Aluminum Demand Proxy Company Coverage Appendix Pack

Demand-proxy-only appendix for aluminum end-market company series used by the dashboard. The pack lists used proxy series, review flags, cleaned-series status, and raw company panels by bucket.

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Canonical Demand Proxy Companies and Used Series

Companies and proxy series actually used in the latest canonical aluminum demand composite. Raw FY1E/FY2E/FY3E levels are kept separate from derived FY2/FY1 and FY3/FY1 growth signals.

Demand Table Links

aerospace_defense / physical_activity (7 rows)

Bucket	Proxy Family	Promotion Role	Company	Ticker	Metric	FY1E Raw	FY2E Raw	FY3E Raw	FY2/FY1 y/y %	FY3/FY1 CAGR %	Fallback	Revenue Fallback	Recommendation	Review Reason
aerospace_defense	physical_activity	aggregate_child	Boeing	BA UN EQUITY	num aircraft deliveries	11.0	18.0	18.0	0.0	0.0	False	False	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y
aerospace_defense	physical_activity	aggregate_child	Airbus	AIR FP EQUITY	num aircraft deliveries	422.0	477.0	542.0	13.033175355450233	13.329616145712752	False	False	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y
aerospace_defense	physical_activity	aggregate_child	General Dynamics Corp	GD UN EQUITY	num aircraft deliveries	161.0	170.0	176.0	5.590062111801242	4.55466043478665	False	False	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y
aerospace_defense	physical_activity	headline_component	Rolls-Royce	RR/ LN EQUITY	number of units shipped	306.0	352.0	412.0	14.147909967845653	14.958401535517552	False	False	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates
aerospace_defense	physical_activity	headline_component	CMI UN EQUITY	CMI UN EQUITY	engine deliveries units	68516.0	121239.0	126897.0	76.94990951018741	36.09108518428212	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
aerospace_defense	physical_activity	aggregate_child	EMBJ3 BS EQUITY	EMBJ3 BS EQUITY	num aircraft deliveries	91.0	95.0	100.0	8.571428571428562	10.840941378690427	False	False	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y
aerospace_defense	physical_activity	headline_component	Safran	SAF FP EQUITY	number of units shipped	40.0	35.0	28.0	-12.5	-16.333997346592444	False	False	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates

construction / physical_activity (7 rows)

Bucket	Proxy Family	Promotion Role	Company	Ticker	Metric	FY1E Raw	FY2E Raw	FY3E Raw	FY2/FY1 y/y %	FY3/FY1 CAGR %	Fallback	Revenue Fallback	Recommendation	Review Reason
construction	physical_activity	headline_component	Norfolk Southern Corp	NSC UN EQUITY	rail carloads	636878.2434207955	650628.2301181325	660087.8751433332	2.053464745658085	1.6741909365442176	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
construction	physical_activity	headline_component	NVR UN EQUITY	NVR UN EQUITY	is home sales home building	9270289245.32775	9779008602.471428		5.387673871129639		False	False	promote	latest snapshot stale (182d); auto-promoted by availability and proxy-specificity gates
construction	physical_activity	headline_component	Lennar Corp	LEN UN EQUITY	is home sales home building	30866202995.519512	31708423995.124767	32779809564.114403	4.32739398207691	3.4112746313796016	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
construction	physical_activity	headline_component	DR Horton Inc	DHI UN EQUITY	is home sales home building	31465540495.239334	33271049401.470352	35666869725.42756	5.685315361141363	6.465562340361108	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
construction	physical_activity	headline_component	Anhui Conch Cement	914 HK EQUITY	shipment volume	260346799.99999997	265553735.99999997	262898198.64	2.0000000000000018	0.4888053466653552	False	False	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates
construction	physical_activity	headline_component	Mitsubishi Estate Co Ltd	8802 JT EQUITY	number of homes closed delivered	1844.0666666666664	1717.4	1750.7333333333331	-5.239332380927131	-2.102008048568227	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
construction	physical_activity	headline_component	Mitsui Fudosan Co Ltd	8801 JT EQUITY	number of homes closed delivered	2765.5833333333335	3369.620166666667	3424.67878	6.017456402493404	3.490745114401661	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates

electrical_grid / physical_activity (3 rows)

Bucket	Proxy Family	Promotion Role	Company	Ticker	Metric	FY1E Raw	FY2E Raw	FY3E Raw	FY2/FY1 y/y %	FY3/FY1 CAGR %	Fallback	Revenue Fallback	Recommendation	Review Reason
electrical_grid	physical_activity	headline_component	Toyota Industries Corp	6201 JT EQUITY	number of units sold	11082156.64272916	12657805.572673358	13908918.45008654	15.0610172411368	15.003534771306292	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
electrical_grid	physical_activity	aggregate_child	601877 C1 EQUITY	601877 C1 EQUITY	sales volume	134255052.7635642	140670321.09014243	147397428.30370152	4.77841853585661	4.780298985344422	False	False	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y
electrical_grid	physical_activity	aggregate_child	005490 KP EQUITY	005490 KP EQUITY	amount produced in weight	3310440.600000001	3343545.006		0.9999999999999788		False	False	promote	short complete FY history (18 months); latest snapshot stale (182d); auto-promoted as product/geography sibling group anchor; aggregate before y/y

industrial_consumer_durables / physical_activity (2 rows)

Bucket	Proxy Family	Promotion Role	Company	Ticker	Metric	FY1E Raw	FY2E Raw	FY3E Raw	FY2/FY1 y/y %	FY3/FY1 CAGR %	Coverage	Fallback	Revenue Fallback	Recommendation	Review Reason
industrial_consumer_durables	physical_activity	headline_component	Tokyo Gas Co Ltd	9531 JT EQUITY	sales volume	4328.0	4335.0	4343.0	0.1706484641638139	0.1811499167124308		False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
industrial_consumer_durables	physical_activity	headline_component	7751 JT EQUITY	7751 JT EQUITY	number of units shipped	169.0	180.0	178.0	6.5088757396449815	2.628185108664116		False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates

packaging / physical_activity (6 rows)

