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jmartin

Jacob Martin

Recently Published

Is there an advantage kicking field goals in domes vs stadiums in the NFL?
An analysis of NFL field goal attempts to see if there is a statistical advantage to kicking field goals in closed roof stadiums (domes) compared to open roof stadiums using mixed-effect logistic regression, accounting for the distance and kicker.
Spaghetti Plot
Borel Simulations
STAT 5230: PCA - Part 2
STAT 5230 - PCA part 1
DS 2870: Chapter 4 - MVN
DS 2870: Module 6 - Creating County Level Maps
Creating county level maps for the 48 continental states and population density
DS 2870: Module 5 - Dumbbell Plots
Creating a dumbbell plot using the home purchases data
Changing Default Geom Aesthetics Settings
How to change the default geom aesthetics using Roy Kent data as an example
DS 2870 - Homework 2 Solutions - Fall 2023
Solutions to creating the graphs for Fall 2023 Basics of Data Science class for homework 2
DS 2870: Module 5 - Tile Plots
Creating a tile plot with IMDB data f
DS 2870 - Homework 1 Key - Fall 2023
Answer key for homework 1 of DS 2870 Fall 2023
DS 2870 - Module 6 - Creating Maps in R part 2
How to join data sets together and display a variable in a map of the states in the US
DS 2870: Module 6 - Creating Maps
How to create a map of the United States by state in R
DS 2870: Homework 2 Fall 2023
Graphs to create for the second homework assignment
DS 2870 - Module 5 - Creating Bar Charts from Summarized Data
Summarizing categorical data and using it to create bar charts. Titanic Example
DS 2870 - Module 5 - Tile Plots and Text
Using the IMDB data set to create a tile plot and add text to a graph
DS 2870: Module 3 - Histograms and Density Plots
Using the US counties data set to demonstrate how to create histograms and density plots
DS 2870 - Strava Line Graphs
How to create line graphs using Strava biking data for the months of July and August
DS 2870 - Creating Bar Charts
How to create bar charts for one or two categorical variables using summarized or unsummarized data
DS 2870 - Intro to ggplot2 package
Introduction to creating graphs using the ggplot() function
DS 2870 - Pipes in R
Basics of using pipes
DS 2870 Using Packages
How to install and load packages
DS 2870 Working with Functions in R
An introduction to how functions work
DS 0870 - My First Rmarkdown Script
Introductory Rmd script for Basics of Data Science