 Boulder | 5 0.05 8.92 Boundary | 1 0.01 8.93 Bourbon | 5 0.05 8.98 Boyd | 1 0.01 8.99 Boyle | 1 0.01 9.00 Bracken | 1 0.01 9.01 Bradford | 7 0.07 9.08 Bradley | 15 0.15 9.23 Branch | 1 0.01 9.24 Brantley | 3 0.03 9.27 Breathitt | 1 0.01 9.28 Breckinridge | 2 0.02 9.30 Bremer | 1 0.01 9.31 Brevard | 16 0.16 9.47 Bristol | 13 0.13 9.60 Bronx | 37 0.37 9.97 Brooks | 4 0.04 10.01 Broome | 11 0.11 10.12 Broomfield | 5 0.05 10.17 Broward | 32 0.32 10.49 Brown | 8 0.08 10.57 Brunswick | 5 0.05 10.62 Bryan | 11 0.11 10.73 Buchanan | 5 0.05 10.78 Bucks | 20 0.20 10.98 Buffalo | 3 0.03 11.01 Bullitt | 6 0.06 11.07 Bulloch | 3 0.03 11.10 Bullock | 4 0.04 11.14 Buncombe | 7 0.07 11.21 Burke | 9 0.09 11.30 Burleigh | 1 0.01 11.31 Burlington | 5 0.05 11.36 Burt | 1 0.01 11.37 Butler | 31 0.31 11.68 Butts | 14 0.14 11.82 Cabarrus | 7 0.07 11.89 Cabo Rojo | 23 0.23 12.12 Caddo | 4 0.04 12.16 Caguas | 23 0.23 12.39 Calcasieu | 3 0.03 12.42 Caldwell | 10 0.10 12.52 Calhoun | 25 0.25 12.77 Callaway | 7 0.07 12.84 Calloway | 3 0.03 12.87 Cambria | 8 0.08 12.95 Camden | 18 0.18 13.13 Cameron | 6 0.06 13.19 Campbell | 13 0.13 13.32 Camuy | 23 0.23 13.55 Canadian | 2 0.02 13.57 Candler | 4 0.04 13.61 Cannon | 7 0.07 13.68 Canovanas | 23 0.23 13.91 Canyon | 2 0.02 13.93 Cape Girardeau | 3 0.03 13.96 Cape May | 1 0.01 13.97 Carbon | 4 0.04 14.01 Carlisle | 1 0.01 14.02 Carlton | 3 0.03 14.05 Carolina | 23 0.23 14.28 Caroline | 1 0.01 14.29 Carroll | 42 0.42 14.71 Carter | 14 0.14 14.85 Carteret | 2 0.02 14.87 Carver | 7 0.07 14.94 Cascade | 1 0.01 14.95 Casey | 2 0.02 14.97 Cass | 13 0.13 15.10 Cassia | 1 0.01 15.11 Caswell | 5 0.05 15.16 Catahoula | 3 0.03 15.19 Catano | 23 0.23 15.42 Catawba | 5 0.05 15.47 Catoosa | 5 0.05 15.52 Cattaraugus | 6 0.06 15.58 Cayey | 23 0.23 15.81 Cayuga | 5 0.05 15.86 Cecil | 1 0.01 15.87 Cedar | 6 0.06 15.93 Ceiba | 23 0.23 16.16 Centre | 1 0.01 16.17 Chambers | 3 0.03 16.20 Champaign | 3 0.03 16.23 Chariton | 3 0.03 16.26 Charles | 4 0.04 16.30 Charles Mix | 1 0.01 16.31 Charleston | 6 0.06 16.37 Charlotte | 16 0.16 16.53 Charlton | 3 0.03 16.56 Chatham | 23 0.23 16.79 Chattahoochee | 8 0.08 16.87 Chattooga | 6 0.06 16.93 Chautauqua | 5 0.05 16.98 Chaves | 2 0.02 17.00 Cheatham | 7 0.07 17.07 Chemung | 6 0.06 17.13 Chenango | 4 0.04 17.17 Cherokee | 27 0.27 17.44 Chester | 35 0.35 17.79 Chesterfield | 5 0.05 17.84 Chickasaw | 1 0.01 17.85 Chicot | 7 0.07 17.92 Chilton | 5 0.05 17.97 Chippewa | 2 0.02 17.99 Chisago | 4 0.04 18.03 Choctaw | 3 0.03 18.06 Chowan | 4 0.04 18.10 Christian | 9 0.09 18.19 Ciales | 23 0.23 18.42 Cibola | 2 0.02 18.44 Cidra | 23 0.23 18.67 Citrus | 19 0.19 18.86 Clackamas | 7 0.07 18.93 Claiborne | 12 0.12 19.05 Clarendon | 5 0.05 19.10 Clarion | 6 0.06 19.16 Clark | 34 0.34 19.50 Clarke | 15 0.15 19.65 Clay | 45 0.45 20.10 Clayton | 18 0.18 20.28 Clear Creek | 1 0.01 20.29 Clearfield | 3 0.03 20.32 Clearwater | 2 0.02 20.34 Cleburne | 9 0.09 20.43 Clermont | 9 0.09 20.52 Cleveland | 14 0.14 20.66 Clinch | 6 0.06 20.72 Clinton | 16 0.16 20.88 Coahoma | 2 0.02 