aluminum_operating_model Dashboard Packs
Aluminum Industry Dashboard Pack
Main consensus expectations pack
13 sections
Aluminum consensus expectations, standardized demand proxy dashboard, demand-supply balance, staleness, margins, unit economics, and explicit coverage gaps.
- Master Regime Map
- Master Regime Panels
- Demand-Supply Balance Expectations
- Supply Expectations
- Demand Expectations
- Margin Cycle
- Unit Netback
- Commodity Staleness Time Series
- Aluminum Staleness by Company
- Aggregate Strip Revenue / EV Sensitivity [coverage_gap]
- Company Aluminum Production and Strip Revenue Proxy [coverage_gap]
- Company Strip Revenue / EV Sensitivity [coverage_gap]
- Company Universe Appendix
Aluminum Company Data Cleaning Review
data_cleaning_review_pack
5 sections
Company data-cleaning review pack for aluminum dashboard inputs.
- Applied Cleanup Summary
- Review Queue Counts
- Cleaned Demand Series Review
- Cleaned Demand Aggregate Delta
- Artifacts
Aluminum Supply Company Coverage Appendix Pack
Supply company coverage audit pack
4 sections
Used supply series table, supply anomaly review, cleaned-series review, and raw supply company panels.
- Supply Companies and Used Series
- Supply Data Anomaly Review
- Cleaned Supply Series Review
- Raw Supply / Capacity / Production by Company
Aluminum Demand Proxy Company Coverage Appendix Pack
Demand proxy company coverage audit pack
12 sections
Used demand proxy series table, demand anomaly review, cleaned-series review, and raw demand proxy panels.
- Canonical Demand Proxy Companies and Used Series
- Demand Proxy Coverage Gaps and Fallbacks
- Demand Proxy Candidate and Recommendation Review
- Demand Proxy Excluded or Not-Used Candidates
- Demand Proxy Data Anomaly Review
- Cleaned Demand Proxy Series Review
- Raw Demand Proxy Series by Company: Transport Lightweighting
- Raw Demand Proxy Series by Company: Packaging
- Raw Demand Proxy Series by Company: Construction
- Raw Demand Proxy Series by Company: Electrical Grid
- Raw Demand Proxy Series by Company: Aerospace Defense
- Raw Demand Proxy Series by Company: Industrial Consumer Durables
Other Files
- Commodity standardization audit - Shared-schema audit for company selection, field promotion, BQNT queues, cleaning, and aggregates.
- Canonical supply metric contract - Declared headline supply metric basis used by dashboard validation.