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Practice Homework 2
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Retail Transaction Analysis (10M+ Records)
A comprehensive end-to-end data analysis of 10 million retail receipts using R. This report covers large-scale data cleaning, exploratory data analysis (EDA), and key business insights.
Extracting Data from APIs
In-class Assignment: Business Intelligence
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Growth Curve Model for Bartholow et al.
Supplemental Growth Curve Model for Bartholow et al. paper
S&P 500 Risk Regimes: Sector & Cluster Analysis
A quantitative analysis of 45 S&P 500 market leaders across 9 major sectors. This project utilizes K-Means Clustering (Unsupervised Machine Learning) to identify risk/return regimes automatically. It features a Facet-Wrapped visualization to demonstrate how volatility profiles differ significantly between Defensive sectors (Utilities, Staples) and Growth sectors (Technology). Built using R, ggplot2, and quantmod.
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