Data Analysis
Covid-19 Mask Usage Visualization with Google BigQuery and Tableau
I use SQL to extract data from multiple tables in Google's BigQuery data warehouse. The data is then integrated into Tableau to create a dashboard revealing surprising trends in mask usage.
Heart Disease Prediction Using a Random Forest Model in R
I use the Tidymodels packages in R to train and evaluate a random forrest model to predict heart disease risk with 84% accuracy.
Watershed Property Management – Short Term Rental Optimization
I predict profit growth for watershed property management if they were to convert their long term rental properties into short term, Airbnb style rentals.
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I use SQL to extract data from a MySQL database. Then I fit a linear regression model in Excel to predict short term rental occupancy rates, and calculate cash flow and profits. The results are visualized in a Tableau dashboard.
Red Wine Classification Using Logistic Regression in R
I fit a logistic regression model in R to predict Red Wine Quality with 88% accuracy.