Now we can see some major differences in the approaches taken by R vs Python. Nba % select_if (is.numeric ) %>% map_dbl (mean, na.rm = TRUE ). You can download the file here if you’d like to try it for yourself.) R library (readr ) (As we’re comparing the code, we’ll also be analyzing a data set of NBA players and their performance in the 2013-2014 season. Let’s jump right into the real-world comparison, starting with how R and Python handle importing CSVs! We teach both, so we don’t have an interest in steering you towards one over the other. Since we’ll be presenting code side-by-side in this article, you don’t really need to 'trust' anything - you can simply look at the code and make your own judgments.įor the record, though, we don’t take a side in the R vs Python debate! Both languages are great for working with data, and both have their strengths and weaknesses. The good news? There’s no wrong answer here! If you’re looking to learn some programming skills for working with data, taking a Python course or an R course would both be great options. Read the explanations, and see if one language holds more appeal than the other. Keep in mind, you don’t need to actually understand all of this code to make a judgment here! We’ll give you R vs Python code snippets for each task - simply scan through the code and consider which one seems more 'readable' to you. We’ll take an objective look at how both languages handle everyday data science tasks so that you can look at them side-by-side, and see which one looks better for you. In this article, we’re going to do something different. One person’s 'easy' is another person’s 'hard,' and vice versa. Both Python and R are great options for data analysis, or any work in the data science field.īut if your goal is to figure out which language is right for you, reading the opinion of someone else may not be helpful.

Python from a subjective, opinion-based perspective. There are dozens articles out there that compare R vs. OctoR vs Python for Data Analysis - An Objective Comparison R vs Python - Opinions vs Facts

Python with rstudio