20.90 Coamo | 23 0.23 21.13 Cobb | 13 0.13 21.26 Cochise | 4 0.04 21.30 Cocke | 7 0.07 21.37 Coconino | 4 0.04 21.41 Coffee | 15 0.15 21.56 Colbert | 7 0.07 21.63 Cole | 6 0.06 21.69 Colfax | 1 0.01 21.70 Colleton | 10 0.10 21.80 Collier | 12 0.12 21.92 Colquitt | 4 0.04 21.96 Columbia | 29 0.29 22.25 Columbiana | 6 0.06 22.31 Columbus | 5 0.05 22.36 Comerio | 23 0.23 22.59 Concordia | 2 0.02 22.61 Conecuh | 2 0.02 22.63 Contra Costa | 1 0.01 22.64 Conway | 7 0.07 22.71 Cook | 13 0.13 22.84 Cooper | 6 0.06 22.90 Coosa | 3 0.03 22.93 Copiah | 4 0.04 22.97 Corozal | 23 0.23 23.20 Cortland | 4 0.04 23.24 Coshocton | 5 0.05 23.29 Cotton | 1 0.01 23.30 Cottonwood | 2 0.02 23.32 Covington | 6 0.06 23.38 Coweta | 10 0.10 23.48 Cowley | 2 0.02 23.50 Craig | 1 0.01 23.51 Craighead | 8 0.08 23.59 Craven | 1 0.01 23.60 Crawford | 35 0.35 23.95 Creek | 2 0.02 23.97 Crenshaw | 3 0.03 24.00 Crisp | 4 0.04 24.04 Crittenden | 8 0.08 24.12 Crockett | 7 0.07 24.19 Cross | 7 0.07 24.26 Crow Wing | 3 0.03 24.29 Culebra | 23 0.23 24.52 Cullman | 7 0.07 24.59 Cumberland | 39 0.39 24.98 Currituck | 2 0.02 25.00 Curry | 1 0.01 25.01 Custer | 2 0.02 25.03 Cuyahoga | 11 0.11 25.14 Dade | 9 0.09 25.23 Dakota | 9 0.09 25.32 Dale | 4 0.04 25.36 Dallas | 19 0.19 25.55 Dare | 1 0.01 25.56 Darke | 2 0.02 25.58 Darlington | 3 0.03 25.61 Dauphin | 11 0.11 25.72 Davidson | 18 0.18 25.90 Davie | 8 0.08 25.98 Daviess | 8 0.08 26.06 Davis | 1 0.01 26.07 Dawson | 8 0.08 26.15 De Kalb | 4 0.04 26.19 De Soto | 3 0.03 26.22 DeKalb | 38 0.38 26.60 DeSoto | 9 0.09 26.69 Dearborn | 1 0.01 26.70 Decatur | 13 0.13 26.83 Defiance | 3 0.03 26.86 Delaware | 35 0.35 27.21 Dent | 4 0.04 27.25 Denver | 6 0.06 27.31 Des Moines | 1 0.01 27.32 Desha | 7 0.07 27.39 Deuel | 1 0.01 27.40 Dickey | 1 0.01 27.41 Dickson | 9 0.09 27.50 Dillon | 5 0.05 27.55 Dixie | 2 0.02 27.57 Dodge | 12 0.12 27.69 Dona Ana | 2 0.02 27.71 Dooly | 6 0.06 27.77 Dorado | 23 0.23 28.00 Dorchester | 5 0.05 28.05 Dougherty | 5 0.05 28.10 Douglas | 33 0.33 28.43 Drew | 5 0.05 28.48 DuPage | 7 0.07 28.55 Dubois | 1 0.01 28.56 Dunklin | 3 0.03 28.59 Duplin | 4 0.04 28.63 Durham | 10 0.10 28.73 Dutchess | 9 0.09 28.82 Duval | 16 0.16 28.98 Dyer | 7 0.07 29.05 Early | 3 0.03 29.08 East Baton Rouge | 6 0.06 29.14 East Carroll | 3 0.03 29.17 East Feliciana | 6 0.06 29.23 Echols | 3 0.03 29.26 Edgecombe | 2 0.02 29.28 Edgefield | 6 0.06 29.34 Edmonson | 3 0.03 29.37 Edwards | 1 0.01 29.38 Effingham | 6 0.06 29.44 El Dorado | 1 0.01 29.45 El Paso | 4 0.04 29.49 Elbert | 7 0.07 29.56 Elk | 2 0.02 29.58 Elkhart | 5 0.05 29.63 Elliott | 1 0.01 29.64 Elmore | 7 0.07 29.71 Emanuel | 4 0.04 29.75 Erie | 26 0.26 30.01 Escambia | 14 0.14 30.15 Essex | 19 0.19 30.34 Etowah | 5 0.05 30.39 Evangeline | 3 0.03 30.42 Evans | 3 0.03 30.45 Fairfield | 24 0.24 30.69 Fajardo | 23 0.23 30.92 Fannin | 4 0.04 30.96 Faribault | 3 0.03 30.99 Faulkner | 5 0.05 31.04 Fayette | 48 0.48 31.52 Fentress | 7 0.07 31.59 Fillmore | 5 0.05 31.64 Flagler | 6 0.06 31.70 Flathead | 1 0.01 31.71 Fleming | 1 0.01 31.72 Florence | 5 0.05 31.77 Florida | 23 0.23 32.00 Floyd | 11 0.11 32.11 Forest | 6 0.06 32.17 Forrest | 4 0.04 32.21 Forsyth | 26 0.26 32.47 Fountain | 1 0.01 32.48 Franklin | 61 0.61 33.09 Frederick | 4 0.04 33.13 Freeborn | 3 0.03 33.16 Fremont | 3 0.03 33.19 Fresno | 16 0.16 33.35 Fulton | 35 0.35 33.70 Furnas | 2 0.02 33.72 Gadsden | 5 0.05 33.77 Gage | 3 0.03 33.80 Gallatin | 3 0.03 33.83 Gallia | 3 0.03 33.86 Garland | 7 0.07 33.93 Garrard | 1 0.01 33.94 Garrett | 1 0.01 33.95 Garvin | 1 0.01 33.96 Gasconade | 6 0.06 34.02 Gaston | 6 0.06 34.08 Gates | 2 0.02 34.10 Geary | 1 0.01 34.11 Geauga | 7 0.07 34.18 Gem | 1 0.01 34.19 Genesee | 8 0.08 34.27 Geneva | 4 0.04 34.31 Gentry | 4 0.04 34.35 George | 3 0.03 34.38 Georgetown | 6 0.06 34.44 Gibson | 10 0.10 34.54 Gila | 8 0.08 34.62 Gilchrist | 2 0.02 34.64 Giles | 10 0.10 34.74 Gilmer | 3 0.03 34.77 Gilpin | 1 0.01 34.78 Glades | 7 0.07 34.85 Glascock | 4 0.04 34.89 Gloucester | 3 0.03 34.92 Glynn | 5 0.05 34.97 Goodhue | 2 0.02 34.99 Gordon | 6 0.06 35.05 Grady | 6 0.06 35.11 Grafton | 1 0.01 35.12 Graham | 6 0.06 35.18 Grainger | 7 0.07 35.25 Grand Forks | 1 0.01 35.26 Grant | 23 0.23 35.49 Granville | 2 0.02 35.51 Gratiot | 1 0.01 35.52 Graves | 3 0.03 35.55 Grayson | 2 0.02 35.57 Green | 1 0.01 35.58 Greene | 60 0.60 36.18 Greenlee | 4 0.04 36.22 Greenup | 1 0.01 36.23 Greenville | 13 0.13 36.36 Greenwood | 7 0.07 36.43 Grenada | 2 0.02 36.45 Grundy | 13 0.13 36.58 Guanica | 23 0.23 36.81 Guayama | 23 0.23 37.04 Guayanilla | 23 0.23 37.27 Guaynabo | 23 0.23 37.50 Guernsey | 6 0.06 37.56 Guilford | 7 0.07 37.63 Gulf | 5 0.05 37.68 Gurabo | 23 0.23 37.91 Guthrie | 1 0.01 37.92 Gwinnett | 14 0.14 38.06 Habersham | 5 0.05 38.11 Hale | 2 0.02 38.13 Halifax | 7 0.07 38.20 Hall | 11 0.11 38.31 Hamblen | 7 0.07 38.38 Hamilton | 31 0.31 38.69 Hampden | 9 0.09 38.78 Hampshire | 3 0.03 38.81 Hampton | 9 0.09 38.90 Hancock | 32 0.32 39.22 Hand | 1 0.01 39.23 Haralson | 5 0.05 39.28 Hardee | 8 0.08 39.36 Hardeman | 7 0.07 39.43 Hardin | 18 0.18 39.61 Harford | 6 0.06 39.67 Harlan | 3 0.03 39.70 Harnett | 3 0.03 39.73 Harris | 9 0.09 39.82 Harrison | 15 0.15 39.97 Hart | 10 0.10 40.07 Hartford | 8 0.08 40.15 Harvey | 2 0.02 40.17 Hatillo | 23 0.23 40.40 Hawaii | 4 0.04 40.44 Hawkins | 7 0.07 40.51 Haywood | 12 0.12 40.63 Heard | 8 0.08 40.71 Hempstead | 5 0.05 40.76 Henderson | 17 0.17 40.93 Hendricks | 6 0.06 40.99 Hendry | 5 0.05 41.04 Hennepin | 6 0.06 41.10 Henry | 42 0.42 41.52 Herkimer | 4 0.04 41.56 Hernando | 28 0.28 41.84 Hertford | 4 0.04 41.88 Hettinger | 1 0.01 41.89 Hickman | 7 0.07 41.96 Hickory | 5 0.05 42.01 Hidalgo | 1 0.01 42.02 Highland | 3 0.03 42.05 Highlands | 7 0.07 42.12 Hillsborough | 35 0.35 42.47 Hillsdale | 1 0.01 42.48 Hinds | 6 0.06 42.54 Hocking | 5 0.05 42.59 Hoke | 1 0.01 42.60 Holmes | 13 0.13 42.73 Holt | 5 0.05 42.78 Honolulu | 6 0.06 42.84 Hormigueros | 23 0.23 43.07 Horry | 4 0.04 43.11 Hot Spring | 7 0.07 43.18 Houston | 25 0.25 43.43 Howard | 21 0.21 43.64 Howell | 5 0.05 43.69 Hubbard | 2 0.02 43.71 Hudson | 7 0.07 