Frequencies for first 10,000 rows of man_to_w2018 dataset : by Jean Roth , jroth@nber.org , 10 Sep 2018 Frequencies for first 10,000 rows of state variable in man_to_w2018 dataset : State | Freq. Percent Cum. ----------------+----------------------------------- | 1 0.01 0.01 Nebraska | 170 1.70 1.71 Nevada | 60 0.60 2.31 New Hampshire | 108 1.08 3.39 New Jersey | 237 2.37 5.76 New Mexico | 210 2.10 7.86 New York | 1,808 18.08 25.94 North Carolina | 967 9.67 35.61 North Dakota | 331 3.31 38.92 Ohio | 2,377 23.77 62.69 Oklahoma | 594 5.94 68.63 Oregon | 395 3.95 72.58 Pennsylvania | 2,160 21.60 94.18 Puerto Rico | 582 5.82 100.00 ----------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of county variable in man_to_w2018 dataset : County | Freq. Percent Cum. ----------------------+----------------------------------- | 1 0.01 0.01 Adair | 10 0.10 0.11 Adams | 64 0.64 0.75 Adjuntas | 20 0.20 0.95 Aguada | 20 0.20 1.15 Aguadilla | 20 0.20 1.35 Aguas Buenas | 20 0.20 1.55 Aibonito | 20 0.20 1.75 Alamance | 16 0.16 1.91 Albany | 43 0.43 2.34 Alexander | 14 0.14 2.48 Alfalfa | 5 0.05 2.53 Allegany | 32 0.32 2.85 Alleghany | 8 0.08 2.93 Allegheny | 36 0.36 3.29 Allen | 27 0.27 3.56 Anasco | 20 0.20 3.76 Anson | 9 0.09 3.85 Arecibo | 20 0.20 4.05 Armstrong | 26 0.26 4.31 Arroyo | 20 0.20 4.51 Arthur | 2 0.02 4.53 Ashe | 5 0.05 4.58 Ashland | 27 0.27 4.85 Ashtabula | 15 0.15 5.00 Athens | 9 0.09 5.09 Atlantic | 8 0.08 5.17 Atoka | 4 0.04 5.21 Auglaize | 22 0.22 5.43 Avery | 12 0.12 5.55 Baker | 3 0.03 5.58 Banner | 2 0.02 5.60 Barceloneta | 20 0.20 5.80 Barnes | 6 0.06 5.86 Barranquitas | 20 0.20 6.06 Bayamon | 25 0.25 6.31 Beaufort | 8 0.08 6.39 Beaver | 37 0.37 6.76 Beckham | 4 0.04 6.80 Bedford | 25 0.25 7.05 Belknap | 9 0.09 7.14 Belmont | 18 0.18 7.32 Benson | 7 0.07 7.39 Benton | 19 0.19 7.58 Bergen | 14 0.14 7.72 Berks | 40 0.40 8.12 Bernalillo | 18 0.18 8.30 Bertie | 8 0.08 8.38 Billings | 6 0.06 8.44 Bladen | 9 0.09 8.53 Blaine | 8 0.08 8.61 Blair | 29 0.29 8.90 Boone | 3 0.03 8.93 Bottineau | 1 0.01 8.94 Bowman | 6 0.06 9.00 Box Butte | 1 0.01 9.01 Bradford | 21 0.21 9.22 Bronx | 36 0.36 9.58 Broome | 40 0.40 9.98 Brown | 31 0.31 10.29 Brunswick | 5 0.05 10.34 Bryan | 4 0.04 10.38 Bucks | 41 0.41 10.79 Buffalo | 3 0.03 10.82 Buncombe | 16 0.16 10.98 Burke | 9 0.09 11.07 Burleigh | 16 0.16 11.23 Burlington | 12 0.12 11.35 Burt | 2 0.02 11.37 Butler | 79 0.79 12.16 Cabarrus | 14 0.14 12.30 Cabo Rojo | 20 0.20 12.50 Caddo | 7 0.07 12.57 Caguas | 25 0.25 12.82 Caldwell | 13 0.13 12.95 Cambria | 31 0.31 13.26 Camden | 10 0.10 13.36 Cameron | 33 0.33 13.69 Camuy | 20 0.20 13.89 Canadian | 18 0.18 14.07 Canovanas | 25 0.25 14.32 Cape May | 6 0.06 14.38 Carbon | 31 0.31 14.69 Carolina | 25 0.25 14.94 Carroll | 46 0.46 15.40 Carson City | 8 0.08 15.48 Carter | 3 0.03 15.51 Carteret | 2 0.02 15.53 Cass | 22 0.22 15.75 Caswell | 14 0.14 15.89 Catano | 25 0.25 16.14 Catawba | 17 0.17 16.31 Catron | 4 0.04 16.35 Cattaraugus | 31 0.31 16.66 Cavalier | 6 0.06 16.72 Cayey | 20 0.20 16.92 Cayuga | 32 0.32 17.24 Cedar | 2 0.02 17.26 Ceiba | 25 0.25 17.51 Centre | 34 0.34 17.85 Champaign | 31 0.31 18.16 Chatham | 17 0.17 18.33 Chautauqua | 28 0.28 18.61 Chaves | 4 0.04 18.65 Chemung | 26 0.26 18.91 Chenango | 36 0.36 19.27 Cherokee | 16 0.16 19.43 Cheshire | 8 0.08 19.51 Chester | 37 0.37 19.88 Cheyenne | 2 0.02 19.90 Choctaw | 4 0.04 19.94 Chowan | 8 0.08 20.02 Churchill | 4 0.04 20.06 Ciales | 20 0.20 20.26 Cibola | 7 0.07 20.33 Cidra | 20 0.20 20.53 Cimarron | 3 0.03 20.56 Clackamas | 27 0.27 20.83 Clarion | 23 0.23 21.06 Clark | 50 0.50 21.56 Clatsop | 3 0.03 21.59 Clay | 6 0.06 21.65 Clearfield | 32 0.32 21.97 Clermont | 41 0.41 22.38 Cleveland | 27 0.27 22.65 Clinton | 72 0.72 23.37 Coal | 4 0.04 23.41 Coamo | 20 0.20 23.61 Colfax | 7 0.07 23.68 Columbia | 74 0.74 24.42 Columbiana | 38 0.38 24.80 Columbus | 7 0.07 24.87 Comanche | 5 0.05 24.92 Comerio | 20 0.20 25.12 Coos | 11 0.11 25.23 Corozal | 20 0.20 25.43 Cortland | 30 0.30 25.73 Coshocton | 22 0.22 25.95 Cotton | 5 0.05 26.00 Craig | 13 0.13 26.13 Craven | 2 0.02 26.15 Crawford | 52 0.52 26.67 Creek | 15 0.15 26.82 Crook | 11 0.11 26.93 Culebra | 25 0.25 27.18 Cumberland | 60 0.60 27.78 Cuming | 2 0.02 27.80 Currituck | 2 0.02 27.82 Curry | 12 0.12 27.94 Custer | 5 0.05 27.99 Cuyahoga | 42 0.42 28.41 Dakota | 3 0.03 28.44 Dare | 2 0.02 28.46 Darke | 24 0.24 28.70 Dauphin | 40 0.40 29.10 Davidson | 14 0.14 29.24 Davie | 15 0.15 29.39 Dawes | 2 0.02 29.41 Dawson | 2 0.02 29.43 DeBaca | 2 0.02 29.45 Defiance | 20 0.20 29.65 Delaware | 106 1.06 30.71 Deschutes | 12 0.12 30.83 Dewey | 8 0.08 30.91 Dickey | 6 0.06 30.97 Dixon | 1 0.01 30.98 Dodge | 8 0.08 31.06 Dona Ana | 7 0.07 31.13 Dorado | 20 0.20 31.33 Douglas | 36 0.36 31.69 Dunn | 6 0.06 31.75 Duplin | 7 0.07 31.82 Durham | 15 0.15 31.97 Dutchess | 21 0.21 32.18 Eddy | 8 0.08 32.26 Edgecombe | 6 0.06 32.32 Elk | 25 0.25 32.57 Ellis | 2 0.02 32.59 Emmons | 6 0.06 32.65 Erie | 97 0.97 33.62 Essex | 39 0.39 34.01 Fairfield | 34 0.34 34.35 Fajardo | 25 0.25 34.60 Fayette | 57 0.57 35.17 Florida | 2 0.02 35.19 Forest | 28 0.28 35.47 Forsyth | 14 0.14 35.61 Foster | 6 0.06 35.67 Franklin | 82 0.82 36.49 Fulton | 85 0.85 37.34 Gage | 3 0.03 37.37 Gallia | 14 0.14 37.51 Garfield | 7 0.07 37.58 Garvin | 7 0.07 37.65 Gaston | 16 0.16 37.81 Gates | 8 0.08 37.89 Geauga | 37 0.37 38.26 Genesee | 30 0.30 38.56 Gilliam | 3 0.03 38.59 Gloucester | 8 0.08 38.67 Gosper | 3 0.03 38.70 Grady | 12 0.12 38.82 Grafton | 7 0.07 38.89 Graham | 6 0.06 38.95 Grand Forks | 10 0.10 39.05 Grant | 24 0.24 39.29 Granville | 5 0.05 39.34 Greene | 109 1.09 40.43 Greer | 2 0.02 40.45 Griggs | 6 0.06 40.51 Guadalupe | 2 0.02 40.53 Guernsey | 20 0.20 40.73 Guilford | 18 0.18 40.91 Halifax | 7 0.07 40.98 Hall | 2 0.02 41.00 Hamilton | 62 0.62 41.62 Hancock | 25 0.25 41.87 Hardin | 17 0.17 42.04 Harding | 2 0.02 42.06 Harmon | 2 0.02 42.08 Harnett | 6 0.06 42.14 Harney | 3 0.03 42.17 Harper | 3 0.03 42.20 Harrison | 30 0.30 42.50 Haskell | 10 0.10 42.60 Hayes | 1 0.01 42.61 Haywood | 12 0.12 42.73 Henderson | 16 0.16 42.89 Henry | 21 0.21 43.10 Herkimer | 32 0.32 43.42 Hertford | 8 0.08 43.50 Hettinger | 6 0.06 43.56 Hidalgo | 3 0.03 43.59 Highland | 24 0.24 43.83 Hillsborough | 19 0.19 44.02 Hocking | 20 0.20 44.22 Hoke | 8 0.08 44.30 Holmes | 28 0.28 44.58 Hood River | 10 0.10 44.68 Hooker | 3 0.03 44.71 Hudson | 16 0.16 44.87 Hughes | 8 0.08 44.95 Hunterdon | 11 0.11 45.06 Huntingdon | 39 0.39 45.45 Huron | 18 0.18 45.63 Hyde | 7 0.07 45.70 Indiana | 25 0.25 45.95 Iredell | 14 0.14 46.09 Jackson | 46 0.46 46.55 Jefferson | 100 1.00 47.55 Johnson | 1 0.01 47.56 Johnston | 18 0.18 47.74 Jones | 8 0.08 47.82 Josephine | 15 0.15 47.97 Juniata | 34 0.34 48.31 Kay | 6 0.06 48.37 Kearney | 1 0.01 48.38 Keith | 2 0.02 48.40 Keya Paha | 3 0.03 48.43 Kidder | 6 0.06 48.49 Kingfisher | 12 0.12 48.61 Kings | 38 0.38 48.99 Kiowa | 8 0.08 49.07 Klamath | 7 0.07 49.14 Knox | 22 0.22 49.36 LaMoure | 6 0.06 49.42 Lackawanna | 32 0.32 49.74 Lake | 40 0.40 50.14 Lancaster | 59 0.59 50.73 Lane | 19 0.19 50.92 Latimer | 5 0.05 50.97 Lawrence | 51 0.51 51.48 Le Flore | 6 0.06 51.54 Lea | 2 0.02 51.56 Lebanon | 38 0.38 51.94 Lee | 11 0.11 52.05 Lehigh | 43 0.43 52.48 Lenoir | 2 0.02 52.50 Lewis | 24 0.24 52.74 Licking | 32 0.32 53.06 Lincoln | 37 0.37 53.43 Linn | 19 0.19 53.62 Livingston | 15 0.15 53.77 Logan | 45 0.45 54.22 Lorain | 36 0.36 54.58 Los Alamos | 6 0.06 54.64 Loup | 2 0.02 54.66 Love | 4 0.04 54.70 Lucas | 39 0.39 55.09 Luna | 7 0.07 55.16 Luzerne | 30 0.30 55.46 Lycoming | 33 0.33 55.79 Lyon | 7 0.07 55.86 Macon | 6 0.06 55.92 Madison | 81 0.81 56.73 Mahoning | 46 0.46 57.19 