Frequencies for first 10,000 rows of county variable in snp2008 dataset : County | Freq. Percent Cum. ----------------------+----------------------------------- Acadia | 2 0.02 0.02 Ada | 3 0.03 0.05 Adair | 11 0.11 0.16 Adams | 16 0.16 0.32 Adjuntas | 47 0.47 0.79 Aguada | 46 0.46 1.25 Aguadilla | 46 0.46 1.71 Aguas Buenas | 52 0.52 2.23 Aibonito | 52 0.52 2.75 Aitkin | 7 0.07 2.82 Alachua | 6 0.06 2.88 Alamance | 7 0.07 2.95 Alameda | 6 0.06 3.01 Alamosa | 3 0.03 3.04 Albany | 12 0.12 3.16 Alcona | 1 0.01 3.17 Alcorn | 1 0.01 3.18 Alexander | 2 0.02 3.20 Alfalfa | 1 0.01 3.21 Alger | 1 0.01 3.22 Allegan | 4 0.04 3.26 Allegany | 5 0.05 3.31 Alleghany | 1 0.01 3.32 Allegheny | 10 0.10 3.42 Allen | 11 0.11 3.53 Alpena | 2 0.02 3.55 Amador | 1 0.01 3.56 Amite | 1 0.01 3.57 Anasco | 46 0.46 4.03 Anderson | 2 0.02 4.05 Andrew | 8 0.08 4.13 Androscoggin | 1 0.01 4.14 Anne Arundel | 14 0.14 4.28 Anoka | 10 0.10 4.38 Anson | 1 0.01 4.39 Antrim | 1 0.01 4.40 Apache | 3 0.03 4.43 Appling | 8 0.08 4.51 Arapahoe | 7 0.07 4.58 Arecibo | 47 0.47 5.05 Arenac | 1 0.01 5.06 Arkansas | 14 0.14 5.20 Armstrong | 8 0.08 5.28 Arroyo | 52 0.52 5.80 Ascension | 5 0.05 5.85 Ashe | 1 0.01 5.86 Ashland | 1 0.01 5.87 Ashley | 8 0.08 5.95 Ashtabula | 3 0.03 5.98 Assumption | 1 0.01 5.99 Atchison | 9 0.09 6.08 Athens | 1 0.01 6.09 Atkinson | 8 0.08 6.17 Atlantic | 3 0.03 6.20 Atoka | 1 0.01 6.21 Attala | 7 0.07 6.28 Audrain | 8 0.08 6.36 Auglaize | 2 0.02 6.38 Autauga | 7 0.07 6.45 Avery | 1 0.01 6.46 Avoyelles | 1 0.01 6.47 Bacon | 8 0.08 6.55 Baker | 13 0.13 6.68 Baldwin | 17 0.17 6.85 Ballard | 1 0.01 6.86 Baltimore | 16 0.16 7.02 Baltimore City | 14 0.14 7.16 Banks | 8 0.08 7.24 Bannock | 1 0.01 7.25 Baraga | 1 0.01 7.26 Barber | 1 0.01 7.27 Barbour | 2 0.02 7.29 Barceloneta | 47 0.47 7.76 Barranquitas | 52 0.52 8.28 Barren | 1 0.01 8.29 Barrow | 9 0.09 8.38 Barry | 11 0.11 8.49 Bartholomew | 1 0.01 8.50 Barton | 11 0.11 8.61 Bartow | 9 0.09 8.70 Bates | 8 0.08 8.78 Bath | 1 0.01 8.79 Baxter | 8 0.08 8.87 Bay | 7 0.07 8.94 Bayamon | 47 0.47 9.41 Beaufort | 2 0.02 9.43 Beauregard | 2 0.02 9.45 Beaver | 9 0.09 9.54 Becker | 5 0.05 9.59 Beckham | 1 0.01 9.60 Bedford | 3 0.03 9.63 Bell | 1 0.01 9.64 Belmont | 1 0.01 9.65 Ben Hill | 8 0.08 9.73 Benewah | 1 0.01 9.74 Benton | 39 0.39 10.13 Benzie | 1 0.01 10.14 Bergen | 9 0.09 10.23 Berks | 9 0.09 10.32 Bernalillo | 5 0.05 10.37 Berrien | 9 0.09 10.46 Bertie | 1 0.01 10.47 Bibb | 18 0.18 10.65 Bienville | 2 0.02 10.67 Big Stone | 3 0.03 10.70 Black Hawk | 3 0.03 10.73 Blackford | 1 0.01 10.74 Bladen | 1 0.01 10.75 Blaine | 1 0.01 10.76 Blair | 5 0.05 10.81 Bleckley | 9 0.09 10.90 Blount | 5 0.05 10.95 Blue Earth | 3 0.03 10.98 Boise | 1 0.01 10.99 Bolivar | 1 0.01 11.00 Bollinger | 8 0.08 11.08 Bond | 1 0.01 11.09 Bonner | 1 0.01 11.10 Bonneville | 1 0.01 11.11 Boone | 22 0.22 11.33 Bossier | 3 0.03 11.36 Boulder | 7 0.07 11.43 Boundary | 1 0.01 11.44 Bourbon | 2 0.02 11.46 Boyd | 1 0.01 11.47 Boyle | 1 0.01 11.48 Bracken | 1 0.01 11.49 Bradford | 5 0.05 11.54 Bradley | 8 0.08 11.62 Branch | 1 0.01 11.63 Brantley | 8 0.08 11.71 Breathitt | 1 0.01 11.72 Breckinridge | 2 0.02 11.74 Bremer | 3 0.03 11.77 Brevard | 14 0.14 11.91 Bristol | 5 0.05 11.96 Bronx | 38 0.38 12.34 Brooks | 8 0.08 12.42 Broome | 4 0.04 12.46 Broomfield | 7 0.07 12.53 Broward | 29 0.29 12.82 Brown | 8 0.08 12.90 Brunswick | 1 0.01 12.91 Bryan | 10 0.10 13.01 Buchanan | 11 0.11 13.12 Bucks | 12 0.12 13.24 Bullitt | 2 0.02 13.26 Bulloch | 8 0.08 13.34 Bullock | 4 0.04 13.38 Buncombe | 4 0.04 13.42 Bureau | 1 0.01 13.43 Burke | 10 0.10 13.53 Burlington | 3 0.03 13.56 Burt | 2 0.02 13.58 Butler | 30 0.30 13.88 Butts | 9 0.09 13.97 Cabarrus | 5 0.05 14.02 Cabo Rojo | 46 0.46 14.48 Caddo | 4 0.04 14.52 Caguas | 52 0.52 15.04 Calcasieu | 2 0.02 15.06 Caldwell | 12 0.12 15.18 Calhoun | 29 0.29 15.47 Callaway | 8 0.08 15.55 Calloway | 1 0.01 15.56 Calvert | 8 0.08 15.64 Cambria | 5 0.05 15.69 Camden | 20 0.20 15.89 Cameron | 4 0.04 15.93 Campbell | 1 0.01 15.94 Camuy | 46 0.46 16.40 Canadian | 4 0.04 16.44 Candler | 8 0.08 16.52 Canovanas | 47 0.47 16.99 Canyon | 3 0.03 17.02 Cape Girardeau | 8 0.08 17.10 Cape May | 2 0.02 17.12 Carbon | 4 0.04 17.16 Caribou | 1 0.01 17.17 Carlisle | 1 0.01 17.18 Carlton | 7 0.07 17.25 Carolina | 47 0.47 17.72 Carroll | 46 0.46 18.18 Carter | 11 0.11 18.29 Carteret | 2 0.02 18.31 Carver | 10 0.10 18.41 Casey | 1 0.01 18.42 Cass | 22 0.22 18.64 Cassia | 1 0.01 18.65 Caswell | 3 0.03 18.68 Catahoula | 1 0.01 18.69 Catano | 47 0.47 19.16 Catawba | 4 0.04 19.20 Catoosa | 8 0.08 19.28 Cattaraugus | 4 0.04 19.32 Cayey | 52 0.52 19.84 Cayuga | 3 0.03 19.87 Cecil | 1 0.01 19.88 Cedar | 11 0.11 19.99 Ceiba | 47 0.47 20.46 Centre | 2 0.02 20.48 Chambers | 2 0.02 20.50 Champaign | 4 0.04 20.54 Chariton | 8 0.08 20.62 Charles | 11 0.11 20.73 Charlevoix | 1 0.01 20.74 Charlotte | 14 0.14 20.88 Charlton | 8 0.08 20.96 Chase | 1 0.01 20.97 Chatham | 15 0.15 21.12 Chattahoochee | 10 0.10 21.22 Chattooga | 9 0.09 21.31 Chautauqua | 6 0.06 21.37 Cheboygan | 1 0.01 21.38 Chemung | 2 0.02 21.40 Chenango | 3 0.03 21.43 Cherokee | 21 0.21 21.64 Chester | 6 0.06 21.70 Cheyenne | 1 0.01 21.71 Chickasaw | 1 0.01 21.72 Chicot | 8 0.08 21.80 Chilton | 8 0.08 21.88 Chippewa | 4 0.04 21.92 Chisago | 8 0.08 22.00 Choctaw | 4 0.04 22.04 Chowan | 1 0.01 22.05 Christian | 12 0.12 22.17 Ciales | 47 0.47 22.64 Cidra | 52 0.52 23.16 Cimarron | 1 0.01 23.17 Citrus | 10 0.10 23.27 Clackamas | 6 0.06 23.33 Claiborne | 9 0.09 23.42 Clare | 1 0.01 23.43 Clarion | 3 0.03 23.46 Clark | 32 0.32 23.78 Clarke | 19 0.19 23.97 Clatsop | 2 0.02 23.99 Clay | 51 0.51 24.50 Clayton | 13 0.13 24.63 Clear Creek | 1 0.01 24.64 Clearfield | 4 0.04 24.68 Cleburne | 16 0.16 24.84 Clermont | 2 0.02 24.86 Cleveland | 14 0.14 25.00 Clinch | 8 0.08 25.08 Clinton | 18 0.18 25.26 Cloud | 1 0.01 25.27 Coahoma | 1 0.01 25.28 Coal | 1 0.01 25.29 Coamo | 52 0.52 25.81 Cobb | 14 0.14 25.95 Cochise | 6 0.06 26.01 Coconino | 3 0.03 26.04 Coffee | 10 0.10 26.14 Coffey | 1 0.01 26.15 Colbert | 2 0.02 26.17 Cole | 12 0.12 26.29 Coles | 1 0.01 26.30 Collier | 6 0.06 26.36 Colquitt | 8 0.08 26.44 Columbia | 34 0.34 26.78 Columbiana | 2 0.02 26.80 Columbus | 1 0.01 26.81 Comanche | 2 0.02 26.83 Comerio | 52 0.52 27.35 Concordia | 1 0.01 27.36 Conecuh | 2 0.02 27.38 Conejos | 3 0.03 27.41 Contra Costa | 6 0.06 27.47 Conway | 11 0.11 27.58 Cook | 21 0.21 27.79 Cooper | 8 0.08 27.87 Coos | 1 0.01 27.88 Coosa | 2 0.02 27.90 Copiah | 7 0.07 27.97 Corozal | 52 0.52 28.49 Cortland | 2 0.02 28.51 Coshocton | 1 0.01 28.52 Costilla | 3 0.03 28.55 Cotton | 1 0.01 28.56 Cottonwood | 4 0.04 28.60 Covington | 5 0.05 28.65 Coweta | 12 0.12 28.77 Cowley | 1 0.01 28.78 Craig | 1 0.01 28.79 Craighead | 15 0.15 28.94 Craven | 1 0.01 28.95 Crawford | 41 0.41 29.36 Creek | 4 0.04 29.40 Crenshaw | 4 0.04 29.44 Crisp | 8 0.08 29.52 Crittenden | 16 0.16 29.68 Cross | 14 0.14 29.82 