crosstab: weighted crosstabs

In pollster: Calculate Crosstab and Topline Tables of Weighted Survey Data

Description

crosstab returns a tibble containing a weighted crosstab of two variables

Usage

crosstab(
  df,
  x,
  y,
  weight,
  remove = "",
  n = TRUE,
  pct_type = "row",
  format = "wide",
  unwt_n = FALSE
)

Arguments

df	The data source
x	The independent variable
y	The dependent variable
weight	The weighting variable
remove	An optional character vector of values to remove from final table (e.g. "refused"). This will not affect any calculations made. The vector is not case-sensitive.
n	logical, if TRUE numeric totals are included. They are included in a separate column for row and cell percentages, but in a separate row for wide format column percentages.
pct_type	Controls the kind of percentage values returned. One of "row," "cell," or "column."
format	one of "long" or "wide"
unwt_n	logical, if TRUE a column "unweighted_n" is included containing the unweighted frequency count. It is not available when pct_type is "column"

Details

Options include row, column, or cell percentages. The tibble can be in long or wide format.

Value

a tibble

Examples

crosstab(df = illinois, x = voter, y = raceethnic, weight = weight)
crosstab(df = illinois, x = voter, y = raceethnic, weight = weight, n = FALSE)

Example output

# A tibble: 2 x 6
  voter     White Black Hispanic Other         n
  <fct>     <dbl> <dbl>    <dbl> <dbl>     <dbl>
1 Voted      76.4  15.5     5.48  2.61 56230937.
2 Not voted  74.1  10.8    10.3   4.83 32070164.
# A tibble: 2 x 5
  voter     White Black Hispanic Other
  <fct>     <dbl> <dbl>    <dbl> <dbl>
1 Voted      76.4  15.5     5.48  2.61
2 Not voted  74.1  10.8    10.3   4.83

pollster documentation built on Aug. 25, 2020, 5:08 p.m.