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Hannah Khuong's Projects

disaster-response-text-classification icon disaster-response-text-classification

Classify texts messages sent during disasters to identify needs (food, aid, water, etc.). Build a web app where an emergency worker can input a new message and get classification results in several categories.

google-analytics-goal-completions icon google-analytics-goal-completions

This project examined 5 different goal conversion metrics and used these metrics to assess the performance of different aspects of user acquisition, such as mediums, Google Ads campaigns, and Ads keywords. I also expanded the question to which region is potential for growth based on goal conversion metrics

hotel-cancellation-prediction icon hotel-cancellation-prediction

Booking cancellation is a threat to hotel's revenue. In this project, I predicted cancellation rate for any day at a NYC hotel of international scale with various ML models. Improved 80% accuracy from a benchmark model..

mortgage-analysis icon mortgage-analysis

This projects analyzed the impact of race on Mortgage acceptance rate in Boston using logit and probit regression.

seattle-airbnb icon seattle-airbnb

This project looks at Airbnb Listing and Review data in Seattle to find meaningful insights that might help new hosts to start their business on Airbnb This analysis seeks the answer for 3 questions: What features relate to higher ratings? How to be a superhost? Where my resources should go in different months of a year?

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