Crow Wing | 7 0.07 29.89 Culebra | 46 0.46 30.35 Cullman | 5 0.05 30.40 Cumberland | 19 0.19 30.59 Currituck | 1 0.01 30.60 Custer | 1 0.01 30.61 Cuyahoga | 9 0.09 30.70 Dade | 45 0.45 31.15 Dakota | 9 0.09 31.24 Dale | 2 0.02 31.26 Dallas | 29 0.29 31.55 Dare | 1 0.01 31.56 Darke | 1 0.01 31.57 Dauphin | 7 0.07 31.64 Davidson | 7 0.07 31.71 Davie | 7 0.07 31.78 Daviess | 10 0.10 31.88 Dawson | 8 0.08 31.96 De Kalb | 1 0.01 31.97 De Soto | 2 0.02 31.99 De Witt | 1 0.01 32.00 DeKalb | 30 0.30 32.30 DeSoto | 12 0.12 32.42 Dearborn | 1 0.01 32.43 Decatur | 10 0.10 32.53 Defiance | 2 0.02 32.55 Delaware | 19 0.19 32.74 Delta | 1 0.01 32.75 Dent | 8 0.08 32.83 Denver | 8 0.08 32.91 Desha | 8 0.08 32.99 Dewey | 1 0.01 33.00 Dickinson | 2 0.02 33.02 Dixie | 2 0.02 33.04 Dodge | 12 0.12 33.16 Dona Ana | 6 0.06 33.22 Doniphan | 1 0.01 33.23 Dooly | 8 0.08 33.31 Dorado | 47 0.47 33.78 Dougherty | 8 0.08 33.86 Douglas | 41 0.41 34.27 Drew | 8 0.08 34.35 DuPage | 8 0.08 34.43 Dubois | 1 0.01 34.44 Dunklin | 8 0.08 34.52 Duplin | 1 0.01 34.53 Durham | 7 0.07 34.60 Dutchess | 10 0.10 34.70 Duval | 15 0.15 34.85 Early | 8 0.08 34.93 East Baton Rouge | 5 0.05 34.98 East Carroll | 2 0.02 35.00 East Feliciana | 4 0.04 35.04 Eaton | 1 0.01 35.05 Echols | 8 0.08 35.13 Edgar | 1 0.01 35.14 Edgecombe | 2 0.02 35.16 Edmonson | 1 0.01 35.17 Edwards | 2 0.02 35.19 Effingham | 10 0.10 35.29 El Dorado | 1 0.01 35.30 El Paso | 6 0.06 35.36 Elbert | 10 0.10 35.46 Elk | 3 0.03 35.49 Elkhart | 1 0.01 35.50 Elliott | 1 0.01 35.51 Ellis | 2 0.02 35.53 Ellsworth | 1 0.01 35.54 Elmore | 8 0.08 35.62 Emanuel | 9 0.09 35.71 Emmet | 1 0.01 35.72 Erie | 17 0.17 35.89 Escambia | 12 0.12 36.01 Essex | 22 0.22 36.23 Estill | 1 0.01 36.24 Etowah | 5 0.05 36.29 Evangeline | 1 0.01 36.30 Evans | 8 0.08 36.38 Fairfield | 10 0.10 36.48 Fajardo | 47 0.47 36.95 Fannin | 8 0.08 37.03 Faribault | 4 0.04 37.07 Faulkner | 8 0.08 37.15 Fayette | 30 0.30 37.45 Fillmore | 4 0.04 37.49 Finney | 1 0.01 37.50 Flagler | 4 0.04 37.54 Fleming | 1 0.01 37.55 Florida | 47 0.47 38.02 Floyd | 11 0.11 38.13 Ford | 2 0.02 38.15 Forest | 2 0.02 38.17 Forrest | 3 0.03 38.20 Forsyth | 18 0.18 38.38 Fountain | 1 0.01 38.39 Franklin | 58 0.58 38.97 Frederick | 4 0.04 39.01 Freeborn | 3 0.03 39.04 Fremont | 3 0.03 39.07 Fresno | 1 0.01 39.08 Fulton | 36 0.36 39.44 Gadsden | 4 0.04 39.48 Gallatin | 2 0.02 39.50 Gallia | 1 0.01 39.51 Garfield | 1 0.01 39.52 Garland | 14 0.14 39.66 Garrard | 1 0.01 39.67 Garrett | 1 0.01 39.68 Garvin | 2 0.02 39.70 Gasconade | 14 0.14 39.84 Gaston | 2 0.02 39.86 Gates | 1 0.01 39.87 Geary | 1 0.01 39.88 Geauga | 2 0.02 39.90 Gem | 1 0.01 39.91 Genesee | 11 0.11 40.02 Geneva | 2 0.02 40.04 Gentry | 8 0.08 40.12 George | 3 0.03 40.15 Gibson | 1 0.01 40.16 Gila | 1 0.01 40.17 Gilchrist | 2 0.02 40.19 Gilmer | 8 0.08 40.27 Gilpin | 1 0.01 40.28 Glades | 3 0.03 40.31 Gladwin | 1 0.01 40.32 Glascock | 9 0.09 40.41 Gloucester | 3 0.03 40.44 Glynn | 8 0.08 40.52 Gogebic | 1 0.01 40.53 Goodhue | 3 0.03 40.56 Gordon | 9 0.09 40.65 Gove | 1 0.01 40.66 Grady | 9 0.09 40.75 Graham | 6 0.06 40.81 Grand Traverse | 1 0.01 40.82 Grant | 18 0.18 41.00 Granville | 1 0.01 41.01 Gratiot | 1 0.01 41.02 Graves | 1 0.01 41.03 Gray | 1 0.01 41.04 Grayson | 2 0.02 41.06 Greeley | 1 0.01 41.07 Green | 1 0.01 41.08 Greene | 60 0.60 41.68 Greenlee | 2 0.02 41.70 Greenup | 1 0.01 41.71 Greenwood | 1 0.01 41.72 Greer | 1 0.01 41.73 Grenada | 1 0.01 41.74 Grundy | 12 0.12 