Frequencies for hrrname variable in daphosp2011 dataset : Hospital Referral Regions | (HRR) Name | Freq. Percent Cum. ------------------------------+----------------------------------- | 1 0.04 0.04 AK-Anchorage | 5 0.20 0.24 AL-Birmingham | 29 1.14 1.38 AL-Dothan | 6 0.24 1.61 AL-Huntsville | 8 0.31 1.93 AL-Mobile | 8 0.31 2.24 AL-Montgomery | 3 0.12 2.36 AL-Tuscaloosa | 2 0.08 2.44 AR-Fort Smith | 4 0.16 2.60 AR-Jonesboro | 4 0.16 2.75 AR-Little Rock | 20 0.79 3.54 AR-Springdale | 5 0.20 3.74 AR-Texarkana | 2 0.08 3.81 AZ-Mesa | 7 0.28 4.09 AZ-Phoenix | 24 0.94 5.03 AZ-Sun City | 2 0.08 5.11 AZ-Tucson | 7 0.28 5.39 CA-Alameda County | 7 0.28 5.66 CA-Bakersfield | 7 0.28 5.94 CA-Chico | 4 0.16 6.10 CA-Contra Costa County | 5 0.20 6.29 CA-Fresno | 5 0.20 6.49 CA-Los Angeles | 54 2.12 8.61 CA-Modesto | 5 0.20 8.81 CA-Napa | 4 0.16 8.97 CA-Orange County | 17 0.67 9.63 CA-Palm Springs/Rancho Mirage | 3 0.12 9.75 CA-Redding | 3 0.12 9.87 CA-Sacramento | 14 0.55 10.42 CA-Salinas | 2 0.08 10.50 CA-San Bernardino | 15 0.59 11.09 CA-San Diego | 18 0.71 11.80 CA-San Francisco | 9 0.35 12.15 CA-San Jose | 7 0.28 12.43 CA-San Luis Obispo | 4 0.16 12.58 CA-San Mateo County | 4 0.16 12.74 CA-Santa Barbara | 3 0.12 12.86 CA-Santa Cruz | 2 0.08 12.94 CA-Santa Rosa | 4 0.16 13.09 CA-Stockton | 5 0.20 13.29 CA-Ventura | 6 0.24 13.53 CO-Boulder | 2 0.08 13.61 CO-Colorado Springs | 4 0.16 13.76 CO-Denver | 14 0.55 14.31 CO-Fort Collins | 2 0.08 14.39 CO-Grand Junction | 3 0.12 14.51 CO-Greeley | 3 0.12 14.63 CO-Pueblo | 2 0.08 14.71 CT-Bridgeport | 5 0.20 14.90 CT-Hartford | 14 0.55 15.45 CT-New Haven | 12 0.47 15.93 DC-Washington | 16 0.63 16.56 DE-Wilmington | 5 0.20 16.75 FL-Bradenton | 3 0.12 16.87 FL-Clearwater | 5 0.20 17.07 FL-Fort Lauderdale | 22 0.87 17.93 FL-Fort Myers | 9 0.35 18.29 FL-Gainesville | 5 0.20 18.48 FL-Hudson | 5 0.20 18.68 FL-Jacksonville | 13 0.51 19.19 FL-Lakeland | 3 0.12 19.31 FL-Miami | 22 0.87 20.17 FL-Ocala | 4 0.16 20.33 FL-Orlando | 26 1.02 21.35 FL-Ormond Beach | 4 0.16 21.51 FL-Panama City | 2 0.08 21.59 FL-Pensacola | 11 0.43 22.02 FL-Sarasota | 5 0.20 22.22 FL-St. Petersburg | 6 0.24 22.45 FL-Tallahassee | 6 0.24 22.69 FL-Tampa | 10 0.39 23.08 GA-Albany | 3 0.12 23.20 