Frequencies for hrrname variable in daphosp2012 dataset : Hospital Referral Regions | (HRR) Name | Freq. Percent Cum. ------------------------------+----------------------------------- | 1 0.04 0.04 AK-Anchorage | 5 0.20 0.24 AL-Birmingham | 27 1.08 1.32 AL-Dothan | 6 0.24 1.56 AL-Huntsville | 7 0.28 1.84 AL-Mobile | 7 0.28 2.12 AL-Montgomery | 4 0.16 2.28 AL-Tuscaloosa | 2 0.08 2.36 AR-Fort Smith | 3 0.12 2.48 AR-Jonesboro | 4 0.16 2.63 AR-Little Rock | 23 0.92 3.55 AR-Springdale | 5 0.20 3.75 AR-Texarkana | 4 0.16 3.91 AZ-Mesa | 7 0.28 4.19 AZ-Phoenix | 24 0.96 5.15 AZ-Sun City | 2 0.08 5.23 AZ-Tucson | 7 0.28 5.51 CA-Alameda County | 7 0.28 5.79 CA-Bakersfield | 7 0.28 6.07 CA-Chico | 4 0.16 6.23 CA-Contra Costa County | 5 0.20 6.43 CA-Fresno | 5 0.20 6.63 CA-Los Angeles | 52 2.08 8.70 CA-Modesto | 5 0.20 8.90 CA-Napa | 4 0.16 9.06 CA-Orange County | 17 0.68 9.74 CA-Palm Springs/Rancho Mirage | 3 0.12 9.86 CA-Redding | 5 0.20 10.06 CA-Sacramento | 14 0.56 10.62 CA-Salinas | 2 0.08 10.70 CA-San Bernardino | 14 0.56 11.26 CA-San Diego | 18 0.72 11.98 CA-San Francisco | 10 0.40 12.38 CA-San Jose | 7 0.28 12.65 CA-San Luis Obispo | 4 0.16 12.81 CA-San Mateo County | 4 0.16 12.97 CA-Santa Barbara | 3 0.12 13.09 CA-Santa Cruz | 2 0.08 13.17 CA-Santa Rosa | 4 0.16 13.33 CA-Stockton | 5 0.20 13.53 CA-Ventura | 6 0.24 13.77 CO-Boulder | 2 0.08 13.85 CO-Colorado Springs | 4 0.16 14.01 CO-Denver | 14 0.56 14.57 CO-Fort Collins | 2 0.08 14.65 CO-Grand Junction | 2 0.08 14.73 CO-Greeley | 3 0.12 14.85 CO-Pueblo | 2 0.08 14.93 CT-Bridgeport | 5 0.20 15.13 CT-Hartford | 14 0.56 15.69 CT-New Haven | 11 0.44 16.13 DC-Washington | 17 0.68 16.81 DE-Wilmington | 5 0.20 17.01 FL-Bradenton | 3 0.12 17.13 FL-Clearwater | 5 0.20 17.33 FL-Fort Lauderdale | 23 0.92 18.24 FL-Fort Myers | 9 0.36 18.60 FL-Gainesville | 5 0.20 18.80 FL-Hudson | 5 0.20 19.00 FL-Jacksonville | 13 0.52 19.52 FL-Lakeland | 3 0.12 19.64 FL-Miami | 23 0.92 20.56 FL-Ocala | 4 0.16 20.72 FL-Orlando | 28 1.12 21.84 FL-Ormond Beach | 4 0.16 22.00 FL-Panama City | 2 0.08 22.08 FL-Pensacola | 11 0.44 22.51 FL-Sarasota | 4 0.16 22.67 FL-St. Petersburg | 6 0.24 22.91 FL-Tallahassee | 6 0.24 23.15 FL-Tampa | 9 0.36 23.51 GA-Albany | 2 0.08 23.59 