DSAN-5000: Personal Project Powell Sheagren

Welcome to Powell Sheagren’s DSAN 5000 project website. Please navigate to one of the operational tabs. At the moment that includes:

About Me: a summary of the author and the work that he does
Code: a link to the author’s github
Data: a link to Ravelry where the data was pulled from (account it required)
Introduction: a brief intro to the data and the questions to be answered by the project
Data Gathering: the process of collecting the data from Ravelry
Data Cleaning: the process of cleaning the data for use
Data Exploration: learning about the data and deriving insights
Naive Bayes: a classification model to predict pattern type
Clustering: a unsupervised learning method to find hidden groupings in the data
Dimensionality Reduction: reduce the dimensions of the data for better analysis
Decision Trees: a model used predict pattern type in a different way
Conclusion: a summary of the other tabs and show of all accomplished

I hope you enjoy the analysis and if there are any questions I can be reached at prs64@georgetown.edu

“Word Cloud of Pattern Types”