Frequencies for first 10,000 rows of man_to_w2016 dataset : by Jean Roth , jroth@nber.org , 19 Sep 2018 Frequencies for first 10,000 rows of state variable in man_to_w2016 dataset : State | Freq. Percent Cum. ----------------+----------------------------------- Nebraska | 170 1.70 1.70 Nevada | 48 0.48 2.18 New Hampshire | 55 0.55 2.73 New Jersey | 260 2.60 5.33 New Mexico | 245 2.45 7.78 New York | 1,709 17.09 24.87 North Carolina | 881 8.81 33.68 North Dakota | 341 3.41 37.09 Ohio | 2,220 22.20 59.29 Oklahoma | 718 7.18 66.47 Oregon | 444 4.44 70.91 Pennsylvania | 1,638 16.38 87.29 Puerto Rico | 1,271 12.71 100.00 ----------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of county variable in man_to_w2016 dataset : County | Freq. Percent Cum. ----------------------+----------------------------------- Adair | 10 0.10 0.10 Adams | 51 0.51 0.61 Adjuntas | 24 0.24 0.85 Aguada | 24 0.24 1.09 Aguadilla | 24 0.24 1.33 Aguas Buenas | 24 0.24 1.57 Aibonito | 24 0.24 1.81 Alamance | 13 0.13 1.94 Albany | 36 0.36 2.30 Alexander | 14 0.14 2.44 Alfalfa | 11 0.11 2.55 Allegany | 30 0.30 2.85 Alleghany | 9 0.09 2.94 Allegheny | 28 0.28 3.22 Allen | 28 0.28 3.50 Anasco | 24 0.24 3.74 Anson | 8 0.08 3.82 Arecibo | 24 0.24 4.06 Armstrong | 22 0.22 4.28 Arroyo | 23 0.23 4.51 Arthur | 2 0.02 4.53 Ashe | 7 0.07 4.60 Ashland | 25 0.25 4.85 Ashtabula | 12 0.12 4.97 Athens | 7 0.07 5.04 Atlantic | 8 0.08 5.12 Atoka | 4 0.04 5.16 Auglaize | 20 0.20 5.36 Avery | 9 0.09 5.45 Baker | 3 0.03 5.48 Banner | 2 0.02 5.50 Barceloneta | 24 0.24 5.74 Barnes | 9 0.09 5.83 Barranquitas | 24 0.24 6.07 Bayamon | 27 0.27 6.34 Beaufort | 8 0.08 6.42 Beaver | 28 0.28 6.70 Beckham | 4 0.04 6.74 Bedford | 23 0.23 6.97 Belknap | 3 0.03 7.00 Belmont | 17 0.17 7.17 Benson | 7 0.07 7.24 Benton | 18 0.18 7.42 Bergen | 16 0.16 7.58 Berks | 31 0.31 7.89 Bernalillo | 16 0.16 8.05 Bertie | 9 0.09 8.14 Billings | 7 0.07 8.21 Bladen | 9 0.09 8.30 Blaine | 11 0.11 8.41 Blair | 28 0.28 8.69 Boone | 3 0.03 8.72 Bowman | 7 0.07 8.79 Box Butte | 1 0.01 8.80 Bradford | 9 0.09 8.89 Bronx | 48 0.48 9.37 Broome | 38 0.38 9.75 Brown | 28 0.28 10.03 Brunswick | 5 0.05 10.08 Bryan | 4 0.04 10.12 Bucks | 25 0.25 10.37 Buffalo | 3 0.03 10.40 Buncombe | 8 0.08 10.48 Burke | 6 0.06 10.54 Burleigh | 10 0.10 10.64 Burlington | 6 0.06 10.70 Burt | 2 0.02 10.72 Butler | 65 0.65 11.37 Cabarrus | 14 0.14 11.51 Cabo Rojo | 24 0.24 11.75 Caddo | 9 0.09 11.84 Caguas | 27 0.27 12.11 Caldwell | 14 0.14 12.25 Cambria | 27 0.27 12.52 Camden | 11 0.11 12.63 Cameron | 30 0.30 12.93 Camuy | 24 0.24 13.17 Canadian | 23 0.23 13.40 Canovanas | 27 0.27 13.67 Cape May | 6 0.06 13.73 Carbon | 25 0.25 13.98 Carolina | 27 0.27 14.25 Carroll | 34 0.34 14.59 Carson City | 5 0.05 14.64 Carter | 4 0.04 14.68 Carteret | 6 0.06 14.74 Cass | 15 0.15 14.89 Caswell | 16 0.16 15.05 Catano | 27 0.27 15.32 Catawba | 17 0.17 15.49 Catron | 5 0.05 15.54 Cattaraugus | 30 0.30 15.84 Cavalier | 7 0.07 15.91 Cayey | 24 0.24 16.15 Cayuga | 28 0.28 16.43 Cedar | 2 0.02 16.45 Ceiba | 26 0.26 16.71 Centre | 27 0.27 16.98 Champaign | 29 0.29 17.27 Chatham | 16 0.16 17.43 Chautauqua | 26 0.26 17.69 Chaves | 5 0.05 17.74 Chemung | 23 0.23 17.97 Chenango | 29 0.29 18.26 Cherokee | 15 0.15 18.41 Cheshire | 7 0.07 18.48 Chester | 22 0.22 18.70 Cheyenne | 2 0.02 18.72 Choctaw | 4 0.04 18.76 Chowan | 9 0.09 18.85 Churchill | 4 0.04 18.89 Ciales | 24 0.24 19.13 Cibola | 11 0.11 19.24 Cidra | 24 0.24 19.48 Cimarron | 3 0.03 19.51 Clackamas | 31 0.31 19.82 Clarion | 18 0.18 20.00 Clark | 49 0.49 20.49 Clatsop | 6 0.06 20.55 Clay | 3 0.03 20.58 Clearfield | 27 0.27 20.85 Clermont | 37 0.37 21.22 Cleveland | 30 0.30 21.52 Clinton | 60 0.60 22.12 Coal | 4 0.04 22.16 Coamo | 24 0.24 22.40 Colfax | 9 0.09 22.49 Columbia | 67 0.67 23.16 Columbiana | 36 0.36 23.52 Columbus | 7 0.07 23.59 Comanche | 5 0.05 23.64 Comerio | 24 0.24 23.88 Coos | 8 0.08 23.96 Corozal | 24 0.24 24.20 Cortland | 26 0.26 24.46 Coshocton | 19 0.19 24.65 Cotton | 7 0.07 24.72 Craig | 13 0.13 24.85 Craven | 2 0.02 24.87 Crawford | 43 0.43 25.30 Creek | 17 0.17 25.47 Crook | 11 0.11 25.58 Culebra | 27 0.27 25.85 Cumberland | 49 0.49 26.34 Cuming | 3 0.03 26.37 Currituck | 3 0.03 26.40 Curry | 13 0.13 26.53 Custer | 4 0.04 26.57 Cuyahoga | 50 0.50 27.07 Dakota | 3 0.03 27.10 Dare | 2 0.02 27.12 Darke | 17 0.17 27.29 Dauphin | 30 0.30 27.59 Davidson | 14 0.14 27.73 Davie | 13 0.13 27.86 Dawes | 2 0.02 27.88 Dawson | 2 0.02 27.90 DeBaca | 3 0.03 27.93 Defiance | 15 0.15 28.08 Delaware | 83 0.83 28.91 Deschutes | 12 0.12 29.03 Dewey | 9 0.09 29.12 Dickey | 7 0.07 29.19 Dixon | 1 0.01 29.20 Dodge | 6 0.06 29.26 Dona Ana | 7 0.07 29.33 Dorado | 24 0.24 29.57 Douglas | 34 0.34 29.91 Dunn | 7 0.07 29.98 Duplin | 7 0.07 30.05 Durham | 16 0.16 30.21 Dutchess | 18 0.18 30.39 Eddy | 12 0.12 30.51 Edgecombe | 6 0.06 30.57 Elk | 23 0.23 30.80 Ellis | 4 0.04 30.84 Emmons | 7 0.07 30.91 Erie | 85 0.85 31.76 Esmeralda | 1 0.01 31.77 Essex | 43 0.43 32.20 Fairfield | 30 0.30 32.50 Fajardo | 26 0.26 32.76 Fayette | 42 0.42 33.18 Florida | 24 0.24 33.42 Forest | 23 0.23 33.65 Forsyth | 12 0.12 33.77 Foster | 7 0.07 33.84 Franklin | 72 0.72 34.56 Fulton | 74 0.74 35.30 Gage | 3 0.03 35.33 Gallia | 8 0.08 35.41 Garfield | 11 0.11 35.52 Garvin | 10 0.10 35.62 Gaston | 14 0.14 35.76 Gates | 8 0.08 35.84 Geauga | 47 0.47 36.31 Genesee | 28 0.28 36.59 Gilliam | 3 0.03 36.62 Gloucester | 8 0.08 36.70 Gosper | 3 0.03 36.73 Grady | 17 0.17 36.90 Grafton | 6 0.06 36.96 Graham | 3 0.03 36.99 Grand Forks | 9 0.09 37.08 Grant | 32 0.32 37.40 Granville | 5 0.05 37.45 Greene | 90 0.90 38.35 Greer | 2 0.02 38.37 Griggs | 7 0.07 38.44 Guadalupe | 4 0.04 38.48 Guanica | 24 0.24 38.72 Guayama | 23 0.23 38.95 Guayanilla | 24 0.24 39.19 Guaynabo | 27 0.27 39.46 Guernsey | 18 0.18 39.64 Guilford | 17 0.17 39.81 Gurabo | 24 0.24 40.05 Halifax | 7 0.07 40.12 Hall | 2 0.02 40.14 Hamilton | 56 0.56 40.70 Hancock | 20 0.20 40.90 Hardin | 14 0.14 41.04 Harding | 3 0.03 41.07 Harmon | 2 0.02 41.09 Harnett | 5 0.05 41.14 Harney | 3 0.03 41.17 Harper | 3 0.03 41.20 Harrison | 22 0.22 41.42 Haskell | 13 0.13 41.55 Hatillo | 24 0.24 41.79 Hayes | 1 0.01 41.80 Haywood | 7 0.07 41.87 Henderson | 11 0.11 41.98 Henry | 22 0.22 42.20 Herkimer | 27 0.27 42.47 Hertford | 8 0.08 42.55 Hettinger | 7 0.07 42.62 Hidalgo | 4 0.04 42.66 Highland | 22 0.22 42.88 Hillsborough | 11 0.11 42.99 Hocking | 13 0.13 43.12 Hoke | 8 0.08 43.20 Holmes | 25 0.25 43.45 Hood River | 10 0.10 43.55 Hooker | 3 0.03 43.58 Hormigueros | 24 0.24 43.82 Hudson | 19 0.19 44.01 Hughes | 9 0.09 44.10 Humacao | 23 0.23 44.33 Hunterdon | 7 0.07 44.40 Huntingdon | 33 0.33 44.73 Huron | 13 0.13 44.86 Hyde | 7 0.07 44.93 Indiana | 23 0.23 45.16 Iredell | 14 0.14 45.30 Isabela | 24 0.24 45.54 Jackson | 38 0.38 45.92 Jayuya | 24 0.24 46.16 Jefferson | 84 0.84 47.00 Johnson | 1 0.01 47.01 Johnston | 11 0.11 47.12 Jones | 8 0.08 47.20 Josephine | 17 0.17 47.37 Juana Diaz | 24 0.24 47.61 Juncos | 24 0.24 47.85 Juniata | 28 0.28 48.13 Kay | 4 0.04 48.17 Kearney | 1 0.01 48.18 Keith | 2 0.02 48.20 Keya Paha | 3 0.03 48.23 Kidder | 9 0.09 48.32 Kingfisher | 12 0.12 48.44 Kings | 45 0.45 48.89 Kiowa | 9 0.09 48.98 Klamath | 11 0.11 49.09 Knox | 21 0.21 49.30 LaMoure | 7 0.07 49.37 Lackawanna | 24 0.24 49.61 Lajas | 24 0.24 49.85 Lake | 57 0.57 50.42 Lancaster | 42 0.42 50.84 Lane | 22 0.22 51.06 Lares | 24 0.24 51.30 Las Marias | 24 0.24 51.54 Las Piedras | 24 0.24 51.78 Latimer | 5 0.05 51.83 Lawrence | 