Bucket	Proxy Family	Promotion Role	Company	Ticker	Metric	FY1E Raw	FY2E Raw	FY3E Raw	FY2/FY1 y/y %	FY3/FY1 CAGR %	Fallback	Revenue Fallback	Recommendation	Review Reason
packaging	physical_activity	headline_component	International Paper Co	IP UN EQUITY	shipment volume	2612110.250565968	2615177.0048982687	2601152.9508535056	0.1488624859860898	-0.2662922067795392	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
packaging	physical_activity	headline_component	Coca-Cola HBC AG	CCH LN EQUITY	number of units sold	638257285.8454081	645139125.9813664	650326384.0221597	1.011863957044179	0.9140271068370788	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
packaging	physical_activity	headline_component	SI IS EQUITY	SI IS EQUITY	sales volume	71735.22836875	77690.77082465625	84126.42583935002	8.426154704678513	8.247599369602066	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
packaging	physical_activity	headline_component	Coca-Cola Europacific Partners	CCEP UW EQUITY	number of units sold	4019752986.842347	4083365284.3646207	4153954209.890243	1.646331944625001	1.6847668788096293	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
packaging	physical_activity	preferred_total	Carlsberg	CARLB DC EQUITY	total beverage volume produced	153192968.2020573	155281103.9957985	157706299.03541037	1.348980298940461	1.4648078793631836	False	False	promote	existing-company field upgrade; auto-promoted as preferred parent/total line
packaging	physical_activity	headline_component	Stora Enso Oyj	STERV FH EQUITY	shipment volume	1215730000.0	1240044600.0	1252445046.0	2.5299780593740273	2.0691684668071364	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates

transport_lightweighting / physical_activity (4 rows)

Bucket	Proxy Family	Promotion Role	Company	Ticker	Metric	FY1E Raw	FY2E Raw	FY3E Raw	FY2/FY1 y/y %	FY3/FY1 CAGR %	Fallback	Revenue Fallback	Recommendation	Review Reason
transport_lightweighting	physical_activity	aggregate_child	Subaru Corp	7270 JT EQUITY	number of vehicles sold	1098056.2441691188	1152002.4130120506	1178793.6829729988	4.44998253583726	2.573825594051926	False	False	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y
transport_lightweighting	physical_activity	headline_component	Rolls-Royce	RR/ LN EQUITY	number of units shipped	306.0	352.0	412.0	14.147909967845653	14.958401535517552	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates
transport_lightweighting	physical_activity	aggregate_child	PCAR UW EQUITY	PCAR UW EQUITY	number of vehicles sold	105359.202203193	111423.16382323483	115251.115846737	5.736069635768692	3.6432271708421338	False	False	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y
transport_lightweighting	physical_activity	headline_component	Nissan	7201 JT EQUITY	number of vehicles sold	1302652.3748496508	1366038.9747351396	1414776.4627742255	5.710962550318688	2.8390595095441284	False	False	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates

Demand Proxy Coverage Gaps and Fallbacks

Bucket-level coverage, selected proxy family, fallback, and revenue-proxy flags used by the canonical demand composite.

Bucket	Selected Proxy Family	Promotion Role	Company Count	Qualified Company Count	Series Count	Candidate Count	Coverage Status	Coverage Gap Flag	Latest Bucket Date	Latest Headline Date	Present In Latest Headline	Latest Recency Status	Fallback Used	Revenue Fallback Used	Fallback Reason	Available Proxy Families
aerospace_defense	physical_activity	dashboard_bucket_input	7	7	11.0	11	qualified	False	2026-06-29	2026-06-29	True	current_latest_headline	False	False	nan	physical_activity; revenue_value
construction	physical_activity	dashboard_bucket_input	7	7	7.0	7	qualified	False	2026-06-29	2026-06-29	True	current_latest_headline	False	False	nan	physical_activity; revenue_value
electrical_grid	physical_activity	dashboard_bucket_input	3	3	5.0	5	qualified	False	2026-06-29	2026-06-29	True	current_latest_headline	False	False	nan	physical_activity; revenue_value
industrial_consumer_durables	physical_activity	dashboard_bucket_input	2	2	2.0	2	qualified	False	2026-06-29	2026-06-29	True	current_latest_headline	False	False	nan	physical_activity; revenue_value
packaging	physical_activity	dashboard_bucket_input	6	6	6.0	6	qualified	False	2026-06-29	2026-06-29	True	current_latest_headline	False	False	nan	physical_activity; revenue_value
transport_lightweighting	physical_activity	dashboard_bucket_input	5	5	8.0	8	qualified	False	2026-06-29	2026-06-29	True	current_latest_headline	False	False	nan	physical_activity; revenue_value

Demand Proxy Candidate and Recommendation Review

Candidate-level review context, promotion decisions, availability, and recommendation reasons.

