Frequencies for first 10,000 rows of man_to_w2017 dataset : by Jean Roth , jroth@nber.org , 6 Dec 2016 Frequencies for first 10,000 rows of state variable in man_to_w2017 dataset : State | Freq. Percent Cum. ----------------+----------------------------------- | 1 0.01 0.01 Nebraska | 164 1.64 1.65 Nevada | 55 0.55 2.20 New Hampshire | 77 0.77 2.97 New Jersey | 232 2.32 5.29 New Mexico | 249 2.49 7.78 New York | 1,642 16.42 24.20 North Carolina | 899 8.99 33.19 North Dakota | 360 3.60 36.79 Ohio | 2,166 21.66 58.45 Oklahoma | 589 5.89 64.34 Oregon | 404 4.04 68.38 Pennsylvania | 1,771 17.71 86.09 Puerto Rico | 1,390 13.90 99.99 Rhode Island | 1 0.01 100.00 ----------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of county variable in man_to_w2017 dataset : County | Freq. Percent Cum. ----------------------+----------------------------------- | 1 0.01 0.01 Adair | 7 0.07 0.08 Adams | 55 0.55 0.63 Adjuntas | 17 0.17 0.80 Aguada | 17 0.17 0.97 Aguadilla | 17 0.17 1.14 Aguas Buenas | 17 0.17 1.31 Aibonito | 17 0.17 1.48 Alamance | 14 0.14 1.62 Albany | 37 0.37 1.99 Alexander | 13 0.13 2.12 Alfalfa | 6 0.06 2.18 Allegany | 29 0.29 2.47 Alleghany | 7 0.07 2.54 Allegheny | 30 0.30 2.84 Allen | 26 0.26 3.10 Anasco | 17 0.17 3.27 Anson | 8 0.08 3.35 Arecibo | 17 0.17 3.52 Armstrong | 23 0.23 3.75 Arroyo | 17 0.17 3.92 Arthur | 2 0.02 3.94 Ashe | 5 0.05 3.99 Ashland | 25 0.25 4.24 Ashtabula | 12 0.12 4.36 Athens | 8 0.08 4.44 Atlantic | 8 0.08 4.52 Atoka | 4 0.04 4.56 Auglaize | 20 0.20 4.76 Avery | 12 0.12 4.88 Baker | 3 0.03 4.91 Banner | 2 0.02 4.93 Barceloneta | 17 0.17 5.10 Barnes | 10 0.10 5.20 Barranquitas | 17 0.17 5.37 Bayamon | 21 0.21 5.58 Beaufort | 8 0.08 5.66 Beaver | 30 0.30 5.96 Beckham | 4 0.04 6.00 Bedford | 24 0.24 6.24 Belknap | 4 0.04 6.28 Belmont | 16 0.16 6.44 Benson | 8 0.08 6.52 Benton | 18 0.18 6.70 Bergen | 14 0.14 6.84 Berks | 35 0.35 7.19 Bernalillo | 17 0.17 7.36 Bertie | 8 0.08 7.44 Billings | 7 0.07 7.51 Bladen | 9 0.09 7.60 Blaine | 9 0.09 7.69 Blair | 27 0.27 7.96 Boone | 3 0.03 7.99 Bottineau | 1 0.01 8.00 Bowman | 7 0.07 8.07 Box Butte | 1 0.01 8.08 Bradford | 9 0.09 8.17 Bristol | 1 0.01 8.18 Bronx | 36 0.36 8.54 Broome | 36 0.36 8.90 Brown | 27 0.27 9.17 Brunswick | 5 0.05 9.22 Bryan | 4 0.04 9.26 Bucks | 28 0.28 9.54 Buffalo | 3 0.03 9.57 Buncombe | 12 0.12 9.69 Burke | 9 0.09 9.78 Burleigh | 12 0.12 9.90 Burlington | 10 0.10 10.00 Burt | 2 0.02 10.02 Butler | 70 0.70 10.72 Cabarrus | 12 0.12 10.84 Cabo Rojo | 17 0.17 11.01 Caddo | 8 0.08 11.09 Caguas | 21 0.21 11.30 Caldwell | 13 0.13 11.43 Cambria | 28 0.28 11.71 Camden | 10 0.10 11.81 Cameron | 30 0.30 12.11 Camuy | 17 0.17 12.28 Canadian | 19 0.19 12.47 Canovanas | 21 0.21 12.68 Cape May | 7 0.07 12.75 Carbon | 26 0.26 13.01 Carolina | 21 0.21 13.22 Carroll | 39 0.39 13.61 Carson City | 6 0.06 13.67 Carter | 2 0.02 13.69 Carteret | 2 0.02 13.71 Cass | 18 0.18 13.89 Caswell | 14 0.14 14.03 Catano | 21 0.21 14.24 Catawba | 16 0.16 14.40 Catron | 5 0.05 14.45 Cattaraugus | 28 0.28 14.73 Cavalier | 7 0.07 14.80 Cayey | 17 0.17 14.97 Cayuga | 29 0.29 15.26 Cedar | 2 0.02 15.28 Ceiba | 21 0.21 15.49 Centre | 27 0.27 15.76 Champaign | 27 0.27 16.03 Chatham | 16 0.16 16.19 Chautauqua | 25 0.25 16.44 Chaves | 5 0.05 16.49 Chemung | 23 0.23 16.72 Chenango | 31 0.31 17.03 Cherokee | 15 0.15 17.18 Cheshire | 10 0.10 17.28 Chester | 25 0.25 17.53 Cheyenne | 2 0.02 17.55 Choctaw | 4 0.04 17.59 Chowan | 8 0.08 17.67 Churchill | 4 0.04 17.71 Ciales | 17 0.17 17.88 Cibola | 11 0.11 17.99 Cidra | 17 0.17 18.16 Cimarron | 3 0.03 18.19 Clackamas | 26 0.26 18.45 Clarion | 21 0.21 18.66 Clark | 45 0.45 19.11 Clatsop | 4 0.04 19.15 Clay | 6 0.06 19.21 Clearfield | 29 0.29 19.50 Clermont | 38 0.38 19.88 Cleveland | 27 0.27 20.15 Clinton | 57 0.57 20.72 Coal | 4 0.04 20.76 Coamo | 17 0.17 20.93 Colfax | 8 0.08 21.01 Columbia | 68 0.68 21.69 Columbiana | 35 0.35 22.04 Columbus | 7 0.07 22.11 Comanche | 5 0.05 22.16 Comerio | 17 0.17 22.33 Coos | 11 0.11 22.44 Corozal | 17 0.17 22.61 Cortland | 27 0.27 22.88 Coshocton | 20 0.20 23.08 Cotton | 6 0.06 23.14 Craig | 10 0.10 23.24 Craven | 2 0.02 23.26 Crawford | 44 0.44 23.70 Creek | 17 0.17 23.87 Crook | 11 0.11 23.98 Culebra | 21 0.21 24.19 Cumberland | 50 0.50 24.69 Cuming | 2 0.02 24.71 Currituck | 2 0.02 24.73 Curry | 13 0.13 24.86 Custer | 4 0.04 24.90 Cuyahoga | 41 0.41 25.31 Dakota | 3 0.03 25.34 Dare | 2 0.02 25.36 Darke | 19 0.19 25.55 Dauphin | 32 0.32 25.87 Davidson | 13 0.13 26.00 Davie | 14 0.14 26.14 Dawes | 2 0.02 26.16 Dawson | 2 0.02 26.18 DeBaca | 3 0.03 26.21 Defiance | 16 0.16 26.37 Delaware | 85 0.85 27.22 Deschutes | 12 0.12 27.34 Dewey | 8 0.08 27.42 Dickey | 7 0.07 27.49 Dixon | 1 0.01 27.50 Dodge | 8 0.08 27.58 Dona Ana | 7 0.07 27.65 Dorado | 17 0.17 27.82 Douglas | 33 0.33 28.15 Dunn | 7 0.07 28.22 Duplin | 7 0.07 28.29 Durham | 13 0.13 28.42 Dutchess | 17 0.17 28.59 Eddy | 12 0.12 28.71 Edgecombe | 6 0.06 28.77 Elk | 23 0.23 29.00 Ellis | 2 0.02 29.02 Emmons | 7 0.07 29.09 Erie | 87 0.87 29.96 Esmeralda | 1 0.01 29.97 Essex | 41 0.41 30.38 Fairfield | 28 0.28 30.66 Fajardo | 21 0.21 30.87 Fayette | 46 0.46 31.33 Florida | 17 0.17 31.50 Forest | 26 0.26 31.76 Forsyth | 13 0.13 31.89 Foster | 7 0.07 31.96 Franklin | 73 0.73 32.69 Fulton | 74 0.74 33.43 Gage | 2 0.02 33.45 Gallia | 13 0.13 33.58 Garfield | 8 0.08 33.66 Garvin | 7 0.07 33.73 Gaston | 15 0.15 33.88 Gates | 8 0.08 33.96 Geauga | 37 0.37 34.33 Genesee | 28 0.28 34.61 Gilliam | 3 0.03 34.64 Gloucester | 7 0.07 34.71 Gosper | 3 0.03 34.74 Grady | 14 0.14 34.88 Grafton | 9 0.09 34.97 Graham | 6 0.06 35.03 Grand Forks | 10 0.10 35.13 Grant | 27 0.27 35.40 Granville | 5 0.05 35.45 Greene | 98 0.98 36.43 Greer | 2 0.02 36.45 Griggs | 7 0.07 36.52 Guadalupe | 4 0.04 36.56 Guanica | 17 0.17 36.73 Guayama | 17 0.17 36.90 Guayanilla | 17 0.17 37.07 Guaynabo | 21 0.21 37.28 Guernsey | 18 0.18 37.46 Guilford | 16 0.16 37.62 Gurabo | 17 0.17 37.79 Halifax | 7 0.07 37.86 Hall | 2 0.02 37.88 Hamilton | 58 0.58 38.46 Hancock | 21 0.21 38.67 Hardin | 15 0.15 38.82 Harding | 3 0.03 38.85 Harmon | 2 0.02 38.87 Harnett | 5 0.05 38.92 Harney | 3 0.03 38.95 Harper | 3 0.03 38.98 Harrison | 26 0.26 39.24 Haskell | 10 0.10 39.34 Hatillo | 17 0.17 39.51 Hayes | 1 0.01 39.52 Haywood | 10 0.10 39.62 Henderson | 12 0.12 39.74 Henry | 21 0.21 39.95 Herkimer | 28 0.28 40.23 Hertford | 8 0.08 40.31 Hettinger | 7 0.07 40.38 Hidalgo | 4 0.04 40.42 Highland | 22 0.22 40.64 Hillsborough | 12 0.12 40.76 Hocking | 18 0.18 40.94 Hoke | 8 0.08 41.02 Holmes | 26 0.26 41.28 Hood River | 10 0.10 41.38 Hooker | 3 0.03 41.41 Hormigueros | 17 0.17 41.58 Hudson | 16 0.16 41.74 Hughes | 8 0.08 41.82 Humacao | 17 0.17 41.99 Hunterdon | 7 0.07 42.06 Huntingdon | 33 0.33 42.39 Huron | 14 0.14 42.53 Hyde | 7 0.07 42.60 Indiana | 24 0.24 42.84 Iredell | 12 0.12 42.96 Isabela | 17 0.17 43.13 Jackson | 45 0.45 43.58 Jayuya | 17 0.17 43.75 Jefferson | 87 0.87 44.62 Johnson | 1 0.01 44.63 Johnston | 15 0.15 44.78 Jones | 8 0.08 44.86 Josephine | 16 0.16 45.02 Juana Diaz | 17 0.17 45.19 Juncos | 17 0.17 45.36 Juniata | 28 0.28 45.64 Kay | 4 0.04 45.68 Kearney | 1 0.01 45.69 Keith | 2 0.02 45.71 Keya Paha | 3 0.03 45.74 Kidder | 10 0.10 45.84 Kingfisher | 9 0.09 45.93 Kings | 36 0.36 46.29 Kiowa | 8 0.08 46.37 Klamath | 11 0.11 46.48 Knox | 20 0.20 46.68 LaMoure | 7 0.07 46.75 Lackawanna | 26 0.26 47.01 Lajas | 17 0.17 47.18 Lake | 44 0.44 47.62 Lancaster | 46 0.46 48.08 Lane | 20 0.20 48.28 Lares | 17 0.17 48.45 Las Marias | 17 0.17 48.62 Las Piedras | 17 0.17 48.79 Latimer | 5 0.05 48.84 Lawrence | 43 0.43 49.27 Le Flore | 4 0.04 49.31 Lea | 5 0.05 49.36 Lebanon | 27 0.27 49.63 Lee | 10 0.10 49.73 Lehigh | 39 0.39 50.12 Lenoir | 2 0.02 50.14 Lewis | 19 0.19 50.33 Licking | 30 0.30 50.63 Lincoln | 39 0.39 51.02 Linn | 18 0.18 51.20 Livingston | 13 0.13 51.33 Logan | 43 0.43 51.76 Loiza | 21 0.21 51.97 Lorain | 34 0.34 52.31 Los Alamos | 7 0.07 52.38 Loup | 2 0.02 52.40 Love | 4 0.04 52.44 Lucas | 42 0.42 52.86 Luna | 7 0.07 52.93 Luquillo | 21 0.21 53.14 Luzerne | 24 0.24 53.38 Lycoming | 23 0.23 53.61 Lyon | 7 0.07 53.68 Macon | 6 0.06 53.74 Madison | 69 0.69 54.43 Mahoning | 46 0.46 54.89 Major | 6 0.06 54.95 Malheur | 6 0.06 55.01 Manati | 17 0.17 55.18 Maricao | 17 0.17 55.35 Marion | 44 0.44 55.79 Marshall | 4 0.04 55.83 Martin | 8 0.08 55.91 Maunabo | 17 0.17 56.08 Mayaguez | 17 0.17 56.25 Mayes | 14 0.14 56.39 McClain | 13 0.13 56.52 McCurtain | 4 0.04 56.56 McDowell | 13 0.13 56.69 McHenry | 8 0.08 56.77 McIntosh | 14 0.14 56.91 McKean | 25 0.25 57.16 McKinley | 5 0.05 57.21 McLean | 7 0.07 57.28 McPherson | 3 0.03 57.31 Mecklenburg | 14 0.14 57.45 Medina | 44 0.44 57.89 Meigs | 11 0.11 58.00 Mercer | 69 0.69 58.69 Merrick | 2 0.02 58.71 Merrimack | 7 0.07 58.78 Miami | 29 0.29 59.07 Middlesex | 12 0.12 59.19 Mifflin | 25 0.25 59.44 Mineral | 1 0.01 59.45 Mitchell | 11 0.11 59.56 Moca | 17 0.17 59.73 Monmouth | 17 0.17 59.90 Monroe | 64 0.64 60.54 Montgomery | 94 0.94 61.48 Montour | 26 0.26 61.74 Moore | 6 0.06 61.80 Mora | 4 0.04 61.84 Morgan | 19 0.19 62.03 Morovis | 17 0.17 62.20 Morrill | 2 0.02 62.22 Morris | 14 0.14 62.36 Morrow | 22 0.22 62.58 Morton | 11 0.11 62.69 Multnomah | 26 0.26 62.95 Murray | 3 0.03 62.98 Muskingum | 21 0.21 63.19 Muskogee | 15 0.15 63.34 Naguabo | 17 0.17 63.51 Nance | 2 0.02 63.53 Naranjito | 17 0.17 63.70 Nash | 6 0.06 63.76 Nassau | 28 0.28 64.04 Nelson | 7 0.07 64.11 New Hanover | 6 0.06 64.17 New York | 36 0.36 64.53 Niagara | 35 0.35 64.88 Noble | 28 0.28 65.16 Northampton | 44 0.44 65.60 Northumberland | 23 0.23 65.83 Nowata | 11 0.11 65.94 Nuckolls | 1 0.01 65.95 Nye | 2 0.02 65.97 Ocean | 13 0.13 66.10 Okfuskee | 6 0.06 66.16 Oklahoma | 19 0.19 66.35 Okmulgee | 14 0.14 66.49 Oliver | 8 0.08 66.57 Oneida | 35 0.35 66.92 Onondaga | 30 0.30 67.22 Onslow | 2 0.02 67.24 Ontario | 19 0.19 67.43 Orange | 39 0.39 67.82 Orleans | 27 0.27 68.09 Orocovis | 17 0.17 68.26 Osage | 13 0.13 68.39 Oswego | 26 0.26 68.65 Otero | 8 0.08 68.73 Otoe | 2 0.02 68.75 Otsego | 23 0.23 68.98 Ottawa | 31 0.31 69.29 Pamlico | 6 0.06 69.35 Pasquotank | 2 0.02 69.37 Passaic | 14 0.14 69.51 Patillas | 17 0.17 69.68 Paulding | 15 0.15 69.83 Pawnee | 8 0.08 69.91 Payne | 5 0.05 69.96 Pembina | 7 0.07 70.03 Pender | 8 0.08 70.11 Penuelas | 17 0.17 70.28 Perkins | 2 0.02 70.30 Perquimans | 2 0.02 70.32 Perry | 51 0.51 70.83 Person | 14 0.14 70.97 Philadelphia | 26 0.26 71.23 Pickaway | 22 0.22 71.45 Pierce | 8 0.08 71.53 Pike | 29 0.29 71.82 Pitt | 7 0.07 71.89 Pittsburg | 8 0.08 71.97 Platte | 3 0.03 72.00 Polk | 32 0.32 72.32 Ponce | 17 0.17 72.49 Pontotoc | 6 0.06 72.55 Portage | 41 0.41 72.96 Pottawatomie | 16 0.16 73.12 Potter | 27 0.27 73.39 Preble | 31 0.31 73.70 Pushmataha | 6 0.06 73.76 Putnam | 35 0.35 74.11 Quay | 3 0.03 74.14 Quebradillas | 17 0.17 74.31 Queens | 37 0.37 74.68 Ramsey | 7 0.07 74.75 Randolph | 15 0.15 74.90 Ransom | 7 0.07 74.97 Rensselaer | 36 0.36 75.33 Richland | 26 0.26 75.59 Richmond | 45 0.45 76.04 Rincon | 17 0.17 76.21 Rio Arriba | 12 0.12 76.33 Rio Grande | 21 0.21 76.54 Robeson | 6 0.06 76.60 Rockingham | 25 0.25 76.85 Rockland | 21 0.21 77.06 Roger Mills | 3 0.03 77.09 Rogers | 16 0.16 77.25 Rolette | 8 0.08 77.33 Roosevelt | 3 0.03 77.36 Ross | 17 0.17 77.53 Rowan | 14 0.14 77.67 Rutherford | 6 0.06 77.73 Sabana Grande | 17 0.17 77.90 Salem | 7 0.07 77.97 Salinas | 17 0.17 78.14 Sampson | 8 0.08 78.22 San German | 17 0.17 78.39 San Juan | 24 0.24 78.63 San Lorenzo | 17 0.17 78.80 San Miguel | 11 0.11 78.91 San Sebastian | 17 0.17 79.08 Sandoval | 17 0.17 79.25 Sandusky | 21 0.21 79.46 Santa Fe | 16 0.16 79.62 Santa Isabel | 17 0.17 79.79 Saratoga | 35 0.35 80.14 Sargent | 7 0.07 80.21 Sarpy | 9 0.09 80.30 Saunders | 8 0.08 80.38 Schenectady | 37 0.37 80.75 Schoharie | 25 0.25 81.00 Schuyler | 22 0.22 81.22 Schuylkill | 30 0.30 81.52 Scioto | 12 0.12 81.64 Scotland | 11 0.11 81.75 Scotts Bluff | 2 0.02 81.77 Seminole | 10 0.10 81.87 Seneca | 44 0.44 82.31 Sequoyah | 5 0.05 82.36 Seward | 1 0.01 82.37 Shelby | 22 0.22 82.59 Sheridan | 9 0.09 82.68 Sherman | 10 0.10 82.78 Sierra | 7 0.07 82.85 Sioux | 7 0.07 82.92 Slope | 7 0.07 82.99 Snyder | 28 0.28 83.27 Socorro | 7 0.07 83.34 Somerset | 42 0.42 83.76 St. Lawrence | 18 0.18 83.94 Stanly | 6 0.06 84.00 Stanton | 2 0.02 84.02 Stark | 51 0.51 84.53 Steele | 7 0.07 84.60 Stephens | 4 0.04 84.64 Steuben | 23 0.23 84.87 Stokes | 12 0.12 84.99 Storey | 6 0.06 85.05 Strafford | 11 0.11 85.16 Stutsman | 10 0.10 85.26 Suffolk | 22 0.22 85.48 Sullivan | 42 0.42 85.90 Summit | 42 0.42 86.32 Surry | 6 0.06 86.38 Susquehanna | 23 0.23 86.61 Sussex | 8 0.08 86.69 Swain | 8 0.08 86.77 Taos | 8 0.08 86.85 Texas | 2 0.02 86.87 Thomas | 2 0.02 86.89 Thurston | 1 0.01 86.90 Tillamook | 3 0.03 86.93 Tillman | 6 0.06 86.99 Tioga | 48 0.48 87.47 Toa Alta | 17 0.17 87.64 Toa Baja | 21 0.21 87.85 Tompkins | 23 0.23 88.08 Torrance | 16 0.16 88.24 Towner | 8 0.08 88.32 Traill | 10 0.10 88.42 Transylvania | 12 0.12 88.54 Trujillo Alto | 21 0.21 88.75 Trumbull | 47 0.47 89.22 Tulsa | 23 0.23 89.45 Tuscarawas | 22 0.22 89.67 Tyrrell | 4 0.04 89.71 Ulster | 19 0.19 89.90 Umatilla | 3 0.03 89.93 Union | 73 0.73 90.66 Utuado | 17 0.17 90.83 Valencia | 17 0.17 91.00 Van Wert | 18 0.18 91.18 Vance | 8 0.08 91.26 Vega Alta | 17 0.17 91.43 Vega Baja | 17 0.17 91.60 Venango | 26 0.26 91.86 Vieques | 21 0.21 92.07 Villalba | 17 0.17 92.24 Vinton | 18 0.18 92.42 Wagoner | 15 0.15 92.57 Wake | 17 0.17 92.74 Wallowa | 3 0.03 92.77 Walsh | 7 0.07 92.84 Ward | 7 0.07 92.91 Warren | 107 1.07 93.98 Wasco | 6 0.06 94.04 Washington | 121 1.21 95.25 Washita | 3 0.03 95.28 Washoe | 11 0.11 95.39 Watauga | 8 0.08 95.47 Wayne | 83 0.83 96.30 Wells | 8 0.08 96.38 Westchester | 34 0.34 96.72 Westmoreland | 29 0.29 97.01 Wheeler | 12 0.12 97.13 Wilkes | 12 0.12 97.25 Williams | 24 0.24 97.49 Wilson | 5 0.05 97.54 Wood | 34 0.34 97.88 Woods | 6 0.06 97.94 Woodward | 4 0.04 97.98 Wyandot | 14 0.14 98.12 Wyoming | 56 0.56 98.68 Yabucoa | 17 0.17 98.85 Yadkin | 10 0.10 98.95 Yamhill | 19 0.19 99.14 Yancey | 14 0.14 99.28 Yates | 24 0.24 99.52 Yauco | 17 0.17 99.69 York | 31 0.31 100.00 ----------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of organizationname variable in man_to_w2017 dataset : Organization Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- | 1 0.01 0.01 ATRIO Health Plans | 24 0.24 0.25 Aetna Medicare | 608 6.08 6.33 Affinity Health Plan | 20 0.20 6.53 AgeWell New York | 7 0.07 6.60 AllCare Advantage | 6 0.06 6.66 Amerigroup Community Care of New