40 0.40 52.23 Le Flore | 4 0.04 52.27 Lea | 5 0.05 52.32 Lebanon | 25 0.25 52.57 Lee | 10 0.10 52.67 Lehigh | 31 0.31 52.98 Lenoir | 2 0.02 53.00 Lewis | 19 0.19 53.19 Licking | 33 0.33 53.52 Lincoln | 45 0.45 53.97 Linn | 18 0.18 54.15 Livingston | 16 0.16 54.31 Logan | 44 0.44 54.75 Loiza | 27 0.27 55.02 Lorain | 43 0.43 55.45 Los Alamos | 7 0.07 55.52 Loup | 2 0.02 55.54 Love | 4 0.04 55.58 Lucas | 39 0.39 55.97 Luna | 7 0.07 56.04 Luquillo | 27 0.27 56.31 Luzerne | 22 0.22 56.53 Lycoming | 21 0.21 56.74 Lyon | 6 0.06 56.80 Macon | 3 0.03 56.83 Madison | 65 0.65 57.48 Mahoning | 47 0.47 57.95 Major | 11 0.11 58.06 Malheur | 6 0.06 58.12 Manati | 24 0.24 58.36 Maricao | 24 0.24 58.60 Marion | 47 0.47 59.07 Marshall | 4 0.04 59.11 Martin | 8 0.08 59.19 Maunabo | 23 0.23 59.42 Mayaguez | 24 0.24 59.66 Mayes | 17 0.17 59.83 McClain | 16 0.16 59.99 McCurtain | 4 0.04 60.03 McDowell | 8 0.08 60.11 McHenry | 7 0.07 60.18 McIntosh | 17 0.17 60.35 McKean | 18 0.18 60.53 McKinley | 5 0.05 60.58 McLean | 7 0.07 60.65 McPherson | 3 0.03 60.68 Mecklenburg | 16 0.16 60.84 Medina | 57 0.57 61.41 Meigs | 6 0.06 61.47 Mercer | 69 0.69 62.16 Merrick | 2 0.02 62.18 Merrimack | 8 0.08 62.26 Miami | 31 0.31 62.57 Middlesex | 14 0.14 62.71 Mifflin | 26 0.26 62.97 Mineral | 1 0.01 62.98 Mitchell | 8 0.08 63.06 Moca | 24 0.24 63.30 Monmouth | 20 0.20 63.50 Monroe | 65 0.65 64.15 Montgomery | 89 0.89 65.04 Montour | 26 0.26 65.30 Moore | 6 0.06 65.36 Mora | 4 0.04 65.40 Morgan | 16 0.16 65.56 Morovis | 20 0.20 65.76 Morrill | 2 0.02 65.78 Morris | 17 0.17 65.95 Morrow | 27 0.27 66.22 Morton | 9 0.09 66.31 Multnomah | 31 0.31 66.62 Murray | 3 0.03 66.65 Muskingum | 22 0.22 66.87 Muskogee | 18 0.18 67.05 Nance | 2 0.02 67.07 Nash | 6 0.06 67.13 Nassau | 31 0.31 67.44 Nelson | 7 0.07 67.51 New Hanover | 6 0.06 67.57 New York | 47 0.47 68.04 Niagara | 34 0.34 68.38 Noble | 32 0.32 68.70 Northampton | 39 0.39 69.09 Northumberland | 26 0.26 69.35 Nowata | 9 0.09 69.44 Nuckolls | 1 0.01 69.45 Nye | 2 0.02 69.47 Ocean | 19 0.19 69.66 Okfuskee | 13 0.13 69.79 Oklahoma | 23 0.23 70.02 Okmulgee | 15 0.15 70.17 Oliver | 7 0.07 70.24 Oneida | 34 0.34 70.58 Onondaga | 32 0.32 70.90 Onslow | 5 0.05 70.95 Ontario | 20 0.20 71.15 Orange | 40 0.40 71.55 Orleans | 29 0.29 71.84 Osage | 16 0.16 72.00 Oswego | 27 0.27 72.27 Otero | 8 0.08 72.35 Otoe | 2 0.02 72.37 Otsego | 23 0.23 72.60 Ottawa | 33 0.33 72.93 Pamlico | 6 0.06 72.99 Pasquotank | 2 0.02 73.01 Passaic | 17 0.17 73.18 Paulding | 14 0.14 73.32 Pawnee | 11 0.11 73.43 Payne | 5 0.05 73.48 Pembina | 7 0.07 73.55 Pender | 8 0.08 73.63 Perkins | 2 0.02 73.65 Perquimans | 4 0.04 73.69 Perry | 44 0.44 74.13 Person | 17 0.17 74.30 Philadelphia | 20 0.20 74.50 Pickaway | 24 0.24 74.74 Pierce | 7 0.07 74.81 Pike | 28 0.28 75.09 Pitt | 7 0.07 75.16 Pittsburg | 9 0.09 75.25 Platte | 3 0.03 75.28 Polk | 34 0.34 75.62 Pontotoc | 11 0.11 75.73 Portage | 53 0.53 76.26 Pottawatomie | 19 0.19 76.45 Potter | 23 0.23 76.68 Preble | 32 0.32 77.00 Pushmataha | 11 0.11 77.11 Putnam | 37 0.37 77.48 Quay | 3 0.03 77.51 Queens | 49 0.49 78.00 Ramsey | 7 0.07 78.07 Randolph | 16 0.16 78.23 Ransom | 7 0.07 78.30 Rensselaer | 37 0.37 78.67 Richland | 30 0.30 78.97 Richmond | 50 0.50 79.47 Rio Arriba | 12 0.12 79.59 Robeson | 6 0.06 79.65 Rockingham | 26 0.26 79.91 Rockland | 18 0.18 80.09 Roger Mills | 3 0.03 80.12 Rogers | 17 0.17 80.29 Rolette | 7 0.07 80.36 Roosevelt | 3 0.03 80.39 Ross | 18 0.18 80.57 Rowan | 16 0.16 80.73 Rutherford | 3 0.03 80.76 Salem | 8 0.08 80.84 Sampson | 8 0.08 80.92 San Juan | 3 0.03 80.95 San Miguel | 11 0.11 81.06 Sandoval | 16 0.16 81.22 Sandusky | 20 0.20 81.42 Santa Fe | 15 0.15 81.57 Saratoga | 35 0.35 81.92 Sargent | 7 0.07 81.99 Sarpy | 11 0.11 82.10 Saunders | 6 0.06 82.16 Schenectady | 37 0.37 82.53 Schoharie | 23 0.23 82.76 Schuyler | 20 0.20 82.96 Schuylkill | 28 0.28 83.24 Scioto | 11 0.11 83.35 Scotland | 11 0.11 83.46 Scotts Bluff | 2 0.02 83.48 Seminole | 13 0.13 83.61 Seneca | 45 0.45 84.06 Sequoyah | 5 0.05 84.11 Seward | 2 0.02 84.13 Shelby | 24 0.24 84.37 Sheridan | 9 0.09 84.46 Sherman | 10 0.10 84.56 Sierra | 7 0.07 84.63 Sioux | 7 0.07 84.70 Slope | 7 0.07 84.77 Snyder | 27 0.27 85.04 Socorro | 7 0.07 85.11 Somerset | 36 0.36 85.47 St. Lawrence | 20 0.20 85.67 Stanly | 6 0.06 85.73 Stanton | 2 0.02 85.75 Stark | 54 0.54 86.29 Steele | 7 0.07 86.36 Stephens | 4 0.04 86.40 Steuben | 25 0.25 86.65 Stokes | 11 0.11 86.76 Storey | 5 0.05 86.81 Strafford | 10 0.10 86.91 Stutsman | 9 0.09 87.00 Suffolk | 24 0.24 87.24 Sullivan | 37 0.37 87.61 Summit | 54 0.54 88.15 Surry | 6 0.06 88.21 Susquehanna | 23 0.23 88.44 Sussex | 10 0.10 88.54 Swain | 5 0.05 88.59 Taos | 8 0.08 88.67 Texas | 4 0.04 88.71 Thomas | 2 0.02 88.73 Thurston | 1 0.01 88.74 Tillamook | 3 0.03 88.77 Tillman | 9 0.09 88.86 Tioga | 48 0.48 89.34 Tompkins | 21 0.21 89.55 Torrance | 16 0.16 89.71 Towner | 7 0.07 89.78 Traill | 9 0.09 89.87 Transylvania | 8 0.08 89.95 Trumbull | 48 0.48 90.43 Tulsa | 26 0.26 90.69 Tuscarawas | 22 0.22 90.91 Tyrrell | 4 0.04 90.95 Ulster | 20 0.20 91.15 Umatilla | 8 0.08 91.23 Union | 86 0.86 92.09 Valencia | 16 0.16 92.25 Van Wert | 19 0.19 92.44 Vance | 8 0.08 92.52 Venango | 23 0.23 92.75 Vinton | 13 0.13 92.88 Wagoner | 16 0.16 93.04 Wake | 17 0.17 93.21 Wallowa | 3 0.03 93.24 Walsh | 7 0.07 93.31 Ward | 7 0.07 93.38 Warren | 100 1.00 94.38 Wasco | 9 0.09 94.47 Washington | 124 1.24 95.71 Washita | 3 0.03 95.74 Washoe | 8 0.08 95.82 Watauga | 8 0.08 95.90 Wayne | 84 0.84 96.74 Wells | 7 0.07 96.81 Westchester | 38 0.38 97.19 Westmoreland | 26 0.26 97.45 Wheeler | 12 0.12 97.57 Wilkes | 13 0.13 97.70 Williams | 23 0.23 97.93 Wilson | 5 0.05 97.98 Wood | 36 0.36 98.34 Woods | 9 0.09 98.43 Woodward | 4 0.04 98.47 Wyandot | 13 0.13 98.60 Wyoming | 54 0.54 99.14 Yadkin | 10 0.10 99.24 Yamhill | 17 0.17 99.41 Yancey | 10 0.10 99.51 Yates | 25 0.25 99.76 York | 24 0.24 100.00 ----------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of organizationname variable in man_to_w2016 dataset : Organization Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- ATRIO Health Plans | 28 0.28 0.28 Access Medicare | 9 0.09 0.37 Advantage Medicare Plan | 3 0.03 0.40 Aetna Medicare | 450 4.50 4.90 Affinity Health Plan | 20 0.20 5.10 AgeWell New York | 7 0.07 5.17 AllCare Advantage | 6 0.06 5.23 AlphaCare of New York, Inc. | 4 0.04 5.27 AmeriHealth 65 Preferred HMO | 42 0.42 5.69 Amerigroup Community Care of New Mexico | 5 0.05 5.74 Amida Care | 5 0.05 5.79 Anthem Blue Cross and Blue Shield | 344 3.44 9.23 Arcadian Health Plan, Inc. | 6 0.06 9.29 BCBS of WNY/BS of NENY/HealthNow New .. | 82 0.82 10.11 Blue Cross Blue Shield of IL, MT, NM | 8 0.08 10.19 Blue Cross Blue Shield of OK | 16 0.16 10.35 Blue Cross Blue Shield of Oklahoma | 14 0.14 10.49 Blue Cross and Blue Shield of IL, NM,.. | 29 0.29 10.78 Blue Cross and Blue Shield of North C.. | 282 2.82 13.60 CDPHP Medicare Choices | 84 0.84 14.44 CHA HMO, Inc. | 8 0.08 14.52 CHRISTUS Health Plan Generations | 3 0.03 14.55 CLOVER HEALTH | 21 0.21 14.76 Capital Advantage Insurance Company | 42 0.42 15.18 CareMore Health Plan of Nevada | 3 0.03 15.21 CareOregon Advantage | 11 0.11 15.32 Centers Plan for Healthy Living | 8 0.08 15.40 CommunityCare Senior Health Plan (HMO) | 24 0.24 15.64 Constellation Health | 33 0.33 15.97 Coventry Health Care | 95 0.95 16.92 EASY CHOICE HEALTH PLAN OF NEW YORK | 4 0.04 16.96 Elderplan | 10 0.10 17.06 EmblemHealth Medicare HMO | 24 0.24 17.30 EmblemHealth