Counting by product and reordering
tidy_twitter has been tokenized and stop words, including custom stop words, have been removed. You would like to visualize the differences in word counts based on complaints and non-complaints.
This exercise is part of the course
Introduction to Text Analysis in R
Exercise instructions
- Count words by whether or not its a complaint.
- Keep the top 20 words by whether or not its a complaint.
- Ungroup before reordering word as a factor by the count.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
word_counts <- tidy_twitter %>%
# Count words by whether or not its a complaint
___(___, ___) %>%
# Group by whether or not its a complaint
group_by(___) %>%
# Keep the top 20 words
___(___, ___) %>%
# Ungroup before reordering word as a factor by the count
___() %>%
___(word2 = ___(___, ___))