infolib 0.1.17

A small, simple and sturdy library to overview our PandasDataframe

======= infolib

simple and complete PandasDataframe's stat overview

Installation

Only through pip at this time https://test.pypi.org/project/infolib/

.. code-block:: python

pip install -i https://test.pypi.org/simple/ infolib

.. code-block:: python

from infolib.infolib import inf

How to use

Using infolib is very simple:

.. code-block:: python

inf(pd.DataFarame)

inf() takes 1 positional argument and expects pandas DataFrame object

Exemple

.. code-block:: python

series that will be part of the dataframe

s = pd.Series(pd.date_range("2012-1-1", periods=3, freq="D")) td = pd.Series([pd.Timedelta(days=i) for i in range(3)]) i = [1,2,3] f = [0.123,423.231,0.002] c = ['A', 'B', 'C'] cn = [1, 2, 3] b = [False, True, False] n = [np.nan, np.nan, np.nan]

import as pandas.Dtaframe

test = pd.DataFrame({"A": s, "B": td, "C": i, "D":f, "E":c, "F":cn, "G":b, "H":n})

transformation of two features as categories

test['E'] = test_03['E'].astype('category') test['F'] = test_03['F'].astype('category')

.. code-block:: python

run infolib

inf(test)

.. image:: https://raw.githubusercontent.com/AntonelloManenti/infolib/main/tests/output_infolib.PNG :alt: Infolib output

Development Status

Read well and don't say you didn't know.

== ================= \ Status == ================= ✔️ Planning ✔️ Pre-Alpha ✔️ Alpha ❌ Beta ❌ Production/Stable ❌ Mature ❌ Inactive == =================

The alpha version was tested in Colab (py 3.7) and on Jupyter (py 3.10 on Windows)

Demo

Demo on Colab_

License

MIT_

Contacts

linkedin_

.. _Demo on Colab: https://colab.research.google.com/drive/1KTI7CwP_E7IJod_WiD0PT31MaRBdhiki?usp=sharing .. _MIT: https://github.com/AntonelloManenti/infolib/blob/main/LICENSE .. _linkedin: https://github.com/AntonelloManenti/infolib/blob/main/LICENSE

.. |PyPI - Status| image:: https://img.shields.io/pypi/status/infolib .. |Build Status| image:: https://img.shields.io/badge/python-3.7%20%7C%203.8%20%7C%203.9%20%7C%203.10-blue .. |PyPI - Downloads| image:: https://img.shields.io/pypi/dm/infolib?color=green