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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

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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 = ___(___, ___))
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