Frequencies for county variable in snp2012 dataset : County | Freq. Percent Cum. ---------------------+----------------------------------- Abbeville | 6 0.08 0.08 Acadia | 2 0.03 0.11 Ada | 1 0.01 0.12 Adair | 3 0.04 0.16 Adams | 13 0.18 0.34 Adjuntas | 14 0.19 0.53 Aguada | 14 0.19 0.72 Aguadilla | 14 0.19 0.91 Aguas Buenas | 14 0.19 1.10 Aibonito | 14 0.19 1.29 Aiken | 2 0.03 1.32 Aitkin | 6 0.08 1.40 Alachua | 1 0.01 1.41 Alamance | 6 0.08 1.49 Alameda | 3 0.04 1.53 Alamosa | 1 0.01 1.55 Albany | 9 0.12 1.67 Alger | 1 0.01 1.68 Allegan | 4 0.05 1.74 Allegany | 2 0.03 1.76 Allegheny | 9 0.12 1.88 Allen | 7 0.09 1.98 Allendale | 5 0.07 2.05 Alpena | 1 0.01 2.06 Amador | 1 0.01 2.07 Anasco | 14 0.19 2.26 Anderson | 14 0.19 2.45 Andrew | 3 0.04 2.49 Andrews | 3 0.04 2.54 Androscoggin | 1 0.01 2.55 Angelina | 4 0.05 2.60 Anne Arundel | 6 0.08 2.68 Anoka | 8 0.11 2.79 Apache | 3 0.04 2.83 Appling | 2 0.03 2.86 Aransas | 5 0.07 2.93 Arapahoe | 4 0.05 2.98 Archer | 3 0.04 3.02 Arecibo | 14 0.19 3.21 Arkansas | 6 0.08 3.29 Armstrong | 7 0.09 3.39 Aroostook | 1 0.01 3.40 Arroyo | 14 0.19 3.59 Ascension | 4 0.05 3.65 Ashland | 1 0.01 3.66 Ashley | 9 0.12 3.78 Ashtabula | 2 0.03 3.81 Assumption | 1 0.01 3.82 Atascosa | 7 0.09 3.92 Atchison | 3 0.04 3.96 Athens | 1 0.01 3.97 Atkinson | 2 0.03 4.00 Atlantic | 4 0.05 4.05 Attala | 2 0.03 4.08 Audrain | 3 0.04 4.12 Auglaize | 2 0.03 4.15 Austin | 3 0.04 4.19 Autauga | 3 0.04 4.23 Bacon | 2 0.03 4.26 Bailey | 3 0.04 4.30 Baker | 3 0.04 4.34 Baldwin | 10 0.14 4.47 Baltimore | 6 0.08 4.56 Baltimore City | 6 0.08 4.64 Bamberg | 2 0.03 4.66 Bandera | 4 0.05 4.72 Banks | 2 0.03 4.75 Bannock | 1 0.01 4.76 Baraga | 1 0.01 4.77 Barceloneta | 14 0.19 4.96 Barnwell | 2 0.03 4.99 Barranquitas | 14 0.19 5.18 Barrow | 6 0.08 5.26 Barry | 4 0.05 5.32 Barton | 3 0.04 5.36 Bartow | 3 0.04 5.40 Bastrop | 3 0.04 5.44 Bates | 3 0.04 5.48 Baxter | 6 0.08 5.56 Bay | 7 0.09 5.65 Bayamon | 14 0.19 5.84 Baylor | 3 0.04 5.88 Beaufort | 3 0.04 5.93 Beauregard | 1 0.01 5.94 Beaver | 5 0.07 6.01 Becker | 5 0.07 6.07 Bedford | 9 0.12 6.20 Bee | 5 0.07 6.26 Bell | 3 0.04 6.31 Belmont | 1 0.01 6.32 Beltrami | 2 0.03 6.35 Ben Hill | 2 0.03 6.37 Benewah | 1 0.01 6.39 Benton | 30 0.41 6.79 Bergen | 5 0.07 6.86 Berkeley | 3 0.04 6.90 Berks | 5 0.07 6.97 Bernalillo | 5 0.07 7.04 Berrien | 2 0.03 7.06 Bexar | 23 0.31 7.38 Bibb | 10 0.14 7.51 Bienville | 1 0.01 7.53 Big Stone | 2 0.03 7.55 Bingham | 1 0.01 7.57 Blaine | 1 0.01 7.58 Blair | 6 0.08 7.66 Blanco | 3 0.04 7.70 Bleckley | 3 0.04 7.74 Bledsoe | 4 0.05 7.80 Blount | 11 0.15 7.95 Blue Earth | 1 0.01 7.96 Boise | 1 0.01 7.97 Bollinger | 3 0.04 8.01 Bonner | 1 0.01 8.03 Bonneville | 1 0.01 8.04 Boone | 12 0.16 8.20 Borden | 3 0.04 8.24 Bosque | 3 0.04 8.28 Bossier | 1 0.01 8.30 Boulder | 4 0.05 8.35 Boundary | 1 0.01 8.37 Bowie | 7 0.09 8.46 Box Elder | 1 0.01 8.47 Bradford | 1 0.01 8.49 Bradley | 12 0.16 8.65 Brantley | 2 0.03 8.68 Brazoria | 13 0.18 8.85 Brazos | 3 0.04 8.89 Brevard | 14 0.19 9.08 Brewster | 3 0.04 9.13 Briscoe | 3 0.04 9.17 Bristol | 4 0.05 9.22 Bristol City | 1 0.01 9.23 Bronx | 37 0.50 9.74 Brooks | 8 0.11 9.84 Broome | 3 0.04 9.88 Broomfield | 4 0.05 9.94 Broward | 29 0.39 10.33 Brown | 15 0.20 10.54 Bryan | 2 0.03 10.56 Buchanan | 4 0.05 10.62 Bucks | 5 0.07 10.68 Bulloch | 2 0.03 10.71 Bullock | 1 0.01 10.73 Buncombe | 2 0.03 10.75 Burke | 2 0.03 10.78 Burleson | 3 0.04 10.82 Burlington | 3 0.04 10.86 Burnet | 3 0.04 10.90 Burt | 1 0.01 10.92 Butler | 13 0.18 11.09 Butts | 3 0.04 11.13 Cabarrus | 6 0.08 11.21 Cabo Rojo | 14 0.19 11.40 Cache | 1 0.01 11.42 Caddo | 1 0.01 11.43 Caguas | 14 