Mexico | 5 0.05 6.71 Anthem Blue Cross and Blue Shield | 301 3.01 9.72 Arcadian Health Plan, Inc. | 6 0.06 9.78 Blue Cross Blue Shield of IL, MT, NM | 8 0.08 9.86 Blue Cross Blue Shield of New Mexico | 28 0.28 10.14 Blue Cross Blue Shield of OK | 16 0.16 10.30 Blue Cross Blue Shield of Oklahoma | 14 0.14 10.44 Blue Cross and Blue Shield of IL, NM,.. | 29 0.29 10.73 Blue Cross and Blue Shield of Nebraska | 12 0.12 10.85 Blue Cross and Blue Shield of North C.. | 273 2.73 13.58 BlueCross BlueShield of WNY and BlueS.. | 82 0.82 14.40 CDPHP Medicare Choices | 84 0.84 15.24 CHA HMO, Inc. | 8 0.08 15.32 CHRISTUS Health Plan Generations | 3 0.03 15.35 CLOVER HEALTH | 24 0.24 15.59 Capital Advantage Insurance Company | 42 0.42 16.01 CareMore Health Plan of Nevada | 3 0.03 16.04 CareOregon Advantage | 7 0.07 16.11 CareSource | 42 0.42 16.53 Centers Plan for Healthy Living | 8 0.08 16.61 CommunityCare Advantage Medicare Plan.. | 9 0.09 16.70 CommunityCare Senior Health Plan (HMO) | 24 0.24 16.94 Constellation Health | 64 0.64 17.58 Coventry Health Care | 63 0.63 18.21 Elderplan | 8 0.08 18.29 EmblemHealth Medicare HMO | 30 0.30 18.59 Empire BlueCross BlueShield | 22 0.22 18.81 Excellus Health Plan, Inc | 174 1.74 20.55 FamilyCare Health | 4 0.04 20.59 Fidelis Care | 152 1.52 22.11 FirstMedicare Direct | 29 0.29 22.40 Gateway Health Medicare Assured | 203 2.03 24.43 Geisinger Gold | 200 2.00 26.43 GlobalHealth | 176 1.76 28.19 HUMANA HEALTH PLANS OF PUERTO RICO, I.. | 156 1.56 29.75 Harvard Pilgrim Health Care of New En.. | 16 0.16 29.91 Health Alliance Medicare | 4 0.04 29.95 Health Net Health Plan of Oregon, Inc. | 9 0.09 30.04 Health Net Life Insurance Company | 38 0.38 30.42 Health Partners Medicare | 21 0.21 30.63 HealthAmerica | 168 1.68 32.31 HealthAmerica Pennsylvania, Inc. | 182 1.82 34.13 HealthTeam Advantage | 8 0.08 34.21 Healthfirst Medicare Plan | 19 0.19 34.40 HeartlandPlains Health | 2 0.02 34.42 Highmark Choice Company | 180 1.80 36.22 Highmark Senior Health Company | 220 2.20 38.42 Horizon Blue Cross Blue Shield of New.. | 49 0.49 38.91 Humana Benefit Plan of Illinois, Inc. | 143 1.43 40.34 Humana Health Company of New York, Inc. | 29 0.29 40.63 Humana Health Plan, Inc. | 15 0.15 40.78 Humana Insurance Company | 1,190 11.90 52.68 Humana Insurance Company of New York | 27 0.27 52.95 Humana Insurance of Puerto Rico, Inc. | 78 0.78 53.73 Humana Medical Plan of Pennsylvania, .. | 17 0.17 53.90 Humana Medical Plan, Inc. | 27 0.27 54.17 Humana Regional Health Plan, Inc. | 5 0.05 54.22 Humana WI Health Organization Insuran.. | 65 0.65 54.87 Independent Health | 32 0.32 55.19 Kaiser Permanente | 18 0.18 55.37 Keystone 65 HMO | 25 0.25 55.62 Keystone Health Plan Central, Inc. | 48 0.48 56.10 Liberty Health Advantage | 6 0.06 56.16 MCS Classicare | 312 3.12 59.28 MVP HEALTH CARE | 224 2.24 61.52 Martin's Point Generations Advantage | 4 0.04 61.56 MediGold | 106 1.06 62.62 Medica Insurance Company | 322 3.22 65.84 Medical Mutual of Ohio | 493 4.93 70.77 Medicare y Mucho Más | 312 3.12 73.89 MeridianCare | 3 0.03 73.92 MetroPlus Health Plan | 4 0.04 73.96 Moda Health Plan, Inc. | 84 0.84 74.80 PMC Medicare Choice | 78 0.78 75.58 PacificSource Medicare | 52 0.52 76.10 Paramount Elite | 42 0.42 76.52 Personal Choice 65 PPO | 7 0.07 76.59 Premier Health Plan | 16 0.16 76.75 Presbyterian MediCare PPO | 99 0.99 77.74 Presbyterian Senior Care (HMO) | 24 0.24 77.98 PrimeTime Health Plan | 48 0.48 78.46 Prominence Health Plan | 10 0.10 78.56 Providence Health Assurance | 45 0.45 79.01 Provider Partners Pennsylvania Advant.. | 1 0.01 79.02 QUALITY HEALTH PLANS | 6 0.06 79.08 Regence BlueCross BlueShield of Oregon | 50 0.50 79.58 RiverLink Health | 4 0.04 79.62 Samaritan Advantage Health Plan | 9 0.09 79.71 Sanford Heart of America Health Plan | 10 0.10 79.81 Senior Care Plus | 24 0.24 80.05 SummaCare Medicare Advantage Plans | 98 0.98 81.03 The Health Plan | 104 1.04 82.07 Trillium Medicare Advantage | 1 0.01 82.08 Triple S Advantage | 234 2.34 84.42 Triple-S Advantage | 156 1.56 85.98 UPMC Health Plan | 194 1.94 87.92 UnitedHealthcare | 839 8.39 96.31 Universal American Corp. | 272 2.72 99.03 VNSNY CHOICE Medicare | 12 0.12 99.15 Vibra Health Plan | 34 0.34 99.49 WellCare | 51 0.51 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of planname variable in man_to_w2017 dataset : Plan Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- | 1 0.01 0.01 AARP MedicareComplete (HMO) | 25 0.25 0.26 AARP MedicareComplete Choice (PPO) | 32 0.32 0.58 AARP MedicareComplete Choice (Regiona.. | 10 0.10 0.68 AARP MedicareComplete Choice Plan 1 (.. | 5 0.05 0.73 AARP MedicareComplete Choice Plan 2 (.. | 5 0.05 0.78 AARP MedicareComplete Essential (HMO) | 68 0.68 1.46 AARP MedicareComplete Mosaic (HMO) | 5 0.05 1.51 AARP MedicareComplete Plan 1 (HMO) | 104 1.04 2.55 AARP MedicareComplete Plan 2 (HMO) | 108 1.08 3.63 AARP MedicareComplete Plan 3 (HMO) | 71 0.71 4.34 AARP MedicareComplete Plan 4 (HMO) | 14 0.14 4.48 AARP MedicareComplete Plan 5 (HMO) | 8 0.08 4.56 AARP MedicareComplete Plan 6 (HMO) | 10 0.10 4.66 AARP MedicareComplete Plan 7 (HMO) | 10 0.10 4.76 AARP MedicareComplete Plan 8 (HMO) | 2 0.02 4.78 AARP MedicareComplete SecureHorizons .. | 7 0.07 4.85 AARP MedicareComplete SecureHorizons .. | 6 0.06 4.91 AARP MedicareComplete SecureHorizons .. | 6 0.06 4.97 ADVANTRA SILVER (PPO) | 1 0.01 4.98 ATRIO Bronze (PPO) | 2 0.02 5.00 ATRIO Bronze (Rogue) (PPO) | 2 0.02 5.02 ATRIO Bronze Rx (Basin) (PPO) | 1 0.01 5.03 ATRIO Bronze Rx (Rogue) (PPO) | 2 0.02 5.05 ATRIO Bronze Rx (Umpqua) (PPO) | 1 0.01 5.06 ATRIO Gold Rx (PPO) | 2 0.02 5.08 ATRIO Gold Rx (Rogue) (PPO) | 2 0.02 5.10 ATRIO Gold Rx (Willamette) (PPO) | 2 0.02 5.12 ATRIO Silver (PPO) | 2 0.02 5.14 ATRIO Silver (Rogue) (PPO) | 2 0.02 5.16 ATRIO Silver Rx (PPO) | 2 0.02 5.18 ATRIO Silver Rx (Rogue) (PPO) | 2 0.02 5.20 ATRIO Silver Rx (Willamette) (PPO) | 2 0.02 5.22 Advantage Choice (HMO) | 3 0.03 5.25 Advantage Choice Plus (HMO) | 3 0.03 5.28 Advantage Premier (HMO) | 3 0.03 5.31 Advantage Premium - LI (HMO) | 2 0.02 5.33 Advantage Silver - NY (HMO) | 2 0.02 5.35 Advantage Silver - NY City (HMO) | 2 0.02 5.37 Advantra Basic Medical (HMO) | 58 0.58 5.95 Advantra Butler Prime (HMO) | 1 0.01 5.96 Advantra Choice Plan (HMO) | 1 0.01 5.97 Advantra Fayette Prime (HMO) | 1 0.01 5.98 Advantra Freedom (PPO) | 9 0.09 6.07 Advantra Gold (HMO) | 24 0.24 6.31 Advantra Gold (PPO) | 43 0.43 6.74 Advantra Northern Pennsylvania Gold (.. | 22 0.22 6.96 Advantra Penn Highlands Prime (HMO) | 3 0.03 6.99 Advantra Silver (HMO) | 30 0.30 7.29 Advantra Silver (PPO) | 66 0.66 7.95 Advantra Silver Plus (HMO) | 40 0.40 8.35 Advantra Silver Plus (PPO) | 23 0.23 8.58 Advantra Washington Prime (HMO) | 2 0.02 8.60 AdvantraOne (PPO) | 53 0.53 9.13 Aetna Medicare Basic Plan (HMO) | 22 0.22 9.35 Aetna Medicare Choice Plan (HMO) | 7 0.07 9.42 Aetna Medicare Choice Plan (PPO) | 26 0.26 9.68 Aetna Medicare Elite Plan (HMO) | 3 0.03 9.71 Aetna Medicare Elite Plan (PPO) | 35 0.35 10.06 Aetna Medicare Gold Plan (PPO) | 63 0.63 10.69 Aetna Medicare Main Line Health Prime.. | 3 0.03 10.72 Aetna Medicare NJ Connect Gold (Regio.. | 21 0.21 10.93 Aetna Medicare NNJ Prime Plan (HMO) | 10 0.10 11.03 Aetna Medicare OH Connect Gold (Regio.. | 88 0.88 