Datasets:

Tradevodata
/

point-in-time-us-equity-fundamentals-sample

@@ -56,6 +56,26 @@ to the most recent reporting and validate every row (see below).
 5. **Restatement detection** — if a later filing revised a period's value by >0.5%, the row is
    marked `restated = True`, and we keep both `original_value` (first knowable) and
    `latest_value` (most recent).
 6. **QA + reliability** — every row is checked (filing-lag range, value magnitude). Rows whose
    only available filing is a much-later one (common for the oldest years, where the original
    10-K predates XBRL) are marked `filed_reliable = False` rather than shipped with a
@@ -80,16 +100,49 @@ to the most recent reporting and validate every row (see below).
 ## This sample's coverage
 - 40 large-cap US companies, 7 concepts (revenue, net income, operating cash flow, diluted EPS, diluted shares, assets, equity), up to 12 fiscal years each
-- 3,212 point-in-time rows; revenue history depth averages 11.7 years
-- 3,152/3,212 rows carry a reliable filing date (mean lag 43.4 days, max 61); 60 oldest-year/edge rows flagged for resolution
-- 187 restatements detected (same-tag revisions >0.5%, including 10-K/A amendments)
 ## Known limitations (we mark them, we don't hide them)
-- **Oldest-year filing dates**: 60 rows where only a later XBRL filing exists; flagged, not faked.
   (Resolvable by cross-referencing the EDGAR submissions index — on the roadmap.)
 - **Annual only** for now; quarterly (10-Q) point-in-time is the next build.
 - **Banks/insurers**: "revenue" is an approximate concept for financials; treat JPM-type names with care.
-- **40-company sample**: the full US universe is a pipeline run away — gated on demand, not on capability.
 The entire pitch is the line above each of these: a clean dataset *tells you what it doesn't know.*

 5. **Restatement detection** — if a later filing revised a period's value by >0.5%, the row is
    marked `restated = True`, and we keep both `original_value` (first knowable) and
    `latest_value` (most recent).
+   **`restated` means "the number changed," not "the accountants were wrong."** Three different
+   things trip this flag and it is worth knowing which you are looking at:
+   - **Retroactive split adjustment** (20 of the 189 rows here, all `DilutedShares`). When a
+     company splits, EDGAR's current values are restated back through history, so Amazon's
+     FY2020 diluted share count reads **510,000,000** as originally filed and **10,198,000,000**
+     today — the 2022 20-for-1 split applied backwards. Same for AAPL (4:1), NVDA (4:1, then
+     10:1), TSLA (5:1, then 3:1), WMT (3:1), NFLX (7:1, then 10:1), AVGO (10:1) and NKE (2:1).
+     Nothing is wrong with either number; they are denominated in different shares. This is the
+     single most dangerous one for a backtest, because pairing today's share count with a
+     historical price understates market cap by exactly the split factor.
+   - **Accounting-standard adoption.** Salesforce's FY2017–18 net income moves from $179.6M to
+     $323M and $127.5M to $360M — that is ASC 606 adopted retrospectively, not an error.
+   - **Genuine revisions and amendments**, including 10-K/A refilings.
+   We deliberately do **not** collapse these into one "corrected" number. The point of the
+   dataset is that `original_value` is what you could actually have known on `first_filed`, and
+   `latest_value` is what a modern data vendor would hand you for the same period. The gap
+   between them is the lookahead you are trying to measure.
 6. **QA + reliability** — every row is checked (filing-lag range, value magnitude). Rows whose
    only available filing is a much-later one (common for the oldest years, where the original
    10-K predates XBRL) are marked `filed_reliable = False` rather than shipped with a
 ## This sample's coverage
 - 40 large-cap US companies, 7 concepts (revenue, net income, operating cash flow, diluted EPS, diluted shares, assets, equity), up to 12 fiscal years each
+- 3,280 point-in-time rows; revenue history depth averages 11.7 years
+- 3,240/3,280 rows carry a reliable filing date (mean lag 43 days, max 61); 40 oldest-year/edge rows flagged for resolution
+- 189 restatements detected (same-tag revisions >0.5%, including 10-K/A amendments). 20 of
+  those are retroactive split adjustments to diluted share counts, not accounting errors — see
+  "Restatement detection" above for why they are kept rather than collapsed
+## What the adversarial audit caught (and fixed)
+Before launch we ran an adversarial audit: independent agents re-derived values straight from
+the raw EDGAR filings and diffed them against this dataset. It caught two real bugs:
+1. **Fiscal-year labeling off-by-one (~25,000 rows in the full dataset).** Comparative-year
+   figures (prior-year numbers re-reported inside a later 10-K) were tagged with the *filing's*
+   fiscal year instead of the period they actually covered — e.g. Alphabet's FY2014 revenue
+   (period ending 2014-12-31) was labeled FY2015. Fix: `fiscal_year` is now derived from
+   `period_end` (the year the period ends; periods ending Jan 1–7 belong to the prior fiscal
+   year, which preserves 52/53-week calendars like JNJ's).
+2. **Diluted share counts reported on different scales by different filers.** Some companies
+   tag share counts in millions (McDonald's files `716.4`), others in thousands (National
+   Beverage files `93,620`), others in full units. We previously multiplied every sub-100k
+   value by 1e6, which was wrong for the thousands filers by a factor of 1,000 — so we removed
+   that correction rather than keep guessing. **We do not infer scale from magnitude.** These
+   rows keep the filer's own number and carry `qa_status = FLAG:implausible_value`, and the API
+   returns `null` for them rather than a figure we can't stand behind. Correcting them properly
+   (deriving scale from the company's own NetIncome/EPS ratio) is on the roadmap; publishing a
+   guess is not.
+Item 1 is fixed in the published sample. Item 2 is *flagged, not fixed* — see above. Neither
+bug affected `period_end`, and the 3,240 rows marked `filed_reliable = True` retain their
+verified point-in-time stamps. The 40 oldest-year/edge dates that cannot be established from
+the original XBRL filing remain explicitly unreliable rather than being presented as exact.
+We publish this because "our data is audited" only means something if you also publish what the
+audit found. A pipeline this size with zero bugs found would just mean nobody looked. If you
+find something else, open an issue — corrections get published, not buried.
 ## Known limitations (we mark them, we don't hide them)
+- **Oldest-year filing dates**: 40 rows where only a later XBRL filing exists; flagged, not faked.
   (Resolvable by cross-referencing the EDGAR submissions index — on the roadmap.)
 - **Annual only** for now; quarterly (10-Q) point-in-time is the next build.
 - **Banks/insurers**: "revenue" is an approximate concept for financials; treat JPM-type names with care.
+- **40-company sample**: this repository is intentionally limited to 40 companies. The paid
+  API serves the live full universe; exact totals are published at https://tradevodata.com/status.
 The entire pitch is the line above each of these: a clean dataset *tells you what it doesn't know.*

README.md CHANGED Viewed

@@ -20,14 +20,32 @@ configs:
 # Point-in-Time US Equity Fundamentals (Sample)
-A free, verifiable sample of **point-in-time** US equity fundamentals from SEC EDGAR — 40 large-cap companies, 3,212 annual rows. Every value is stamped with the date it *first became public*, so a backtest only ever sees what was knowable at the time. **No lookahead bias.**
-This is the open sample of [Tradevo Data](https://tradevodata.com); the full API covers 5,214 companies.
 ## Why point-in-time matters
 Most fundamentals datasets store one row per fiscal period keyed by the *period-end* date, and silently overwrite numbers when companies restate. Joining on period-end hands your backtest data months before it was public; using restated values lets it "see" corrections that didn't exist yet. Both quietly inflate returns. This dataset fixes both, by keeping the original first-reported value and its filing date.
 ## Columns
 | column | meaning |

 # Point-in-Time US Equity Fundamentals (Sample)
+A free, verifiable sample of **point-in-time** US equity fundamentals from SEC EDGAR — 40 large-cap companies, 3,280 annual rows. Every value is stamped with the date it *first became public*, so a backtest only ever sees what was knowable at the time. **No lookahead bias.**
+This is the open sample of [Tradevo Data](https://tradevodata.com); the full API covers 5,202 companies.
 ## Why point-in-time matters
 Most fundamentals datasets store one row per fiscal period keyed by the *period-end* date, and silently overwrite numbers when companies restate. Joining on period-end hands your backtest data months before it was public; using restated values lets it "see" corrections that didn't exist yet. Both quietly inflate returns. This dataset fixes both, by keeping the original first-reported value and its filing date.
