Last updated: 2022-11-12

Checks: 2 0

Knit directory: Pandas-30-R/

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In this repo, I will provide a Python to R translation of 30 essential Pandas methods introduced by Avi Chawla in The Only 30 Methods You Should Master To Become A Pandas Pro published on TowardsDataScience. The project starts on 23 Oct, 2022 and I will add one method at least every 2-3 days.

As an R user who is learning to become bilingual, I found such side-by-side translations/comparisons very helpful for my learning. Hope you find them helpful as well. Comments and discussions will be highly appreciated. :)

Please click each method below for details

Method #1. Reading a CSV

Method #2. Storing a Dataframe into a CSV

Method #3. Creating a Dataframe from a Llist

Method #4. Creating a Dataframe from a Dictionary

Method #5. The Shape of the Dataframe

Method #6. Viewing Top N Rows

Method #7. Print the Datatype of Columns

Method #8. Modifying the Datatype of a Column

Method #9. Printing Descriptive Info about the Dataframe (Method1)

Method #10. Printing Descritive Info about the Dataframe (Method2)

Method #11. Filling Missing Values

Method #12. Joining DataFrames (merge & join)

Method #13. Sorting a Dataframe

Method #14. Grouping a Dataframe

Method #15. Renaming Columns

Method #16-17. Adding New Columns

Method #18. Filtering a Dataframe1: Boolean Filtering

Method #19. Filtering a Dataframe2: Select Columns

Bonus R to Python translations

I will add some R to Python translation of loved R functions below as bonus :)

Bonus #1. complete(): Expand a dataframe