43.78 Humacao | 23 0.23 44.01 Humphreys | 8 0.08 44.09 Hunterdon | 2 0.02 44.11 Huntingdon | 7 0.07 44.18 Huntington | 5 0.05 44.23 Huron | 3 0.03 44.26 Hyde | 5 0.05 44.31 Iberia | 4 0.04 44.35 Iberville | 6 0.06 44.41 Imperial | 9 0.09 44.50 Independence | 7 0.07 44.57 Indian River | 18 0.18 44.75 Indiana | 5 0.05 44.80 Iowa | 1 0.01 44.81 Iredell | 6 0.06 44.87 Iron | 5 0.05 44.92 Irwin | 4 0.04 44.96 Isabela | 23 0.23 45.19 Isanti | 3 0.03 45.22 Issaquena | 2 0.02 45.24 Itasca | 1 0.01 45.25 Izard | 7 0.07 45.32 Jackson | 57 0.57 45.89 Jasper | 28 0.28 46.17 Jay | 2 0.02 46.19 Jayuya | 23 0.23 46.42 Jeff Davis | 3 0.03 46.45 Jefferson | 74 0.74 47.19 Jefferson Davis | 6 0.06 47.25 Jenkins | 4 0.04 47.29 Jennings | 1 0.01 47.30 Jessamine | 5 0.05 47.35 Johnson | 29 0.29 47.64 Johnston | 8 0.08 47.72 Jones | 19 0.19 47.91 Juana Diaz | 23 0.23 48.14 Juncos | 23 0.23 48.37 Juniata | 4 0.04 48.41 Kalamazoo | 2 0.02 48.43 Kalawao | 3 0.03 48.46 Kanabec | 2 0.02 48.48 Kandiyohi | 2 0.02 48.50 Kane | 5 0.05 48.55 Kauai | 4 0.04 48.59 Kemper | 2 0.02 48.61 Kennebec | 3 0.03 48.64 Kent | 15 0.15 48.79 Kenton | 6 0.06 48.85 Keokuk | 1 0.01 48.86 Kern | 16 0.16 49.02 Kershaw | 5 0.05 49.07 Kingfisher | 2 0.02 49.09 Kingman | 1 0.01 49.10 Kings | 53 0.53 49.63 Kittson | 3 0.03 49.66 Klamath | 2 0.02 49.68 Knott | 1 0.01 49.69 Knox | 11 0.11 49.80 Koochiching | 3 0.03 49.83 Kootenai | 2 0.02 49.85 Kosciusko | 5 0.05 49.90 La Paz | 4 0.04 49.94 La Porte | 5 0.05 49.99 LaSalle | 2 0.02 50.01 Labette | 1 0.01 50.02 Lac qui Parle | 3 0.03 50.05 Lackawanna | 6 0.06 50.11 Laclede | 6 0.06 50.17 Lafayette | 22 0.22 50.39 Lafourche | 4 0.04 50.43 Lagrange | 2 0.02 50.45 Lajas | 23 0.23 50.68 Lake | 48 0.48 51.16 Lake of the Woods | 3 0.03 51.19 Lamar | 14 0.14 51.33 Lancaster | 24 0.24 51.57 Lane | 5 0.05 51.62 Lanier | 3 0.03 51.65 Lapeer | 1 0.01 51.66 Lares | 23 0.23 51.89 Larimer | 4 0.04 51.93 Larue | 3 0.03 51.96 Las Marias | 23 0.23 52.19 Las Piedras | 23 0.23 52.42 Lauderdale | 9 0.09 52.51 Laurel | 1 0.01 52.52 Laurens | 12 0.12 52.64 Lawrence | 37 0.37 53.01 Le Sueur | 3 0.03 53.04 Leake | 2 0.02 53.06 Leavenworth | 3 0.03 53.09 Lebanon | 9 0.09 53.18 Lee | 46 0.46 53.64 Lehigh | 12 0.12 53.76 Lenoir | 2 0.02 53.78 Leon | 5 0.05 53.83 Leslie | 1 0.01 53.84 Levy | 5 0.05 53.89 Lewis | 7 0.07 53.96 Lewis and Clark | 1 0.01 53.97 Lexington | 3 0.03 54.00 Liberty | 12 0.12 54.12 Licking | 6 0.06 54.18 Limestone | 4 0.04 54.22 Lincoln | 34 0.34 54.56 Linn | 9 0.09 54.65 Litchfield | 5 0.05 54.70 Little River | 5 0.05 54.75 Livingston | 13 0.13 54.88 Logan | 11 0.11 54.99 Loiza | 23 0.23 55.22 Long | 3 0.03 55.25 Lonoke | 7 0.07 55.32 Lorain | 9 0.09 55.41 Los Angeles | 31 0.31 55.72 Louisa | 1 0.01 55.73 Love | 1 0.01 55.74 Lowndes | 8 0.08 55.82 Lucas | 10 0.10 55.92 Lumpkin | 8 0.08 56.00 Luna | 2 0.02 56.02 Luquillo | 23 0.23 56.25 Luzerne | 6 0.06 56.31 Lycoming | 2 0.02 56.33 Lyon | 3 0.03 56.36 Macomb | 4 0.04 56.40 Macon | 17 0.17 56.57 Madera | 5 0.05 56.62 Madison | 64 0.64 57.26 Magoffin | 1 0.01 57.27 