How to Detect Seasonality, Outliers, and Changepoints in Your Time Series

All It Takes is Kats and a Few Lines of Code

Motivation

Have you ever looked at a time series and wonder if there are any repetitive patterns, outliers, or change points in it?

I asked the same questions when looking at the daily number of users viewing my page from January to August 2021.