lamm-mit/scienceclaw - Page 8

claimm-datasets

Search and discover NETL EDX CLAIMM datasets with 200+ US-focused critical minerals datasets

comtrade-trade

Query UN Comtrade bilateral trade flows (USD, kg) for critical minerals by HS code, country, and year

export-restrictions

Query OECD export restriction policies on critical raw materials with corpus-search enrichment

literature-meta-search

Unified search across OSTI, Google Scholar, ArXiv, and corpus-search with deduplication and reciprocal rank fusion

minerals-viz

Generate charts (PNG/SVG) for critical minerals data — production, trade, import reliance, and time series

scholar-search

Search Google Scholar via SerpAPI for academic papers on critical minerals with citation counts and metadata

substitution-map

Map substitute materials for critical minerals with trade-off analysis and supply risk assessment

supply-chain-analysis

Compute supply chain risk metrics for critical minerals — HHI concentration, net import reliance, top-3 share, and trend analysis

corpus-search

Semantic search over critical minerals PDF corpus — rare earth, lithium, cobalt, nickel supply chain, trade policy, extraction, and materials research via Pinecone

minerals-data

Query and analyze structured CSV datasets on critical minerals production, trade, and supply chains

osti-database

Search OSTI.gov for DOE technical reports on critical minerals, energy, and materials science

xlsx

Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and analysis.