taylor 2.0.0
Series: taylor
Initial release of taylor for accessing data on Taylor Swift’s discography.
Bayesian Diagnostic Classification Models
Estimate diagnostic classification models with Stan using the measr package.
taylor 1.0.0
Series: taylor
Initial release of taylor for accessing data on Taylor Swift’s discography.
Creating ggplot2 fill and color scales
Series: taylor
Learn to create custom fill and color scales for ggplot2 to make your plots Gorgeous.
Evaluating 2020 Election Forecasts
A look back on the 2020 election forecasts.
Creating a custom color palette class with vctrs
Series: taylor
We’re in screaming color! Learn how the custom color palette methods for taylor were made using vctrs.
taylor 0.2.0
Series: taylor
Initial release of taylor for accessing data on Taylor Swift’s discography.
Taylor Swift Data
Access lyrics and audio features for Taylor Swift’s discography using the taylor package.
Tidy Data Science with the tidyverse and tidymodels
Summer Research Methods Camp five-day workshop to introduce the basics of using R for data analysis.
Tidy Data Science with the tidyverse and tidymodels
Learn how to use the tidyverse and tidymodels for data analysis, from importing data to creating reproducible reports.
Using R for Item Response Theory
Guest lecture introducing R for estimating and evaluating item response theory models.
Applications of Item Response Theory in R
A high-level introduction to using R for Item Response Theory.
Branding and Packaging Reports with R Markdown
Create custom R Markdown templates and ggplot2 themes, then package them up to distribute.
ATLAS Report Branding
Brand specific templates and ggplot2 themes to support report writing at Accessible Teaching, Learning, and Assessment Systems (ATLAS).
Tidy Data Science
Summer Statistical Institute five-day workshop to introduce the basics of using R for data analysis.
Making Your Own ggclock
Make yourself a ggplot2-themed clock, using ggplot2!
Making an Animated Contour Plot
Recreate contour plots using ggplot2 and gganimate.
Animated TIE Fighter
Happy Stars Wars day! Let’s make a TIE Figher animation to celebrate!
Thesis Formatting for the University of Kansas
An R package for writing theses and dissertations at the University of Kansas using rmarkdown.
Using rtweet to Create a tidyverse Twitterbot
See the inner workings of a Twitter bot that sends out new tidyverse questions.
Creating an EM:IP Cover Graphic Using ggplot2
Use ggplot2 to visualize multidimensional item response theory models.
Tidy Sports Analytics, Part 4: tidyverse
Series: Tidy Sports Analytics
In our concluding entry, we reflect on the tidyverse and look at resources for future learning.
Tidy Sports Analytics, Part 3: ggplot2
Series: Tidy Sports Analytics
Learn how to use ggplot2 for visualizing our NFL data.
Tidy Sports Analytics, Part 2: tidyr
Series: Tidy Sports Analytics
Learn how to use tidyr for making tidy data frames as we continue our exploration of NFL data.
Tidy Sports Analytics, Part 1: dplyr
Series: Tidy Sports Analytics
Learn how to use dplyr for data manipulation as we explore NFL data.
Integrating Blogdown with GitHub Pages and Travis-CI
Get up and running with automated builds for your blogdown website.
Recreating the Datasaurus Dozen Using tweenr and ggplot2
A lesson in the importance of visualizing your data, and an opportunity to play with gganimate.
Previewing the 2017 Men’s NCAA Basketball Tournament
Who got the toughest draw, and who is the best bet to cut down the nets?
Introduction to ggplot2
A 1-hour guest lecture to introduce the basics of data visualization in R using ggplot2.
Predicting the Winner of the 2017 Big 12/SEC Challenge
Which conference is most likely to come out on top?
Making Win Probability Plots with ggplot2
Calculate the win probability for college basketball games, and then make a plot.
Evaluating Election Forecasts
Let’s look at how the forecasters did for the 2016 Presidential election
Data Visualization Using ggplot2
A 1-hour workshop to introduce the basics of data visualization in R using ggplot2.
Statistical Analysis in Sports
Use statistics to rate teams and predict games in college basketball.