Free R to Python Converter
Click to select or drop your input code file here.
You can also type the input code below.
How to use this tool?
This free online converter lets you convert code from R to Python in a click of a button. To use this converter, take the following steps -
- Type or paste your R code in the input box.
- Click the convert button.
- The resulting Python code from the conversion will be displayed in the output box.
Examples
The following are examples of code conversion from R to Python using this converter. Note that you may not always get the same code since it is generated by an AI language model which is not 100% deterministic and gets updated from time to time.
Example 1 - Is String Palindrome
Program that checks if a string is a palindrome or not.
R
Python
Example 2 - Even or Odd
A well commented function to check if a number if odd or even.
R
Python
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. |
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 5 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.
