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Python has pandas and R has data.table as de facto standard libraries for data manipulation.
What is the equivalent for Scala?
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Both Pandas and dplyr can connect to virtually any data source, and read from any file format. That's why we won't spend any time exploring connection options but will use a build-in dataset instead. There's no winner in this Pandas vs. dplyr comparison, as both libraries are near identical with the syntax.
Try this library: https://saddle.github.io/ - it's a port of pandas
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