11.91 Aetna Medicare OH Connect Gold 2 (Reg.. | 88 0.88 12.79 Aetna Medicare PinnacleHealth Prime P.. | 2 0.02 12.81 Aetna Medicare Platinum Plan (HMO) | 1 0.01 12.82 Aetna Medicare Platinum Plan (PPO) | 1 0.01 12.83 Aetna Medicare Premier Plan (HMO) | 17 0.17 13.00 Aetna Medicare Premier Plan (PPO) | 52 0.52 13.52 Aetna Medicare Prime Plan (HMO) | 4 0.04 13.56 Aetna Medicare SNJ Prime Elite Plan (.. | 3 0.03 13.59 Aetna Medicare Select Plan (HMO) | 16 0.16 13.75 Aetna Medicare Select Plan (PPO) | 1 0.01 13.76 Aetna Medicare Standard Plan (HMO) | 22 0.22 13.98 Aetna Medicare Standard Plan (PPO) | 51 0.51 14.49 Aetna Medicare Syracuse Plan (PPO) | 1 0.01 14.50 Aetna Medicare Value Plan (HMO) | 42 0.42 14.92 Aetna Medicare Value Plan (PPO) | 29 0.29 15.21 Affinity Medicare Passport Essentials.. | 5 0.05 15.26 Affinity Medicare Passport Essentials.. | 5 0.05 15.31 Affinity Medicare Passport Select (HMO) | 10 0.10 15.41 AgeWell New York LiveWell (HMO) | 7 0.07 15.48 AllCare Advantage Gold (HMO) | 3 0.03 15.51 AllCare Advantage Gold Plus Rx (HMO) | 3 0.03 15.54 Amerivantage Classic (HMO) | 5 0.05 15.59 Anthem MediBlue Access (PPO) | 35 0.35 15.94 Anthem MediBlue Access (Regional PPO) | 88 0.88 16.82 Anthem MediBlue Access Core (Regional.. | 88 0.88 17.70 Anthem MediBlue Access Enhanced (PPO) | 17 0.17 17.87 Anthem MediBlue Coordination Plus (HMO) | 6 0.06 17.93 Anthem MediBlue Essential (HMO) | 40 0.40 18.33 Anthem MediBlue Plus (HMO) | 27 0.27 18.60 Apollo - Constellation Health (HMO) | 16 0.16 18.76 Apollo @ Home- Constellation Health (.. | 16 0.16 18.92 BasiCare with Part D (PPO) | 29 0.29 19.21 Basic (HMO) | 78 0.78 19.99 Blue Cross Blue Shield Nebraska MA Ch.. | 6 0.06 20.05 Blue Cross Blue Shield Nebraska MA Co.. | 6 0.06 20.11 Blue Cross Medicare Advantage Basic (.. | 19 0.19 20.30 Blue Cross Medicare Advantage Choice .. | 29 0.29 20.59 Blue Cross Medicare Advantage Flex (H.. | 14 0.14 20.73 Blue Cross Medicare Advantage Premier.. | 4 0.04 20.77 Blue Cross Medicare Advantage Premier.. | 15 0.15 20.92 Blue Cross Medicare Advantage Select .. | 14 0.14 21.06 Blue Medicare HMO Enhanced (HMO) | 49 0.49 21.55 Blue Medicare HMO Essential (HMO) | 82 0.82 22.37 Blue Medicare HMO Medical Only (HMO) | 82 0.82 23.19 Blue Medicare PPO Enhanced (PPO) | 60 0.60 23.79 BlueCross BlueShield Forever Blue Med.. | 8 0.08 23.87 BlueCross BlueShield Senior Blue HMO .. | 8 0.08 23.95 BlueCross BlueShield Senior Blue HMO .. | 8 0.08 24.03 BlueCross BlueShield Senior Blue HMO .. | 8 0.08 24.11 BlueJourney Classic (PPO) | 21 0.21 24.32 BlueJourney Essential (HMO) | 16 0.16 24.48 BlueJourney Premier (HMO) | 16 0.16 24.64 BlueJourney Prime (PPO) | 21 0.21 24.85 BlueJourney Value (HMO) | 16 0.16 25.01 BlueShield Senior Blue 650 Part D (HM.. | 10 0.10 25.11 BlueShield Senior Blue HMO 652 PartD .. | 10 0.10 25.21 CDPHP Basic RX (HMO) | 21 0.21 25.42 CDPHP Choice (HMO) | 21 0.21 25.63 CDPHP Choice Rx (HMO) | 21 0.21 25.84 CDPHP Value Rx (HMO) | 21 0.21 26.05 CHRISTUS Health Plan Generations (HMO) | 3 0.03 26.08 CareMore Connect Plus (HMO) | 1 0.01 26.09 CareMore StartSmart Plus (HMO) | 1 0.01 26.10 CareMore Value Plus (HMO) | 1 0.01 26.11 CareOregon Advantage Star (HMO-POS) | 7 0.07 26.18 CareSource Advantage (HMO) | 14 0.14 26.32 CareSource Advantage Plus (HMO) | 14 0.14 26.46 CareSource Advantage Zero Premium (HMO) | 14 0.14 26.60 Centers Plan for Medicare Advantage C.. | 8 0.08 26.68 Classic Plus Rx (HMO) | 6 0.06 26.74 Clover Health CarePoint (PPO) | 1 0.01 26.75 Clover Health Classic (PPO) | 8 0.08 26.83 Clover Health Premier (PPO) | 9 0.09 26.92 Clover Health Prestige (PPO) | 6 0.06 26.98 Community Blue Medicare HMO Prestige .. | 26 0.26 27.24 Community Blue Medicare HMO Signature.. | 46 0.46 27.70 Coventry Advantra Platinum (PPO) | 10 0.10 27.80 Coventry Advantra Silver (HMO) | 16 0.16 27.96 Coventry Select (no drug) (HMO) | 4 0.04 28.00 Coventry Total Care (HMO) | 6 0.06 28.06 Elderplan Extra Help (HMO) | 5 0.05 28.11 Elderplan Healthy Balance (HMO-POS) | 3 0.03 28.14 EmblemHealth VIP Essential (HMO) | 8 0.08 28.22 EmblemHealth VIP Gold (HMO) | 8 0.08 28.30 EmblemHealth VIP Gold Plus (HMO) | 8 0.08 28.38 EmblemHealth VIP Value (HMO) | 6 0.06 28.44 Empire MediBlue Access (PPO) | 5 0.05 28.49 Empire MediBlue Choice (HMO-POS) | 2 0.02 28.51 Empire MediBlue Core (HMO) | 6 0.06 28.57 Empire MediBlue Plus (HMO) | 9 0.09 28.66 Erickson Advantage Freedom (HMO-POS) | 4 0.04 28.70 Erickson Advantage Signature with Dru.. | 4 0.04 28.74 Erickson Advantage Signature without .. | 4 0.04 28.78 FamilyCare Advantage Rx (HMO) | 4 0.04 28.82 Fidelis Medicare $0 Premium (HMO) | 51 0.51 29.33 Fidelis Medicare Advantage Flex (HMO-.. | 48 0.48 29.81 Fidelis Medicare Advantage without Rx.. | 53 0.53 30.34 First+Plus - Advantage (PPO) | 78 0.78 31.12 FirstMedicare Direct HMO Plus (HMO) | 7 0.07 31.19 FirstMedicare Direct HMO Standard (HMO) | 7 0.07 31.26 FirstMedicare Direct Healthy State HM.. | 6 0.06 31.32 FirstMedicare Direct PPO Plus (PPO) | 7 0.07 31.39 FirstMedicare Direct preferredPLUS (H.. | 1 0.01 31.40 FirstMedicare Direct smartHMO (HMO) | 1 0.01 31.41 Forever Blue Medicare PPO 770 (PPO) | 10 0.10 31.51 Forever Blue Medicare PPO Focus (PPO) | 2 0.02 31.53 Forever Blue Medicare PPO Value (PPO) | 18 0.18 31.71 Freedom Blue PPO Basic (PPO) | 34 0.34 32.05 Freedom Blue PPO Classic (PPO) | 28 0.28 32.33 Freedom Blue PPO Deluxe (PPO) | 34 0.34 32.67 Freedom Blue PPO Select (PPO) | 28 0.28 32.95 Freedom Blue PPO Standard (PPO) | 34 0.34 33.29 Freedom Blue PPO ValueRx (PPO) | 62 0.62 33.91 Gateway Health Medicare Assured Prime.. | 100 1.00 34.91 Gateway Health Medicare Assured Selec.. | 103 1.03 35.94 Geisinger Gold Classic Advantage (HMO) | 40 0.40 36.34 Geisinger Gold Classic Advantage Rx (.. | 40 0.40 36.74 Geisinger Gold Classic Complete Rx (H.. | 40 0.40 37.14 Geisinger Gold Preferred Advantage Rx.. | 40 0.40 37.54 Geisinger Gold Preferred Complete Rx .. | 40 0.40 37.94 Generations Classic (HMO) | 44 0.44 38.38 Generations Premier (HMO) | 44 0.44 38.82 Generations Select (HMO) | 44 0.44 39.26 Generations Value (HMO) | 44 0.44 39.70 Gold PPO with Part D (PPO) | 29 0.29 39.99 GoldValue with Part D (HMO-POS) | 41 0.41 40.40 Harvard Pilgrim Stride Value Rx (HMO) | 8 0.08 40.48 Harvard Pilgrim Stride Value Rx Plus .. | 8 0.08 40.56 Health Net Aqua (PPO) | 12 0.12 40.68 Health Net Ruby (HMO) | 9 0.09 40.77 Health Net Violet Option 1 (PPO) | 12 0.12 40.89 Health Net Violet Option 2 (PPO) | 12 0.12 41.01 Health Net Violet Option 3 (PPO) | 2 0.02 41.03 Health Partners Medicare Basic (HMO) | 5 0.05 41.08 Health Partners Medicare Prime (HMO) | 8 0.08 41.16 Health Partners Medicare Value (HMO) | 8 0.08 41.24 HealthTeam Advantage Plan I (PPO) | 4 0.04 41.28 HealthTeam Advantage Plan II (PPO) | 4 0.04 41.32 Healthfirst 65 Plus Plan (HMO) | 6 0.06 41.38 Healthfirst Coordinated Benefits Plan.. | 6 0.06 41.44 Healthfirst Increased Benefits Plan (.. | 6 0.06 41.50 Healthfirst Mount Sinai Select (HMO) | 1 0.01 41.51 Horizon Medicare Blue (PPO) | 1 0.01 41.52 Horizon Medicare Blue Choice w/Rx (HMO) | 14 0.14 41.66 Horizon Medicare Blue Patient-Centere.. | 20 0.20 41.86 Horizon Medicare Blue Value (HMO) | 7 0.07 41.93 Horizon Medicare Blue Value w/ Rx (HMO) | 7 0.07 42.00 Humana Gold Choice