Frequencies for first 10,000 rows of county variable in planreporta_to_m2013 dataset : County | Freq. Percent Cum. ----------------------+----------------------------------- | 1 0.01 0.01 (All Counties) | 351 3.51 3.52 Ada | 17 0.17 3.69 Adams | 63 0.63 4.32 Alachua | 14 0.14 4.46 Alameda | 21 0.21 4.67 Alamosa | 9 0.09 4.76 Alexander | 5 0.05 4.81 Allen | 23 0.23 5.04 Alpine | 3 0.03 5.07 Amador | 4 0.04 5.11 Apache | 9 0.09 5.20 Appling | 16 0.16 5.36 Arapahoe | 26 0.26 5.62 Archuleta | 6 0.06 5.68 Arkansas | 15 0.15 5.83 Ashley | 23 0.23 6.06 Atkinson | 16 0.16 6.22 Autauga | 18 0.18 6.40 Baca | 2 0.02 6.42 Bacon | 16 0.16 6.58 Baker | 18 0.18 6.76 Baldwin | 36 0.36 7.12 Banks | 15 0.15 7.27 Bannock | 13 0.13 7.40 Barbour | 2 0.02 7.42 Barrow | 21 0.21 7.63 Bartholomew | 7 0.07 7.70 Bartow | 14 0.14 7.84 Baxter | 19 0.19 8.03 Bay | 15 0.15 8.18 Bear Lake | 2 0.02 8.20 Ben Hill | 16 0.16 8.36 Benewah | 9 0.09 8.45 Bent | 4 0.04 8.49 Benton | 39 0.39 8.88 Berrien | 10 0.10 8.98 Bibb | 37 0.37 9.35 Bingham | 11 0.11 9.46 Blackford | 16 0.16 9.62 Blaine | 8 0.08 9.70 Bleckley | 16 0.16 9.86 Blount | 14 0.14 10.00 Boise | 13 0.13 10.13 Bond | 13 0.13 10.26 Bonner | 9 0.09 10.35 Bonneville | 13 0.13 10.48 Boone | 42 0.42 10.90 Boulder | 22 0.22 11.12 Boundary | 12 0.12 11.24 Bradford | 9 0.09 11.33 Bradley | 22 0.22 11.55 Brantley | 10 0.10 11.65 Brevard | 43 0.43 12.08 Brooks | 10 0.10 12.18 Broomfield | 26 0.26 12.44 Broward | 89 0.89 13.33 Brown | 30 0.30 13.63 Bryan | 22 0.22 13.85 Bulloch | 10 0.10 13.95 Bullock | 11 0.11 14.06 Bureau | 14 0.14 14.20 Burke | 18 0.18 14.38 Butler | 2 0.02 14.40 Butte | 5 0.05 14.45 Butts | 19 0.19 14.64 Calaveras | 3 0.03 14.67 Calhoun | 66 0.66 15.33 Camas | 3 0.03 15.36 Camden | 10 0.10 15.46 Candler | 17 0.17 15.63 Canyon | 17 0.17 15.80 Caribou | 7 0.07 15.87 Carroll | 60 0.60 16.47 Cass | 20 0.20 16.67 Cassia | 6 0.06 16.73 Catoosa | 13 0.13 16.86 Chaffee | 7 0.07 16.93 Chambers | 8 0.08 17.01 Champaign | 9 0.09 17.10 Charlotte | 41 0.41 17.51 Charlton | 9 0.09 17.60 Chatham | 30 0.30 17.90 Chattahoochee | 21 0.21 18.11 Chattooga | 18 0.18 18.29 Cherokee | 41 0.41 18.70 Cheyenne | 4 0.04 18.74 Chicot | 18 0.18 18.92 Chilton | 17 0.17 19.09 Choctaw | 2 0.02 19.11 Christian | 11 0.11 19.22 Citrus | 34 0.34 19.56 Clark | 36 0.36 19.92 Clarke | 26 0.26 20.18 Clay | 68 0.68 20.86 Clayton | 30 0.30 21.16 Clear Creek | 13 0.13 21.29 Clearwater | 2 0.02 21.31 Cleburne | 27 0.27 21.58 Cleveland | 16 0.16 21.74 Clinch | 11 0.11 21.85 Clinton | 18 