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Portfolio Overview

Below is a summary of all my R-related work.

Part 1: Data Cleaning

The tab-delimited text file “starbucks final data.txt” contains survey data on a random sample of 10,000 Starbucks Coffee customers. The survey was done in Orange County, CA,

To run the dataset, please download 'starbucks final data.txt' and change the first line of the R file to where your .txt file is located. For example, my file is located in my Desktop >>> setwd("C:/Users/miche/Desktop")

Part 2: Data Visualization and Regression Analysis

The cleaned Excel file “Starbucks HW2.xlsx” contains survey data on a random sample of 6,121 Starbucks Coffee customers. Aside from creating data visualizations to better understand the relationships of data, I have performed regression analysis to identify factors that have an impact on the dependent variable of average monthly profits.