Predictive Modeling

Rebalancing the Bikes

The BIG problem: For all bike share system, while some stations do not have enough bikes for riders to check out, other stations are lack of empty docks for riders to park their bikes.

Web Application

Visualizing Green & Yellow Taxi Trips to Airports in NYC

Airport traffic has been booming in NYC. How far in advance should we hail a taxi in order to get to the airport on time?

Predictive Modeling

Chicago Crime Risk Terrain Model

The risk terrain modeling (RTM) aims to predict where an assault crime will happen in Chicago, IL based on Poisson regression.

Data Visualization

Animated Choropleth Map of Philadelphia Housing Tenure

Does the housing tenure pattern in Philadelphia
change significantly from 2010 to 2016 ?

Data Visualization

Seasonal and Spatial Variation in Burglary Incidents in Philadelphia

According to Bureau of Justice Statistics (BJS), seasonal patterns are a popular topic on crime, showing how environmental factors may be related to crime throughout the year.

Web Application

Dunkin’ Donuts Business Profile in Philadelphia

This web app aims to help user visualize and analyze current stores' locations and business settings and then determine where to locate the next Dunkin' Donut branch store in Philly.

Predictive Modeling

Hedonic Home Price Prediction

In Boston, the house market is thriving. Housing price prediction is important to prospective homeowners, developers, investors and other real estate market participants.

Data Visualization

Sentiment and Emoji Analysis through Twitter API:
American Airlines vs. United Airlines

How do people feel about United Airlines and American Airlines when they tweeting about them?
Are tweets with emojis happier or angrier than those without?

Story Map

A Guide for You - Philadelphia Farmers Markets

A simple story map telling you all detailed information about farmers markets in Philadelphia!

Web Scraping

Condo Price Per Square Foot Near Rittenhouse Square

Wondering the price per square foot of condominiums overlooking Rittenhouse Square in the center of Philly?

Cartography

Urban Growth Boundary (UGB)

An UGB is a regional boundary that helps control urban sprawl. The area inside the boundary
will be used for urban development and the area outside will be preserved in its natural state.

YINUO YIN

INFO

DATA TO INFO, INFO TO INSIGHT

Cover Letter

Resume

Github

DATA TO INFO,
INFO TO INSIGHT