- 👋 Hi, I’m @charlesmpan, a data science student
- 👀 I’m interested in data science and anything that's interesting/fun to learn
- 💞️ Feel free to look through my repository regarding any projects or things I git cloned out.
- 📫 You can reach me by email (charlesmpan@gmail.com) or my linkedin (https://www.linkedin.com/in/charles-pan-/)
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SteamRecommender
SteamRecommender PublicA Steam Recommender System built off cosine-similarity from the surprise library that utilizes Streamlit as a web-based interface. Users just input one to four games, and the number of recommendati…
Jupyter Notebook
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TweetSentimentPredictor
TweetSentimentPredictor PublicForked from alvaromendizabal/Sentiment_Analysis_on_Twitter_Google_Apple
A Negative/Positive Tweet Sentiment Logistic Regression Predictor that analyzes and breaks down Tweets utilizing Natural Language Processing to lemmatize and remove stopwords and predict whether a …
Jupyter Notebook 1
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H1N1SeasonalFluPred
H1N1SeasonalFluPred PublicUtilized pipelines and grid searches to build multiple models (LogReg/KNN/RandomForest) and select the best performing one for predicting whether a person was vaccinated or not
Jupyter Notebook 1
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SeattleHousingPricePredictor
SeattleHousingPricePredictor PublicLinear regression model that predicts the Seattle House Price based off certain features with more than ten different combinations of features with low collinearity to each other.
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FilmStudioMovieRec
FilmStudioMovieRec PublicWorked with six different datasets from multiple companies such as IMDB, Rotten Tomato, etc. to explore a merged dataset, create visualizations, and produce a recommendation for a film studio such …
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