0.18 22.03 Cobb | 28 0.28 22.31 Cochise | 11 0.11 22.42 Coconino | 8 0.08 22.50 Coffee | 12 0.12 22.62 Colbert | 4 0.04 22.66 Coles | 6 0.06 22.72 Collier | 22 0.22 22.94 Colquitt | 9 0.09 23.03 Columbia | 56 0.56 23.59 Colusa | 3 0.03 23.62 Conecuh | 2 0.02 23.64 Conejos | 8 0.08 23.72 Contra Costa | 12 0.12 23.84 Conway | 27 0.27 24.11 Cook | 26 0.26 24.37 Coosa | 7 0.07 24.44 Costilla | 9 0.09 24.53 Covington | 2 0.02 24.55 Coweta | 16 0.16 24.71 Craighead | 19 0.19 24.90 Crawford | 51 0.51 25.41 Crenshaw | 5 0.05 25.46 Crisp | 17 0.17 25.63 Crittenden | 22 0.22 25.85 Cross | 23 0.23 26.08 Crowley | 7 0.07 26.15 Cullman | 9 0.09 26.24 Cumberland | 4 0.04 26.28 Custer | 10 0.10 26.38 Dade | 13 0.13 26.51 Dale | 3 0.03 26.54 Dallas | 28 0.28 26.82 Daviess | 4 0.04 26.86 Dawson | 16 0.16 27.02 De Kalb | 17 0.17 27.19 De Witt | 12 0.12 27.31 DeKalb | 57 0.57 27.88 DeSoto | 14 0.14 28.02 Dearborn | 6 0.06 28.08 Decatur | 20 0.20 28.28 Del Norte | 4 0.04 28.32 Delaware | 10 0.10 28.42 Delta | 9 0.09 28.51 Denver | 28 0.28 28.79 Desha | 14 0.14 28.93 Dixie | 8 0.08 29.01 Dodge | 15 0.15 29.16 Dolores | 4 0.04 29.20 Dooly | 15 0.15 29.35 Dougherty | 9 0.09 29.44 Douglas | 57 0.57 30.01 Drew | 18 0.18 30.19 DuPage | 11 0.11 30.30 Dubois | 6 0.06 30.36 Duval | 30 0.30 30.66 Eagle | 4 0.04 30.70 Early | 10 0.10 30.80 Echols | 10 0.10 30.90 Edgar | 5 0.05 30.95 Edwards | 5 0.05 31.00 Effingham | 17 0.17 31.17 El Dorado | 4 0.04 31.21 El Paso | 19 0.19 31.40 Elbert | 34 0.34 31.74 Elkhart | 17 0.17 31.91 Elmore | 19 0.19 32.10 Emanuel | 16 0.16 32.26 Escambia | 21 0.21 32.47 Etowah | 8 0.08 32.55 Evans | 18 0.18 32.73 Fairfield | 16 0.16 32.89 Fannin | 10 0.10 32.99 Faulkner | 11 0.11 33.10 Fayette | 55 0.55 33.65 Flagler | 13 0.13 33.78 Floyd | 22 0.22 34.00 Ford | 11 0.11 34.11 Forsyth | 38 0.38 34.49 Fountain | 8 0.08 34.57 Franklin | 73 0.73 35.30 Fremont | 24 0.24 35.54 Fresno | 12 0.12 35.66 Fulton | 90 0.90 36.56 Gadsden | 14 0.14 36.70 Gallatin | 5 0.05 36.75 Garfield | 4 0.04 36.79 Garland | 20 0.20 36.99 Gem | 13 0.13 37.12 Geneva | 3 0.03 37.15 Gibson | 9 0.09 37.24 Gila | 5 0.05 37.29 Gilchrist | 8 0.08 37.37 Gilmer | 18 0.18 37.55 Gilpin | 12 0.12 37.67 Glades | 13 0.13 37.80 Glascock | 17 0.17 37.97 Glenn | 3 0.03 38.00 Glynn | 12 0.12 38.12 Gooding | 7 0.07 38.19 Gordon | 10 0.10 38.29 Grady | 11 0.11 38.40 Graham | 7 0.07 38.47 Grand | 7 0.07 38.54 Grant | 23 0.23 38.77 Greene | 58 0.58 39.35 Greenlee | 6 0.06 39.41 Grundy | 5 0.05 39.46 Gulf | 12 0.12 39.58 Gunnison | 4 