R Programming

Give R students more feedback and spend less grading.

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Overcome challenges in your course

Setup and installs slow everyone down: R requires multiple packages and setup steps—one missing dependency can derail a lesson.

Math and coding knowledge vary widely: Some students breeze through data frames, while others get stuck on basic statistics.

Grading takes too much time: Reviewing every student’s code and outputs manually, especially with so much variation, quickly becomes unmanageable.

1. Smooth out R’s steep learning curve

When students don’t have to battle with setup, they can focus on exploring data. CodeGrade gives every learner a clean, ready-to-code R environment in the browser.

  • Online R IDE—no installs, no dependency issues
  • Launch scripts and notebooks directly from your LMS
  • Preloaded with tidyverse, dplyr, ggplot2, and more
  • Same environment for every student
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2. Give feedback that builds confidence

Whether students are stuck on logic or struggling with syntax, timely guidance helps everyone progress regardless of their starting point.

  • Instant autograding of scripts, plots, and outputs
  • Fast feedback encourages iteration and resilience
  • Resubmissions support mastery at each student’s pace

3. Grade smarter, not harder

R empowers students to analyze data in meaningful ways, but reviewing every submission manually can slow you down. CodeGrade tackles this with automatic grading.

  • Save hours per assignment without sacrificing detail
  • ​​Use custom rubrics to ensure fairness
  • Get time back to help students individually
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Highlighted Features

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Online IDE

One integrated environment for students.

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Coding quizzes and questions

Varied questions and quizzes with instant feedback.

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Code auto-grader

The most powerful auto-grader on the market.

Discover how institutions use CodeGrade to improve their coding courses

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Jamie Andrews

Director of Graduate Programs

I can see the student submissions and slowly watch their scores creep up, which is incredibly rewarding!

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Leslie Hendrix

Clinical Professor in Management Science

"Coding is like learning a sport. You have to practice repeatedly to improve."

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Carey Baldwin

Lecturer at the University of Massachusetts, Amherst in the Isenberg School of Management.

"I really appreciate the partnership that I have with CodeGrade, they help solve every problem!"

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