Table of contents

Notebooks on Time Series (subscribe via RSS)

The pages below document certain specific topics usually related to time series analysis in Python. Usually they are Jupyter Notebooks, rendered into HTML for this website.

Note: all notebooks are kept for historical context, and so as time has passed some have been superseded by others. Notes have been added to indicate where this has happened.

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2013

Example notebooks for Statsmodels in 2021

Statsmodels is a Python library that contains many poweful statistical tools, but there aren't always enough examples of how and when to use it, and, worse, older examples can become outdated. This set of example notebooks is intended to showcase some of the ways that Statsmodels can be used for data science and econometrics.

Notebooks

  1. ETL Data - COVID-19 datasets
  2. Seasonal adjustment - COVID-19 cases