41.86 Guanica | 46 0.46 42.32 Guayama | 52 0.52 42.84 Guayanilla | 47 0.47 43.31 Guaynabo | 47 0.47 43.78 Guernsey | 1 0.01 43.79 Guilford | 7 0.07 43.86 Gulf | 3 0.03 43.89 Gurabo | 52 0.52 44.41 Gwinnett | 14 0.14 44.55 Habersham | 8 0.08 44.63 Hale | 2 0.02 44.65 Halifax | 1 0.01 44.66 Hall | 11 0.11 44.77 Hamilton | 18 0.18 44.95 Hampden | 7 0.07 45.02 Hampshire | 1 0.01 45.03 Hancock | 20 0.20 45.23 Haralson | 8 0.08 45.31 Hardee | 2 0.02 45.33 Hardin | 5 0.05 45.38 Harford | 11 0.11 45.49 Harlan | 1 0.01 45.50 Harmon | 1 0.01 45.51 Harnett | 1 0.01 45.52 Harper | 2 0.02 45.54 Harris | 12 0.12 45.66 Harrison | 14 0.14 45.80 Hart | 9 0.09 45.89 Hartford | 10 0.10 45.99 Harvey | 3 0.03 46.02 Haskell | 3 0.03 46.05 Hatillo | 47 0.47 46.52 Hawaii | 3 0.03 46.55 Haywood | 4 0.04 46.59 Heard | 8 0.08 46.67 Hempstead | 9 0.09 46.76 Henderson | 6 0.06 46.82 Hendricks | 3 0.03 46.85 Hendry | 2 0.02 46.87 Hennepin | 11 0.11 46.98 Henry | 26 0.26 47.24 Herkimer | 4 0.04 47.28 Hernando | 22 0.22 47.50 Hertford | 1 0.01 47.51 Hickman | 1 0.01 47.52 Hickory | 8 0.08 47.60 Hidalgo | 2 0.02 47.62 Highland | 1 0.01 47.63 Highlands | 2 0.02 47.65 Hillsborough | 30 0.30 47.95 Hillsdale | 1 0.01 47.96 Hinds | 7 0.07 48.03 Hocking | 1 0.01 48.04 Hodgeman | 1 0.01 48.05 Hoke | 1 0.01 48.06 Holmes | 6 0.06 48.12 Holt | 8 0.08 48.20 Honolulu | 4 0.04 48.24 Hood River | 1 0.01 48.25 Hopkins | 1 0.01 48.26 Hormigueros | 46 0.46 48.72 Hot Spring | 14 0.14 48.86 Houghton | 1 0.01 48.87 Houston | 15 0.15 49.02 Howard | 32 0.32 49.34 Howell | 8 0.08 49.42 Hudson | 11 0.11 49.53 Hughes | 1 0.01 49.54 Humacao | 47 0.47 50.01 Humphreys | 1 0.01 50.02 Hunterdon | 2 0.02 50.04 Huntingdon | 3 0.03 50.07 Huntington | 1 0.01 50.08 Huron | 3 0.03 50.11 Hyde | 1 0.01 50.12 Iberia | 1 0.01 50.13 Iberville | 2 0.02 50.15 Independence | 14 0.14 50.29 Indian River | 7 0.07 50.36 Indiana | 5 0.05 50.41 Ingham | 1 0.01 50.42 Ionia | 1 0.01 50.43 Iosco | 1 0.01 50.44 Iredell | 4 0.04 50.48 Iron | 9 0.09 50.57 Iroquois | 1 0.01 50.58 Irwin | 8 0.08 50.66 Isabela | 46 0.46 51.12 Isabella | 1 0.01 51.13 Isanti | 8 0.08 51.21 Issaquena | 1 0.01 51.22 Itasca | 2 0.02 51.24 Itawamba | 1 0.01 51.25 Izard | 8 0.08 51.33 Jackson | 63 0.63 51.96 Jasper | 24 0.24 52.20 Jay | 1 0.01 52.21 Jayuya | 47 0.47 52.68 Jeff Davis | 8 0.08 52.76 Jefferson | 79 0.79 53.55 Jefferson Davis | 4 0.04 53.59 Jenkins | 8 0.08 53.67 Jennings | 1 0.01 53.68 Jersey | 5 0.05 53.73 Jessamine | 1 0.01 53.74 Jewell | 1 0.01 53.75 Jo Daviess | 1 0.01 53.76 Johnson | 44 0.44 54.20 Johnston | 3 0.03 54.23 Jones | 16 0.16 54.39 Josephine | 3 0.03 54.42 Juana Diaz | 52 0.52 54.94 Juncos | 47 0.47 55.41 Juniata | 3 0.03 55.44 Kalamazoo | 5 0.05 55.49 Kalawao | 3 0.03 55.52 Kalkaska | 1 0.01 55.53 Kanabec | 3 0.03 55.56 Kandiyohi | 4 0.04 55.60 Kane | 7 0.07 55.67 Kankakee | 1 0.01 55.68 Kauai | 3 0.03 55.71 Kay | 1 0.01 55.72 Kearny | 1 0.01 55.73 Kemper | 7 0.07 55.80 Kendall | 1 0.01 55.81 Kennebec | 3 0.03 55.84 Kent | 11 0.11 55.95 Kenton | 1 0.01 55.96 Kern | 5 0.05 56.01 Keweenaw | 1 0.01 56.02 Kingfisher | 1 0.01 56.03 Kingman | 1 0.01 56.04 Kings | 41 0.41 56.45 Kiowa | 2 0.02 56.47 Kittson | 3 0.03 56.50 Klamath | 1 0.01 56.51 Knott | 1 0.01 56.52 Knox | 12 0.12 56.64 Koochiching | 6 0.06 56.70 Kootenai | 1 0.01 56.71 Kosciusko | 5 0.05 56.76 La Paz | 2 0.02 56.78 La Porte | 1 0.01 56.79 La Salle | 2 0.02 56.81 Labette | 3 0.03 56.84 Lac qui Parle | 4 0.04 56.88 Lackawanna | 5 