Mahaska | 1 0.01 57.28 Mahnomen | 3 0.03 57.31 Mahoning | 8 0.08 57.39 Manatee | 22 0.22 57.61 Manati | 23 0.23 57.84 Marengo | 3 0.03 57.87 Maricao | 23 0.23 58.10 Maricopa | 14 0.14 58.24 Maries | 4 0.04 58.28 Marin | 1 0.01 58.29 Marion | 66 0.66 58.95 Mariposa | 1 0.01 58.96 Marlboro | 5 0.05 59.01 Marshall | 18 0.18 59.19 Martin | 24 0.24 59.43 Maui | 5 0.05 59.48 Maunabo | 23 0.23 59.71 Mayaguez | 23 0.23 59.94 Mayes | 1 0.01 59.95 McClain | 2 0.02 59.97 McCook | 1 0.01 59.98 McCormick | 6 0.06 60.04 McCracken | 3 0.03 60.07 McCreary | 1 0.01 60.08 McDonald | 7 0.07 60.15 McDowell | 3 0.03 60.18 McDuffie | 10 0.10 60.28 McHenry | 6 0.06 60.34 McIntosh | 8 0.08 60.42 McKean | 2 0.02 60.44 McKinley | 1 0.01 60.45 McLean | 1 0.01 60.46 McLeod | 2 0.02 60.48 Meade | 2 0.02 60.50 Mecklenburg | 8 0.08 60.58 Mecosta | 1 0.01 60.59 Medina | 7 0.07 60.66 Meeker | 2 0.02 60.68 Meigs | 4 0.04 60.72 Menifee | 1 0.01 60.73 Merced | 1 0.01 60.74 Mercer | 23 0.23 60.97 Meriwether | 12 0.12 61.09 Miami | 8 0.08 61.17 Miami-Dade | 39 0.39 61.56 Middlesex | 19 0.19 61.75 Mifflin | 2 0.02 61.77 Mille Lacs | 3 0.03 61.80 Miller | 13 0.13 61.93 Mills | 1 0.01 61.94 Miner | 1 0.01 61.95 Minidoka | 1 0.01 61.96 Minnehaha | 1 0.01 61.97 Mississippi | 12 0.12 62.09 Missoula | 1 0.01 62.10 Mitchell | 6 0.06 62.16 Mobile | 7 0.07 62.23 Moca | 23 0.23 62.46 Mohave | 4 0.04 62.50 Moniteau | 6 0.06 62.56 Monmouth | 8 0.08 62.64 Monroe | 44 0.44 63.08 Montcalm | 2 0.02 63.10 Monterey | 1 0.01 63.11 Montgomery | 65 0.65 63.76 Montour | 1 0.01 63.77 Moore | 3 0.03 63.80 Morehouse | 3 0.03 63.83 Morgan | 26 0.26 64.09 Morovis | 23 0.23 64.32 Morris | 9 0.09 64.41 Morrison | 5 0.05 64.46 Morrow | 3 0.03 64.49 Morton | 1 0.01 64.50 Mower | 3 0.03 64.53 Muhlenberg | 1 0.01 64.54 Multnomah | 7 0.07 64.61 Murray | 6 0.06 64.67 Muscatine | 1 0.01 64.68 Muscogee | 11 0.11 64.79 Muskegon | 2 0.02 64.81 Muskingum | 3 0.03 64.84 Muskogee | 1 0.01 64.85 Naguabo | 23 0.23 65.08 Napa | 3 0.03 65.11 Naranjito | 23 0.23 65.34 Nash | 2 0.02 65.36 Nassau | 38 0.38 65.74 Natchitoches | 2 0.02 65.76 Navajo | 4 0.04 65.80 Nelson | 7 0.07 65.87 Nemaha | 3 0.03 65.90 Neosho | 1 0.01 65.91 Neshoba | 2 0.02 65.93 Nevada | 7 0.07 66.00 New Castle | 7 0.07 66.07 New Hanover | 5 0.05 66.12 New Haven | 6 0.06 66.18 New London | 4 0.04 66.22 New Madrid | 3 0.03 66.25 New York | 38 0.38 66.63 Newaygo | 1 0.01 66.64 Newberry | 6 0.06 66.70 Newport | 4 0.04 66.74 Newton | 32 0.32 67.06 Nez Perce | 2 0.02 67.08 Niagara | 13 0.13 67.21 Nicollet | 3 0.03 67.24 Noble | 8 0.08 67.32 Nobles | 2 0.02 67.34 Nodaway | 3 0.03 67.37 Norfolk | 8 0.08 67.45 Norman | 3 0.03 67.48 Northampton | 16 0.16 67.64 Northumberland | 1 0.01 67.65 Nuckolls | 2 0.02 67.67 Nye | 3 0.03 67.70 Oakland | 6 0.06 67.76 Ocean | 6 0.06 67.82 Oconee | 13 0.13 67.95 Oglethorpe | 8 0.08 68.03 Ohio | 2 0.02 68.05 Okaloosa | 6 0.06 68.11 Okeechobee | 8 0.08 68.19 Oklahoma | 2 0.02 68.21 Okmulgee | 1 0.01 68.22 Oldham | 6 0.06 68.28 Olmsted | 4 0.04 68.32 Oneida | 8 0.08 68.40 Onondaga | 10 