0.19 11.62 Calcasieu | 2 0.03 11.65 Caldwell | 8 0.11 11.76 Calhoun | 20 0.27 12.03 Callahan | 3 0.04 12.07 Callaway | 3 0.04 12.11 Calumet | 4 0.05 12.16 Calvert | 1 0.01 12.18 Cambria | 6 0.08 12.26 Camden | 8 0.11 12.37 Cameron | 9 0.12 12.49 Camp | 4 0.05 12.54 Campbell | 6 0.08 12.62 Camuy | 14 0.19 12.81 Candler | 2 0.03 12.84 Cannon | 4 0.05 12.89 Canovanas | 14 0.19 13.08 Canyon | 1 0.01 13.10 Cape Girardeau | 3 0.04 13.14 Cape May | 1 0.01 13.15 Carbon | 2 0.03 13.18 Caribou | 1 0.01 13.19 Carlton | 6 0.08 13.27 Carolina | 14 0.19 13.46 Carroll | 28 0.38 13.84 Carson | 4 0.05 13.90 Carter | 7 0.09 13.99 Carteret | 1 0.01 14.01 Carver | 8 0.11 14.12 Cass | 17 0.23 14.35 Cassia | 1 0.01 14.36 Castro | 3 0.04 14.40 Caswell | 2 0.03 14.43 Catahoula | 1 0.01 14.44 Catano | 14 0.19 14.63 Catawba | 2 0.03 14.66 Catoosa | 3 0.04 14.70 Cattaraugus | 2 0.03 14.73 Cayey | 14 0.19 14.92 Cayuga | 2 0.03 14.94 Cecil | 3 0.04 14.98 Cedar | 10 0.14 15.12 Ceiba | 14 0.19 15.31 Centre | 1 0.01 15.32 Chambers | 9 0.12 15.44 Champaign | 2 0.03 15.47 Chariton | 3 0.04 15.51 Charles | 2 0.03 15.54 Charleston | 3 0.04 15.58 Charlotte | 10 0.14 15.72 Charlton | 2 0.03 15.74 Chatham | 9 0.12 15.86 Chattahoochee | 3 0.04 15.91 Chattooga | 3 0.04 15.95 Chautauqua | 3 0.04 15.99 Cheatham | 4 0.05 16.04 Chelan | 1 0.01 16.05 Chemung | 1 0.01 16.07 Chenango | 2 0.03 16.09 Cherokee | 18 0.24 16.34 Chester | 10 0.14 16.47 Chesterfield | 3 0.04 16.52 Chicot | 3 0.04 16.56 Childress | 3 0.04 16.60 Chilton | 3 0.04 16.64 Chippewa | 4 0.05 16.69 Chisago | 7 0.09 16.79 Christian | 7 0.09 16.88 Ciales | 14 0.19 17.07 Cibola | 2 0.03 17.10 Cidra | 14 0.19 17.29 Citrus | 16 0.22 17.51 Clackamas | 3 0.04 17.55 Claiborne | 10 0.14 17.68 Clallam | 1 0.01 17.69 Clarendon | 5 0.07 17.76 Clarion | 3 0.04 17.80 Clark | 23 0.31 18.12 Clarke | 8 0.11 18.22 Clatsop | 2 0.03 18.25 Clay | 31 0.42 18.67 Clayton | 10 0.14 18.81 Clear Creek | 1 0.01 18.82 Clearfield | 4 0.05 18.87 Clearwater | 2 0.03 18.90 Cleburne | 7 0.09 19.00 Clermont | 5 0.07 19.06 Cleveland | 9 0.12 19.19 Clinch | 2 0.03 19.21 Clinton | 7 0.09 19.31 Coahoma | 2 0.03 19.34 Coamo | 14 0.19 19.53 Cobb | 7 0.09 19.62 Cochise | 3 0.04 19.66 Cochran | 3 0.04 19.70 Cocke | 6 0.08 19.78 Coconino | 3 0.04 19.82 Coffee | 7 0.09 19.92 Coke | 3 0.04 19.96 Cole | 6 0.08 20.04 Coleman | 3 0.04 20.08 Colleton | 3 0.04 20.12 Collier | 7 0.09 20.22 Collin | 15 0.20 20.42 Collingsworth | 3 0.04 20.46 Colorado | 3 0.04 20.50 Colquitt | 2 0.03 20.53 Columbia | 18 0.24 20.77 Columbiana | 1 0.01 20.79 Comal | 7 0.09 20.88 Comanche | 3 0.04 20.92 Comerio | 14 0.19 21.11 Concho | 3 0.04 21.15 Concordia | 1 0.01 21.17 Conejos | 1 0.01 21.18 Contra Costa | 2 0.03 21.21 Conway | 7 0.09 21.30 Cook | 6 0.08 21.38 Cooke | 3 0.04 21.42 Cooper | 3 0.04 21.46 Copiah | 3 0.04 21.51 Corozal | 14 0.19 21.69 Cortland | 1 0.01 21.71 Coryell | 3 0.04 21.75 Coshocton | 1 0.01 21.76 Costilla | 1 0.01 21.78 Cottle | 3 0.04 21.82 Cottonwood | 2 0.03 21.84 Covington | 2 0.03 21.87 Coweta | 5 0.07 21.94 Cowlitz | 1 0.01 21.95 Craighead | 6 0.08 22.03 Crane | 3 0.04 22.07 Crawford | 18 0.24 22.32 Crenshaw | 1 0.01 22.33 Crisp | 2 0.03 22.36 Crittenden | 6 0.08 22.44 Crockett | 7 0.09 22.54 Crosby | 4 0.05 22.59 Cross | 6 0.08 22.67 Crow Wing | 6 0.08 22.75 Culberson | 6 0.08 22.83 Culebra | 14 0.19 23.02 Cullman | 2 0.03 23.05 Cumberland | 14 0.19 23.24 Cuyahoga | 4 0.05 23.29 Dade | 10 0.14 23.43 Dakota | 7 0.09 23.53 Dallam | 3 0.04 23.57 Dallas | 33 0.45 24.01 Dane | 3 0.04 24.05 Darke | 1 0.01 24.07 Darlington | 2 0.03 24.09 Dauphin | 5 0.07 24.16 Davidson | 15 0.20 24.37 Davie | 