GA-Atlanta | 39 1.53 24.73 GA-Augusta | 5 0.20 24.93 GA-Columbus | 3 0.12 25.05 GA-Macon | 9 0.35 25.40 GA-Rome | 3 0.12 25.52 GA-Savannah | 9 0.35 25.87 HI-Honolulu | 8 0.31 26.19 IA-Cedar Rapids | 2 0.08 26.27 IA-Davenport | 6 0.24 26.50 IA-Des Moines | 10 0.39 26.90 IA-Dubuque | 2 0.08 26.98 IA-Iowa City | 6 0.24 27.21 IA-Mason City | 1 0.04 27.25 IA-Sioux City | 2 0.08 27.33 IA-Waterloo | 2 0.08 27.41 ID-Boise | 6 0.24 27.64 ID-Idaho Falls | 1 0.04 27.68 IL-Aurora | 2 0.08 27.76 IL-Bloomington | 3 0.12 27.88 IL-Blue Island | 7 0.28 28.16 IL-Chicago | 20 0.79 28.94 IL-Elgin | 5 0.20 29.14 IL-Evanston | 6 0.24 29.37 IL-Hinsdale | 4 0.16 29.53 IL-Joliet | 5 0.20 29.73 IL-Melrose Park | 11 0.43 30.16 IL-Peoria | 11 0.43 30.59 IL-Rockford | 10 0.39 30.99 IL-Springfield | 10 0.39 31.38 IL-Urbana | 5 0.20 31.58 IN-Evansville | 10 0.39 31.97 IN-Fort Wayne | 8 0.31 32.28 IN-Gary | 5 0.20 32.48 IN-Indianapolis | 35 1.38 33.86 IN-Lafayette | 3 0.12 33.98 IN-Muncie | 1 0.04 34.01 IN-Munster | 4 0.16 34.17 IN-South Bend | 6 0.24 34.41 IN-Terre Haute | 3 0.12 34.53 KS-Topeka | 4 0.16 34.68 KS-Wichita | 14 0.55 35.23 KY-Covington | 3 0.12 35.35 KY-Lexington | 22 0.87 36.22 KY-Louisville | 17 0.67 36.89 KY-Owensboro | 1 0.04 36.92 KY-Paducah | 6 0.24 37.16 LA-Alexandria | 4 0.16 37.32 LA-Baton Rouge | 6 0.24 37.55 LA-Houma | 3 0.12 37.67 LA-Lafayette | 10 0.39 38.07 LA-Lake Charles | 4 0.16 38.22 LA-Metairie | 4 0.16 38.38 LA-Monroe | 4 0.16 38.54 LA-New Orleans | 4 0.16 38.69 LA-Shreveport | 9 0.35 39.05 LA-Slidell | 3 0.12 39.17 MA-Boston | 39 1.53 40.70 MA-Springfield | 8 0.31 41.01 MA-Worcester | 6 0.24 41.25 MD-Baltimore | 21 0.83 42.08 MD-Salisbury | 4 0.16 42.23 MD-Takoma Park | 6 0.24 42.47 ME-Bangor | 8 0.31 42.78 ME-Portland | 16 0.63 43.41 MI-Ann Arbor | 8 0.31 43.73 MI-Dearborn | 5 0.20 43.92 MI-Detroit | 13 0.51 44.44 MI-Flint | 4 0.16 44.59 MI-Grand Rapids | 8 0.31 44.91 MI-Kalamazoo | 7 0.28 45.18 MI-Lansing | 6 0.24 45.42 MI-Marquette | 2 0.08 45.50 MI-Muskegon | 3 0.12 45.62 MI-Petoskey | 2 0.08 45.69 MI-Pontiac | 3 0.12 45.81 MI-Royal Oak | 5 0.20 46.01 MI-Saginaw | 8 0.31 46.32 MI-St. Joseph | 1 0.04 46.36 MI-Traverse City | 2 0.08 46.44 MN-Duluth | 3 0.12 46.56 MN-Minneapolis | 18 