0.10 68.50 Onslow | 1 0.01 68.51 Ontario | 2 0.02 68.53 Orange | 81 0.81 69.34 Orangeburg | 7 0.07 69.41 Oregon | 4 0.04 69.45 Orleans | 14 0.14 69.59 Orocovis | 23 0.23 69.82 Osage | 10 0.10 69.92 Osceola | 29 0.29 70.21 Oswego | 5 0.05 70.26 Otero | 2 0.02 70.28 Otoe | 3 0.03 70.31 Otsego | 2 0.02 70.33 Ottawa | 6 0.06 70.39 Otter Tail | 3 0.03 70.42 Ouachita | 11 0.11 70.53 Owen | 4 0.04 70.57 Owyhee | 1 0.01 70.58 Oxford | 3 0.03 70.61 Ozark | 5 0.05 70.66 Palm Beach | 31 0.31 70.97 Pamlico | 1 0.01 70.98 Panola | 3 0.03 71.01 Park | 1 0.01 71.02 Parke | 1 0.01 71.03 Pasco | 30 0.30 71.33 Pasquotank | 2 0.02 71.35 Passaic | 7 0.07 71.42 Patillas | 23 0.23 71.65 Paulding | 12 0.12 71.77 Payette | 1 0.01 71.78 Peach | 9 0.09 71.87 Pearl River | 2 0.02 71.89 Pemiscot | 3 0.03 71.92 Pender | 2 0.02 71.94 Pendleton | 5 0.05 71.99 Pennington | 4 0.04 72.03 Penobscot | 2 0.02 72.05 Penuelas | 23 0.23 72.28 Perquimans | 2 0.02 72.30 Perry | 31 0.31 72.61 Person | 4 0.04 72.65 Pettis | 4 0.04 72.69 Phelps | 4 0.04 72.73 Philadelphia | 15 0.15 72.88 Phillips | 7 0.07 72.95 Pickaway | 3 0.03 72.98 Pickens | 21 0.21 73.19 Pierce | 3 0.03 73.22 Pike | 27 0.27 73.49 Pima | 11 0.11 73.60 Pinal | 12 0.12 73.72 Pine | 3 0.03 73.75 Pinellas | 33 0.33 74.08 Pipestone | 2 0.02 74.10 Pitt | 4 0.04 74.14 Placer | 1 0.01 74.15 Plaquemines | 6 0.06 74.21 Platte | 8 0.08 74.29 Plymouth | 11 0.11 74.40 Poinsett | 8 0.08 74.48 Pointe Coupee | 6 0.06 74.54 Polk | 61 0.61 75.15 Ponce | 23 0.23 75.38 Pontotoc | 1 0.01 75.39 Pope | 7 0.07 75.46 Portage | 9 0.09 75.55 Porter | 5 0.05 75.60 Posey | 5 0.05 75.65 Pottawatomie | 3 0.03 75.68 Pottawattamie | 1 0.01 75.69 Potter | 3 0.03 75.72 Powell | 1 0.01 75.73 Power | 1 0.01 75.74 Poweshiek | 1 0.01 75.75 Prairie | 7 0.07 75.82 Preble | 4 0.04 75.86 Prince George's | 9 0.09 75.95 Providence | 4 0.04 75.99 Pueblo | 4 0.04 76.03 Pulaski | 19 0.19 76.22 Putnam | 29 0.29 76.51 Quay | 1 0.01 76.52 Quebradillas | 23 0.23 76.75 Queen Anne's | 3 0.03 76.78 Queens | 39 0.39 77.17 Quitman | 6 0.06 77.23 Rabun | 7 0.07 77.30 Ralls | 3 0.03 77.33 Ramsey | 7 0.07 77.40 Randolph | 24 0.24 77.64 Rankin | 6 0.06 77.70 Rapides | 6 0.06 77.76 Ravalli | 1 0.01 77.77 Ray | 5 0.05 77.82 Red Lake | 3 0.03 77.85 Red River | 3 0.03 77.88 Redwood | 2 0.02 77.90 Reno | 1 0.01 77.91 Rensselaer | 9 0.09 78.00 Renville | 3 0.03 78.03 Reynolds | 5 0.05 78.08 Rice | 3 0.03 78.11 Richland | 13 0.13 78.24 Richmond | 46 0.46 78.70 Rincon | 23 0.23 78.93 Rio Arriba | 1 0.01 78.94 Rio Grande | 23 0.23 79.17 Ripley | 4 0.04 79.21 Riverside | 17 0.17 79.38 Robertson | 1 0.01 79.39 Robeson | 1 0.01 79.40 Rock | 2 0.02 79.42 Rockcastle | 2 0.02 79.44 Rockdale | 15 0.15 79.59 Rockingham | 7 0.07 79.66 Rockland | 12 0.12 79.78 Rogers | 1 0.01 79.79 Roosevelt | 1 0.01 79.80 Roseau | 3 0.03 79.83 Ross | 2 0.02 79.85 Rowan | 11 0.11 79.96 Rush | 1 0.01 79.97 Russell | 6 0.06 80.03 Rutherford | 2 0.02 80.05 Sabana Grande | 23 0.23 80.28 Sabine | 2 0.02 80.30 Sacramento | 3 0.03 80.33 Sagadahoc | 2 0.02 80.35 Saginaw | 4 