H2944-004 (PFFS) | 18 0.18 42.18 Humana Gold Choice H2944-013 (PFFS) | 9 0.09 42.27 Humana Gold Choice H2944-197 (PFFS) | 15 0.15 42.42 Humana Gold Choice H8145-032 (PFFS) | 39 0.39 42.81 Humana Gold Choice H8145-052 (PFFS) | 32 0.32 43.13 Humana Gold Choice H8145-053 (PFFS) | 18 0.18 43.31 Humana Gold Choice H8145-055 (PFFS) | 32 0.32 43.63 Humana Gold Choice H8145-063 (PFFS) | 18 0.18 43.81 Humana Gold Choice H8145-089 (PFFS) | 1 0.01 43.82 Humana Gold Choice H8145-093 (PFFS) | 3 0.03 43.85 Humana Gold Choice H8145-120 (PFFS) | 25 0.25 44.10 Humana Gold Choice H8145-122 (PFFS) | 19 0.19 44.29 Humana Gold Choice H8145-123 (PFFS) | 15 0.15 44.44 Humana Gold Plus H0028-008 (HMO) | 8 0.08 44.52 Humana Gold Plus H1036-137 (HMO) | 10 0.10 44.62 Humana Gold Plus H1036-138 (HMO) | 11 0.11 44.73 Humana Gold Plus H1036-153 (HMO) | 3 0.03 44.76 Humana Gold Plus H1036-219 (HMO) | 2 0.02 44.78 Humana Gold Plus H1036-233 (HMO) | 1 0.01 44.79 Humana Gold Plus H2012-021 (HMO) | 7 0.07 44.86 Humana Gold Plus H2649-029 (HMO) | 6 0.06 44.92 Humana Gold Plus H2949-012 (HMO) | 2 0.02 44.94 Humana Gold Plus H3533-001 (HMO) | 3 0.03 44.97 Humana Gold Plus H3533-006 (HMO) | 6 0.06 45.03 Humana Gold Plus H3533-010 (HMO) | 2 0.02 45.05 Humana Gold Plus H3533-013 (HMO) | 9 0.09 45.14 Humana Gold Plus H3533-020 (HMO) | 4 0.04 45.18 Humana Gold Plus H3533-021 (HMO) | 5 0.05 45.23 Humana Gold Plus H4007-012 (HMO) | 78 0.78 46.01 Humana Gold Plus H4007-013 (HMO) | 78 0.78 46.79 Humana Gold Plus H4145-001 (HMO) | 3 0.03 46.82 Humana Gold Plus H4145-002 (HMO) | 2 0.02 46.84 Humana Gold Plus H5619-040 (HMO) | 6 0.06 46.90 Humana Gold Plus H6622-011 (HMO) | 6 0.06 46.96 Humana Gold Plus H6622-012 (HMO) | 4 0.04 47.00 Humana Gold Plus H6622-013 (HMO) | 5 0.05 47.05 Humana Gold Plus H6622-014 (HMO) | 7 0.07 47.12 Humana Gold Plus H6622-016 (HMO) | 6 0.06 47.18 Humana Gold Plus H6622-019 (HMO) | 16 0.16 47.34 Humana Gold Plus H6622-020 (HMO) | 16 0.16 47.50 Humana Gold Plus H6622-021 (HMO) | 4 0.04 47.54 Humana Gold Plus H6622-022 (HMO) | 1 0.01 47.55 Humana Gold Plus H6859-001 (HMO) | 7 0.07 47.62 Humana Gold Plus H6859-003 (HMO) | 5 0.05 47.67 Humana Gold Plus H6859-004 (HMO) | 5 0.05 47.72 HumanaChoice H5525-005 (PPO) | 5 0.05 47.77 HumanaChoice H5525-006 (PPO) | 12 0.12 47.89 HumanaChoice H5525-007 (PPO) | 22 0.22 48.11 HumanaChoice H5525-017 (PPO) | 5 0.05 48.16 HumanaChoice H5525-026 (PPO) | 13 0.13 48.29 HumanaChoice H5525-030 (PPO) | 86 0.86 49.15 HumanaChoice H5970-001 (PPO) | 12 0.12 49.27 HumanaChoice H5970-008 (PPO) | 7 0.07 49.34 HumanaChoice H5970-014 (PPO) | 8 0.08 49.42 HumanaChoice H6609-003 (PPO) | 7 0.07 49.49 HumanaChoice H6609-004 (PPO) | 16 0.16 49.65 HumanaChoice H6609-009 (PPO) | 1 0.01 49.66 HumanaChoice H6609-012 (PPO) | 12 0.12 49.78 HumanaChoice H6609-013 (PPO) | 3 0.03 49.81 HumanaChoice H6609-017 (PPO) | 9 0.09 49.90 HumanaChoice H6609-073 (PPO) | 9 0.09 49.99 HumanaChoice H6609-081 (PPO) | 15 0.15 50.14 HumanaChoice H6609-082 (PPO) | 6 0.06 50.20 HumanaChoice H6609-083 (PPO) | 8 0.08 50.28 HumanaChoice H6609-084 (PPO) | 11 0.11 50.39 HumanaChoice H6609-085 (PPO) | 13 0.13 50.52 HumanaChoice H6609-111 (PPO) | 20 0.20 50.72 HumanaChoice H6609-115 (PPO) | 20 0.20 50.92 HumanaChoice H6609-121 (PPO) | 34 0.34 51.26 HumanaChoice H6609-126 (PPO) | 34 0.34 51.60 HumanaChoice H6609-129 (PPO) | 1 0.01 51.61 HumanaChoice H6609-130 (PPO) | 1 0.01 51.62 HumanaChoice H6609-131 (PPO) | 1 0.01 51.63 HumanaChoice H6609-132 (PPO) | 1 0.01 51.64 HumanaChoice H6609-143 (PPO) | 9 0.09 51.73 HumanaChoice H6609-149 (PPO) | 3 0.03 51.76 HumanaChoice H6609-152 (PPO) | 48 0.48 52.24 HumanaChoice R5826-002 (Regional PPO) | 67 0.67 52.91 HumanaChoice R5826-007 (Regional PPO) | 88 0.88 53.79 HumanaChoice R5826-013 (Regional PPO) | 77 0.77 54.56 HumanaChoice R5826-021 (Regional PPO) | 88 0.88 55.44 HumanaChoice R5826-062 (Regional PPO) | 67 0.67 56.11 HumanaChoice R5826-063 (Regional PPO) | 100 1.00 57.11 HumanaChoice R5826-069 (Regional PPO) | 77 0.77 57.88 HumanaChoice R5826-079 (Regional PPO) | 100 1.00 58.88 HumanaChoice Value H2029-001 (PPO) | 78 0.78 59.66 Independent Health Encompass 65 (HMO) | 8 0.08 59.74 Independent Health Encompass 65 Basic.. | 8 0.08 59.82 Independent Health Medicare Passport .. | 8 0.08 59.90 Independent Health's Encompass 65 Cor.. | 8 0.08 59.98 Kaiser Permanente Senior Advantage (H.. | 9 0.09 60.07 Kaiser Permanente Senior Advantage Ba.. | 9 0.09 60.16 Keystone 65 Focus Rx (HMO) | 5 0.05 60.21 Keystone 65 Preferred Medical Only (H.. | 5 0.05 60.26 Keystone 65 Preferred Rx (HMO) | 5 0.05 60.31 Keystone 65 Select Medical Only (HMO) | 5 0.05 60.36 Keystone 65 Select Rx (HMO) | 5 0.05 60.41 Liberty Health Advantage Preferred Ch.. | 6 0.06 60.47 MCS Classicare Essential (HMO-POS) | 78 0.78 61.25 MCS Classicare InteliCare (HMO) | 78 0.78 62.03 MCS Classicare MediCa$h (HMO) | 78 0.78 62.81 MCS Classicare MediOnlyNoRx (HMO) | 78 0.78 63.59 MMM - Elite Excel (HMO-POS) | 78 0.78 64.37 MMM - Elite Ultra (HMO-POS) | 78 0.78 65.15 MMM - Unico (HMO) | 78 0.78 65.93 Martin's Point Generations Advantage .. | 2 0.02 65.95 Martin's Point Generations Advantage .. | 2 0.02 65.97 MedMutual Advantage Choice (HMO) | 80 0.80 66.77 MedMutual Advantage Classic (HMO) | 80 0.80 67.57 MedMutual Advantage Enhanced (HMO) | 31 0.31 67.88 MedMutual Advantage Preferred (PPO) | 80 0.80 68.68 MedMutual Advantage Premium (PPO) | 80 0.80 69.48 MedMutual Advantage Select (PPO) | 80 0.80 70.28 MedMutual Advantage Standard (HMO) | 31 0.31 70.59 MedMutual Advantage Value (HMO) | 31 0.31 70.90 MediGold Classic Preferred (HMO) | 17 0.17 71.07 MediGold Essential Care (HMO) | 17 0.17 71.24 MediGold Flexible Choice (PPO) | 13 0.13 71.37 MediGold Medical Only (HMO) | 31 0.31 71.68 MediGold Southeast OH Classic Preferr.. | 8 0.08 71.76 MediGold Southeast OH Essential Care .. | 8 0.08 71.84 MediGold Southwest OH Classic Preferr.. | 6 0.06 71.90 MediGold Southwest OH Essential Care .. | 6 0.06 71.96 Medica Prime Solution Basic w/Rx (Cost) | 46 0.46 72.42 Medica Prime Solution Basic w/Rx 2 (C.. | 46 0.46 72.88 Medica Prime Solution Enhanced w/Rx (.. | 46 0.46 73.34 Medica Prime Solution Enhanced w/Rx 2.. | 46 0.46 73.80 Medica Prime Solution Thrift w/Rx (Co.. | 46 0.46 74.26 Medica Prime Solution Value w/Rx (Cost) | 46 0.46 74.72 Medica Prime Solution Value w/Rx 2 (C.. | 46 0.46 75.18 Medicare Bassett (HMO-POS) | 3 0.03 75.21 Medicare Blue Choice Optimum (HMO-POS) | 6 0.06 75.27 Medicare Blue Choice Platinum (HMO-POS) | 6 0.06 75.33 Medicare Blue Choice Select (HMO-POS) | 6 0.06 75.39 Medicare Blue Choice Value (HMO) | 6 0.06 75.45 Medicare Blue Choice Value Plus (HMO) | 6 0.06 75.51 Medicare BlueBasic (PPO) | 25 0.25 75.76 Medicare BlueClassic (PPO) | 17 0.17 75.93 Medicare BlueEnhanced (PPO) | 17 0.17 76.10 Medicare BlueEssential (PPO) | 17 0.17 76.27 Medicare BluePlus (PPO) | 8 0.08 76.35 Medicare BlueSecure (PPO) | 17 0.17 76.52 Meridian Easy (HMO) | 1 0.01 76.53 Meridian Elite (HMO) | 1 0.01 76.54 Meridian Essential (HMO) | 1 0.01 76.55 MetroPlus Platinum (HMO) | 4 0.04 76.59 Moda Health HMO (HMO-POS) | 12 0.12 76.71 Moda Health PPO (PPO) | 36 0.36 77.07 Moda Health PPORX (PPO) | 36 0.36 77.43 Olympus - Constellation Health (PPO) | 16 0.16 77.59 Orion - Constellation Health (HMO) | 16 