0.71 47.27 MN-Rochester | 4 0.16 47.42 MN-St. Cloud | 1 0.04 47.46 MN-St. Paul | 5 0.20 47.66 MO-Cape Girardeau | 4 0.16 47.82 MO-Columbia | 10 0.39 48.21 MO-Joplin | 7 0.28 48.49 MO-Kansas City | 24 0.94 49.43 MO-Springfield | 8 0.31 49.74 MO-St. Louis | 33 1.30 51.04 MS-Gulfport | 2 0.08 51.12 MS-Hattiesburg | 4 0.16 51.28 MS-Jackson | 13 0.51 51.79 MS-Meridian | 2 0.08 51.87 MS-Oxford | 2 0.08 51.95 MS-Tupelo | 6 0.24 52.18 MT-Billings | 6 0.24 52.42 MT-Great Falls | 1 0.04 52.46 MT-Missoula | 5 0.20 52.65 NC-Asheville | 10 0.39 53.05 NC-Charlotte | 19 0.75 53.79 NC-Durham | 14 0.55 54.35 NC-Greensboro | 3 0.12 54.46 NC-Greenville | 10 0.39 54.86 NC-Hickory | 4 0.16 55.01 NC-Raleigh | 12 0.47 55.49 NC-Wilmington | 3 0.12 55.60 NC-Winston-Salem | 12 0.47 56.08 ND-Bismarck | 3 0.12 56.19 ND-Fargo/Moorhead MN | 4 0.16 56.35 ND-Grand Forks | 1 0.04 56.39 ND-Minot | 1 0.04 56.43 NE-Lincoln | 4 0.16 56.59 NE-Omaha | 15 0.59 57.18 NH-Lebanon | 6 0.24 57.41 NH-Manchester | 12 0.47 57.88 NJ-Camden | 20 0.79 58.67 NJ-Hackensack | 8 0.31 58.99 NJ-Morristown | 6 0.24 59.22 NJ-New Brunswick | 6 0.24 59.46 NJ-Newark | 12 0.47 59.93 NJ-Paterson | 2 0.08 60.01 NJ-Ridgewood | 3 0.12 60.13 NM-Albuquerque | 9 0.35 60.48 NV-Las Vegas | 15 0.59 61.07 NV-Reno | 5 0.20 61.27 NY-Albany | 20 0.79 62.05 NY-Binghamton | 4 0.16 62.21 NY-Bronx | 7 0.28 62.49 NY-Buffalo | 10 0.39 62.88 NY-East Long Island | 30 1.18 64.06 NY-Elmira | 4 0.16 64.22 NY-Manhattan | 23 0.90 65.12 NY-Rochester | 12 0.47 65.59 NY-Syracuse | 10 0.39 65.99 NY-White Plains | 11 0.43 66.42 OH-Akron | 6 0.24 66.65 OH-Canton | 6 0.24 66.89 OH-Cincinnati | 17 0.67 67.56 OH-Cleveland | 23 0.90 68.46 OH-Columbus | 23 0.90 69.37 OH-Dayton | 10 0.39 69.76 OH-Elyria | 2 0.08 69.84 OH-Kettering | 4 0.16 70.00 OH-Toledo | 12 0.47 70.47 OH-Youngstown | 8 0.31 70.78 OK-Lawton | 3 0.12 70.90 OK-Oklahoma City | 20 0.79 71.69 OK-Tulsa | 14 0.55 72.24 OR-Bend | 1 0.04 72.28 OR-Eugene | 6 0.24 72.51 OR-Medford | 6 0.24 72.75 OR-Portland | 15 0.59 73.34 OR-Salem | 1 0.04 73.38 PA-Allentown | 13 0.51 73.89 PA-Altoona | 3 0.12 74.01 PA-Danville | 6 0.24 74.24 PA-Erie | 10 0.39 74.64 PA-Harrisburg | 9 0.35 74.99 PA-Johnstown | 2 0.08 75.07 PA-Lancaster | 6 0.24 