Appendix Status	Bucket	Proxy Family	Selected Proxy Family	Company	Primary Ticker	Metric Label	Promotion Role	Line Resolution Role	Use In Headline	Recommended Action	Review Reason	Availability Status	Latest Fy1E	Latest Fy2E	Latest Fy3E	Latest Fy2 Fy1 Yoy Pct	Latest Fy3 Fy1 Cagr Pct
used_in_canonical_composite	aerospace_defense	physical_activity	physical_activity	Rolls-Royce	RR/ LN EQUITY	number of units shipped	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	306.0	352.0	412.0	15.032679738562084	16.03470294520386
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Rolls-Royce	RR/ LN EQUITY	sales rev turn	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	8554568203.972481	9120839179.851274	9909877220.22367	6.6195155895283575	7.630433700188588
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Safran	SAF FP EQUITY	cb is adj revenue	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	7454435509.402184	8157662402.871847	9100409601.602749	9.43367063250722	10.4900293783335
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Honeywell International Inc	HON UW EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	2682344328.0016317	2953163195.7145357	3191844091.4788346	10.096349856569908	9.084632152597605
used_in_canonical_composite	aerospace_defense	physical_activity	physical_activity	EMBJ3 BS EQUITY	EMBJ3 BS EQUITY	num aircraft deliveries	aggregate_child	aggregate_child	True	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	36.0	39.0	43.0	8.333333333333325	9.290642071700006
used_in_canonical_composite	aerospace_defense	physical_activity	physical_activity	Airbus	AIR FP EQUITY	num aircraft deliveries	aggregate_child	aggregate_child	True	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	412.0	472.0	540.0	14.563106796116498	14.484916545826486
used_in_canonical_composite	aerospace_defense	physical_activity	physical_activity	General Dynamics Corp	GD UN EQUITY	num aircraft deliveries	aggregate_child	aggregate_child	True	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	22.0	22.0	24.0	0.0	4.4465935734187
used_in_canonical_composite	aerospace_defense	physical_activity	physical_activity	CMI UN EQUITY	CMI UN EQUITY	engine deliveries units	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	68516.0	121239.0	126897.0	76.94990951018741	36.09108518428212
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	General Dynamics Corp	GD UN EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	9833082066.610312	10439010050.187138	10879255382.295189	6.162136952302522	5.18522830216348
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	CMI UN EQUITY	CMI UN EQUITY	is rev including interseg rev	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	1652669999.9999998	1722689100.0	1750195973.0	4.236726025159299	2.9082678659799965
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Airbus	AIR FP EQUITY	is rev including interseg rev	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	16656772308.560572	17844773535.4768	18981554437.964493	7.1322414985865334	6.750633954568741
used_in_canonical_composite	aerospace_defense	physical_activity	physical_activity	Safran	SAF FP EQUITY	number of units shipped	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	40.0	35.0	28.0	-12.5	-16.333997346592444
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Boeing	BA UN EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	22632320000.0	24193671200.0	25854805832.000004	6.8987677798829194	6.882376779315358
used_in_canonical_composite	aerospace_defense	physical_activity	physical_activity	Boeing	BA UN EQUITY	num aircraft deliveries	aggregate_child	aggregate_child	True	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	2.0	2.0	2.0	0.0	0.0
used_in_canonical_composite	construction	physical_activity	physical_activity	Anhui Conch Cement	914 HK EQUITY	shipment volume	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	260346799.99999997	265553735.99999997	262898198.64	2.0000000000000018	0.4888053466653552
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	China Railway Group	390 HK EQUITY	is cogs to fe and pp and g	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	116279703160.58624	110649831672.57796	109177066156.82571	-4.841663106271643	-3.10223663601652
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	Mitsui Fudosan Co Ltd	8801 JT EQUITY	number of homes closed delivered	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	350.0	400.0	400.0	14.28571428571428	6.904496764969759
used_in_canonical_composite	construction	physical_activity	physical_activity	Mitsubishi Estate Co Ltd	8802 JT EQUITY	number of homes closed delivered	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	1844.0666666666664	1717.4	1750.7333333333331	-6.868876757890153	-2.5634963738317196
used_in_canonical_composite	construction	physical_activity	physical_activity	Lennar Corp	LEN UN EQUITY	is home sales home building	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	30866202995.519512	31708423995.124767	32779809564.114403	2.728618741111477	3.053230150801811
used_in_canonical_composite	construction	physical_activity	physical_activity	Mitsui Fudosan Co Ltd	8801 JT EQUITY	number of homes closed delivered	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	2765.5833333333335	3369.620166666667	3424.67878	21.841208907102192	11.27985389018622
used_in_canonical_composite	construction	physical_activity	physical_activity	DR Horton Inc	DHI UN EQUITY	is home sales home building	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	31465540495.239334	33271049401.470352	35666869725.42756	5.738051461420746	6.466971282490119
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	Lennar Corp	LEN UN EQUITY	is cost home sales home building	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	25969454097.46642	26970670163.71205	28349543757.920338	3.8553604649830264	4.482035960013753
used_in_canonical_composite	construction	physical_activity	physical_activity	Norfolk Southern Corp	NSC UN EQUITY	rail carloads	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	636878.2434207955	650628.2301181325	660087.8751433332	2.158966307827259	1.8058352099605823
