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My goal is to scrape and analyze data about competitive pokemon to automatically classify pokemon into tiers.
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K-Modes Models
data collection
tier data
Pokemon Tier Modelling.ipynb

Competitive Pokemon Analysis

My goal was to scrape and analyze data about competitive pokemon then classify pokemon into tiers through machine learning. Recently, I added a notebook analyzing the pokemon tiers themselves, and modelled how a pokemon changes tiers through a markov chain.

The "data collection" folder the scripts used to scrape Smogon, Bulbapedia, and Veekun for the pokemon data. The "K-Modes Models" folder contains pickled versions of the k-modes with a varying number of modes for the move clustering.

You can read about the lessons I learned through this project here:

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