75.30 PA-Philadelphia | 36 1.42 76.72 PA-Pittsburgh | 33 1.30 78.02 PA-Reading | 5 0.20 78.21 PA-Sayre | 4 0.16 78.37 PA-Scranton | 5 0.20 78.57 PA-Wilkes-Barre | 2 0.08 78.65 PA-York | 3 0.12 78.77 RI-Providence | 11 0.43 79.20 SC-Charleston | 10 0.39 79.59 SC-Columbia | 10 0.39 79.98 SC-Florence | 6 0.24 80.22 SC-Greenville | 7 0.28 80.50 SC-Spartanburg | 4 0.16 80.65 SD-Rapid City | 1 0.04 80.69 SD-Sioux Falls | 8 0.31 81.01 TN-Chattanooga | 7 0.28 81.28 TN-Jackson | 4 0.16 81.44 TN-Johnson City | 3 0.12 81.56 TN-Kingsport | 6 0.24 81.79 TN-Knoxville | 19 0.75 82.54 TN-Memphis | 15 0.59 83.13 TN-Nashville | 29 1.14 84.27 TX-Abilene | 3 0.12 84.39 TX-Amarillo | 3 0.12 84.51 TX-Austin | 12 0.47 84.98 TX-Beaumont | 4 0.16 85.14 TX-Bryan | 2 0.08 85.21 TX-Corpus Christi | 5 0.20 85.41 TX-Dallas | 38 1.49 86.91 TX-El Paso | 8 0.31 87.22 TX-Fort Worth | 17 0.67 87.89 TX-Harlingen | 5 0.20 88.08 TX-Houston | 40 1.57 89.66 TX-Longview | 2 0.08 89.74 TX-Lubbock | 7 0.28 90.01 TX-McAllen | 4 0.16 90.17 TX-Odessa | 2 0.08 90.25 TX-San Angelo | 2 0.08 90.33 TX-San Antonio | 14 0.55 90.88 TX-Temple | 2 0.08 90.96 TX-Tyler | 7 0.28 91.23 TX-Victoria | 3 0.12 91.35 TX-Waco | 3 0.12 91.47 TX-Wichita Falls | 1 0.04 91.51 US-United States | 1 0.04 91.55 UT-Ogden | 3 0.12 91.66 UT-Provo | 2 0.08 91.74 UT-Salt Lake City | 8 0.31 92.06 VA-Arlington | 10 0.39 92.45 VA-Charlottesville | 5 0.20 92.65 VA-Lynchburg | 2 0.08 92.73 VA-Newport News | 5 0.20 92.92 VA-Norfolk | 11 0.43 93.35 VA-Richmond | 14 0.55 93.90 VA-Roanoke | 12 0.47 94.38 VA-Winchester | 5 0.20 94.57 VT-Burlington | 11 0.43 95.01 WA-Everett | 4 0.16 95.16 WA-Olympia | 4 0.16 95.32 WA-Seattle | 17 0.67 95.99 WA-Spokane | 13 0.51 96.50 WA-Tacoma | 5 0.20 96.70 WA-Yakima | 2 0.08 96.78 WI-Appleton | 4 0.16 96.93 WI-Green Bay | 9 0.35 97.29 WI-La Crosse | 3 0.12 97.40 WI-Madison | 10 0.39 97.80 WI-Marshfield | 5 0.20 97.99 WI-Milwaukee | 23 0.90 98.90 WI-Neenah | 3 0.12 99.02 WI-Wausau | 3 0.12 99.13 WV-Charleston | 9 0.35 99.49 WV-Huntington | 6 0.24 99.72 WV-Morgantown | 6 0.24 99.96 WY-Casper | 1 0.04 100.00 ------------------------------+----------------------------------- Total | 2,543 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018