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Data Projects

Welcome to my portfolio! This site hosts snippets of my data projects. Feel free to explore!

Data Cleaning VBA App

Data cleaning can be a tedious task.

 

This VBA app allows the user to make decisions on how to handle non-standard capitalization for Video Game Titles.

 

Full project available for download here. Note macros must be enabled, then find and run the macros.

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Twitch Analysis

Machine learning project to predict which games are most likely to remain in the top 200 games streamed on Twitch. 

Click download for PowerPoint

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Or for the full Python notebooks and report visit my GitHub

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Fake News Categorization - NLP

Machine learning model to predict whether a news article was fake or real. 

Click download for PowerPoint

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Or for the full Python notebooks and report visit this project's GitHub

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Bonus Fun Project

Thank you for reading this far. As a bonus I will share with you a simple but fun Python notebook based on my 3 year old's game My First Orchard.

 

This notebook shows that the optimal strategy increases your odds of winning by approximately 7.5% over the worst strategy. Click the link below to view the Python notebook on GitHub

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