Major | 5 0.05 57.24 Malheur | 6 0.06 57.30 Marion | 45 0.45 57.75 Marshall | 4 0.04 57.79 Martin | 8 0.08 57.87 Mayes | 12 0.12 57.99 McClain | 11 0.11 58.10 McCurtain | 4 0.04 58.14 McDowell | 17 0.17 58.31 McHenry | 7 0.07 58.38 McIntosh | 13 0.13 58.51 McKean | 30 0.30 58.81 McKinley | 4 0.04 58.85 McLean | 6 0.06 58.91 McPherson | 3 0.03 58.94 Mecklenburg | 18 0.18 59.12 Medina | 44 0.44 59.56 Meigs | 12 0.12 59.68 Mercer | 72 0.72 60.40 Merrick | 2 0.02 60.42 Merrimack | 13 0.13 60.55 Miami | 32 0.32 60.87 Middlesex | 12 0.12 60.99 Mifflin | 28 0.28 61.27 Mineral | 1 0.01 61.28 Mitchell | 11 0.11 61.39 Monmouth | 15 0.15 61.54 Monroe | 72 0.72 62.26 Montgomery | 115 1.15 63.41 Montour | 31 0.31 63.72 Moore | 7 0.07 63.79 Mora | 2 0.02 63.81 Morgan | 21 0.21 64.02 Morrill | 2 0.02 64.04 Morris | 16 0.16 64.20 Morrow | 25 0.25 64.45 Morton | 11 0.11 64.56 Multnomah | 27 0.27 64.83 Murray | 3 0.03 64.86 Muskingum | 23 0.23 65.09 Muskogee | 16 0.16 65.25 Nance | 2 0.02 65.27 Nash | 6 0.06 65.33 Nassau | 30 0.30 65.63 Nelson | 6 0.06 65.69 New Hanover | 6 0.06 65.75 New York | 38 0.38 66.13 Niagara | 37 0.37 66.50 Noble | 30 0.30 66.80 Northampton | 48 0.48 67.28 Northumberland | 25 0.25 67.53 Nowata | 11 0.11 67.64 Nuckolls | 1 0.01 67.65 Nye | 5 0.05 67.70 Ocean | 12 0.12 67.82 Okfuskee | 5 0.05 67.87 Oklahoma | 18 0.18 68.05 Okmulgee | 15 0.15 68.20 Oliver | 11 0.11 68.31 Oneida | 39 0.39 68.70 Onondaga | 34 0.34 69.04 Onslow | 2 0.02 69.06 Ontario | 21 0.21 69.27 Orange | 45 0.45 69.72 Orleans | 29 0.29 70.01 Osage | 15 0.15 70.16 Oswego | 30 0.30 70.46 Otero | 6 0.06 70.52 Otoe | 2 0.02 70.54 Otsego | 24 0.24 70.78 Ottawa | 33 0.33 71.11 Pamlico | 6 0.06 71.17 Pasquotank | 2 0.02 71.19 Passaic | 13 0.13 71.32 Paulding | 17 0.17 71.49 Pawnee | 8 0.08 71.57 Payne | 2 0.02 71.59 Pembina | 6 0.06 71.65 Pender | 8 0.08 71.73 Perkins | 2 0.02 71.75 Perquimans | 2 0.02 71.77 Perry | 62 0.62 72.39 Person | 14 0.14 72.53 Philadelphia | 34 0.34 72.87 Pickaway | 28 0.28 73.15 Pierce | 7 0.07 73.22 Pike | 29 0.29 73.51 Pitt | 7 0.07 73.58 Pittsburg | 9 0.09 73.67 Platte | 3 0.03 73.70 Polk | 33 0.33 74.03 Pontotoc | 5 0.05 74.08 Portage | 40 0.40 74.48 Pottawatomie | 16 0.16 74.64 Potter | 37 0.37 75.01 Preble | 32 0.32 75.33 Pushmataha | 8 0.08 75.41 Putnam | 37 0.37 75.78 Quay | 2 0.02 75.80 Queens | 38 0.38 76.18 Ramsey | 6 0.06 76.24 Randolph | 16 0.16 76.40 Ransom | 6 0.06 76.46 Rensselaer | 42 0.42 76.88 Richland | 32 0.32 77.20 Richmond | 46 0.46 77.66 Rio Arriba | 10 0.10 77.76 Robeson | 6 0.06 77.82 Rockingham | 33 0.33 78.15 Rockland | 24 0.24 78.39 Roger Mills | 3 0.03 78.42 Rogers | 7 0.07 78.49 Rolette | 7 0.07 78.56 Roosevelt | 2 0.02 78.58 Ross | 21 0.21 78.79 Rowan | 16 0.16 78.95 Rutherford | 8 0.08 79.03 Salem | 6 0.06 79.09 Saline | 1 0.01 79.10 Sampson | 9 0.09 79.19 San Juan | 2 0.02 79.21 San Miguel | 8 0.08 79.29 Sandoval | 18 0.18 79.47 Sandusky | 23 0.23 79.70 Santa Fe | 18 0.18 79.88 Saratoga | 44 0.44 80.32 Sargent | 6 0.06 80.38 Sarpy | 9 0.09 80.47 Saunders | 8 0.08 80.55 Schenectady | 43 0.43 80.98 Schoharie | 25 0.25 81.23 Schuyler | 24 0.24 81.47 Schuylkill | 34 0.34 81.81 Scioto | 17 0.17 81.98 Scotland | 11 0.11 82.09 Scotts Bluff | 2 0.02 82.11 Seminole | 11 0.11 82.22 Seneca | 48 0.48 82.70 Sequoyah | 7 0.07 82.77 Seward | 2 0.02 82.79 Shelby | 23 0.23 83.02 Sheridan | 8 0.08 83.10 Sherman | 10 0.10 83.20 Sierra | 6 0.06 83.26 Sioux | 6 0.06 83.32 Slope | 6 0.06 83.38 Snyder | 38 0.38 83.76 Socorro | 5 0.05 83.81 Somerset | 45 0.45 84.26 St. Lawrence | 20 0.20 84.46 Stanly | 7 0.07 84.53 Stanton | 2 0.02 84.55 Stark | 50 0.50 85.05 Steele | 6 0.06 85.11 Stephens | 5 0.05 85.16 Steuben | 28 0.28 85.44 Stokes | 13 0.13 85.57 Storey | 6 0.06 85.63 Strafford | 17 0.17 85.80 Stutsman | 10 0.10 85.90 Suffolk | 23 0.23 86.13 Sullivan | 52 0.52 86.65 Summit | 41 0.41 87.06 Surry | 6 0.06 87.12 Susquehanna | 29 0.29 87.41 Sussex | 8 0.08 87.49 Swain | 8 0.08 87.57 Taos | 5 0.05 87.62 Texas | 2 0.02 87.64 Thomas | 2 0.02 87.66 Thurston | 1 0.01 87.67 Tillamook | 2 0.02 87.69 Tillman | 5 0.05 87.74 Tioga | 61 0.61 88.35 Tompkins | 22 0.22 88.57 Torrance | 16 0.16 88.73 Towner | 7 0.07 88.80 Traill | 10 0.10 88.90 Transylvania | 16 0.16 89.06 Trumbull | 47 0.47 89.53 Tulsa | 23 0.23 89.76 Tuscarawas | 24 0.24 90.00 Tyrrell | 4 0.04 90.04 Ulster | 20 0.20 90.24 Umatilla | 3 0.03 90.27 Union | 89 0.89 91.16 Valencia | 18 0.18 91.34 Van Wert | 19 0.19 91.53 Vance | 8 0.08 91.61 Venango | 28 0.28 91.89 Vinton | 20 0.20 92.09 Wagoner | 20 0.20 92.29 Wake | 17 0.17 92.46 Wallowa | 3 0.03 92.49 Walsh | 6 0.06 92.55 Ward | 6 0.06 92.61 Warren | 118 1.18 93.79 Wasco | 6 0.06 93.85 Washington | 135 1.35 95.20 Washita | 3 0.03 95.23 Washoe | 11 0.11 95.34 Watauga | 8 0.08 95.42 Wayne | 94 0.94 96.36 Wells | 7 0.07 96.43 Westchester | 33 0.33 96.76 Westmoreland | 34 0.34 97.10 Wheeler | 12 0.12 97.22 Wilkes | 12 0.12 97.34 Williams | 26 0.26 97.60 Wilson | 5 0.05 97.65 Wood | 37 0.37 98.02 Woods | 5 0.05 98.07 Woodward | 4 0.04 98.11 Wyandot | 15 0.15 98.26 Wyoming | 63 0.63 98.89 Yadkin | 11 0.11 99.00 Yamhill | 18 0.18 99.18 Yancey | 15 0.15 99.33 Yates | 27 0.27 99.60 York | 40 0.40 100.00 ----------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of organizationname variable in man_to_w2018 dataset : Organization Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- | 1 0.01 0.01 ATRIO Health Plans | 18 0.18 0.19 Aetna Medicare | 715 7.15 7.34 Affinity Health Plan | 9 0.09 7.43 AgeWell New York | 14 0.14 7.57 AllCare Advantage | 9 0.09 7.66 Allwell | 15 0.15 7.81 Amerigroup Community Care | 3 0.03 7.84 Amerigroup Community Care of New Mexico | 5 0.05 7.89 Anthem Blue Cross and Blue Shield | 373 3.73 11.62 Arcadian Health Plan, Inc. | 19 0.19 11.81 Blue Cross Blue Shield of IL, MT, NM | 8 0.08 11.89 Blue Cross Blue Shield of New Mexico | 10 0.10 11.99 Blue Cross Blue Shield of OK | 8 0.08 12.07 Blue Cross and Blue Shield of IL, NM,.. | 5 0.05 12.12 Blue Cross and Blue Shield of Nebraska | 12 0.12 12.24 Blue Cross and Blue Shield of North C.. | 273 2.73 14.97 BlueCross BlueShield of WNY and BlueS.. | 100 1.00 15.97 CDPHP Medicare Choices | 105 1.05 17.02 CHA HMO, Inc. | 8 0.08 17.10 CHRISTUS Health Plan Generations | 8 0.08 17.18 CLOVER HEALTH | 25 0.25 17.43 CMC Care Advantege | 83 0.83 18.26 Capital Advantage Insurance Company | 42 0.42 18.68 CareOregon Advantage | 4 0.04 18.72 CareSource | 66 0.66 19.38 Centers Plan for Healthy Living | 9 0.09 19.47 Cigna-HealthSpring | 40 0.40 19.87 CommunityCare Advantage Medicare Plan.. | 21 0.21 20.08 CommunityCare Senior Health Plan (HMO) | 20 0.20 20.28 Constellation Health | 40 0.40 20.68 Coventry Health Care | 75 0.75 21.43 Elderplan | 5 0.05 21.48 EmblemHealth Medicare HMO | 38 0.38 21.86 Empire BlueCross BlueShield | 27 0.27 22.13 Excellus Health Plan, Inc | 174 1.74 23.87 FamilyCare Health | 4 0.04 23.91 Fidelis Care | 152 1.52 25.43 FirstMedicare Direct | 35 0.35 25.78 Gateway Health Medicare Assured | 206 2.06 27.84 Geisinger Gold | 240 2.40 30.24 GlobalHealth | 132 1.32 31.56 HUMANA HEALTH PLANS OF PUERTO RICO, I.. | 54 0.54 32.10 Harvard Pilgrim Health Care of New En.. | 19 0.19 32.29 Health Alliance Medicare | 6 0.06 32.35 Health Net Health Plan of Oregon, Inc. | 12 0.12 32.47 Health Net Life Insurance Company | 38 0.38 32.85 Health Partners Medicare | 21 0.21 33.06 HealthAmerica | 168 1.68 34.74 HealthAmerica Pennsylvania | 185 1.85 36.59 HealthPartners | 20 0.20 36.79 HealthTeam Advantage | 8 0.08 36.87 Healthfirst Medicare Plan | 19 0.19 37.06 HeartlandPlains Health | 2 0.02 37.08 Highmark Choice Company | 181 1.81 38.89 Highmark Senior Health Company | 278 2.78 