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  1. va.ies <- structure(list(cand_id = c("S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142", "S2VA00142",), year = c("2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012", "2012"), mast_name = c("2012_1", "2012_116", "2012_12", "2012_13", "2012_143", "2012_32","AMERICAN FEDERATION OF STATE COUNTY AND MUNICIPAL EMPLOYEES AFL-CIO", "AMERICAN FEDERATION OF TEACHERS, AFL-CIO", "BROTHERHOOD OF LOCOMOTIVE ENGINEERS AND TRAINMEN", "DEMOCRATIC PARTY OF VIRGINIA", "DEMOCRATIC SENATORIAL CAMPAIGN COMMITTEE", "ENVIRONMENT AMERICA ACTION FUND", "ENVIRONMENT AMERICA VOTER ACTION", "FAIR SHARE ACTION", "FAIR SHARE ALLIANCE INC", "FREEDOMWORKS FOR AMERICA", "INTERNATIONAL ASSOCIATION OF FIRE FIGHTERS", "INTERNATIONAL ASSOCIATION OF FIREFIGHTERS INTERESTED IN REGISTRATION AND EDUCATION PAC", "INTERNATIONAL UNION OF OPERATING ENGINEERS", "LABORERS' INTERNATIONAL UNION OF NORTH AMERICA", "LCV VICTORY FUND", "LEAGUE OF CONSERVATION VOTERS INC", "LOCAL 32BJ S E I U AFL-CIO", "MAJORITY PAC", "NATIONAL ASSOCIATION OF LETTER CARRIERS", "NATIONAL EDUCATION ASSOCIATION", "NEW VIRGINIA PAC", "PLANNED PARENTHOOD ACTION FUND INC", "PLANNED PARENTHOOD IN VIRGINIA PAC", "PLANNED PARENTHOOD VOTES", "SEIU COPE (SERVICE EMPLOYEES INTERNATIONAL UNION COMMITTEE ON POLITICAL EDUCATION)", "SERVICE EMPLOYEES INTERNATIONAL UNION", "SERVICE EMPLOYEES INTERNATIONAL UNION PEA-FEDERAL", "SIERRA CLUB POLITICAL COMMITTEE", "THE VOICES OF THE AMERICAN FEDERATION OF GOVERNMENT EMPLOYEES", "UAW NATIONAL CAP", "UNITED BROTHERHOOD OF CARPENTERS AND JOINERS", "UNITED FOOD AND COMMERCIAL WORKERS UNION, LOCAL 400", "UNITED STEEL, PAPER AND FORESTRY, RUBBER, MANUFACTURING, ENERGY, ALLIED INDUSTRIAL AND SER", "VOTE KIDS ACTION FUND", "WORKERS' VOICE", "WORKING AMERICA", "WORKING FOR WORKING AMERICANS - FEDERAL", "2012_15", "2012_17", "2012_2", "2012_5", "AMERICAN CROSSROADS", "ENDING SPENDING ACTION FUND", "FAITH FAMILY FREEDOM FUND", "FOCUS ON THE FAMILY ACTION", "FREEDOMWORKS FOR AMERICA", "INDEPENDENCE VIRGINIA PAC", "NATIONAL REPUBLICAN SENATORIAL COMMITTEE", "NATIONAL RIFLE ASSOCIATION INSTITUTE FOR LEGISLATIVE ACTION", "SUSAN B ANTHONY LIST INC", "WOMEN SPEAK OUT PAC", "WORKERS' VOICE"), type.spend = structure(c(3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L), class = "factor", .Label = c("prim_for", "prim_ag", "gen_for", "gen_ag")), total = c(125, 53657, 2736, 1335, 474, 22812, 14881, 41080, 3181, 25168, 911633, 220847, 185, 51, 53, 2500, 10302, 9810, 1421, 5018, 7442, 1538, 2911, 773792, 1380, 12667, 32036, 15888, 2218, 113849, 79795, 21872, 796536, 320, 33333, 13326, 615, 1000, 2853, 16000, 73132, 44319, 1195, 4425717, 288198,10852234, 297407, 728650, 134950, 41000, 5317, 113692, 4921410, 5768873, 350034, 77831, 27751, 1395), race = c("S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012",
  2. "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012",
  3. "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012",
  4. "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012",
  5. "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012",
  6. "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012", "S2VA00_2012",
  7. "S2VA00_2012", "S2VA00_2012")), .Names = c("cand_id", "year",
  8. "mast_name", "type.spend", "total", "race"), sorted = c("cand_id",
  9. "year"), class = c("data.table", "data.frame"), row.names = c(NA,
  10. -58L))
  11.  
