These questions were only shown to respondents who chose R as one of their three primary programming languages.


Which version of R do you primarily use?

Almost half of the respondents use the latest versions of R – a regular trend for this language.

What IDE do you use to code in R?

Which of the R 4.1 syntax features have you started using in your code?

What do you use R for?

The use cases for R show consistent stability year after year. More than half of the respondents use R for data analysis or educational purposes.

Which form of R code organization do you use?

Where do you execute R code?

The vast majority of users continue to execute R code on their local machines. The proportion of respondents using servers (25%) remains unchanged from last year.

What do you use to debug your code?

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