+## The clearest example in the data
+Amazon's FY2020 diluted share count reads **510,000,000** as originally filed, and
+**10,198,000,000** in EDGAR today — the 2022 20-for-1 split, applied backwards through
+history. Both numbers are correct; they are denominated in different shares.
+This is the case that survives the usual defence. Everyone knows to wait for the filing date
+before using a 10-K, and that discipline does nothing here: the filing date is right, and the
+value is still denominated in shares that did not exist on it. Pair today's figure with a 2020
+price and market cap is wrong by exactly 20×.
+**189 of the 3,280 rows** differ between `original_value` and `latest_value`. Three distinct
+causes trip that flag and they need different handling — 20 are retroactive split adjustments
+(AAPL 4:1, AMZN 20:1, NVDA 4:1 then 10:1, TSLA 5:1 then 3:1, WMT 3:1, NFLX 7:1 then 10:1, AVGO
+10:1, NKE 2:1), a handful are accounting-standard adoption rather than error (Salesforce's
+FY2017–18 net income moves are ASC 606 applied retrospectively), and the rest are genuine
+revisions and 10-K/A amendments. `METHODOLOGY.md` separates them.
 ## Columns
 | column | meaning |

pit_fundamentals_history.csv CHANGED Viewed

@@ -178,7 +178,7 @@ GOOGL,1652044,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2018,2
 GOOGL,1652044,Revenue,Revenues,2017,2017-12-31,2018-02-06,37,True,110855000000,110855000000,False,clean
 GOOGL,1652044,Revenue,Revenues,2016,2016-12-31,2017-02-03,34,True,90272000000,90272000000,False,clean
 GOOGL,1652044,Revenue,Revenues,2015,2015-12-31,2016-02-11,42,True,74989000000,74989000000,False,clean
-GOOGL,1652044,Revenue,Revenues,2014,2014-12-31,2016-02-11,407,False,66001000000,66001000000,False,FLAG:lag_out_of_range(407d)
 GOOGL,1652044,NetIncome,NetIncomeLoss,2025,2025-12-31,2026-02-05,36,True,132170000000,132170000000,False,clean
 GOOGL,1652044,NetIncome,NetIncomeLoss,2024,2024-12-31,2025-02-05,36,True,100118000000,100118000000,False,clean
 GOOGL,1652044,NetIncome,NetIncomeLoss,2023,2023-12-31,2024-01-31,31,True,73795000000,73795000000,False,clean
@@ -190,7 +190,7 @@ GOOGL,1652044,NetIncome,NetIncomeLoss,2018,2018-12-31,2019-02-05,36,True,3073600
 GOOGL,1652044,NetIncome,NetIncomeLoss,2017,2017-12-31,2018-02-06,37,True,12662000000,12662000000,False,clean
 GOOGL,1652044,NetIncome,NetIncomeLoss,2016,2016-12-31,2017-02-03,34,True,19478000000,19478000000,False,clean
 GOOGL,1652044,NetIncome,NetIncomeLoss,2015,2015-12-31,2016-02-11,42,True,16348000000,16348000000,False,clean
-GOOGL,1652044,NetIncome,NetIncomeLoss,2014,2014-12-31,2016-02-11,407,False,14136000000,14136000000,False,FLAG:lag_out_of_range(407d)
 GOOGL,1652044,Assets,Assets,2025,2025-12-31,2026-02-05,36,True,595281000000,595281000000,False,clean
 GOOGL,1652044,Assets,Assets,2024,2024-12-31,2025-02-05,36,True,450256000000,450256000000,False,clean
 GOOGL,1652044,Assets,Assets,2023,2023-12-31,2024-01-31,31,True,402392000000,402392000000,False,clean
@@ -202,7 +202,7 @@ GOOGL,1652044,Assets,Assets,2018,2018-12-31,2019-02-05,36,True,232792000000,2327
 GOOGL,1652044,Assets,Assets,2017,2017-12-31,2018-02-06,37,True,197295000000,197295000000,False,clean
 GOOGL,1652044,Assets,Assets,2016,2016-12-31,2017-02-03,34,True,167497000000,167497000000,False,clean
 GOOGL,1652044,Assets,Assets,2015,2015-12-31,2016-02-11,42,True,147461000000,147461000000,False,clean
-GOOGL,1652044,Assets,Assets,2014,2014-12-31,2016-02-11,407,False,129187000000,129187000000,False,FLAG:lag_out_of_range(407d)
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2025,2025-12-31,2026-02-05,36,True,415265000000,415265000000,False,clean
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2024,2024-12-31,2025-02-05,36,True,325084000000,325084000000,False,clean
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2023,2023-12-31,2024-01-31,31,True,283379000000,283379000000,False,clean
@@ -214,7 +214,7 @@ GOOGL,1652044,StockholdersEquity,StockholdersEquity,2018,2018-12-31,2019-02-05,3
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2017,2017-12-31,2018-02-06,37,True,152502000000,152502000000,False,clean
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2016,2016-12-31,2017-02-03,34,True,139036000000,139036000000,False,clean
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2015,2015-12-31,2016-02-11,42,True,120331000000,120331000000,False,clean
-GOOGL,1652044,StockholdersEquity,StockholdersEquity,2014,2014-12-31,2016-02-11,407,False,103860000000,103860000000,False,FLAG:lag_out_of_range(407d)
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-12-31,2026-02-05,36,True,164713000000,164713000000,False,clean
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2024,2024-12-31,2025-02-05,36,True,125299000000,125299000000,False,clean
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2023,2023-12-31,2024-01-31,31,True,101746000000,101746000000,False,clean
@@ -226,7 +226,7 @@ GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2018,
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017-12-31,2018-02-06,37,True,37091000000,37091000000,False,clean
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-12-31,2017-02-03,34,True,36036000000,36036000000,False,clean
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-12-31,2016-02-11,42,True,26024000000,26572000000,True,clean
-GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2014,2014-12-31,2016-02-11,407,False,22376000000,23024000000,True,FLAG:lag_out_of_range(407d)
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2025,2025-12-31,2026-02-05,36,True,10.81,10.81,False,clean
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2024,2024-12-31,2025-02-05,36,True,8.04,8.04,False,clean
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2023,2023-12-31,2024-01-31,31,True,5.8,5.8,False,clean
@@ -235,14 +235,14 @@ GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2021,2021-12-31,2022-02-02,33,T
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2020,2020-12-31,2021-02-03,34,True,58.61,2.93,True,clean
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2019,2019-12-31,2020-02-04,35,True,49.16,49.16,False,clean
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2018,2018-12-31,2019-02-05,36,True,43.7,43.7,False,clean
-GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2017,2017-12-31,2019-02-05,401,False,18,18,False,FLAG:lag_out_of_range(401d)
-GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2016,2016-12-31,2019-02-05,766,False,27.85,27.85,False,FLAG:lag_out_of_range(766d)
-GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2014,2014-12-31,2016-02-11,407,False,20.57,20.57,False,FLAG:lag_out_of_range(407d)
-GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2013,2013-12-31,2016-02-11,772,False,18.79,18.79,False,FLAG:lag_out_of_range(772d)
 GOOGL,1652044,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-12-31,2026-02-05,36,True,12230000000,12230000000,False,clean
 GOOGL,1652044,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-12-31,2025-02-05,36,True,12447000000,12447000000,False,clean
-GOOGL,1652044,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-12-31,2025-02-05,402,False,12722000000,12722000000,False,FLAG:lag_out_of_range(402d)
-GOOGL,1652044,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2022,2022-12-31,2025-02-05,767,False,13159000000,13159000000,False,FLAG:lag_out_of_range(767d)
 AMZN,1018724,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2025,2025-12-31,2026-02-06,37,True,716924000000,716924000000,False,clean
 AMZN,1018724,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2024,2024-12-31,2025-02-07,38,True,637959000000,637959000000,False,clean
 AMZN,1018724,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2023,2023-12-31,2024-02-02,33,True,574785000000,574785000000,False,clean
@@ -361,8 +361,8 @@ META,1326801,Assets,Assets,2019,2019-12-31,2020-01-30,30,True,133376000000,13337
 META,1326801,Assets,Assets,2018,2018-12-31,2019-01-31,31,True,97334000000,97334000000,False,clean
