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Sheila Zhu's Projects

airbnb_seattle icon airbnb_seattle

In this project, I conducted a simple data analysis on (1) different levels of attractiveness of Airbnb homes, and (2) the impacts of COVID using Seattle Airbnb Open Data in 2016 and 2020.

data_structures icon data_structures

This repository includes some self-written functions related to different data structures.

dbscan_custom icon dbscan_custom

This python code is for dbscan clustering method with customized distance measurements, i.e., a custom distance matrix can be input.

disaster_response icon disaster_response

Analysis of disaster data from Figure Eight to build a model for an API that classifies disaster messages.

disaster_response_app icon disaster_response_app

This project is an analysis of disaster data from Figure Eight to build a model for an API that classifies disaster messages.

opendota_modeling icon opendota_modeling

In this project, I extracted Dota2 matches data from the OpenDota API platform, and trained a model to predict the game results with heroes picked.

recommendations_with_ibm icon recommendations_with_ibm

Analyze the interactions that users have with articles on the IBM Watson Studio platform, and make recommendations to them about new articles they might like.

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