michaeljancsy / BayAreaRidesAnalysis

Analyzing the MTB trail reviews from bayarearides.com

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BayAreaRidesAnalysis

This is a quick hobby project involving web-scraping and machine learning.

The goal is to quantify/elucidate the MTB trail reviews from bayarearides.com, which contain long-form natural language descriptions of mountain biking trails and quantitave evaluations in several categories.

All the trail data is converted into a Trail object for easier processing.

Check out the EDA notebook for graphs and results. To re-scrape the data, use the scraping notebook.

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Analyzing the MTB trail reviews from bayarearides.com


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Language:Jupyter Notebook 98.5%Language:Python 1.5%