0.16 77.75 PMC - Max Extra (HMO) | 78 0.78 78.53 PacificSource Medicare Essentials 2 (.. | 10 0.10 78.63 PacificSource Medicare Essentials Cho.. | 10 0.10 78.73 PacificSource Medicare Essentials Rx .. | 3 0.03 78.76 PacificSource Medicare Essentials Rx .. | 10 0.10 78.86 PacificSource Medicare Essentials Rx .. | 10 0.10 78.96 PacificSource Medicare Explorer 8 (PPO) | 3 0.03 78.99 PacificSource Medicare Explorer Rx 4 .. | 1 0.01 79.00 PacificSource Medicare Explorer Rx 7 .. | 2 0.02 79.02 PacificSource Medicare MyCare Rx 22 (.. | 3 0.03 79.05 Paramount Elite - Enhanced Medical On.. | 14 0.14 79.19 Paramount Elite - Enhanced Medical an.. | 14 0.14 79.33 Paramount Elite - Standard Medical an.. | 14 0.14 79.47 Personal Choice 65 Medical Only (PPO) | 2 0.02 79.49 Personal Choice 65 Rx (PPO) | 5 0.05 79.54 Preferred Gold with Part D (HMO-POS) | 23 0.23 79.77 Preferred Gold without Part D (HMO-POS) | 35 0.35 80.12 Premier Health Advantage (HMO) | 16 0.16 80.28 Presbyterian MediCare PPO Plan 1 (PPO) | 33 0.33 80.61 Presbyterian MediCare PPO Plan 2 with.. | 33 0.33 80.94 Presbyterian MediCare PPO Plan 3 with.. | 33 0.33 81.27 Presbyterian Senior Care Plan 1 (HMO) | 8 0.08 81.35 Presbyterian Senior Care Plan 2 with .. | 8 0.08 81.43 Presbyterian Senior Care Plan 3 with .. | 8 0.08 81.51 PrimeTime Health Plan Aultimate (HMO-.. | 12 0.12 81.63 PrimeTime Health Plan Basic - MA Only.. | 12 0.12 81.75 PrimeTime Health Plan Classic (HMO-POS) | 12 0.12 81.87 PrimeTime Health Plan Plus (HMO-POS) | 12 0.12 81.99 Prominence Plus (HMO) | 1 0.01 82.00 Prominence Prime (HMO) | 5 0.05 82.05 Prominence Value (HMO) | 4 0.04 82.09 Providence Medicare Choice (HMO-POS) | 8 0.08 82.17 Providence Medicare Choice + RX (HMO-.. | 8 0.08 82.25 Providence Medicare Compass + RX (HMO.. | 5 0.05 82.30 Providence Medicare Extra (HMO) | 8 0.08 82.38 Providence Medicare Extra + RX (HMO) | 8 0.08 82.46 Providence Medicare Latitude + RX (HM.. | 5 0.05 82.51 Providence Medicare Prime + RX (HMO-P.. | 3 0.03 82.54 Provider Partners Pennsylvania Advant.. | 1 0.01 82.55 Regence BlueAdvantage HMO (HMO) | 5 0.05 82.60 Regence MedAdvantage + Rx Classic (PPO) | 15 0.15 82.75 Regence MedAdvantage + Rx Enhanced (P.. | 15 0.15 82.90 Regence MedAdvantage Basic (PPO) | 15 0.15 83.05 Reid Health Alliance Medicare HMO Rx .. | 2 0.02 83.07 Reid Health Alliance Medicare HMO Rx .. | 2 0.02 83.09 Royal (HMO) | 78 0.78 83.87 Royal Plus (HMO-POS) | 78 0.78 84.65 Samaritan Advantage Conventional Plan.. | 3 0.03 84.68 Samaritan Advantage Premier Plan (HMO) | 3 0.03 84.71 Samaritan Advantage Premier Plan Plus.. | 3 0.03 84.74 Sanford Heart of America Health Plan .. | 10 0.10 84.84 Security Blue HMO Basic (HMO) | 27 0.27 85.11 Security Blue HMO Deluxe (HMO) | 27 0.27 85.38 Security Blue HMO Standard (HMO) | 27 0.27 85.65 Security Blue HMO ValueRx (HMO) | 27 0.27 85.92 Senior Care Plus: Freedom Basic Plan .. | 5 0.05 85.97 Senior Care Plus: Freedom Rx Enhanced.. | 5 0.05 86.02 Senior Care Plus: Freedom Rx Plan (PPO) | 5 0.05 86.07 Senior Care Plus: Freedom Rx Select P.. | 5 0.05 86.12 Senior Care Plus: Value Basic Plan (H.. | 1 0.01 86.13 Senior Care Plus: Value Rx Enhanced P.. | 1 0.01 86.14 Senior Care Plus: Value Rx Plan (HMO) | 1 0.01 86.15 Senior Care Plus: Value Rx Select (HMO) | 1 0.01 86.16 Senior Dimensions Greater Nevada (HMO) | 4 0.04 86.20 Senior Dimensions Southern Nevada (HMO) | 2 0.02 86.22 Senior Health Plan Platinum (HMO) | 6 0.06 86.28 Senior Health Plan Platinum Plus (HMO) | 6 0.06 86.34 Senior Health Plan Silver (HMO) | 6 0.06 86.40 Senior Health Plan Silver Plus (HMO) | 6 0.06 86.46 SmartFund (MSA) | 55 0.55 87.01 SummaCare Medicare Emerald (HMO-POS) | 15 0.15 87.16 SummaCare Medicare Ruby (HMO) | 28 0.28 87.44 SummaCare Medicare Sapphire (HMO-POS) | 41 0.41 87.85 SummaCare Medicare Topaz (HMO) | 14 0.14 87.99 The Health Plan SecureCare - Option I.. | 28 0.28 88.27 The Health Plan SecureCare - Option I.. | 28 0.28 88.55 The Health Plan SecureCare - Option I.. | 20 0.20 88.75 The Health Plan SecureChoice - Option.. | 28 0.28 89.03 Today's Options Advantage 300 (PPO) | 22 0.22 89.25 Today's Options Advantage Plus 150A (.. | 47 0.47 89.72 Today's Options Advantage Plus 450A (.. | 6 0.06 89.78 Today's Options Advantage Plus 550B (.. | 47 0.47 90.25 Today's Options Advantage Plus 750B (.. | 6 0.06 90.31 Today's Options Premier 200 (PFFS) | 47 0.47 90.78 Today's Options Premier 300 (PFFS) | 47 0.47 91.25 Today's Options Premier Plus 250A (PF.. | 25 0.25 91.50 Today's Options Premier Plus 650B (PF.. | 25 0.25 91.75 Trillium Advantage Pioneer Rx (PPO) | 1 0.01 91.76 UPMC for Life (HMO) | 30 0.30 92.06 UPMC for Life HMO (HMO) | 6 0.06 92.12 UPMC for Life HMO Deductible with Rx .. | 36 0.36 92.48 UPMC for Life HMO Rx (HMO) | 36 0.36 92.84 UPMC for Life HMO Rx Enhanced (HMO) | 30 0.30 93.14 UPMC for Life PPO High Deductible wit.. | 28 0.28 93.42 UPMC for Life PPO Rx Enhanced (PPO) | 28 0.28 93.70 UnitedHealthcare MedicareComplete Cho.. | 1 0.01 93.71 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 94.33 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 94.95 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 95.57 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 96.19 UnitedHealthcare MedicareDirect Essen.. | 40 0.40 96.59 UnitedHealthcare MedicareDirect Rx (P.. | 36 0.36 96.95 Univera SeniorChoice Basic (HMO) | 8 0.08 97.03 Univera SeniorChoice Secure (HMO-POS) | 8 0.08 97.11 Univera SeniorChoice Select (HMO-POS) | 8 0.08 97.19 Univera SeniorChoice Value (HMO) | 8 0.08 97.27 Univera SeniorChoice Value Plus (HMO) | 8 0.08 97.35 VNSNY CHOICE Medicare Classic (HMO) | 12 0.12 97.47 Vibra Health Plan Enhanced Coverage (.. | 17 0.17 97.64 Vibra Health Plan Essential Coverage .. | 17 0.17 97.81 WellCare Advance (HMO) | 15 0.15 97.96 WellCare Choice (HMO) | 2 0.02 97.98 WellCare Choice (HMO-POS) | 5 0.05 98.03 WellCare Essential (HMO) | 4 0.04 98.07 WellCare Preferred (HMO-POS) | 6 0.06 98.13 WellCare Rx (HMO) | 5 0.05 98.18 WellCare Value (HMO) | 14 0.14 98.32 WellSelect with Part D (PPO) | 12 0.12 98.44 Óptimo (PPO) | 78 0.78 99.22 Óptimo Plus (PPO) | 78 0.78 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of typeofmedicarehealthplan variable in man_to_w2017 dataset : Type of | Medicare | Health Plan | Freq. Percent Cum. ---------------+----------------------------------- | 1 0.01 0.01 Cost | 322 3.22 3.23 Cost * | 10 0.10 3.33 Local HMO | 4,136 41.36 44.69 Local HMO * | 869 8.69 53.38 Local PPO | 2,527 25.27 78.65 Local PPO * | 321 3.21 81.86 MSA * | 55 0.55 82.41 PFFS | 258 2.58 84.99 PFFS * | 206 2.06 87.05 Regional PPO | 813 8.13 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_w2017 dataset : Monthly | Consolidate | d Premium | (Includes | Part C + D) | Freq. Percent Cum. ------------+----------------------------------- 0 | 3,305 33.05 33.05 7 | 5 0.05 33.10 10 | 21 0.21 33.31 12 | 3 0.03 33.34 15 | 1 0.01 33.35 15.6 | 5 0.05 33.40 16 | 95 0.95 34.35 17 | 88 0.88 35.23 17.9 | 6 0.06 35.29 19 | 27 0.27 35.56 21 | 1 0.01 35.57 22 | 30 0.30 35.87 23 | 54 0.54 36.41 23.3 | 9 0.09 36.50 24 | 43 0.43 36.93 24.1 | 5 0.05 36.98 25 | 3 0.03 37.01 26 | 37 0.37 37.38 26.9 | 10 0.10 37.48 27 | 21 0.21 37.69 28 | 12 0.12 37.81 28.4 | 3 0.03 37.84 28.5 | 1 0.01 37.85 29 | 159 1.59 