 META,1326801,Assets,Assets,2017,2017-12-31,2018-02-01,32,True,84524000000,84524000000,False,clean
 META,1326801,Assets,Assets,2016,2016-12-31,2017-02-03,34,True,64961000000,64961000000,False,clean
-META,1326801,Assets,Assets,2016,2016-09-30,2017-02-03,126,False,60007000000,60007000000,False,FLAG:lag_out_of_range(126d)
-META,1326801,Assets,Assets,2016,2016-06-30,2017-02-03,218,False,55968000000,55968000000,False,FLAG:lag_out_of_range(218d)
 META,1326801,StockholdersEquity,StockholdersEquity,2025,2025-12-31,2026-01-29,29,True,217243000000,217243000000,False,clean
 META,1326801,StockholdersEquity,StockholdersEquity,2024,2024-12-31,2025-01-30,30,True,182637000000,182637000000,False,clean
 META,1326801,StockholdersEquity,StockholdersEquity,2023,2023-12-31,2024-02-02,33,True,153168000000,153168000000,False,clean
@@ -415,7 +415,7 @@ NVDA,1045810,Revenue,Revenues,2026,2026-01-25,2026-02-25,31,True,215938000000,21
 NVDA,1045810,Revenue,Revenues,2025,2025-01-26,2025-02-26,31,True,130497000000,130497000000,False,clean
 NVDA,1045810,Revenue,Revenues,2024,2024-01-28,2024-02-21,24,True,60922000000,60922000000,False,clean
 NVDA,1045810,Revenue,Revenues,2023,2023-01-29,2023-02-24,26,True,26974000000,26974000000,False,clean
-NVDA,1045810,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2022,2022-01-30,2022-03-18,47,True,26914000000,26914000000,False,clean
 NVDA,1045810,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-01-31,2021-02-26,26,True,16675000000,16675000000,False,clean
 NVDA,1045810,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-01-26,2020-02-20,25,True,10918000000,10918000000,False,clean
 NVDA,1045810,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-01-27,2019-02-21,25,True,11716000000,11716000000,False,clean
@@ -495,14 +495,14 @@ NVDA,1045810,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2018,
 NVDA,1045810,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,2017-01-29,2017-03-01,31,True,649000000,649000000,False,clean
 NVDA,1045810,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-01-31,2016-03-17,46,True,569000000,569000000,False,clean
 NVDA,1045810,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-01-25,2015-03-12,46,True,563068000,563000000,False,clean
-TSLA,1318605,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2025,2025-12-31,2026-01-29,29,True,94827000000,94827000000,False,clean
-TSLA,1318605,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2024,2024-12-31,2025-01-30,30,True,97690000000,97690000000,False,clean
-TSLA,1318605,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2023,2023-12-31,2024-01-29,29,True,96773000000,96773000000,False,clean
 TSLA,1318605,Revenue,Revenues,2022,2022-12-31,2023-01-31,31,True,81462000000,81462000000,False,clean
 TSLA,1318605,Revenue,Revenues,2021,2021-12-31,2022-02-07,38,True,53823000000,53823000000,False,clean
 TSLA,1318605,Revenue,Revenues,2020,2020-12-31,2021-02-08,39,True,31536000000,31536000000,False,clean
 TSLA,1318605,Revenue,Revenues,2019,2019-12-31,2020-02-13,44,True,24578000000,24578000000,False,clean
-TSLA,1318605,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2018,2018-12-31,2019-02-19,50,True,21461268000,21461268000,False,clean
 TSLA,1318605,Revenue,Revenues,2017,2017-12-31,2018-02-23,54,True,11758751000,11759000000,False,clean
 TSLA,1318605,Revenue,Revenues,2016,2016-12-31,2017-03-01,60,True,7000132000,7000132000,False,clean
 TSLA,1318605,Revenue,Revenues,2015,2015-12-31,2016-02-24,55,True,4046025000,4046025000,False,clean
@@ -550,11 +550,11 @@ TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2022,2
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2021,2021-12-31,2022-02-07,38,True,11497000000,11497000000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2020,2020-12-31,2021-02-08,39,True,5943000000,5943000000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2019,2019-12-31,2020-02-13,44,True,2405000000,2405000000,False,clean
-TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2018,2018-12-31,2019-02-19,50,True,2097802000,2098000000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2017,2017-12-31,2018-02-23,54,True,-60654000,-60654000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2016,2016-12-31,2017-03-01,60,True,-123829000,-123829000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2015,2015-12-31,2016-02-24,55,True,-524499000,-524499000,False,clean
-TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2014,2014-12-31,2015-02-26,57,True,-57337000,-57337000,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2025,2025-12-31,2026-01-29,29,True,1.08,1.08,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2024,2024-12-31,2025-01-30,30,True,2.04,2.04,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2023,2023-12-31,2024-01-29,29,True,4.3,4.3,False,clean
@@ -563,7 +563,7 @@ TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2021,2021-12-31,2022-02-07,38,Tr
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2020,2020-12-31,2021-02-08,39,True,0.64,0.21,True,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2019,2019-12-31,2020-02-13,44,True,-4.92,-0.98,True,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2018,2018-12-31,2019-02-19,50,True,-5.72,-1.14,True,clean
-TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2017,2017-12-31,2018-02-23,54,True,-11.83,-11.83,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareBasicAndDiluted,2016,2016-12-31,2017-03-01,60,True,-4.68,-4.68,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareBasicAndDiluted,2015,2015-12-31,2016-02-24,55,True,-6.93,-6.93,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareBasicAndDiluted,2014,2014-12-31,2015-02-26,57,True,-2.36,-2.36,False,clean
@@ -576,8 +576,8 @@ TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2020,
 TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2019,2019-12-31,2020-02-13,44,True,177000000,887000000,True,clean
 TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2018,2018-12-31,2019-02-19,50,True,170525000,853000000,True,clean
 TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,2017-12-31,2018-02-23,54,True,165758000,166000000,False,clean
-TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-12-31,2018-02-23,419,False,144212000,144212000,False,FLAG:lag_out_of_range(419d)
-TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-12-31,2018-02-23,785,False,128202000,128202000,False,FLAG:lag_out_of_range(785d)
 JPM,19617,Revenue,Revenues,2025,2025-12-31,2026-02-13,44,True,182447000000,182447000000,False,clean
 JPM,19617,Revenue,Revenues,2024,2024-12-31,2025-02-14,45,True,177556000000,177556000000,False,clean
 JPM,19617,Revenue,Revenues,2023,2023-12-31,2024-02-16,47,True,158104000000,158104000000,False,clean
@@ -670,8 +670,10 @@ JNJ,200406,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2022
 JNJ,200406,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2021-01-03,2021-02-22,50,True,82584000000,82584000000,False,clean
 JNJ,200406,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-12-29,2020-02-18,51,True,82059000000,82059000000,False,clean
 JNJ,200406,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2018,2018-12-30,2019-02-20,52,True,81581000000,81581000000,False,clean
-JNJ,200406,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2017,2017-12-31,2019-02-20,416,False,76450000000,76450000000,False,FLAG:lag_out_of_range(416d)
-JNJ,200406,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2016,2017-01-01,2019-02-20,780,False,71890000000,71890000000,False,FLAG:lag_out_of_range(780d)
 JNJ,200406,NetIncome,NetIncomeLoss,2025,2025-12-28,2026-02-11,45,True,26804000000,26804000000,False,clean
 JNJ,200406,NetIncome,NetIncomeLoss,2024,2024-12-29,2025-02-13,46,True,14066000000,14066000000,False,clean
 JNJ,200406,NetIncome,NetIncomeLoss,2023,2023-12-31,2024-02-16,47,True,35153000000,35153000000,False,clean
@@ -804,14 +806,14 @@ V,1403161,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017
 V,1403161,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-09-30,2016-11-15,46,True,5574000000,5574000000,False,clean