2 0.03 24.39 Daviess | 3 0.04 24.43 Davis | 2 0.03 24.46 Dawson | 5 0.07 24.53 De Kalb | 3 0.04 24.57 De Soto | 1 0.01 24.58 DeBaca | 2 0.03 24.61 DeKalb | 23 0.31 24.92 DeSoto | 5 0.07 24.99 DeWitt | 3 0.04 25.03 Deaf Smith | 4 0.05 25.08 Decatur | 6 0.08 25.17 Defiance | 2 0.03 25.19 Delaware | 9 0.12 25.32 Delta | 4 0.05 25.37 Dent | 3 0.04 25.41 Denton | 15 0.20 25.61 Denver | 5 0.07 25.68 Desha | 6 0.08 25.76 Dickens | 3 0.04 25.80 Dickenson | 1 0.01 25.82 Dickinson | 1 0.01 25.83 Dickson | 1 0.01 25.84 Dillon | 2 0.03 25.87 Dimmit | 6 0.08 25.95 District of Columbia | 5 0.07 26.02 Dixie | 1 0.01 26.03 Dodge | 10 0.14 26.17 Dona Ana | 3 0.04 26.21 Donley | 3 0.04 26.25 Dooly | 2 0.03 26.28 Dorado | 14 0.19 26.47 Dorchester | 3 0.04 26.51 Dougherty | 2 0.03 26.54 Douglas | 22 0.30 26.83 Drew | 3 0.04 26.87 DuPage | 2 0.03 26.90 Dunklin | 3 0.04 26.94 Dunn | 1 0.01 26.96 Durham | 3 0.04 27.00 Dutchess | 9 0.12 27.12 Duval | 19 0.26 27.38 Dyer | 4 0.05 27.43 Early | 2 0.03 27.46 East Baton Rouge | 5 0.07 27.53 East Carroll | 1 0.01 27.54 East Feliciana | 3 0.04 27.58 Eastland | 3 0.04 27.62 Eau Claire | 1 0.01 27.63 Echols | 2 0.03 27.66 Ector | 3 0.04 27.70 Eddy | 2 0.03 27.73 Edgecombe | 1 0.01 27.74 Edgefield | 2 0.03 27.77 Edwards | 3 0.04 27.81 Effingham | 2 0.03 27.84 El Dorado | 1 0.01 27.85 El Paso | 17 0.23 28.08 Elbert | 4 0.05 28.14 Elk | 1 0.01 28.15 Ellis | 11 0.15 28.30 Elmore | 4 0.05 28.35 Emanuel | 2 0.03 28.38 Erath | 3 0.04 28.42 Erie | 14 0.19 28.61 Escambia | 4 0.05 28.66 Essex | 11 0.15 28.81 Etowah | 2 0.03 28.84 Evans | 3 0.04 28.88 Fairfax | 1 0.01 28.89 Fairfield | 7 0.09 28.99 Fajardo | 14 0.19 29.18 Falls | 3 0.04 29.22 Fannin | 5 0.07 29.29 Faribault | 2 0.03 29.32 Faulkner | 3 0.04 29.36 Fayette | 20 0.27 29.63 Fentress | 1 0.01 29.64 Ferry | 1 0.01 29.65 Fillmore | 2 0.03 29.68 Fisher | 3 0.04 29.72 Flagler | 3 0.04 29.76 Florence | 2 0.03 29.79 Florida | 14 0.19 29.98 Floyd | 7 0.09 30.07 Foard | 3 0.04 30.12 Fond du Lac | 2 0.03 30.14 Forest | 2 0.03 30.17 Forrest | 3 0.04 30.21 Forsyth | 13 0.18 30.39 Fort Bend | 17 0.23 30.62 Franklin | 38 0.52 31.13 Frederick | 1 0.01 31.15 Freeborn | 2 0.03 31.17 Freestone | 4 0.05 31.23 Fremont | 2 0.03 31.25 Fresno | 1 0.01 31.27 Frio | 3 0.04 31.31 Fulton | 28 0.38 31.69 Gadsden | 3 0.04 31.73 Gaines | 3 0.04 31.77 Gallia | 1 0.01 31.78 Galveston | 14 0.19 31.97 Garland | 7 0.09 32.07 Garvin | 1 0.01 32.08 Garza | 4 0.05 32.14 Gasconade | 4 0.05 32.19 Gaston | 2 0.03 32.22 Geauga | 2 0.03 32.24 Gem | 1 0.01 32.26 Genesee | 9 0.12 32.38 Gentry | 3 0.04 32.42 George | 1 0.01 32.43 Georgetown | 2 0.03 32.46 Gibson | 1 0.01 32.47 Gilchrist | 1 0.01 32.49 Giles | 4 0.05 32.54 Gillespie | 3 0.04 32.58 Gilmer | 3 0.04 32.62 Gilpin | 1 0.01 32.64 Glades | 3 0.04 32.68 Glascock | 2 0.03 32.71 Glasscock | 3 0.04 32.75 Gloucester | 3 0.04 32.79 Glynn | 2 0.03 32.81 Gogebic | 1 0.01 32.83 Goliad | 3 0.04 32.87 Gonzales | 3 0.04 32.91 Goodhue | 2 0.03 32.94 Gooding | 1 0.01 32.95 Gordon | 3 0.04 32.99 Grady | 2 0.03 33.02 Graham | 1 0.01 33.03 Grainger | 6 0.08 33.11 Grant | 16 0.22 33.33 Granville | 1 0.01 33.34 Gray | 3 0.04 33.38 Grays Harbor | 1 0.01 33.40 Grayson | 4 0.05 33.45 Green | 2 0.03 33.48 Green Lake | 2 0.03 33.51 Greene | 34 0.46 33.97 Greenlee | 1 0.01 33.98 Greenville | 9 0.12 34.10 Greenwood | 6 0.08 34.18 Gregg | 4 0.05 34.24 Grenada | 1 0.01 34.25 Grimes | 3 0.04 34.29 Grundy | 7 0.09 34.39 Guadalupe | 12 0.16 34.55 Guanica | 14 0.19 34.74 Guayama | 14 0.19 34.93 Guayanilla | 14 0.19 35.12 Guaynabo | 14 0.19 35.31 Guernsey | 1 0.01 35.32 Guilford | 7 0.09 35.42 Gulf | 3 0.04 35.46 Gurabo | 14 0.19 35.65 Gwinnett | 12 0.16 35.81 Habersham | 2 0.03 35.84 Hale | 4 0.05 35.89 Hall | 6 0.08 35.97 Hamblen | 6 0.08 36.05 Hamilton | 22 0.30 36.35 Hampden | 4 0.05 36.41 Hampshire | 1 0.01 36.42 Hampton | 2 0.03 36.45 Hancock | 16 0.22 36.66 Hanover | 1 0.01 36.68 Hansford | 3 0.04 36.72 Haralson | 2 0.03 36.75 Hardee | 1 0.01 36.76 Hardeman | 6 0.08 36.84 Hardin | 11 0.15 36.99 Harford | 5 0.07 37.06 Harris | 25 0.34 37.40 Harrison | 9 0.12 37.52 Hart | 2 0.03 37.55 Hartford | 2 0.03 37.57 Hartley | 3 0.04 37.61 Haskell | 3 0.04 37.65 Hatillo | 14 0.19 37.84 Hawaii | 3 0.04 37.88 Hawkins | 6 0.08 37.97 Hays | 5 0.07 38.03 Haywood | 6 0.08 38.12 Heard | 2 0.03 38.14 Hemphill | 3 0.04 38.18 Hempstead | 4 0.05 38.24 Henderson | 10 0.14 38.37 Hendricks | 2 0.03 38.40 Hendry | 1 0.01 38.41 Hennepin | 8 0.11 38.52 Henrico | 1 0.01 38.54 Henry | 20 0.27 38.81 Herkimer | 3 0.04 38.85 Hernando | 22 0.30 39.15 Hickman | 6 0.08 39.23 Hickory | 6 0.08 39.31 Hidalgo | 6 0.08 39.39 Highland | 1 0.01 39.40 Highlands | 3 0.04 39.44 Hill | 4 0.05 39.50 Hillsborough | 34 0.46 39.96 Hillsdale | 1 0.01 39.97 Hinds | 3 0.04 40.01 Hocking | 1 0.01 40.03 Hockley | 4 0.05 40.08 Holmes | 4 0.05 40.14 Holt | 3 0.04 40.18 Honolulu | 4 0.05 40.23 Hood | 9 0.12 40.35 Hopkins | 4 0.05 40.41 Hormigueros | 14 0.19 40.60 Horry | 2 0.03 40.62 Hot Spring | 7 0.09 40.72 Houghton | 1 0.01 40.73 Houston | 13 0.18 40.91 Howard | 16 0.22 41.13 Howell | 3 0.04 41.17 Hubbard | 2 0.03 41.19 Hudson | 6 0.08 41.27 Hudspeth | 6 0.08 41.36 Humacao | 14 0.19 41.55 Humphreys | 4 0.05 41.60 Hunt | 6 0.08 41.68 Hunterdon | 1 0.01 41.69 Huntingdon | 2 0.03 41.72 Huntington | 3 0.04 41.76 Huron | 2 0.03 41.79 Hutchinson | 3 0.04 41.83 Iberia | 1 0.01 41.84 Iberville | 3 0.04 41.88 Independence | 7 0.09 41.98 Indian River | 10 0.14 42.12 Indiana | 3 0.04 42.16 Iowa | 3 0.04 42.20 Iredell | 1 0.01 42.21 Irion | 3 0.04 42.25 Iron | 5 0.07 42.32 Irwin | 2 0.03 42.35 Isabela | 14 0.19 42.54 Isanti | 6 0.08 42.62 Island | 1 0.01 42.63 Issaquena | 1 0.01 42.64 Itasca | 1 0.01 42.66 Izard | 4 0.05 42.71 Jack | 3 0.04 42.75 Jackson | 33 0.45 43.20 Jasper | 13 0.18 43.38 Jay | 3 0.04 43.42 Jayuya | 14 0.19 43.61 Jeff Davis | 5 0.07 43.67 Jefferson | 55 0.75 44.42 Jefferson Davis | 2 0.03 44.45 Jenkins | 2 0.03 44.47 Jerome | 1 0.01 44.49 Jim Hogg | 6 0.08 44.57 Jim Wells | 5 0.07 44.64 Johnson | 31 0.42 45.06 Johnston | 1 0.01 45.07 Jones | 14 0.19 45.26 Josephine | 2 0.03 45.29 Juana Diaz | 14 0.19 45.48 Juncos | 14 0.19 45.67 Juniata | 2 0.03 45.69 Kalamazoo | 6 0.08 45.78 Kalawao | 2 0.03 45.80 Kanabec | 2 0.03 45.83 Kanawha | 1 0.01 45.84 Kandiyohi | 2 0.03 45.87 Kane | 2 0.03 45.90 Karnes | 3 0.04 45.94 Kauai | 3 0.04 45.98 Kaufman | 9 0.12 46.10 Kemper | 2 0.03 46.13 Kendall | 6 0.08 46.21 Kenedy | 6 0.08 46.29 Kennebec | 1 0.01 46.31 Kenosha | 4 0.05 46.36 Kent | 15 0.20 46.56 Kern | 4 0.05 46.62 Kerr | 3 0.04 46.66 Kershaw | 4 0.05 46.71 Kewaunee | 1 0.01 46.73 Keweenaw | 1 0.01 46.74 Kimble | 3 0.04 46.78 King | 8 0.11 46.89 Kings | 37 0.50 47.39 Kinney | 3 0.04 47.43 Kitsap | 2 0.03 47.46 Kittson | 2 0.03 47.48 Klamath | 1 0.01 47.50 Kleberg | 9 0.12 47.62 Knox | 16 0.22 47.84 Koochiching | 5 0.07 47.91 Kootenai | 1 0.01 47.92 Kosciusko | 4 0.05 47.97 La Crosse | 2 0.03 48.00 La Paz | 1 0.01 48.01 La Salle | 3 0.04 48.05 Lac qui Parle | 2 0.03 48.08 Lackawanna | 4 0.05 48.14 Laclede | 4 0.05 48.19 Lafayette | 13 0.18 48.37 Lafourche | 2 0.03 48.39 Lagrange | 3 0.04 48.43 Lajas | 14 0.19 48.62 Lake | 31 0.42 49.04 Lake of the Woods | 1 0.01 49.06 Lamar | 10 0.14 49.19 Lamb | 4 0.05 49.25 Lampasas | 3 0.04 49.29 