/SF-Twitter-Sentiment-Map

Scrape tweets in SF, classify sentiment, see if people who tweet near public parks are happier

Primary LanguageR

SF-Twitter-Sentiment-Map

Synopsis

This project answers the following questions:

  1. How is the sentiment of tweets distributed about San Francisco?
  2. Are people (who tweet) happier near public parks?

File Structure

SF-Twitter-Sentiment-Map/

  • README.md
  • LICENSE
  • session-info.txt
  • .gitignore
  • code/
    • README.md
    • hashtag_script.R
    • point_pattern_analysis_script.R
    • inverse_distance_weighting_script.R
    • make_shapefiles_script.R
    • permutation_test_script.R
  • stream_script.R
  • mongo_script.R
  • plot_tweets_script.R
  • sentiment_script.R
  • data/
    • README.md
    • datasofar.csv
    • my_oauth.Rdata
  • images/
    • README.md
  • SF_Tweets_Plot.png
  • G_function.png
  • K_function.png
  • permutation_plot.png
  • idw_interpolation_plot.png buffer_plot1.png

Authors

  • Jared Wilber

Licenses

Software License

MIT (see License file)

Creative Commons License

The following license is for all media.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.