Then, you can run the function like this to visualize pre-snap player positions:

You can also visualize player movement during the play if you set movements to True:

We hope that through this tutorial you have been able to see how data that does not appear to be time-series initially, is in fact time-series data after all. With TimescaleDB, analyzing time-series data can be easy (and fun!) when you use hyperfunctions and . We encourage you to try these functions in your own database and try experimenting with different kinds of analysis.