#' Short version of the Ames housing data
#'
#' This is a shortened version of the Ames housing data, train set
#'
#' @docType data
#'
#' @usage data("ames_de_train")
#'
#'
#' @format A data frame containing 800 rows and 11 columns
#' \describe{
#' \item{id}{id}
#' \item{preis}{price}
#' \item{wohflaeche}{size}
#' \item{grundstuecksflaeche}{lot size}
#' \item{badezimmer}{number of bath rooms}
#' \item{schlafzimmer}{number of rooms}
#' \item{baujahr}{jear built}
#' \item{garage}{car garage included?}
#' \item{kamin}{Fireplace included?}
#' \item{umbau}{Has the house been renovated?}
#' \item{pool}{Swimming pool included}
#' }
#' @details A codebook can be found here: \url{https://support.minitab.com/en-us/datasets/predictive-analytics-data-sets/ames-housing-data/} or here: \url{http://jse.amstat.org/v19n3/decock/DataDocumentation.txt}.
#'
#' @source Please cite this dataset as: 'De Cock, D. 2011.
#' “Ames, Iowa: Alternative to the Boston Housing Data as an End of Semester Regression Project.”
#' Journal of Statistics Education 19 (3).'
"ames_de_train"
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