0.04 39.62 Gwinnett | 39 0.39 40.01 Habersham | 18 0.18 40.19 Hale | 2 0.02 40.21 Hall | 17 0.17 40.38 Hamilton | 13 0.13 40.51 Hancock | 28 0.28 40.79 Haralson | 11 0.11 40.90 Hardee | 14 0.14 41.04 Hardin | 5 0.05 41.09 Harris | 26 0.26 41.35 Hart | 18 0.18 41.53 Hartford | 16 0.16 41.69 Hawaii | 12 0.12 41.81 Heard | 17 0.17 41.98 Hempstead | 27 0.27 42.25 Henderson | 9 0.09 42.34 Hendry | 12 0.12 42.46 Henry | 42 0.42 42.88 Hernando | 59 0.59 43.47 Highlands | 14 0.14 43.61 Hillsborough | 79 0.79 44.40 Hinsdale | 4 0.04 44.44 Holmes | 13 0.13 44.57 Honolulu | 18 0.18 44.75 Hot Spring | 19 0.19 44.94 Houston | 20 0.20 45.14 Howard | 13 0.13 45.27 Huerfano | 7 0.07 45.34 Humboldt | 4 0.04 45.38 Idaho | 2 0.02 45.40 Imperial | 5 0.05 45.45 Independence | 23 0.23 45.68 Indian River | 27 0.27 45.95 Inyo | 2 0.02 45.97 Iroquois | 4 0.04 46.01 Irwin | 17 0.17 46.18 Izard | 24 0.24 46.42 Jackson | 55 0.55 46.97 Jasper | 20 0.20 47.17 Jeff Davis | 16 0.16 47.33 Jefferson | 110 1.10 48.43 Jenkins | 16 0.16 48.59 Jerome | 8 0.08 48.67 Jersey | 10 0.10 48.77 Jo Daviess | 9 0.09 48.86 Johnson | 41 0.41 49.27 Jones | 20 0.20 49.47 Kalawao | 8 0.08 49.55 Kane | 13 0.13 49.68 Kankakee | 8 0.08 49.76 Kauai | 11 0.11 49.87 Kendall | 4 0.04 49.91 Kent | 6 0.06 49.97 Kern | 18 0.18 50.15 Kings | 6 0.06 50.21 Kiowa | 4 0.04 50.25 Kit Carson | 4 0.04 50.29 Knox | 15 0.15 50.44 Kootenai | 14 0.14 50.58 La Paz | 7 0.07 50.65 La Plata | 4 0.04 50.69 La Salle | 3 0.03 50.72 Lafayette | 33 0.33 51.05 Lake | 51 0.51 51.56 Lamar | 22 0.22 51.78 Lanier | 11 0.11 51.89 Larimer | 16 0.16 52.05 Las Animas | 6 0.06 52.11 Lassen | 2 0.02 52.13 Latah | 6 0.06 52.19 Lauderdale | 4 0.04 52.23 Laurens | 18 0.18 52.41 Lawrence | 33 0.33 52.74 Lee | 74 0.74 53.48 Lemhi | 3 0.03 53.51 Leon | 15 0.15 53.66 Levy | 13 0.13 53.79 Lewis | 2 0.02 53.81 Liberty | 29 0.29 54.10 Limestone | 10 0.10 54.20 Lincoln | 41 0.41 54.61 Litchfield | 14 0.14 54.75 Little River | 14 0.14 54.89 Livingston | 10 0.10 54.99 Logan | 50 0.50 55.49 Long | 16 0.16 55.65 Lonoke | 26 0.26 55.91 Los Angeles | 58 0.58 56.49 Los Angeles (Partial) | 1 0.01 56.50 Lowndes | 22 0.22 56.72 Lumpkin | 17 0.17 56.89 Macon | 38 0.38 57.27 Macoupin | 10 0.10 57.37 Madera | 8 0.08 57.45 Madison | 87 0.87 58.32 Manatee | 51 0.51 58.83 Marengo | 2 0.02 58.85 Maricopa | 42 0.42 59.27 Marin | 3 0.03 59.30 Marion | 92 0.92 60.22 Mariposa | 4 0.04 60.26 Marshall | 18 0.18 60.44 Martin | 28 0.28 60.72 Mason | 11 0.11 60.83 Massac | 5 0.05 60.88 Maui | 12 0.12 61.00 