Medicare PPO | 16 0.16 17.46 Empire BlueCross BlueShield | 21 0.21 17.67 Erickson Advantage | 15 0.15 17.82 Excellus Health Plan, Inc | 174 1.74 19.56 FamilyCare Health Plans, Inc. | 28 0.28 19.84 Fidelis Care | 156 1.56 21.40 First +Plus | 52 0.52 21.92 FirstCarolinaCare Insurance Company | 21 0.21 22.13 GLOBALHEALTH MEDICARE | 220 2.20 24.33 Gateway Health Medicare Assured | 200 2.00 26.33 Geisinger Gold | 204 2.04 28.37 Generations Healthcare | 54 0.54 28.91 HUMANA HEALTH PLANS OF PUERTO RICO, I.. | 156 1.56 30.47 Harvard Pilgrim Health Care of New En.. | 10 0.10 30.57 Health Alliance Medicare | 9 0.09 30.66 Health Net Health Plan of Oregon, Inc. | 9 0.09 30.75 Health Net Life Insurance Company | 38 0.38 31.13 Health Partners Medicare | 15 0.15 31.28 Health Plan SecureChoice | 21 0.21 31.49 Health Plan of Nevada, Inc. | 6 0.06 31.55 HealthAmerica | 375 3.75 35.30 HealthSpan | 218 2.18 37.48 HealthTeam Advantage | 8 0.08 37.56 Healthfirst Medicare Plan | 19 0.19 37.75 HeartlandPlains Health | 2 0.02 37.77 Highmark Choice Company | 178 1.78 39.55 Highmark Senior Health Company | 220 2.20 41.75 Horizon Blue Cross Blue Shield of New.. | 49 0.49 42.24 Humana Benefit Plan of Illinois, Inc. | 148 1.48 43.72 Humana Health Company of New York, Inc. | 36 0.36 44.08 Humana Health Plan of Ohio, Inc. | 64 0.64 44.72 Humana Health Plan, Inc. | 15 0.15 44.87 Humana Insurance Company | 1,237 12.37 57.24 Humana Insurance Company of New York | 63 0.63 57.87 Humana Insurance of Puerto Rico, Inc. | 52 0.52 58.39 Humana Medical Plan of Pennsylvania, .. | 17 0.17 58.56 Humana Medical Plan, Inc. | 33 0.33 58.89 Humana Regional Health Plan, Inc. | 5 0.05 58.94 Independent Health | 40 0.40 59.34 Kaiser Permanente | 18 0.18 59.52 Keystone 65 HMO | 25 0.25 59.77 Keystone Health Plan Central, Inc. | 48 0.48 60.25 Liberty Health Advantage | 6 0.06 60.31 Lovelace Medicare Plan | 28 0.28 60.59 MCS Classicare | 260 2.60 63.19 MVP HEALTH CARE | 236 2.36 65.55 Martin's Point Generations Advantage | 4 0.04 65.59 MediGold | 124 1.24 66.83 Medica Insurance Company | 322 3.22 70.05 Medical Mutual of Ohio | 400 4.00 74.05 Medicare y Mucho Más | 305 3.05 77.10 Meridian Health Plan | 1 0.01 77.11 MetroPlus Health Plan | 4 0.04 77.15 Moda Health Plan, Inc. | 84 0.84 77.99 PMC Medicare Choice | 52 0.52 78.51 PacificSource Medicare | 52 0.52 79.03 Paramount Elite | 42 0.42 79.45 Personal Choice 65 PPO | 7 0.07 79.52 Premier Health Plan | 9 0.09 79.61 Presbyterian MediCare PPO | 99 0.99 80.60 Presbyterian Senior Care (HMO) | 24 0.24 80.84 PrimeTime Health Plan | 48 0.48 81.32 Prominence Health Plan | 5 0.05 81.37 Providence Health Plans | 45 0.45 81.82 QUALITY HEALTH PLANS | 8 0.08 81.90 Regence BlueCross BlueShield of Oregon | 53 0.53 82.43 RiverLink Health | 4 0.04 82.47 Samaritan Advantage Health Plan | 9 0.09 82.56 Senior Care Plus | 24 0.24 82.80 SummaCare Medicare Advantage Plans | 98 0.98 83.78 The Health Plan | 55 0.55 84.33 Today's Options of New York, Inc. | 3 0.03 84.36 Touchstone Health | 12 0.12 84.48 Trillium Advantage | 3 0.03 84.51 Triple S Advantage | 205 2.05 86.56 Triple-S Advantage | 156 1.56 88.12 UPMC Health Plan | 171 1.71 89.83 UnitedHealthcare | 708 7.08 96.91 Universal American Corp. | 232 2.32 99.23 VNSNY CHOICE Medicare | 36 0.36 99.59 WellCare | 41 0.41 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of planname variable in man_to_w2016 dataset : Plan Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- AARP MedicareComplete (HMO) | 9 0.09 0.09 AARP MedicareComplete Choice (PPO) | 30 0.30 0.39 AARP MedicareComplete Choice Plan 1 (.. | 3 0.03 0.42 AARP MedicareComplete Choice Plan 2 (.. | 3 0.03 0.45 AARP MedicareComplete Essential (HMO) | 73 0.73 1.18 AARP MedicareComplete Mosaic (HMO) | 5 0.05 1.23 AARP MedicareComplete Plan 1 (HMO) | 70 0.70 1.93 AARP MedicareComplete Plan 2 (HMO) | 71 0.71 2.64 AARP MedicareComplete Plan 3 (HMO) | 41 0.41 3.05 AARP MedicareComplete Plan 4 (HMO) | 12 0.12 3.17 AARP MedicareComplete Plan 5 (HMO) | 8 0.08 3.25 AARP MedicareComplete Plan 6 (HMO) | 10 0.10 3.35 AARP MedicareComplete Plan 7 (HMO) | 10 0.10 3.45 AARP MedicareComplete Plan 8 (HMO) | 2 0.02 3.47 AARP MedicareComplete Plus (HMO-POS) | 4 0.04 3.51 AARP MedicareComplete SecureHorizons .. | 7 0.07 3.58 AARP MedicareComplete SecureHorizons .. | 6 0.06 3.64 AARP MedicareComplete SecureHorizons .. | 6 0.06 3.70 ADVANTRA SILVER (PPO) | 1 0.01 3.71 ATRIO Bronze (PPO) | 2 0.02 3.73 ATRIO Bronze (Rogue) (PPO) | 2 0.02 3.75 ATRIO Bronze (Willamette) (PPO) | 2 0.02 3.77 ATRIO Bronze Rx (Basin) (PPO) | 1 0.01 3.78 ATRIO Bronze Rx (Rogue) (PPO) | 2 0.02 3.80 ATRIO Bronze Rx (Umpqua) (PPO) | 1 0.01 3.81 ATRIO Bronze Rx (Willamette) (PPO) | 2 0.02 3.83 ATRIO Gold Rx (PPO) | 2 0.02 3.85 ATRIO Gold Rx (Rogue) (PPO) | 2 0.02 3.87 ATRIO Gold Rx (Willamette) (PPO) | 2 0.02 3.89 ATRIO Silver (PPO) | 2 0.02 3.91 ATRIO Silver (Rogue) (PPO) | 2 0.02 3.93 ATRIO Silver Rx (PPO) | 2 0.02 3.95 ATRIO Silver Rx (Rogue) (PPO) | 2 0.02 3.97 ATRIO Silver Rx (Willamette) (PPO) | 2 0.02 3.99 Access Medicare Gold (HMO) | 3 0.03 4.02 Access Medicare Platinum (HMO) | 3 0.03 4.05 Access Medicare Platinum Advantage (H.. | 3 0.03 4.08 Advantage Choice (HMO) | 1 0.01 4.09 Advantage Choice Plus (HMO) | 1 0.01 4.10 Advantage Platinum Plus NY (HMO) | 4 0.04 4.14 Advantage Premier (HMO) | 1 0.01 4.15 Advantage Silver - NY (HMO) | 2 0.02 4.17 Advantage Silver - NY City (HMO) | 2 0.02 4.19 Advantra Basic Medical (HMO) | 56 0.56 4.75 Advantra Choice Plan (HMO) | 1 0.01 4.76 Advantra Connect Plus (HMO) | 18 0.18 4.94 Advantra Fayette Prime (HMO) | 1 0.01 4.95 Advantra Freedom (PPO) | 9 0.09 5.04 Advantra Gold (HMO) | 23 0.23 5.27 Advantra Gold (PPO) | 59 0.59 5.86 Advantra Northern Pennsylvania Gold (.. | 21 0.21 6.07 Advantra Silver (HMO) | 61 0.61 6.68 Advantra Silver (PPO) | 64 0.64 7.32 Advantra Silver Plus (HMO) | 40 0.40 7.72 Advantra Silver Plus (PPO) | 22 0.22 7.94 AdvantraOne (PPO) | 58 0.58 8.52 Aetna Medicare Basic Plan (HMO) | 11 0.11 8.63 Aetna Medicare Choice Plan (PPO) | 1 0.01 8.64 Aetna Medicare Connect Plus (HMO) | 10 0.10 8.74 Aetna Medicare Connect Plus (PPO) | 94 0.94 9.68 Aetna Medicare Elite Plan (HMO) | 2 0.02 9.70 Aetna Medicare Main Line Health Prime.. | 3 0.03 9.73 Aetna Medicare NJ Connect Gold (Regio.. | 21 0.21 9.94 Aetna Medicare NNJ Prime Plan (HMO) | 10 0.10 10.04 Aetna Medicare OH Connect Gold (Regio.. | 88 0.88 10.92 Aetna Medicare PinnacleHealth Prime P.. | 2 0.02 10.94 Aetna Medicare Premier Plan (HMO) | 14 0.14 11.08 Aetna Medicare Premier Plan (PPO) | 42 0.42 11.50 Aetna Medicare Prime Plan (HMO) | 4 0.04 11.54 Aetna Medicare Select Plan (HMO) | 16 0.16 11.70 Aetna Medicare Select Plan (PPO) | 1 0.01 11.71 Aetna Medicare Standard Plan (HMO) | 21 0.21 11.92 Aetna Medicare Standard Plan (PPO) | 42 0.42 12.34 Aetna Medicare Syracuse Prime Plan (P.. | 1 0.01 12.35 Aetna Medicare Value Plan (HMO) | 44 0.44 12.79 Aetna Medicare Value Plan (PPO) | 23 0.23 13.02 Affinity Medicare Passport Essentials.. | 5 0.05 13.07 Affinity Medicare Passport Essentials.. | 5 0.05 13.12 Affinity Medicare Passport Select (HMO) | 10 0.10 13.22 AgeWell New York LiveWell (HMO) | 7 0.07 13.29 AllCare Advantage Gold (HMO) | 3 0.03 13.32 AllCare Advantage Gold Plus Rx (HMO) | 3 0.03 13.35 AlphaCare Renew (HMO) | 4 0.04 13.39 AmeriHealth 65 Preferred Medical Only.. | 21 0.21 13.60 AmeriHealth 65 Preferred Rx (HMO) | 21 0.21 13.81 Amerivantage Classic (HMO) | 5 0.05 13.86 Amida Care True Life Plus (HMO) | 5 0.05 13.91 Anthem MediBlue Access (PPO) | 35 0.35 14.26 Anthem MediBlue Access (Regional PPO) | 88 0.88 15.14 Anthem MediBlue Access Core (Regional.. | 88 0.88 16.02 Anthem MediBlue Access Enhanced (PPO) | 17 0.17 16.19 Anthem MediBlue Connect for OPERS (HMO) | 43 0.43 16.62 Anthem MediBlue Coordination Plus (HMO) | 6 0.06 16.68 Anthem MediBlue Essential (HMO) | 40 0.40 17.08 Anthem MediBlue Plus (HMO) | 27 0.27 17.35 Apollo - Constellation Health (HMO) | 11 0.11 17.46 BasiCare with Part D (PPO) | 41 0.41 17.87 Basic (HMO) | 52 0.52 18.39 Blue Cross Medicare Advantage Basic (.. | 19 0.19 18.58 Blue Cross Medicare Advantage Choice .. | 29 0.29 18.87 Blue Cross Medicare Advantage Premier.. | 4 0.04 18.91 Blue Cross Medicare Advantage Premier.. | 15 0.15 19.06 Blue Medicare HMO Enhanced (HMO) | 50 0.50 19.56 Blue Medicare HMO Essential (HMO) | 11 0.11 19.67 Blue Medicare HMO Medical Only (HMO) | 85 0.85 20.52 Blue Medicare HMO Standard (HMO) | 74 0.74 21.26 Blue Medicare PPO Enhanced (PPO) | 62 0.62 21.88 BlueCross BlueShield Forever Blue Med.. | 8 0.08 21.96 BlueCross BlueShield Senior Blue HMO .. | 8 0.08 22.04 BlueCross BlueShield Senior Blue HMO .. | 8 0.08 22.12 BlueCross BlueShield Senior Blue HMO .. | 8 0.08 22.20 BlueShield Forever Blue Medicare PPO .. | 10 0.10 22.30 BlueShield Senior Blue 650 Part D (HM.. | 10 0.10 22.40 BlueShield Senior Blue HMO 652 PartD .. | 10 0.10 22.50 CDPHP Basic RX (HMO) | 21 0.21 22.71 CDPHP Choice (HMO) | 21 0.21 22.92 CDPHP Choice Rx (HMO) | 21 0.21 23.13 CDPHP Value Rx (HMO) | 21 0.21 23.34 CHRISTUS Health Plan Generations (HMO) | 3 0.03 23.37 CareMore Connect Plus (HMO) | 1 0.01 23.38 CareMore StartSmart Plus (HMO) | 1 0.01 23.39 CareMore Value Plus (HMO) | 1 0.01 23.40 CareOregon Advantage Star (HMO-POS) | 11 0.11 23.51 Centers Plan for Medicare Advantage C.. | 8 0.08 23.59 Classic (HMO) | 51 0.51 24.10 Classic Plus Rx (HMO) | 6 0.06 24.16 Clover Health CarePoint (PPO) | 1 0.01 24.17 Clover Health Classic (PPO) | 8 0.08 24.25 Clover Health Premier (PPO) | 6 0.06 24.31 Clover Health Prestige (PPO) | 6 0.06 24.37 Community Blue Medicare HMO Prestige .. | 26 0.26 24.63 Community Blue Medicare HMO Signature.. | 40 0.40 25.03 Coventry Advantra Platinum (PPO) | 10 0.10 25.13 Coventry Advantra Silver (HMO) | 16 0.16 25.29 Coventry Total Care (HMO) | 6 0.06 25.35 Coventry Total Care (no drug) (HMO) | 4 0.04 25.39 Easy Choice Rewards (HMO) | 4 0.04 25.43 Elderplan Extra Help (HMO) | 7 0.07 25.50 Elderplan Healthy Balance (HMO-POS) | 3 0.03 25.53 EmblemHealth Advantage (PPO) | 8 0.08 25.61 EmblemHealth Essential (HMO) | 8 0.08 25.69 EmblemHealth PPO I (PPO) | 8 0.08 25.77 EmblemHealth VIP (HMO) | 8 0.08 25.85 EmblemHealth VIP High Option (HMO) | 8 0.08 25.93 Empire MediBlue Access (PPO) | 6 0.06 25.99 Empire MediBlue Core (HMO) | 6 0.06 26.05 Empire MediBlue Plus (HMO) | 9 0.09 26.14 Erickson Advantage Freedom (HMO-POS) | 5 0.05 26.19 Erickson Advantage Signature with Dru.. | 5 0.05 26.24 Erickson Advantage Signature without .. | 5 0.05 26.29 FamilyCare Advantage Rx (HMO) | 6 0.06 26.35 FamilyCare Choice (PPO) | 5 0.05 26.40 FamilyCare Choice Rx (PPO) | 5 0.05 26.45 FamilyCare Select (HMO) | 6 0.06 26.51 FamilyCare Select Rx (HMO) | 6 0.06 26.57 Fidelis Medicare $0 Premium (HMO) | 50 0.50 27.07 Fidelis Medicare Advantage Flex (HMO-.. | 53 0.53 27.60 Fidelis Medicare Advantage without Rx.. | 53 0.53 28.13 First+Plus - Advantage Plus (PPO) | 45 0.45 28.58 First+Plus Advantage (PPO) | 52 0.52 29.10 FirstMedicare Direct HMO Plus (HMO) | 7 0.07 29.17 FirstMedicare Direct HMO Standard (HMO) | 7 0.07 29.24 FirstMedicare Direct PPO Plus (PPO) | 7 0.07 29.31 Forever Blue Medicare PPO Value (PPO) | 18 0.18 29.49 Freedom Blue PPO Basic (PPO) | 34 0.34 29.83 Freedom Blue PPO Classic (PPO) | 28 0.28 30.11 Freedom Blue PPO Deluxe (PPO) | 34 0.34 30.45 Freedom Blue PPO Select (PPO) | 28 0.28 30.73 Freedom Blue PPO Standard (PPO) | 34 0.34 31.07 Freedom Blue PPO ValueRx (PPO) | 62 0.62 31.69 Gateway Health Medicare Assured Prime.. | 100 1.00 32.69 Gateway Health Medicare Assured Selec.. | 100 1.00 33.69 Geisinger Gold Classic Advantage (HMO) | 40 0.40 34.09 Geisinger Gold Classic Advantage Rx (.. | 40 0.40 34.49 Geisinger Gold Classic Complete Rx (H.. | 40 0.40 34.89 Geisinger Gold Classic Rx (HMO) | 2 0.02 34.91 Geisinger Gold Preferred Advantage Rx.. | 40 0.40 35.31 Geisinger Gold Preferred Complete Rx .. | 40 0.40 35.71 Geisinger Gold Preferred Rx (PPO) | 2 0.02 35.73 Generations Healthcare Classic (HMO) | 27 0.27 36.00 Generations Healthcare Value (HMO) | 27 0.27 36.27 GlobalHealth Medicare Option 1 (HMO) | 44 0.44 36.71 GlobalHealth Medicare Option 2 (HMO) | 44 0.44 37.15 GlobalHealth Medicare Option 3 (HMO) | 44 0.44 37.59 GlobalHealth Medicare Option 4 (HMO) | 44 0.44 38.03 GlobalHealth Medicare Option 5 (HMO) | 44 0.44 38.47 Gold PPO with Part D (PPO) | 41 0.41 38.88 GoldValue with Part D (HMO-POS) | 41 0.41 39.29 Harvard Pilgrim Stride Value Rx (HMO) | 5 0.05 39.34 Harvard Pilgrim Stride Value Rx Plus .. | 5 0.05 39.39 Health Alliance Medicare Guide HMO Rx.. | 3 0.03 39.42 Health Alliance Medicare Guide PPO Rx.. | 3 0.03 39.45 Health Alliance Medicare Guide Plus H.. | 3 0.03 39.48 Health Net Aqua (PPO) | 12 0.12 39.60 Health Net Ruby (HMO) | 9 0.09 39.69 Health Net Violet Option 1 (PPO) | 12 0.12 39.81 Health Net Violet Option 2 (PPO) | 12 0.12 39.93 Health Net Violet Option 3 (PPO) | 2 0.02 39.95 Health Partners Medicare Basic (HMO) | 5 0.05 40.00 Health Partners Medicare Prime (HMO) | 5 0.05 40.05 Health Partners Medicare PrimePlus (H.. | 5 0.05 40.10 HealthNow SelectSaver HMO (HMO-POS) | 2 0.02 40.12 HealthSpan Medicare Core 1 (HMO) | 31 0.31 40.43 HealthSpan Medicare Core 2 (HMO) | 31 0.31 40.74 HealthSpan Medicare Enhanced (HMO) | 31 0.31 41.05 HealthSpan Medicare Only Basic (Cost) | 7 0.07 41.12 HealthSpan Medicare Plus Basic I (Cost) | 7 0.07 41.19 HealthSpan Medicare Plus Basic II (Co.. | 7 0.07 41.26 HealthSpan Medicare Plus Basic III (C.. | 7 0.07 41.33 HealthSpan Medicare Plus Basic IV (Co.. | 7 0.07 41.40 HealthSpan Medicare Plus I (Cost) | 7 0.07 41.47 HealthSpan Medicare Plus II (Cost) | 7 0.07 41.54 HealthSpan Medicare Plus III (Cost) | 7 0.07 41.61 HealthSpan Medicare Plus IV (Cost) | 7 0.07 41.68 HealthSpan Medicare Standard (HMO) | 31 0.31 41.99 HealthSpan Medicare Value (HMO) | 31 0.31 42.30 HealthTeam Advantage Plan I (PPO) | 4 0.04 42.34 HealthTeam Advantage Plan II (PPO) | 4 0.04 42.38 Healthfirst 65 Plus Plan (HMO) | 6 0.06 42.44 Healthfirst Coordinated Benefits Plan.. | 6 0.06 42.50 Healthfirst Increased Benefits Plan (.. | 6 0.06 42.56 Healthfirst Mount Sinai Select (HMO) | 1 0.01 42.57 Horizon Medicare Blue (PPO) | 1 0.01 42.58 Horizon Medicare Blue Choice w/Rx (HMO) | 14 0.14 42.72 Horizon Medicare Blue Patient-Centere.. | 20 0.20 42.92 Horizon Medicare Blue Value (HMO) | 7 0.07 42.99 Horizon Medicare Blue Value w/ Rx (HMO) | 7 0.07 43.06 Humana Gold Choice H1291-001 (PFFS) | 11 0.11 43.17 Humana Gold Choice H2944-004 (PFFS) | 18 0.18 43.35 Humana Gold Choice H2944-013 (PFFS) | 18 0.18 43.53 Humana Gold Choice H2944-197 (PFFS) | 24 0.24 43.77 Humana Gold Choice H8145-032 (PFFS) | 42 0.42 44.19 Humana Gold Choice H8145-052 (PFFS) | 33 0.33 44.52 Humana Gold Choice H8145-053 (PFFS) | 19 0.19 44.71 Humana Gold Choice H8145-055 (PFFS) | 33 0.33 45.04 Humana Gold Choice H8145-063 (PFFS) | 23 0.23 45.27 Humana Gold Choice H8145-089 (PFFS) | 1 0.01 45.28 Humana Gold Choice H8145-093 (PFFS) | 3 0.03 