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	Norfolk Southern Corp	NSC UN EQUITY	average revenue per unit	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	2817.586200188408	2877.879234003585	2998.69133706587	2.139882492721812	3.1637871473160883
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	Anhui Conch Cement	914 HK EQUITY	sales rev turn	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	7205685720.53504	7393033549.268951	7600038488.648481	2.6000000000000023	2.69995131449674
used_in_canonical_composite	construction	physical_activity	physical_activity	NVR UN EQUITY	NVR UN EQUITY	is home sales home building	headline_component	headline_component	True	promote	latest snapshot stale (182d); auto-promoted by availability and proxy-specificity gates	excellent	9896011994.057484	9245107518.374292	9941893392.886017	-6.57744226739071	0.2315495433852232
watch_or_review	construction	revenue_value	physical_activity	Mitsubishi Estate Co Ltd	8802 JT EQUITY	is rev including interseg rev	review	review	False	watch	proxy specificity=medium; availability_status=thin; not auto-promoted because availability_status=thin	thin	545422839.0	556787440.3333334	568213421.3333334	2.0836313628101344	2.067877571086796
excluded	electrical_grid	physical_activity	physical_activity	Safran	SAF FP EQUITY	number of units shipped	exclude	exclude	False	exclude	nonpositive latest or all-history value for positive proxy; severe growth outlier / likely unit break; last 12 snapshots mostly flat; not auto-promoted because proxy semantics or values failed hard gates	excellent	128.0	0.0	0.0	nan	nan
not_used_needs_field_replacement	electrical_grid	revenue_value	physical_activity	Elia Group SA/NV	ELI BB EQUITY	sales rev turn	replace_needed	replace_needed	False	needs_field_replacement	BQNT status=error; no complete FY1E/FY2E/FY3E history; latest FY1E/FY2E/FY3E incomplete; not auto-promoted because BQNT/latest data coverage is insufficient	excellent	nan	nan	nan	nan	nan
not_used_needs_field_replacement	electrical_grid	revenue_value	physical_activity	Pan Pacific International Hold	7532 JT EQUITY	sales rev turn	replace_needed	replace_needed	False	needs_field_replacement	BQNT status=error; no complete FY1E/FY2E/FY3E history; latest FY1E/FY2E/FY3E incomplete; not auto-promoted because BQNT/latest data coverage is insufficient	excellent	nan	nan	nan	nan	nan
not_used_needs_field_replacement	electrical_grid	physical_activity	physical_activity	600741 C1 EQUITY	600741 C1 EQUITY	number of units produced	replace_needed	replace_needed	False	needs_field_replacement	BQNT status=error; no complete FY1E/FY2E/FY3E history; latest FY1E/FY2E/FY3E incomplete; not auto-promoted because BQNT/latest data coverage is insufficient	excellent	nan	nan	nan	nan	nan
not_used_unselected_proxy_family	electrical_grid	revenue_value	physical_activity	ABBN SE EQUITY	ABBN SE EQUITY	sales rev turn	aggregate_child	aggregate_child	True	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	20072354409.6809	22290269464.189342	24211176953.043194	11.04960090500764	9.826917041108407
not_used_unselected_proxy_family	electrical_grid	revenue_value	physical_activity	Schneider Electric	SU FP EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	41139939280.00165	44756250201.07084	48710214392.25656	8.790268008069479	8.812351897664005
used_in_canonical_composite	electrical_grid	physical_activity	physical_activity	Toyota Industries Corp	6201 JT EQUITY	number of units sold	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	11082156.64272916	12657805.572673358	13908918.45008654	14.217890801768784	12.030052156388638
used_in_canonical_composite	electrical_grid	physical_activity	physical_activity	601877 C1 EQUITY	601877 C1 EQUITY	sales volume	aggregate_child	aggregate_child	True	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	119380837.1835642	125349879.04274242	131617372.99487951	5.000000000000004	4.999999999999982
not_used_unselected_proxy_family	electrical_grid	revenue_value	physical_activity	601877 C1 EQUITY	601877 C1 EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	1103185318.624473	1186673357.252862	1262531964.829249	7.567906970742455	6.9786109205723035
used_in_canonical_composite	electrical_grid	physical_activity	physical_activity	005490 KP EQUITY	005490 KP EQUITY	amount produced in weight	aggregate_child	aggregate_child	True	promote	short complete FY history (18 months); latest snapshot stale (182d); auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	1017960.0	1028139.6	1038420.996	1.0000000000000009	1.0000000000000009
not_used_unselected_proxy_family	electrical_grid	revenue_value	physical_activity	FAST UW EQUITY	FAST UW EQUITY	sales rev turn	headline_component	headline_component	True	promote	short complete FY history (23 months); latest snapshot stale (486d); auto-promoted by availability and proxy-specificity gates	excellent	373273024.0	399402135.68000007	435348327.89120007	7.000000000000028	7.995370271137081
not_used_unselected_proxy_family	industrial_consumer_durables	revenue_value	physical_activity	Kubota Corp	6326 JT EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	2076621942.8	2067673085.798	2058887547.51396	-0.4309333739358267	-0.4279166200418904
used_in_canonical_composite	industrial_consumer_durables	physical_activity	physical_activity	7751 JT EQUITY	7751 JT EQUITY	number of units shipped	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	169.0	180.0	178.0	6.5088757396449815	2.628185108664116
not_used_unselected_proxy_family	industrial_consumer_durables	revenue_value	physical_activity	Shimadzu Corp	7701 JT EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	100717884.0	102752305.5	104867730.0	2.019920811680276	2.039339110256422
used_in_canonical_composite	industrial_consumer_durables	physical_activity	physical_activity	Tokyo Gas Co Ltd	9531 JT EQUITY	sales volume	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	4328.0	4335.0	4343.0	0.1617375231053541	0.1731403154829447
watch_or_review	industrial_consumer_durables	revenue_value	physical_activity	7751 JT EQUITY	7751 JT EQUITY	is rev including interseg rev	review	review	False	watch	availability_status=thin; not auto-promoted because availability_status=thin	thin	650166933.3333334	677239733.3333334	704732266.6666666	4.163976759199484	4.111724266583616