McDonough | 9 0.09 61.09 McDuffie | 19 0.19 61.28 McHenry | 8 0.08 61.36 McIntosh | 18 0.18 61.54 McLean | 14 0.14 61.68 Menard | 11 0.11 61.79 Mendocino | 5 0.05 61.84 Merced | 4 0.04 61.88 Mercer | 10 0.10 61.98 Meriwether | 19 0.19 62.17 Mesa | 9 0.09 62.26 Miami-Dade | 94 0.94 63.20 Middlesex | 10 0.10 63.30 Miller | 26 0.26 63.56 Mineral | 6 0.06 63.62 Minidoka | 8 0.08 63.70 Mississippi | 16 0.16 63.86 Mitchell | 10 0.10 63.96 Mobile | 23 0.23 64.19 Modoc | 4 0.04 64.23 Moffat | 4 0.04 64.27 Mohave | 9 0.09 64.36 Mono | 2 0.02 64.38 Monroe | 61 0.61 64.99 Monterey | 2 0.02 65.01 Montezuma | 4 0.04 65.05 Montgomery | 61 0.61 65.66 Montrose | 9 0.09 65.75 Morgan | 47 0.47 66.22 Moultrie | 13 0.13 66.35 Murray | 9 0.09 66.44 Muscogee | 30 0.30 66.74 Napa | 6 0.06 66.80 Nassau | 7 0.07 66.87 Navajo | 9 0.09 66.96 Nevada | 29 0.29 67.25 New Castle | 9 0.09 67.34 New Haven | 17 0.17 67.51 New London | 9 0.09 67.60 Newton | 40 0.40 68.00 Nez Perce | 6 0.06 68.06 Oconee | 16 0.16 68.22 Ogle | 4 0.04 68.26 Oglethorpe | 16 0.16 68.42 Okaloosa | 11 0.11 68.53 Okeechobee | 18 0.18 68.71 Oneida | 4 0.04 68.75 Orange | 106 1.06 69.81 Osceola | 52 0.52 70.33 Otero | 7 0.07 70.40 Ouachita | 23 0.23 70.63 Ouray | 4 0.04 70.67 Owyhee | 9 0.09 70.76 Palm Beach | 66 0.66 71.42 Park | 12 0.12 71.54 Pasco | 74 0.74 72.28 Paulding | 26 0.26 72.54 Payette | 13 0.13 72.67 Peach | 18 0.18 72.85 Peoria | 23 0.23 73.08 Perry | 32 0.32 73.40 Phillips | 21 0.21 73.61 Piatt | 11 0.11 73.72 Pickens | 22 0.22 73.94 Pierce | 9 0.09 74.03 Pike | 43 0.43 74.46 Pima | 32 0.32 74.78 Pinal | 31 0.31 75.09 Pinal (Partial) | 4 0.04 75.13 Pinellas | 80 0.80 75.93 Pitkin | 4 0.04 75.97 Placer | 7 0.07 76.04 Plumas | 3 0.03 76.07 Poinsett | 24 0.24 76.31 Polk | 93 0.93 77.24 Pope | 20 0.20 77.44 Power | 6 0.06 77.50 Prairie | 21 0.21 77.71 Prowers | 4 0.04 77.75 Pueblo | 18 0.18 77.93 Pulaski | 51 0.51 78.44 Putnam | 41 0.41 78.85 Quitman | 17 0.17 79.02 Rabun | 17 0.17 79.19 Randolph | 55 0.55 79.74 Richland | 6 0.06 79.80 Richmond | 25 0.25 80.05 Rio Blanco | 4 0.04 80.09 Rio Grande | 6 0.06 80.15 Riverside | 47 0.47 80.62 Rock Island | 10 0.10 80.72 Rockdale | 27 0.27 80.99 Routt | 4 0.04 81.03 Russell | 10 0.10 81.13 Sacramento | 14 0.14 81.27 Saguache | 6 0.06 81.33 Saline | 24 0.24 81.57 San Benito | 2 0.02 81.59 San Bernardino | 50 0.50 82.09 San Diego | 31 0.31 82.40 San Francisco | 18 0.18 82.58 San Joaquin | 14 0.14 82.72 San Juan | 4 0.04 82.76 San Luis Obispo | 2 0.02 82.78 San Mateo | 9 0.09 82.87 San