39.44 30 | 139 1.39 40.83 31 | 12 0.12 40.95 32 | 47 0.47 41.42 32.3 | 14 0.14 41.56 33 | 6 0.06 41.62 34 | 27 0.27 41.89 34.6 | 68 0.68 42.57 34.8 | 7 0.07 42.64 35 | 23 0.23 42.87 35.2 | 4 0.04 42.91 35.4 | 1 0.01 42.92 36 | 129 1.29 44.21 37 | 80 0.80 45.01 38.4 | 9 0.09 45.10 39 | 132 1.32 46.42 39.4 | 8 0.08 46.50 40 | 63 0.63 47.13 40.9 | 5 0.05 47.18 41 | 82 0.82 48.00 42 | 43 0.43 48.43 42.2 | 23 0.23 48.66 43 | 95 0.95 49.61 44 | 36 0.36 49.97 45 | 92 0.92 50.89 46 | 54 0.54 51.43 47 | 65 0.65 52.08 48 | 24 0.24 52.32 49 | 30 0.30 52.62 49.5 | 17 0.17 52.79 49.9 | 1 0.01 52.80 50 | 94 0.94 53.74 51 | 3 0.03 53.77 52 | 47 0.47 54.24 53 | 57 0.57 54.81 54 | 24 0.24 55.05 55 | 41 0.41 55.46 56 | 9 0.09 55.55 57 | 19 0.19 55.74 57.6 | 14 0.14 55.88 58 | 11 0.11 55.99 59 | 90 0.90 56.89 59.1 | 12 0.12 57.01 60 | 114 1.14 58.15 61 | 46 0.46 58.61 61.5 | 16 0.16 58.77 62 | 10 0.10 58.87 63 | 12 0.12 58.99 64 | 2 0.02 59.01 64.5 | 16 0.16 59.17 65 | 44 0.44 59.61 66 | 98 0.98 60.59 67 | 97 0.97 61.56 69 | 148 1.48 63.04 70 | 21 0.21 63.25 71 | 2 0.02 63.27 72 | 3 0.03 63.30 73 | 20 0.20 63.50 73.2 | 46 0.46 63.96 74 | 23 0.23 64.19 75 | 80 0.80 64.99 75.2 | 6 0.06 65.05 75.8 | 49 0.49 65.54 76 | 29 0.29 65.83 77 | 40 0.40 66.23 77.6 | 11 0.11 66.34 78 | 7 0.07 66.41 78.5 | 17 0.17 66.58 79 | 39 0.39 66.97 80 | 30 0.30 67.27 81 | 119 1.19 68.46 82 | 9 0.09 68.55 83 | 49 0.49 69.04 84 | 34 0.34 69.38 85 | 53 0.53 69.91 86 | 119 1.19 71.10 87 | 33 0.33 71.43 88 | 9 0.09 71.52 89 | 53 0.53 72.05 90 | 36 0.36 72.41 92 | 113 1.13 73.54 93 | 64 0.64 74.18 94 | 90 0.90 75.08 95 | 40 0.40 75.48 95.6 | 5 0.05 75.53 96 | 95 0.95 76.48 96.1 | 7 0.07 76.55 97 | 157 1.57 78.12 98 | 40 0.40 78.52 98.8 | 29 0.29 78.81 99 | 27 0.27 79.08 99.9 | 12 0.12 79.20 101 | 11 0.11 79.31 101.4 | 46 0.46 79.77 102 | 3 0.03 79.80 103 | 8 0.08 79.88 105 | 4 0.04 79.92 106 | 33 0.33 80.25 107 | 9 0.09 80.34 108 | 9 0.09 80.43 109 | 129 1.29 81.72 110 | 23 0.23 81.95 111 | 8 0.08 82.03 111.3 | 44 0.44 82.47 112 | 1 0.01 82.48 113 | 7 0.07 82.55 113.2 | 46 0.46 83.01 116 | 9 0.09 83.10 117 | 34 0.34 83.44 117.4 | 5 0.05 83.49 118 | 8 0.08 83.57 119 | 8 0.08 83.65 120 | 28 0.28 83.93 122 | 17 0.17 84.10 124 | 21 0.21 84.31 125 | 94 0.94 85.25 127 | 35 0.35 85.60 128 | 14 0.14 85.74 128.6 | 46 0.46 86.20 129 | 1 0.01 86.21 130 | 23 0.23 86.44 135 | 23 0.23 86.67 137 | 34 0.34 87.01 137.5 | 17 0.17 87.18 138 | 4 0.04 87.22 139 | 10 0.10 87.32 140 | 29 0.29 87.61 141.5 | 3 0.03 87.64 142 | 1 0.01 87.65 143 | 3 0.03 87.68 144 | 33 0.33 88.01 147 | 7 0.07 88.08 150 | 30 0.30 88.38 150.7 | 24 0.24 88.62 151 | 21 0.21 88.83 152 | 14 0.14 88.97 152.8 | 1 0.01 88.98 159 | 63 0.63 89.61 160 | 8 0.08 89.69 161 | 86 0.86 90.55 162 | 9 0.09 90.64 164 | 13 0.13 90.77 165 | 90 0.90 91.67 166 | 38 0.38 92.05 166.8 | 23 0.23 92.28 168 | 1 0.01 92.29 169 | 5 0.05 92.34 171 | 8 0.08 92.42 173 | 2 0.02 92.44 175 | 21 0.21 92.65 176 | 15 0.15 92.80 177 | 77 0.77 93.57 179 | 88 0.88 94.45 180 | 17 0.17 94.62 184 | 10 0.10 94.72 185 | 2 0.02 94.74 185.4 | 46 0.46 95.20 190 | 6 0.06 95.26 190.5 | 34 0.34 95.60 191.5 | 16 0.16 95.76 192 | 33 0.33 96.09 192.8 | 12 0.12 96.21 193 | 18 0.18 96.39 194 | 2 0.02 96.41 195.9 | 14 0.14 96.55 197 | 4 0.04 96.59 198 | 8 0.08 96.67 199 | 30 0.30 96.97 201 | 9 0.09 97.06 203 | 5 0.05 97.11 205 | 10 0.10 97.21 205.5 | 11 0.11 97.32 208.6 | 46 0.46 97.78 219 | 3 0.03 97.81 225 | 6 0.06 97.87 226.2 | 4 0.04 97.91 227 | 2 0.02 97.93 229 | 2 0.02 97.95 230 | 6 0.06 98.01 231.5 | 16 0.16 98.17 238 | 11 0.11 98.28 255 | 30 0.30 98.58 272.5 | 11 0.11 98.69 280 | 2 0.02 98.71 283.5 | 17 0.17 98.88 285 | 2 0.02 98.90 287 | 3 0.03 98.93 293.5 | 34 0.34 99.27 295 | 4 0.04 99.31 297 | 11 0.11 99.42 320 | 1 0.01 99.43 323 | 1 0.01 99.44 . | 56 0.56 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of annualdrugdeductible variable in man_to_w2017 dataset : Annual Drug | Deductible | Freq. Percent Cum. ------------+----------------------------------- 0 | 4,262 42.62 42.62 20 | 88 0.88 43.50 40 | 17 0.17 43.67 50 | 30 0.30 43.97 60 | 62 0.62 44.59 95 | 12 0.12 44.71 100 | 246 2.46 47.17 120 | 57 0.57 47.74 125 | 20 0.20 47.94 130 | 15 0.15 48.09 141 | 2 0.02 48.11 150 | 182 1.82 49.93 160 | 8 0.08 50.01 165 | 15 0.15 50.16 170 | 110 1.10 51.26 175 | 90 0.90 52.16 180 | 9 0.09 52.25 185 | 7 0.07 52.32 195 | 242 2.42 54.74 198 | 3 0.03 54.77 200 | 417 4.17 58.94 210 | 47 0.47 59.41 220 | 20 0.20 59.61 225 | 37 0.37 59.98 230 | 18 0.18 60.16 235 | 1 0.01 60.17 240 | 30 0.30 60.47 245 | 98 0.98 61.45 250 | 420 4.20 65.65 255 | 10 0.10 65.75 260 | 24 0.24 65.99 270 | 12 0.12 66.11 275 | 12 0.12 66.23 280 | 21 0.21 66.44 290 | 156 1.56 68.00 295 | 85 0.85 68.85 300 | 85 0.85 69.70 315 | 46 0.46 70.16 320 | 17 0.17 70.33 325 | 104 1.04 71.37 330 | 26 0.26 71.63 340 | 89 0.89 72.52 350 | 44 0.44 72.96 360 | 207 2.07 75.03 370 | 7 0.07 75.10 399 | 59 0.59 75.69 400 | 487 4.87 80.56 . | 1,944 19.44 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of drugbenefittype variable in man_to_w2017 dataset : Drug | Benefit | Type | Freq. Percent Cum. ------------+----------------------------------- | 1,944 19.44 19.44 Basic | 1,247 12.47 31.91 Enhanced | 6,809 68.09 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of additionalcoverageofferedin variable in man_to_w2017 dataset : Additional | Coverage | Offered in | the Gap | Freq. Percent Cum. ------------+----------------------------------- | 1,944 19.44 19.44 No | 3,746 37.46 56.90 Yes | 4,310 43.10 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of drugbenefittypedetail variable in man_to_w2017 dataset : Drug | Benefit | Type Detail | Freq. Percent Cum. ------------+----------------------------------- | 1,944 19.44 19.44 AE | 46 0.46 19.90 BA | 1,092 10.92 30.82 DS | 109 1.09 31.91 EA | 6,809 68.09 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of contractid variable in man_to_w2017 dataset : Contract ID | Freq. Percent Cum. ------------+----------------------------------- | 1 0.01 0.01 H0028 | 8 0.08 0.09 H0423 | 4 0.04 0.13 H0609 | 1 0.01 0.14 H0755 | 50 0.50 0.64 H0913 | 4 0.04 0.68 H1036 | 27 0.27 0.95 H1189 | 3 0.03 0.98 H1365 | 2 0.02 1.00 H1463 | 4 0.04 1.04 H1537 | 1 0.01 1.05 H1608 | 37 0.37 1.42 H1846 | 13 0.13 1.55 H1944 | 71 0.71 2.26 H2012 | 7 0.07 2.33 H2029 | 78 0.78 3.11 H2228 | 42 0.42 3.53 H2450 | 322 3.22 6.75 H2649 | 6 0.06 6.81 H2663 | 8 0.08 6.89 H2773 | 6 0.06 6.95 H2775 | 128 1.28 8.23 H2802 | 9 0.09 8.32 H2816 | 144 1.44 9.76 H2906 | 20 0.20 9.96 H2931 | 6 0.06 10.02 H2944 | 42 0.42 10.44 H2949 | 2 0.02 10.46 H2960 | 4 0.04 10.50 H3152 | 54 0.54 11.04 H3154 | 48 0.48 11.52 H3170 | 12 0.12 11.64 H3204 | 24 0.24 11.88 H3206 | 99 0.99 12.87 H3233 | 16 0.16 13.03 H3251 | 28 0.28 13.31 H3305 | 99 0.99 14.30 H3307 | 31 0.31 14.61 H3312 | 17 0.17 14.78 H3328 | 152 1.52 16.30 H3330 | 30 0.30 16.60 H3335 | 101 1.01 17.61 H3337 | 6 0.06 17.67 H3342 | 5 0.05 17.72 H3344 | 8 0.08 17.80 H3347 | 8 0.08 17.88 H3351 | 73 0.73 18.61 H3359 | 19 0.19 18.80 H3361 | 47 0.47 19.27 H3362 | 24 0.24 19.51 H3370 | 17 0.17 19.68 H3379 | 10 0.10 19.78 H3384 | 44 0.44 20.22 H3388 | 84 0.84 21.06 H3404 | 60 0.60 21.66 H3449 | 213 2.13 23.79 H3503 | 10 0.10 23.89 H3533 | 29 0.29 24.18 H3536 | 11 0.11 24.29 H3653 | 42 