Lancaster | 9 0.12 49.41 Lane | 4 0.05 49.46 Langlade | 1 0.01 49.48 Lanier | 2 0.03 49.51 Lares | 14 0.19 49.69 Larimer | 3 0.04 49.74 Las Marias | 14 0.19 49.93 Las Piedras | 14 0.19 50.12 Latah | 1 0.01 50.13 Lauderdale | 6 0.08 50.21 Laurens | 6 0.08 50.29 Lavaca | 3 0.04 50.33 Lawrence | 22 0.30 50.63 Le Sueur | 2 0.03 50.66 Leake | 2 0.03 50.68 Lebanon | 3 0.04 50.73 Lee | 24 0.33 51.05 Lehigh | 4 0.05 51.11 Lenawee | 1 0.01 51.12 Lenoir | 1 0.01 51.13 Leon | 6 0.08 51.21 Levy | 1 0.01 51.23 Lewis | 9 0.12 51.35 Lexington | 5 0.07 51.42 Liberty | 15 0.20 51.62 Licking | 1 0.01 51.63 Limestone | 4 0.05 51.69 Lincoln | 23 0.31 52.00 Linn | 4 0.05 52.05 Lipscomb | 3 0.04 52.09 Litchfield | 1 0.01 52.11 Little River | 4 0.05 52.16 Live Oak | 3 0.04 52.20 Livingston | 9 0.12 52.33 Llano | 3 0.04 52.37 Logan | 12 0.16 52.53 Loiza | 14 0.19 52.72 Long | 2 0.03 52.75 Lonoke | 10 0.14 52.88 Lorain | 4 0.05 52.94 Los Angeles | 22 0.30 53.23 Loudon | 7 0.09 53.33 Love | 1 0.01 53.34 Loving | 3 0.04 53.38 Lowndes | 7 0.09 53.48 Lubbock | 4 0.05 53.53 Lucas | 4 0.05 53.59 Luce | 1 0.01 53.60 Lumpkin | 2 0.03 53.63 Luna | 1 0.01 53.64 Luquillo | 14 0.19 53.83 Luzerne | 3 0.04 53.87 Lycoming | 2 0.03 53.90 Lynn | 4 0.05 53.95 Lyon | 2 0.03 53.98 Mackinac | 1 0.01 53.99 Macomb | 9 0.12 54.12 Macon | 12 0.16 54.28 Madera | 1 0.01 54.29 Madison | 41 0.56 54.85 Mahnomen | 5 0.07 54.92 Mahoning | 3 0.04 54.96 Manatee | 21 0.28 55.24 Manati | 14 0.19 55.43 Manitowoc | 5 0.07 55.50 Marathon | 1 0.01 55.51 Maricao | 14 0.19 55.70 Maricopa | 18 0.24 55.95 Maries | 3 0.04 55.99 Marin | 1 0.01 56.00 Marion | 46 0.62 56.62 Mariposa | 1 0.01 56.64 Marlboro | 2 0.03 56.66 Marquette | 2 0.03 56.69 Marshall | 9 0.12 56.81 Martin | 17 0.23 57.04 Mason | 4 0.05 57.10 Matagorda | 3 0.04 57.14 Maui | 3 0.04 57.18 Maunabo | 14 0.19 57.37 Maury | 6 0.08 57.45 Maverick | 3 0.04 57.49 Mayaguez | 14 0.19 57.68 McClain | 1 0.01 57.69 McCormick | 6 0.08 57.78 McCulloch | 3 0.04 57.82 McDonald | 4 0.05 57.87 McDuffie | 3 0.04 57.91 McIntosh | 2 0.03 57.94 McKean | 1 0.01 57.95 McLennan | 3 0.04 57.99 McLeod | 2 0.03 58.02 McMinn | 6 0.08 58.10 McMullen | 3 0.04 58.14 McNairy | 4 0.05 58.20 Mecklenburg | 7 0.09 58.29 Medina | 7 0.09 58.39 Meeker | 2 0.03 58.41 Meigs | 7 0.09 58.51 Menard | 3 0.04 58.55 Menominee | 1 0.01 58.56 Mercer | 12 0.16 58.73 Meriwether | 2 0.03 58.75 Miami | 2 0.03 58.78 Miami-Dade | 34 0.46 59.24 Middlesex | 10 0.14 59.38 Midland | 3 0.04 59.42 Mifflin | 2 0.03 59.44 Milam | 3 0.04 59.48 Mille Lacs | 6 0.08 59.57 Miller | 12 0.16 59.73 Mills | 3 0.04 59.77 Milwaukee | 8 0.11 59.88 Mineral | 1 0.01 59.89 Minidoka | 1 0.01 59.91 Mississippi | 9 0.12 60.03 Mitchell | 5 0.07 60.09 Mobile | 5 0.07 60.16 Moca | 14 0.19 60.35 Mohave | 2 0.03 60.38 Moniteau | 3 0.04 60.42 Monmouth | 4 0.05 60.47 Monroe | 29 0.39 60.87 Montague | 3 0.04 60.91 Montcalm | 1 0.01 60.92 Montgomery | 57 0.77 61.69 Montour | 2 0.03 61.72 Moore | 8 0.11 61.83 Mora | 2 0.03 61.86 Morehouse | 1 0.01 61.87 Morgan | 18 0.24 62.12 Morovis | 14 0.19 62.31 Morris | 6 0.08 62.39 Morrison | 8 0.11 62.49 Morrow | 3 0.04 62.54 Motley | 3 0.04 62.58 Mower | 2 0.03 62.60 Multnomah | 3 0.04 62.64 Murray | 5 0.07 62.71 Muscogee | 8 0.11 62.82 Muskegon | 4 0.05 62.87 Muskingum | 1 0.01 62.89 Nacogdoches | 4 0.05 62.94 Naguabo | 14 0.19 63.13 Napa | 2 0.03 63.16 Naranjito | 14 0.19 63.35 Nassau | 16 0.22 63.57 Navajo | 3 0.04 63.61 Navarro | 7 0.09 63.70 Neshoba | 1 0.01 63.72 Nevada | 4 0.05 63.77 New Castle | 5 0.07 63.84 New Haven | 2 0.03 63.86 New Madrid | 3 0.04 63.91 New York | 36 0.49 64.39 Newberry | 7 0.09 64.49 Newton | 21 0.28 64.77 Nez Perce | 1 0.01 64.79 Niagara | 5 0.07 64.85 Nicollet | 2 0.03 64.88 Noble | 4 0.05 64.94 Nobles | 2 0.03 64.96 Nodaway | 3 0.04 65.00 Nolan | 3 0.04 65.04 Norfolk | 5 0.07 65.11 Norman | 6 0.08 65.19 Northampton | 4 0.05 65.25 Northumberland | 3 0.04 65.29 Norton City | 1 0.01 65.30 Nueces | 10 0.14 65.44 Nye | 2 0.03 65.46 Oakland | 10 0.14 65.60 Obion | 4 0.05 65.65 Ocean | 3 0.04 65.69 Ochiltree | 3 0.04 65.74 Oconee | 11 0.15 65.88 Oconto | 1 0.01 65.90 Oglethorpe | 3 0.04 65.94 Okaloosa | 3 0.04 65.98 Okanogan | 1 0.01 65.99 Okeechobee | 3 0.04 66.03 Oklahoma | 1 0.01 66.05 Oldham | 4 0.05 66.10 Olmsted | 2 0.03 66.13 Oneida | 6 0.08 66.21 Onondaga | 8 0.11 66.32 Onslow | 1 0.01 66.33 Ontario | 1 0.01 66.35 Ontonagon | 1 0.01 66.36 Orange | 58 0.79 67.15 Orangeburg | 5 0.07 67.21 Oregon | 3 0.04 67.25 Orleans | 7 0.09 67.35 Orocovis | 14 0.19 67.54 Osage | 3 0.04 67.58 Osceola | 22 0.30 67.88 Oswego | 3 0.04 67.92 Otero | 1 0.01 67.93 Otoe | 1 0.01 67.95 Otsego | 1 0.01 67.96 Ottawa | 1 0.01 67.97 Otter Tail | 6 0.08 68.05 Ouachita | 11 0.15 68.20 Outagamie | 6 0.08 68.28 Overton | 4 0.05 68.34 Owyhee | 1 0.01 68.35 Oxford | 1 0.01 68.37 Ozark | 6 0.08 68.45 Ozaukee | 8 0.11 68.56 Palm Beach | 23 0.31 68.87 Palo Pinto | 3 0.04 68.91 Pamlico | 1 0.01 68.92 Panola | 6 0.08 69.00 Park | 1 0.01 69.02 Parker | 5 0.07 69.08 Parmer | 3 0.04 69.13 Pasco | 29 0.39 69.52 Passaic | 5 0.07 69.59 Patillas | 14 0.19 69.78 Paulding | 5 0.07 69.84 Payette | 1 0.01 69.86 Peach | 2 0.03 69.88 Pearl River | 1 0.01 69.90 Pecos | 3 0.04 69.94 Pemiscot | 3 0.04 69.98 Pend Oreille | 1 0.01 69.99 Pender | 1 0.01 70.01 Pennington | 2 0.03 70.03 Penobscot | 1 0.01 70.05 Penuelas | 14 0.19 70.24 Peoria | 2 0.03 70.26 Perry | 18 0.24 70.51 Person | 1 0.01 70.52 Pettis | 3 0.04 70.56 Phelps | 3 0.04 70.60 Philadelphia | 6 0.08 70.68 Phillips | 6 0.08 70.77 Pickaway | 2 0.03 70.79 Pickens | 9 0.12 70.92 Pickett | 4 0.05 70.97 Pierce | 8 0.11 71.08 Pike | 22 0.30 71.38 Pima | 14 0.19 71.57 Pinal | 12 0.16 71.73 Pinal (Partial) | 1 0.01 71.74 Pine | 6 0.08 71.82 Pinellas | 31 0.42 72.24 Pipestone | 2 0.03 72.27 Piscataquis | 1 0.01 72.28 Pitt | 1 0.01 72.30 Placer | 1 0.01 72.31 Plaquemines | 3 0.04 72.35 Platte | 3 0.04 72.39 Plymouth | 4 0.05 72.45 Poinsett | 6 0.08 72.53 Pointe Coupee | 3 0.04 72.57 Polk | 61 0.83 73.40 Ponce | 14 0.19 73.59 Pope | 6 0.08 73.67 Portage | 3 0.04 73.71 Pottawattamie | 3 0.04 73.75 Potter | 5 0.07 73.82 Power | 1 0.01 73.83 Prairie | 6 0.08 73.91 Preble | 2 0.03 73.94 Prentiss | 2 0.03 73.97 Presidio | 6 0.08 74.05 Prince George's | 6 0.08 74.13 Providence | 1 0.01 74.14 Pueblo | 2 0.03 74.17 Pulaski | 16 0.22 74.39 Putnam | 13 0.18 74.56 Quebradillas | 14 0.19 74.75 Queen Anne's | 1 0.01 74.77 Queens | 36 0.49 75.25 Quitman | 3 0.04 75.29 Rabun | 3 0.04 75.34 Racine | 8 0.11 75.44 Rains | 3 0.04 75.48 Ralls | 3 0.04 75.53 Ramsey | 7 0.09 75.62 Randall | 4 0.05 75.67 Randolph | 14 0.19 75.86 Rankin | 3 0.04 75.91 Rapides | 3 0.04 75.95 Ray | 3 0.04 75.99 Reagan | 3 0.04 76.03 Real | 3 0.04 76.07 Red Lake | 2 0.03 76.09 Red River | 8 0.11 76.20 Redwood | 2 0.03 76.23 Reeves | 3 0.04 76.27 Refugio | 3 0.04 76.31 Rensselaer | 9 0.12 76.43 Renville | 2 0.03 76.46 Reynolds | 3 0.04 76.50 Rhea | 6 0.08 76.58 Rice | 6 0.08 76.66 Richland | 8 0.11 76.77 Richmond | 36 0.49 77.26 Richmond City | 1 0.01 77.27 Rincon | 14 0.19 77.46 Rio Grande | 15 0.20 77.67 Ripley | 3 0.04 77.71 Riverside | 14 0.19 77.90 Roane | 7 0.09 77.99 Roberts | 3 0.04 78.03 Robertson | 5 0.07 78.10 Rock | 3 0.04 78.14 Rockdale | 8 0.11 78.25 Rockingham | 3 0.04 78.29 Rockland | 6 0.08 78.37 Rockwall | 7 0.09 78.47 Roseau | 2 0.03 78.49 Ross | 1 0.01 78.51 Rowan | 3 0.04 78.55 Runnels | 3 0.04 78.59 Rusk | 4 0.05 78.64 Russell | 2 0.03 78.67 Rutherford | 7 0.09 78.77 Sabana Grande | 14 0.19 78.96 Sabine | 4 0.05 79.01 Sacramento | 2 0.03 79.04 Sagadahoc | 1 0.01 79.05 Saginaw | 6 0.08 79.13 Saguache | 1 0.01 79.15 Salem | 1 0.01 79.16 Salinas | 14 0.19 79.35 Saline | 10 0.14 79.48 Salt Lake | 2 0.03 79.51 Saluda | 4 0.05 79.57 Sampson | 1 0.01 79.58 San Augustine | 4 0.05 79.63 San Bernardino | 19 0.26 79.89 San Diego | 5 0.07 79.96 San Francisco | 3 0.04 80.00 San German | 14 0.19 80.19 San Jacinto | 5 0.07 80.26 San Joaquin | 2 0.03 80.28 San Juan | 14 0.19 80.47 San Lorenzo | 14 0.19 80.66 San Mateo | 2 0.03 80.69 San Patricio | 6 0.08 80.77 San Saba | 3 0.04 80.81 San Sebastian | 14 0.19 81.00 Sandoval | 2 0.03 81.03 Sandusky | 2 0.03 81.06 Santa Clara | 5 0.07 81.13 Santa Cruz | 6 0.08 81.21 Santa Fe | 2 0.03 81.23 Santa Isabel | 14 0.19 81.42 Santa Rosa | 4 0.05 81.48 Sarasota | 16 0.22 81.69 Saratoga | 5 0.07 81.76 Sarpy | 1 0.01 81.78 Sauk | 1 0.01 81.79 Schenectady | 9 0.12 81.91 Schleicher | 3 0.04 81.95 Schley | 3 0.04 81.99 Schoharie | 1 0.01 82.01 Schoolcraft | 1 0.01 82.02 Schuyler | 6 0.08 82.10 Schuylkill | 4 0.05 82.16 Scioto | 1 0.01 82.17 Scotland | 3 0.04 82.21 Scott | 25 0.34 82.55 Screven | 2 0.03 82.58 Scurry | 3 0.04 82.62 Searcy | 6 0.08 82.70 Sebastian | 10 0.14 82.83 Seminole | 24 0.33 83.16 Seneca | 3 0.04 83.20 Sequatchie | 4 0.05 83.25 Sevier | 11 0.15 83.40 Shackelford | 3 0.04 83.44 Shannon | 3 0.04 83.48 Sharkey | 1 0.01 83.50 Sharp | 7 0.09 83.59 Shawano | 2 0.03 83.62 Sheboygan | 4 0.05 83.67 Shelby | 21 0.28 83.96 Sherburne | 7 0.09 84.05 Sherman | 3 0.04 84.09 Shoshone | 1 0.01 84.11 Sibley | 2 0.03 84.14 Sierra | 3 0.04 84.18 Simpson | 2 0.03 84.20 Skagit | 1 0.01 84.22 Smith | 14 0.19 84.41 Smyth | 1 0.01 84.42 Snohomish | 4 0.05 84.47 Snyder | 2 0.03 84.50 Socorro | 3 0.04 84.54 Solano | 2 0.03 84.57 Somerset | 9 0.12 84.69 Somervell | 3 0.04 84.73 Sonoma | 1 0.01 84.75 Spalding | 4 0.05 84.80 Spartanburg | 9 0.12 84.92 Spokane | 5 0.07 84.99 St. Bernard | 4 0.05 85.04 St. Charles | 11 0.15 85.19 St. Clair | 10 0.14 85.33 St. Croix | 1 0.01 85.34 St. Francis | 6 0.08 85.42 St. Francois | 3 0.04 85.46 St. Helena | 2 0.03 85.49 St. James | 2 0.03 85.52 St. John the Baptist | 3 0.04 85.56 St. Johns | 1 0.01 85.57 St. Joseph | 2 0.03 85.60 St. Landry | 2 0.03 85.63 St. Lawrence | 1 0.01 85.64 St. Louis | 14 0.19 85.83 St. Louis City | 5 0.07 85.90 St. Lucie | 15 0.20 86.10 St. Martin | 2 0.03 86.13 St. Mary's | 1 0.01 86.14 St. Tammany | 4 0.05 86.20 Stanislaus | 4 0.05 86.25 Stanly | 4 0.05 86.31 Stark | 4 0.05 86.36 Starr | 3 0.04 86.40 Ste. Genevieve | 3 0.04 86.44 Stearns | 7 0.09 86.54 Steele | 2 0.03 86.56 Stephens | 7 0.09 86.66 Sterling | 3 0.04 86.70 Steuben | 1 0.01 86.71 Stevens | 4 0.05 86.77 Stewart | 7 0.09 86.86 Stoddard | 3 0.04 86.90 Stokes | 2 0.03 86.93 Stone | 13 0.18 87.11 Stonewall | 3 0.04 87.15 Suffolk | 14 0.19 87.34 Sullivan | 12 0.16 87.50 Summit | 4 0.05 87.55 Sumner | 5 0.07 87.62 Sumter | 23 0.31 87.93 Sunflower | 2 0.03 87.96 Surry | 1 0.01 87.97 Susquehanna | 2 0.03 88.00 Sussex | 6 0.08 88.08 Sutter | 1 0.01 88.09 Sutton | 3 0.04 88.14 Suwannee | 1 0.01 88.15 Swift | 2 0.03 88.18 Swisher | 3 0.04 88.22 Talbot | 4 0.05 88.27 Taliaferro | 2 0.03 88.30 Talladega | 3 0.04 88.34 Taney | 4 0.05 88.39 Tangipahoa | 1 0.01 88.41 Tarrant | 21 0.28 88.69 Tate | 2 0.03 88.72 Tattnall | 2 0.03 88.75 Taylor | 12 0.16 88.91 Tazewell | 3 0.04 88.95 Telfair | 2 0.03 88.98 Tensas | 1 0.01 