lens
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.
Installation
lens
can be installed from PyPI with pip
:
pip install lens
Testing
To run the tests, run:
py.test --ignore=it
License
lens
is licensed under the Apache License, see LICENSE.txt for details.