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Jiawei-Long's Projects

blackjack-game icon blackjack-game

The project contains scripts in both R and Python that allow you to play the game of black jack against a computer dealer in the console. Match history are recorded through out the games you play and your win rate will be calculated at the end. Simply run all codes to enter the game!

covid-19-real-time-tracker icon covid-19-real-time-tracker

A COVID-19 real-time tracker that provides the latest status of the disease and relevant analytical insights such as trend analysis, common symptoms, and risk factor identifications.

ff15 icon ff15

FF15 is a web app designed to aid the gameplay of the video game League of Legends. It empowers players with data-oriented features such as pick & ban analyzer and game data insights.

food-image-classification-app icon food-image-classification-app

A web app that classifies food photos that are taken or uploaded by users. The algorithm of the classification is based on a convolutional neural network that is trained with thousands of images with keras and tensorflow gpu.

imdb-top-movies-visualization icon imdb-top-movies-visualization

An interactive dashboard that explores scraped data of the top 100 movies of 2018 posted by IMDB using data visualizations.

not-so-secret-hitler icon not-so-secret-hitler

A web app designed to aid the gameplay of the board game Secret Hitler. Main features include match history tracking and round-based event probability projection.

time-series-anomaly-detection icon time-series-anomaly-detection

A demonstration of time-series anomaly detection utilizing various algorithms such as Random Cut Forest, DeepAR, and One-Class SVM.

twitter-text-sentiment-analysis icon twitter-text-sentiment-analysis

An interactive R Shiny web app that retrieves tweets based on searched key words and analyze the text data using NLP techniques (sentiment analysis, frequency word cloud, etc).

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