Nathan Chan's Projects
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.
Auto-Editor: Effort free video editing!
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 helps you optimize your shopping by calculating and tracking your foods' calories per dollar.
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.
iOS social media app for video sharing.
Scrape every image from https://shotsofhandsinevangelion.tumblr.com/
Create a directed graph of object relationships in your codebase.
Finding near-surface ice on Mars from radar images using computer vision and machine learning
A website for Catholics to find prayers happening real-time all around the world.
Static resources for Live Prayer website.
Moon is a minimal, one column jekyll theme.
Scrape high-precision air quality data from the California Air Resources Board
Predict handwritten numbers with machine learning coded by hand
Interactive website to discover the theological and philosophical roots of Christianity.
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.