used_in_canonical_composite	packaging	physical_activity	physical_activity	Carlsberg	CARLB DC EQUITY	total beverage volume produced	preferred_total	preferred_total	True	promote	existing-company field upgrade; auto-promoted as preferred parent/total line	excellent	153192968.2020573	155281103.9957985	157706299.03541037	1.3630754846312598	1.462393836713516
not_used_unselected_proxy_family	packaging	revenue_value	physical_activity	Ball	BALL UN EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	6891415653.457349	7031457102.65328	7148717376.174202	2.0321143903963224	1.84972044420022
used_in_canonical_composite	packaging	physical_activity	physical_activity	SI IS EQUITY	SI IS EQUITY	sales volume	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	71735.22836875	77690.77082465625	84126.42583935002	8.30211681392048	8.292898124049852
used_in_canonical_composite	packaging	physical_activity	physical_activity	Coca-Cola HBC AG	CCH LN EQUITY	number of units sold	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	638257285.8454081	645139125.9813664	650326384.0221597	1.078223514024268	0.9410449806042775
used_in_canonical_composite	packaging	physical_activity	physical_activity	International Paper Co	IP UN EQUITY	shipment volume	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	2612110.250565968	2615177.0048982687	2601152.9508535056	0.1174052409019132	-0.209960793488706
used_in_canonical_composite	packaging	physical_activity	physical_activity	Stora Enso Oyj	STERV FH EQUITY	shipment volume	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	1215730000.0	1240044600.0	1252445046.0	2.0000000000000018	1.4987684654350852
used_in_canonical_composite	packaging	physical_activity	physical_activity	Coca-Cola Europacific Partners	CCEP UW EQUITY	number of units sold	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	4019752986.842347	4083365284.3646207	4153954209.890243	1.5824926986929944	1.655567492470289
not_used_unselected_proxy_family	packaging	revenue_value	physical_activity	Stora Enso Oyj	STERV FH EQUITY	is rev including interseg rev	headline_component	headline_component	True	promote	proxy specificity=medium; auto-promoted by availability and proxy-specificity gates	excellent	1700647212.6108785	1733340563.5778997	1754893023.698406	1.922406406489774	1.5823388669416127
not_used_unselected_proxy_family	packaging	revenue_value	physical_activity	International Paper Co	IP UN EQUITY	sales rev turn	headline_component	headline_component	True	promote	proxy specificity=medium; auto-promoted by availability and proxy-specificity gates	excellent	17202090695.588345	17523227257.18317	17755890009.13365	1.8668461135202816	1.5969350568713292
not_used_unselected_proxy_family	packaging	revenue_value	physical_activity	SI IS EQUITY	SI IS EQUITY	sales rev turn	headline_component	headline_component	True	promote	proxy specificity=medium; auto-promoted by availability and proxy-specificity gates	excellent	188732966.38911775	206519882.0629228	223613530.36136815	9.424381979528215	8.849178607915231
not_used_needs_field_replacement	transport_lightweighting	physical_activity	physical_activity	600418 C1 EQUITY	600418 C1 EQUITY	number of vehicles produced	replace_needed	replace_needed	False	needs_field_replacement	BQNT status=error; no complete FY1E/FY2E/FY3E history; latest FY1E/FY2E/FY3E incomplete; not auto-promoted because BQNT/latest data coverage is insufficient	excellent	nan	nan	nan	nan	nan
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	Great Wall Motor	2333 HK EQUITY	sales rev turn	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	34334589526.380966	41036754119.91372	41285261503.86771	19.520153541906037	9.65579554885081
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	Rolls-Royce	RR/ LN EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	3454853384.626264	4029691119.857615	4786808253.565708	16.63855658214959	17.70860281808806
used_in_canonical_composite	transport_lightweighting	physical_activity	physical_activity	PCAR UW EQUITY	PCAR UW EQUITY	number of vehicles sold	aggregate_child	aggregate_child	True	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	20584.66828245895	21858.41994757925	22494.417349902054	6.187865879800025	4.535894036067534
used_in_canonical_composite	transport_lightweighting	physical_activity	physical_activity	Rolls-Royce	RR/ LN EQUITY	number of units shipped	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	306.0	352.0	412.0	15.032679738562084	16.03470294520386
used_in_canonical_composite	transport_lightweighting	physical_activity	physical_activity	Subaru Corp	7270 JT EQUITY	number of vehicles sold	aggregate_child	aggregate_child	True	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	68017.09341880835	70871.07618345544	71406.03912217158	4.195978718281856	2.46096389046746
used_in_canonical_composite	transport_lightweighting	physical_activity	physical_activity	Nissan	7201 JT EQUITY	number of vehicles sold	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	1302652.3748496508	1366038.9747351396	1414776.4627742255	4.8659643285726695	4.214858982328162
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	PCAR UW EQUITY	PCAR UW EQUITY	intracompany intersegment revs	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	273977883.16089916	303675025.5820889	349226279.41940206	10.839248073082407	12.900458495102974
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	600418 C1 EQUITY	600418 C1 EQUITY	sales rev turn	headline_component	headline_component	True	promote	proxy specificity=medium; auto-promoted by availability and proxy-specificity gates	excellent	2988125369.120756	2988125369.120756	2984687255.3288746	0.0	-0.057546168636724
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	Isuzu Motors Ltd	7202 JT EQUITY	sales rev turn	headline_component	headline_component	True	promote	latest snapshot stale (212d); auto-promoted by availability and proxy-specificity gates	excellent	3393539211.1826963	3495576338.2405324	3533890784.6747513	3.006805600524487	2.046972774100908