GA-Atlanta | 40 1.60 25.19 GA-Augusta | 5 0.20 25.39 GA-Columbus | 2 0.08 25.47 GA-Macon | 7 0.28 25.75 GA-Rome | 3 0.12 25.87 GA-Savannah | 9 0.36 26.23 HI-Honolulu | 8 0.32 26.55 IA-Cedar Rapids | 2 0.08 26.63 IA-Davenport | 6 0.24 26.87 IA-Des Moines | 9 0.36 27.23 IA-Dubuque | 2 0.08 27.31 IA-Iowa City | 6 0.24 27.54 IA-Mason City | 1 0.04 27.58 IA-Sioux City | 2 0.08 27.66 IA-Waterloo | 3 0.12 27.78 ID-Boise | 6 0.24 28.02 ID-Idaho Falls | 1 0.04 28.06 IL-Aurora | 2 0.08 28.14 IL-Bloomington | 2 0.08 28.22 IL-Blue Island | 7 0.28 28.50 IL-Chicago | 18 0.72 29.22 IL-Elgin | 5 0.20 29.42 IL-Evanston | 6 0.24 29.66 IL-Hinsdale | 4 0.16 29.82 IL-Joliet | 5 0.20 30.02 IL-Melrose Park | 12 0.48 30.50 IL-Peoria | 11 0.44 30.94 IL-Rockford | 9 0.36 31.30 IL-Springfield | 10 0.40 31.70 IL-Urbana | 5 0.20 31.90 IN-Evansville | 10 0.40 32.30 IN-Fort Wayne | 8 0.32 32.61 IN-Gary | 5 0.20 32.81 IN-Indianapolis | 32 1.28 34.09 IN-Lafayette | 3 0.12 34.21 IN-Muncie | 1 0.04 34.25 IN-Munster | 4 0.16 34.41 IN-South Bend | 6 0.24 34.65 IN-Terre Haute | 2 0.08 34.73 KS-Topeka | 4 0.16 34.89 KS-Wichita | 11 0.44 35.33 KY-Covington | 3 0.12 35.45 KY-Lexington | 23 0.92 36.37 KY-Louisville | 17 0.68 37.05 KY-Owensboro | 1 0.04 37.09 KY-Paducah | 6 0.24 37.33 LA-Alexandria | 4 0.16 37.49 LA-Baton Rouge | 5 0.20 37.68 LA-Houma | 3 0.12 37.80 LA-Lafayette | 10 0.40 38.20 LA-Lake Charles | 3 0.12 38.32 LA-Metairie | 5 0.20 38.52 LA-Monroe | 4 0.16 38.68 LA-New Orleans | 4 0.16 38.84 LA-Shreveport | 9 0.36 39.20 LA-Slidell | 2 0.08 39.28 MA-Boston | 39 1.56 40.84 MA-Springfield | 8 0.32 41.16 MA-Worcester | 6 0.24 41.40 MD-Baltimore | 20 0.80 42.20 MD-Salisbury | 5 0.20 42.40 MD-Takoma Park | 6 0.24 42.63 ME-Bangor | 8 0.32 42.95 ME-Portland | 16 0.64 43.59 MI-Ann Arbor | 9 0.36 43.95 MI-Dearborn | 5 0.20 44.15 MI-Detroit | 13 0.52 44.67 MI-Flint | 4 0.16 44.83 MI-Grand Rapids | 9 0.36 45.19 MI-Kalamazoo | 6 0.24 45.43 MI-Lansing | 6 0.24 45.67 MI-Marquette | 3 0.12 45.79 MI-Muskegon | 3 0.12 45.91 MI-Petoskey | 3 0.12 46.03 MI-Pontiac | 3 0.12 46.15 MI-Royal Oak | 5 0.20 46.35 MI-Saginaw | 8 0.32 46.67 MI-St. Joseph | 1 0.04 46.71 MI-Traverse City | 2 0.08 46.79 MN-Duluth | 2 0.08 46.87 MN-Minneapolis | 17 