lens

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.2593336.svg :target: https://doi.org/10.5281/zenodo.2593336

lens is a library for exploring data in Pandas DataFrames. It computes single column summary statistics and estimates the correlation between columns. We wrote lens when we realised that the initial steps of acquiring a new data set were almost formulaic: What data type is in this column? How many null values are there? Which columns are correlated? What's the distribution of this value? lens calculates all this for you.

See the documentation_ for more details.

.. _documentation: https://lens.readthedocs.io/en/latest

Installation

lens can be installed from PyPI with pip:

.. code-block:: bash

pip install lens

Testing

Tests can be run using tox (replace py37 with the version of python you wish to use to run the tests):

.. code-block:: bash

pip install tox
tox -e py37

License

lens is licensed under the Apache License, see LICENSE.txt for details.