0.42 24.71 H3655 | 62 0.62 25.33 H3660 | 98 0.98 26.31 H3664 | 48 0.48 26.79 H3668 | 93 0.93 27.72 H3672 | 76 0.76 28.48 H3706 | 176 1.76 30.24 H3749 | 19 0.19 30.43 H3755 | 24 0.24 30.67 H3765 | 2 0.02 30.69 H3805 | 18 0.18 30.87 H3810 | 6 0.06 30.93 H3811 | 9 0.09 31.02 H3813 | 72 0.72 31.74 H3817 | 45 0.45 32.19 H3818 | 4 0.04 32.23 H3822 | 8 0.08 32.31 H3864 | 46 0.46 32.77 H3907 | 138 1.38 34.15 H3909 | 7 0.07 34.22 H3916 | 220 2.20 36.42 H3923 | 42 0.42 36.84 H3924 | 80 0.80 37.64 H3931 | 78 0.78 38.42 H3952 | 25 0.25 38.67 H3954 | 120 1.20 39.87 H3957 | 180 1.80 41.67 H3959 | 182 1.82 43.49 H3962 | 48 0.48 43.97 H3979 | 16 0.16 44.13 H4003 | 234 2.34 46.47 H4004 | 78 0.78 47.25 H4005 | 156 1.56 48.81 H4007 | 156 1.56 50.37 H4036 | 47 0.47 50.84 H4093 | 1 0.01 50.85 H4145 | 5 0.05 50.90 H4198 | 9 0.09 50.99 H4346 | 3 0.03 51.02 H4497 | 240 2.40 53.42 H4754 | 6 0.06 53.48 H4876 | 16 0.16 53.64 H4922 | 7 0.07 53.71 H5141 | 24 0.24 53.95 H5253 | 232 2.32 56.27 H5322 | 3 0.03 56.30 H5435 | 76 0.76 57.06 H5475 | 3 0.03 57.09 H5520 | 38 0.38 57.47 H5521 | 262 2.62 60.09 H5522 | 168 1.68 61.77 H5525 | 143 1.43 63.20 H5526 | 38 0.38 63.58 H5533 | 56 0.56 64.14 H5549 | 12 0.12 64.26 H5577 | 312 3.12 67.38 H5591 | 2 0.02 67.40 H5613 | 55 0.55 67.95 H5619 | 6 0.06 68.01 H5652 | 12 0.12 68.13 H5746 | 5 0.05 68.18 H5774 | 234 2.34 70.52 H5859 | 7 0.07 70.59 H5932 | 3 0.03 70.62 H5945 | 10 0.10 70.72 H5970 | 27 0.27 70.99 H5991 | 20 0.20 71.19 H6237 | 5 0.05 71.24 H6298 | 93 0.93 72.17 H6306 | 22 0.22 72.39 H6396 | 42 0.42 72.81 H6609 | 282 2.82 75.63 H6622 | 65 0.65 76.28 H6723 | 160 1.60 77.88 H6743 | 20 0.20 78.08 H6750 | 16 0.16 78.24 H6801 | 14 0.14 78.38 H6815 | 9 0.09 78.47 H6859 | 17 0.17 78.64 H6951 | 1 0.01 78.65 H6988 | 8 0.08 78.73 H7006 | 4 0.04 78.77 H7149 | 18 0.18 78.95 H7522 | 78 0.78 79.73 H7728 | 5 0.05 79.78 H7971 | 1 0.01 79.79 H8064 | 7 0.07 79.86 H8145 | 202 2.02 81.88 H8266 | 48 0.48 82.36 H8506 | 12 0.12 82.48 H8604 | 28 0.28 82.76 H8634 | 29 0.29 83.05 H9003 | 18 0.18 83.23 H9047 | 45 0.45 83.68 H9190 | 200 2.00 85.68 H9207 | 21 0.21 85.89 H9208 | 4 0.04 85.93 H9408 | 34 0.34 86.27 H9615 | 70 0.70 86.97 H9808 | 8 0.08 87.05 R5329 | 10 0.10 87.15 R5342 | 248 2.48 89.63 R5826 | 664 6.64 96.27 R5941 | 176 1.76 98.03 R6694 | 197 1.97 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of planid variable in man_to_w2017 dataset : Plan ID | Freq. Percent Cum. ------------+----------------------------------- | 1 0.01 0.01 001 | 1,185 11.85 11.86 002 | 736 7.36 19.22 003 | 450 4.50 23.72 004 | 318 3.18 26.90 005 | 505 5.05 31.95 006 | 287 2.87 34.82 007 | 291 2.91 37.73 008 | 188 1.88 39.61 009 | 83 0.83 40.44 010 | 113 1.13 41.57 011 | 103 1.03 42.60 012 | 368 3.68 46.28 013 | 449 4.49 50.77 014 | 255 2.55 53.32 015 | 95 0.95 54.27 016 | 176 1.76 56.03 017 | 195 1.95 57.98 018 | 163 1.63 59.61 019 | 253 2.53 62.14 020 | 197 1.97 64.11 021 | 194 1.94 66.05 022 | 125 1.25 67.30 023 | 203 2.03 69.33 024 | 93 0.93 70.26 025 | 40 0.40 70.66 026 | 26 0.26 70.92 027 | 100 1.00 71.92 028 | 21 0.21 72.13 029 | 72 0.72 72.85 030 | 89 0.89 73.74 031 | 14 0.14 73.88 032 | 122 1.22 75.10 033 | 50 0.50 75.60 034 | 112 1.12 76.72 035 | 26 0.26 76.98 036 | 24 0.24 77.22 037 | 112 1.12 78.34 038 | 82 0.82 79.16 039 | 77 0.77 79.93 040 | 75 0.75 80.68 041 | 69 0.69 81.37 042 | 1 0.01 81.38 043 | 16 0.16 81.54 044 | 29 0.29 81.83 045 | 27 0.27 82.10 046 | 2 0.02 82.12 047 | 15 0.15 82.27 048 | 44 0.44 82.71 049 | 15 0.15 82.86 050 | 25 0.25 83.11 051 | 16 0.16 83.27 052 | 42 0.42 83.69 053 | 52 0.52 84.21 054 | 16 0.16 84.37 055 | 36 0.36 84.73 056 | 80 0.80 85.53 057 | 2 0.02 85.55 058 | 8 0.08 85.63 059 | 65 0.65 86.28 060 | 42 0.42 86.70 062 | 80 0.80 87.50 063 | 126 1.26 88.76 064 | 4 0.04 88.80 065 | 1 0.01 88.81 069 | 77 0.77 89.58 070 | 10 0.10 89.68 073 | 9 0.09 89.77 076 | 5 0.05 89.82 077 | 10 0.10 89.92 079 | 117 1.17 91.09 080 | 27 0.27 91.36 081 | 48 0.48 91.84 082 | 34 0.34 92.18 083 | 30 0.30 92.48 084 | 11 0.11 92.59 085 | 13 0.13 92.72 087 | 8 0.08 92.80 088 | 30 0.30 93.10 089 | 29 0.29 93.39 090 | 2 0.02 93.41 091 | 2 0.02 93.43 093 | 3 0.03 93.46 094 | 1 0.01 93.47 095 | 22 0.22 93.69 098 | 1 0.01 93.70 099 | 16 0.16 93.86 100 | 6 0.06 93.92 105 | 3 0.03 93.95 106 | 5 0.05 94.00 107 | 11 0.11 94.11 108 | 7 0.07 94.18 109 | 8 0.08 94.26 110 | 9 0.09 94.35 111 | 21 0.21 94.56 112 | 12 0.12 94.68 113 | 1 0.01 94.69 115 | 21 0.21 94.90 117 | 1 0.01 94.91 118 | 16 0.16 95.07 119 | 10 0.10 95.17 120 | 34 0.34 95.51 121 | 37 0.37 95.88 122 | 82 0.82 96.70 123 | 18 0.18 96.88 124 | 7 0.07 96.95 126 | 34 0.34 97.29 129 | 1 0.01 97.30 130 | 7 0.07 97.37 131 | 1 0.01 97.38 132 | 2 0.02 97.40 133 | 1 0.01 97.41 134 | 29 0.29 97.70 135 | 6 0.06 97.76 137 | 10 0.10 97.86 138 | 11 0.11 97.97 139 | 2 0.02 97.99 143 | 9 0.09 98.08 149 | 3 0.03 98.11 152 | 48 0.48 98.59 153 | 3 0.03 98.62 156 | 40 0.40 99.02 157 | 40 0.40 99.42 158 | 40 0.40 99.82 197 | 15 0.15 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_w2017 dataset : Segment ID | Freq. Percent Cum. ------------+----------------------------------- . | 1 0.01 0.01 0 | 8,952 89.52 89.53 1 | 424 4.24 93.77 2 | 453 4.53 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_w2017 dataset : In-network | MOOP Amount | ** | Freq. Percent Cum. ------------+----------------------------------- 2500 | 49 0.49 0.49 2800 | 5 0.05 0.54 2900 | 45 0.45 0.99 3000 | 398 3.98 4.97 3100 | 4 0.04 5.01 3200 | 8 0.08 5.09 3250 | 312 3.12 8.21 3300 | 44 0.44 8.65 3400 | 1,071 10.71 19.36 3400.01 | 16 0.16 19.52 3401 | 33 0.33 19.85 3500 | 237 2.37 22.22 3600 | 165 1.65 23.87 3700 | 111 1.11 24.98 3750 | 9 0.09 25.07 3800 | 14 0.14 25.21 3900 | 178 1.78 26.99 3950 | 115 1.15 28.14 4000 | 217 2.17 30.31 4100 | 26 0.26 30.57 4200 | 6 0.06 30.63 4300 | 13 0.13 30.76 4400 | 22 0.22 30.98 4500 | 309 3.09 34.07 4600 | 28 0.28 34.35 4700 | 17 0.17 34.52 4800 | 59 0.59 35.11 4900 | 519 5.19 40.30 4950 | 33 0.33 40.63 5000 | 246 2.46 43.09 5100 | 3 0.03 43.12 5200 | 2 0.02 43.14 5400 | 217 2.17 45.31 5500 | 233 2.33 47.64 5550 | 4 0.04 47.68 5600 | 4 0.04 47.72 5700 | 104 1.04 48.76 5800 | 43 0.43 49.19 5900 | 331 3.31 52.50 5950 | 6 0.06 52.56 6000 | 198 1.98 54.54 6100 | 25 0.25 54.79 6200 | 35 0.35 55.14 6350 | 80 0.80 55.94 6400 | 46 0.46 56.40 6500 | 13 0.13 56.53 6600 | 2 0.02 56.55 6700 | 3,815 38.15 94.70 . | 530 5.30 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of overallstarrating variable in man_to_w2017 dataset : Overall | Star Rating | Freq. Percent Cum. ------------+----------------------------------- 2.5 | 352 3.52 3.52 3 | 1,429 14.29 17.81 3.5 | 2,056 20.56 38.37 4 | 3,118 31.18 69.55 4.5 | 2,014 20.14 89.69 5 | 78 0.78 90.47 . | 953 9.53 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of overallstarratingstr variable in man_to_w2017 dataset : Overall Star Rating | Freq. Percent Cum. ----------------------------+----------------------------------- | 1 0.01 0.01 2.5 Stars | 352 3.52 3.53 3 Stars | 1,429 14.29 17.82 3.5 Stars | 2,056 20.56 38.38 4 Stars | 3,118 31.18 69.56 4.5 Stars | 2,014 20.14 89.70 5 Stars | 78 0.78 90.48 Not enough data available | 161 1.61 92.09 Plan too new to be measured | 791 7.91 100.00 ----------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 6 Dec 2016