0.68 47.54 MN-Rochester | 4 0.16 47.70 MN-St. Cloud | 1 0.04 47.74 MN-St. Paul | 5 0.20 47.94 MO-Cape Girardeau | 3 0.12 48.06 MO-Columbia | 10 0.40 48.46 MO-Joplin | 6 0.24 48.70 MO-Kansas City | 22 0.88 49.58 MO-Springfield | 8 0.32 49.90 MO-St. Louis | 32 1.28 51.18 MS-Gulfport | 2 0.08 51.26 MS-Hattiesburg | 4 0.16 51.42 MS-Jackson | 12 0.48 51.90 MS-Meridian | 2 0.08 51.98 MS-Oxford | 2 0.08 52.06 MS-Tupelo | 6 0.24 52.30 MT-Billings | 6 0.24 52.53 MT-Great Falls | 1 0.04 52.57 MT-Missoula | 4 0.16 52.73 NC-Asheville | 9 0.36 53.09 NC-Charlotte | 19 0.76 53.85 NC-Durham | 13 0.52 54.37 NC-Greensboro | 3 0.12 54.49 NC-Greenville | 11 0.44 54.93 NC-Hickory | 4 0.16 55.09 NC-Raleigh | 13 0.52 55.61 NC-Wilmington | 3 0.12 55.73 NC-Winston-Salem | 11 0.44 56.17 ND-Bismarck | 3 0.12 56.29 ND-Fargo/Moorhead MN | 3 0.12 56.41 ND-Grand Forks | 1 0.04 56.45 ND-Minot | 1 0.04 56.49 NE-Lincoln | 4 0.16 56.65 NE-Omaha | 14 0.56 57.21 NH-Lebanon | 6 0.24 57.45 NH-Manchester | 10 0.40 57.84 NJ-Camden | 20 0.80 58.64 NJ-Hackensack | 7 0.28 58.92 NJ-Morristown | 6 0.24 59.16 NJ-New Brunswick | 6 0.24 59.40 NJ-Newark | 12 0.48 59.88 NJ-Paterson | 2 0.08 59.96 NJ-Ridgewood | 3 0.12 60.08 NM-Albuquerque | 9 0.36 60.44 NV-Las Vegas | 15 0.60 61.04 NV-Reno | 5 0.20 61.24 NY-Albany | 19 0.76 62.00 NY-Binghamton | 4 0.16 62.16 NY-Bronx | 6 0.24 62.40 NY-Buffalo | 9 0.36 62.75 NY-East Long Island | 28 1.12 63.87 NY-Elmira | 5 0.20 64.07 NY-Manhattan | 22 0.88 64.95 NY-Rochester | 9 0.36 65.31 NY-Syracuse | 10 0.40 65.71 NY-White Plains | 10 0.40 66.11 OH-Akron | 6 0.24 66.35 OH-Canton | 6 0.24 66.59 OH-Cincinnati | 16 0.64 67.23 OH-Cleveland | 21 0.84 68.06 OH-Columbus | 23 0.92 68.98 OH-Dayton | 10 0.40 69.38 OH-Elyria | 2 0.08 69.46 OH-Kettering | 4 0.16 69.62 OH-Toledo | 12 0.48 70.10 OH-Youngstown | 8 0.32 70.42 OK-Lawton | 2 0.08 70.50 OK-Oklahoma City | 18 0.72 71.22 OK-Tulsa | 14 0.56 71.78 OR-Bend | 1 0.04 71.82 OR-Eugene | 5 0.20 72.02 OR-Medford | 5 0.20 72.22 OR-Portland | 15 0.60 72.81 OR-Salem | 1 0.04 72.85 PA-Allentown | 14 0.56 73.41 PA-Altoona | 3 0.12 73.53 PA-Danville | 5 0.20 73.73 PA-Erie | 10 0.40 74.13 PA-Harrisburg | 9 0.36 74.49 PA-Johnstown | 1 0.04 74.53 PA-Lancaster | 6 0.24 