 V,1403161,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-09-30,2015-11-20,51,True,6584000000,6584000000,False,clean
 V,1403161,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2014,2014-09-30,2014-11-21,52,True,7205000000,7205000000,False,clean
-WMT,104169,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2026,2026-01-31,2026-03-13,41,True,706413000000,706413000000,False,clean
-WMT,104169,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2025,2025-01-31,2025-03-14,42,True,674538000000,674538000000,False,clean
-WMT,104169,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2024,2024-01-31,2024-03-15,44,True,642637000000,642637000000,False,clean
-WMT,104169,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2023,2023-01-31,2023-03-17,45,True,605881000000,605881000000,False,clean
-WMT,104169,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2022,2022-01-31,2022-03-18,46,True,567762000000,567762000000,False,clean
-WMT,104169,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-01-31,2021-03-19,47,True,555233000000,555233000000,False,clean
-WMT,104169,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-01-31,2020-03-20,49,True,519926000000,519926000000,False,clean
-WMT,104169,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-01-31,2019-03-28,56,True,510329000000,510329000000,False,clean
 WMT,104169,Revenue,Revenues,2018,2018-01-31,2018-03-30,58,True,500343000000,500343000000,False,clean
 WMT,104169,Revenue,Revenues,2017,2017-01-31,2017-03-31,59,True,485873000000,485873000000,False,clean
 WMT,104169,Revenue,Revenues,2016,2016-01-31,2016-03-30,59,True,482130000000,482130000000,False,clean
@@ -864,6 +866,18 @@ WMT,104169,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2018,201
 WMT,104169,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017-01-31,2017-03-31,59,True,31530000000,31673000000,False,clean
 WMT,104169,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-01-31,2016-03-30,59,True,27389000000,27552000000,True,clean
 WMT,104169,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-01-31,2015-04-01,60,True,28564000000,28564000000,False,clean
 WMT,104169,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2026,2026-01-31,2026-03-13,41,True,8022000000,8022000000,False,clean
 WMT,104169,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-01-31,2025-03-14,42,True,8081000000,8081000000,False,clean
 WMT,104169,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-01-31,2024-03-15,44,True,8108000000,8108000000,False,clean
@@ -886,8 +900,8 @@ PG,80424,Revenue,Revenues,2019,2019-06-30,2019-08-06,37,True,67684000000,6768400
 PG,80424,Revenue,SalesRevenueNet,2018,2018-06-30,2018-08-07,38,True,66832000000,66832000000,False,clean
 PG,80424,Revenue,SalesRevenueNet,2017,2017-06-30,2017-08-07,38,True,65058000000,65058000000,False,clean
 PG,80424,Revenue,SalesRevenueNet,2016,2016-06-30,2016-08-09,40,True,65299000000,65299000000,False,clean
-PG,80424,Revenue,SalesRevenueNet,2015,2015-06-30,2015-08-07,38,True,76279000000,70749000000,True,clean
-PG,80424,Revenue,Revenues,2014,2014-06-30,2014-08-08,39,True,29400000000,29400000000,False,clean
 PG,80424,NetIncome,NetIncomeLoss,2025,2025-06-30,2025-08-04,35,True,15974000000,15974000000,False,clean
 PG,80424,NetIncome,NetIncomeLoss,2024,2024-06-30,2024-08-05,36,True,14879000000,14879000000,False,clean
 PG,80424,NetIncome,NetIncomeLoss,2023,2023-06-30,2023-08-04,35,True,14653000000,14653000000,False,clean
@@ -964,9 +978,9 @@ XOM,34088,Revenue,Revenues,2025,2025-12-31,2026-02-18,49,True,332238000000,33223
 XOM,34088,Revenue,Revenues,2024,2024-12-31,2025-02-19,50,True,349585000000,349585000000,False,clean
 XOM,34088,Revenue,Revenues,2023,2023-12-31,2024-02-28,59,True,344582000000,344582000000,False,clean
 XOM,34088,Revenue,Revenues,2022,2022-12-31,2023-02-22,53,True,413680000000,413680000000,False,clean
-XOM,34088,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-12-31,2022-02-23,54,True,276692000000,276692000000,False,clean
-XOM,34088,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-12-31,2021-02-24,55,True,178574000000,178574000000,False,clean
-XOM,34088,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-12-31,2020-02-26,57,True,255583000000,255583000000,False,clean
 XOM,34088,Revenue,Revenues,2018,2018-12-31,2019-02-27,58,True,279332000000,290212000000,True,clean
 XOM,34088,Revenue,Revenues,2017,2017-12-31,2018-02-28,59,True,237162000000,244363000000,True,clean
 XOM,34088,Revenue,Revenues,2016,2016-12-31,2017-02-22,53,True,218608000000,200628000000,True,clean
@@ -1033,8 +1047,8 @@ XOM,34088,EPSDiluted,EarningsPerShareDiluted,2016,2016-12-31,2017-02-22,53,True,
 XOM,34088,EPSDiluted,EarningsPerShareDiluted,2015,2015-12-31,2016-02-24,55,True,3.85,3.85,False,clean
 XOM,34088,EPSDiluted,EarningsPerShareDiluted,2014,2014-12-31,2015-02-25,56,True,7.6,7.6,False,clean
 XOM,34088,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2013,2013-12-31,2014-02-26,57,True,4419000000,4419000000,False,clean
-XOM,34088,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2012,2012-12-31,2014-02-26,422,False,4628000000,4628000000,False,FLAG:lag_out_of_range(422d)
-XOM,34088,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2011,2011-12-31,2014-02-26,788,False,4875000000,4875000000,False,FLAG:lag_out_of_range(788d)
 KO,21344,Revenue,Revenues,2025,2025-12-31,2026-02-20,51,True,47941000000,47941000000,False,clean
 KO,21344,Revenue,Revenues,2024,2024-12-31,2025-02-20,51,True,47061000000,47061000000,False,clean
 KO,21344,Revenue,Revenues,2023,2023-12-31,2024-02-20,51,True,45754000000,45754000000,False,clean
@@ -1043,8 +1057,10 @@ KO,21344,Revenue,Revenues,2021,2021-12-31,2022-02-22,53,True,38655000000,3865500
 KO,21344,Revenue,Revenues,2020,2020-12-31,2021-02-25,56,True,33014000000,33014000000,False,clean
 KO,21344,Revenue,Revenues,2019,2019-12-31,2020-02-24,55,True,37266000000,37266000000,False,clean
 KO,21344,Revenue,Revenues,2018,2018-12-31,2019-02-21,52,True,31856000000,34300000000,True,clean
-KO,21344,Revenue,Revenues,2017,2017-12-31,2019-02-21,417,False,35410000000,36212000000,True,FLAG:lag_out_of_range(417d)
-KO,21344,Revenue,Revenues,2016,2016-12-31,2019-02-21,782,False,41863000000,41863000000,False,FLAG:lag_out_of_range(782d)
 KO,21344,NetIncome,NetIncomeLoss,2025,2025-12-31,2026-02-20,51,True,13107000000,13107000000,False,clean
 KO,21344,NetIncome,NetIncomeLoss,2024,2024-12-31,2025-02-20,51,True,10631000000,10631000000,False,clean
 KO,21344,NetIncome,NetIncomeLoss,2023,2023-12-31,2024-02-20,51,True,10714000000,10714000000,False,clean
@@ -1093,6 +1109,18 @@ KO,21344,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017-
 KO,21344,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-12-31,2017-02-24,55,True,8796000000,8792000000,False,clean
 KO,21344,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-12-31,2016-02-25,56,True,10528000000,10528000000,False,clean
 KO,21344,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2014,2014-12-31,2015-02-25,56,True,10615000000,10615000000,False,clean
 KO,21344,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-12-31,2026-02-20,51,True,4313000000,4313000000,False,clean
 KO,21344,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-12-31,2025-02-20,51,True,4320000000,4320000000,False,clean
 KO,21344,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-12-31,2024-02-20,51,True,4339000000,4339000000,False,clean
@@ -1112,8 +1140,8 @@ DIS,1744489,Revenue,Revenues,2022,2022-10-01,2022-11-29,59,True,82722000000,8272
 DIS,1744489,Revenue,Revenues,2021,2021-10-02,2021-11-24,53,True,67418000000,67418000000,False,clean
 DIS,1744489,Revenue,Revenues,2020,2020-10-03,2020-11-25,53,True,65388000000,65388000000,False,clean
 DIS,1744489,Revenue,Revenues,2019,2019-09-28,2019-11-20,53,True,69570000000,69607000000,False,clean
-DIS,1744489,Revenue,Revenues,2018,2018-09-29,2019-11-20,417,False,59434000000,59434000000,False,FLAG:lag_out_of_range(417d)
-DIS,1744489,Revenue,Revenues,2017,2017-09-30,2019-11-20,781,False,55137000000,55137000000,False,FLAG:lag_out_of_range(781d)