Demand Proxy Excluded or Not-Used Candidates

Candidates not used in the canonical demand composite, including exclusions, watch rows, replacements, and unselected proxy families.

Appendix Status	Bucket	Proxy Family	Selected Proxy Family	Company	Primary Ticker	Metric Label	Promotion Role	Line Resolution Role	Use In Headline	Recommended Action	Review Reason	Availability Status	Latest Fy1E	Latest Fy2E	Latest Fy3E	Latest Fy2 Fy1 Yoy Pct	Latest Fy3 Fy1 Cagr Pct
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Rolls-Royce	RR/ LN EQUITY	sales rev turn	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	8554568203.972481	9120839179.851274	9909877220.22367	6.6195155895283575	7.630433700188588
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Safran	SAF FP EQUITY	cb is adj revenue	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	7454435509.402184	8157662402.871847	9100409601.602749	9.43367063250722	10.4900293783335
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Honeywell International Inc	HON UW EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	2682344328.0016317	2953163195.7145357	3191844091.4788346	10.096349856569908	9.084632152597605
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	General Dynamics Corp	GD UN EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	9833082066.610312	10439010050.187138	10879255382.295189	6.162136952302522	5.18522830216348
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	CMI UN EQUITY	CMI UN EQUITY	is rev including interseg rev	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	1652669999.9999998	1722689100.0	1750195973.0	4.236726025159299	2.9082678659799965
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Airbus	AIR FP EQUITY	is rev including interseg rev	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	16656772308.560572	17844773535.4768	18981554437.964493	7.1322414985865334	6.750633954568741
not_used_unselected_proxy_family	aerospace_defense	revenue_value	physical_activity	Boeing	BA UN EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	22632320000.0	24193671200.0	25854805832.000004	6.8987677798829194	6.882376779315358
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	China Railway Group	390 HK EQUITY	is cogs to fe and pp and g	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	116279703160.58624	110649831672.57796	109177066156.82571	-4.841663106271643	-3.10223663601652
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	Mitsui Fudosan Co Ltd	8801 JT EQUITY	number of homes closed delivered	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	350.0	400.0	400.0	14.28571428571428	6.904496764969759
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	Lennar Corp	LEN UN EQUITY	is cost home sales home building	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	25969454097.46642	26970670163.71205	28349543757.920338	3.8553604649830264	4.482035960013753
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	Norfolk Southern Corp	NSC UN EQUITY	average revenue per unit	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	2817.586200188408	2877.879234003585	2998.69133706587	2.139882492721812	3.1637871473160883
not_used_unselected_proxy_family	construction	revenue_value	physical_activity	Anhui Conch Cement	914 HK EQUITY	sales rev turn	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	7205685720.53504	7393033549.268951	7600038488.648481	2.6000000000000023	2.69995131449674
watch_or_review	construction	revenue_value	physical_activity	Mitsubishi Estate Co Ltd	8802 JT EQUITY	is rev including interseg rev	review	review	False	watch	proxy specificity=medium; availability_status=thin; not auto-promoted because availability_status=thin	thin	545422839.0	556787440.3333334	568213421.3333334	2.0836313628101344	2.067877571086796
excluded	electrical_grid	physical_activity	physical_activity	Safran	SAF FP EQUITY	number of units shipped	exclude	exclude	False	exclude	nonpositive latest or all-history value for positive proxy; severe growth outlier / likely unit break; last 12 snapshots mostly flat; not auto-promoted because proxy semantics or values failed hard gates	excellent	128.0	0.0	0.0	nan	nan
not_used_needs_field_replacement	electrical_grid	revenue_value	physical_activity	Elia Group SA/NV	ELI BB EQUITY	sales rev turn	replace_needed	replace_needed	False	needs_field_replacement	BQNT status=error; no complete FY1E/FY2E/FY3E history; latest FY1E/FY2E/FY3E incomplete; not auto-promoted because BQNT/latest data coverage is insufficient	excellent	nan	nan	nan	nan	nan
not_used_needs_field_replacement	electrical_grid	revenue_value	physical_activity	Pan Pacific International Hold	7532 JT EQUITY	sales rev turn	replace_needed	replace_needed	False	needs_field_replacement	BQNT status=error; no complete FY1E/FY2E/FY3E history; latest FY1E/FY2E/FY3E incomplete; not auto-promoted because BQNT/latest data coverage is insufficient	excellent	nan	nan	nan	nan	nan
not_used_needs_field_replacement	electrical_grid	physical_activity	physical_activity	600741 C1 EQUITY	600741 C1 EQUITY	number of units produced	replace_needed	replace_needed	False	needs_field_replacement	BQNT status=error; no complete FY1E/FY2E/FY3E history; latest FY1E/FY2E/FY3E incomplete; not auto-promoted because BQNT/latest data coverage is insufficient	excellent	nan	nan	nan	nan	nan
not_used_unselected_proxy_family	electrical_grid	revenue_value	physical_activity	ABBN SE EQUITY	ABBN SE EQUITY	sales rev turn	aggregate_child	aggregate_child	True	promote	meets first-pass checks; auto-promoted as product/geography sibling group anchor; aggregate before y/y	excellent	20072354409.6809	22290269464.189342	24211176953.043194	11.04960090500764	9.826917041108407
not_used_unselected_proxy_family	electrical_grid	revenue_value	physical_activity	Schneider Electric	SU FP EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	41139939280.00165	44756250201.07084	48710214392.25656	8.790268008069479	8.812351897664005
not_used_unselected_proxy_family	electrical_grid	revenue_value	physical_activity	601877 C1 EQUITY	601877 C1 EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	1103185318.624473	1186673357.252862	1262531964.829249	7.567906970742455	6.9786109205723035
not_used_unselected_proxy_family	electrical_grid	revenue_value	physical_activity	FAST UW EQUITY	FAST UW EQUITY	sales rev turn	headline_component	headline_component	True	promote	short complete FY history (23 months); latest snapshot stale (486d); auto-promoted by availability and proxy-specificity gates	excellent	373273024.0	399402135.68000007	435348327.89120007	7.000000000000028	7.995370271137081
not_used_unselected_proxy_family	industrial_consumer_durables	revenue_value	physical_activity	Kubota Corp	6326 JT EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	2076621942.8	2067673085.798	2058887547.51396	-0.4309333739358267	-0.4279166200418904
not_used_unselected_proxy_family	industrial_consumer_durables	revenue_value	physical_activity	Shimadzu Corp	7701 JT EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	100717884.0	102752305.5	104867730.0	2.019920811680276	2.039339110256422
watch_or_review	industrial_consumer_durables	revenue_value	physical_activity	7751 JT EQUITY	7751 JT EQUITY	is rev including interseg rev	review	review	False	watch	availability_status=thin; not auto-promoted because availability_status=thin	thin	650166933.3333334	677239733.3333334	704732266.6666666	4.163976759199484	4.111724266583616
not_used_unselected_proxy_family	packaging	revenue_value	physical_activity	Ball	BALL UN EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	6891415653.457349	7031457102.65328	7148717376.174202	2.0321143903963224	1.84972044420022
not_used_unselected_proxy_family	packaging	revenue_value	physical_activity	Stora Enso Oyj	STERV FH EQUITY	is rev including interseg rev	headline_component	headline_component	True	promote	proxy specificity=medium; auto-promoted by availability and proxy-specificity gates	excellent	1700647212.6108785	1733340563.5778997	1754893023.698406	1.922406406489774	1.5823388669416127
not_used_unselected_proxy_family	packaging	revenue_value	physical_activity	International Paper Co	IP UN EQUITY	sales rev turn	headline_component	headline_component	True	promote	proxy specificity=medium; auto-promoted by availability and proxy-specificity gates	excellent	17202090695.588345	17523227257.18317	17755890009.13365	1.8668461135202816	1.5969350568713292
not_used_unselected_proxy_family	packaging	revenue_value	physical_activity	SI IS EQUITY	SI IS EQUITY	sales rev turn	headline_component	headline_component	True	promote	proxy specificity=medium; auto-promoted by availability and proxy-specificity gates	excellent	188732966.38911775	206519882.0629228	223613530.36136815	9.424381979528215	8.849178607915231
not_used_needs_field_replacement	transport_lightweighting	physical_activity	physical_activity	600418 C1 EQUITY	600418 C1 EQUITY	number of vehicles produced	replace_needed	replace_needed	False	needs_field_replacement	BQNT status=error; no complete FY1E/FY2E/FY3E history; latest FY1E/FY2E/FY3E incomplete; not auto-promoted because BQNT/latest data coverage is insufficient	excellent	nan	nan	nan	nan	nan
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	Great Wall Motor	2333 HK EQUITY	sales rev turn	headline_component	headline_component	True	promote	existing-company field upgrade; auto-promoted by availability and proxy-specificity gates	excellent	34334589526.380966	41036754119.91372	41285261503.86771	19.520153541906037	9.65579554885081
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	Rolls-Royce	RR/ LN EQUITY	sales rev turn	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	3454853384.626264	4029691119.857615	4786808253.565708	16.63855658214959	17.70860281808806
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	PCAR UW EQUITY	PCAR UW EQUITY	intracompany intersegment revs	headline_component	headline_component	True	promote	meets first-pass checks; auto-promoted by availability and proxy-specificity gates	excellent	273977883.16089916	303675025.5820889	349226279.41940206	10.839248073082407	12.900458495102974
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	600418 C1 EQUITY	600418 C1 EQUITY	sales rev turn	headline_component	headline_component	True	promote	proxy specificity=medium; auto-promoted by availability and proxy-specificity gates	excellent	2988125369.120756	2988125369.120756	2984687255.3288746	0.0	-0.057546168636724
not_used_unselected_proxy_family	transport_lightweighting	revenue_value	physical_activity	Isuzu Motors Ltd	7202 JT EQUITY	sales rev turn	headline_component	headline_component	True	promote	latest snapshot stale (212d); auto-promoted by availability and proxy-specificity gates	excellent	3393539211.1826963	3495576338.2405324	3533890784.6747513	3.006805600524487	2.046972774100908

Demand Proxy Data Anomaly Review

Review rows for demand proxy company series and applied cleanup actions.

