Extract and summarize material quantities from IFC files for LCA, cost estimation, and building analysis. Supports multiple files, geometry fallback, and per-material volume aggregation.

This project analyzes the performance of a commercial electrical job (Avid) in comparison to two similar projects. Using messy financial data extracted from Quickbooks, the project showcases data cleaning in Jupyter Notebooks, Excel transformations, and visualizations with Tableau to identify inefficiencies and insights.

Versioned city-level 2026 home renovation planning cost data from Renology, with provenance, citation metadata, and reproducible validation.