Python vs R (programming language) : Which is Better?
Python
Python is a high level programming language. Developed by Python Software Foundation
License: Open Source
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Python VS R (programming language)
Python is a versatile programming language great for web development and general-purpose programming, whereas R is specialized for statistical analysis and data visualization. While Python has a broader application range, R excels in statistical modeling and data science, making it the preferred choice for researchers and statisticians.
Python
Pros:
- Easy to learn and read
- Versatile and general-purpose
- Rich ecosystem of libraries and frameworks
- Strong community support
- Great for web development and data analysis
Cons:
- Not ideal for statistical analysis out of the box
- Less effective in handling large datasets compared to R
- Not as strong in data visualization compared to R
R (programming language)
Pros:
- Specialized for statistical analysis
- Excellent data visualization capabilities
- Wide range of packages for data science
- Strong support for statistical modeling
- Ideal for academic and research purposes
Cons:
- Less versatile for general programming tasks
- Steeper learning curve for beginners
- Limited in web development capabilities
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