lens is a library for exploring data in Pandas DataFrames. It computes
single column summary statistics and estimates the correlation between columns.
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
lens calculates all this for you.
See the documentation for more details.
lens can be installed from PyPI with
pip install lens
To run the tests, run:
lens is licensed under the Apache License, see LICENSE.txt for details.