Massive R analysis of Data Science Language and Job Trends 2022

This page summarizes the projects mentioned and recommended in the original post on

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  • db-benchmark

    reproducible benchmark of database-like ops

    I use both R and Python, and agree with 1, 3 and 4, but for most data wrangling, data.table in R beats most of the competition, including pandas in Python:

  • datatable

    A Python package for manipulating 2-dimensional tabular data structures

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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