Performs EDA of text features

Works well with Rmarkdown. Its highly recommended to use code-chunk option results='asis' to make use of the markdown syntax

  • identifies text columns if not already specified

  • prints the summary statistics of character length

  • plots the distribution of character length

  • prints the summary statistics of word count

  • plots the distribution of word count

  • plots the word cloud

  • plots a bar plot of top 10 words

  • plot a word cloud of bigrams

  • plot a bar plot of top 10 bigrams

explore_text_columns(df, text_cols = vector(mode = "character"))

Arguments

df

dataframe: dataset
text_cols

vector of text column names

Value

a list of results and plots

Details

Find a more detailed example here

Examples

results <- explore_text_columns(cars)

#> 
#> 
#> Could not identify any text column. Please pass the text column(s) when calling the function
#>