Data Makes The Magic Happens
Information is the oil of the 21st century, and analytics is the combustion engine.
-- Peter Sondergaard
01
Provide insights about user behaviors through data analysis for marketing team to design strategies to effectively convert casual bike riders to annual members.
02
Analyzing Amazon customer reviews and provide insights about the helpfulness of customer review and assist sellers to craft effective marketing campaigns.
03
Performed data mining on flight information data provided by the Department of Transportation (DOT) and create machine learning models to predict flight cancellation.
04
Performed geospatial analysis on California air quality using data provided by the Environmental Protection Agency (EPA). Identified regions that have relatively higher concentration of PM2.5 to guide government to implement effective conservation strategies.
05
Using global data collected by Inside Airbnb, the project analyzed the distribution of Airbnb offerings from various aspects to guide local governments to design more efficient policies for Airbnb house-sharing services. The strategy allows government to maximize profit from Airbnb and guarantees the stability of local residents' lives.