45.31 Humana Gold Choice H8145-097 (PFFS) | 3 0.03 45.34 Humana Gold Choice H8145-120 (PFFS) | 25 0.25 45.59 Humana Gold Choice H8145-122 (PFFS) | 19 0.19 45.78 Humana Gold Choice H8145-123 (PFFS) | 15 0.15 45.93 Humana Gold Plus H0028-001 (HMO) | 8 0.08 46.01 Humana Gold Plus H1036-137 (HMO) | 13 0.13 46.14 Humana Gold Plus H1036-138 (HMO) | 14 0.14 46.28 Humana Gold Plus H1036-153 (HMO) | 3 0.03 46.31 Humana Gold Plus H1036-219 (HMO) | 2 0.02 46.33 Humana Gold Plus H1036-233 (HMO) | 1 0.01 46.34 Humana Gold Plus H2012-021 (HMO) | 7 0.07 46.41 Humana Gold Plus H2649-029 (HMO) | 6 0.06 46.47 Humana Gold Plus H2949-012 (HMO) | 2 0.02 46.49 Humana Gold Plus H3533-001 (HMO) | 4 0.04 46.53 Humana Gold Plus H3533-005 (HMO) | 2 0.02 46.55 Humana Gold Plus H3533-006 (HMO) | 6 0.06 46.61 Humana Gold Plus H3533-007 (HMO) | 1 0.01 46.62 Humana Gold Plus H3533-010 (HMO) | 2 0.02 46.64 Humana Gold Plus H3533-013 (HMO) | 10 0.10 46.74 Humana Gold Plus H3533-017 (HMO) | 2 0.02 46.76 Humana Gold Plus H3533-020 (HMO) | 4 0.04 46.80 Humana Gold Plus H3533-021 (HMO) | 5 0.05 46.85 Humana Gold Plus H4007-012 (HMO) | 52 0.52 47.37 Humana Gold Plus H4007-013 (HMO) | 52 0.52 47.89 Humana Gold Plus H4007-017 (HMO) | 52 0.52 48.41 Humana Gold Plus H4145-001 (HMO) | 3 0.03 48.44 Humana Gold Plus H4145-002 (HMO) | 2 0.02 48.46 Humana Gold Plus H5619-007 (HMO) | 6 0.06 48.52 Humana Gold Plus H6859-001 (HMO) | 5 0.05 48.57 Humana Gold Plus H6859-003 (HMO) | 5 0.05 48.62 Humana Gold Plus H6859-004 (HMO) | 5 0.05 48.67 Humana Gold Plus H6859-007 (HMO) | 2 0.02 48.69 Humana Gold Plus H8953-002 (HMO) | 6 0.06 48.75 Humana Gold Plus H8953-003 (HMO) | 4 0.04 48.79 Humana Gold Plus H8953-005 (HMO) | 5 0.05 48.84 Humana Gold Plus H8953-006 (HMO) | 7 0.07 48.91 Humana Gold Plus H8953-010 (HMO) | 6 0.06 48.97 Humana Gold Plus H8953-016 (HMO) | 16 0.16 49.13 Humana Gold Plus H8953-017 (HMO) | 16 0.16 49.29 Humana Gold Plus H8953-018 (HMO) | 4 0.04 49.33 HumanaChoice H5525-005 (PPO) | 5 0.05 49.38 HumanaChoice H5525-006 (PPO) | 16 0.16 49.54 HumanaChoice H5525-007 (PPO) | 22 0.22 49.76 HumanaChoice H5525-017 (PPO) | 5 0.05 49.81 HumanaChoice H5525-026 (PPO) | 14 0.14 49.95 HumanaChoice H5525-030 (PPO) | 86 0.86 50.81 HumanaChoice H5970-001 (PPO) | 14 0.14 50.95 HumanaChoice H5970-002 (PPO) | 8 0.08 51.03 HumanaChoice H5970-004 (PPO) | 21 0.21 51.24 HumanaChoice H5970-008 (PPO) | 9 0.09 51.33 HumanaChoice H6609-003 (PPO) | 7 0.07 51.40 HumanaChoice H6609-004 (PPO) | 16 0.16 51.56 HumanaChoice H6609-009 (PPO) | 1 0.01 51.57 HumanaChoice H6609-012 (PPO) | 13 0.13 51.70 HumanaChoice H6609-013 (PPO) | 3 0.03 51.73 HumanaChoice H6609-017 (PPO) | 9 0.09 51.82 HumanaChoice H6609-073 (PPO) | 10 0.10 51.92 HumanaChoice H6609-081 (PPO) | 15 0.15 52.07 HumanaChoice H6609-082 (PPO) | 6 0.06 52.13 HumanaChoice H6609-083 (PPO) | 8 0.08 52.21 HumanaChoice H6609-084 (PPO) | 11 0.11 52.32 HumanaChoice H6609-085 (PPO) | 13 0.13 52.45 HumanaChoice H6609-086 (PPO) | 8 0.08 52.53 HumanaChoice H6609-111 (PPO) | 20 0.20 52.73 HumanaChoice H6609-115 (PPO) | 20 0.20 52.93 HumanaChoice H6609-121 (PPO) | 39 0.39 53.32 HumanaChoice H6609-125 (PPO) | 55 0.55 53.87 HumanaChoice H6609-126 (PPO) | 39 0.39 54.26 HumanaChoice H6609-129 (PPO) | 1 0.01 54.27 HumanaChoice H6609-130 (PPO) | 1 0.01 54.28 HumanaChoice H6609-131 (PPO) | 1 0.01 54.29 HumanaChoice H6609-132 (PPO) | 1 0.01 54.30 HumanaChoice R5826-002 (Regional PPO) | 67 0.67 54.97 HumanaChoice R5826-007 (Regional PPO) | 88 0.88 55.85 HumanaChoice R5826-013 (Regional PPO) | 77 0.77 56.62 HumanaChoice R5826-021 (Regional PPO) | 88 0.88 57.50 HumanaChoice R5826-062 (Regional PPO) | 67 0.67 58.17 HumanaChoice R5826-063 (Regional PPO) | 100 1.00 59.17 HumanaChoice R5826-069 (Regional PPO) | 77 0.77 59.94 HumanaChoice R5826-079 (Regional PPO) | 100 1.00 60.94 HumanaChoice Value H2029-001 (PPO) | 52 0.52 61.46 Independent Health Encompass 65 (HMO) | 8 0.08 61.54 Independent Health Encompass 65 Basic.. | 8 0.08 61.62 Independent Health Medicare Passport .. | 8 0.08 61.70 Independent Health's Encompass 65 Ess.. | 8 0.08 61.78 Independent Health's Encompass 65 Sel.. | 6 0.06 61.84 Independent Health's Network Advantag.. | 2 0.02 61.86 Kaiser Permanente Senior Advantage (H.. | 9 0.09 61.95 Kaiser Permanente Senior Advantage Ba.. | 9 0.09 62.04 Keystone 65 Focus Rx (HMO) | 5 0.05 62.09 Keystone 65 Preferred Medical Only (H.. | 5 0.05 62.14 Keystone 65 Preferred Rx (HMO) | 5 0.05 62.19 Keystone 65 Select Medical Only (HMO) | 5 0.05 62.24 Keystone 65 Select Rx (HMO) | 5 0.05 62.29 Liberty Health Advantage Preferred Ch.. | 6 0.06 62.35 Lovelace Medicare Plan $0 (HMO) | 14 0.14 62.49 Lovelace Medicare Plan Enhanced (HMO-.. | 14 0.14 62.63 MCS Classicare Essential (HMO-POS) | 52 0.52 63.15 MCS Classicare InteliCare (HMO) | 52 0.52 63.67 MCS Classicare MediCa$h (HMO) | 52 0.52 64.19 MCS Classicare MediOnlyNoRx (HMO) | 52 0.52 64.71 MCS Classicare PremiumPlus (HMO-POS) | 52 0.52 65.23 MMM - Elite Excel (HMO-POS) | 52 0.52 65.75 MMM - Elite Ultra (HMO-POS) | 52 0.52 66.27 MMM - Original (HMO) | 52 0.52 66.79 MMM - Unico (HMO) | 52 0.52 67.31 MMM- Unico Extra (HMO) | 52 0.52 67.83 Martin's Point Generations Advantage .. | 2 0.02 67.85 Martin's Point Generations Advantage .. | 2 0.02 67.87 MedMutual Advantage Choice (HMO) | 80 0.80 68.67 MedMutual Advantage Classic (HMO) | 80 0.80 69.47 MedMutual Advantage Preferred (PPO) | 80 0.80 70.27 MedMutual Advantage Premium (PPO) | 80 0.80 71.07 MedMutual Advantage Select (PPO) | 80 0.80 71.87 MediGold Classic Preferred (HMO) | 18 0.18 72.05 MediGold Essential Care (HMO) | 18 0.18 72.23 MediGold Medical Only (HMO) | 32 0.32 72.55 MediGold Network Choice (PPO) | 14 0.14 72.69 MediGold Southeast OH Classic Preferr.. | 8 0.08 72.77 MediGold Southeast OH Essential Care .. | 8 0.08 72.85 MediGold Southwest OH Classic Preferr.. | 6 0.06 72.91 MediGold Southwest OH Essential Care .. | 6 0.06 72.97 MediGold Value Choice (PPO) | 14 0.14 73.11 Medica Prime Solution Basic w/Rx (Cost) | 46 0.46 73.57 Medica Prime Solution Basic w/Rx 2 (C.. | 46 0.46 74.03 Medica Prime Solution Enhanced w/Rx (.. | 46 0.46 74.49 Medica Prime Solution Enhanced w/Rx 2.. | 46 0.46 74.95 Medica Prime Solution Thrift w/Rx (Co.. | 46 0.46 75.41 Medica Prime Solution Value w/Rx (Cost) | 46 0.46 75.87 Medica Prime Solution Value w/Rx 2 (C.. | 46 0.46 76.33 Medicare Bassett (HMO-POS) | 3 0.03 76.36 Medicare Blue Choice Optimum (HMO-POS) | 6 0.06 76.42 Medicare Blue Choice Platinum (HMO-POS) | 6 0.06 76.48 Medicare Blue Choice Select (HMO-POS) | 6 0.06 76.54 Medicare Blue Choice Value (HMO) | 6 0.06 76.60 Medicare Blue Choice Value Plus (HMO) | 6 0.06 76.66 Medicare BlueBasic (PPO) | 25 0.25 76.91 Medicare BlueClassic (PPO) | 17 0.17 77.08 Medicare BlueEnhanced (PPO) | 17 0.17 77.25 Medicare BlueEssential (PPO) | 17 0.17 77.42 Medicare BluePlus (PPO) | 8 0.08 77.50 Medicare BlueSecure (PPO) | 17 0.17 77.67 Meridian Prime (HMO) | 1 0.01 77.68 MetroPlus Platinum (HMO) | 4 0.04 77.72 Moda Health HMO (HMO) | 12 0.12 77.84 Moda Health PPO (PPO) | 36 0.36 78.20 Moda Health PPORX (PPO) | 36 0.36 78.56 Olympus - Constellation Health (PPO) | 11 0.11 78.67 Orion - Constellation Health (HMO) | 11 0.11 78.78 PMC Max - Extra (HMO-POS) | 52 0.52 79.30 PacificSource Medicare Essentials 2 (.. | 10 0.10 79.40 PacificSource Medicare Essentials Cho.. | 10 0.10 79.50 PacificSource Medicare Essentials Rx .. | 10 0.10 79.60 PacificSource Medicare Essentials Rx .. | 1 0.01 79.61 PacificSource Medicare