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Initial implementation: NEM Battery SCADA Data Explorer
ClaudeFull-stack web app for exploring 4-second BESS SCADA data from AEMO NEMWEB: - FastAPI backend with async AEMO ZIP fetching, Polars-based CSV filtering, Parquet/CSV download endpoints, and SQLite analytics logging - Vanilla JS frontend with Plotly.js interactive time-series chart, state→BESS→date selection flow, data quality breakdown, and paginated table - Dockerfile configured for HuggingFace Spaces (port 7860) - Static BESS list (NSW/VIC/QLD/SA) with real DUIDs from AEMO NEM data - MW_QUALITY_FLAG explained to users (Good/Suspect/Bad) - IP-based analytics logging without user accounts https://claude.ai/code/session_01Vm5dTYdRf99LZ9MfB86vjxfd0bd3b