fyin-stats / time-series-demos

Jupyter notebooks containing time series analysis demos

time-series-demos

Jupyter notebooks containing various time series analysis demos.

Some of the demos have corresponding blog posts:

• adf-demo: https://medium.com/wwblog/stationarity-testing-using-the-augmented-dickey-fuller-test-8cf7f34f4844
• hampel: https://medium.com/wwblog/clean-up-your-time-series-data-with-a-hampel-filter-58b0bb3ebb04
• imputation-experiments: https://medium.com/wwblog/clean-up-your-time-series-data-with-a-hampel-filter-58b0bb3ebb04
• removing-outliers-from-time-series: https://medium.com/wwblog/clean-up-your-time-series-data-with-a-hampel-filter-58b0bb3ebb04

Setup

Install pipenv using

$ brew install pipenv

Running

Enter the pipenv shell:

$ pipenv shell

Install the dependencies:

$ pipenv install

Then start Juypter:

$ jupyter notebook