To the Moon: Creating a Data Architecture Solution for Cryptocurrency Exchange Data Visualization and Analysis
Analyzing the world trade network and specific industries using network science tools.
Projects
2021
Use your WHITS: Applying the Weighted HITS Algorithm in analyzing the world trade network
Analyzing the world trade network and specific industries using network science tools.
What’s the Index? Using the Global Database of Events, Language, and Tone (GDELT) in predicting the Philippine Stock Exchange Index (PSEi)
Creating a forecasting model using news data, particularly Big Data.
Clustering the Tokyo, Japan Airbnb superhost listings by room features, booking, and review features
Because don’t we all want to go to Japan? We clustered Airbnb superhost listings.
Tip Mo Ba Ako? A Tip Recommender System to Influence Passenger Tipping Behavior of Taxi and Ridesharing Platforms
Creating a two-step classifier and regression model to classify whether passengers are likely to tip and provide a recommended tip amount.
90 Miles Inside Chicago: Understanding Taxi and Ridesharing Segments of Chicago
Finding customer segments within taxi and ridesharing transactions in Chicago.
Comparing travel behavior during 2019 and 2020 in the New York City Taxi and Limousine Commission trip records
An exploratory data analysis on pandemic and pre-pandemic NYC TLC data using Dask.