Generate tidyverse code

[guoliangdeng]

It is recommended to increase the function of interface operation data to generate tidyverse code.

[juliasilge]

Thanks for trying out Positron! Can you say more about what you mean when you say "generate tidyverse code"? In what part of the produce are you thinking this would happen? Are you talking about LLM or AI code assistance as outlined in #6967, or perhaps something else related to a different part of the product?

[guoliangdeng]

provides a rich user interface to view and analyze data, show insightful column statistics and visualizations, and automatically generate tidyverse code as you clean and transform the data.

[guoliangdeng]

Software provides a rich user interface for data viewing and analysis, displaying insightful column statistics and visualizations. As you clean and transform data, the tool automatically records each operation and generates corresponding tidyverse code, creating a reproducible workflow.

[juliasilge]

Ah OK, if I am understanding you correctly, then yep, we are interested in adding this as a feature in the longer term. Thanks for the feedback! 🙌

[guoliangdeng]

Similar to the interface of Data Explorer, there are tabs to import data, filter rows and columns, generate new columns, modify existing columns, generate pivot tables, etc., each step constitutes a node of the workflow, and each node records the tidyverse code of the same operation, and the user can modify the tidyverse code of each node.

[guoliangdeng]

This feature is very beginner-friendly, able to continuously attract beginners, and is very beneficial for the development of R language.