cluster_tweets |
Cluster tweets on an interactive map |
filter_tweets |
Filter tweets |
find_lda |
Find best LDA model |
find_stm |
Find best STM/CTM |
fit_ctm |
Fit CTM (Correlated topic model) |
fit_lda |
Fit LDA Topic Model |
fit_stm |
Fit STM (Structural topic model) |
get_tweets |
Sample tweets by streaming or searching |
lda_distribution |
View distribution of fitted LDA Models |
lda_hashtags |
View Documents (hashtags) heavily associated with topics |
lda_terms |
View Terms heavily associated with each topic |
load_tweets |
Converts Twitter stream data (JSON file) into parsed data frame |
plot_hashtag |
Plot tweets containing certain hashtag |
plot_tweets |
Plot tweets on a static map |
pool_tweets |
Prepare Tweets for topic modeling by pooling |
predict_lda |
Predict topics of tweets using fitted LDA model |
to_ldavis |
Create interactive visualization with LDAvis |