Polars Alternatives

Polars is described as 'Highly performant DataFrame library for manipulating structured data. The core is written in Rust, but the library is also available in Python. Its key features are:' and is an app in the development category. There are more than 10 alternatives to Polars for a variety of platforms, including Windows, Linux, Mac, Python and BSD apps. The best Polars alternative is PyCharm, which is both free and Open Source. Other great apps like Polars are Anaconda, SciPy, Spyder and PyPI.

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Polars alternatives are mainly Package Managers but may also be IDEs or Numerical Computation Software.  Filter by these or use the filter bar below if you want a narrower list of alternatives or looking for a specific functionality of Polars.
Polars iconPolars
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  • FreeOpen Source
  • ...

Polars is a highly performant DataFrame library for manipulating structured data. The core is written in Rust, but the library is also available in Python. Its key features are:

More about Polars
Polars alternatives page was last updated Sep 12, 2024
  1. PyCharm icon
     283 likes

    Cross-platform IDE for Python and Django with refactoring capabilities, code completion, VCS integration, deployment, issue tracking, remote debugging, and Community Edition, though lacking database support and web technologies.

    74 PyCharm alternatives
    PyCharm screenshot 1

    License model

    • FreemiumOpen Source

    Application types

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD

    Properties

    1.  Support for Themes
    2.  Privacy focused
    3.  Lightweight

    Features

    1.  Code Completion
    2.  Python IDE
    3.  Refactoring
    4.  Code Formatting
    5.  Embedded debugger
    6.  Works Offline
    7.  No registration required
    8.  Ad-free
    9.  Syntax Highlighting
    10. Git icon  Git Support
    11.  Real time collaboration
    12. Git icon  Git integration
    PyCharm iconPolars Icon

    PyCharm VS Polars

    Is PyCharm a good alternative to Polars?
     
    • PyCharm is the most popular Windows, Mac & Linux alternative to Polars.

    • PyCharm is the most popular Open Source & free alternative to Polars.

    • PyCharm is Freemium and Open SourcePolars is Free and Open Source
    • PyCharm is Privacy focused and LightweightPolars is not according to our users
  2. Anaconda icon
     69 likes

    Completely free enterprise-ready Python distribution for large-scale data processing, predictive analytics, and scientific computing. Includes 100+ of the most popular Python packages for science, math, engineering, data analysis. Cross platform on Linux, Windows, Mac.

    22 Anaconda alternatives
    Anaconda screenshot 1

    License model

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Python

    Properties

    1.  Privacy focused
    2.  Lightweight

    Features

    1.  Command line interface
    2.  PowerShell Scripting
    3.  Graphical User Interface
    4.  Data visualization
    5.  Ad-free
    6.  No Tracking
    7.  Portable
    8.  No registration required
    9.  Supports Python
    10.  Data science
    Anaconda iconPolars Icon

    Anaconda VS Polars

    Is Anaconda a good alternative to Polars?
     
    • Anaconda is the most popular commercial alternative to Polars.

    • Anaconda is Paid and Open SourcePolars is Free and Open Source
    • Anaconda is Privacy focused and LightweightPolars is not according to our users
  3. SciPy icon
     91 likes

    SciPy is a collection of mathematical algorithms and convenience functions built on NumPy. It adds significant power to Python by providing the user with high-level commands and classes for manipulating and visualizing data.

    51 SciPy alternatives
    SciPy screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • Python

    SciPy Features

    1.  Supports Python
    2.  Python-based
    SciPy iconPolars Icon

    SciPy VS Polars

    Is SciPy a good alternative to Polars?
     
  4. Spyder icon
     62 likes

    Combines advanced editing, analysis, debugging, and profiling functionalities with data exploration, execution, and visualization capabilities. Expandable using its powerful plugin system and API, providing flexibility for custom integrations.

    48 Spyder alternatives
    Spyder screenshot 1

    License model

    • FreeOpen Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Flathub
    • Python
    • Flatpak

    Properties

    1.  Privacy focused

    Features

    1.  Works Offline
    2.  Dark Mode
    3.  No registration required
    4.  No Tracking
    5.  Full-Text Search
    6.  Ad-free
    7.  Syntax Highlighting
    8.  Supports Python
    9.  Python IDE
    10.  Debugging
    11.  Built-in terminal emulation
    12.  Static Code Analysis
    Spyder iconPolars Icon

    Spyder VS Polars

    Is Spyder a good alternative to Polars?
     