41.67 Horizon Blue Cross Blue Shield of New.. | 37 0.37 42.04 Humana Benefit Plan of Illinois, Inc. | 145 1.45 43.49 Humana Health Company of New York, Inc. | 43 0.43 43.92 Humana Health Plan, Inc. | 6 0.06 43.98 Humana Insurance Company | 1,466 14.66 58.64 Humana Insurance Company of New York | 100 1.00 59.64 Humana Insurance of Puerto Rico, Inc. | 27 0.27 59.91 Humana Medical Plan, Inc. | 37 0.37 60.28 Humana WI Health Organization Insuran.. | 131 1.31 61.59 Independent Health | 32 0.32 61.91 Kaiser Permanente | 18 0.18 62.09 Keystone 65 HMO | 30 0.30 62.39 Keystone Health Plan Central, Inc. | 63 0.63 63.02 MCS Classicare | 108 1.08 64.10 MVP HEALTH CARE | 220 2.20 66.30 Martin's Point Generations Advantage | 6 0.06 66.36 MediGold | 106 1.06 67.42 Medica Insurance Company | 276 2.76 70.18 Medical Mutual of Ohio | 480 4.80 74.98 Medicare y Mucho Más | 108 1.08 76.06 MeridianCare | 9 0.09 76.15 MetroPlus Health Plan | 4 0.04 76.19 Moda Health Plan, Inc. | 84 0.84 77.03 Molina Healthcare of New Mexico, Inc. | 5 0.05 77.08 PMC Medicare Choice | 27 0.27 77.35 PacificSource Medicare | 47 0.47 77.82 Paramount Elite | 42 0.42 78.24 Personal Choice 65 PPO | 7 0.07 78.31 Premier Health Plan | 36 0.36 78.67 Presbyterian Health Plan | 24 0.24 78.91 Presbyterian Insurance Company, Inc. | 66 0.66 79.57 PrimeTime Health Plan | 48 0.48 80.05 Prominence Health Plan | 10 0.10 80.15 Providence Health Assurance | 47 0.47 80.62 QUALITY HEALTH PLANS | 6 0.06 80.68 Regence BlueCross BlueShield of Oregon | 51 0.51 81.19 RiverLink Health | 4 0.04 81.23 Samaritan Advantage Health Plan | 9 0.09 81.32 Sanford Heart of America Health Plan | 10 0.10 81.42 Senior Care Plus | 24 0.24 81.66 SummaCare Medicare Advantage Plans | 88 0.88 82.54 Sunrise Advantage Plan | 8 0.08 82.62 The Health Plan | 104 1.04 83.66 Triple S Advantage | 81 0.81 84.47 Triple-S Advantage | 54 0.54 85.01 UPMC Health Plan | 242 2.42 87.43 UnitedHealthcare | 865 8.65 96.08 Universal American, A WellCare Company | 278 2.78 98.86 VNSNY CHOICE Medicare | 12 0.12 98.98 Vibra Health Plan | 34 0.34 99.32 WellCare | 68 0.68 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of planname variable in man_to_w2018 dataset : Plan Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- | 1 0.01 0.01 AARP MedicareComplete (HMO) | 41 0.41 0.42 AARP MedicareComplete Choice (PPO) | 32 0.32 0.74 AARP MedicareComplete Choice (Regiona.. | 10 0.10 0.84 AARP MedicareComplete Choice Plan 1 (.. | 5 0.05 0.89 AARP MedicareComplete Choice Plan 2 (.. | 5 0.05 0.94 AARP MedicareComplete Essential (HMO) | 69 0.69 1.63 AARP MedicareComplete Mosaic (HMO) | 5 0.05 1.68 AARP MedicareComplete Plan 1 (HMO) | 106 1.06 2.74 AARP MedicareComplete Plan 2 (HMO) | 107 1.07 3.81 AARP MedicareComplete Plan 3 (HMO) | 72 0.72 4.53 AARP MedicareComplete Plan 4 (HMO) | 15 0.15 4.68 AARP MedicareComplete Plan 5 (HMO) | 8 0.08 4.76 AARP MedicareComplete Plan 6 (HMO) | 10 0.10 4.86 AARP MedicareComplete Plan 7 (HMO) | 10 0.10 4.96 AARP MedicareComplete Plan 8 (HMO) | 2 0.02 4.98 AARP MedicareComplete SecureHorizons .. | 13 0.13 5.11 AARP MedicareComplete SecureHorizons .. | 13 0.13 5.24 ATRIO Bronze (PPO) | 2 0.02 5.26 ATRIO Bronze Rx (Basin) (PPO) | 1 0.01 5.27 ATRIO Bronze Rx (Rogue) (PPO) | 2 0.02 5.29 ATRIO Bronze Rx (Umpqua) (PPO) | 1 0.01 5.30 ATRIO Gold Rx (PPO) | 2 0.02 5.32 ATRIO Gold Rx (Willamette) (PPO) | 2 0.02 5.34 ATRIO Silver (PPO) | 2 0.02 5.36 ATRIO Silver Rx (PPO) | 2 0.02 5.38 ATRIO Silver Rx (Rogue) (PPO) | 2 0.02 5.40 ATRIO Silver Rx (Willamette) (PPO) | 2 0.02 5.42 Advantage Choice (HMO) | 7 0.07 5.49 Advantage Choice Plus (HMO) | 7 0.07 5.56 Advantage Premier (HMO) | 7 0.07 5.63 Advantage Premium - LI (HMO) | 2 0.02 5.65 Advantage Silver - NY (HMO) | 2 0.02 5.67 Advantage Silver - NY City (HMO) | 2 0.02 5.69 Advantra Basic Medical (HMO) | 58 0.58 6.27 Advantra Beaver Valley Prime (HMO) | 1 0.01 6.28 Advantra Butler Prime (HMO) | 1 0.01 6.29 Advantra Centre County (HMO) | 1 0.01 6.30 Advantra Choice Plan (HMO) | 1 0.01 6.31 Advantra Excela Prime (HMO) | 1 0.01 6.32 Advantra Fayette Prime (HMO) | 1 0.01 6.33 Advantra Freedom (PPO) | 27 0.27 6.60 Advantra Gold (HMO) | 24 0.24 6.84 Advantra Gold (PPO) | 35 0.35 7.19 Advantra Northern Pennsylvania Gold (.. | 22 0.22 7.41 Advantra Penn Highlands Prime (HMO) | 3 0.03 7.44 Advantra Silver (HMO) | 29 0.29 7.73 Advantra Silver (PPO) | 67 0.67 8.40 Advantra Silver Plus (HMO) | 40 0.40 8.80 Advantra Silver Plus (PPO) | 23 0.23 9.03 Advantra Susquehanna Prime (HMO) | 1 0.01 9.04 Advantra Washington Prime (HMO) | 2 0.02 9.06 AdvantraOne (PPO) | 53 0.53 9.59 Aetna Medicare Basic Plan (HMO) | 22 0.22 9.81 Aetna Medicare Choice Plan (HMO) | 7 0.07 9.88 Aetna Medicare Choice Plan (PPO) | 29 0.29 10.17 Aetna Medicare Elite Plan (HMO) | 3 0.03 10.20 Aetna Medicare Elite Plan (PPO) | 28 0.28 10.48 Aetna Medicare Elite Plan 1 (HMO) | 3 0.03 10.51 Aetna Medicare Essential Plan (PPO) | 2 0.02 10.53 Aetna Medicare Gold Plan (PPO) | 67 0.67 11.20 Aetna Medicare Main Line Health Prime.. | 3 0.03 11.23 Aetna Medicare Mon Valley Prime (HMO) | 1 0.01 11.24 Aetna Medicare NJ Silver Plan (Region.. | 21 0.21 11.45 Aetna Medicare NNJ Prime Plan (HMO) | 6 0.06 11.51 Aetna Medicare NNJ Prime Plan 1 (HMO) | 1 0.01 11.52 Aetna Medicare OH Connect Gold (Regio.. | 88 0.88 12.40 Aetna Medicare OH Connect Gold 2 (Reg.. | 88 0.88 13.28 Aetna Medicare PinnacleHealth Prime P.. | 2 0.02 13.30 Aetna Medicare Platinum Plan (HMO) | 2 0.02 13.32 Aetna Medicare Platinum Plan (PPO) | 2 0.02 13.34 Aetna Medicare Premier Plan (HMO) | 17 0.17 13.51 Aetna Medicare Premier Plan (PPO) | 58 0.58 14.09 Aetna Medicare Premier Plus Plan (PPO) | 4 0.04 14.13 Aetna Medicare Prime Plan (HMO) | 4 0.04 14.17 Aetna Medicare SNJ Prime Elite Plan (.. | 3 0.03 14.20 Aetna Medicare SNJ Prime Value Plan (.. | 3 0.03 14.23 Aetna Medicare Select Plan (HMO) | 19 0.19 14.42 Aetna Medicare Select Plan (PPO) | 1 0.01 14.43 Aetna Medicare Silver Plan (HMO) | 65 0.65 15.08 Aetna Medicare Standard Plan (HMO) | 12 0.12 15.20 Aetna Medicare Standard Plan (PPO) | 51 0.51 15.71 Aetna Medicare Value Plan (HMO) | 58 0.58 16.29 Aetna Medicare Value Plan (PPO) | 45 0.45 16.74 Affinity Medicare Passport Essentials.. | 4 0.04 16.78 Affinity Medicare Passport Essentials.. | 5 0.05 16.83 AgeWell New York LiveWell (HMO) | 7 0.07 16.90 AgeWell New York StayWell (HMO) | 7 0.07 16.97 AllCare Advantage Gold (HMO) | 3 0.03 17.00 AllCare Advantage Gold Plus Rx (HMO) | 3 0.03 17.03 AllCare Advantage Preferred Rx (HMO) | 3 0.03 17.06 Allwell Medicare (HMO) | 15 0.15 17.21 Amerivantage Balance (HMO) | 3 0.03 17.24 Amerivantage Classic (HMO) | 5 0.05 17.29 Anthem Connect Plus (HMO) | 1 0.01 17.30 Anthem MediBlue Access (PPO) | 71 0.71 18.01 Anthem MediBlue Access Basic (Regiona.. | 88 0.88 18.89 Anthem MediBlue Access Core (Regional.. | 88 0.88 19.77 Anthem MediBlue Access Plus (PPO) | 17 0.17 19.94 Anthem MediBlue Coordination Plus (HMO) | 6 0.06 20.00 Anthem MediBlue Essential (HMO) | 66 0.66 20.66 Anthem MediBlue Plus (HMO) | 27 0.27 20.93 Anthem MediBlue Prime Select (HMO) | 7 0.07 21.00 Anthem StartSmart Plus (HMO) | 1 0.01 21.01 Anthem Value Plus (HMO) | 1 0.01 21.02 Apollo @ Home Constellation Health (H.. | 8 0.08 21.10 Apollo Constellation Health (HMO) | 8 0.08 21.18 BasiCare with Part D (PPO) | 29 0.29 21.47 Basic (HMO) | 27 0.27 21.74 Blue Cross Blue Shield Nebraska MA Ch.. | 6 0.06 21.80 Blue Cross Blue Shield Nebraska MA Co.. | 6 0.06 21.86 Blue Cross Medicare Advantage Basic (.. | 12 0.12 21.98 Blue Cross Medicare Advantage Choice .. | 5 0.05 22.03 Blue Cross Medicare Advantage Flex (H.. | 5 0.05 22.08 Blue Cross Medicare Advantage Premier.. | 4 0.04 