crosstab_3way: weighted 3-way crosstabs

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

Description

crosstab_3way returns a tibble containing a weighted crosstab of two variables by a third variable

Usage

crosstab_3way(
  df,
  x,
  y,
  z,
  weight,
  remove = c(""),
  n = TRUE,
  pct_type = "row",
  format = "wide",
  unwt_n = FALSE
)

Arguments

df	The data source
x	The independent variable
y	The dependent variable
z	The second control 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.
pct_type	Controls the kind of percentage values returned. One of "row" or "cell."
format	one of "long" or "wide"
unwt_n	logical, if TRUE a column is added containing unweighted frequency counts

Details

Options include row or cell percentages. The tibble can be in long or wide format. These tables are ideal for use with small multiples created with ggplot2::facet_wrap.

Value

a tibble

Examples

crosstab_3way(df = illinois, x = sex, y = educ6, z = maritalstatus, weight = weight)
crosstab_3way(df = illinois, x = sex, y = educ6, z = maritalstatus, weight = weight,
format = "wide")

Example output

# A tibble: 6 x 9
  sex    maritalstatus    `LT HS`    HS `Some Col`    AA    BA `Post-BA`       n
  <fct>  <fct>              <dbl> <dbl>      <dbl> <dbl> <dbl>     <dbl>   <dbl>
1 Male   Married             8.63  29.9       17.2  7.99  21.8     14.4   2.80e7
2 Male   Widow/divorced/…   14.9   35.7       20.6  7.64  13.6      7.52  6.11e6
3 Male   Never Married      12.6   31.3       27.2  6.51  17.9      4.53  1.50e7
4 Female Married             7.01  30.5       18.0  9.25  22.5     12.7   2.70e7
5 Female Widow/divorced/…   17.7   35.2       20.2  8.37  11.4      7.19  1.25e7
6 Female Never Married      10.3   25.0       29.9  7.27  20.0      7.56  1.41e7
# A tibble: 6 x 9
  sex    maritalstatus    `LT HS`    HS `Some Col`    AA    BA `Post-BA`       n
  <fct>  <fct>              <dbl> <dbl>      <dbl> <dbl> <dbl>     <dbl>   <dbl>
1 Male   Married             8.63  29.9       17.2  7.99  21.8     14.4   2.80e7
2 Male   Widow/divorced/…   14.9   35.7       20.6  7.64  13.6      7.52  6.11e6
3 Male   Never Married      12.6   31.3       27.2  6.51  17.9      4.53  1.50e7
4 Female Married             7.01  30.5       18.0  9.25  22.5     12.7   2.70e7
5 Female Widow/divorced/…   17.7   35.2       20.2  8.37  11.4      7.19  1.25e7
6 Female Never Married      10.3   25.0       29.9  7.27  20.0      7.56  1.41e7

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