Out-of-Core DataFrames to visualize and explore big tabular datasets
Project description
|Travis| |Conda| |Chat|
VaeX: Visualization and eXploration
===================================
Vaex is a program (and Python library) to visualize and explore large tabular datasets using statistics on an N-dimensional grid.
It mainly renders histograms, density plots and volume rendering plots for visualization in the order of 10\ :sup:`9` rows in the order of 1 second.
For exploration it support selection in 1 and 2d, but it can also analyse the columns (dimensions) to find subspaces
which are richer in information than others.
.. image:: http://vaex.readthedocs.org/en/latest/_images/overview.png
Vaex uses several sites:
* Main page: http://vaex.astro.rug.nl/
* Github for source, bugs, wiki, releases: https://github.com/maartenbreddels/vaex
* Python Package Index for installing the source in your Python tree: https://pypi.python.org/pypi/vaex/
* Documentation, similar to the homepage, but also has older versions: http://vaex.readthedocs.org/
Installation
============
Using pip
::
$ pip install --user --pre vaex
Using conda
::
conda install -c conda-forge vaex
.. |Travis| image:: https://travis-ci.org/maartenbreddels/vaex.svg?branch=master
:target: https://travis-ci.org/maartenbreddels/vaex
.. |Chat| image:: https://badges.gitter.im/maartenbreddels/vaex.svg
:alt: Join the chat at https://gitter.im/maartenbreddels/vaex
:target: https://gitter.im/maartenbreddels/vaex?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge
.. |Conda| image:: https://anaconda.org/conda-forge/vaex/badges/downloads.svg
:target: https://anaconda.org/conda-forge/vaex
VaeX: Visualization and eXploration
===================================
Vaex is a program (and Python library) to visualize and explore large tabular datasets using statistics on an N-dimensional grid.
It mainly renders histograms, density plots and volume rendering plots for visualization in the order of 10\ :sup:`9` rows in the order of 1 second.
For exploration it support selection in 1 and 2d, but it can also analyse the columns (dimensions) to find subspaces
which are richer in information than others.
.. image:: http://vaex.readthedocs.org/en/latest/_images/overview.png
Vaex uses several sites:
* Main page: http://vaex.astro.rug.nl/
* Github for source, bugs, wiki, releases: https://github.com/maartenbreddels/vaex
* Python Package Index for installing the source in your Python tree: https://pypi.python.org/pypi/vaex/
* Documentation, similar to the homepage, but also has older versions: http://vaex.readthedocs.org/
Installation
============
Using pip
::
$ pip install --user --pre vaex
Using conda
::
conda install -c conda-forge vaex
.. |Travis| image:: https://travis-ci.org/maartenbreddels/vaex.svg?branch=master
:target: https://travis-ci.org/maartenbreddels/vaex
.. |Chat| image:: https://badges.gitter.im/maartenbreddels/vaex.svg
:alt: Join the chat at https://gitter.im/maartenbreddels/vaex
:target: https://gitter.im/maartenbreddels/vaex?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge
.. |Conda| image:: https://anaconda.org/conda-forge/vaex/badges/downloads.svg
:target: https://anaconda.org/conda-forge/vaex
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
vaex-1.0.1.tar.gz
(2.8 kB
view details)
File details
Details for the file vaex-1.0.1.tar.gz
.
File metadata
- Download URL: vaex-1.0.1.tar.gz
- Upload date:
- Size: 2.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/38.4.0 requests-toolbelt/0.8.0 tqdm/4.23.0 CPython/3.6.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 |
aefe6c38290578ce3250b94e103d5f0fe4c6f5575aca8b59c28b1097095ff56c
|
|
MD5 |
a8b8a2dc45ee51b4649d1fbbf9ca3586
|
|
BLAKE2b-256 |
0346e929e70d18e4a0485cbe378973b43a42e2c3d661d8fdffd4ea83da8dea39
|