ggplot2 Insights

What is ggplot2?

ggplot2 is a powerful and flexible data visualization package for the R programming language. It is based on the grammar of graphics, which allows users to create a wide variety of statistical graphics by specifying the data, aesthetic mappings, geometric objects, statistical transformations, and other components of a plot. ggplot2 is commonly used for creating publication-quality graphics, exploring data visually, and communicating insights through data visualization.

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What other technologies are related to ggplot2?

ggplot2 Competitor Technologies

Plotly

Plotly is a graphing library that can be used as an alternative to ggplot2 for creating interactive and web-based visualizations.

mentioned alongside ggplot2 in 10% (1.1k) of relevant job posts

Seaborn

Seaborn is a Python data visualization library based on Matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics, offering an alternative to ggplot2 for Python users.

mentioned alongside ggplot2 in 10% (959) of relevant job posts

Matplotlib

Matplotlib is a Python plotting library providing a wide range of static, interactive, and animated visualizations. It is an alternative to ggplot2 for data visualization in Python.

mentioned alongside ggplot2 in 3% (852) of relevant job posts

D3.js

D3.js is a JavaScript library for manipulating documents based on data. It allows for highly customized and interactive visualizations, offering an alternative to ggplot2, especially for web-based applications.

mentioned alongside ggplot2 in 2% (171) of relevant job posts

Bokeh

Bokeh is a Python interactive visualization library that targets modern web browsers for presentation. It serves as an alternative to ggplot2, particularly for interactive plots in web applications.

mentioned alongside ggplot2 in 4% (61) of relevant job posts

Dash

Dash is a Python framework for building analytical web applications. It provides components for interactive data visualization, offering an alternative to ggplot2 in Python-based web apps.

mentioned alongside ggplot2 in 1% (115) of relevant job posts

D3

D3.js is a JavaScript library for manipulating documents based on data. It allows for highly customized and interactive visualizations, offering an alternative to ggplot2, especially for web-based applications.

mentioned alongside ggplot2 in 1% (107) of relevant job posts

ggplot2 Complementary Technologies

dplyr

dplyr is a grammar of data manipulation, providing a consistent set of verbs that help you solve the most common data manipulation challenges. It works well with ggplot2 for data preparation.

mentioned alongside ggplot2 in 43% (483) of relevant job posts

tidyr

tidyr is an R package that helps you tidy your data, making it easier to work with. It is often used alongside ggplot2 to prepare data for visualization.

mentioned alongside ggplot2 in 65% (121) of relevant job posts

tidyverse

The tidyverse is a collection of R packages designed for data science, including ggplot2, dplyr, tidyr, and others. They work together to provide a consistent and efficient workflow for data analysis and visualization.

mentioned alongside ggplot2 in 18% (295) of relevant job posts