  12. cands.va <- structure(list(election = c("fdfd2012", "fdfd2012"), cycle = c("2012",
  13. "2012"), fecyear = c("2012", "2012"), Cand.ID = c("S2VA00142",
  14. "S8VA00214"), FEC.ID = c("C00495358", "C00492462"), NID = c("N00033177",
  15. "N00009957"), ICPSR = c("S2VA001422012", "291482012"), ICPSR2 = c("41305",
  16. "29148"), bonica.rid = c("cand105168", "cand1236"), bonica.cid = structure(c(1.9922146399614e-314,
  17. 1.96045722918673e-314), class = "integer64"), name = c("kaine, timothy michael",
  18. "allen, george"), lname = c("kaine", "allen"), ffname = c("timothy michael",
  19. "george"), fname = c("timothy", "george"), mname = c("michael",
  20. ""), nname = c("", ""), title = c("", ""), suffix = c("", ""),
  21. party = c("100", "200"), state = c("VA", "VA"), seat = c("federal:senate",
  22. "federal:senate"), district = c("VAS12", "VAS12"), Incum.Chall = c("I",
  23. "O"), recipient.cfscore = c(-1.07, 0.958), contributor.cfscore = c(-0.937,
  24. -0.415), recipient.cfscore.dyn = c(-1.155, 1.036), dwnom1 = c(-0.229,
  25. 0.412), dwnom2 = c(-0.297, -0.062), ps.dwnom1 = c(NA_real_,
  26. NA_real_), ps.dwnom2 = c(NA_real_, NA_real_), dwdime = c(-0.267,
  27. 0.436), irt.cfscore = c(NA, 1.263), num.givers = c(13627L,
  28. 5362L), num.givers.total = c(14932L, 14462L), n.data.points.personal.donations = c(40L,
  29. 9L), n.data.points.personal.donations.unq = c(40L, 9L), cand.gender = c("M",
  30. "M"), total.disbursements = c(17918247, 14221931), total.pc.contribs = c(44100,
  31. 46125), contribs.from.candidate = c(0, 264605), unitemized = c(3059101,
  32. 1905119), non.party.ind.exp.for = c(0, 0), non.party.ind.exp.against = c(0L,
  33. 0L), ind.exp.for = c(0, 0), ind.exp.against = c(0L, 0L),
  34. comm.cost.for = c(0L, 0L), comm.cost.against = c(0L, 0L),
  35. party.coord.exp = c(0, 0), party.ind.exp.against = c(0, 0
  36. ), total.receipts = c(18045722, 14352593), total.indiv.contrib = c(16084516,
  37. 11225928), total.pac.contribs = c(1263042, 1987156), ran.primary = c("1",
  38. "1"), ran.general = c("1", "1"), p.elec.stat = c("W", "W"
  39. ), s.elec.stat = c("", ""), r.elec.stat = c("", ""), gen.elec.stat = c("W",
  40. "L"), gen.elect.pct = c(" 52", " 47"), winner = c("W", "L"
  41. ), district.partisanship = c(NA_real_, NA_real_), district.pres.vs = c(0.52,
  42. 0.52), candStatus = c("C", "C"), recipient.type = c("cand",
  43. "cand"), igcat = c("", ""), comtype = c("S", "S"), nimsp.party = c("",
  44. ""), nimsp.candidate.ICO.code = c("", ""), nimsp.district = c("",
  45. ""), nimsp.office = c("", ""), nimsp.candidate.status = c("",
  46. ""), before.switch.ICPSR = c("", ""), after.switch.ICPSR = c("",
  47. ""), party.orig = c("100", "200")), .Names = c("election",
  48. "cycle", "fecyear", "Cand.ID", "FEC.ID", "NID", "ICPSR", "ICPSR2",
  49. "bonica.rid", "bonica.cid", "name", "lname", "ffname", "fname",
  50. "mname", "nname", "title", "suffix", "party", "state", "seat",
  51. "district", "Incum.Chall", "recipient.cfscore", "contributor.cfscore",
  52. "recipient.cfscore.dyn", "dwnom1", "dwnom2", "ps.dwnom1", "ps.dwnom2",
  53. "dwdime", "irt.cfscore", "num.givers", "num.givers.total", "n.data.points.personal.donations",
  54. "n.data.points.personal.donations.unq", "cand.gender", "total.disbursements",
  55. "total.pc.contribs", "contribs.from.candidate", "unitemized",
  56. "non.party.ind.exp.for", "non.party.ind.exp.against", "ind.exp.for",
  57. "ind.exp.against", "comm.cost.for", "comm.cost.against", "party.coord.exp",
  58. "party.ind.exp.against", "total.receipts", "total.indiv.contrib",
  59. "total.pac.contribs", "ran.primary", "ran.general", "p.elec.stat",
  60. "s.elec.stat", "r.elec.stat", "gen.elec.stat", "gen.elect.pct",
  61. "winner", "district.partisanship", "district.pres.vs", "candStatus",
  62. "recipient.type", "igcat", "comtype", "nimsp.party", "nimsp.candidate.ICO.code",
  63. "nimsp.district", "nimsp.office", "nimsp.candidate.status", "before.switch.ICPSR",
  64. "after.switch.ICPSR", "party.orig"), class = c("data.table",
  65. "data.frame"), row.names = c(NA, -2L))
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