74.77 PA-Philadelphia | 35 1.40 76.17 PA-Pittsburgh | 33 1.32 77.49 PA-Reading | 5 0.20 77.68 PA-Sayre | 3 0.12 77.80 PA-Scranton | 4 0.16 77.96 PA-Wilkes-Barre | 2 0.08 78.04 PA-York | 3 0.12 78.16 RI-Providence | 11 0.44 78.60 SC-Charleston | 10 0.40 79.00 SC-Columbia | 10 0.40 79.40 SC-Florence | 5 0.20 79.60 SC-Greenville | 7 0.28 79.88 SC-Spartanburg | 4 0.16 80.04 SD-Rapid City | 2 0.08 80.12 SD-Sioux Falls | 8 0.32 80.44 TN-Chattanooga | 7 0.28 80.72 TN-Jackson | 4 0.16 80.88 TN-Johnson City | 3 0.12 81.00 TN-Kingsport | 8 0.32 81.32 TN-Knoxville | 18 0.72 82.04 TN-Memphis | 15 0.60 82.63 TN-Nashville | 32 1.28 83.91 TX-Abilene | 3 0.12 84.03 TX-Amarillo | 3 0.12 84.15 TX-Austin | 12 0.48 84.63 TX-Beaumont | 4 0.16 84.79 TX-Bryan | 2 0.08 84.87 TX-Corpus Christi | 4 0.16 85.03 TX-Dallas | 42 1.68 86.71 TX-El Paso | 7 0.28 86.99 TX-Fort Worth | 15 0.60 87.58 TX-Harlingen | 5 0.20 87.78 TX-Houston | 39 1.56 89.34 TX-Longview | 2 0.08 89.42 TX-Lubbock | 7 0.28 89.70 TX-McAllen | 4 0.16 89.86 TX-Odessa | 2 0.08 89.94 TX-San Angelo | 2 0.08 90.02 TX-San Antonio | 15 0.60 90.62 TX-Temple | 2 0.08 90.70 TX-Tyler | 6 0.24 90.94 TX-Victoria | 3 0.12 91.06 TX-Waco | 2 0.08 91.14 TX-Wichita Falls | 1 0.04 91.18 US-United States | 1 0.04 91.22 UT-Ogden | 3 0.12 91.34 UT-Provo | 2 0.08 91.42 UT-Salt Lake City | 10 0.40 91.82 VA-Arlington | 10 0.40 92.22 VA-Charlottesville | 5 0.20 92.42 VA-Lynchburg | 2 0.08 92.50 VA-Newport News | 5 0.20 92.69 VA-Norfolk | 11 0.44 93.13 VA-Richmond | 15 0.60 93.73 VA-Roanoke | 12 0.48 94.21 VA-Winchester | 4 0.16 94.37 VT-Burlington | 10 0.40 94.77 WA-Everett | 4 0.16 94.93 WA-Olympia | 4 0.16 95.09 WA-Seattle | 18 0.72 95.81 WA-Spokane | 12 0.48 96.29 WA-Tacoma | 5 0.20 96.49 WA-Yakima | 3 0.12 96.61 WI-Appleton | 4 0.16 96.77 WI-Green Bay | 9 0.36 97.13 WI-La Crosse | 3 0.12 97.25 WI-Madison | 11 0.44 97.68 WI-Marshfield | 5 0.20 97.88 WI-Milwaukee | 23 0.92 98.80 WI-Neenah | 4 0.16 98.96 WI-Wausau | 3 0.12 99.08 WV-Charleston | 10 0.40 99.48 WV-Huntington | 6 0.24 99.72 WV-Morgantown | 6 0.24 99.96 WY-Casper | 1 0.04 100.00 ------------------------------+----------------------------------- Total | 2,505 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018