Lily Chang's GitHub

A showcase of tidbits of everything.

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Project Porfolio

  • Jarvis (Just Another Visualization Tool): A reusable d3.js visualization package that can be rendered in a browser or Jupyter Notebook.
  • My First Data Science Project: NYC Subway!:
  • Exploring Ho Chi Minh City OpenStreeMap Data: Used MongoDB and MapReduce to analyze the user contributions and geo-information of Ho Chi Minh City.
  • An Exploratory Analysis of White Wine: Used R to visualize how physicochemical features affect the taste preference of white wine.
  • Experiment Design & AB Testing: Analyzed the results of a hypothetical experiment and provided business recommendations.
  • Machine learning algorithms to predict person of interest for fraud detection.
  • A D3 Visualization of 2008 US Flight Information.
  • Some fun exercises: Coding up something for fun.