Review Id	Company	Ticker	Field	Date	Value	Issue Type	Severity	Status	Cleanup Action	Handling Bucket	Rationale
ALCLN_72c4bad8b16379	Airbus	AIR FP Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2017-07-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_2ba54e2fce1b44	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-09-08 00:00:00	0.00	bounded_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Bounded zero run of 2 observation(s) between positive neighboring windows; set the zero run missing in the clean panel.
ALCLN_77749e13f2a1ab	Airbus	AIR FP Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2017-07-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_ca925f97b54ad2	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-09-08 00:00:00	0.00	bounded_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Bounded zero run of 2 observation(s) between positive neighboring windows; set the zero run missing in the clean panel.
ALCLN_3abc3d8c285ece	Airbus	AIR FP Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2017-07-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_5cde1271d3add2	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-09-08 00:00:00	0.00	bounded_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Bounded zero run of 2 observation(s) between positive neighboring windows; set the zero run missing in the clean panel.
ALCLN_9d52b82e399f15	Airbus	AIR FP Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2017-07-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_fc0cb455290aeb	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-12-08 00:00:00	0.00	bounded_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Bounded zero run of 1 observation(s) between positive neighboring windows; set the zero run missing in the clean panel.
ALCLN_14872e53b3f705	Airbus	AIR FP Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2017-07-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_f1eda9abac1f58	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-12-08 00:00:00	0.00	bounded_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Bounded zero run of 1 observation(s) between positive neighboring windows; set the zero run missing in the clean panel.
ALCLN_a1ff19845a39cb	Airbus	AIR FP Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2017-07-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_b303f14f115603	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-12-08 00:00:00	0.00	bounded_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Bounded zero run of 1 observation(s) between positive neighboring windows; set the zero run missing in the clean panel.
ALCLN_35e3196e2ab0f1	Airbus	AIR FP Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2018-12-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_f06b431ec36d28	Airbus	AIR FP Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2018-12-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_04a1037cdefbe7	Airbus	AIR FP Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2018-12-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_9767a78bb69da1	Boeing	BA US Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2022-04-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_c774c85a0ec5b2	Boeing	BA US Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2022-04-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_53996c3ec7ec47	Boeing	BA US Equity	num_aircraft_deliveries	2011-06-08 00:00:00	0.00	leading_placeholder_zero_run	high	applied	set_zero_run_missing	placeholder_zero_run	Leading zero run from 2011-06-08 to 2022-04-08 followed by sustained positive coverage; treat as pre-coverage placeholder for demand proxies.
ALCLN_9e50629574ec99	Heineken	HEIA NA Equity	shipment_volume	2020-04-08 00:00:00	-28.54m	negative_nonnegative_level	high	pending		field_unit_or_mapping_break	Negative value in a metric family expected to be non-negative; review unit/mapping before cleaning.
ALCLN_54675bc6140d41	Heineken	HEIA NA Equity	shipment_volume	2020-05-08 00:00:00	-24.28m	negative_nonnegative_level	high	pending		field_unit_or_mapping_break	Negative value in a metric family expected to be non-negative; review unit/mapping before cleaning.
ALCLN_38f06ce92f8ad8	Heineken	HEIA NA Equity	shipment_volume	2020-07-08 00:00:00	-25.14m	negative_nonnegative_level	high	pending		field_unit_or_mapping_break	Negative value in a metric family expected to be non-negative; review unit/mapping before cleaning.
ALCLN_14bd251293ade8	Heineken	HEIA NA Equity	shipment_volume	2020-04-08 00:00:00	-6.10m	negative_nonnegative_level	high	pending		field_unit_or_mapping_break	Negative value in a metric family expected to be non-negative; review unit/mapping before cleaning.
ALCLN_a14d9106df18d1	Heineken	HEIA NA Equity	shipment_volume	2020-08-08 00:00:00	-4.59m	negative_nonnegative_level	high	pending		field_unit_or_mapping_break	Negative value in a metric family expected to be non-negative; review unit/mapping before cleaning.
ALCLN_f7683842cef363	Heineken	HEIA NA Equity	shipment_volume	2020-10-08 00:00:00	-4.98m	negative_nonnegative_level	high	pending		field_unit_or_mapping_break	Negative value in a metric family expected to be non-negative; review unit/mapping before cleaning.
ALCLN_2cf7461e4dee93	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-09-08 00:00:00	0.00	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=0); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_e59b7159cf8038	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-10-08 00:00:00	0.00	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=0); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_0cd783b2cfb3b0	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-09-08 00:00:00	0.00	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=0); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_a515299d4b22ac	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-09-08 00:00:00	0.00	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=0); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_05d037c1de5ca6	Airbus	AIR FP Equity	num_aircraft_deliveries	2018-12-08 00:00:00	0.00	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=0); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_f1e0dac6796bda	Airbus	AIR FP Equity	num_aircraft_deliveries	2023-06-08 00:00:00	9.00m	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=1.36e+05); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_c8de5964f1d658	Airbus	AIR FP Equity	num_aircraft_deliveries	2023-06-08 00:00:00	12.29m	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=1.04e+05); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_539140ad308503	Airbus	AIR FP Equity	num_aircraft_deliveries	2023-07-08 00:00:00	10.75m	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=9.13e+04); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_29ad8f84e940c2	Amcor	AMCR US Equity	sales_rev_turn	2026-06-08 00:00:00	10,011.95m	latest_own_history_outlier	medium	pending		one_off_stale_or_bad_datapoint	Latest value is a robust z-score outlier versus its own history (robust_z=16.4); annotate pending review, do not auto-clean latest observations.
ALCLN_a792a5639991a7	Amcor	AMCR US Equity	sales_rev_turn	2026-06-08 00:00:00	10,266.70m	latest_own_history_outlier	medium	pending		one_off_stale_or_bad_datapoint	Latest value is a robust z-score outlier versus its own history (robust_z=12.0); annotate pending review, do not auto-clean latest observations.
