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Homework 1
A Demonstration of Principles of Exploratory Data Analysis for Data Science Using the Cleveland Heart Dataset: Part 3
The 3rd assignment in my current data science course on EDA. I'm posting for my own records, since the frequent error messages in the HTML document are cumbersome but valuable to me as a student. As someone new to coding, I'm keeping this in my profile for reference.
Boxplot test
Showing Boxplot with their components
Simple Linear Regression with Cars
This presentation demonstrates a complete data analysis workflow for simple linear regression. Using R's built in cars dataset, it covers data inspection, model fitting, diagnostic plotting (Residuals vs. Fitted and Q-Q plots), and the creation of interactive visualizations with plotly and ggplot2.
Australian Frogs
A Tidy Tuesday exploration of the FrogID dataset
Mini Assignment 2
Arrow Part 1 QMD
First portion of utilizing Arrow package for big data in R.
Australian Frogs
A Tidy Tuesday expolration of FrogID data