Frequencies for hrrname variable in daphosp2009 dataset : Hospital Referral Regions | (HRR) Name | Freq. Percent Cum. ------------------------------+----------------------------------- | 1 0.04 0.04 AK-Anchorage | 4 0.15 0.19 AL-Birmingham | 32 1.23 1.42 AL-Dothan | 8 0.31 1.73 AL-Huntsville | 8 0.31 2.04 AL-Mobile | 7 0.27 2.31 AL-Montgomery | 6 0.23 2.54 AL-Tuscaloosa | 2 0.08 2.61 AR-Fort Smith | 3 0.12 2.73 AR-Jonesboro | 4 0.15 2.88 AR-Little Rock | 22 0.85 3.73 AR-Springdale | 5 0.19 3.92 AR-Texarkana | 5 0.19 4.11 AZ-Mesa | 6 0.23 4.34 AZ-Phoenix | 20 0.77 5.11 AZ-Sun City | 2 0.08 5.19 AZ-Tucson | 7 0.27 5.46 CA-Alameda County | 7 0.27 5.73 CA-Bakersfield | 8 0.31 6.04 CA-Chico | 4 0.15 6.19 CA-Contra Costa County | 6 0.23 6.42 CA-Fresno | 5 0.19 6.61 CA-Los Angeles | 51 1.96 8.57 CA-Modesto | 5 0.19 8.77 CA-Napa | 5 0.19 8.96 CA-Orange County | 16 0.62 9.57 CA-Palm Springs/Rancho Mirage | 3 0.12 9.69 CA-Redding | 5 0.19 9.88 CA-Sacramento | 14 0.54 10.42 CA-Salinas | 2 0.08 10.50 CA-San Bernardino | 15 0.58 11.07 CA-San Diego | 17 0.65 11.73 CA-San Francisco | 8 0.31 12.03 CA-San Jose | 7 0.27 12.30 CA-San Luis Obispo | 4 0.15 12.46 CA-San Mateo County | 4 0.15 12.61 CA-Santa Barbara | 3 0.12 12.73 CA-Santa Cruz | 2 0.08 12.80 CA-Santa Rosa | 4 0.15 12.96 CA-Stockton | 5 0.19 13.15 CA-Ventura | 6 0.23 13.38 CO-Boulder | 2 0.08 13.46 CO-Colorado Springs | 4 0.15 13.61 CO-Denver | 13 0.50 14.11 CO-Fort Collins | 2 0.08 14.19 CO-Grand Junction | 3 0.12 14.30 CO-Greeley | 3 0.12 14.42 CO-Pueblo | 2 0.08 14.49 CT-Bridgeport | 5 0.19 14.69 CT-Hartford | 14 0.54 15.22 CT-New Haven | 11 0.42 15.65 DC-Washington | 17 0.65 16.30 DE-Wilmington | 5 0.19 16.49 FL-Bradenton | 3 0.12 16.61 FL-Clearwater | 5 0.19 16.80 FL-Fort Lauderdale | 22 0.85 17.65 FL-Fort Myers | 9 0.35 17.99 FL-Gainesville | 6 0.23 18.22 FL-Hudson | 5 0.19 18.42 FL-Jacksonville | 13 0.50 18.92 FL-Lakeland | 3 0.12 19.03 FL-Miami | 22 0.85 19.88 FL-Ocala | 4 0.15 20.03 FL-Orlando | 26 1.00 21.03 FL-Ormond Beach | 4 0.15 21.18 FL-Panama City | 2 0.08 21.26 FL-Pensacola | 11 0.42 21.68 FL-Sarasota | 5 0.19 21.88 FL-St. Petersburg | 6 0.23 22.11 FL-Tallahassee | 7 0.27 22.38 FL-Tampa | 11 0.42 22.80 GA-Albany | 2 0.08 22.88 