  5. PyPI icon
     5 likes

    The Python Package Index (PyPI) is a repository of software for the Python programming language. PyPI helps you find and install software developed and shared by the Python community. Package authors use PyPI to distribute their software.

    46 PyPI alternatives
    PyPI screenshot 1

    License model

    • FreeOpen Source

    Application type

    Platforms

    • Online
    PyPI iconPolars Icon

    PyPI VS Polars

    Is PyPI a good alternative to Polars?
     
    • PyPI is the most popular Web-based alternative to Polars.

    • PyPI is Free and Open SourcePolars is also Free and Open Source
  6. pandas icon
     4 likes

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more.

    18 pandas alternatives

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • Python

    pandas Features

    1.  Scientific data analysis
    2.  Data science
    3.  Python-based
    pandas iconPolars Icon

    pandas VS Polars

    Is pandas a good alternative to Polars?
     
  7. python(x,y) icon
     37 likes

    Python(x,y) is a free scientific and engineering development software for numerical computations, data analysis and data visualization based on Python programming language, Qt graphical user interfaces and .

    61 python(x,y) alternatives
    python(x,y) screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Windows

    python(x,y) Features

    1.  Data visualization
    Discontinued

    The project seems no longer developed. Last version, 2.7.10.0, released in June 2015, can be still downloaded from the official website.

    python(x,y) iconPolars Icon

    python(x,y) VS Polars

    Is python(x,y) a good alternative to Polars?
     
  8. WinPython icon
     12 likes

    The easiest way to run Python, Spyder with SciPy and friends out of the box on any Windows PC, without installing anything!.

    15 WinPython alternatives

    License model

    • FreeProprietary

    Application type

    Platforms

    • Windows

    Properties

    1.  Lightweight

    Features

    1.  Works Offline
    2.  Portable
    3.  No Tracking
    4.  No registration required
    5.  Ad-free
    6.  Imports Jupyter Notebooks
    WinPython iconPolars Icon

    WinPython VS Polars

    Is WinPython a good alternative to Polars?
     
  9. Miniconda icon
     2 likes

    Miniconda is a free minimal installer for conda. It is a small bootstrap version of Anaconda that includes only conda, Python, the packages they both depend on, and a small number of other useful packages (like pip, zlib, and a few others).

    22 Miniconda alternatives

    License model

    • Free PersonalProprietary

    Application type

    Platforms

    • Windows
    • Mac
    • Linux
    • Python

    Miniconda Features

    1.  Extensible by Plugins/Extensions
    2.  Ad-free
    3.  No registration required
    4.  Python-based
    5.  Supports Python
    Miniconda iconPolars Icon

    Miniconda VS Polars

    Is Miniconda a good alternative to Polars?
     
  10. DataSpell icon
     2 likes

    JetBrains DataSpell is an IDE for data science with intelligent Jupyter notebooks, interactive Python scripts, and lots of other built-in tools.

    47 DataSpell alternatives
    DataSpell screenshot 1

    License model

    • FreeProprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux

    DataSpell Features

    1.  Scientific data analysis
    2.  Data science
    DataSpell iconPolars Icon

    DataSpell VS Polars

    Is DataSpell a good alternative to Polars?
     
  11. Portable Python icon
     2 likes

    Minimum bare bones portable python distribution with PyScripter as development environment. Contains no additional packages other than those provided with the official python setup from python.org.

    8 Portable Python alternatives

    License model

    • FreeOpen Source

    Platforms

    • Windows

    Portable Python Features

    1.  Portable
    Portable Python iconPolars Icon

    Portable Python VS Polars

    Is Portable Python a good alternative to Polars?
     
  12. NumPy icon
     1 like

    NumPy is the fundamental package for scientific computing in Python. It is a Python library that provides a multidimensional array object, various derived objects (such as masked arrays and matrices), and an assortment of routines for fast operations on arrays, including...

    53 NumPy alternatives
    NumPy screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • Python

    NumPy Features

    1.  Python-based
    NumPy iconPolars Icon

    NumPy VS Polars

    Is NumPy a good alternative to Polars?
     
12 of 17 Polars alternatives