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Timothy Shen's Projects

analysis-of-disney-shows icon analysis-of-disney-shows

A report on identifying the factors that lead to a successful Disney+ Show. Analysis done in R using Linear Regression, Logistic Regression, and k-NN.

housing-price icon housing-price

Analysis of factors that are significant to housing prices in metro areas. Code done in Python using web-scraping, APIs, Principal Component Analysis, Linear Regression

predicting-student-dropouts-in-higher-education icon predicting-student-dropouts-in-higher-education

Developing a proof-of-concept approach to predicting student dropouts in higher education. Through Python developed optimized algorithms for Logistic Regression (iterative methods) and Support Vector Machines. FAMD and Random Foresting Analysis is also included.

radiant icon radiant

Modified (see "Added Features") Business analytics using R and Shiny. The radiant app combines the menus from radiant.data, radiant.design, radiant.basics, radiant.model, and radiant.multivariate.

radiant.data icon radiant.data

Modified (see "Added Features") Code for the Data menu in Radiant. Original Repo linked below.

radiant.model icon radiant.model

Modified (see "Added Features") Code for the Model menu in Radiant. Original Repo linked below.

radiant.multivariate icon radiant.multivariate

Modified (see "Added Features") Code for the Multivariate menu in Radiant. Original Repo linked below.

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