tcgoetz/GarminDB

Features

• Local Health Databases - Maintains a private database of health and fitness metrics for custom querying and analysis without relying on cloud services.
• Local-First Databases - Implements a local-first database system for the private storage and ownership of health and fitness metrics.
• Data Ingestion - Provides a system for importing remote fitness data from external API formats into a local database.
• Metric Analysis Tools - Compares performance trends across multiple activities and generates detailed fitness statistics.
• Performance Analysis - Processes raw activity and health data to calculate performance summaries and longitudinal trends over time.
• Self-Hosted Health Archives - Retains original fitness files and parsed data in a local repository for independent health tracking.
• Data Import - Downloads activity files from remote accounts or devices for local database storage.
• Fitness - Summarizes raw health records into structured daily and yearly totals for longitudinal analysis.
• Remote-to-Local Database Synchronizers - Synchronizes remote fitness data with a local database for offline access and ownership.
• Fitness Account Integrations - Implements secure API integration to retrieve fitness data from remote Garmin accounts.
• Fitness Activity Analysis - Analyzes imported fitness files to generate health insights and performance metrics from activity records.
• Fitness Data Parsers - Parses Garmin fitness and health files to store activity metrics in a local database.
• Fitness Metric Aggregators - Summarizes raw activity and health data into daily, weekly, monthly, and yearly totals for longitudinal analysis.
• Health Data Integration - Downloads and parses daily monitoring and health data from remote accounts into a local database.
• Local Data Stores - Provides a local database system for importing, archiving and analyzing health and activity metrics.
• Local Persistence - Persists downloaded health and activity data locally to ensure data ownership and offline availability.
• Fitness Account Archivers - Downloads and stores Garmin fitness and health records locally to ensure long term data ownership and backup.
• Fitness Metric Calculators - Calculates performance metrics and summaries based on stored fitness data to track progress.
• GPS Heatmaps - Creates visual maps of GPS coordinates from stored activity data to identify frequently traveled paths.
• GPS Path Tracking - Provides tools for visualizing movement paths using satellite positioning data for outdoor activities.
• Activity Performance Benchmarking - Analyzes multiple activities over the same course to identify performance differences and trends.
• Health Data Summaries - Aggregates raw health and activity metrics into structured tables for periodic analysis.
• Temporal Trend Visualizers - Generates temporal trend graphs and charts from the health database using command-line tools or notebooks.
• Health Metric Visualizations - Provides capabilities to produce graphs from the database for analyzing health trends via command-line tools or notebooks.
• Incremental Data Synchronization - Fetches only the data generated after the most recent local entry to keep the database current.
• Raw Data Archiving - Preserves original source files locally to allow for future database regeneration without re-downloading.
• Source - Retains original source files on disk to enable full database reconstruction without re-downloading data.
• Third-Party Plugins - Provides a plugin system to extend the data pipeline with specialized parsing for third-party metrics.
• GPS Path Heatmaps - Processes stored GPS coordinates to create visual maps of frequently traveled paths.

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