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Carrie Smith's Projects

choices icon choices

simple app to help weigh options and make the best decision

coinflips icon coinflips

Simple web app exploring form fields and D3 histogram.

colors-of-monet icon colors-of-monet

To apply what I have been learning I completed a multi-phase project titled The Colors of Monet. I began using Python to scraping a database of Monet paintings and extracting a color palette from each using k-means clustering. I explored different image pre-processing techniques to improve the results. I finally took those results and created an interactive data visualization using JavaScript and D3.

hadleyverse icon hadleyverse

Docker image providing RStudio + rmarkdown/pandoc/latex + R package ecosystem from Hadley Wickham

police-siu icon police-siu

Exploring Ontario police Special Investigations Unit historical statistics

salary_prediction icon salary_prediction

Predicting salary. Applied regularized regression models and text processing.

shootings-visualization icon shootings-visualization

As an exercise in creating maps using D3, I created this visualization of the Stanford Mass Shootings of America (MSA) database.

smoking-data icon smoking-data

Scrape, munge and visualize smoking data from County Health Rankings

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