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Nathan Chan's Projects

apartments-craiglist icon apartments-craiglist

In R, clean, explore, and analyze apartment listings web-scraped from Craigslist. Used ggplot2, ggmap, and stringr. Found different apartment costs in Los Angeles, Sacramento, and San Francisco and how apartments and amenities differ depending on price and location.

baseball-payrolls icon baseball-payrolls

In SQL and Python, query data from Lahman's Baseball Database, create visualizations in Python, and analyze the data. Used numpy, pandas, seaborn, and matplotlib for Python. Found that payroll increases as performance, win-rate, and home game attendance increases.

calories-per-dollar-app icon calories-per-dollar-app

Calories Per Dollar helps you optimize your shopping by calculating and tracking your foods' calories per dollar.

college-scorecard icon college-scorecard

Explored and analyzed data about US colleges using R and ggplot2. Found differences in test scores between public and private schools, the impact of test scores on earnings, and differences in in-state and out-of-state tuition across states.

eva-hands icon eva-hands

Scrape every image from https://shotsofhandsinevangelion.tumblr.com/

ice-on-mars icon ice-on-mars

Finding near-surface ice on Mars from radar images using computer vision and machine learning

live-prayer icon live-prayer

A website for Catholics to find prayers happening real-time all around the world.

moon icon moon

Moon is a minimal, one column jekyll theme.

sf-chronicle icon sf-chronicle

In Python, scrape sfchronicle.com for article information, like title, author, and date using html requests. Analyze website sections for most used words using nltk for natural-language processing and matplotlib for visualizations. Important for linguists to understand language in journalism.

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