Crime Rates Over Time
By Brian Walsh
May, 2021
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vaccinated <- nyt_search('vaccinated', n=2000)
as.data.frame(vaccine) -> vaccinedf
View(vaccinedf)
library(tidytext)
vaccinedf %>%
unnest_tokens(word, lead_paragraph) %>%
anti_join(stop_words) %>%
count(word, sort = TRUE) %>%
inner_join(get_sentiments('afinn'))
| word | n | value |
|---|---|---|
| crisis | 2 | -3 |
| warning | 2 | -3 |
| worse | 2 | -3 |
| advantage | 1 | 2 |
| care | 1 | 2 |
| cry | 1 | -1 |
| death | 1 | -2 |
| devastating | 1 | -2 |
| difficult | 1 | -1 |
| discard | 1 | -1 |
| envy | 1 | -1 |
| escape | 1 | -1 |
