Everyone loves Spotify Wrapped, so why shouldn't we get an OTF variant?! This script is a proof of concept for just that. It connects directly to Orange Theory's AWS endpoint and pulls your data; note that this authenticates with your email and password associated with your OTF account. From there, the script collects your data and presents it to you!

• Automatically determines tread start vs row start (assumes max HR occurs in your tread block) and plots your typical class
• Minutes spent in each HR zone over the course of the year
• Total Calories burned
• Max Calories burned in a single class
• Max Splats in a single class
• Max HR seen in a single class
• How many of each class type you attended
• The week you attended the most classes
• How many classes you took with each coach
• Overall number of classes you've taken

You're going to need:

• A valid python installation on your computer
• Install the required packages: pip install -r requirements.txt
• Run the script in terminal: python __init__.py

• Most of the data is time-boxed to 2023. Some plots (HR minute by minute) include all of your data
• Any semblance of aesthetic. I'm a Data Scientist, not a Designer. I welcome anyone to create a prettier version of this. Bonus points if you want to take on making an exe version for those who don't want to use python
• HR Recovery Analysis - Originally I wanted to use the minute by minute HR data to analyze how quickly your HR increases/decreases since this recovery time is a huge part of OT. Don't currently have the time right now to devote to this. Also 1 min resolution is pretty coarse for this type of analysis.

Big thanks to /u/fireislander on Reddit for all the footwork to get the data from OTF's AWS Endpoint.