portfolio

A selection of projects and analyses.

Featured

Edmonton's Snow Clearing Crisis

Interactive data story analyzing 209,000+ snow complaints, budget trends, and neighborhood patterns. Reveals how Edmonton's snow clearing service has declined despite population growth.

PythonPlotly.jsData VisualizationOpen Data
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Featured

Decoding Spotify Track Popularity

What makes a hit? Analyzing 32,000+ Spotify tracks to uncover how audio features, genres, and duration influence streaming success. Includes regression modeling and cluster analysis.

Pythonscikit-learnstatsmodelsMachine Learning
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