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1. npr-roadtrip-map npr-roadtrip-map Public

   Shiny App of NPR stations. Includes mapping tool to find stations along a route.

   R 1

2. donation-prediction donation-prediction Public

   Binary classification to predict donor vs. non-donor & regression to prediction donation amount. Logistic regression, QDA, LDA, Random Forests, SVMs, Bagging, Boosting, Ridge Regression

3. market-segmentation market-segmentation Public

   Unsupervised learning using K-Means, Hierarchical, and PAM clustering to establish meaningful marketing segments.

   R 1

4. spam-prediction spam-prediction Public

   Logistic Regression, SVMs, and Random Forest to identify spam with minimal fall-out.

5. conjoint-analysis conjoint-analysis Public

   Choice-based conjoint analysis and choice modeling using R.

   R 1 2

6. trump-tweets trump-tweets Public

   R code used to retrieve @realdonaldtrump tweet text from Twitter API. Used to maintain interactive data viz at https://goo.gl/6qSqYF

   R