#'
#' Statewide Presidential Primaries Polling Data
#'
#' Loads clean version of presidential primaries polling data into the environment. This dataset includes polling data and elections outcomes for presidential primaries in 2000, 2004, 2008, 2012, and 2016.
#' @usage data(vote_pres_primaries)
#'
#' @format
#' Data are structured as one observation per poll.
#' Variables include:
#' \describe{
#' \item{year}{Year of election}
#' \item{race}{Type of election race}
#' \item{state}{State abbreviation}
#' \item{pollster}{Organization conducingthe poll and weighting}
#' \item{sample_size}{The number of respondents who completed the poll}
#' \item{election date}{The date of the primary election}
#' \item{winner}{The name of the winning candidate}
#' \item{winner_pct}{The percentage of respondents supporting the winning candidate}
#' \item{runnerup}{The name of the runner up (second place) candidate}
#' \item{runnerup_pct}{The percentage of respondents supporting the runner up (second place) candidate}
#' \item{moe}{Reported margin of error for the surveys; calculated as the sample proportion of respondents supporting the Democratic candidate in unreported (commonly unreported for internet surveys) }
#' \item{poll_margin}{Poll margin between candidates, calculated as (dem_poll-rep_poll)}
#' \item{poll_vote_margin}{Difference between the poll margin and vote margin, calculated as ((dem_poll-rep_poll)-(dem_vote-rep_vote))}
#' \item{error_on_margin}{Error on poll-vote margin, calculated as the absolute value of ((dem_poll-rep_poll)-(dem_vote-rep_vote))}
#' \item{vote_margin}{Difference between Democrat and Republican vote, calculated as (dem_vote-rep_vote)}
#' \item{winner_projected}{Indicator that the poll correctly predicted the winner: 1=yes, 0=no}
#' }
#'
#' @details
#' These data were cleaned for the purpose of Data Science 1000 in the following way: variables with substantial missing data were removed (for example, if a variable was not reported in most years), and the margin of error was calculated where unreported using the sample proportion of respondents supporting the winning candidate.
#'
#' @source
#' The historical data comes from three sources. General election data (national presidential, statewide presidential, senate, and governor) prior to 2012 are from the National Council on Public Polls (http://www.ncpp.org/) website. National and Statewide presidential polls in 2016 are from the 2016 AAPOR Task Force on Pre-Election polls, as are the primary polls from 2000, 2004, 2008, and 2012. Data for the 2018 Midterm Elections was collected by a task force created in 2018 at the request of AAPOR Council President David Dutwin consisting of Evans Witt (PSRAI), Scott Clement (Washington Post) and Ariel Edwards-Levy (Huffington Post).
#'
#' @examples
#' # Run descriptive statistics on the data:
#' #hist(moe)
#' #table(winner)
#' #mean(sample_size)
"vote_pres_primaries"
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