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Ritchie Kwan's Projects

atom icon atom

:atom: The hackable text editor

disaster-rapid-alert icon disaster-rapid-alert

NLP Sentiment Analysis on Twitter posts to detect natural disasters occurring in real time.

getoldtweets-python icon getoldtweets-python

A project written in Python to get old tweets, it bypass some limitations of Twitter Official API.

intro-to-xgboost icon intro-to-xgboost

Lightning talk on XGBoost as a classifier. Includes an installation guide and performance comparison to other classification models.

pyaf icon pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

rating-yelp-features icon rating-yelp-features

Named-Entity Recognition and Sentiment Intensity Analysis on Yelp reviews to rate a restaurant's dishes and features

sat-act-analysis icon sat-act-analysis

Observe how changes in SAT and ACT participation rates are correlated with statewide SAT and ACT average scores.

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