22.12 Blue Cross Medicare Advantage Select .. | 5 0.05 22.17 Blue Medicare HMO Enhanced (HMO) | 49 0.49 22.66 Blue Medicare HMO Essential (HMO) | 82 0.82 23.48 Blue Medicare HMO Medical Only (HMO) | 82 0.82 24.30 Blue Medicare PPO Enhanced (PPO) | 60 0.60 24.90 BlueCross BlueShield BlueSaver (HMO) | 8 0.08 24.98 BlueCross BlueShield Forever Blue 751.. | 8 0.08 25.06 BlueCross BlueShield Forever Blue Foc.. | 2 0.02 25.08 BlueCross BlueShield Forever Blue Val.. | 8 0.08 25.16 BlueCross BlueShield Senior Blue 601 .. | 8 0.08 25.24 BlueCross BlueShield Senior Blue 651 .. | 8 0.08 25.32 BlueCross BlueShield Senior Blue Sele.. | 8 0.08 25.40 BlueJourney Classic (PPO) | 21 0.21 25.61 BlueJourney Essential (HMO) | 21 0.21 25.82 BlueJourney Premier (HMO) | 21 0.21 26.03 BlueJourney Prime (PPO) | 21 0.21 26.24 BlueJourney Value (HMO) | 21 0.21 26.45 BlueShield BlueSaver (HMO) | 10 0.10 26.55 BlueShield Forever Blue 770 (PPO) | 10 0.10 26.65 BlueShield Forever Blue Value (PPO) | 10 0.10 26.75 BlueShield Senior Blue 650 (HMO-POS) | 10 0.10 26.85 BlueShield Senior Blue 652 (HMO) | 10 0.10 26.95 CDPHP $0 Medicare Rx (HMO) | 21 0.21 27.16 CDPHP Basic RX (HMO) | 21 0.21 27.37 CDPHP Choice (HMO) | 21 0.21 27.58 CDPHP Choice Rx (HMO) | 21 0.21 27.79 CDPHP Value Rx (HMO) | 21 0.21 28.00 CHRISTUS Health Plan Generations (HMO) | 4 0.04 28.04 CHRISTUS Health Plan Generations Plus.. | 4 0.04 28.08 CMC Care Advantage Ahorro (HMO) (HMO) | 27 0.27 28.35 CMC Care Advantage Maximo (HMO) (HMO) | 28 0.28 28.63 CMC Care Advantage Vida (HMO) (HMO) | 28 0.28 28.91 CareOregon Advantage Star (HMO) | 4 0.04 28.95 CareSource Advantage (HMO) | 22 0.22 29.17 CareSource Advantage Plus (HMO) | 22 0.22 29.39 CareSource Advantage Zero Premium (HMO) | 22 0.22 29.61 Centers Plan for Medicare Advantage C.. | 9 0.09 29.70 Cigna-HealthSpring Advantage (HMO) | 6 0.06 29.76 Cigna-HealthSpring Preferred (HMO) | 22 0.22 29.98 Cigna-HealthSpring Preferred Plus (HMO) | 6 0.06 30.04 Cigna-HealthSpring PreventiveCare (HMO) | 6 0.06 30.10 Classic Plus Rx (HMO) | 6 0.06 30.16 Clover Health NJ CarePoint Green (PPO) | 1 0.01 30.17 Clover Health NJ Classic Aqua (PPO) | 8 0.08 30.25 Clover Health NJ Premier Orange (PPO) | 9 0.09 30.34 Clover Health NJ Purple (PPO) | 6 0.06 30.40 Clover Health PA Green (PPO) | 1 0.01 30.41 Community Blue Medicare HMO Prestige .. | 26 0.26 30.67 Community Blue Medicare HMO Signature.. | 43 0.43 31.10 Community Blue Medicare PPO Signature.. | 54 0.54 31.64 Community Blue Medicare Plus PPO Dist.. | 4 0.04 31.68 Coventry Advantra Elite (PPO) | 2 0.02 31.70 Coventry Advantra Platinum (PPO) | 10 0.10 31.80 Coventry Advantra Silver (HMO) | 16 0.16 31.96 Coventry Select (no drug) (HMO) | 4 0.04 32.00 Coventry Total Care (HMO) | 2 0.02 32.02 Coventry Total Care (HMO-POS) | 4 0.04 32.06 Elderplan Extra Help (HMO) | 5 0.05 32.11 EmblemHealth VIP Essential (HMO) | 10 0.10 32.21 EmblemHealth VIP Gold (HMO) | 10 0.10 32.31 EmblemHealth VIP Gold Plus (HMO) | 10 0.10 32.41 EmblemHealth VIP Value (HMO) | 8 0.08 32.49 Empire MediBlue Access (PPO) | 4 0.04 32.53 Empire MediBlue Choice (HMO-POS) | 2 0.02 32.55 Empire MediBlue Core (HMO) | 6 0.06 32.61 Empire MediBlue Plus (HMO) | 12 0.12 32.73 Empire MediBlue Select (HMO) | 3 0.03 32.76 Erickson Advantage Freedom (HMO-POS) | 6 0.06 32.82 Erickson Advantage Signature with Dru.. | 6 0.06 32.88 Erickson Advantage Signature without .. | 6 0.06 32.94 FamilyCare Advantage Rx (HMO) | 4 0.04 32.98 Fidelis Medicare $0 Premium (HMO) | 51 0.51 33.49 Fidelis Medicare Advantage Flex (HMO-.. | 48 0.48 33.97 Fidelis Medicare Advantage without Rx.. | 53 0.53 34.50 First+Plus - Advantage (PPO) | 27 0.27 34.77 FirstMedicare Direct HMO Plus (HMO) | 7 0.07 34.84 FirstMedicare Direct HMO Standard (HMO) | 7 0.07 34.91 FirstMedicare Direct Healthy State HM.. | 6 0.06 34.97 FirstMedicare Direct Healthy State HM.. | 6 0.06 35.03 FirstMedicare Direct PPO Plus (PPO) | 7 0.07 35.10 FirstMedicare Direct preferredPLUS (H.. | 1 0.01 35.11 FirstMedicare Direct smartHMO (HMO-POS) | 1 0.01 35.12 Freedom Blue PPO Basic (PPO) | 34 0.34 35.46 Freedom Blue PPO Classic (PPO) | 28 0.28 35.74 Freedom Blue PPO Deluxe (PPO) | 34 0.34 36.08 Freedom Blue PPO Select (PPO) | 28 0.28 36.36 Freedom Blue PPO Standard (PPO) | 34 0.34 36.70 Freedom Blue PPO ValueRx (PPO) | 62 0.62 37.32 Gateway Health Medicare Assured Prime.. | 100 1.00 38.32 Gateway Health Medicare Assured Selec.. | 103 1.03 39.35 Gateway Health Medicare Assured Value.. | 3 0.03 39.38 Geisinger Gold Classic Advantage (HMO) | 40 0.40 39.78 Geisinger Gold Classic Advantage Rx (.. | 40 0.40 40.18 Geisinger Gold Classic Complete Rx (H.. | 40 0.40 40.58 Geisinger Gold Essential Rx (HMO) | 40 0.40 40.98 Geisinger Gold Preferred Advantage Rx.. | 40 0.40 41.38 Geisinger Gold Preferred Complete Rx .. | 40 0.40 41.78 Generations Classic (HMO) | 44 0.44 42.22 Generations Select (HMO) | 44 0.44 42.66 Generations Value (HMO) | 44 0.44 43.10 Gold PPO with Part D (PPO) | 29 0.29 43.39 GoldSecure with Part D (HMO-POS) | 12 0.12 43.51 GoldValue with Part D (HMO-POS) | 29 0.29 43.80 Harvard Pilgrim Stride Basic Rx (HMO) | 3 0.03 43.83 Harvard Pilgrim Stride Value Rx (HMO) | 8 0.08 43.91 Harvard Pilgrim Stride Value Rx Plus .. | 8 0.08 43.99 Health Net Aqua (PPO) | 12 0.12 44.11 Health Net Ruby (HMO) | 12 0.12 44.23 Health Net Violet 1 (PPO) | 12 0.12 44.35 Health Net Violet 2 (PPO) | 12 0.12 44.47 Health Net Violet 3 (PPO) | 2 0.02 44.49 Health Partners Medicare Basic (HMO) | 5 0.05 44.54 Health Partners Medicare Prime (HMO) | 8 0.08 44.62 Health Partners Medicare Value (HMO) | 8 0.08 44.70 HealthPartners Sanford Active (Cost) | 5 0.05 44.75 HealthPartners Sanford Basic (Cost) | 5 0.05 44.80 HealthPartners Sanford Ultimate (Cost) | 5 0.05 44.85 HealthPartners Sanford Vital (Cost) | 5 0.05 44.90 HealthTeam Advantage Plan I (PPO) | 4 0.04 44.94 HealthTeam Advantage Plan II (PPO) | 4 0.04 44.98 Healthfirst 65 Plus Plan (HMO) | 6 0.06 45.04 Healthfirst Coordinated Benefits Plan.. | 6 0.06 45.10 Healthfirst Increased Benefits Plan (.. | 6 0.06 45.16 Healthfirst Mount Sinai Select (HMO) | 1 0.01 45.17 Horizon Medicare Blue (PPO) | 1 0.01 45.18 Horizon Medicare Blue Advantage (HMO) | 15 0.15 45.33 Horizon Medicare Blue Choice w/Rx (HMO) | 11 0.11 45.44 Horizon Medicare Blue Value (HMO) | 5 0.05 45.49 Horizon Medicare Blue Value w/ Rx (HMO) | 5 0.05 45.54 Humana Cleveland Clinic Preferred (HMO) | 1 0.01 45.55 Humana Gold Choice H2944-004 (PFFS) | 18 0.18 45.73 Humana Gold Choice H2944-013 (PFFS) | 9 0.09 45.82 Humana Gold Choice H2944-197 (PFFS) | 15 0.15 45.97 Humana Gold Choice H8145-032 (PFFS) | 39 0.39 46.36 Humana Gold Choice H8145-052 (PFFS) | 32 0.32 46.68 Humana Gold Choice H8145-055 (PFFS) | 32 0.32 47.00 Humana Gold Choice H8145-063 (PFFS) | 18 0.18 47.18 Humana Gold Choice H8145-089 (PFFS) | 1 0.01 47.19 Humana Gold Choice H8145-120 (PFFS) | 25 0.25 47.44 Humana Gold Choice H8145-122 (PFFS) | 19 0.19 47.63 Humana Gold Choice H8145-123 (PFFS) | 15 0.15 47.78 Humana Gold Plus H0028-008 (HMO) | 8 0.08 47.86 Humana Gold Plus H1036-137 (HMO) | 10 0.10 47.96 Humana Gold Plus H1036-138 (HMO) | 11 0.11 48.07 Humana Gold Plus H1036-153 (HMO) | 3 0.03 48.10 Humana Gold Plus H1036-219 (HMO) | 2 0.02 48.12 Humana Gold Plus H1036-233 (HMO) | 1 0.01 48.13 Humana Gold Plus H1036-263 (HMO) | 10 0.10 48.23 Humana Gold Plus H2649-029 (HMO) | 6 0.06 48.29 Humana Gold Plus H3533-001 (HMO) | 3 0.03 48.32 Humana Gold Plus H3533-006 (HMO) | 6 0.06 48.38 Humana Gold Plus H3533-010 (HMO) | 2 0.02 48.40 Humana Gold Plus H3533-013 (HMO) | 9 0.09 48.49 Humana Gold Plus H3533-020 (HMO) | 4 0.04 48.53 Humana Gold Plus H3533-021 (HMO) | 5 0.05 48.58 Humana Gold