Text analysis on twitter of UK MPs

To explore the intra-party politics in the United Kingdom, I scraped 132,752 tweets using R from UK Members of Parliament tweets. Two unsupervised learning models were used: wordfish and correspondence analysis. Results indicate that the Labour Party has a larger ideological variations within...

Social network analysis on Disney films

The aim of this capstone project was to analyze the character network in Walt Disney films in the context of gender inequality using social network approach. Datasets used are film transcript data of 26 Disney Princess and Pixar films.

Predicting Airbnb Rental Prices in the U.S.

This project analyzed the factors that may have significant roles in affecting prices, which will provide comprehensive insights about Airbnb rental price valuation across the U.S.

Big Data Telecom Platform Contest (in Korean)

As a team, we analyzed data on food delivery (1.25 GB of data), floating population in Seoul (973 MB), and Covid19 infections to provide insights on food delivery pattern in Seoul during Covid19 pandemic.