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mathew-fritz's Projects

customer-review-sentiment-analysis icon customer-review-sentiment-analysis

This project involves analyzing a dataset of TripAdvisor Hotel Reviews and finding out the most common words used within these reviews, along with the most popular emotions expressed in these reviews and whether they are positive or negative. R was used for the analysis.

predicting-house-prices icon predicting-house-prices

Using the most recently available data from the US Federal Reserve and Zillow Housing Data, a random forest machine learning model was created to predict future house prices. Python (Pandas, Numpy, Scikit-learn and Matplotlib) were used to create the model, along with importing, cleaning, merging, and exploring the data.

sales-analysis icon sales-analysis

This project looks at a sample of Amazon orders from 2019, to help determine important KPI's such as the best-selling products (including product pairs), and the hours when products are ordered most often. SQL and Tableau were used for this analysis.

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