Plus H3533-023 (HMO) | 7 0.07 48.65 Humana Gold Plus H3533-027 (HMO) | 7 0.07 48.72 Humana Gold Plus H4007-012 (HMO) | 27 0.27 48.99 Humana Gold Plus H4007-013 (HMO) | 27 0.27 49.26 Humana Gold Plus H5619-040 (HMO) | 6 0.06 49.32 Humana Gold Plus H5619-072 (HMO) | 7 0.07 49.39 Humana Gold Plus H6622-011 (HMO) | 6 0.06 49.45 Humana Gold Plus H6622-012 (HMO) | 4 0.04 49.49 Humana Gold Plus H6622-013 (HMO) | 5 0.05 49.54 Humana Gold Plus H6622-014 (HMO) | 7 0.07 49.61 Humana Gold Plus H6622-016 (HMO) | 6 0.06 49.67 Humana Gold Plus H6622-019 (HMO) | 16 0.16 49.83 Humana Gold Plus H6622-020 (HMO) | 16 0.16 49.99 Humana Gold Plus H6622-021 (HMO) | 4 0.04 50.03 Humana Gold Plus H6622-022 (HMO) | 6 0.06 50.09 Humana Gold Plus H6622-025 (HMO) | 6 0.06 50.15 Humana Gold Plus H6622-026 (HMO) | 6 0.06 50.21 Humana Gold Plus H6622-028 (HMO) | 2 0.02 50.23 Humana Gold Plus H6622-032 (HMO) | 5 0.05 50.28 Humana Gold Plus H6622-033 (HMO) | 2 0.02 50.30 Humana Gold Plus H6622-035 (HMO) | 7 0.07 50.37 Humana Gold Plus H6622-036 (HMO) | 5 0.05 50.42 Humana Gold Plus H6622-037 (HMO) | 5 0.05 50.47 Humana Gold Plus H6622-039 (HMO) | 5 0.05 50.52 Humana Gold Plus H6622-043 (HMO) | 10 0.10 50.62 Humana Value Plus H5216-117 (PPO) | 30 0.30 50.92 Humana Value Plus H5619-065 (HMO) | 6 0.06 50.98 Humana Value Plus H6622-049 (HMO) | 7 0.07 51.05 HumanaChoice H5216-015 (PPO) | 52 0.52 51.57 HumanaChoice H5216-017 (PPO) | 4 0.04 51.61 HumanaChoice H5216-023 (PPO) | 18 0.18 51.79 HumanaChoice H5216-024 (PPO) | 6 0.06 51.85 HumanaChoice H5216-036 (PPO) | 2 0.02 51.87 HumanaChoice H5216-037 (PPO) | 2 0.02 51.89 HumanaChoice H5216-038 (PPO) | 1 0.01 51.90 HumanaChoice H5216-039 (PPO) | 1 0.01 51.91 HumanaChoice H5216-044 (PPO) | 1 0.01 51.92 HumanaChoice H5216-045 (PPO) | 8 0.08 52.00 HumanaChoice H5216-046 (PPO) | 12 0.12 52.12 HumanaChoice H5216-047 (PPO) | 3 0.03 52.15 HumanaChoice H5216-048 (PPO) | 8 0.08 52.23 HumanaChoice H5216-050 (PPO) | 13 0.13 52.36 HumanaChoice H5216-051 (PPO) | 16 0.16 52.52 HumanaChoice H5216-052 (PPO) | 3 0.03 52.55 HumanaChoice H5216-057 (PPO) | 6 0.06 52.61 HumanaChoice H5216-058 (PPO) | 6 0.06 52.67 HumanaChoice H5216-059 (PPO) | 6 0.06 52.73 HumanaChoice H5216-077 (PPO) | 20 0.20 52.93 HumanaChoice H5216-079 (PPO) | 21 0.21 53.14 HumanaChoice H5216-081 (PPO) | 37 0.37 53.51 HumanaChoice H5216-083 (PPO) | 37 0.37 53.88 HumanaChoice H5216-085 (PPO) | 7 0.07 53.95 HumanaChoice H5216-086 (PPO) | 13 0.13 54.08 HumanaChoice H5216-087 (PPO) | 6 0.06 54.14 HumanaChoice H5216-092 (PPO) | 6 0.06 54.20 HumanaChoice H5216-103 (PPO) | 6 0.06 54.26 HumanaChoice H5216-106 (PPO) | 16 0.16 54.42 HumanaChoice H5216-108 (PPO) | 20 0.20 54.62 HumanaChoice H5216-109 (PPO) | 30 0.30 54.92 HumanaChoice H5216-110 (PPO) | 15 0.15 55.07 HumanaChoice H5216-116 (PPO) | 47 0.47 55.54 HumanaChoice H5216-119 (PPO) | 7 0.07 55.61 HumanaChoice H5216-120 (PPO) | 13 0.13 55.74 HumanaChoice H5216-121 (PPO) | 22 0.22 55.96 HumanaChoice H5216-122 (PPO) | 5 0.05 56.01 HumanaChoice H5216-132 (PPO) | 1 0.01 56.02 HumanaChoice H5216-137 (PPO) | 4 0.04 56.06 HumanaChoice H5216-138 (PPO) | 6 0.06 56.12 HumanaChoice H5216-139 (PPO) | 3 0.03 56.15 HumanaChoice H5216-140 (PPO) | 37 0.37 56.52 HumanaChoice H5216-141 (PPO) | 2 0.02 56.54 HumanaChoice H5525-005 (PPO) | 5 0.05 56.59 HumanaChoice H5525-006 (PPO) | 13 0.13 56.72 HumanaChoice H5525-007 (PPO) | 22 0.22 56.94 HumanaChoice H5525-017 (PPO) | 5 0.05 56.99 HumanaChoice H5525-026 (PPO) | 13 0.13 57.12 HumanaChoice H5525-030 (PPO) | 87 0.87 57.99 HumanaChoice H5970-001 (PPO) | 11 0.11 58.10 HumanaChoice H5970-008 (PPO) | 6 0.06 58.16 HumanaChoice H5970-015 (PPO) | 14 0.14 58.30 HumanaChoice H5970-016 (PPO) | 25 0.25 58.55 HumanaChoice H5970-017 (PPO) | 11 0.11 58.66 HumanaChoice H5970-018 (PPO) | 25 0.25 58.91 HumanaChoice H5970-019 (PPO) | 8 0.08 58.99 HumanaChoice R0923-001 (Regional PPO) | 67 0.67 59.66 HumanaChoice R0923-002 (Regional PPO) | 67 0.67 60.33 HumanaChoice R1390-001 (Regional PPO) | 100 1.00 61.33 HumanaChoice R1390-002 (Regional PPO) | 100 1.00 62.33 HumanaChoice R4845-001 (Regional PPO) | 77 0.77 63.10 HumanaChoice R4845-002 (Regional PPO) | 77 0.77 63.87 HumanaChoice R5495-001 (Regional PPO) | 88 0.88 64.75 HumanaChoice R5495-002 (Regional PPO) | 88 0.88 65.63 HumanaChoice Value H2029-001 (PPO) | 27 0.27 65.90 Independent Health Encompass 65 (HMO) | 8 0.08 65.98 Independent Health Encompass 65 Basic.. | 8 0.08 66.06 Independent Health Medicare Passport .. | 8 0.08 66.14 Independent Health's Encompass 65 Cor.. | 8 0.08 66.22 Kaiser Permanente Senior Advantage (H.. | 9 0.09 66.31 Kaiser Permanente Senior Advantage Ba.. | 9 0.09 66.40 Keystone 65 Basic Rx (HMO) | 5 0.05 66.45 Keystone 65 Focus Rx (HMO) | 5 0.05 66.50 Keystone 65 Preferred Medical Only (H.. | 5 0.05 66.55 Keystone 65 Preferred Rx (HMO) | 5 0.05 66.60 Keystone 65 Select Medical Only (HMO) | 5 0.05 66.65 Keystone 65 Select Rx (HMO) | 5 0.05 66.70 MCS Classicare Essential (HMO-POS) | 27 0.27 66.97 MCS Classicare InteliCare (HMO) | 27 0.27 67.24 MCS Classicare MediCa$h (HMO) | 27 0.27 67.51 MCS Classicare MediOnlyNoRx (HMO) | 27 0.27 67.78 MMM - Elite Excel (HMO-POS) | 27 0.27 68.05 MMM - Elite Ultra (HMO-POS) | 27 0.27 68.32 MMM - Unico (HMO) | 27 0.27 68.59 Martin's Point Generations Advantage .. | 2 0.02 68.61 Martin's Point Generations Advantage .. | 2 0.02 68.63 Martin's Point Generations Advantage .. | 2 0.02 68.65 MedMutual Advantage Choice (HMO) | 80 0.80 69.45 MedMutual Advantage Classic (HMO) | 80 0.80 70.25 MedMutual Advantage Plus (HMO) | 80 0.80 71.05 MedMutual Advantage Preferred (PPO) | 80 0.80 71.85 MedMutual Advantage Premium (PPO) | 80 0.80 72.65 MedMutual Advantage Select (PPO) | 80 0.80 73.45 MediGold Classic Preferred (HMO) | 17 0.17 73.62 MediGold Essential Care (HMO) | 17 0.17 73.79 MediGold Flexible Choice (PPO) | 13 0.13 73.92 MediGold Medical Only (HMO) | 31 0.31 74.23 MediGold Southeast OH Classic Preferr.. | 8 0.08 74.31 MediGold Southeast OH Essential Care .. | 8 0.08 74.39 MediGold Southwest OH Classic Preferr.. | 6 0.06 74.45 MediGold Southwest OH Essential Care .. | 6 0.06 74.51 Medica Prime Solution Core (Cost) | 46 0.46 74.97 Medica Prime Solution Core w/Rx (Cost) | 46 0.46 75.43 Medica Prime Solution Premier (Cost) | 46 0.46 75.89 Medica Prime Solution Premier w/Rx (C.. | 46 0.46 76.35 Medica Prime Solution Thrift (Cost) | 46 0.46 76.81 Medica Prime Solution Thrift w/Rx (Co.. | 46 0.46 77.27 Medicare Bassett (HMO-POS) | 3 0.03 77.30 Medicare Blue Choice Optimum (HMO-POS) | 6 0.06 77.36 Medicare Blue Choice Platinum (HMO-POS) | 6 0.06 77.42 Medicare Blue Choice Select (HMO-POS) | 6 0.06 77.48 Medicare Blue Choice Value (HMO) | 6 0.06 77.54 Medicare Blue Choice Value Plus (HMO) | 6 0.06 77.60 Medicare BlueBasic (PPO) | 25 0.25 77.85 Medicare BlueClassic (PPO) | 17 0.17 78.02 Medicare BlueEnhanced (PPO) | 17 0.17 78.19 Medicare BlueEssential (PPO) | 17 0.17 78.36 Medicare BluePlus (PPO) | 8 0.08 78.44 Medicare BlueSecure (PPO) | 17 0.17 78.61 MeridianCare Enhanced (HMO) | 2 0.02 78.63 MeridianCare Essential (HMO) | 7 0.07 78.70 MetroPlus Platinum (HMO) | 4 0.04 78.74 Moda Health HMO (HMO) | 12 0.12 78.86 Moda Health PPO (PPO) | 36 0.36 79.22 Moda Health PPORX (PPO) | 36 0.36 79.58 Molina Medicare Options (HMO) | 5 0.05 79.63 Olympus Constellation Health (PPO) | 8 0.08 79.71 Olympus Prime Constellation Health (P.. | 8 0.08 79.79 Orion Constellation Health (HMO) | 8 0.08 79.87 PMC - Max Extra (HMO) | 27 0.27 80.14 PacificSource Medicare Essentials 2 (.. | 8 0.08 80.22 PacificSource Medicare Essentials Cho.. | 8 0.08 80.30 PacificSource Medicare Essentials Rx .. | 3 0.03 80.33 PacificSource Medicare Essentials Rx .. | 8 0.08 80.41 PacificSource Medicare Essentials Rx .. | 8 0.08 80.49 PacificSource Medicare Explorer 8 (PPO) | 3 0.03 80.52 PacificSource Medicare Explorer Rx 4 .. | 1 0.01 80.53 PacificSource Medicare Explorer Rx 7 .. | 2 0.02 80.55 PacificSource Medicare MyCare Rx 28 (.. | 3 0.03 80.58 PacificSource Medicare MyCare Rx 31 (.. | 3 0.03 80.61 Paramount Elite - Enhanced Medical On.. | 14 0.14 80.75 Paramount Elite - Enhanced Medical an.. | 14 0.14 80.89 Paramount Elite - Standard Medical an.. | 14 0.14 81.03 Personal Choice 65 Medical Only (PPO) | 2 0.02 81.05 Personal Choice 65 Rx (PPO) | 5 0.05 81.10 Preferred Gold with Part D (HMO-POS) | 35 0.35 81.45 Preferred Gold without Part D (HMO-POS) | 35 0.35 81.80 Premier Health Advantage (HMO) | 18 0.18 81.98 Premier Health Advantage Choice (HMO-.. | 18 0.18 82.16 Presbyterian MediCare PPO Plan 1 (PPO) | 33 0.33 82.49 Presbyterian MediCare PPO Plan 2 with.. | 33 0.33 82.82 Presbyterian Senior Care Plan 1 (HMO) | 8 0.08 82.90 Presbyterian Senior Care Plan 2 with .. | 8 0.08 82.98 Presbyterian Senior Care Plan 3 with .. | 8 0.08 83.06 PrimeTime Health Plan Aultimate (HMO-.. | 12 0.12 83.18 PrimeTime Health Plan Basic - MA Only.. | 12 0.12 83.30 PrimeTime Health Plan Classic (HMO-POS) | 12 0.12 83.42 PrimeTime Health Plan Plus (HMO-POS) | 12 0.12 83.54 Prominence Enhanced (HMO) | 5 0.05 83.59 Prominence Plus (HMO) | 5 0.05 83.64 Providence Medicare Choice (HMO-POS) | 8 0.08 83.72 Providence Medicare Choice + RX (HMO-.. | 8 0.08 83.80 Providence Medicare Compass + RX (HMO.. | 5 0.05 83.85 Providence Medicare Enrich + RX (HMO) | 2 0.02 83.87 Providence Medicare Extra (HMO) | 8 0.08 83.95 Providence Medicare Extra + RX (HMO) | 8 0.08 84.03 Providence Medicare Latitude + RX (HM.. | 5 0.05 84.08 Providence Medicare Prime + RX (HMO-P.. | 3 0.03 84.11 Regence BlueAdvantage HMO (HMO) | 3 0.03 84.14 Regence BlueAdvantage HMO Plus (HMO) | 3 0.03 84.17 Regence MedAdvantage + Rx Classic (PPO) | 15 0.15 84.32 Regence MedAdvantage + Rx Enhanced (P.. | 15 0.15 84.47 Regence MedAdvantage Basic (PPO) | 15 0.15 84.62 Reid Health Alliance Medicare HMO (HMO) | 2 0.02 84.64 Reid Health Alliance Medicare HMO Rx .. | 2 0.02 84.66 Reid Health Alliance Medicare HMO Rx .. | 2 0.02 84.68 Royal (HMO) | 27 0.27 84.95 Royal Plus (HMO-POS) | 27 0.27 85.22 Samaritan Advantage Conventional Plan.. | 3 0.03 85.25 Samaritan Advantage Premier Plan (HMO) | 3 0.03 85.28 Samaritan Advantage Premier Plan Plus.. | 3 0.03 85.31 Sanford Heart of America Health Plan .. | 10 0.10 85.41 Security Blue HMO Basic (HMO) | 28 0.28 85.69 Security Blue HMO Deluxe (HMO) | 28 0.28 85.97 Security Blue HMO Standard (HMO) | 28 0.28 86.25 Security Blue HMO ValueRx (HMO) | 28 0.28 86.53 Senior Care Plus: Freedom Basic Plan .. | 5 0.05 86.58 Senior Care Plus: Freedom Rx Enhanced.. | 5 0.05 86.63 Senior Care Plus: Freedom Rx Plan (PPO) | 5 0.05 86.68 Senior Care Plus: Freedom Rx Select P.. | 5 0.05 86.73 Senior Care Plus: Value Basic Plan (H.. | 1 0.01 86.74 Senior Care Plus: Value Rx Enhanced P.. | 1 0.01 86.75 Senior Care Plus: Value Rx Plan (HMO) | 1 0.01 86.76 Senior Care Plus: Value Rx Select (HMO) | 1 0.01 86.77 Senior Dimensions Greater Nevada (HMO) | 3 0.03 86.80 Senior Dimensions Southern Nevada (HMO) | 2 0.02 86.82 Senior Health Plan Platinum (HMO) | 5 0.05 86.87 Senior Health Plan Platinum Plus (HMO) | 5 0.05 86.92 Senior Health Plan Silver (HMO) | 5 0.05 86.97 Senior Health Plan Silver Plus (HMO) | 5 0.05 87.02 SmartFund (MSA) | 39 0.39 87.41 Spartan Plan NY (HMO) | 4 0.04 87.45 Spartan Plan PA (HMO) | 4 0.04 87.49 SummaCare Medicare Emerald (HMO-POS) | 15 0.15 87.64 SummaCare Medicare Ruby (HMO) | 25 0.25 87.89 SummaCare Medicare Sapphire (HMO-POS) | 31 0.31 88.20 SummaCare Medicare Topaz (HMO) | 17 0.17 88.37 The Health Plan SecureCare - Option I.. | 28 0.28 88.65 The Health Plan SecureCare - Option I.. | 28 0.28 88.93 The Health Plan SecureCare - Option I.. | 20 0.20 89.13 The Health Plan SecureChoice - Option.. | 28 0.28 89.41 Today's Options Advantage 300 (PPO) | 22 0.22 89.63 Today's Options Advantage Plus 150A (.. | 47 0.47 90.10 Today's Options Advantage Plus 450A (.. | 6 0.06 90.16 Today's Options Advantage Plus 550B (.. | 47 0.47 90.63 Today's Options Advantage Plus 750B (.. | 6 0.06 90.69 Today's Options Classic (HMO) | 6 0.06 90.75 Today's Options Premier 200 (PFFS) | 47 0.47 91.22 Today's Options Premier 300 (PFFS) | 47 0.47 91.69 Today's Options Premier Plus 250A (PF.. | 25 0.25 91.94 Today's Options Premier Plus 650B (PF.. | 25 0.25 92.19 UPMC for Life (HMO) | 36 0.36 92.55 UPMC for Life HMO Deductible with Rx .. | 50 0.50 93.05 UPMC for Life HMO Premier Rx (HMO) | 3 0.03 93.08 UPMC for Life HMO Rx (HMO) | 51 0.51 93.59 UPMC for Life HMO Rx Enhanced (HMO) | 36 0.36 93.95 UPMC for Life PPO High Deductible wit.. | 28 0.28 94.23 UPMC for Life PPO Rx Enhanced (PPO) | 38 0.38 94.61 UnitedHealthcare MedicareComplete Cho.. | 1 0.01 94.62 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 95.24 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 95.86 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 96.48 UnitedHealthcare MedicareComplete Cho.. | 62 0.62 97.10 UnitedHealthcare MedicareDirect Essen.. | 37 0.37 97.47 UnitedHealthcare MedicareDirect Rx (P.. | 33 0.33 97.80 Univera SeniorChoice Basic (HMO) | 8 0.08 97.88 Univera SeniorChoice Secure (HMO-POS) | 8 0.08 97.96 Univera SeniorChoice Select (HMO-POS) | 8 0.08 98.04 Univera SeniorChoice Value (HMO) | 8 0.08 98.12 Univera SeniorChoice Value Plus (HMO-.. | 8 0.08 98.20 VNSNY CHOICE Medicare Classic (HMO) | 12 0.12 98.32 Vibra Health Plan Enhanced Coverage (.. | 17 0.17 98.49 Vibra Health Plan Essential Coverage .. | 17 0.17 98.66 WellCare Advance (HMO) | 15 0.15 98.81 WellCare Choice (HMO) | 2 0.02 98.83 WellCare Choice (HMO-POS) | 5 0.05 98.88 WellCare Essential (HMO) | 4 0.04 98.92 WellCare Preferred (HMO-POS) | 6 0.06 98.98 WellCare Premier (PPO) | 1 0.01 98.99 WellCare Rx (HMO) | 5 0.05 99.04 WellCare Value (HMO) | 30 0.30 99.34 WellSelect with Part D (PPO) | 12 0.12 99.46 Óptimo (PPO) | 27 0.27 99.73 Óptimo Plus (PPO) | 27 0.27 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of typeofmedicarehealthplan variable in man_to_w2018 dataset : Type of | Medicare | Health Plan | Freq. Percent Cum. ---------------+----------------------------------- | 1 0.01 0.01 Cost | 138 1.38 1.39 Cost * | 168 1.68 3.07 Local HMO | 4,052 40.52 43.59 Local HMO * | 773 7.73 51.32 Local PPO | 2,719 27.19 78.51 Local PPO * | 378 3.78 82.29 MSA * | 39 0.39 82.68 PFFS | 234 2.34 85.02 PFFS * | 203 2.03 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_w2018 dataset : Monthly | Consolidate | d Premium | (Includes | Part C + D) | Freq. Percent Cum. ------------+----------------------------------- 0.00 | 3,118 31.18 31.18 9.00 | 2 0.02 31.20 10.00 | 9 0.09 31.29 13.00 | 13 0.13 31.42 14.00 | 41 0.41 31.83 14.50 | 5 0.05 31.88 15.00 | 10 0.10 31.98 16.00 | 52 0.52 32.50 17.00 | 79 0.79 33.29 18.00 | 88 0.88 34.17 19.00 | 114 1.14 35.31 20.00 | 53 0.53 35.84 22.00 | 22 0.22 36.06 22.80 | 6 0.06 36.12 23.00 | 40 0.40 36.52 24.00 | 45 0.45 36.97 24.60 | 5 0.05 37.02 24.70 | 9 0.09 37.11 25.00 | 83 0.83 37.94 25.10 | 7 0.07 38.01 26.00 | 50 0.50 38.51 26.90 | 27 0.27 38.78 27.00 | 82 0.82 39.60 27.20 | 2 0.02 39.62 27.40 | 30 0.30 39.92 28.00 | 7 0.07 39.99 29.00 | 114 1.14 41.13 29.50 | 21 0.21 41.34 29.70 | 6 0.06 41.40 30.00 | 39 0.39 41.79 30.20 | 1 0.01 41.80 31.00 | 13 0.13 41.93 32.00 | 38 0.38 42.31 33.00 | 7 0.07 42.38 33.40 | 8 0.08 42.46 33.70 | 9 0.09 42.55 34.00 | 18 0.18 42.73 34.30 | 6 0.06 42.79 34.60 | 7 0.07 42.86 34.90 | 21 0.21 43.07 35.00 | 141 1.41 44.48 36.00 | 52 