Visualize top terms for each topic

This function creates a bar plot of the top terms for each topic.

Usage

plot_topic_terms(model_output, n = 10)

Arguments

model_output

The output from model_topics function

n

The number of top terms to visualize for each topic

Value

A ggplot object representing the bar plot of top terms for each topic.

Examples

# \donttest{
# Create a temporary file with sample book IDs
temp_file <- tempfile(fileext = ".txt")
writeLines(c("1420", "2767052", "10210"), temp_file)

# Scrape reviews
reviews <- scrape_reviews(temp_file, num_reviews = 10, use_parallel = FALSE)
#> Total book IDs to process: 3
#> 2024-10-25 03:02:15.432946 scrape_goodreads_reviews: Completed! All book reviews extracted
#> Scraping run time = 8.97798633575439
#> Total books processed: 3

# Model topics
topic_results <- model_topics(reviews, num_topics = 2, num_terms = 5, english_only = TRUE)
#> Topic 1:  
#> love, jane, time, read, one 
#> 
#> Topic 2:  
#> fuck, hamlet, book, katniss, get 
#> 

# Visualize top terms for each topic
plot_topic_terms(topic_results, n = 5)


# Clean up: remove the temporary file
file.remove(temp_file)
#> [1] TRUE
# }