20RanText & sentiment

Pfizer vaccine tweets

I dropped every tweet with any missing field, cleaned the text, drew word clouds and summed VADER scores across the remaining 4,749 tweets.

What it printed in 2022

Cell # counts every cell from the top of the notebook, Markdown included, starting at 1.

Tweets about the Pfizer vaccine with user profile fields, from the tutorial author's data repository.

Tweets with user names and profiles. No tweet text or user detail is shown here.

Do not drop rows for missing location or hashtags. That threw away 41% of the tweets for reasons unrelated to sentiment.
Report the share of tweets in each label instead of summed scores.