ALCLN_bbe94d2eed656f	Amcor	AMCR US Equity	sales_rev_turn	2026-06-08 00:00:00	10,363.19m	latest_own_history_outlier	medium	pending		one_off_stale_or_bad_datapoint	Latest value is a robust z-score outlier versus its own history (robust_z=10.4); annotate pending review, do not auto-clean latest observations.
ALCLN_1925906e01cbe1	MTU Aero Engines	MTX GR Equity	is_order_backlog_value	2026-06-08 00:00:00	37,178.38m	insufficient_history	medium	pending		insufficient_history	Only 2 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_2f1ff2fd3982a4	MTU Aero Engines	MTX GR Equity	is_order_backlog_value	2026-06-08 00:00:00	39,008.95m	insufficient_history	medium	pending		insufficient_history	Only 2 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_35f86d1d3b925f	MTU Aero Engines	MTX GR Equity	is_order_backlog_value	2026-06-08 00:00:00	40,695.94m	insufficient_history	medium	pending		insufficient_history	Only 2 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_194b4a6971a383	MTU Aero Engines	MTX GR Equity	is_order_backlog_value	2026-06-09 00:00:00	37,178.38m	insufficient_history	medium	pending		insufficient_history	Only 2 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_3c2943c2983d75	MTU Aero Engines	MTX GR Equity	is_order_backlog_value	2026-06-09 00:00:00	39,008.95m	insufficient_history	medium	pending		insufficient_history	Only 2 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_6cb5dc07003ecf	MTU Aero Engines	MTX GR Equity	is_order_backlog_value	2026-06-09 00:00:00	40,695.94m	insufficient_history	medium	pending		insufficient_history	Only 2 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_93e0239f7586a1	Mercedes-Benz	MBG GR Equity	number_of_vehicles_produced	2023-02-08 00:00:00	2.34m	insufficient_history	medium	pending		insufficient_history	Only 8 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_1f19478cc7ae4e	Mercedes-Benz	MBG GR Equity	number_of_vehicles_produced	2023-02-08 00:00:00	2.34m	insufficient_history	medium	pending		insufficient_history	Only 8 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_0a4d50fdfb4a59	Mercedes-Benz	MBG GR Equity	number_of_vehicles_produced	2023-02-08 00:00:00	2.34m	insufficient_history	medium	pending		insufficient_history	Only 8 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_7be39455c438f3	Mercedes-Benz	MBG GR Equity	number_of_vehicles_produced	2023-02-09 00:00:00	2.34m	insufficient_history	medium	pending		insufficient_history	Only 8 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_2b8fa6f7579c6f	Mercedes-Benz	MBG GR Equity	number_of_vehicles_produced	2023-02-09 00:00:00	2.34m	insufficient_history	medium	pending		insufficient_history	Only 8 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_518f04a6a34050	Mercedes-Benz	MBG GR Equity	number_of_vehicles_produced	2023-02-09 00:00:00	2.34m	insufficient_history	medium	pending		insufficient_history	Only 8 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_08f77b4959eafa	Mitsubishi Electric	6503 JP Equity	is_orders_received_value	2026-06-08 00:00:00	6,095.28m	insufficient_history	medium	pending		insufficient_history	Only 11 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_67a9451f4fc38a	Mitsubishi Electric	6503 JP Equity	is_orders_received_value	2026-06-08 00:00:00	6,461.28m	insufficient_history	medium	pending		insufficient_history	Only 11 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_9efeb55dd8b9c1	Mitsubishi Electric	6503 JP Equity	is_orders_received_value	2026-06-08 00:00:00	998.96m	insufficient_history	medium	pending		insufficient_history	Only 11 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_7c46430d118066	Mitsubishi Electric	6503 JP Equity	is_orders_received_value	2026-06-08 00:00:00	1,008.99m	insufficient_history	medium	pending		insufficient_history	Only 11 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_daba3aa0a4bc1c	Mitsubishi Electric	6503 JP Equity	is_orders_received_value	2026-06-09 00:00:00	6,095.28m	insufficient_history	medium	pending		insufficient_history	Only 11 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_29e30c45d4e80d	Mitsubishi Electric	6503 JP Equity	is_orders_received_value	2026-06-09 00:00:00	6,461.28m	insufficient_history	medium	pending		insufficient_history	Only 11 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_63da431d7e5e65	Mitsubishi Electric	6503 JP Equity	is_orders_received_value	2026-06-09 00:00:00	998.96m	insufficient_history	medium	pending		insufficient_history	Only 11 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_7d4b32525d23d0	Mitsubishi Electric	6503 JP Equity	is_orders_received_value	2026-06-09 00:00:00	1,008.99m	insufficient_history	medium	pending		insufficient_history	Only 11 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_e2294b3571ff26	Nissan	7201 JP Equity	number_of_vehicles_produced	2022-01-08 00:00:00	590,012	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=1.04e-06); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_d093acf3011a3e	Nissan	7201 JP Equity	number_of_vehicles_produced	2022-01-09 00:00:00	590,012	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=1.04e-06); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_de2dd48db5b0f9	Schneider Electric	SU FP Equity	is_order_backlog_value	2026-06-09 00:00:00	29,219.93m	latest_own_history_outlier	medium	pending		one_off_stale_or_bad_datapoint	Latest value is a robust z-score outlier versus its own history (robust_z=17.2); annotate pending review, do not auto-clean latest observations.
ALCLN_09e8f085d31858	Stellantis	STLAM IM Equity	number_of_vehicles_sold	2022-11-08 00:00:00	324.10m	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=120); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_911d41885e2039	Stellantis	STLAM IM Equity	number_of_vehicles_sold	2022-11-09 00:00:00	324.10m	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=120); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_b98dfc288c8472	TE Connectivity	TEL US Equity	is_orders_received_value	2025-10-09 00:00:00	10,160.32m	insufficient_history	medium	pending		insufficient_history	Only 3 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_04a025d76ef2e6	TE Connectivity	TEL US Equity	is_orders_received_value	2025-10-09 00:00:00	9,351.87m	insufficient_history	medium	pending		insufficient_history	Only 3 observations for this dashboard candidate/FY; keep raw but coverage-qualify aggregate use.
ALCLN_d7437923f2864c	Tesla	TSLA US Equity	number_of_vehicles_produced	2021-08-09 00:00:00	13,510	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=0.00302); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_553269da399f75	Tesla	TSLA US Equity	number_of_vehicles_produced	2021-09-09 00:00:00	13,510	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=0.00307); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_9f05fea8c983c7	Tesla	TSLA US Equity	number_of_vehicles_produced	2026-03-09 00:00:00	44,046	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=0.00882); left raw pending user review because consensus/coverage step-changes can be real.
ALCLN_8824ed851dc439	Tesla	TSLA US Equity	number_of_vehicles_produced	2026-04-09 00:00:00	44,046	isolated_scale_break_review	medium	pending		field_unit_or_mapping_break	Extreme one-month value versus stable neighboring windows (value/neighbor median=0.00874); left raw pending user review because consensus/coverage step-changes can be real.