GA-Atlanta | 40 1.54 24.41 GA-Augusta | 5 0.19 24.61 GA-Columbus | 3 0.12 24.72 GA-Macon | 11 0.42 25.14 GA-Rome | 3 0.12 25.26 GA-Savannah | 8 0.31 25.57 HI-Honolulu | 10 0.38 25.95 IA-Cedar Rapids | 2 0.08 26.03 IA-Davenport | 5 0.19 26.22 IA-Des Moines | 10 0.38 26.61 IA-Dubuque | 2 0.08 26.68 IA-Iowa City | 6 0.23 26.91 IA-Mason City | 1 0.04 26.95 IA-Sioux City | 3 0.12 27.07 IA-Waterloo | 2 0.08 27.14 ID-Boise | 6 0.23 27.37 ID-Idaho Falls | 1 0.04 27.41 IL-Aurora | 2 0.08 27.49 IL-Bloomington | 3 0.12 27.60 IL-Blue Island | 7 0.27 27.87 IL-Chicago | 17 0.65 28.53 IL-Elgin | 5 0.19 28.72 IL-Evanston | 6 0.23 28.95 IL-Hinsdale | 4 0.15 29.10 IL-Joliet | 5 0.19 29.30 IL-Melrose Park | 12 0.46 29.76 IL-Peoria | 12 0.46 30.22 IL-Rockford | 9 0.35 30.57 IL-Springfield | 12 0.46 31.03 IL-Urbana | 5 0.19 31.22 IN-Evansville | 9 0.35 31.56 IN-Fort Wayne | 9 0.35 31.91 IN-Gary | 5 0.19 32.10 IN-Indianapolis | 33 1.27 33.37 IN-Lafayette | 3 0.12 33.49 IN-Muncie | 1 0.04 33.53 IN-Munster | 4 0.15 33.68 IN-South Bend | 6 0.23 33.91 IN-Terre Haute | 3 0.12 34.03 KS-Topeka | 4 0.15 34.18 KS-Wichita | 13 0.50 34.68 KY-Covington | 3 0.12 34.79 KY-Lexington | 23 0.88 35.68 KY-Louisville | 15 0.58 36.26 KY-Owensboro | 1 0.04 36.29 KY-Paducah | 6 0.23 36.52 LA-Alexandria | 4 0.15 36.68 LA-Baton Rouge | 6 0.23 36.91 LA-Houma | 3 0.12 37.02 LA-Lafayette | 10 0.38 37.41 LA-Lake Charles | 4 0.15 37.56 LA-Metairie | 5 0.19 37.75 LA-Monroe | 3 0.12 37.87 LA-New Orleans | 4 0.15 38.02 LA-Shreveport | 10 0.38 38.41 LA-Slidell | 2 0.08 38.49 MA-Boston | 39 1.50 39.98 MA-Springfield | 8 0.31 40.29 MA-Worcester | 6 0.23 40.52 MD-Baltimore | 22 0.85 41.37 MD-Salisbury | 4 0.15 41.52 MD-Takoma Park | 6 0.23 41.75 ME-Bangor | 8 0.31 42.06 ME-Portland | 13 0.50 42.56 MI-Ann Arbor | 9 0.35 42.91 MI-Dearborn | 5 0.19 43.10 MI-Detroit | 13 0.50 43.60 MI-Flint | 4 0.15 43.75 MI-Grand Rapids | 8 0.31 44.06 MI-Kalamazoo | 6 0.23 44.29 MI-Lansing | 6 0.23 44.52 MI-Marquette | 2 0.08 44.60 MI-Muskegon | 3 0.12 44.71 MI-Petoskey | 3 0.12 44.83 MI-Pontiac | 3 0.12 44.94 MI-Royal Oak | 4 0.15 45.10 MI-Saginaw | 9 0.35 45.44 MI-St. Joseph | 1 0.04 45.48 MI-Traverse City | 3 0.12 45.60 MN-Duluth | 4 0.15 45.75 MN-Minneapolis | 20 