 DIS,1744489,NetIncome,NetIncomeLoss,2025,2025-09-27,2025-11-13,47,True,12404000000,12404000000,False,clean
 DIS,1744489,NetIncome,NetIncomeLoss,2024,2024-09-28,2024-11-14,47,True,4972000000,4972000000,False,clean
 DIS,1744489,NetIncome,NetIncomeLoss,2023,2023-09-30,2023-11-21,52,True,2354000000,2354000000,False,clean
@@ -1121,8 +1149,8 @@ DIS,1744489,NetIncome,NetIncomeLoss,2022,2022-10-01,2022-11-29,59,True,314500000
 DIS,1744489,NetIncome,NetIncomeLoss,2021,2021-10-02,2021-11-24,53,True,1995000000,1995000000,False,clean
 DIS,1744489,NetIncome,NetIncomeLoss,2020,2020-10-03,2020-11-25,53,True,-2864000000,-2864000000,False,clean
 DIS,1744489,NetIncome,NetIncomeLoss,2019,2019-09-28,2019-11-20,53,True,11054000000,11054000000,False,clean
-DIS,1744489,NetIncome,NetIncomeLoss,2018,2018-09-29,2019-11-20,417,False,12598000000,12598000000,False,FLAG:lag_out_of_range(417d)
-DIS,1744489,NetIncome,NetIncomeLoss,2017,2017-09-30,2019-11-20,781,False,8980000000,8980000000,False,FLAG:lag_out_of_range(781d)
 DIS,1744489,Assets,Assets,2025,2025-09-27,2025-11-13,47,True,197514000000,197514000000,False,clean
 DIS,1744489,Assets,Assets,2024,2024-09-28,2024-11-14,47,True,196219000000,196219000000,False,clean
 DIS,1744489,Assets,Assets,2023,2023-09-30,2023-11-21,52,True,205579000000,205579000000,False,clean
@@ -1130,7 +1158,7 @@ DIS,1744489,Assets,Assets,2022,2022-10-01,2022-11-29,59,True,203631000000,203631
 DIS,1744489,Assets,Assets,2021,2021-10-02,2021-11-24,53,True,203609000000,203609000000,False,clean
 DIS,1744489,Assets,Assets,2020,2020-10-03,2020-11-25,53,True,201549000000,201549000000,False,clean
 DIS,1744489,Assets,Assets,2019,2019-09-28,2019-11-20,53,True,193984000000,193984000000,False,clean
-DIS,1744489,Assets,Assets,2018,2018-09-29,2019-11-20,417,False,98598000000,98598000000,False,FLAG:lag_out_of_range(417d)
 DIS,1744489,StockholdersEquity,StockholdersEquity,2025,2025-09-27,2025-11-13,47,True,109869000000,109869000000,False,clean
 DIS,1744489,StockholdersEquity,StockholdersEquity,2024,2024-09-28,2024-11-14,47,True,100696000000,100696000000,False,clean
 DIS,1744489,StockholdersEquity,StockholdersEquity,2023,2023-09-30,2023-11-21,52,True,99277000000,99277000000,False,clean
@@ -1138,8 +1166,7 @@ DIS,1744489,StockholdersEquity,StockholdersEquity,2022,2022-10-01,2022-11-29,59,
 DIS,1744489,StockholdersEquity,StockholdersEquity,2021,2021-10-02,2021-11-24,53,True,88553000000,88553000000,False,clean
 DIS,1744489,StockholdersEquity,StockholdersEquity,2020,2020-10-03,2020-11-25,53,True,83583000000,83583000000,False,clean
 DIS,1744489,StockholdersEquity,StockholdersEquity,2019,2019-09-28,2019-11-20,53,True,88877000000,88877000000,False,clean
-DIS,1744489,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2018,2018-09-30,2019-11-20,416,False,52716000000,52716000000,False,FLAG:lag_out_of_range(416d)
-DIS,1744489,StockholdersEquity,StockholdersEquity,2018,2018-09-29,2019-11-20,417,False,48773000000,48773000000,False,FLAG:lag_out_of_range(417d)
 DIS,1744489,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-09-27,2025-11-13,47,True,18101000000,18101000000,False,clean
 DIS,1744489,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2024,2024-09-28,2024-11-14,47,True,13971000000,13971000000,False,clean
 DIS,1744489,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2023,2023-09-30,2023-11-21,52,True,9866000000,9866000000,False,clean
@@ -1147,8 +1174,8 @@ DIS,1744489,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinui
 DIS,1744489,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2021,2021-10-02,2021-11-24,53,True,5566000000,5566000000,False,clean
 DIS,1744489,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2020,2020-10-03,2020-11-25,53,True,7616000000,7616000000,False,clean
 DIS,1744489,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2019,2019-09-28,2019-11-20,53,True,5984000000,5984000000,False,clean
-DIS,1744489,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2018,2018-09-29,2019-11-20,417,False,14295000000,14295000000,False,FLAG:lag_out_of_range(417d)
-DIS,1744489,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2017,2017-09-30,2019-11-20,781,False,12343000000,12343000000,False,FLAG:lag_out_of_range(781d)
 DIS,1744489,EPSDiluted,EarningsPerShareDiluted,2025,2025-09-27,2025-11-13,47,True,6.85,6.85,False,clean
 DIS,1744489,EPSDiluted,EarningsPerShareDiluted,2024,2024-09-28,2024-11-14,47,True,2.72,2.72,False,clean
 DIS,1744489,EPSDiluted,EarningsPerShareDiluted,2023,2023-09-30,2023-11-21,52,True,1.29,1.29,False,clean
@@ -1156,8 +1183,8 @@ DIS,1744489,EPSDiluted,EarningsPerShareDiluted,2022,2022-10-01,2022-11-29,59,Tru
 DIS,1744489,EPSDiluted,EarningsPerShareDiluted,2021,2021-10-02,2021-11-24,53,True,1.09,1.09,False,clean
 DIS,1744489,EPSDiluted,EarningsPerShareDiluted,2020,2020-10-03,2020-11-25,53,True,-1.58,-1.58,False,clean
 DIS,1744489,EPSDiluted,EarningsPerShareDiluted,2019,2019-09-28,2019-11-20,53,True,6.64,6.64,False,clean
-DIS,1744489,EPSDiluted,EarningsPerShareDiluted,2018,2018-09-29,2019-11-20,417,False,8.36,8.36,False,FLAG:lag_out_of_range(417d)
-DIS,1744489,EPSDiluted,EarningsPerShareDiluted,2017,2017-09-30,2019-11-20,781,False,5.69,5.69,False,FLAG:lag_out_of_range(781d)
 DIS,1744489,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-09-27,2025-11-13,47,True,1811000000,1811000000,False,clean
 DIS,1744489,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-09-28,2024-11-14,47,True,1831000000,1831000000,False,clean
 DIS,1744489,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-09-30,2023-11-21,52,True,1830000000,1830000000,False,clean
@@ -1165,8 +1192,8 @@ DIS,1744489,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2022,2
 DIS,1744489,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2021,2021-10-02,2021-11-24,53,True,1828000000,1828000000,False,clean
 DIS,1744489,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2020,2020-10-03,2020-11-25,53,True,1808000000,1808000000,False,clean
 DIS,1744489,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2019,2019-09-28,2019-11-20,53,True,1666000000,1666000000,False,clean
-DIS,1744489,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2018,2018-09-29,2019-11-20,417,False,1507000000,1507000000,False,FLAG:lag_out_of_range(417d)
-DIS,1744489,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,2017-09-30,2019-11-20,781,False,1578000000,1578000000,False,FLAG:lag_out_of_range(781d)
 NFLX,1065280,Revenue,Revenues,2025,2025-12-31,2026-01-23,23,True,45183036000,45183036000,False,clean
 NFLX,1065280,Revenue,Revenues,2024,2024-12-31,2025-01-27,27,True,39000966000,39000966000,False,clean
 NFLX,1065280,Revenue,Revenues,2023,2023-12-31,2024-01-26,26,True,33723297000,33723297000,False,clean
@@ -1425,7 +1452,7 @@ BA,12927,Revenue,Revenues,2023,2023-12-31,2024-01-31,31,True,77794000000,7779400
 BA,12927,Revenue,Revenues,2022,2022-12-31,2023-01-27,27,True,66608000000,66608000000,False,clean
 BA,12927,Revenue,Revenues,2021,2021-12-31,2022-01-31,31,True,62286000000,62286000000,False,clean
 BA,12927,Revenue,Revenues,2020,2020-12-31,2021-02-01,32,True,58158000000,58158000000,False,clean
-BA,12927,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-12-31,2020-01-31,31,True,76559000000,76559000000,False,clean
 BA,12927,Revenue,Revenues,2018,2018-12-31,2019-02-08,39,True,101127000000,101127000000,False,clean
 BA,12927,Revenue,Revenues,2017,2017-12-31,2018-02-12,43,True,93392000000,94005000000,True,clean
 BA,12927,Revenue,Revenues,2016,2016-12-31,2017-02-08,39,True,94571000000,93496000000,True,clean
@@ -1461,12 +1488,12 @@ BA,12927,StockholdersEquity,StockholdersEquity,2023,2023-12-31,2024-01-31,31,Tru
 BA,12927,StockholdersEquity,StockholdersEquity,2022,2022-12-31,2023-01-27,27,True,-15883000000,-15883000000,False,clean
 BA,12927,StockholdersEquity,StockholdersEquity,2021,2021-12-31,2022-01-31,31,True,-14999000000,-14999000000,False,clean
 BA,12927,StockholdersEquity,StockholdersEquity,2020,2020-12-31,2021-02-01,32,True,-18316000000,-18316000000,False,clean
