← All work
2021
EDA, Machine Learning, Data Visualization
Bristol Airbnb EDA & Recommendation System
EDA and an ML recommendation engine over Bristol Airbnb listings, combining statistical analysis with collaborative and content-based filtering.
In numbers
- 9
- upvotes on Kaggle
Overview
Built a data analysis and recommendation system over Bristol Airbnb data from Kaggle. Combined exploratory analysis with machine-learning-based recommendation, implementing collaborative and content-based filtering to generate personalised recommendations.
Built with
Python · Pandas · Scikit-learn · Plotly
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