0.77 46.52 MN-Rochester | 4 0.15 46.67 MN-St. Cloud | 1 0.04 46.71 MN-St. Paul | 6 0.23 46.94 MO-Cape Girardeau | 4 0.15 47.10 MO-Columbia | 11 0.42 47.52 MO-Joplin | 8 0.31 47.83 MO-Kansas City | 24 0.92 48.75 MO-Springfield | 8 0.31 49.06 MO-St. Louis | 34 1.31 50.37 MS-Gulfport | 2 0.08 50.44 MS-Hattiesburg | 3 0.12 50.56 MS-Jackson | 14 0.54 51.10 MS-Meridian | 3 0.12 51.21 MS-Oxford | 2 0.08 51.29 MS-Tupelo | 8 0.31 51.60 MT-Billings | 6 0.23 51.83 MT-Great Falls | 2 0.08 51.90 MT-Missoula | 5 0.19 52.10 NC-Asheville | 10 0.38 52.48 NC-Charlotte | 20 0.77 53.25 NC-Durham | 14 0.54 53.79 NC-Greensboro | 3 0.12 53.90 NC-Greenville | 11 0.42 54.33 NC-Hickory | 4 0.15 54.48 NC-Raleigh | 13 0.50 54.98 NC-Wilmington | 3 0.12 55.09 NC-Winston-Salem | 12 0.46 55.56 ND-Bismarck | 3 0.12 55.67 ND-Fargo/Moorhead MN | 4 0.15 55.82 ND-Grand Forks | 1 0.04 55.86 ND-Minot | 1 0.04 55.90 NE-Lincoln | 5 0.19 56.09 NE-Omaha | 16 0.62 56.71 NH-Lebanon | 5 0.19 56.90 NH-Manchester | 11 0.42 57.32 NJ-Camden | 20 0.77 58.09 NJ-Hackensack | 8 0.31 58.40 NJ-Morristown | 6 0.23 58.63 NJ-New Brunswick | 6 0.23 58.86 NJ-Newark | 12 0.46 59.32 NJ-Paterson | 2 0.08 59.40 NJ-Ridgewood | 3 0.12 59.52 NM-Albuquerque | 11 0.42 59.94 NV-Las Vegas | 14 0.54 60.48 NV-Reno | 6 0.23 60.71 NY-Albany | 20 0.77 61.48 NY-Binghamton | 4 0.15 61.63 NY-Bronx | 6 0.23 61.86 NY-Buffalo | 12 0.46 62.32 NY-East Long Island | 30 1.15 63.48 NY-Elmira | 4 0.15 63.63 NY-Manhattan | 24 0.92 64.55 NY-Rochester | 13 0.50 65.05 NY-Syracuse | 12 0.46 65.51 NY-White Plains | 11 0.42 65.94 OH-Akron | 6 0.23 66.17 OH-Canton | 6 0.23 66.40 OH-Cincinnati | 17 0.65 67.05 OH-Cleveland | 24 0.92 67.97 OH-Columbus | 25 0.96 68.94 OH-Dayton | 10 0.38 69.32 OH-Elyria | 2 0.08 69.40 OH-Kettering | 4 0.15 69.55 OH-Toledo | 14 0.54 70.09 OH-Youngstown | 8 0.31 70.40 OK-Lawton | 3 0.12 70.51 OK-Oklahoma City | 21 0.81 71.32 OK-Tulsa | 15 0.58 71.90 OR-Bend | 1 0.04 71.93 OR-Eugene | 7 0.27 72.20 OR-Medford | 6 0.23 72.43 OR-Portland | 15 0.58 73.01 OR-Salem | 1 0.04 73.05 PA-Allentown | 13 0.50 73.55 PA-Altoona | 3 0.12 73.66 PA-Danville | 7 0.27 73.93 PA-Erie | 11 0.42 74.36 PA-Harrisburg | 9 0.35 74.70 PA-Johnstown | 2 0.08 74.78 PA-Lancaster | 5 0.19 