feat(analysis): visualize row-wise summary-bundle effect on Detail A electricity coefficients#452
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feat(analysis): visualize row-wise summary-bundle effect on Detail A electricity coefficients#452MoLi7 wants to merge 1 commit into
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…ty coefficients Add bedrock/analysis/a_matrix_bundle_effect/ comparing the electricity (221100) input coefficient per detail commodity between the 2017 Detail A (derive_cornerstone_Aq) and the post scale+inflate Detail A (derive_cornerstone_Aq_scaled, model_base_year), grouped by parent BEA 2017 summary bundle. Renders per-bundle dispersion plots (detail dots vs output-weighted summary-bundle anchors for both years) and an all-commodity 2017-vs-scaled scatter, showing how scaling pulls within-bundle outliers toward the bundle anchor. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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What changed? Why?
Adds a new analysis folder
bedrock/analysis/a_matrix_bundle_effect/that visualizes how scale+inflate moves detail-level electricity input coefficients, organized by BEA 2017 summary bundle.For each detail commodity j it compares
A[221100, j]between:derive_cornerstone_Aq()(BEA 2017 benchmark, pre-scaling)derive_cornerstone_Aq_scaled()atmodel_base_year(2023)with each year's summary-bundle anchor computed as the output-weighted mean of that year's coefficients within the bundle (the bundle-aggregate coefficient implied by the detail A).
Motivation: makes the "bundle crushing" effect of summary-based scaling visible — within-bundle outliers (e.g. industrial gases, cement, primary aluminum) get pulled toward the bundle anchor while the anchor itself barely moves. Supports the A-matrix method comparison in #337.
row-wise bundle effect if column-wise ABSR (does NOT reflect bedrock codepath)
row-wise bundle effect if cell-to-block ABSR via scaling (reflects bedrock codepath)
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Testing
black --check .,ruff check .,mypy bedrock(424 files clean),pytest(216 passed, 3 skipped, 1 xfailed).🤖 Generated with Claude Code