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ggplot2 vs SciPy

A side-by-side comparison of pricing, ratings, features, pros and cons.

ggplot2
ggplot2Posit / Hadley WickhamOpen Source
SciPy
SciPySciPy communityOpen Source
DescriptionOpen-source R package for building data visualizations using a declarative Grammar of Graphics.A Python-based ecosystem of open-source software for mathematics, science, and engineering.
Category
DeveloperPosit / Hadley WickhamSciPy community
Verified StatusNoNo
Last UpdatedSep 2026Sep 2026
Pricing ModelOpen SourceOpen Source
Free PlanYesYes
Free TrialNoNo
Open SourceYesYes
API AccessNoNo
Features
Declarative layered graphics via aes() and geom_*() functions
Combines data mappings, scales, facets, and coordinate systems
Large ecosystem of extension packages
MIT licensed, distributed via CRAN and GitHub
Stable lifecycle after a decade of production use
Maintained under Posit with Thomas Lin Pedersen as lead maintainer
Optimization, integration, and interpolation algorithms
Eigenvalue and differential-equation solvers
Statistical functions and hypothesis testing
Sparse matrices and k-d tree data structures
Built on optimized Fortran/C/C++ code
Free and open source (BSD license)
Tags
r-packagedata-visualizationgrammar-of-graphicsopen-sourcestatistical-graphics
scipyecosystempython-basedopen-source
Review Count00
Saves00
Views3939
Quality Score29/10062/100
Website StatusOnlineOnline
Websiteggplot2.tidyverse.orgwww.scipy.org
Social Links1 linked1 linked
ScreenshotsNoNo
Pros
Free to use
Free to use

Who Should Choose Each Tool?

Choose ggplot2 if:

  • Free to use

Choose SciPy if:

  • Free to use

Frequently Asked Questions

Both tools are closely matched on rating — the better fit depends on your specific needs. See the full feature and pricing comparison above.

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