74.97 PA-Philadelphia | 36 1.38 76.36 PA-Pittsburgh | 35 1.35 77.70 PA-Reading | 5 0.19 77.89 PA-Sayre | 5 0.19 78.09 PA-Scranton | 5 0.19 78.28 PA-Wilkes-Barre | 2 0.08 78.35 PA-York | 3 0.12 78.47 RI-Providence | 11 0.42 78.89 SC-Charleston | 10 0.38 79.28 SC-Columbia | 10 0.38 79.66 SC-Florence | 6 0.23 79.89 SC-Greenville | 7 0.27 80.16 SC-Spartanburg | 5 0.19 80.35 SD-Rapid City | 2 0.08 80.43 SD-Sioux Falls | 7 0.27 80.70 TN-Chattanooga | 7 0.27 80.97 TN-Jackson | 5 0.19 81.16 TN-Johnson City | 3 0.12 81.28 TN-Kingsport | 8 0.31 81.58 TN-Knoxville | 19 0.73 82.31 TN-Memphis | 15 0.58 82.89 TN-Nashville | 31 1.19 84.08 TX-Abilene | 5 0.19 84.28 TX-Amarillo | 3 0.12 84.39 TX-Austin | 11 0.42 84.81 TX-Beaumont | 5 0.19 85.01 TX-Bryan | 2 0.08 85.08 TX-Corpus Christi | 4 0.15 85.24 TX-Dallas | 42 1.61 86.85 TX-El Paso | 8 0.31 87.16 TX-Fort Worth | 16 0.62 87.77 TX-Harlingen | 5 0.19 87.97 TX-Houston | 43 1.65 89.62 TX-Longview | 2 0.08 89.70 TX-Lubbock | 8 0.31 90.00 TX-McAllen | 4 0.15 90.16 TX-Odessa | 2 0.08 90.23 TX-San Angelo | 2 0.08 90.31 TX-San Antonio | 15 0.58 90.89 TX-Temple | 2 0.08 90.97 TX-Tyler | 8 0.31 91.27 TX-Victoria | 3 0.12 91.39 TX-Waco | 3 0.12 91.50 TX-Wichita Falls | 1 0.04 91.54 US-United States | 1 0.04 91.58 UT-Ogden | 3 0.12 91.70 UT-Provo | 2 0.08 91.77 UT-Salt Lake City | 10 0.38 92.16 VA-Arlington | 10 0.38 92.54 VA-Charlottesville | 5 0.19 92.73 VA-Lynchburg | 2 0.08 92.81 VA-Newport News | 5 0.19 93.00 VA-Norfolk | 11 0.42 93.43 VA-Richmond | 14 0.54 93.96 VA-Roanoke | 11 0.42 94.39 VA-Winchester | 5 0.19 94.58 VT-Burlington | 10 0.38 94.96 WA-Everett | 5 0.19 95.16 WA-Olympia | 4 0.15 95.31 WA-Seattle | 18 0.69 96.00 WA-Spokane | 11 0.42 96.42 WA-Tacoma | 4 0.15 96.58 WA-Yakima | 2 0.08 96.66 WI-Appleton | 4 0.15 96.81 WI-Green Bay | 9 0.35 97.15 WI-La Crosse | 3 0.12 97.27 WI-Madison | 12 0.46 97.73 WI-Marshfield | 5 0.19 97.92 WI-Milwaukee | 23 0.88 98.81 WI-Neenah | 3 0.12 98.92 WI-Wausau | 3 0.12 99.04 WV-Charleston | 12 0.46 99.50 WV-Huntington | 6 0.23 99.73 WV-Morgantown | 6 0.23 99.96 WY-Casper | 1 0.04 100.00 ------------------------------+----------------------------------- Total | 2,601 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018