Essentials Rx .. | 2 0.02 79.63 PacificSource Medicare Essentials Rx .. | 10 0.10 79.73 PacificSource Medicare Explorer 8 (PPO) | 3 0.03 79.76 PacificSource Medicare Explorer Rx 4 .. | 1 0.01 79.77 PacificSource Medicare Explorer Rx 7 .. | 2 0.02 79.79 PacificSource Medicare MyCare Rx 22 (.. | 3 0.03 79.82 Paramount Elite - Enhanced Medical On.. | 14 0.14 79.96 Paramount Elite - Enhanced Medical an.. | 14 0.14 80.10 Paramount Elite - Standard Medical an.. | 14 0.14 80.24 Personal Choice 65 Medical Only (PPO) | 2 0.02 80.26 Personal Choice 65 Rx (PPO) | 5 0.05 80.31 Preferred Gold with Part D (HMO-POS) | 23 0.23 80.54 Preferred Gold without Part D (HMO-POS) | 35 0.35 80.89 Premier Health Advantage (HMO) | 9 0.09 80.98 Presbyterian MediCare PPO Plan 1 (PPO) | 33 0.33 81.31 Presbyterian MediCare PPO Plan 2 with.. | 33 0.33 81.64 Presbyterian MediCare PPO Plan 3 with.. | 33 0.33 81.97 Presbyterian Senior Care Plan 1 (HMO) | 8 0.08 82.05 Presbyterian Senior Care Plan 2 with .. | 8 0.08 82.13 Presbyterian Senior Care Plan 3 with .. | 8 0.08 82.21 PrimeTime Health Plan Aultimate (HMO-.. | 12 0.12 82.33 PrimeTime Health Plan Basic - MA Only.. | 12 0.12 82.45 PrimeTime Health Plan Classic (HMO-POS) | 12 0.12 82.57 PrimeTime Health Plan Plus (HMO-POS) | 12 0.12 82.69 Prominence Plus (HMO) | 1 0.01 82.70 Prominence Value (HMO) | 4 0.04 82.74 Providence Medicare Choice (HMO-POS) | 8 0.08 82.82 Providence Medicare Choice + RX (HMO-.. | 8 0.08 82.90 Providence Medicare Compass + RX (HMO.. | 5 0.05 82.95 Providence Medicare Extra (HMO) | 8 0.08 83.03 Providence Medicare Extra + RX (HMO) | 8 0.08 83.11 Providence Medicare Latitude + RX (HM.. | 5 0.05 83.16 Providence Medicare Prime + RX (HMO-P.. | 3 0.03 83.19 Regence BlueAdvantage HMO (HMO) | 5 0.05 83.24 Regence MedAdvantage + Rx Classic (PPO) | 16 0.16 83.40 Regence MedAdvantage + Rx Enhanced (P.. | 16 0.16 83.56 Regence MedAdvantage Basic (PPO) | 16 0.16 83.72 Royal (HMO) | 51 0.51 84.23 Royal Plus (HMO) | 51 0.51 84.74 Samaritan Advantage Conventional Plan.. | 3 0.03 84.77 Samaritan Advantage Premier Plan (HMO) | 3 0.03 84.80 Samaritan Advantage Premier Plan Plus.. | 3 0.03 84.83 SecureCare - Option I (HMO) | 21 0.21 85.04 SecureCare - Option II (HMO) | 21 0.21 85.25 SecureCare - Option IV (HMO) | 13 0.13 85.38 SecureChoice - Option II (PPO) | 21 0.21 85.59 Security Blue HMO Basic (HMO) | 28 0.28 85.87 Security Blue HMO Deluxe (HMO) | 28 0.28 86.15 Security Blue HMO Standard (HMO) | 28 0.28 86.43 Security Blue HMO ValueRx (HMO) | 28 0.28 86.71 Senior Care Plus: Freedom Basic Plan .. | 5 0.05 86.76 Senior Care Plus: Freedom Rx Enhanced.. | 5 0.05 86.81 Senior Care Plus: Freedom Rx Plan (PPO) | 5 0.05 86.86 Senior Care Plus: Freedom Rx Select P.. | 5 0.05 86.91 Senior Care Plus: Value Basic Plan (H.. | 1 0.01 86.92 Senior Care Plus: Value Rx Enhanced P.. | 1 0.01 86.93 Senior Care Plus: Value Rx Plan (HMO) | 1 0.01 86.94 Senior Care Plus: Value Rx Select (HMO) | 1 0.01 86.95 Senior Dimensions Greater Nevada (HMO) | 4 0.04 86.99 Senior Dimensions Southern Nevada (HMO) | 2 0.02 87.01 Senior Health Plan Platinum (HMO) | 6 0.06 87.07 Senior Health Plan Platinum Plus (HMO) | 6 0.06 87.13 Senior Health Plan Silver (HMO) | 6 0.06 87.19 Senior Health Plan Silver Plus (HMO) | 6 0.06 87.25 SeniorBlue - Option 1 (HMO) | 16 0.16 87.41 SeniorBlue - Option 1 (PPO) | 21 0.21 87.62 SeniorBlue - Option 2 (HMO) | 16 0.16 87.78 SeniorBlue - Option 2 (PPO) | 21 0.21 87.99 SeniorBlue - Option 3 (HMO) | 16 0.16 88.15 SmartFund (MSA) | 55 0.55 88.70 SummaCare Medicare Emerald (HMO-POS) | 15 0.15 88.85 SummaCare Medicare Ruby (HMO) | 28 0.28 89.13 SummaCare Medicare Sapphire (HMO-POS) | 41 0.41 89.54 SummaCare Medicare Topaz (HMO) | 14 0.14 89.68 Today's Options Advantage 200 (PPO) | 4 0.04 89.72 Today's Options Advantage Plus 150A (.. | 12 0.12 89.84 Today's Options Advantage Plus 350A (.. | 4 0.04 89.88 Today's Options Advantage Plus 450B (.. | 8 0.08 89.96 Today's Options Advantage Plus 550B (.. | 4 0.04 90.00 Today's Options Advantage Plus 650B (.. | 4 0.04 90.04 Today's Options Classic (HMO) | 3 0.03 90.07 Today's Options Premier 100 (PFFS) | 47 0.47 90.54 Today's Options Premier 200 (PFFS) | 47 0.47 91.01 Today's Options Premier 300 (PFFS) | 4 0.04 91.05 Today's Options Premier 600 (PFFS) | 4 0.04 91.09 Today's Options Premier Plus 150A (PF.. | 47 0.47 91.56 Today's Options Premier Plus 450B (PF.. | 47 0.47 92.03 Touchstone Health Medicare Power (HMO) | 6 0.06 92.09 Touchstone Health Medicare Total (HMO) | 6 0.06 92.15 Trillium Advantage Focus Rx (HMO) | 1 0.01 92.16 Trillium Advantage Pioneer (PPO) | 1 0.01 92.17 Trillium Advantage Pioneer Rx (PPO) | 1 0.01 92.18 UPMC for Life (HMO) | 28 0.28 92.46 UPMC for Life HMO (HMO) | 1 0.01 92.47 UPMC for Life HMO Deductible with Rx .. | 29 0.29 92.76 UPMC for Life HMO Rx (HMO) | 28 0.28 93.04 UPMC for Life HMO Rx Enhanced (HMO) | 28 0.28 93.32 UPMC for Life PPO High Deductible wit.. | 29 0.29 93.61 UPMC for Life PPO Rx Enhanced (PPO) | 28 0.28 93.89 UnitedHealthcare MedicareComplete Cho.. | 1 0.01 93.90 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 94.52 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 95.14 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 95.76 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 96.38 UnitedHealthcare MedicareComplete Foc.. | 4 0.04 96.42 UnitedHealthcare MedicareDirect Essen.. | 45 0.45 96.87 UnitedHealthcare MedicareDirect Rx (P.. | 40 0.40 97.27 Univera SeniorChoice Basic (HMO) | 8 0.08 97.35 Univera SeniorChoice Secure (HMO-POS) | 8 0.08 97.43 Univera SeniorChoice Select (HMO-POS) | 8 0.08 97.51 Univera SeniorChoice Value (HMO) | 8 0.08 97.59 Univera SeniorChoice Value Plus (HMO) | 8 0.08 97.67 VNSNY CHOICE Medicare Classic (HMO) | 12 0.12 97.79 VNSNY CHOICE Medicare Enhanced (HMO) | 12 0.12 97.91 VNSNY CHOICE Medicare Ultra (HMO-POS) | 12 0.12 98.03 WellCare Advance (HMO) | 15 0.15 98.18 WellCare Choice (HMO) | 2 0.02 98.20 WellCare Choice (HMO-POS) | 5 0.05 98.25 WellCare Rx (HMO) | 5 0.05 98.30 WellCare Value (HMO) | 14 0.14 98.44 Óptimo (PPO) | 52 0.52 98.96 Óptimo Advance (PPO) | 52 0.52 99.48 Óptimo Plus (PPO) | 52 0.52 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of typeofmedicarehealthplan variable in man_to_w2016 dataset : Type of | Medicare | Health Plan | Freq. Percent Cum. ---------------+----------------------------------- Cost | 350 3.50 3.50 Cost * | 35 0.35 3.85 Local HMO | 4,097 40.97 44.82 Local HMO * | 931 9.31 54.13 Local PPO | 2,472 24.72 78.85 Local PPO * | 295 2.95 81.80 MSA * | 55 0.55 82.35 PFFS | 336 3.36 85.71 PFFS * | 232 2.32 88.03 Regional PPO | 715 7.15 95.18 Regional PPO * | 482 4.82 100.00 ---------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of monthlyconsolidatedpremiumi variable in man_to_w2016 dataset : Monthly | Consolidate | d Premium | (Includes | Part C + D) | Freq. Percent Cum. ------------+----------------------------------- 0.00 | 3,018 30.18 30.18 2.00 | 31 0.31 30.49 10.00 | 4 0.04 30.53 12.00 | 5 0.05 30.58 14.00 | 8 0.08 30.66 15.00 | 17 0.17 30.83 15.60 | 1 0.01 30.84 16.00 | 36 0.36 31.20 17.00 | 89 0.89 32.09 19.00 | 149 1.49 33.58 20.00 | 28 0.28 33.86 22.00 | 53 0.53 34.39 23.00 | 105 1.05 35.44 23.10 | 10 0.10 35.54 24.00 | 58 0.58 36.12 24.10 | 5 0.05 36.17 25.00 | 75 0.75 36.92 26.00 | 19 0.19 37.11 29.00 | 105 1.05 38.16 29.90 | 36 0.36 38.52 30.00 | 48 0.48 39.00 31.00 | 4 0.04 39.04 31.50 | 23 0.23 39.27 32.00 | 16 0.16 39.43 32.80 | 6 0.06 39.49 33.80 | 