0.04 80.39 Salem | 2 0.02 80.41 Salinas | 23 0.23 80.64 Saline | 12 0.12 80.76 Saluda | 9 0.09 80.85 Sampson | 8 0.08 80.93 San Benito | 4 0.04 80.97 San Bernardino | 24 0.24 81.21 San Diego | 15 0.15 81.36 San Francisco | 7 0.07 81.43 San German | 23 0.23 81.66 San Joaquin | 4 0.04 81.70 San Juan | 25 0.25 81.95 San Lorenzo | 23 0.23 82.18 San Luis Obispo | 1 0.01 82.19 San Mateo | 8 0.08 82.27 San Miguel | 1 0.01 82.28 San Sebastian | 23 0.23 82.51 Sandoval | 5 0.05 82.56 Sandusky | 3 0.03 82.59 Sanilac | 1 0.01 82.60 Santa Clara | 13 0.13 82.73 Santa Cruz | 6 0.06 82.79 Santa Fe | 2 0.02 82.81 Santa Isabel | 23 0.23 83.04 Santa Rosa | 9 0.09 83.13 Sarasota | 19 0.19 83.32 Saratoga | 8 0.08 83.40 Sarpy | 3 0.03 83.43 Saunders | 3 0.03 83.46 Schenectady | 10 0.10 83.56 Schley | 6 0.06 83.62 Schoharie | 3 0.03 83.65 Schuyler | 7 0.07 83.72 Schuylkill | 3 0.03 83.75 Scioto | 2 0.02 83.77 Scotland | 6 0.06 83.83 Scott | 26 0.26 84.09 Screven | 6 0.06 84.15 Searcy | 7 0.07 84.22 Sebastian | 5 0.05 84.27 Sedgwick | 4 0.04 84.31 Seminole | 35 0.35 84.66 Seneca | 6 0.06 84.72 Sequoyah | 1 0.01 84.73 Sevier | 5 0.05 84.78 Seward | 3 0.03 84.81 Shannon | 4 0.04 84.85 Sharkey | 2 0.02 84.87 Sharp | 7 0.07 84.94 Shawnee | 1 0.01 84.95 Shelby | 23 0.23 85.18 Sherburne | 5 0.05 85.23 Sherman | 2 0.02 85.25 Sibley | 2 0.02 85.27 Sierra | 2 0.02 85.29 Simpson | 5 0.05 85.34 Smith | 3 0.03 85.37 Snyder | 4 0.04 85.41 Socorro | 1 0.01 85.42 Solano | 1 0.01 85.43 Somerset | 16 0.16 85.59 Sonoma | 3 0.03 85.62 Spalding | 11 0.11 85.73 Spartanburg | 12 0.12 85.85 Spencer | 7 0.07 85.92 St. Bernard | 5 0.05 85.97 St. Charles | 18 0.18 86.15 St. Clair | 12 0.12 86.27 St. Francis | 7 0.07 86.34 St. Francois | 6 0.06 86.40 St. Helena | 5 0.05 86.45 St. James | 6 0.06 86.51 St. John the Baptist | 6 0.06 86.57 St. Johns | 9 0.09 86.66 St. Joseph | 6 0.06 86.72 St. Landry | 6 0.06 86.78 St. Lawrence | 2 0.02 86.80 St. Louis | 14 0.14 86.94 St. Louis City | 8 0.08 87.02 St. Lucie | 17 0.17 87.19 St. Martin | 5 0.05 87.24 St. Mary | 3 0.03 87.27 St. Tammany | 5 0.05 87.32 Stanislaus | 6 0.06 87.38 Stanly | 2 0.02 87.40 Stark | 12 0.12 87.52 Starke | 1 0.01 87.53 Ste. Genevieve | 6 0.06 87.59 Stearns | 5 0.05 87.64 Steele | 2 0.02 87.66 Stephens | 9 0.09 87.75 Steuben | 8 0.08 87.83 Stevens | 2 0.02 87.85 Stewart | 6 0.06 87.91 Stoddard | 4 0.04 87.95 Stokes | 7 0.07 88.02 Stone | 16 0.16 88.18 Story | 1 0.01 88.19 Strafford | 1 0.01 88.20 Suffolk | 24 0.24 88.44 Sullivan | 11 0.11 88.55 Summit | 13 0.13 88.68 Sumner | 2 0.02 88.70 Sumter | 28 0.28 88.98 Sunflower | 2 0.02 89.00 Surry | 2 0.02 89.02 Susquehanna | 4 0.04 89.06 Sussex | 10 0.10 89.16 Sutter | 1 0.01 89.17 Suwannee | 2 0.02 89.19 Swain | 3 0.03 89.22 Swift | 2 0.02 89.24 Switzerland | 1 0.01 89.25 Talbot | 14 0.14 89.39 Taliaferro | 8 0.08 89.47 Talladega | 6 0.06 89.53 Tallahatchie | 2 0.02 89.55 Tallapoosa | 5 0.05 89.60 Tama | 1 0.01 89.61 Taney | 6 0.06 89.67 Tangipahoa | 3 0.03 89.70 Taos | 1 0.01 89.71 Tate | 3 0.03 89.74 Tattnall | 4 0.04 89.78 Taylor | 