0.52 45.00 37.00 | 77 0.77 45.77 38.00 | 133 1.33 47.10 38.90 | 5 0.05 47.15 39.00 | 32 0.32 47.47 40.00 | 36 0.36 47.83 41.00 | 7 0.07 47.90 42.00 | 28 0.28 48.18 43.00 | 68 0.68 48.86 44.00 | 55 0.55 49.41 45.00 | 35 0.35 49.76 46.00 | 66 0.66 50.42 47.00 | 113 1.13 51.55 47.80 | 6 0.06 51.61 48.00 | 62 0.62 52.23 49.00 | 60 0.60 52.83 50.00 | 29 0.29 53.12 51.00 | 6 0.06 53.18 52.00 | 5 0.05 53.23 53.00 | 36 0.36 53.59 54.00 | 1 0.01 53.60 55.00 | 82 0.82 54.42 56.00 | 155 1.55 55.97 56.80 | 15 0.15 56.12 57.00 | 71 0.71 56.83 58.00 | 11 0.11 56.94 59.00 | 7 0.07 57.01 59.20 | 23 0.23 57.24 60.00 | 68 0.68 57.92 61.00 | 2 0.02 57.94 61.50 | 17 0.17 58.11 62.00 | 76 0.76 58.87 62.50 | 17 0.17 59.04 63.00 | 38 0.38 59.42 64.00 | 6 0.06 59.48 65.00 | 68 0.68 60.16 66.00 | 53 0.53 60.69 67.00 | 39 0.39 61.08 68.00 | 2 0.02 61.10 69.00 | 2 0.02 61.12 70.00 | 72 0.72 61.84 71.00 | 6 0.06 61.90 71.90 | 5 0.05 61.95 72.00 | 13 0.13 62.08 73.00 | 62 0.62 62.70 74.00 | 6 0.06 62.76 75.00 | 174 1.74 64.50 76.00 | 104 1.04 65.54 76.50 | 17 0.17 65.71 77.00 | 79 0.79 66.50 77.40 | 46 0.46 66.96 78.00 | 11 0.11 67.07 79.00 | 157 1.57 68.64 80.00 | 39 0.39 69.03 81.00 | 64 0.64 69.67 82.00 | 33 0.33 70.00 83.00 | 12 0.12 70.12 84.00 | 16 0.16 70.28 85.00 | 37 0.37 70.65 86.00 | 31 0.31 70.96 87.00 | 38 0.38 71.34 88.00 | 18 0.18 71.52 89.00 | 30 0.30 71.82 90.00 | 7 0.07 71.89 91.00 | 12 0.12 72.01 92.00 | 37 0.37 72.38 93.00 | 53 0.53 72.91 95.00 | 157 1.57 74.48 96.00 | 96 0.96 75.44 96.10 | 5 0.05 75.49 97.00 | 27 0.27 75.76 98.00 | 56 0.56 76.32 99.00 | 49 0.49 76.81 100.00 | 3 0.03 76.84 101.00 | 11 0.11 76.95 102.00 | 26 0.26 77.21 103.00 | 70 0.70 77.91 104.00 | 3 0.03 77.94 105.00 | 44 0.44 78.38 106.00 | 8 0.08 78.46 107.00 | 121 1.21 79.67 108.00 | 36 0.36 80.03 109.00 | 62 0.62 80.65 110.00 | 43 0.43 81.08 110.40 | 49 0.49 81.57 112.00 | 7 0.07 81.64 113.00 | 3 0.03 81.67 113.60 | 78 0.78 82.45 115.00 | 30 0.30 82.75 116.00 | 33 0.33 83.08 116.60 | 12 0.12 83.20 117.00 | 52 0.52 83.72 118.00 | 8 0.08 83.80 119.00 | 38 0.38 84.18 120.00 | 23 0.23 84.41 121.00 | 32 0.32 84.73 122.00 | 50 0.50 85.23 123.00 | 32 0.32 85.55 124.00 | 1 0.01 85.56 125.00 | 11 0.11 85.67 126.00 | 8 0.08 85.75 127.00 | 17 0.17 85.92 129.00 | 10 0.10 86.02 132.00 | 38 0.38 86.40 133.00 | 5 0.05 86.45 134.00 | 22 0.22 86.67 135.00 | 42 0.42 87.09 135.50 | 17 0.17 87.26 136.00 | 42 0.42 87.68 139.00 | 6 0.06 87.74 139.40 | 3 0.03 87.77 140.00 | 10 0.10 87.87 143.00 | 3 0.03 87.90 146.00 | 2 0.02 87.92 147.00 | 5 0.05 87.97 148.00 | 21 0.21 88.18 149.00 | 4 0.04 88.22 150.00 | 10 0.10 88.32 151.00 | 5 0.05 88.37 152.00 | 6 0.06 88.43 154.00 | 5 0.05 88.48 155.00 | 38 0.38 88.86 155.90 | 5 0.05 88.91 156.00 | 67 0.67 89.58 157.00 | 2 0.02 89.60 157.80 | 1 0.01 89.61 158.00 | 25 0.25 89.86 159.00 | 14 0.14 90.00 160.00 | 9 0.09 90.09 163.00 | 120 1.20 91.29 165.00 | 8 0.08 91.37 169.00 | 26 0.26 91.63 172.20 | 23 0.23 91.86 174.00 | 11 0.11 91.97 175.00 | 38 0.38 92.35 176.00 | 4 0.04 92.39 177.00 | 88 0.88 93.27 178.00 | 2 0.02 93.29 179.00 | 8 0.08 93.37 180.00 | 15 0.15 93.52 183.00 | 7 0.07 93.59 184.00 | 87 0.87 94.46 187.00 | 88 0.88 95.34 188.00 | 1 0.01 95.35 188.50 | 34 0.34 95.69 189.00 | 48 0.48 96.17 189.50 | 17 0.17 96.34 190.00 | 6 0.06 96.40 195.90 | 11 0.11 96.51 196.00 | 17 0.17 96.68 197.00 | 38 0.38 97.06 198.00 | 8 0.08 97.14 199.00 | 8 0.08 97.22 203.50 | 11 0.11 97.33 209.00 | 2 0.02 97.35 211.00 | 4 0.04 97.39 214.00 | 2 0.02 97.41 217.00 | 8 0.08 97.49 223.00 | 5 0.05 97.54 224.00 | 3 0.03 97.57 229.00 | 2 0.02 97.59 229.50 | 17 0.17 97.76 234.00 | 46 0.46 98.22 237.00 | 3 0.03 98.25 245.00 | 1 0.01 98.26 251.00 | 6 0.06 98.32 254.20 | 4 0.04 98.36 263.00 | 36 0.36 98.72 270.50 | 11 0.11 98.83 281.50 | 17 0.17 99.00 289.00 | 3 0.03 99.03 291.50 | 34 0.34 99.37 295.00 | 11 0.11 99.48 297.00 | 12 0.12 99.60 . | 40 0.40 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of annualdrugdeductible variable in man_to_w2018 dataset : Annual Drug | Deductible | Freq. Percent Cum. ------------+----------------------------------- 0.00 | 3,375 33.75 33.75 40.00 | 17 0.17 33.92 50.00 | 82 0.82 34.74 60.00 | 92 0.92 35.66 75.00 | 18 0.18 35.84 95.00 | 438 4.38 40.22 100.00 | 275 2.75 42.97 110.00 | 5 0.05 43.02 120.00 | 48 0.48 43.50 125.00 | 128 1.28 44.78 130.00 | 5 0.05 44.83 150.00 | 319 3.19 48.02 160.00 | 29 0.29 48.31 165.00 | 20 0.20 48.51 170.00 | 74 0.74 49.25 175.00 | 70 0.70 49.95 180.00 | 8 0.08 50.03 190.00 | 2 0.02 50.05 195.00 | 517 5.17 55.22 200.00 | 385 3.85 59.07 205.00 | 9 0.09 59.16 215.00 | 46 0.46 59.62 225.00 | 143 1.43 61.05 230.00 | 6 0.06 61.11 240.00 | 11 0.11 61.22 245.00 | 3 0.03 61.25 250.00 | 274 2.74 63.99 255.00 | 35 0.35 64.34 260.00 | 116 1.16 65.50 265.00 | 6 0.06 65.56 270.00 | 96 0.96 66.52 275.00 | 40 0.40 66.92 280.00 | 16 0.16 67.08 285.00 | 8 0.08 67.16 290.00 | 85 0.85 68.01 295.00 | 69 0.69 68.70 300.00 | 99 0.99 69.69 310.00 | 43 0.43 70.12 315.00 | 67 0.67 70.79 320.00 | 91 0.91 71.70 325.00 | 58 0.58 72.28 330.00 | 17 0.17 72.45 340.00 | 7 0.07 72.52 345.00 | 4 0.04 72.56 350.00 | 94 0.94 73.50 355.00 | 82 0.82 74.32 360.00 | 90 0.90 75.22 365.00 | 2 0.02 75.24 370.00 | 8 0.08 75.32 375.00 | 33 0.33 75.65 385.00 | 6 0.06 75.71 390.00 | 100 1.00 76.71 395.00 | 6 0.06 76.77 399.00 | 14 0.14 76.91 400.00 | 86 0.86 77.77 405.00 | 179 1.79 79.56 . | 2,044 20.44 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of drugbenefittype variable in man_to_w2018 dataset : Drug | Benefit | Type | Freq. Percent Cum. ------------+----------------------------------- | 2,044 20.44 20.44 Basic | 973 9.73 30.17 Enhanced | 6,983 69.83 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of additionalcoverageofferedin variable in man_to_w2018 dataset : Additional | Coverage | Offered in | the Gap | Freq. Percent Cum. ------------+----------------------------------- | 2,044 20.44 20.44 No | 4,695 46.95 67.39 Yes | 3,261 32.61 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of drugbenefittypedetail variable in man_to_w2018 dataset : Drug | Benefit | Type Detail | Freq. Percent Cum. ------------+----------------------------------- | 2,044 20.44 20.44 AE | 16 0.16 20.60 BA | 890 8.90 29.50 DS | 67 0.67 30.17 EA | 6,983 69.83 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of contractid variable in man_to_w2018 dataset : Contract ID | Freq. Percent Cum. ------------+----------------------------------- | 1 0.01 0.01 H0028 | 8 0.08 0.09 H0088 | 1 0.01 0.10 H0423 | 4 0.04 0.14 H0609 | 1 0.01 0.15 H0712 | 8 0.08 0.23 H0724 | 9 0.09 0.32 H0755 | 54 0.54 0.86 H0904 | 83 0.83 1.69 H0913 | 8 0.08 1.77 H1036 | 37 0.37 2.14 H1189 | 8 0.08 2.22 H1365 | 2 0.02 2.24 H1463 | 6 0.06 2.30 H1537 | 1 0.01 2.31 H1608 | 49 0.49 2.80 H1846 | 13 0.13 2.93 H1944 | 70 0.70 3.63 H2029 | 27 0.27 3.90 H2228 | 42 0.42 4.32 H2450 | 276 2.76 7.08 H2462 | 20 0.20 7.28 H2649 | 6 0.06 7.34 H2663 | 8 0.08 7.42 H2773 | 6 0.06 7.48 H2775 | 128 1.28 8.76 H2802 | 13 0.13 8.89 H2816 | 144 1.44 10.33 H2906 | 20 0.20 10.53 H2915 | 6 0.06 10.59 H2931 | 5 0.05 10.64 H2944 | 42 0.42 11.06 H2960 | 4 0.04 11.10 H3152 | 57 0.57 11.67 H3154 | 36 0.36 12.03 H3170 | 12 0.12 12.15 H3204 | 24 0.24 12.39 H3206 | 66 0.66 13.05 H3233 | 36 0.36 13.41 H3240 | 3 0.03 13.44 H3251 | 10 0.10 13.54 H3305 | 111 1.11 14.65 H3307 | 33 0.33 14.98 H3312 | 34 0.34 15.32 H3328 | 152 1.52 16.84 H3330 | 38 0.38 17.22 H3335 | 101 1.01 18.23 H3342 | 4 0.04 18.27 H3344 | 8 0.08 18.35 H3347 | 5 0.05 18.40 H3351 | 73 0.73 19.13 H3359 | 19 0.19 19.32 H3361 | 51 0.51 19.83 H3362 | 24 0.24 20.07 H3379 | 17 0.17 20.24 H3384 | 62 0.62 20.86 H3388 | 105 1.05 21.91 H3404 | 60 0.60 22.51 H3449 | 213 2.13 