RPubs will retire in June 2027. Your existing documents will stay accessible through December 31, 2031
and Connect Cloud is the recommended home for new publishing. Read the blog post
gravatar

evwright

Erika

Recently Published

Using R to Track Language Learning Progress
This code through shows how R can be used to track, analyze, and visualize language learning progress over time. Using Hungarian as an example, I created a six month dataset measuring vocabulary mastered, words read, listening hours, speaking hours, and study consistency. I compare these measurements to illustrative CEFR related benchmarks to identify strengths and areas that need improvement. I also demonstrate how R can estimate future progress, calculate the time needed to reach selected learning goals, and identify adjustments to a study plan. The goal is to show how data analysis can help self directed language learners better understand their progress and make informed decisions about their learning strategies.