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