0.05 56.93 Laclede | 10 0.10 57.03 Lafayette | 28 0.28 57.31 Lafourche | 2 0.02 57.33 Lagrange | 1 0.01 57.34 Lajas | 46 0.46 57.80 Lake | 42 0.42 58.22 Lamar | 17 0.17 58.39 Lancaster | 9 0.09 58.48 Lane | 7 0.07 58.55 Lanier | 8 0.08 58.63 Lapeer | 1 0.01 58.64 Lares | 5 0.05 58.69 Larimer | 2 0.02 58.71 Larue | 2 0.02 58.73 Latah | 1 0.01 58.74 Latimer | 1 0.01 58.75 Lauderdale | 9 0.09 58.84 Laurel | 1 0.01 58.85 Laurens | 11 0.11 58.96 Lawrence | 33 0.33 59.29 Le Flore | 2 0.02 59.31 Le Sueur | 4 0.04 59.35 Leake | 7 0.07 59.42 Leavenworth | 1 0.01 59.43 Lebanon | 6 0.06 59.49 Lee | 34 0.34 59.83 Leelanau | 1 0.01 59.84 Leflore | 1 0.01 59.85 Lehigh | 9 0.09 59.94 Lenawee | 1 0.01 59.95 Lenoir | 2 0.02 59.97 Leon | 4 0.04 60.01 Leslie | 1 0.01 60.02 Letcher | 1 0.01 60.03 Levy | 2 0.02 60.05 Lewis | 11 0.11 60.16 Liberty | 13 0.13 60.29 Licking | 1 0.01 60.30 Limestone | 2 0.02 60.32 Lincoln | 48 0.48 60.80 Linn | 14 0.14 60.94 Litchfield | 6 0.06 61.00 Little River | 9 0.09 61.09 Livingston | 18 0.18 61.27 Logan | 17 0.17 61.44 Long | 8 0.08 61.52 Lonoke | 14 0.14 61.66 Lorain | 7 0.07 61.73 Los Angeles | 24 0.24 61.97 Love | 2 0.02 61.99 Lowndes | 23 0.23 62.22 Lucas | 5 0.05 62.27 Luce | 1 0.01 62.28 Lumpkin | 8 0.08 62.36 Luna | 4 0.04 62.40 Luzerne | 5 0.05 62.45 Lycoming | 3 0.03 62.48 Lyon | 6 0.06 62.54 Mackinac | 1 0.01 62.55 Macomb | 7 0.07 62.62 Macon | 23 0.23 62.85 Macoupin | 1 0.01 62.86 Madera | 1 0.01 62.87 Madison | 64 0.64 63.51 Magoffin | 1 0.01 63.52 Mahnomen | 5 0.05 63.57 Mahoning | 5 0.05 63.62 Major | 1 0.01 63.63 Manatee | 22 0.22 63.85 Manistee | 1 0.01 63.86 Marengo | 2 0.02 63.88 Maricopa | 19 0.19 64.07 Maries | 8 0.08 64.15 Marin | 1 0.01 64.16 Marion | 67 0.67 64.83 Mariposa | 1 0.01 64.84 Marquette | 1 0.01 64.85 Marshall | 17 0.17 65.02 Martin | 14 0.14 65.16 Mason | 3 0.03 65.19 Massac | 1 0.01 65.20 Maui | 3 0.03 65.23 Mayes | 1 0.01 65.24 McClain | 2 0.02 65.26 McCracken | 1 0.01 65.27 McCreary | 1 0.01 65.28 McCurtain | 2 0.02 65.30 McDonald | 10 0.10 65.40 McDonough | 1 0.01 65.41 McDowell | 1 0.01 65.42 McDuffie | 10 0.10 65.52 McHenry | 1 0.01 65.53 McIntosh | 9 0.09 65.62 McKean | 2 0.02 65.64 McKinley | 1 0.01 65.65 McLean | 2 0.02 65.67 McLeod | 3 0.03 65.70 McPherson | 1 0.01 65.71 Meade | 3 0.03 65.74 Mecklenburg | 7 0.07 65.81 Mecosta | 1 0.01 65.82 Medina | 6 0.06 65.88 Meeker | 4 0.04 65.92 Meigs | 1 0.01 65.93 Menard | 1 0.01 65.94 Menifee | 1 0.01 65.95 Menominee | 1 0.01 65.96 Mercer | 23 0.23 66.19 Meriwether | 9 0.09 66.28 Metcalfe | 1 0.01 66.29 Miami | 5 0.05 66.34 Middlesex | 21 0.21 66.55 Midland | 1 0.01 66.56 Mifflin | 3 0.03 66.59 Mille Lacs | 7 0.07 66.66 Miller | 25 0.25 66.91 Mineral | 3 0.03 66.94 Minidoka | 1 0.01 66.95 Missaukee | 1 0.01 66.96 Mississippi | 17 0.17 67.13 Mitchell | 10 0.10 67.23 Mobile | 7 0.07 67.30 Mohave | 2 0.02 67.32 Moniteau | 8 0.08 67.40 Monmouth | 9 0.09 67.49 Monroe | 55 0.55 68.04 Montcalm | 1 0.01 68.05 Montgomery | 72 0.72 68.77 Montmorency | 1 0.01 68.78 Montour | 3 0.03 68.81 Moore | 2 0.02 68.83 Morehouse | 2 0.02 68.85 Morgan | 23 0.23 69.08 Morris | 9 0.09 69.17 Morrison | 7 0.07 69.24 Morrow | 2 0.02 69.26 Morton | 1 0.01 69.27 Moultrie | 1 0.01 69.28 Mower | 4 0.04 69.32 Muhlenberg | 1 0.01 69.33 Multnomah | 6 0.06 69.39 Murray | 14 0.14 69.53 Muscatine | 3 0.03 69.56 Muscogee | 13 0.13 69.69 Muskegon | 4 0.04 69.73 Muskingum | 1 0.01 69.74 Muskogee | 1 0.01 69.75 Napa | 2 0.02 69.77 Nash | 1 