python_stats_basics

In this repo you will find some python scripts to learn by example the basics of running statistics in python:

Data table loading and description using pandas https://pandas.pydata.org/

Data exploration using seaborn https://seaborn.pydata.org/

Basic stats using statsmodels https://www.statsmodels.org/stable/index.html

Installation

If you use conda virtual environments (highly recommended):

conda config --add channels conda-forge
conda config --add channels intel
conda create -n idp3_stats intelpython3_core python=3 statsmodels seaborn xlrd bottleneck

Otherwise:

pip install statsmodels seaborn xlrd bottleneck

To know how to install and use conda:

https://conda.io/en/latest/index.html

Extensive resources and tutorials are available elsewhere

pandas tutos

https://pandas.pydata.org/pandas-docs/stable/

seaborn tutos

https://seaborn.pydata.org/tutorial.html

statsmodels tutos

https://www.statsmodels.org/stable/index.html

and the excellent scipy lectures

http://scipy-lectures.org/index.html

and in particular for stats

http://scipy-lectures.org/packages/statistics/index.html