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Projects

Ongoing data exploration & analysis projects

  • Spotify: data exploration of U.S. Spotify top 200 most streamed songs. Looks at number of top ranking artists, length of stay in top 200, seasonal trends, differences in streaming volatility. R.
  • House Campaign Money: data exploration of U.S. House + Senate campaign finance disclosures for 2015-2016. Logit regression of election probabilities. Python.
  • Wine Reviews: data exploration of wine reviews from WineEnthouasiast. KNN wine-variety classifier. Python.
  • Quick Plots: comparing makeup brand's highlighters' foundating range, looking at change in housing prices in the U.S., etc. R.
  • Oscar Prediction Model: predicting the Oscars! includes sample code & on the record predictions for the 2019 & 2020 Oscars. R.
  • 2020 Presidential Election Prediction Model: predicting the winner of each State for the 2020 U.S. Presidential election. includes data collection & model preparation code & on the record predictions. R.