R/holland.R

In Rkabacoff/factorAnalysis: Principal Components, Factor Analysis, and Clustering Tools

#' @title
#' Holland Occupational Themes
#'
#' @description
#' RIASEC/Holland Code test
#'
#' @details
#' This is a nonrandom subset of the larger online data collected
#' between 2015-2018.
#' The sample has been restricted to a US sample with the most commonly
#' identified majors and religions. Not all variables were selected.
#'
#' The RIASEC has 48 items, rated on a 1-5 scale of how much they would
#' like to perform that task, with the labels 1=Dislike, 3=Neutral, 5=Enjoy.
#' The form 6 scales:
#' \describe{
#' \item{Realistic}{Doer - prefers technical, outdoor and athletic pursuits}
#' \item{Investigative}{Thinker - prefers scientific, research and intellectual pursuits}
#' \item{Artistic}{Creator - prefers creative, imaginative and intuitive pursuits}
#' \item{Social}{Helper - prefers helping, and developing and interpersonal pursuits}
#' \item{Enterprising}{Persuader - prefers leadership, influencing and persuasive pursuits}
#' \item{Conventional}{Organizer - prefers data management, numerical and organizational pursuits}
#' }
#'
#' TIPI1 through TIPI10 are the Ten Item Personality Inventory
#' (see Gosling, S. D., Rentfrow, P. J., & Swann, W. B., Jr. (2003).
#' A Very Brief Measure of the Big Five Personality Domains.
#' Journal of Research in Personality, 37, 504-528.).
#'
#' The TIPI items were rated "I see myself as:" _____ from
#' 1 = Disagree strongly to 7=Agree strongly.
#'
#' @source
#' Dataset obtained from the
#' \href{https://openpsychometrics.org/_rawdata/}{Open-Source Psychometrics Project}.
#'
#'
#' @format A data frame with 18231 rows and 68 variables:
#' \describe{
#'  \item{\code{R1}}{Test the quality of parts before shipment}
#'  \item{\code{R2}}{Lay brick or tile}
#'  \item{\code{R3}}{Work on an offshore oil-drilling rig}
#'  \item{\code{R4}}{Assemble electronic parts}
#'  \item{\code{R5}}{Operate a grinding machine in a factory}
#'  \item{\code{R6}}{Fix a broken faucet}
#'  \item{\code{R7}}{Assemble products in a factory}
#'  \item{\code{R8}}{Install flooring in houses}
#'  \item{\code{I1}}{Study the structure of the human body}
#'  \item{\code{I2}}{Study animal behavior}
#'  \item{\code{I3}}{Do research on plants or animals}
#'  \item{\code{I4}}{Develop a new medical treatment or procedure}
#'  \item{\code{I5}}{Conduct biological research}
#'  \item{\code{I6}}{Study whales and other types of marine life}
#'  \item{\code{I7}}{Work in a biology lab}
#'  \item{\code{I8}}{Make a map of the bottom of an ocean}
#'  \item{\code{A1}}{Conduct a musical choir}
#'  \item{\code{A2}}{Direct a play}
#'  \item{\code{A3}}{Design artwork for magazines}
#'  \item{\code{A4}}{Write a song}
#'  \item{\code{A5}}{Write books or plays}
#'  \item{\code{A6}}{Play a musical instrument}
#'  \item{\code{A7}}{Perform stunts for a movie or television show}
#'  \item{\code{A8}}{Design sets for plays}
#'  \item{\code{S1}}{Give career guidance to people}
#'  \item{\code{S2}}{Do volunteer work at a non-profit organization}
#'  \item{\code{S3}}{Help people who have problems with drugs or alcohol}
#'  \item{\code{S4}}{Teach an individual an exercise routine}
#'  \item{\code{S5}}{Help people with family-related problems}
#'  \item{\code{S6}}{Supervise the activities of children at a camp}
#'  \item{\code{S7}}{Teach children how to read}
#'  \item{\code{S8}}{Help elderly people with their daily activities}
#'  \item{\code{E1}}{Sell restaurant franchises to individuals}
#'  \item{\code{E2}}{Sell merchandise at a department store}
#'  \item{\code{E3}}{Manage the operations of a hotel}
#'  \item{\code{E4}}{Operate a beauty salon or barber shop}
#'  \item{\code{E5}}{Manage a department within a large company}
#'  \item{\code{E6}}{Manage a clothing store}
#'  \item{\code{E7}}{Sell houses}
#'  \item{\code{E8}}{Run a toy store}
#'  \item{\code{C1}}{Generate the monthly payroll checks for an office}
#'  \item{\code{C2}}{Inventory supplies using a hand-held computer}
#'  \item{\code{C3}}{Use a computer program to generate customer bills}
#'  \item{\code{C4}}{Maintain employee records}
#'  \item{\code{C5}}{Compute and record statistical and other numerical data}
#'  \item{\code{C6}}{Operate a calculator}
#'  \item{\code{C7}}{Handle customers' bank transactions}
#'  \item{\code{C8}}{Keep shipping and receiving records}
#'   \item{\code{TIPI1}}{Extraverted, enthusiastic.}
#'   \item{\code{TIPI2}}{Critical, quarrelsome.}
#'   \item{\code{TIPI3}}{Dependable, self-disciplined.}
#'   \item{\code{TIPI4}}{Anxious, easily upset.}
#'   \item{\code{TIPI5}}{Open to new experiences, complex.}
#'   \item{\code{TIPI6}}{Reserved, quiet.}
#'   \item{\code{TIPI7}}{Sympathetic, warm.}
#'   \item{\code{TIPI8}}{Disorganized, careless.}
#'   \item{\code{TIPI9}}{Calm, emotionally stable.}
#'   \item{\code{TIPI10}}{Conventional, uncreative.}
#'   \item{\code{education}}{factor. How much education have you completed?}
#'   \item{\code{urban}}{factor. What type of area did you live when you were a child?}
#'   \item{\code{gender}}{factor. What is your gender?}
#'   \item{\code{age}}{integer. Age in years.}
#'   \item{\code{hand}}{factor. What hand do you use to write with?}
#'   \item{\code{religion}}{factor. What is your religion?}
#'   \item{\code{voted}}{factor. Have you voted in a national election in the past year?}
#'   \item{\code{married}}{factor. What is your marital status?.}
#'   \item{\code{familysize}}{integer. Including you, how many children did your mother have?}
#'   \item{\code{major}}{factor. If you attended a university, what was your major?}
#' }
#' @examples
#' summary(holland)
"holland"