ChatGPT's Guide to Python and the Bland-Altman Plot in Data Science
Channel: BioniChaos
Date: 2023-12-05

In this video, I delve into the Bland-Altman plot, a method used for comparing two measurements. I demonstrate how to generate this plot using Python, showcasing the code and explaining its functionality. The plot visualizes the difference between two measurements against their average. I also discuss the potential application of the Bland-Altman plot in EEG analysis, comparing two EEG channels in the same recording. Additionally, I explore the concept of cross coherence, a frequency domain analysis, and its implementation in our existing tools. I invite feedback on these ideas and mention the possibility of developing a web application for these analyses, similar to our existing EEG noise removal tool.

Timestamps:
(00:00) Introduction to the Bland-Altman plot
(00:05) Demonstrating the Python code for the plot
(00:30) Explanation of the plot's functionality
(01:01) Potential application in EEG analysis
(01:22) Idea for a new web application
(01:36) Discussion on cross coherence function
(02:04) Feedback request and future plans

I use GitHub Copilot and ChatGPT for development. 
The tools I develop are available on https://bionichaos.com 
You can support my work on https://patreon.com/bionichaos