Clean Data in R program

Hello ,
I have a question about cleaning data in R. so using R package to clean data is it enough to do all necessary cleanings? i.e. Are cleaning data in google spreadsheet, then clean it again in R program? or only R program can manage all cleaning process?

Generally speaking, there are R packages that can do most or all of the data cleaning that is required in many cases. A good practice is to clean your data entirely in R or with another scripted program if possible, and to leave the original data spreadsheet untouched as a record of your raw data.

Data Carpentry workshop materials might be a good reference if you want to learn more about this.

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Thanks @cactusoxbird appreciate your support :slightly_smiling_face:

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