data.table Insights

What is data.table?

data.table is an R package that provides an enhanced version of data frames. It is known for its speed and efficiency, particularly when working with large datasets. It offers a concise syntax for data manipulation, aggregation, and updating by reference, making it a powerful tool for data analysis and transformation in R.

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What other technologies are related to data.table?

data.table Competitor Technologies

dplyr

dplyr is an R package that provides a grammar of data manipulation, offering similar functionalities to data.table for data wrangling and transformation.

mentioned alongside data.table in 10% (112) of relevant job posts

Pandas

Pandas is a Python library providing data structures and data analysis tools. It competes with data.table in terms of providing efficient data manipulation capabilities, but in the Python ecosystem.

mentioned alongside data.table in 0% (89) of relevant job posts

data.table Complementary Technologies

tidyverse

The tidyverse is a collection of R packages designed for data science, and while data.table can be used within a tidyverse workflow, it is often seen as an alternative to the tidyverse's dplyr for data manipulation. It is compatible with other tidyverse packages.

mentioned alongside data.table in 4% (66) of relevant job posts

ggplot2

ggplot2 is a popular R package for data visualization. data.table is often used to prepare and process data for visualization with ggplot2.

mentioned alongside data.table in 3% (80) of relevant job posts

Shiny

Shiny is an R package for building interactive web applications. data.table can be used to efficiently manage and process data within Shiny apps.

mentioned alongside data.table in 1% (70) of relevant job posts