23 0.23 39.72 34.00 | 51 0.51 40.23 34.20 | 7 0.07 40.30 35.00 | 102 1.02 41.32 36.00 | 85 0.85 42.17 36.50 | 52 0.52 42.69 37.00 | 55 0.55 43.24 38.00 | 6 0.06 43.30 38.40 | 74 0.74 44.04 38.80 | 4 0.04 44.08 39.00 | 220 2.20 46.28 39.50 | 21 0.21 46.49 39.70 | 138 1.38 47.87 40.00 | 26 0.26 48.13 41.00 | 46 0.46 48.59 42.00 | 11 0.11 48.70 43.00 | 14 0.14 48.84 44.00 | 65 0.65 49.49 44.10 | 7 0.07 49.56 45.00 | 91 0.91 50.47 46.00 | 4 0.04 50.51 46.10 | 4 0.04 50.55 47.00 | 3 0.03 50.58 49.00 | 159 1.59 52.17 49.10 | 7 0.07 52.24 49.50 | 69 0.69 52.93 50.00 | 131 1.31 54.24 52.00 | 5 0.05 54.29 52.10 | 7 0.07 54.36 54.00 | 4 0.04 54.40 55.00 | 63 0.63 55.03 57.00 | 4 0.04 55.07 58.00 | 56 0.56 55.63 58.40 | 52 0.52 56.15 59.00 | 47 0.47 56.62 59.50 | 66 0.66 57.28 60.00 | 55 0.55 57.83 61.00 | 14 0.14 57.97 62.00 | 33 0.33 58.30 64.00 | 36 0.36 58.66 64.70 | 50 0.50 59.16 65.00 | 6 0.06 59.22 66.00 | 39 0.39 59.61 67.00 | 15 0.15 59.76 68.00 | 88 0.88 60.64 69.00 | 186 1.86 62.50 69.50 | 17 0.17 62.67 70.00 | 54 0.54 63.21 71.00 | 32 0.32 63.53 71.50 | 62 0.62 64.15 71.70 | 6 0.06 64.21 72.00 | 54 0.54 64.75 73.00 | 32 0.32 65.07 75.00 | 76 0.76 65.83 76.00 | 40 0.40 66.23 76.90 | 11 0.11 66.34 78.00 | 133 1.33 67.67 79.00 | 73 0.73 68.40 79.50 | 11 0.11 68.51 80.00 | 29 0.29 68.80 81.00 | 14 0.14 68.94 82.00 | 2 0.02 68.96 83.00 | 50 0.50 69.46 85.00 | 99 0.99 70.45 85.80 | 46 0.46 70.91 86.00 | 25 0.25 71.16 87.00 | 8 0.08 71.24 88.00 | 4 0.04 71.28 89.00 | 60 0.60 71.88 90.00 | 51 0.51 72.39 91.00 | 1 0.01 72.40 92.00 | 13 0.13 72.53 92.60 | 7 0.07 72.60 93.00 | 8 0.08 72.68 94.00 | 4 0.04 72.72 95.00 | 109 1.09 73.81 96.00 | 129 1.29 75.10 96.40 | 12 0.12 75.22 97.00 | 55 0.55 75.77 98.00 | 42 0.42 76.19 98.70 | 29 0.29 76.48 99.00 | 140 1.40 77.88 99.60 | 12 0.12 78.00 100.00 | 9 0.09 78.09 100.40 | 46 0.46 78.55 101.00 | 95 0.95 79.50 103.00 | 4 0.04 79.54 104.00 | 15 0.15 79.69 106.00 | 5 0.05 79.74 107.00 | 10 0.10 79.84 108.00 | 1 0.01 79.85 108.60 | 46 0.46 80.31 108.70 | 5 0.05 80.36 109.00 | 127 1.27 81.63 110.00 | 38 0.38 82.01 111.00 | 30 0.30 82.31 112.00 | 7 0.07 82.38 113.50 | 21 0.21 82.59 114.00 | 27 0.27 82.86 116.00 | 9 0.09 82.95 117.30 | 5 0.05 83.00 118.00 | 5 0.05 83.05 119.00 | 52 0.52 83.57 120.00 | 38 0.38 83.95 121.00 | 4 0.04 83.99 122.00 | 3 0.03 84.02 123.00 | 11 0.11 84.13 124.00 | 9 0.09 84.22 125.00 | 39 0.39 84.61 127.50 | 17 0.17 84.78 129.00 | 16 0.16 84.94 130.00 | 30 0.30 85.24 132.00 | 33 0.33 85.57 134.00 | 3 0.03 85.60 135.00 | 1 0.01 85.61 136.00 | 6 0.06 85.67 137.00 | 2 0.02 85.69 138.00 | 4 0.04 85.73 139.00 | 20 0.20 85.93 140.00 | 13 0.13 86.06 141.00 | 1 0.01 86.07 143.00 | 14 0.14 86.21 144.00 | 5 0.05 86.26 145.00 | 2 0.02 86.28 148.00 | 7 0.07 86.35 149.00 | 20 0.20 86.55 149.30 | 46 0.46 87.01 151.00 | 90 0.90 87.91 152.00 | 32 0.32 88.23 154.00 | 111 1.11 89.34 155.00 | 14 0.14 89.48 155.60 | 1 0.01 89.49 157.00 | 8 0.08 89.57 157.70 | 46 0.46 90.03 159.00 | 38 0.38 90.41 160.00 | 8 0.08 90.49 163.00 | 86 0.86 91.35 165.00 | 95 0.95 92.30 166.60 | 33 0.33 92.63 166.70 | 23 0.23 92.86 167.50 | 12 0.12 92.98 168.00 | 1 0.01 92.99 170.00 | 21 0.21 93.20 174.50 | 62 0.62 93.82 175.00 | 27 0.27 94.09 177.00 | 3 0.03 94.12 178.00 | 6 0.06 94.18 179.10 | 14 0.14 94.32 182.00 | 15 0.15 94.47 184.30 | 4 0.04 94.51 187.00 | 10 0.10 94.61 188.00 | 122 1.22 95.83 190.00 | 5 0.05 95.88 191.00 | 8 0.08 95.96 193.50 | 26 0.26 96.22 195.00 | 19 0.19 96.41 195.50 | 11 0.11 96.52 196.40 | 46 0.46 96.98 199.00 | 2 0.02 97.00 201.00 | 4 0.04 97.04 202.00 | 2 0.02 97.06 203.00 | 25 0.25 97.31 204.00 | 3 0.03 97.34 214.00 | 6 0.06 97.40 214.50 | 17 0.17 97.57 223.00 | 2 0.02 97.59 229.00 | 48 0.48 98.07 233.00 | 1 0.01 98.08 242.00 | 50 0.50 98.58 251.00 | 2 0.02 98.60 260.00 | 1 0.01 98.61 269.50 | 28 0.28 98.89 272.00 | 3 0.03 98.92 279.50 | 34 0.34 99.26 290.00 | 2 0.02 99.28 299.50 | 11 0.11 99.39 306.00 | 4 0.04 99.43 388.00 | 2 0.02 99.45 . | 55 0.55 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of annualdrugdeductible variable in man_to_w2016 dataset : Annual Drug | Deductible | Freq. Percent Cum. ------------+----------------------------------- 0.00 | 4,518 45.18 45.18 20.00 | 131 1.31 46.49 30.00 | 5 0.05 46.54 40.00 | 17 0.17 46.71 45.00 | 52 0.52 47.23 50.00 | 31 0.31 47.54 60.00 | 62 0.62 48.16 90.00 | 55 0.55 48.71 95.00 | 12 0.12 48.83 100.00 | 193 1.93 50.76 120.00 | 48 0.48 51.24 125.00 | 11 0.11 51.35 130.00 | 12 0.12 51.47 140.00 | 1 0.01 51.48 150.00 | 111 1.11 52.59 160.00 | 9 0.09 52.68 165.00 | 175 1.75 54.43 170.00 | 53 0.53 54.96 175.00 | 121 1.21 56.17 180.00 | 14 0.14 56.31 185.00 | 20 0.20 56.51 195.00 | 11 0.11 56.62 200.00 | 153 1.53 58.15 210.00 | 24 0.24 58.39 220.00 | 3 0.03 58.42 225.00 | 91 0.91 59.33 230.00 | 16 0.16 59.49 235.00 | 7 0.07 59.56 240.00 | 20 0.20 59.76 245.00 | 13 0.13 59.89 250.00 | 179 1.79 61.68 255.00 | 30 0.30 61.98 260.00 | 1 0.01 61.99 270.00 | 47 0.47 62.46 275.00 | 25 0.25 62.71 290.00 | 73 0.73 63.44 295.00 | 4 0.04 63.48 300.00 | 140 1.40 64.88 315.00 | 54 0.54 65.42 316.00 | 46 0.46 65.88 320.00 | 89 0.89 66.77 330.00 | 106 1.06 67.83 360.00 | 1,187 11.87 79.70 . | 2,030 20.30 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of drugbenefittype variable in man_to_w2016 dataset : Drug | Benefit | Type | Freq. Percent Cum. ------------+----------------------------------- | 2,030 20.30 20.30 Basic | 1,415 14.15 34.45 Enhanced | 6,555 65.55 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of additionalcoverageofferedin variable in man_to_w2016 dataset : Additional | Coverage | Offered in | the Gap | Freq. Percent Cum. ------------+----------------------------------- | 2,030 20.30 20.30 No | 4,420 44.20 64.50 Yes | 3,550 35.50 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of drugbenefittypedetail variable in man_to_w2016 dataset : Drug | Benefit | Type Detail | Freq. Percent Cum. ------------+----------------------------------- | 2,030 20.30 20.30 AE | 57 0.57 20.87 BA | 1,151 11.51 32.38 DS | 207 2.07 34.45 EA | 6,555 65.55 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of contractid variable in man_to_w2016 dataset : Contract ID | Freq. Percent Cum. ------------+----------------------------------- H0028 | 8 0.08 0.08 H0423 | 4 0.04 0.12 H0435 | 220 2.20 2.32 H0609 | 1 0.01 2.33 H0840 | 10 0.10 2.43 H0913 | 4 0.04 2.47 H1036 | 33 0.33 2.80 H1189 | 3 0.03 2.83 H1291 | 11 0.11 2.94 H1365 | 2 0.02 2.96 H1537 | 1 0.01 2.97 H1608 | 51 0.51 3.48 H1737 | 6 0.06 3.54 H1846 | 28 0.28 3.82 H1944 | 22 0.22 4.04 H2012 | 7 0.07 4.11 H2029 | 52 0.52 4.63 H2174 | 1 0.01 4.64 H2228 | 36 0.36 5.00 H2450 | 322 3.22 8.22 H2591 | 3 0.03 8.25 H2649 | 6 0.06 8.31 H2667 | 8 0.08 8.39 H2672 | 2 0.02 8.41 H2773 | 8 0.08 8.49 H2775 | 36 0.36 8.85 H2802 | 2 0.02 8.87 H2816 | 196 1.96 10.83 H2906 | 20 0.20 11.03 H2931 | 6 0.06 11.09 H2944 | 60 0.60 11.69 H2949 | 2 0.02 11.71 H2960 | 4 0.04 11.75 H3107 | 42 0.42 12.17 H3152 | 42 0.42 12.59 H3154 | 48 0.48 13.07 H3156 | 42 0.42 13.49 H3204 | 24 0.24 13.73 H3206 | 99 0.99 14.72 H3233 | 9 0.09 14.81 H3251 | 28 0.28 15.09 H3305 | 24 0.24 15.33 H3307 | 31 0.31 15.64 H3312 | 15 0.15 15.79 H3327 | 12 0.12 15.91 H3328 | 156 1.56 17.47 H3330 | 24 0.24 17.71 H3335 | 101 1.01 18.72 H3337 | 6 0.06 18.78 H3342 | 6 0.06 18.84 H3344 | 8 0.08 18.92 H3347 | 10 0.10 19.02 H3351 | 73 0.73 19.75 H3359 | 19 0.19 19.94 H3361 | 37 0.37 20.31 H3362 | 32 0.32 20.63 H3370 | 15 0.15 20.78 H3379 | 5 0.05 20.83 H3384 | 46 0.46 21.29 