Miguel | 4 0.04 82.91 Sangamon | 16 0.16 83.07 Santa Barbara | 3 0.03 83.10 Santa Clara | 20 0.20 83.30 Santa Cruz | 14 0.14 83.44 Santa Rosa | 20 0.20 83.64 Sarasota | 44 0.44 84.08 Schley | 17 0.17 84.25 Schuyler | 10 0.10 84.35 Scott | 40 0.40 84.75 Screven | 14 0.14 84.89 Searcy | 18 0.18 85.07 Sebastian | 32 0.32 85.39 Sedgwick | 4 0.04 85.43 Seminole | 65 0.65 86.08 Sevier | 14 0.14 86.22 Sharp | 25 0.25 86.47 Shasta | 2 0.02 86.49 Shelby | 26 0.26 86.75 Shoshone | 9 0.09 86.84 Sierra | 3 0.03 86.87 Siskiyou | 4 0.04 86.91 Solano | 5 0.05 86.96 Sonoma | 8 0.08 87.04 Spalding | 13 0.13 87.17 St. Clair | 39 0.39 87.56 St. Francis | 23 0.23 87.79 St. Johns | 11 0.11 87.90 St. Lucie | 35 0.35 88.25 Stanislaus | 17 0.17 88.42 Stark | 15 0.15 88.57 Stephens | 17 0.17 88.74 Stephenson | 10 0.10 88.84 Stewart | 19 0.19 89.03 Stone | 22 0.22 89.25 Summit | 4 0.04 89.29 Sumter | 61 0.61 89.90 Sussex | 6 0.06 89.96 Sutter | 3 0.03 89.99 Suwannee | 5 0.05 90.04 Talbot | 23 0.23 90.27 Taliaferro | 17 0.17 90.44 Talladega | 13 0.13 90.57 Tallapoosa | 2 0.02 90.59 Tattnall | 16 0.16 90.75 Taylor | 24 0.24 90.99 Tazewell | 23 0.23 91.22 Tehama | 2 0.02 91.24 Telfair | 15 0.15 91.39 Teller | 12 0.12 91.51 Terrell | 11 0.11 91.62 Teton | 2 0.02 91.64 Thomas | 10 0.10 91.74 Tift | 11 0.11 91.85 Tolland | 14 0.14 91.99 Toombs | 11 0.11 92.10 Towns | 12 0.12 92.22 Treutlen | 17 0.17 92.39 Trinity | 3 0.03 92.42 Troup | 11 0.11 92.53 Tulare | 7 0.07 92.60 Tuolumne | 3 0.03 92.63 Turner | 17 0.17 92.80 Tuscaloosa | 5 0.05 92.85 Twiggs | 20 0.20 93.05 Twin Falls | 9 0.09 93.14 Union | 42 0.42 93.56 Upson | 17 0.17 93.73 Valley | 8 0.08 93.81 Van Buren | 28 0.28 94.09 Ventura | 9 0.09 94.18 Vermilion | 10 0.10 94.28 Volusia | 46 0.46 94.74 Wabash | 5 0.05 94.79 Wakulla | 14 0.14 94.93 Walker | 30 0.30 95.23 Walton | 31 0.31 95.54 Ware | 9 0.09 95.63 Warren | 28 0.28 95.91 Washington | 91 0.91 96.82 Wayne | 22 0.22 97.04 Webster | 17 0.17 97.21 Weld | 20 0.20 97.41 Wheeler | 15 0.15 97.56 White | 41 0.41 97.97 Whiteside | 4 0.04 98.01 Whitfield | 9 0.09 98.10 Wilcox | 19 0.19 98.29 Wilkes | 17 0.17 98.46 Wilkinson | 15 0.15 98.61 Will | 12 0.12 98.73 Williamson | 5 0.05 98.78 Windham | 10 0.10 98.88 Winnebago | 6 0.06 98.94 Winston | 2 0.02 98.96 Woodford | 15 0.15 99.11 Woodruff | 23 0.23 99.34 Worth | 15 0.15 99.49 Yavapai | 9 0.09 99.58 Yell | 18 0.18 99.76 Yolo | 9 0.09 99.85 Yuba | 3 0.03 99.88 Yuma | 12 0.12 100.00 ----------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 14 Apr 2016