Display the association table for a specific variable in a clean format
Source:R/get_association_models.R
format_association_table.RdThis function was built specifically to provide an easy way to display the
tables nested in the output of get_association_models() in a clean format.
It is really not meant to be used outside of this context and it requires
specific columns, so it is not likely to work with many other data frames.
Arguments
- df
A tibble containing the association table in a nested
tablecolumn, typically the result ofget_association_models().- variable
A character string specifying the variable for which to format the table. For the output of
get_association_models(), this should be one of"Education","Field", or"Occupation".
Value
A table formatted with knitr::kable(), ready to be displayed.
Examples
df_associations <- get_association_models(study_data, group)
format_association_table(df_associations, "Education")
#> # A tibble: 6 × 3
#> Education Control Aphantasic
#> <fct> <int> <int>
#> 1 Other 5 4
#> 2 Upper secondary 1 0
#> 3 Post-secondary 9 5
#> 4 Bachelor 17 17
#> 5 Master 17 16
#> 6 Doctorate 2 3
format_association_table(df_associations, "Field")
#> # A tibble: 11 × 3
#> Field Control Aphantasic
#> <fct> <int> <int>
#> 1 Generic programmes 4 4
#> 2 Education 1 1
#> 3 Arts, humanities 9 12
#> 4 Social sciences, journalism, information 11 4
#> 5 Business, Administration, Law 10 8
#> 6 Natural sciences, mathematics, statistics 6 4
#> 7 Information, communication technologies 4 4
#> 8 Engineering, manufacturing, construction 3 3
#> 9 Agriculture, forestry, fisheries, veterinary 1 1
#> 10 Health and Welfare 2 3
#> 11 Services 0 1
format_association_table(df_associations, "Occupation")
#> # A tibble: 9 × 3
#> Occupation Control Aphantasic
#> <fct> <int> <int>
#> 1 No answer 1 1
#> 2 Unemployed 1 1
#> 3 Student 20 12
#> 4 Science and Engineering 2 4
#> 5 Health 2 6
#> 6 Teaching 4 3
#> 7 Business, Administration 9 10
#> 8 Information, Communications 8 6
#> 9 Social, Cultural, Legal 4 2