plotnine VS polars

Compare plotnine vs polars and see what are their differences.

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust (by ritchie46)
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plotnine polars
36 144
3,781 25,298
- 5.7%
9.7 10.0
about 19 hours ago 6 days ago
Python Rust
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

plotnine

Posts with mentions or reviews of plotnine. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-18.

polars

Posts with mentions or reviews of polars. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-08.

What are some alternatives?

When comparing plotnine and polars you can also consider the following projects:

vaex - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

modin - Modin: Scale your Pandas workflows by changing a single line of code

arrow-datafusion - Apache Arrow DataFusion SQL Query Engine

seaborn - Statistical data visualization in Python

matplotlib - matplotlib: plotting with Python

DataFrames.jl - In-memory tabular data in Julia

Altair - Declarative statistical visualization library for Python

plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

datatable - A Python package for manipulating 2-dimensional tabular data structures

ggplot - ggplot port for python

Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

db-benchmark - reproducible benchmark of database-like ops