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R is a free, open-source programming language and software environment for statistical computing, bioinformatics, and graphics.

1 vote
2 answers
424 views

Is it possible to pass dataframes between R and Python using Arrow with zero-copy?

So the dataframe sits in memory, can I use that dataframe directly from R without making a copy of the dataframe? Imagine if the dataframe is 100G in size so copying is very inefficient. …
xiaodai's user avatar
  • 630
1 vote
2 answers
1k views

Does Python have R's tidytext equivalent?

I can't seem to find a tidytext (R library) equivalent in Python. Text mining in Python seems quite weak compared to R. …
xiaodai's user avatar
  • 630
5 votes
3 answers
737 views

R has {drake} which makes it easy to make reproducible data pipelines. Does Python have a si...

See R's {drake}. It allows you to define a reproducible pipeline plan <- drake_plan( raw_data = readxl::read_excel(file_in("raw_data.xlsx")), data = raw_data %>% mutate(Species = forcats::fct …
xiaodai's user avatar
  • 630
31 votes
4 answers
27k views

Is pandas now faster than data.table?

Here is the GitHub link to the most recent data.table benchmark. The data.table benchmarks has not been updated since 2014. I heard somewhere that Pandas is now faster than data.table. Is this true? H …
xiaodai's user avatar
  • 630