Three simple steps
How to use this tool?
This free online converter translates R source code into Python in three simple steps.
- Step 1
Add your R code
Type, paste, or upload the R code you want to translate.
- Step 2
Convert the code
Click Convert to translate the source code into Python.
- Step 3
Review the result
Review, copy, or download the resulting Python code from the output editor.
See it in action
Examples of R to Python conversion
These examples show R source code and the corresponding Python translation. Generated results can vary as AI models are updated.
Example 1
Is String Palindrome
Program that checks if a string is a palindrome or not.
R code
Python code
Example 2
Even or Odd
A well commented function to check if a number if odd or even.
R code
Python code
Language comparison
Key differences between R and Python
| Characteristic | R | Python |
|---|---|---|
| Syntax | R has a syntax that is similar to the English language, making it easier for beginners to learn. | Python has a syntax that is easy to read and write, with a focus on simplicity and readability. |
| Paradigm | R is primarily a functional programming language, but it also supports object-oriented programming. | Python is a multi-paradigm language that supports procedural, object-oriented, and functional programming. |
| Typing | R is a dynamically typed language, meaning that variable types are determined at runtime. | Python is also a dynamically typed language. |
| Performance | R can be slower than Python for certain tasks, especially when dealing with large datasets. | Python is generally faster than R for numerical computations and scientific computing. |
| Libraries and frameworks | R has a wide range of libraries and frameworks for data analysis and visualization, such as ggplot2 and dplyr. | Python has a vast collection of libraries and frameworks for various purposes, including data analysis, machine learning, and web development, such as NumPy, Pandas, Scikit-learn, and Django. |
| Community and support | R has a strong community of users and developers, with many online resources and forums available for support. | Python has a large and active community, with many online resources, forums, and conferences available for support and collaboration. |
| Learning curve | R has a steeper learning curve than Python, especially for beginners with no programming experience. | Python has a relatively easy learning curve, with a focus on simplicity and readability. |
Common questions
Frequently Asked Questions
How do I convert R to Python?
Paste your R code into the input box, confirm the languages are set to R and Python, and click Convert. CodeConvert AI analyzes your R code and generates equivalent Python code in seconds, preserving the original logic and structure.
What are the main differences between R and Python?
R and Python differ in syntax, type system, standard libraries, and common idioms, so copying code line for line usually will not compile. The converter maps each R construct to its closest Python equivalent. See the comparison table below for the key differences between R and Python.
Is the converted Python code accurate?
The AI produces high-quality Python code that preserves the behavior of your original R code and follows Python conventions. It handles common patterns, data structures, and idioms for both R and Python. For large or performance-critical code, review and test the Python output before using it in production.
Can I convert an entire R project to Python?
You can convert R files one at a time by pasting each file's code. For a full migration, convert each file and then review how classes, dependencies, and project structure map from R to Python. Signing in for free raises the input limit to 25,000 characters per conversion for larger files.
Can I convert Python back to R?
Yes. CodeConvert AI converts in both directions, so you can convert Python to R just as easily using our Python to R converter. Try the Python to R Converter
Is the R to Python converter free, and do I need to install anything?
Yes, it is free and runs in your browser with nothing to install and no IDE extension required. You can convert R to Python without an account for up to 2 conversions per day. Sign in for free for higher limits.
What are the benefits of signing in?
Signing in unlocks CodeConvert AI's Pro converter with more powerful AI models, a built-in chat assistant, code execution, saved conversion history, and personal notes. Every free account includes 5 credits and supports up to 25,000 characters of input per conversion, with no credit card required.
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