Altair
Hacker ApprovedShares rank 8 of 19 charting libraries by recommenders
A Python library for building charts from the grammar of graphics, valued for composing charts and interactive graphs. One critic finds it restrictive for some use cases.
A Python library for building charts from the grammar of graphics, valued for composing charts and interactive graphs. One critic finds it restrictive for some use cases.
11 people gave an opinion
- recommend it
- 11
- criticize it
- 0
- approval share
- 100%
Recommended in 6 of 13 months
- November 2025: recommended
- December 2025: recommended
- January 2026: not recommended
- February 2026: not recommended
- March 2026: not recommended
- April 2026: recommended
- May 2026: not recommended
- June 2026: recommended
- July 2026: recommended
- August 2026: not recommended
- September 2026: recommended
- October 2026: not recommended
- November 2026: not recommended (month in progress)
Why it carries the badge
- 11 people recommend itNeeds 10 or more, met.
- Nobody criticizes itNeeds 2 to 1 or better, met.
- Recommended in 6 of 13 monthsNeeds 4 or more, met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Grammar of graphics approach
“Seaborn, altair, plotnine all take ggplot's GoG and bring it to Python and I'm really grateful for that.”
Comment from 27 Nov 2025 in “Python is not a great language for data science” “get familiar with grammar of graphics libraries like Vega-Lite, Observable Plot, ggplot2, Altair”
Comment from 8 Jul 2026 in “Show HN: Microsoft releases Flint, a visualization language for AI agents” “the grammar-of-graphics libraries — Altair, plotnine — may be the better tool for many people”
Comment from 23 Jun 2026 in “Plotnine” Plugs into Polars and tables
“Being able to plug directly into Altair charts and tables was a huge boon.”
Comment from 10 Apr 2026 in “Show HN: Marimo pair – reactive Python notebooks as environments for agents” “Altair and Positron should be just as good for your Polars @ Python needs”
Comment from 3 Sep 2026 in “Pre-Release of Polars 2.0” Simple, composable chart building
“flexibly compose charts rather than simply pick a template”
Comment from 23 Jun 2026 in “Plotnine” “really admire the simplicity”
Comment from 2 Dec 2025 in “Python Data Science Handbook”
What people warn about
Each mark is one comment
Restrictive for some use cases
“is rather restrictive for some of my use cases”
Comment from 8 Sep 2026 in “Vega-Altair: Declarative Visualization in Python”
Other charting libraries people recommend
The four most recommended other charting libraries, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
See all 19 charting libraries, rankedWhat people said
10 of the 11 comments that mention it, newest first. Each links to the original comment.
“is rather restrictive for some of my use cases”
“Altair and Positron should be just as good for your Polars @ Python needs”
“get familiar with grammar of graphics libraries like Vega-Lite, Observable Plot, ggplot2, Altair”
“quite good for interactive graphs”
“the grammar-of-graphics libraries — Altair, plotnine — may be the better tool for many people”
“altair which has been my go to in python now”
“flexibly compose charts rather than simply pick a template”
“Being able to plug directly into Altair charts and tables was a huge boon.”
“really admire the simplicity”
“Seaborn, altair, plotnine all take ggplot's GoG and bring it to Python and I'm really grateful for that.”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.