0.01 69.78 Nassau | 18 0.18 69.96 Natchitoches | 1 0.01 69.97 Navajo | 3 0.03 70.00 Nelson | 2 0.02 70.02 Nemaha | 1 0.01 70.03 Neosho | 1 0.01 70.04 Neshoba | 1 0.01 70.05 Ness | 1 0.01 70.06 Nevada | 9 0.09 70.15 New Castle | 5 0.05 70.20 New Hanover | 1 0.01 70.21 New Haven | 9 0.09 70.30 New London | 3 0.03 70.33 New Madrid | 8 0.08 70.41 New York | 39 0.39 70.80 Newaygo | 1 0.01 70.81 Newton | 34 0.34 71.15 Nez Perce | 1 0.01 71.16 Niagara | 5 0.05 71.21 Nicholas | 1 0.01 71.22 Nicollet | 4 0.04 71.26 Noble | 3 0.03 71.29 Nobles | 4 0.04 71.33 Nodaway | 8 0.08 71.41 Norfolk | 8 0.08 71.49 Norman | 6 0.06 71.55 Northampton | 10 0.10 71.65 Northumberland | 4 0.04 71.69 Norton | 1 0.01 71.70 Nowata | 1 0.01 71.71 Noxubee | 1 0.01 71.72 Nye | 1 0.01 71.73 Oakland | 10 0.10 71.83 Ocean | 7 0.07 71.90 Oceana | 1 0.01 71.91 Oconee | 10 0.10 72.01 Ogemaw | 1 0.01 72.02 Ogle | 1 0.01 72.03 Oglethorpe | 10 0.10 72.13 Ohio | 2 0.02 72.15 Okaloosa | 4 0.04 72.19 Okeechobee | 7 0.07 72.26 Okfuskee | 1 0.01 72.27 Oklahoma | 5 0.05 72.32 Okmulgee | 1 0.01 72.33 Oktibbeha | 1 0.01 72.34 Oldham | 2 0.02 72.36 Olmsted | 4 0.04 72.40 Oneida | 6 0.06 72.46 Onondaga | 8 0.08 72.54 Onslow | 2 0.02 72.56 Ontario | 2 0.02 72.58 Ontonagon | 1 0.01 72.59 Orange | 54 0.54 73.13 Oregon | 8 0.08 73.21 Orleans | 10 0.10 73.31 Osage | 14 0.14 73.45 Osborne | 1 0.01 73.46 Osceola | 26 0.26 73.72 Oscoda | 1 0.01 73.73 Oswego | 4 0.04 73.77 Otero | 4 0.04 73.81 Otoe | 2 0.02 73.83 Otsego | 3 0.03 73.86 Ottawa | 5 0.05 73.91 Otter Tail | 5 0.05 73.96 Ouachita | 10 0.10 74.06 Owen | 2 0.02 74.08 Owsley | 1 0.01 74.09 Owyhee | 1 0.01 74.10 Ozark | 8 0.08 74.18 Page | 2 0.02 74.20 Palm Beach | 26 0.26 74.46 Pamlico | 2 0.02 74.48 Panola | 7 0.07 74.55 Park | 1 0.01 74.56 Parke | 1 0.01 74.57 Pasco | 30 0.30 74.87 Pasquotank | 1 0.01 74.88 Passaic | 10 0.10 74.98 Paulding | 12 0.12 75.10 Pawnee | 2 0.02 75.12 Payette | 1 0.01 75.13 Payne | 1 0.01 75.14 Peach | 8 0.08 75.22 Pearl River | 3 0.03 75.25 Pemiscot | 8 0.08 75.33 Pender | 2 0.02 75.35 Pendleton | 1 0.01 75.36 Pennington | 3 0.03 75.39 Penobscot | 1 0.01 75.40 Peoria | 1 0.01 75.41 Perquimans | 1 0.01 75.42 Perry | 29 0.29 75.71 Person | 3 0.03 75.74 Pettis | 8 0.08 75.82 Phelps | 8 0.08 75.90 Philadelphia | 10 0.10 76.00 Phillips | 9 0.09 76.09 Piatt | 1 0.01 76.10 Pickaway | 1 0.01 76.11 Pickens | 10 0.10 76.21 Pierce | 8 0.08 76.29 Pike | 40 0.40 76.69 Pima | 12 0.12 76.81 Pinal | 9 0.09 76.90 Pinal (Partial) | 4 0.04 76.94 Pine | 7 0.07 77.01 Pinellas | 30 0.30 77.31 Pipestone | 3 0.03 77.34 Pitt | 2 0.02 77.36 Pittsburg | 1 0.01 77.37 Placer | 1 0.01 77.38 Plaquemines | 3 0.03 77.41 Platte | 10 0.10 77.51 Plymouth | 11 0.11 77.62 Poinsett | 15 0.15 77.77 Pointe Coupee | 4 0.04 77.81 Polk | 63 0.63 78.44 Pontotoc | 2 0.02 78.46 Pope | 12 0.12 78.58 Portage | 3 0.03 78.61 Porter | 1 0.01 78.62 Posey | 1 0.01 78.63 Pottawatomie | 5 0.05 78.68 Pottawattamie | 3 0.03 78.71 Potter | 1 0.01 78.72 Powell | 1 0.01 78.73 Power | 1 0.01 78.74 Prairie | 8 0.08 78.82 Pratt | 1 0.01 78.83 Preble | 1 0.01 78.84 Prentiss | 7 0.07 78.91 Presque Isle | 1 0.01 78.92 Prince George's | 16 0.16 79.08 Pueblo | 3 0.03 79.11 Pulaski | 33 0.33 79.44 Pushmataha | 2 0.02 79.46 Putnam | 27 0.27 79.73 Queen Anne's | 3 0.03 79.76 Queens | 40 0.40 80.16 Quitman | 9 0.09 80.25 Rabun | 8 0.08 80.33 Ralls | 8 0.08 80.41 Ramsey | 9 0.09 80.50 Randolph | 38 0.38 80.88 Rankin | 7 0.07 80.95 Rapides | 1 0.01 80.96 Rawlins | 1 0.01 80.97 Ray | 8 0.08 81.05 Red Lake | 3 0.03 81.08 Red River | 2 0.02 81.10 Redwood | 4 0.04 81.14 Reno | 1 0.01 81.15 Rensselaer | 11 0.11 81.26 Renville | 3 0.03 81.29 Republic | 1 0.01 81.30 Reynolds | 8 0.08 81.38 Rice | 9 0.09 81.47 Richland | 4 0.04 81.51 Richmond | 39 0.39 81.90 Riley | 1 0.01 81.91 Rio Grande | 3 0.03 81.94 Ripley | 9 0.09 82.03 Riverside | 17 0.17 82.20 Robertson | 1 0.01 82.21 Robeson | 1 0.01 82.22 Rock | 4 0.04 82.26 Rock Island | 1 0.01 82.27 Rockcastle | 1 0.01 82.28 Rockdale | 9 0.09 82.37 Rockingham | 4 0.04 82.41 Rockland | 8 0.08 82.49 Roger Mills | 1 0.01 82.50 Rogers | 4 0.04 82.54 Rooks | 1 0.01 82.55 Roscommon | 1 0.01 82.56 Roseau | 3 0.03 82.59 Ross | 1 0.01 82.60 Rowan | 8 0.08 82.68 Rush | 2 0.02 82.70 Russell | 5 0.05 82.75 Rutherford | 1 0.01 82.76 Sabine | 1 0.01 82.77 Sacramento | 1 0.01 82.78 Sagadahoc | 4 0.04 82.82 Saginaw | 5 0.05 82.87 Saguache | 3 0.03 82.90 Salem | 2 0.02 82.92 Saline | 24 0.24 83.16 Sampson | 1 0.01 83.17 San Bernardino | 21 0.21 83.38 San Diego | 8 0.08 83.46 San Francisco | 6 0.06 83.52 San Joaquin | 2 0.02 83.54 San Juan | 1 0.01 83.55 San Mateo | 2 0.02 83.57 Sandoval | 2 0.02 83.59 Sandusky | 2 0.02 83.61 Sangamon | 1 0.01 83.62 Sanilac | 1 0.01 83.63 Santa Clara | 2 0.02 83.65 Santa Cruz | 7 0.07 83.72 Santa Fe | 2 0.02 83.74 Santa Rosa | 10 0.10 83.84 Sarasota | 19 0.19 84.03 Saratoga | 7 0.07 84.10 Sarpy | 3 0.03 84.13 Schenectady | 11 0.11 84.24 Schley | 9 0.09 84.33 Schoharie | 2 0.02 84.35 Schoolcraft | 1 0.01 84.36 Schuyler | 11 0.11 84.47 Schuylkill | 6 0.06 84.53 Scioto | 1 0.01 84.54 Scotland | 9 0.09 84.63 Scott | 41 0.41 85.04 Screven | 8 0.08 85.12 Searcy | 8 0.08 85.20 Sebastian | 12 0.12 85.32 Sedgwick | 5 0.05 85.37 Seminole | 34 0.34 85.71 Seneca | 4 0.04 85.75 Sequoyah | 2 0.02 85.77 Sevier | 9 0.09 85.86 Seward | 1 0.01 85.87 Shannon | 8 0.08 85.95 Sharkey | 1 0.01 85.96 Sharp | 8 0.08 86.04 Shawnee | 1 0.01 86.05 Shelby | 23 0.23 86.28 Sherburne | 8 0.08 86.36 Sheridan | 1 0.01 86.37 Sherman | 1 0.01 86.38 Shiawassee | 1 0.01 86.39 Shoshone | 1 0.01 86.40 Sibley | 3 0.03 86.43 Sierra | 2 0.02 86.45 Simpson | 8 0.08 86.53 Smith | 8 0.08 86.61 Snyder | 3 0.03 86.64 Solano | 2 0.02 86.66 Somerset | 12 0.12 86.78 Sonoma | 1 0.01 86.79 Spalding | 9 0.09 86.88 Spencer | 3 0.03 86.91 St. Bernard | 5 0.05 86.96 St. Charles | 20 0.20 87.16 St. Clair | 27 0.27 87.43 St. Francis | 8 0.08 87.51 St. Francois | 8 0.08 87.59 St. Helena | 2 0.02 87.61 St. James | 2 0.02 87.63 St. John the Baptist | 3 0.03 87.66 St. Johns | 5 0.05 87.71 St. Joseph | 7 0.07 87.78 St. Landry | 2 0.02 87.80 St. Lawrence | 2 0.02 87.82 St. Louis | 25 0.25 88.07 St. Louis City | 17 0.17 88.24 St. Lucie | 10 0.10 88.34 St. Martin | 2 0.02 88.36 St. Mary | 1 0.01 88.37 St. Mary's | 7 0.07 88.44 St. Tammany | 5 0.05 88.49 Stafford | 1 0.01 88.50 Stanislaus | 1 0.01 88.51 Stanly | 4 0.04 88.55 Stanton | 1 0.01 88.56 Stark | 10 0.10 88.66 Starke | 1 0.01 88.67 Statewide | 44 0.44 89.11 Ste. Genevieve | 8 0.08 89.19 Stearns | 7 0.07 89.26 Steele | 3 0.03 89.29 Stephens | 10 0.10 89.39 Stephenson | 1 0.01 89.40 Steuben | 3 0.03 89.43 Stevens | 4 0.04 89.47 Stewart | 9 0.09 89.56 Stoddard | 8 0.08 89.64 Stokes | 4 0.04 89.68 Stone | 25 0.25 89.93 Suffolk | 15 0.15 90.08 Sullivan | 15 0.15 90.23 Summit | 9 0.09 90.32 Sumner | 1 0.01 90.33 Sumter | 24 0.24 90.57 Sunflower | 1 0.01 90.58 Surry | 3 0.03 90.61 Susquehanna | 3 0.03 90.64 