H3388 | 84 0.84 22.13 H3404 | 62 0.62 22.75 H3449 | 220 2.20 24.95 H3533 | 36 0.36 25.31 H3536 | 11 0.11 25.42 H3653 | 42 0.42 25.84 H3655 | 105 1.05 26.89 H3660 | 98 0.98 27.87 H3664 | 48 0.48 28.35 H3668 | 96 0.96 29.31 H3672 | 55 0.55 29.86 H3706 | 54 0.54 30.40 H3749 | 19 0.19 30.59 H3755 | 24 0.24 30.83 H3765 | 2 0.02 30.85 H3805 | 16 0.16 31.01 H3810 | 6 0.06 31.07 H3811 | 9 0.09 31.16 H3813 | 72 0.72 31.88 H3817 | 48 0.48 32.36 H3818 | 18 0.18 32.54 H3822 | 8 0.08 32.62 H3864 | 46 0.46 33.08 H3907 | 114 1.14 34.22 H3909 | 7 0.07 34.29 H3916 | 220 2.20 36.49 H3923 | 42 0.42 36.91 H3924 | 80 0.80 37.71 H3931 | 80 0.80 38.51 H3952 | 25 0.25 38.76 H3954 | 122 1.22 39.98 H3957 | 178 1.78 41.76 H3959 | 203 2.03 43.79 H3962 | 48 0.48 44.27 H3979 | 16 0.16 44.43 H4003 | 260 2.60 47.03 H4004 | 52 0.52 47.55 H4005 | 156 1.56 49.11 H4007 | 156 1.56 50.67 H4011 | 52 0.52 51.19 H4036 | 47 0.47 51.66 H4145 | 5 0.05 51.71 H4198 | 3 0.03 51.74 H4346 | 3 0.03 51.77 H4497 | 240 2.40 54.17 H4754 | 6 0.06 54.23 H4866 | 9 0.09 54.32 H4876 | 11 0.11 54.43 H4922 | 7 0.07 54.50 H5141 | 21 0.21 54.71 H5253 | 197 1.97 56.68 H5322 | 3 0.03 56.71 H5435 | 85 0.85 57.56 H5475 | 1 0.01 57.57 H5520 | 38 0.38 57.95 H5521 | 204 2.04 59.99 H5522 | 172 1.72 61.71 H5525 | 148 1.48 63.19 H5526 | 36 0.36 63.55 H5528 | 16 0.16 63.71 H5533 | 57 0.57 64.28 H5549 | 36 0.36 64.64 H5577 | 260 2.60 67.24 H5591 | 2 0.02 67.26 H5613 | 55 0.55 67.81 H5619 | 6 0.06 67.87 H5652 | 15 0.15 68.02 H5746 | 5 0.05 68.07 H5774 | 205 2.05 70.12 H5859 | 11 0.11 70.23 H5945 | 5 0.05 70.28 H5970 | 52 0.52 70.80 H5991 | 20 0.20 71.00 H6237 | 5 0.05 71.05 H6298 | 155 1.55 72.60 H6306 | 14 0.14 72.74 H6360 | 63 0.63 73.37 H6361 | 3 0.03 73.40 H6609 | 297 2.97 76.37 H6723 | 160 1.60 77.97 H6743 | 20 0.20 78.17 H6745 | 5 0.05 78.22 H6750 | 10 0.10 78.32 H6801 | 14 0.14 78.46 H6815 | 9 0.09 78.55 H6859 | 17 0.17 78.72 H6951 | 2 0.02 78.74 H6988 | 8 0.08 78.82 H7006 | 8 0.08 78.90 H7149 | 34 0.34 79.24 H7522 | 45 0.45 79.69 H7728 | 5 0.05 79.74 H7971 | 1 0.01 79.75 H8064 | 7 0.07 79.82 H8145 | 216 2.16 81.98 H8266 | 22 0.22 82.20 H8506 | 12 0.12 82.32 H8604 | 21 0.21 82.53 H8634 | 29 0.29 82.82 H8953 | 64 0.64 83.46 H9003 | 18 0.18 83.64 H9047 | 45 0.45 84.09 H9122 | 4 0.04 84.13 H9190 | 200 2.00 86.13 H9207 | 15 0.15 86.28 H9208 | 4 0.04 86.32 H9285 | 4 0.04 86.36 H9412 | 2 0.02 86.38 H9615 | 82 0.82 87.20 H9808 | 8 0.08 87.28 H9859 | 75 0.75 88.03 R5342 | 248 2.48 90.51 R5826 | 664 6.64 97.15 R5941 | 176 1.76 98.91 R6694 | 109 1.09 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of planid variable in man_to_w2016 dataset : Plan ID | Freq. Percent Cum. ------------+----------------------------------- 001 | 1,202 12.02 12.02 002 | 824 8.24 20.26 003 | 491 4.91 25.17 004 | 345 3.45 28.62 005 | 455 4.55 33.17 006 | 362 3.62 36.79 007 | 344 3.44 40.23 008 | 233 2.33 42.56 009 | 111 1.11 43.67 010 | 128 1.28 44.95 011 | 99 0.99 45.94 012 | 301 3.01 48.95 013 | 522 5.22 54.17 014 | 225 2.25 56.42 015 | 217 2.17 58.59 016 | 160 1.60 60.19 017 | 266 2.66 62.85 018 | 160 1.60 64.45 019 | 214 2.14 66.59 020 | 111 1.11 67.70 021 | 194 1.94 69.64 022 | 90 0.90 70.54 023 | 107 1.07 71.61 024 | 90 0.90 72.51 025 | 43 0.43 72.94 026 | 28 0.28 73.22 027 | 88 0.88 74.10 028 | 21 0.21 74.31 029 | 89 0.89 75.20 030 | 112 1.12 76.32 031 | 18 0.18 76.50 032 | 131 1.31 77.81 033 | 49 0.49 78.30 034 | 83 0.83 79.13 035 | 56 0.56 79.69 036 | 5 0.05 79.74 037 | 91 0.91 80.65 038 | 71 0.71 81.36 039 | 66 0.66 82.02 040 | 38 0.38 82.40 041 | 65 0.65 83.05 043 | 15 0.15 83.20 044 | 29 0.29 83.49 045 | 13 0.13 83.62 046 | 1 0.01 83.63 047 | 11 0.11 83.74 048 | 41 0.41 84.15 049 | 14 0.14 84.29 050 | 25 0.25 84.54 051 | 16 0.16 84.70 052 | 137 1.37 86.07 053 | 105 1.05 87.12 054 | 16 0.16 87.28 055 | 37 0.37 87.65 056 | 2 0.02 87.67 057 | 4 0.04 87.71 058 | 36 0.36 88.07 059 | 65 0.65 88.72 060 | 42 0.42 89.14 061 | 3 0.03 89.17 062 | 75 0.75 89.92 063 | 131 1.31 91.23 064 | 3 0.03 91.26 065 | 1 0.01 91.27 069 | 77 0.77 92.04 070 | 10 0.10 92.14 073 | 10 0.10 92.24 076 | 7 0.07 92.31 077 | 9 0.09 92.40 079 | 100 1.00 93.40 080 | 10 0.10 93.50 081 | 43 0.43 93.93 082 | 16 0.16 94.09 083 | 13 0.13 94.22 084 | 12 0.12 94.34 085 | 13 0.13 94.47 086 | 8 0.08 94.55 087 | 8 0.08 94.63 088 | 23 0.23 94.86 089 | 11 0.11 94.97 090 | 2 0.02 94.99 091 | 2 0.02 95.01 093 | 3 0.03 95.04 094 | 1 0.01 95.05 095 | 4 0.04 95.09 097 | 3 0.03 95.12 098 | 1 0.01 95.13 099 | 14 0.14 95.27 100 | 4 0.04 95.31 105 | 3 0.03 95.34 106 | 5 0.05 95.39 107 | 11 0.11 95.50 108 | 7 0.07 95.57 109 | 8 0.08 95.65 110 | 6 0.06 95.71 111 | 21 0.21 95.92 112 | 5 0.05 95.97 113 | 1 0.01 95.98 115 | 20 0.20 96.18 120 | 25 0.25 96.43 121 | 39 0.39 96.82 122 | 19 0.19 97.01 123 | 15 0.15 97.16 125 | 55 0.55 97.71 126 | 39 0.39 98.10 129 | 1 0.01 98.11 130 | 6 0.06 98.17 131 | 1 0.01 98.18 132 | 2 0.02 98.20 133 | 1 0.01 98.21 137 | 13 0.13 98.34 138 | 14 0.14 98.48 146 | 2 0.02 98.50 153 | 3 0.03 98.53 156 | 40 0.40 98.93 157 | 40 0.40 99.33 158 | 40 0.40 99.73 197 | 24 0.24 99.97 219 | 2 0.02 99.99 233 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of segmentid variable in man_to_w2016 dataset : Segment ID | Freq. Percent Cum. ------------+----------------------------------- 0 | 9,248 92.48 92.48 1 | 274 2.74 95.22 2 | 308 3.08 98.30 3 | 31 0.31 98.61 4 | 23 0.23 98.84 5 | 48 0.48 99.32 6 | 20 0.20 99.52 7 | 12 0.12 99.64 8 | 32 0.32 99.96 9 | 4 0.04 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of innetworkmoopamount variable in man_to_w2016 dataset : In-network | MOOP Amount | ** | Freq. Percent Cum. ------------+----------------------------------- 750 | 6 0.06 0.06 2000 | 6 0.06 0.12 2500 | 56 0.56 0.68 2800 | 5 0.05 0.73 2900 | 46 0.46 1.19 3000 | 397 3.97 5.16 3100 | 4 0.04 5.20 3200 | 100 1.00 6.20 3250 | 328 3.28 9.48 3300 | 27 0.27 9.75 3350 | 92 0.92 10.67 3400 | 1,243 12.43 23.10 3401 | 33 0.33 23.43 3500 | 405 4.05 27.48 3600 | 17 0.17 27.65 3700 | 31 0.31 27.96 3750 | 3 0.03 27.99 3900 | 57 0.57 28.56 3950 | 130 1.30 29.86 4000 | 356 3.56 33.42 4100 | 39 0.39 33.81 4200 | 26 0.26 34.07 4300 | 10 0.10 34.17 4400 | 4 0.04 34.21 4500 | 440 4.40 38.61 4700 | 74 0.74 39.35 4800 | 84 0.84 40.19 4900 | 390 3.90 44.09 4950 | 28 0.28 44.37 5000 | 215 2.15 46.52 5100 | 9 0.09 46.61 5200 | 13 0.13 46.74 5400 | 126 1.26 48.00 5500 | 98 0.98 48.98 5600 | 11 0.11 49.09 5700 | 81 0.81 49.90 5800 | 39 0.39 50.29 5900 | 170 1.70 51.99 6000 | 240 2.40 54.39 6100 | 31 0.31 54.70 6200 | 13 0.13 54.83 6400 | 126 1.26 56.09 6500 | 1 0.01 56.10 6600 | 3 0.03 56.13 6700 | 3,764 37.64 93.77 . | 623 6.23 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of overallstarrating variable in man_to_w2016 dataset : Overall | Star Rating | Freq. Percent Cum. ------------+----------------------------------- 2.5 | 25 0.25 0.25 3 | 762 7.62 7.87 3.5 | 2,996 29.96 37.83 4 | 3,055 30.55 68.38 4.5 | 1,694 16.94 85.32 5 | 35 0.35 85.67 . | 1,433 14.33 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of overallstarratingstr variable in man_to_w2016 dataset : Overall Star Rating | Freq. Percent Cum. ----------------------------+----------------------------------- 2.5 Stars | 25 0.25 0.25 3 Stars | 762 7.62 7.87 3.5 Stars | 2,996 29.96 37.83 4 Stars | 3,055 30.55 68.38 4.5 Stars | 1,694 16.94 85.32 5 Stars | 35 0.35 85.67 Not enough data available | 610 6.10 91.77 Plan too new to be measured | 823 8.23 100.00 ----------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 19 Sep 2018