9 0.09 89.87 Telfair | 3 0.03 89.90 Tensas | 3 0.03 89.93 Terrebonne | 4 0.04 89.97 Terrell | 4 0.04 90.01 Texas | 4 0.04 90.05 Thomas | 4 0.04 90.09 Tift | 4 0.04 90.13 Tillamook | 1 0.01 90.14 Tioga | 6 0.06 90.20 Tippecanoe | 3 0.03 90.23 Tipton | 3 0.03 90.26 Toa Alta | 23 0.23 90.49 Toa Baja | 23 0.23 90.72 Todd | 5 0.05 90.77 Tolland | 5 0.05 90.82 Toombs | 6 0.06 90.88 Torrance | 4 0.04 90.92 Towns | 4 0.04 90.96 Transylvania | 4 0.04 91.00 Traverse | 2 0.02 91.02 Treutlen | 6 0.06 91.08 Trimble | 4 0.04 91.12 Troup | 5 0.05 91.17 Trujillo Alto | 23 0.23 91.40 Trumbull | 8 0.08 91.48 Tulare | 15 0.15 91.63 Tulsa | 2 0.02 91.65 Tunica | 2 0.02 91.67 Turner | 4 0.04 91.71 Tuscaloosa | 4 0.04 91.75 Tuscarawas | 4 0.04 91.79 Tuscola | 1 0.01 91.80 Twiggs | 8 0.08 91.88 Twin Falls | 2 0.02 91.90 Tyrrell | 2 0.02 91.92 Ulster | 7 0.07 91.99 Union | 49 0.49 92.48 Upson | 6 0.06 92.54 Utuado | 23 0.23 92.77 Valencia | 5 0.05 92.82 Van Buren | 9 0.09 92.91 Van Wert | 3 0.03 92.94 Vance | 2 0.02 92.96 Vanderburgh | 5 0.05 93.01 Vega Alta | 23 0.23 93.24 Vega Baja | 23 0.23 93.47 Venango | 6 0.06 93.53 Ventura | 6 0.06 93.59 Vermilion | 4 0.04 93.63 Vermillion | 1 0.01 93.64 Vernon | 7 0.07 93.71 Vieques | 23 0.23 93.94 Vigo | 1 0.01 93.95 Villalba | 23 0.23 94.18 Vinton | 4 0.04 94.22 Volusia | 21 0.21 94.43 Wabash | 2 0.02 94.45 Wabasha | 3 0.03 94.48 Wabaunsee | 1 0.01 94.49 Wadena | 5 0.05 94.54 Wagoner | 2 0.02 94.56 Wake | 6 0.06 94.62 Wakulla | 5 0.05 94.67 Waldo | 2 0.02 94.69 Walker | 12 0.12 94.81 Walsh | 1 0.01 94.82 Walthall | 2 0.02 94.84 Walton | 20 0.20 95.04 Wapello | 1 0.01 95.05 Ware | 3 0.03 95.08 Warren | 46 0.46 95.54 Warrick | 4 0.04 95.58 Waseca | 2 0.02 95.60 Washington | 75 0.75 96.35 Washtenaw | 2 0.02 96.37 Watauga | 1 0.01 96.38 Watonwan | 3 0.03 96.41 Wayne | 29 0.29 96.70 Webster | 19 0.19 96.89 Weld | 4 0.04 96.93 Wells | 6 0.06 96.99 West Baton Rouge | 6 0.06 97.05 West Carroll | 3 0.03 97.08 West Feliciana | 6 0.06 97.14 Westchester | 26 0.26 97.40 Westmoreland | 10 0.10 97.50 Wheeler | 3 0.03 97.53 White | 16 0.16 97.69 Whitfield | 3 0.03 97.72 Whitley | 6 0.06 97.78 Wilcox | 8 0.08 97.86 Wilkes | 9 0.09 97.95 Wilkin | 2 0.02 97.97 Wilkinson | 7 0.07 98.04 Will | 3 0.03 98.07 Williams | 3 0.03 98.10 Williamsburg | 5 0.05 98.15 Wilson | 4 0.04 98.19 Windham | 4 0.04 98.23 Winn | 2 0.02 98.25 Winona | 3 0.03 98.28 Winston | 3 0.03 98.31 Wolfe | 1 0.01 98.32 Wood | 6 0.06 98.38 Woodford | 5 0.05 98.43 Woodruff | 7 0.07 98.50 Worcester | 8 0.08 98.58 Worth | 8 0.08 98.66 Wright | 11 0.11 98.77 Wyandot | 3 0.03 98.80 Wyandotte | 3 0.03 98.83 Wyoming | 12 0.12 98.95 Yabucoa | 23 0.23 99.18 Yadkin | 7 0.07 99.25 Yamhill | 4 0.04 99.29 Yancey | 2 0.02 99.31 Yates | 3 0.03 99.34 Yauco | 23 0.23 99.57 Yavapai | 5 0.05 99.62 Yazoo | 3 0.03 99.65 Yell | 7 0.07 99.72 Yellow Medicine | 2 0.02 99.74 Yellowstone | 1 0.01 99.75 Yolo | 1 0.01 99.76 York | 19 0.19 99.95 Yuba | 1 0.01 99.96 Yuma | 4 0.04 100.00 ----------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 15 Feb 2019