Sussex | 6 0.06 90.70 Sutter | 1 0.01 90.71 Suwannee | 4 0.04 90.75 Swain | 1 0.01 90.76 Swift | 3 0.03 90.79 Switzerland | 1 0.01 90.80 Talbot | 13 0.13 90.93 Taliaferro | 9 0.09 91.02 Talladega | 5 0.05 91.07 Tallahatchie | 1 0.01 91.08 Tallapoosa | 2 0.02 91.10 Taney | 8 0.08 91.18 Tangipahoa | 3 0.03 91.21 Tate | 7 0.07 91.28 Tattnall | 8 0.08 91.36 Taylor | 12 0.12 91.48 Tazewell | 1 0.01 91.49 Telfair | 8 0.08 91.57 Tensas | 2 0.02 91.59 Terrebonne | 2 0.02 91.61 Terrell | 8 0.08 91.69 Texas | 11 0.11 91.80 Thomas | 9 0.09 91.89 Tift | 8 0.08 91.97 Tillman | 1 0.01 91.98 Tioga | 3 0.03 92.01 Tippah | 7 0.07 92.08 Tippecanoe | 1 0.01 92.09 Tipton | 1 0.01 92.10 Tishomingo | 1 0.01 92.11 Todd | 8 0.08 92.19 Tolland | 8 0.08 92.27 Tompkins | 2 0.02 92.29 Toombs | 8 0.08 92.37 Towns | 8 0.08 92.45 Transylvania | 1 0.01 92.46 Traverse | 3 0.03 92.49 Trego | 1 0.01 92.50 Treutlen | 9 0.09 92.59 Trigg | 1 0.01 92.60 Trimble | 2 0.02 92.62 Troup | 8 0.08 92.70 Trumbull | 5 0.05 92.75 Tulare | 1 0.01 92.76 Tulsa | 4 0.04 92.80 Tunica | 9 0.09 92.89 Turner | 8 0.08 92.97 Tuscaloosa | 5 0.05 93.02 Tuscarawas | 2 0.02 93.04 Tuscola | 1 0.01 93.05 Twiggs | 9 0.09 93.14 Twin Falls | 1 0.01 93.15 Tyrrell | 1 0.01 93.16 Ulster | 10 0.10 93.26 Umatilla | 1 0.01 93.27 Union | 51 0.51 93.78 Upson | 10 0.10 93.88 Valencia | 3 0.03 93.91 Van Buren | 10 0.10 94.01 Van Wert | 2 0.02 94.03 Vance | 1 0.01 94.04 Vanderburgh | 1 0.01 94.05 Venango | 2 0.02 94.07 Ventura | 1 0.01 94.08 Vermilion | 4 0.04 94.12 Vermillion | 1 0.01 94.13 Vernon | 9 0.09 94.22 Vigo | 1 0.01 94.23 Vinton | 1 0.01 94.24 Volusia | 11 0.11 94.35 Wabash | 2 0.02 94.37 Wabasha | 4 0.04 94.41 Wabaunsee | 1 0.01 94.42 Wadena | 7 0.07 94.49 Wagoner | 1 0.01 94.50 Wake | 8 0.08 94.58 Wakulla | 4 0.04 94.62 Walker | 14 0.14 94.76 Wallace | 1 0.01 94.77 Walthall | 1 0.01 94.78 Walton | 10 0.10 94.88 Ware | 8 0.08 94.96 Warren | 52 0.52 95.48 Warrick | 1 0.01 95.49 Waseca | 3 0.03 95.52 Washington | 88 0.88 96.40 Washita | 1 0.01 96.41 Washoe | 2 0.02 96.43 Washtenaw | 4 0.04 96.47 Watauga | 1 0.01 96.48 Watonwan | 4 0.04 96.52 Wayne | 40 0.40 96.92 Webster | 24 0.24 97.16 Weld | 4 0.04 97.20 Wells | 3 0.03 97.23 West Baton Rouge | 5 0.05 97.28 West Carroll | 2 0.02 97.30 West Feliciana | 4 0.04 97.34 Westchester | 15 0.15 97.49 Westmoreland | 8 0.08 97.57 Wexford | 1 0.01 97.58 Wheeler | 8 0.08 97.66 White | 18 0.18 97.84 Whiteside | 1 0.01 97.85 Whitfield | 8 0.08 97.93 Whitley | 2 0.02 97.95 Wichita | 1 0.01 97.96 Wilcox | 10 0.10 98.06 Wilkes | 11 0.11 98.17 Wilkin | 5 0.05 98.22 Wilkinson | 9 0.09 98.31 Will | 6 0.06 98.37 Williams | 2 0.02 98.39 Williamson | 1 0.01 98.40 Wilson | 2 0.02 98.42 Windham | 6 0.06 98.48 Winn | 1 0.01 98.49 Winnebago | 1 0.01 98.50 Winneshiek | 3 0.03 98.53 Winona | 4 0.04 98.57 Winston | 9 0.09 98.66 Wolfe | 1 0.01 98.67 Wood | 4 0.04 98.71 Woodbury | 3 0.03 98.74 Woodford | 2 0.02 98.76 Woodruff | 8 0.08 98.84 Woods | 1 0.01 98.85 Woodson | 1 0.01 98.86 Woodward | 1 0.01 98.87 Worcester | 7 0.07 98.94 Worth | 16 0.16 99.10 Wright | 21 0.21 99.31 Wyandot | 1 0.01 99.32 Wyandotte | 4 0.04 99.36 Wyoming | 8 0.08 99.44 Yadkin | 3 0.03 99.47 Yalobusha | 1 0.01 99.48 Yamhill | 1 0.01 99.49 Yancey | 1 0.01 99.50 Yates | 2 0.02 99.52 Yavapai | 4 0.04 99.56 Yazoo | 7 0.07 99.63 Yell | 12 0.12 99.75 Yellow Medicine | 4 0.04 99.79 Yolo | 2 0.02 99.81 York | 14 0.14 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 , 14 Apr 2016