senaterace10 <- structure(list(id = c(2, 11, 14, 24, 30, 85, 94, 100, 103, 130, 145, 149, 153, 154, 174, 185, 192, 197, 204, 216, 265, 281, 286, 307, 308, 338, 352, 355, 375, 382, 389, 413, 421, 467, 472, 485, 495, 500), state = c("Alabama", "Alaska", "Arizona", "Arkansas", "California", "Colorado", "Connecticut", "Delaware", "Florida", "Georgia", "Hawaii", "Idaho", "Illinois", "Illinois", "Indiana", "Iowa", "Kansas", "Kentucky", "Louisiana", "Maryland", "Missouri", "Nevada", "New Hampshire", "New York", "New York", "North Carolina", "North Dakota", "Ohio", "Oklahoma", "Oregon", "Pennsylvania", "South Carolina", "South Dakota", "Utah", "Vermont", "Washington", "West Virginia", "Wisconsin"), abbr = c("AL", "AK", "AZ", "AR", "CA", "CO", "CT", "DE", "FL", "GA", "HI", "ID", "IL", "IL", "IN", "IA", "KS", "KY", "LA", "MD", "MO", "NV", "NH", "NY", "NY", "NC", "ND", "OH", "OK", "OR", "PA", "SC", "SD", "UT", "VT", "WA", "WV", "WI"), name1 = c("Richard Shelby", "Total Write-In", "John McCain", "John Boozman", "Barbara Boxer", "Michael Bennet", "Richard Blumenthal", "Christopher Coons", "Marco Rubio", "Johnny Isakson", "Daniel Inouye", "Mike Crapo", "Mark Kirk", "Mark Kirk", "Dan Coats", "Chuck Grassley", "Jerry Moran", "Rand Paul", "David Vitter", "Barbara Mikulski", "Roy Blunt", "Harry Reid", "Kelly Ayotte", "Charles Schumer", "Kirsten Gillibrand", "Richard Burr", "John Hoeven", "Rob Portman", "Tom Coburn", "Ron Wyden", "Pat Toomey", "Jim DeMint", "John Thune", "Mike Lee", "Patrick Leahy", "Patty Murray", "Joe Manchin", "Ron Johnson" ), perc1 = c(65, 41, 59, 58, 52, 48, 55, 57, 49, 58, 75, 71, 48, 47, 55, 65, 70, 56, 57, 62, 54, 50, 60, 65, 62, 55, 76, 57, 71, 57, 51, 62, NA, 62, 64, 52, 53, 52), party1 = c("Republican", "Other: No Party Designation", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Democrat", "Republican", "Republican", "Republican", "Republican", "Republican", "Republican", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Democrat", "Republican", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Republican"), votes1 = c(964329, 83201, 926372, 447562, 4286722, 799072, 627085, 173900, 2615262, 1462823, 276928, 318704, 1765594, 1663098, 950244, 714667, 578768, 755061, 715304, 1055387, 1051495, 361655, 272703, 2710735, 2519806, 1448003, 181409, 2125555, 716347, 775569, 1995026, 792133, 0, 360130, 148444, 1172924, 280771, 1125637), name2 = c("William Barnes", "Joe Miller", "Rodney Glassman", "Blanche Lincoln", "Carly Fiorina", "Ken Buck", "Linda McMahon", "Christine O'Donnell", "Charlie Crist", "Michael Thurmond", "Cam Cavasso", "Tom Sullivan", "Alexi Giannoulias", "Alexi Giannoulias", "Brad Ellsworth", "Roxanne Conlin", "Lisa Johnston", "Jack Conway", "Charlie Melancon", "Eric Wargotz", "Robin Carnahan", "Sharron Angle", "Paul Hodes", "Jay Townsend", "Joseph DioGuardi", "Elaine Marshall", "Tracy Potter", "Lee Fisher", "Jim Rogers", "Jim Huffman", "Joe Sestak", "Alvin Greene", "", "Sam Granato", "Len Britton", "Dino Rossi", "John Raese", "Russ Feingold"), perc2 = c(35, 34, 35, 37, 43, 47, 43, 40, 30, 39, 22, 25, 46, 46, 40, 33, 26, 44, 38, 36, 41, 45, 37, 33, 36, 43, 22, 39, 26, 39, 49, 28, 0, 33, 31, 48, 43, 47), party2 = c("Democrat", "Republican", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Independent", "Democrat", "Republican", "Democrat", "Democrat", "Democrat", "Democrat", "Democrat", "Democrat", "Democrat", "Democrat", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Democrat", "Republican", "Democrat", "Democrat", "", "Democrat", "Republican", "Republican", "Republican", "Democrat"), votes2 = c(513540, 69762, 540904, 284362, 3534879, 783426, 493158, 123025, 1588821, 986338, 79830, 111924, 1694093, 1617000, 695859, 368202, 215270, 598885, 476423, 619204, 785719, 320996, 166538, 1365439, 1455183, 1131305, 52854, 1447848, 265519, 534362, 1916703, 358276, 0, 191657, 71273, 1088828, 227960, 1020860), name3 = c("", "Scott McAdams", "", "", "", "", "", "", "Kendrick Meek", "Chuck Donovan", "", "", "LeAlan Jones", "LeAlan Jones", "", "", "", "", "", "", "", "None of these candidates", "", "", "", "", "", "", "Stephen Wallace", "", "", "Tom Clements", "", "Scott Bradley", "", "", "Jesse Johnson", ""), perc3 = c(0, 24, 0, 0, 0, 0, 0, 0, 20, 3, 0, 0, 3, 4, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 2, 0, 0, 9, 0, 6, 0, 0, 2, 0), party3 = c("", "Democrat", "", "", "", "", "", "", "Democrat", "Other: Libertarian", "", "", "Other: Green", "Other: Green", "", "", "", "", "", "", "", "Other: No Party Designation", "", "", "", "", "", "", "Independent", "", "", "Other: Green", "", "Other: Constitution", "", "", "Other: Mountain Party", ""), votes3 = c(0, 48034, 0, 0, 0, 0, 0, 0, 1076028, 67739, 0, 0, 116685, 128486, 0, 0, 0, 0, 0, 0, 0, 16174, 0, 0, 0, 0, 0, 0, 25047, 0, 0, 118952, 0, 33062, 0, 0, 10048, 0), name4 = c("", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "Scott Ashjian", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""), perc4 = c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0), party4 = c("", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "Other: Tea Party", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""), votes4 = c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5805, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0), name5 = c("", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""), perc5 = c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0), party5 = c("", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""), votes5 = c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), row.names = c(NA, -38L ), class = c("tbl_df", "tbl", "data.frame"))