Created
November 13, 2018 16:29
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This is just a reprex of a thing that I couldn't replicate on Stack Overflow https://stackoverflow.com/questions/34860535/how-to-use-dplyr-to-generate-a-frequency-table/34860724
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library(tidyverse) | |
#> Warning: package 'tidyverse' was built under R version 3.4.4 | |
#> -- Attaching packages ----------------------------------------------------------------------------------------------- tidyverse 1.2.1 -- | |
#> v ggplot2 3.0.0 v purrr 0.2.4 | |
#> v tibble 1.4.2 v dplyr 0.7.6 | |
#> v tidyr 0.8.1 v stringr 1.3.0 | |
#> v readr 1.1.1 v forcats 0.3.0 | |
#> Warning: package 'ggplot2' was built under R version 3.4.4 | |
#> Warning: package 'tibble' was built under R version 3.4.4 | |
#> Warning: package 'readr' was built under R version 3.4.4 | |
#> Warning: package 'purrr' was built under R version 3.4.4 | |
#> Warning: package 'dplyr' was built under R version 3.4.4 | |
#> Warning: package 'stringr' was built under R version 3.4.4 | |
#> Warning: package 'forcats' was built under R version 3.4.4 | |
#> -- Conflicts -------------------------------------------------------------------------------------------------- tidyverse_conflicts() -- | |
#> x dplyr::filter() masks stats::filter() | |
#> x dplyr::lag() masks stats::lag() | |
x = "RespondentID Color Gender | |
1 1503 Red F | |
2 1653 NA M | |
3 1982 Red F | |
4 4862 Red NA | |
15 4880 Blue M" | |
df = read.table(text = x, header = TRUE) | |
gather(df, "var", "value", -RespondentID) %>% | |
count(var, value) %>% | |
mutate(prop = prop.table(n)) | |
#> Warning: attributes are not identical across measure variables; | |
#> they will be dropped | |
#> Warning: package 'bindrcpp' was built under R version 3.4.4 | |
#> # A tibble: 6 x 4 | |
#> var value n prop | |
#> <chr> <chr> <int> <dbl> | |
#> 1 Color Blue 1 0.1 | |
#> 2 Color Red 3 0.3 | |
#> 3 Color <NA> 1 0.1 | |
#> 4 Gender F 2 0.2 | |
#> 5 Gender M 2 0.2 | |
#> 6 Gender <NA> 1 0.1 |
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