-BA,12927,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2019,2020-01-01,2022-01-31,761,False,-8462000000,-8462000000,False,FLAG:lag_out_of_range(761d)
 BA,12927,StockholdersEquity,StockholdersEquity,2019,2019-12-31,2020-01-31,31,True,-8617000000,-8617000000,False,clean
 BA,12927,StockholdersEquity,StockholdersEquity,2018,2018-12-31,2019-02-08,39,True,339000000,339000000,False,clean
 BA,12927,StockholdersEquity,StockholdersEquity,2017,2017-12-31,2018-02-12,43,True,355000000,1656000000,True,clean
 BA,12927,StockholdersEquity,StockholdersEquity,2016,2016-12-31,2017-02-08,39,True,817000000,817000000,False,clean
 BA,12927,StockholdersEquity,StockholdersEquity,2015,2015-12-31,2016-02-10,41,True,6335000000,6335000000,False,clean
 BA,12927,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-12-31,2026-01-30,30,True,1065000000,1065000000,False,clean
 BA,12927,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2024,2024-12-31,2025-02-03,34,True,-12080000000,-12080000000,False,clean
 BA,12927,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2023,2023-12-31,2024-01-31,31,True,5960000000,5960000000,False,clean
@@ -1546,11 +1573,11 @@ CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNon
 CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2021,2021-12-31,2022-02-16,47,True,16516000000,16516000000,False,clean
 CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2020,2020-12-31,2021-02-17,48,True,15378000000,15378000000,False,clean
 CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2019,2019-12-31,2020-02-19,50,True,14629000000,14629000000,False,clean
-CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2018,2019-01-01,2020-02-19,414,False,14315000000,14315000000,False,FLAG:lag_out_of_range(414d)
 CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2018,2018-12-31,2019-02-14,45,True,14080000000,14080000000,False,clean
-CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2017,2018-01-01,2019-02-14,409,False,13719000000,13719000000,False,FLAG:lag_out_of_range(409d)
 CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2017,2017-12-31,2018-02-15,46,True,13766000000,13766000000,False,clean
-CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2016,2017-01-01,2018-02-15,410,False,13228000000,13228000000,False,FLAG:lag_out_of_range(410d)
 CAT,18230,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-12-31,2026-02-13,44,True,11739000000,11739000000,False,clean
 CAT,18230,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2024,2024-12-31,2025-02-14,45,True,12035000000,12035000000,False,clean
 CAT,18230,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2023,2023-12-31,2024-02-16,47,True,12885000000,12885000000,False,clean
@@ -1587,14 +1614,14 @@ CAT,18230,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,201
 CAT,18230,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-12-31,2017-02-15,46,True,584300000,584300000,False,clean
 CAT,18230,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-12-31,2016-02-16,47,True,601300000,601300000,False,clean
 CAT,18230,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2014,2014-12-31,2015-02-17,48,True,628900000,628900000,False,clean
-ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2026,2026-05-31,2026-06-22,22,True,67357000000,67357000000,False,clean
-ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2025,2025-05-31,2025-06-18,18,True,57399000000,57399000000,False,clean
-ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2024,2024-05-31,2024-06-20,20,True,52961000000,52961000000,False,clean
-ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2023,2023-05-31,2023-06-20,20,True,49954000000,49954000000,False,clean
 ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2022,2022-05-31,2022-06-21,21,True,42440000000,42440000000,False,clean
 ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-05-31,2021-06-21,21,True,40479000000,40479000000,False,clean
 ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-05-31,2020-06-22,22,True,39068000000,39068000000,False,clean
-ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-05-31,2019-06-21,21,True,39506000000,39506000000,False,clean
 ORCL,1341439,Revenue,Revenues,2018,2018-05-31,2018-06-22,22,True,39831000000,39383000000,True,clean
 ORCL,1341439,Revenue,Revenues,2017,2017-05-31,2017-06-27,27,True,37728000000,37792000000,False,clean
 ORCL,1341439,Revenue,Revenues,2016,2016-05-31,2016-06-22,22,True,37047000000,37047000000,False,clean
@@ -1679,7 +1706,7 @@ CRM,1108524,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2022,202
 CRM,1108524,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-01-31,2021-03-17,45,True,21252000000,21252000000,False,clean
 CRM,1108524,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-01-31,2020-03-05,34,True,17098000000,17098000000,False,clean
 CRM,1108524,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-01-31,2019-03-08,36,True,13282000000,13282000000,False,clean
-CRM,1108524,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2018,2018-01-31,2019-03-08,401,False,10540000000,10540000000,False,FLAG:lag_out_of_range(401d)
 CRM,1108524,Revenue,Revenues,2017,2017-01-31,2017-03-06,34,True,8391984000,8391984000,False,clean
 CRM,1108524,Revenue,Revenues,2016,2016-01-31,2016-03-07,36,True,6667216000,6667216000,False,clean
 CRM,1108524,Revenue,Revenues,2015,2015-01-31,2015-03-06,34,True,5373586000,5373586000,False,clean
@@ -1731,6 +1758,18 @@ CRM,1108524,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2018,20
 CRM,1108524,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017-01-31,2017-03-06,34,True,2162198000,2162000000,False,clean
 CRM,1108524,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-01-31,2016-03-07,36,True,1612585000,1672081000,True,clean
 CRM,1108524,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-01-31,2015-03-06,34,True,1173714000,1181444000,True,clean
 CRM,1108524,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2026,2026-01-31,2026-03-02,30,True,956000000,956000000,False,clean
 CRM,1108524,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-01-31,2025-03-05,33,True,974000000,974000000,False,clean
 CRM,1108524,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-01-31,2024-03-06,35,True,984000000,984000000,False,clean
@@ -1858,11 +1897,11 @@ CSCO,858877,Assets,Assets,2022,2022-07-30,2022-09-08,40,True,94002000000,9400200
 CSCO,858877,Assets,Assets,2021,2021-07-31,2021-09-09,40,True,97497000000,97497000000,False,clean
 CSCO,858877,Assets,Assets,2020,2020-07-25,2020-09-03,40,True,94853000000,94853000000,False,clean
 CSCO,858877,Assets,Assets,2019,2019-07-27,2019-09-05,40,True,97793000000,97793000000,False,clean
-CSCO,858877,Assets,Assets,2018,2018-07-29,2019-09-05,403,False,109872000000,109872000000,False,FLAG:lag_out_of_range(403d)
 CSCO,858877,Assets,Assets,2018,2018-07-28,2018-09-06,40,True,108784000000,108784000000,False,clean
 CSCO,858877,Assets,Assets,2017,2017-07-29,2017-09-07,40,True,129818000000,129818000000,False,clean
 CSCO,858877,Assets,Assets,2016,2016-07-30,2016-09-08,40,True,121652000000,121652000000,False,clean
 CSCO,858877,Assets,Assets,2015,2015-07-25,2015-09-08,45,True,113481000000,113373000000,False,clean
 CSCO,858877,StockholdersEquity,StockholdersEquity,2025,2025-07-26,2025-09-03,39,True,46843000000,46843000000,False,clean
 CSCO,858877,StockholdersEquity,StockholdersEquity,2024,2024-07-27,2024-09-05,40,True,45457000000,45457000000,False,clean
 CSCO,858877,StockholdersEquity,StockholdersEquity,2023,2023-07-29,2023-09-07,40,True,44353000000,44353000000,False,clean
@@ -1887,9 +1926,18 @@ CSCO,858877,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinui
 CSCO,858877,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2016,2016-07-30,2016-09-08,40,True,13570000000,13570000000,False,clean
 CSCO,858877,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2015,2015-07-25,2015-09-08,45,True,12552000000,12552000000,False,clean
 CSCO,858877,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2014,2014-07-26,2014-09-09,45,True,12332000000,12332000000,False,clean
-CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2010,2010-07-31,2010-09-21,52,True,1.33,1.33,False,clean
-CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2009,2009-07-25,2010-09-21,423,False,1.05,1.05,False,FLAG:lag_out_of_range(423d)
-CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2008,2008-07-26,2010-09-21,787,False,1.31,1.31,False,FLAG:lag_out_of_range(787d)
 CSCO,858877,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-07-26,2025-09-03,39,True,3998000000,3998000000,False,clean
 CSCO,858877,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-07-27,2024-09-05,40,True,4062000000,4062000000,False,clean
 CSCO,858877,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-07-29,2023-09-07,40,True,4105000000,4105000000,False,clean
@@ -1910,18 +1958,18 @@ AVGO,1730168,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,20
 AVGO,1730168,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-11-01,2020-12-18,47,True,23888000000,23888000000,False,clean
 AVGO,1730168,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-11-03,2019-12-20,47,True,22597000000,22597000000,False,clean
 AVGO,1730168,Revenue,Revenues,2018,2018-11-04,2018-12-21,47,True,20848000000,20848000000,False,clean
-AVGO,1730168,Revenue,Revenues,2017,2017-10-29,2018-12-21,418,False,17636000000,17636000000,False,FLAG:lag_out_of_range(418d)
-AVGO,1730168,Revenue,Revenues,2016,2016-10-30,2018-12-21,782,False,13240000000,13240000000,False,FLAG:lag_out_of_range(782d)
-AVGO,1730168,NetIncome,ProfitLoss,2025,2025-11-02,2025-12-18,46,True,23126000000,23126000000,False,clean
-AVGO,1730168,NetIncome,NetIncomeLoss,2024,2024-11-03,2024-12-20,47,True,5895000000,5895000000,False,clean
 AVGO,1730168,NetIncome,ProfitLoss,2023,2023-10-29,2023-12-14,46,True,14082000000,14082000000,False,clean
 AVGO,1730168,NetIncome,ProfitLoss,2022,2022-10-30,2022-12-16,47,True,11495000000,11495000000,False,clean
 AVGO,1730168,NetIncome,ProfitLoss,2021,2021-10-31,2021-12-17,47,True,6736000000,6736000000,False,clean
 AVGO,1730168,NetIncome,ProfitLoss,2020,2020-11-01,2020-12-18,47,True,2960000000,2960000000,False,clean
-AVGO,1730168,NetIncome,ProfitLoss,2019,2019-11-03,2019-12-20,47,True,2724000000,2724000000,False,clean
 AVGO,1730168,NetIncome,NetIncomeLoss,2018,2018-11-04,2018-12-21,47,True,12259000000,12259000000,False,clean
-AVGO,1730168,NetIncome,NetIncomeLoss,2017,2017-10-29,2018-12-21,418,False,1692000000,1692000000,False,FLAG:lag_out_of_range(418d)
-AVGO,1730168,NetIncome,NetIncomeLoss,2016,2016-10-30,2018-12-21,782,False,-1739000000,-1739000000,False,FLAG:lag_out_of_range(782d)
 AVGO,1730168,Assets,Assets,2025,2025-11-02,2025-12-18,46,True,171092000000,171092000000,False,clean
 AVGO,1730168,Assets,Assets,2024,2024-11-03,2024-12-20,47,True,165645000000,165645000000,False,clean
 AVGO,1730168,Assets,Assets,2023,2023-10-29,2023-12-14,46,True,72861000000,72861000000,False,clean
@@ -1930,7 +1978,7 @@ AVGO,1730168,Assets,Assets,2021,2021-10-31,2021-12-17,47,True,75570000000,755700
 AVGO,1730168,Assets,Assets,2020,2020-11-01,2020-12-18,47,True,75933000000,75933000000,False,clean
 AVGO,1730168,Assets,Assets,2019,2019-11-03,2019-12-20,47,True,67493000000,67493000000,False,clean
 AVGO,1730168,Assets,Assets,2018,2018-11-04,2018-12-21,47,True,50124000000,50124000000,False,clean
-AVGO,1730168,Assets,Assets,2017,2017-10-29,2018-12-21,418,False,54418000000,54418000000,False,FLAG:lag_out_of_range(418d)
 AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2025,2025-11-02,2025-12-18,46,True,81292000000,81292000000,False,clean
 AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2024,2024-11-03,2024-12-20,47,True,67678000000,67678000000,False,clean
 AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2023,2023-10-29,2023-12-14,46,True,23988000000,23988000000,False,clean
@@ -1939,9 +1987,8 @@ AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableTo
 AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2020,2020-11-01,2020-12-18,47,True,23874000000,23874000000,False,clean
 AVGO,1730168,StockholdersEquity,StockholdersEquity,2019,2019-11-03,2019-12-20,47,True,24941000000,24941000000,False,clean
 AVGO,1730168,StockholdersEquity,StockholdersEquity,2018,2018-11-04,2018-12-21,47,True,26657000000,26657000000,False,clean
-AVGO,1730168,StockholdersEquity,StockholdersEquity,2017,2017-10-29,2018-12-21,418,False,20285000000,20285000000,False,FLAG:lag_out_of_range(418d)
-AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2016,2016-10-30,2018-12-21,782,False,21876000000,21876000000,False,FLAG:lag_out_of_range(782d)
-AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2015,2015-11-01,2018-12-21,1146,False,4714000000,4714000000,False,FLAG:lag_out_of_range(1146d)
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-11-02,2025-12-18,46,True,27537000000,27537000000,False,clean
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2024,2024-11-03,2024-12-20,47,True,19962000000,19962000000,False,clean
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2023,2023-10-29,2023-12-14,46,True,18085000000,18085000000,False,clean
@@ -1950,8 +1997,8 @@ AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2021,2
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2020,2020-11-01,2020-12-18,47,True,12061000000,12061000000,False,clean
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2019,2019-11-03,2019-12-20,47,True,9697000000,9697000000,False,clean
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2018,2018-11-04,2018-12-21,47,True,8880000000,8880000000,False,clean
-AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017-10-29,2018-12-21,418,False,6551000000,6551000000,False,FLAG:lag_out_of_range(418d)
-AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-10-30,2018-12-21,782,False,3411000000,3411000000,False,FLAG:lag_out_of_range(782d)
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2025,2025-11-02,2025-12-18,46,True,4.77,4.77,False,clean
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2024,2024-11-03,2024-12-20,47,True,1.23,1.23,False,clean
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2023,2023-10-29,2023-12-14,46,True,32.98,3.3,True,clean
@@ -1960,8 +2007,8 @@ AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2021,2021-10-31,2021-12-17,47,Tr
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2020,2020-11-01,2020-12-18,47,True,6.33,6.33,False,clean
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2019,2019-11-03,2019-12-20,47,True,6.43,6.43,False,clean
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2018,2018-11-04,2018-12-21,47,True,28.44,28.44,False,clean
-AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2017,2017-10-29,2018-12-21,418,False,4.02,4.02,False,FLAG:lag_out_of_range(418d)
-AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2016,2016-10-30,2018-12-21,782,False,-4.86,-4.86,False,FLAG:lag_out_of_range(782d)
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-11-02,2025-12-18,46,True,4853000000,4853000000,False,clean
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-11-03,2024-12-20,47,True,4778000000,4778000000,False,clean
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-10-29,2023-12-14,46,True,427000000,4272000000,True,clean
@@ -1970,8 +2017,8 @@ AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2021,
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2020,2020-11-01,2020-12-18,47,True,421000000,421000000,False,clean
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2019,2019-11-03,2019-12-20,47,True,419000000,419000000,False,clean
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2018,2018-11-04,2018-12-21,47,True,431000000,431000000,False,clean
-AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,2017-10-29,2018-12-21,418,False,421000000,421000000,False,FLAG:lag_out_of_range(418d)
-AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-10-30,2018-12-21,782,False,383000000,383000000,False,FLAG:lag_out_of_range(782d)
 QCOM,804328,Revenue,Revenues,2025,2025-09-28,2025-11-05,38,True,44284000000,44284000000,False,clean
