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
![]()
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 ?
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
![]()
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.
Sentiment and Emoji Analysis through Twitter API:
American Airlines vs. United Airlines
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)
will be used for urban development and the area outside will be preserved in its natural state.
