Home
About You
Introduction
Data Gathering
Draft Player's Names Gathered by Python Scraping
Draft Player's Bio and Stats Gathered by Python API
Draft Player's Salary Gathered by R Scraping
NHL Tweets Gathered by R API
Data Cleaning
Twitter Data Cleaning with Python
Bonus Draft Player's Stats Cleaning with Python
Draft Player's Bio Cleaned by R
Bonus Draft Player's Salary Cleaned with R
Exploring Data
Clustering
Record Data Clustering with R
Text Data Clustering with Python
Arm and Networking
Decision Trees
Decision Trees with Record Data
Decision Trees with Text Data
Naive Bayes
SVM
Conclusions
Infographics
Ryan Walter
netid:rcw76
Data Science Analytics 501 Portfolio Project
Tools to Aid in Team and Player Success in Hockey