88.99 Terrebonne | 3 0.04 89.03 Terrell | 5 0.07 89.10 Terry | 4 0.05 89.15 Texas | 3 0.04 89.19 Thomas | 2 0.03 89.22 Throckmorton | 3 0.04 89.26 Thurston | 1 0.01 89.27 Tift | 2 0.03 89.30 Tioga | 1 0.01 89.32 Tippah | 2 0.03 89.34 Tipton | 6 0.08 89.42 Titus | 7 0.09 89.52 Toa Alta | 14 0.19 89.71 Toa Baja | 14 0.19 89.90 Todd | 8 0.11 90.01 Tolland | 2 0.03 90.03 Tom Green | 3 0.04 90.07 Tompkins | 1 0.01 90.09 Tooele | 1 0.01 90.10 Toombs | 2 0.03 90.13 Torrance | 3 0.04 90.17 Towns | 2 0.03 90.20 Traverse | 2 0.03 90.22 Travis | 10 0.14 90.36 Trempealeau | 2 0.03 90.39 Treutlen | 3 0.04 90.43 Trinity | 4 0.05 90.48 Troup | 2 0.03 90.51 Trousdale | 5 0.07 90.58 Trujillo Alto | 14 0.19 90.77 Trumbull | 3 0.04 90.81 Tulare | 1 0.01 90.82 Tunica | 2 0.03 90.85 Turner | 2 0.03 90.87 Tuscaloosa | 1 0.01 90.89 Tuscarawas | 2 0.03 90.92 Twiggs | 3 0.04 90.96 Twin Falls | 1 0.01 90.97 Tyler | 4 0.05 91.02 Ulster | 7 0.09 91.12 Umatilla | 1 0.01 91.13 Unicoi | 6 0.08 91.21 Union | 34 0.46 91.67 Upshur | 4 0.05 91.73 Upson | 3 0.04 91.77 Upton | 3 0.04 91.81 Utah | 2 0.03 91.84 Utuado | 14 0.19 92.03 Uvalde | 3 0.04 92.07 Val Verde | 3 0.04 92.11 Valencia | 2 0.03 92.14 Valley | 1 0.01 92.15 Van Buren | 8 0.11 92.26 Van Wert | 2 0.03 92.28 Van Zandt | 7 0.09 92.38 Vega Alta | 14 0.19 92.57 Vega Baja | 14 0.19 92.76 Venango | 3 0.04 92.80 Ventura | 1 0.01 92.81 Vermilion | 2 0.03 92.84 Vernon | 8 0.11 92.95 Victoria | 3 0.04 92.99 Vieques | 14 0.19 93.18 Villalba | 14 0.19 93.37 Vinton | 1 0.01 93.38 Volusia | 15 0.20 93.59 Wabash | 3 0.04 93.63 Wabasha | 3 0.04 93.67 Wadena | 8 0.11 93.78 Wake | 4 0.05 93.83 Wakulla | 3 0.04 93.87 Waldo | 1 0.01 93.88 Walker | 12 0.16 94.05 Walla Walla | 1 0.01 94.06 Waller | 5 0.07 94.13 Walthall | 2 0.03 94.16 Walton | 3 0.04 94.20 Walworth | 4 0.05 94.25 Ward | 3 0.04 94.29 Ware | 2 0.03 94.32 Warren | 24 0.33 94.64 Waseca | 2 0.03 94.67 Washington | 69 0.94 95.61 Washtenaw | 4 0.05 95.66 Watonwan | 2 0.03 95.69 Waukesha | 7 0.09 95.78 Waupaca | 6 0.08 95.86 Waushara | 2 0.03 95.89 Wayne | 29 0.39 96.28 Weakley | 4 0.05 96.34 Webb | 3 0.04 96.38 Weber | 2 0.03 96.41 Webster | 11 0.15 96.56 Weld | 4 0.05 96.61 Wells | 1 0.01 96.62 West Baton Rouge | 5 0.07 96.69 West Carroll | 1 0.01 96.71 West Feliciana | 3 0.04 96.75 Westchester | 14 0.19 96.94 Westmoreland | 8 0.11 97.04 Wharton | 3 0.04 97.08 Whatcom | 3 0.04 97.13 Wheeler | 5 0.07 97.19 White | 10 0.14 97.33 Whitfield | 2 0.03 97.36 Whitman | 1 0.01 97.37 Wichita | 3 0.04 97.41 Wilbarger | 3 0.04 97.45 Wilcox | 2 0.03 97.48 Wilkes | 3 0.04 97.52 Wilkin | 5 0.07 97.59 Wilkinson | 2 0.03 97.61 Will | 2 0.03 97.64 Willacy | 5 0.07 97.71 Williams | 2 0.03 97.74 Williamsburg | 2 0.03 97.76 Williamson | 13 0.18 97.94 Wilson | 13 0.18 98.12 Windham | 1 0.01 98.13 Winkler | 3 0.04 98.17 Winnebago | 4 0.05 98.22 Winona | 2 0.03 98.25 Winston | 2 0.03 98.28 Wise | 6 0.08 98.36 Wood | 9 0.12 98.48 Woodruff | 6 0.08 98.56 Worcester | 4 0.05 98.62 Worth | 5 0.07 98.68 Wright | 11 0.15 98.83 Wyandot | 1 0.01 98.85 Wyandotte | 1 0.01 98.86 Wyoming | 5 0.07 98.93 Wythe | 1 0.01 98.94 Yabucoa | 14 0.19 99.13 Yadkin | 2 0.03 99.16 Yakima | 2 0.03 99.19 Yalobusha | 2 0.03 99.21 Yates | 1 0.01 99.23 Yauco | 14 0.19 99.42 Yavapai | 1 0.01 99.43 Yazoo | 2 0.03 99.46 Yell | 7 0.09 99.55 Yellow Medicine | 2 0.03 99.58 Yoakum | 3 0.04 99.62 Yolo | 2 0.03 99.65 York | 11 0.15 99.80 Young | 3 0.04 99.84 Yuba | 1 0.01 99.85 Yuma | 2 0.03 99.88 Zapata | 3 0.04 99.92 Zavala | 6 0.08 100.00 ---------------------+----------------------------------- Total | 7,375 100.00 by Jean Roth , jroth@nber.org , 14 Apr 2016