Compare health metrics between Apple Watch Series 8 and Garmin Forerunner 945 LTE
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What
This project compares health data collected from an Apple Watch Series 8 and a Garmin Forerunner 945 LTE. It visualizes various health metrics to analyze the correlation between measurements from these two devices.
How
The application uses Django for the backend and JavaScript (with HTMX) for the frontend. Health data is stored in a Postgres database and retrieved based on user selection. The data is then processed using pandas and scikit-learn for standardization and correlation analysis. Plotly is used to create interactive visualizations of the data.
Why
This project aims to provide insights into the accuracy and consistency of health measurements across different smartwatch brands.