24.64 H3503 | 10 0.10 24.74 H3533 | 43 0.43 25.17 H3536 | 11 0.11 25.28 H3653 | 42 0.42 25.70 H3655 | 95 0.95 26.65 H3660 | 88 0.88 27.53 H3664 | 48 0.48 28.01 H3668 | 93 0.93 28.94 H3672 | 76 0.76 29.70 H3706 | 132 1.32 31.02 H3749 | 26 0.26 31.28 H3755 | 20 0.20 31.48 H3765 | 2 0.02 31.50 H3805 | 18 0.18 31.68 H3810 | 9 0.09 31.77 H3811 | 9 0.09 31.86 H3813 | 72 0.72 32.58 H3817 | 45 0.45 33.03 H3818 | 4 0.04 33.07 H3822 | 8 0.08 33.15 H3864 | 41 0.41 33.56 H3907 | 176 1.76 35.32 H3909 | 7 0.07 35.39 H3916 | 278 2.78 38.17 H3923 | 42 0.42 38.59 H3924 | 80 0.80 39.39 H3930 | 4 0.04 39.43 H3931 | 137 1.37 40.80 H3949 | 24 0.24 41.04 H3952 | 30 0.30 41.34 H3954 | 160 1.60 42.94 H3957 | 181 1.81 44.75 H3959 | 185 1.85 46.60 H3962 | 63 0.63 47.23 H3979 | 8 0.08 47.31 H4003 | 81 0.81 48.12 H4004 | 27 0.27 48.39 H4005 | 54 0.54 48.93 H4007 | 54 0.54 49.47 H4036 | 83 0.83 50.30 H4198 | 21 0.21 50.51 H4236 | 4 0.04 50.55 H4346 | 3 0.03 50.58 H4497 | 240 2.40 52.98 H4754 | 6 0.06 53.04 H4868 | 6 0.06 53.10 H4876 | 16 0.16 53.26 H4922 | 14 0.14 53.40 H5141 | 25 0.25 53.65 H5216 | 579 5.79 59.44 H5253 | 232 2.32 61.76 H5322 | 3 0.03 61.79 H5435 | 70 0.70 62.49 H5439 | 38 0.38 62.87 H5475 | 9 0.09 62.96 H5521 | 290 2.90 65.86 H5522 | 168 1.68 67.54 H5525 | 145 1.45 68.99 H5526 | 38 0.38 69.37 H5533 | 66 0.66 70.03 H5549 | 12 0.12 70.15 H5577 | 108 1.08 71.23 H5591 | 4 0.04 71.27 H5613 | 39 0.39 71.66 H5619 | 19 0.19 71.85 H5652 | 18 0.18 72.03 H5746 | 5 0.05 72.08 H5774 | 81 0.81 72.89 H5859 | 4 0.04 72.93 H5932 | 6 0.06 72.99 H5945 | 10 0.10 73.09 H5970 | 100 1.00 74.09 H5991 | 9 0.09 74.18 H6237 | 6 0.06 74.24 H6306 | 28 0.28 74.52 H6396 | 66 0.66 75.18 H6526 | 4 0.04 75.22 H6622 | 131 1.31 76.53 H6723 | 240 2.40 78.93 H6743 | 14 0.14 79.07 H6750 | 19 0.19 79.26 H6815 | 12 0.12 79.38 H6988 | 9 0.09 79.47 H7006 | 4 0.04 79.51 H7149 | 18 0.18 79.69 H7522 | 27 0.27 79.96 H7728 | 5 0.05 80.01 H7971 | 1 0.01 80.02 H8064 | 7 0.07 80.09 H8145 | 181 1.81 81.90 H8266 | 24 0.24 82.14 H8432 | 23 0.23 82.37 H8506 | 12 0.12 82.49 H8604 | 28 0.28 82.77 H8634 | 5 0.05 82.82 H9003 | 18 0.18 83.00 H9047 | 47 0.47 83.47 H9082 | 5 0.05 83.52 H9190 | 200 2.00 85.52 H9207 | 21 0.21 85.73 H9208 | 4 0.04 85.77 H9408 | 34 0.34 86.11 H9615 | 70 0.70 86.81 H9725 | 16 0.16 86.97 H9808 | 8 0.08 87.05 R0923 | 134 1.34 88.39 R1390 | 200 2.00 90.39 R4845 | 154 1.54 91.93 R5329 | 10 0.10 92.03 R5342 | 248 2.48 94.51 R5495 | 176 1.76 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_w2018 dataset : Plan ID | Freq. Percent Cum. ------------+----------------------------------- | 1 0.01 0.01 001 | 1,219 12.19 12.20 002 | 894 8.94 21.14 003 | 556 5.56 26.70 004 | 262 2.62 29.32 005 | 444 4.44 33.76 006 | 333 3.33 37.09 007 | 209 2.09 39.18 008 | 153 1.53 40.71 009 | 84 0.84 41.55 010 | 134 1.34 42.89 011 | 88 0.88 43.77 012 | 274 2.74 46.51 013 | 325 3.25 49.76 014 | 224 2.24 52.00 015 | 159 1.59 53.59 016 | 100 1.00 54.59 017 | 157 1.57 56.16 018 | 188 1.88 58.04 019 | 165 1.65 59.69 020 | 209 2.09 61.78 021 | 114 1.14 62.92 022 | 88 0.88 63.80 023 | 153 1.53 65.33 024 | 97 0.97 66.30 025 | 46 0.46 66.76 026 | 34 0.34 67.10 027 | 48 0.48 67.58 028 | 28 0.28 67.86 029 | 77 0.77 68.63 030 | 157 1.57 70.20 031 | 20 0.20 70.40 032 | 164 1.64 72.04 033 | 38 0.38 72.42 034 | 135 1.35 73.77 035 | 106 1.06 74.83 036 | 84 0.84 75.67 037 | 172 1.72 77.39 038 | 96 0.96 78.35 039 | 86 0.86 79.21 040 | 71 0.71 79.92 041 | 63 0.63 80.55 042 | 21 0.21 80.76 043 | 29 0.29 81.05 044 | 31 0.31 81.36 045 | 38 0.38 81.74 046 | 16 0.16 81.90 047 | 16 0.16 82.06 048 | 54 0.54 82.60 049 | 25 0.25 82.85 050 | 40 0.40 83.25 051 | 33 0.33 83.58 052 | 45 0.45 84.03 053 | 34 0.34 84.37 054 | 16 0.16 84.53 055 | 38 0.38 84.91 056 | 32 0.32 85.23 057 | 8 0.08 85.31 058 | 14 0.14 85.45 059 | 71 0.71 86.16 060 | 40 0.40 86.56 062 | 28 0.28 86.84 063 | 38 0.38 87.22 064 | 4 0.04 87.26 065 | 7 0.07 87.33 070 | 65 0.65 87.98 072 | 7 0.07 88.05 076 | 7 0.07 88.12 077 | 36 0.36 88.48 079 | 38 0.38 88.86 080 | 23 0.23 89.09 081 | 70 0.70 89.79 082 | 28 0.28 90.07 083 | 59 0.59 90.66 084 | 3 0.03 90.69 085 | 10 0.10 90.79 086 | 14 0.14 90.93 087 | 15 0.15 91.08 088 | 30 0.30 91.38 089 | 31 0.31 91.69 090 | 2 0.02 91.71 091 | 2 0.02 91.73 092 | 6 0.06 91.79 094 | 1 0.01 91.80 095 | 22 0.22 92.02 099 | 6 0.06 92.08 100 | 6 0.06 92.14 103 | 6 0.06 92.20 105 | 3 0.03 92.23 106 | 16 0.16 92.39 107 | 11 0.11 92.50 108 | 28 0.28 92.78 109 | 39 0.39 93.17 110 | 25 0.25 93.42 111 | 1 0.01 93.43 112 | 13 0.13 93.56 113 | 1 0.01 93.57 115 | 2 0.02 93.59 116 | 47 0.47 94.06 117 | 31 0.31 94.37 118 | 7 0.07 94.44 119 | 20 0.20 94.64 120 | 47 0.47 95.11 121 | 25 0.25 95.36 122 | 91 0.91 96.27 123 | 18 0.18 96.45 124 | 7 0.07 96.52 130 | 7 0.07 96.59 132 | 2 0.02 96.61 133 | 1 0.01 96.62 134 | 32 0.32 96.94 135 | 6 0.06 97.00 136 | 10 0.10 97.10 137 | 19 0.19 97.29 138 | 21 0.21 97.50 139 | 6 0.06 97.56 140 | 37 0.37 97.93 141 | 2 0.02 97.95 153 | 3 0.03 97.98 156 | 40 0.40 98.38 157 | 40 0.40 98.78 158 | 40 0.40 99.18 159 | 40 0.40 99.58 168 | 2 0.02 99.60 169 | 6 0.06 99.66 170 | 4 0.04 99.70 183 | 2 0.02 99.72 197 | 15 0.15 99.87 219 | 2 0.02 99.89 233 | 1 0.01 99.90 263 | 10 0.10 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of segmentid variable in man_to_w2018 dataset : Segment ID | Freq. Percent Cum. ------------+----------------------------------- . | 1 0.01 0.01 0 | 8,739 87.39 87.40 1 | 511 5.11 92.51 2 | 513 5.13 97.64 3 | 45 0.45 98.09 4 | 50 0.50 98.59 5 | 69 0.69 99.28 6 | 23 0.23 99.51 7 | 11 0.11 99.62 8 | 34 0.34 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_w2018 dataset : In-network | MOOP Amount | ** | Freq. Percent Cum. ------------+----------------------------------- 1900 | 2 0.02 0.02 2500 | 25 0.25 0.27 2900 | 45 0.45 0.72 3000 | 176 1.76 2.48 3100 | 4 0.04 2.52 3200 | 6 0.06 2.58 3250 | 108 1.08 3.66 3300 | 7 0.07 3.73 3400 | 1,138 11.38 15.11 3400.01 | 72 0.72 15.83 3500 | 196 1.96 17.79 3600 | 84 0.84 18.63 3750 | 29 0.29 18.92 3800 | 17 0.17 19.09 3900 | 128 1.28 20.37 3950 | 80 0.80 21.17 4000 | 155 1.55 22.72 4100 | 57 0.57 23.29 4200 | 22 0.22 23.51 4250 | 4 0.04 23.55 4300 | 93 0.93 24.48 4400 | 77 0.77 25.25 4500 | 345 3.45 28.70 4600 | 45 0.45 29.15 4650 | 11 0.11 29.26 4700 | 17 0.17 29.43 4750 | 27 0.27 29.70 4800 | 61 0.61 30.31 4900 | 371 3.71 34.02 4950 | 22 0.22 34.24 5000 | 164 1.64 35.88 5100 | 7 0.07 35.95 5200 | 6 0.06 36.01 5400 | 175 1.75 37.76 5500 | 357 3.57 41.33 5550 | 10 0.10 41.43 5700 | 101 1.01 42.44 5800 | 27 0.27 42.71 5900 | 308 3.08 45.79 6000 | 136 1.36 47.15 6100 | 14 0.14 47.29 6200 | 93 0.93 48.22 6350 | 3 0.03 48.25 6400 | 54 0.54 48.79 6500 | 86 0.86 49.65 6590 | 6 0.06 49.71 6600 | 2 0.02 49.73 6700 | 4,535 45.35 95.08 . | 492 4.92 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of overallstarrating variable in man_to_w2018 dataset : Overall | Star Rating | Freq. Percent Cum. ------------+----------------------------------- 2 | 9 0.09 0.09 2.5 | 229 2.29 2.38 3 | 448 4.48 6.86 3.5 | 3,613 36.13 42.99 4 | 4,394 43.94 86.93 4.5 | 873 8.73 95.66 5 | 70 0.70 96.36 . | 364 3.64 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of overallstarratingstr variable in man_to_w2018 dataset : Overall Star Rating | Freq. Percent Cum. ----------------------------+----------------------------------- | 1 0.01 0.01 2 Stars | 9 0.09 0.10 2.5 Stars | 229 2.29 2.39 3 Stars | 448 4.48 6.87 3.5 Stars | 3,613 36.13 43.00 4 Stars | 4,394 43.94 86.94 4.5 Stars | 873 8.73 95.67 5 Stars | 70 0.70 96.37 Not enough data available | 124 1.24 97.61 Plan too new to be measured | 239 2.39 100.00 ----------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 10 Sep 2018