Statistics

    

Datasailr an R Package for Row by Row Data Processing, Using Datasailr Script

Authors: Toshihiro Umehara

Data processing and data cleaning are essential steps before applying statistical or machine learning procedures. R provides a flexible way for data processing using vectors. R packages also provide other ways for manipulating data such as using SQL and using chained functions. I present yet another way to process data in a row by row manner using data manipulation oriented script, DataSailr script. This article introduces datasailr package, and shows potential benefits of using domain specific language for data processing.

Comments: 8 Pages.

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Submission history

[v1] 2021-03-27 02:04:39

Unique-IP document downloads: 300 times

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