Awesome Data Analysis collects more than 500 resources for data analysis and data science.
The Best ggplot2: Elegant Graphics for Data Analysis Alternatives in 2026
Looking for something like ggplot2: Elegant Graphics for Data Analysis? Here are 13 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 1 are open source.
This online, work-in-progress third edition explains data analysis and visualization with ggplot2.
Top picks at a glance
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Awesome Data Analysis | — | Yes | — |
| 2 | Deep ML | — | Not stated | Web |
| 3 | Roadmap | — | Not stated | Android, iOS, Linux |
| 4 | Hackr.io | — | Not stated | Linux, Web |
| 5 | Developer Roadmap | — | Not stated | Linux |
| 6 | R for Data Science | — | Not stated | Web |
| 7 | Advanced R | — | Not stated | Web |
| 8 | Visualization.info | — | Not stated | Web |
| 9 | Data Visualization Guide | — | Not stated | Web |
| 10 | How DNSSEC Works | — | Not stated | Web |
All ggplot2: Elegant Graphics for Data Analysis alternatives
Deep ML
deep-ml.comDeep-ML provides hands-on exercises in machine learning and data science fundamentals.
Roadmap
roadmap.shRoadmap.sh publishes community-created developer roadmaps, guides, articles, and courses for learning technical skills.
Hackr.io
hackr.ioHackr.io catalogs technology courses, projects, user-submitted resources, and learning topics.
Developer Roadmap
github.com/kamranahmedse/developer-roadmapDeveloper Roadmap provides interactive roadmaps, guides, articles, and educational content for developers.
R for Data Science
r4ds.had.co.nzThe first edition of R for Data Science teaches data import, transformation, visualization, and modeling with R.
Advanced R
adv-r.hadley.nzThis bookdown site presents a second-edition book about programming and analysis with the R language.
Visualization.info
visualization.infoVisualization.info describes educational resources for data visualization, including lecture videos, tutorials, textbooks, and notes.
Data Visualization Guide
data.europa.eu/apps/data-visualisation-guideThe Data Visualisation Guide covers design principles, storytelling, chart types, accessibility, and other visualization topics.
How DNSSEC Works
howdnssec.worksHow DNSSEC Works explains DNS Security Extensions through an illustrated guide to its purpose and operation.
How HTTPS Works
howhttps.worksHow HTTPS Works explains HTTPS through an illustrated story about certificates and secure connections.
How DNS Works
howdns.worksHow DNS Works explains the Domain Name System through an illustrated guide, with updates and history.
Memery Spy
memory-spy.wizardzines.comMemory Spy explains how to inspect memory and what data is present in a running program.
Alternatives to similar tools
What is the best alternative to ggplot2: Elegant Graphics for Data Analysis?
Are there open-source alternatives to ggplot2: Elegant Graphics for Data Analysis?
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative










