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R-projects

Projects using programming langugage R

SeattleCrimes.md

The data for Seattle Crime Prediction project was retrieved from the city's website below:

https://data.seattle.gov/Public-Safety/Seattle-Police-Department-911-Incident-Response/3k2p-39jpv

R libraries used:

  • ggplot2 : plotting line graphs & heatmap
  • ggmaps : spatial visualization
  • maps : draw geographical maps

WineReviews.md

This Sentiment Analysis project was inspired by a dataset on wine reviews from data.world :

https://data.world/datafiniti/wine-beer-and-liquor-reviews

R libraries used:

  • tm : text mining
  • SnowballC : word stemming
  • caTools : moving window statistics
  • rpart : classification & regression trees
  • rpart.plot : plotting classification & regression trees
  • randomForest : random forests

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