Takes one categorical variable and returns a tidy dataframe, including relative frequencies and absolute size of each group. The variable can be further segmented by another categorical variable. Can also take survey weights. Returns 95% confidence intervals.
Usage
stem_summarise_cat(
data,
item,
group = NULL,
weight = NULL,
long = FALSE,
collapse_item = NULL,
collapse_group = NULL,
return_n = FALSE
)Arguments
- data
Dataframe including variables to be analyzed
- item
Variable to be summarised
- group
Optional segmenting variable
- weight
Optional survey weights
- long
Returns data in long format. Useful if multiple dataframes are to be merged
- collapse_item
Named list. Optionally collapes (or renames) categories of the item variable
- collapse_group
Named list. Optionally collapes (or renames) categories of the group variable
- return_n
If
TRUE, returns absolute group sizes.
Examples
trust |> stem_summarise_cat(item = police,
group = eu,
weight = W,
collapse_item = list(Agree = c("Definitely Agree", "Rather Agree")))
#> # A tibble: 20 × 5
#> eu police freq freq_low freq_upp
#> <fct> <fct> <dbl> <dbl> <dbl>
#> 1 Definitely Agree Agree 0.733 0.608 0.830
#> 2 Definitely Agree Neither Agree nor Disagr… 0.104 0.0499 0.203
#> 3 Definitely Agree Rather Disagree 0.0846 0.0385 0.176
#> 4 Definitely Agree Definitely Disagree 0.0783 0.0277 0.202
#> 5 Rather Agree Agree 0.702 0.598 0.790
#> 6 Rather Agree Neither Agree nor Disagr… 0.197 0.127 0.293
#> 7 Rather Agree Rather Disagree 0.0320 0.0159 0.0632
#> 8 Rather Agree Definitely Disagree 0.0688 0.0261 0.169
#> 9 Neither Agree nor Disagree Agree 0.720 0.652 0.779
#> 10 Neither Agree nor Disagree Neither Agree nor Disagr… 0.152 0.109 0.208
#> 11 Neither Agree nor Disagree Rather Disagree 0.0720 0.0412 0.123
#> 12 Neither Agree nor Disagree Definitely Disagree 0.0555 0.0301 0.0999
#> 13 Rather Disagree Agree 0.750 0.663 0.821
#> 14 Rather Disagree Neither Agree nor Disagr… 0.146 0.0913 0.224
#> 15 Rather Disagree Rather Disagree 0.0436 0.0197 0.0937
#> 16 Rather Disagree Definitely Disagree 0.0606 0.0291 0.122
#> 17 Definitely Disagree Agree 0.685 0.543 0.800
#> 18 Definitely Disagree Neither Agree nor Disagr… 0.240 0.139 0.382
#> 19 Definitely Disagree Rather Disagree 0.0163 0.00228 0.108
#> 20 Definitely Disagree Definitely Disagree 0.0585 0.0183 0.172