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My team's submission for the 2019 Brown Datathon. I worked specifically on generating the "correlation matrix" that determined which hotels viewers looked at together (TripAdvisorChallenge-checkpoint.ipynb). None of my teammates had previous data science experience, so this was more of an exploratory project. Presentation: https://docs.google.co…

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jwbarkstrom/tripadvisor-recommender-system

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.ipynb_checkpoints
.ipynb_checkpoints
 
 
.DS_Store
.DS_Store
 
 
Datathon Presentation 2019.pdf
Datathon Presentation 2019.pdf
 
 
EDA.ipynb
EDA.ipynb
 
 
Final Clustering.png
Final Clustering.png
 
 
Primary Cluster Elbow Curve.png
Primary Cluster Elbow Curve.png
 
 
Primary Clustering.png
Primary Clustering.png
 
 
README.md
README.md
 
 
TripAdvisor Recommender Algorithm.ipynb
TripAdvisor Recommender Algorithm.ipynb
 
 
Untitled1.ipynb
Untitled1.ipynb
 
 
activity_data.csv
activity_data.csv
 
 
centers.csv
centers.csv
 
 
hotel_comparison_data.csv
hotel_comparison_data.csv
 
 
hotel_data.csv
hotel_data.csv
 
 
hotels.pkl
hotels.pkl
 
 
top_five.csv
top_five.csv
 
 
tripadvisor_raw_data.csv
tripadvisor_raw_data.csv
 
 

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My team's submission for the 2019 Brown Datathon. I worked specifically on generating the "correlation matrix" that determined which hotels viewers looked at together (TripAdvisorChallenge-checkpoint.ipynb). None of my teammates had previous data science experience, so this was more of an exploratory project. Presentation: https://docs.google.co…

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