 QCOM,804328,Revenue,Revenues,2024,2024-09-29,2024-11-06,38,True,38962000000,38962000000,False,clean
 QCOM,804328,Revenue,Revenues,2023,2023-09-24,2023-11-01,38,True,35820000000,35820000000,False,clean
@@ -2014,8 +2061,8 @@ QCOM,804328,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToN
 QCOM,804328,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2022,2022-09-25,2022-11-02,38,True,18013000000,18013000000,False,clean
 QCOM,804328,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2021,2021-09-26,2021-11-03,38,True,9950000000,9950000000,False,clean
 QCOM,804328,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2020,2020-09-27,2020-11-04,38,True,6077000000,6077000000,False,clean
-QCOM,804328,StockholdersEquity,StockholdersEquity,2019,2019-09-29,2019-11-06,38,True,4909000000,4909000000,False,clean
-QCOM,804328,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2018,2018-09-30,2018-11-07,38,True,928000000,807000000,True,clean
 QCOM,804328,StockholdersEquity,StockholdersEquity,2017,2017-09-24,2017-11-01,38,True,30746000000,30725000000,False,clean
 QCOM,804328,StockholdersEquity,StockholdersEquity,2016,2016-09-25,2016-11-02,38,True,31778000000,31778000000,False,clean
 QCOM,804328,StockholdersEquity,StockholdersEquity,2015,2015-09-27,2015-11-04,38,True,31421000000,31421000000,False,clean
@@ -2140,14 +2187,14 @@ TXN,97476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,201
 TXN,97476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-12-31,2017-02-23,54,True,1021000000,1021000000,False,clean
 TXN,97476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-12-31,2016-02-24,55,True,1043000000,1043000000,False,clean
 TXN,97476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2014,2014-12-31,2015-02-24,55,True,1080000000,1080000000,False,clean
-COST,909832,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2025,2025-08-31,2025-10-08,38,True,275235000000,275235000000,False,clean
-COST,909832,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2024,2024-09-01,2024-10-09,38,True,254453000000,254453000000,False,clean
-COST,909832,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2023,2023-09-03,2023-10-11,38,True,242290000000,242290000000,False,clean
-COST,909832,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2022,2022-08-28,2022-10-05,38,True,226954000000,226954000000,False,clean
-COST,909832,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-08-29,2021-10-06,38,True,195929000000,195929000000,False,clean
-COST,909832,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-08-30,2020-10-07,38,True,166761000000,166761000000,False,clean
-COST,909832,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-09-01,2019-10-11,40,True,152703000000,152703000000,False,clean
-COST,909832,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2018,2018-09-02,2018-10-26,54,True,141576000000,141576000000,False,clean
 COST,909832,Revenue,Revenues,2017,2017-09-03,2017-10-18,45,True,129025000000,129025000000,False,clean
 COST,909832,Revenue,Revenues,2016,2016-08-28,2016-10-12,45,True,118719000000,118719000000,False,clean
 COST,909832,Revenue,Revenues,2015,2015-08-30,2015-10-14,45,True,116199000000,116199000000,False,clean
@@ -2200,9 +2247,18 @@ COST,909832,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinui
 COST,909832,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2016,2016-08-28,2016-10-12,45,True,3292000000,3292000000,False,clean
 COST,909832,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2015,2015-08-30,2015-10-14,45,True,4285000000,4285000000,False,clean
 COST,909832,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2014,2014-08-31,2014-10-15,45,True,3984000000,3984000000,False,clean
-COST,909832,EPSDiluted,EarningsPerShareDiluted,2010,2010-08-29,2010-10-18,50,True,2.92,2.92,False,clean
-COST,909832,EPSDiluted,EarningsPerShareDiluted,2009,2009-08-30,2010-10-18,414,False,2.47,2.47,False,FLAG:lag_out_of_range(414d)
-COST,909832,EPSDiluted,EarningsPerShareDiluted,2008,2008-08-31,2010-10-18,778,False,2.89,2.89,False,FLAG:lag_out_of_range(778d)
 COST,909832,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-08-31,2025-10-08,38,True,444803000,444803000,False,clean
 COST,909832,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-09-01,2024-10-09,38,True,444759000,444759000,False,clean
 COST,909832,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-09-03,2023-10-11,38,True,444452000,444452000,False,clean
@@ -2371,11 +2427,11 @@ MCD,63908,EPSDiluted,EarningsPerShareDiluted,2017,2017-12-31,2018-02-23,54,True,
 MCD,63908,EPSDiluted,EarningsPerShareDiluted,2016,2016-12-31,2017-03-01,60,True,5.44,5.44,False,clean
 MCD,63908,EPSDiluted,EarningsPerShareDiluted,2015,2015-12-31,2016-02-25,56,True,4.8,4.8,False,clean
 MCD,63908,EPSDiluted,EarningsPerShareDiluted,2014,2014-12-31,2015-02-24,55,True,4.82,4.82,False,clean
-MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-12-31,2026-02-24,55,True,716400000,716400000,False,clean
-MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-12-31,2025-02-25,56,True,721900000,721900000,False,clean
-MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-12-31,2024-02-22,53,True,732300000,732300000,False,clean
-MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2022,2022-12-31,2023-02-24,55,True,741300000,741300000,True,clean
-MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2021,2021-12-31,2022-02-24,55,True,751800000,751800000,True,clean
 MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2020,2020-12-31,2021-02-23,54,True,750100000,750100000,False,clean
 MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2019,2019-12-31,2020-02-26,57,True,764900000,764900000,False,clean
 MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2018,2018-12-31,2019-02-22,53,True,785600000,785600000,False,clean
@@ -2383,6 +2439,7 @@ MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,201
 MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-12-31,2017-03-01,60,True,861200000,861200000,False,clean
 MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-12-31,2016-02-25,56,True,944600000,944600000,False,clean
 MCD,63908,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2014,2014-12-31,2015-02-24,55,True,986300000,986300000,False,clean
 NKE,320187,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2025,2025-05-31,2025-07-17,47,True,46309000000,46309000000,False,clean
 NKE,320187,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2024,2024-05-31,2024-07-25,55,True,51362000000,51362000000,False,clean
 NKE,320187,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2023,2023-05-31,2023-07-20,50,True,51217000000,51217000000,False,clean
@@ -2394,7 +2451,7 @@ NKE,320187,Revenue,SalesRevenueNet,2018,2018-05-31,2018-07-25,55,True,3639700000
 NKE,320187,Revenue,SalesRevenueNet,2017,2017-05-31,2017-07-20,50,True,34350000000,34350000000,False,clean
 NKE,320187,Revenue,SalesRevenueNet,2016,2016-05-31,2016-07-21,51,True,32376000000,32376000000,False,clean
 NKE,320187,Revenue,SalesRevenueNet,2015,2015-05-31,2015-07-23,53,True,30601000000,30601000000,False,clean
-NKE,320187,Revenue,SalesRevenueNet,2014,2014-05-31,2014-07-25,55,True,27799000000,27799000000,False,clean
 NKE,320187,NetIncome,NetIncomeLoss,2025,2025-05-31,2025-07-17,47,True,3219000000,3219000000,False,clean
 NKE,320187,NetIncome,NetIncomeLoss,2024,2024-05-31,2024-07-25,55,True,5700000000,5700000000,False,clean
 NKE,320187,NetIncome,NetIncomeLoss,2023,2023-05-31,2023-07-20,50,True,5070000000,5070000000,False,clean
@@ -2406,7 +2463,7 @@ NKE,320187,NetIncome,NetIncomeLoss,2018,2018-05-31,2018-07-25,55,True,1933000000
 NKE,320187,NetIncome,NetIncomeLoss,2017,2017-05-31,2017-07-20,50,True,4240000000,4240000000,False,clean
 NKE,320187,NetIncome,NetIncomeLoss,2016,2016-05-31,2016-07-21,51,True,3760000000,3760000000,False,clean
 NKE,320187,NetIncome,NetIncomeLoss,2015,2015-05-31,2015-07-23,53,True,3273000000,3273000000,False,clean
-NKE,320187,NetIncome,NetIncomeLoss,2014,2014-05-31,2014-07-25,55,True,2693000000,2693000000,False,clean
 NKE,320187,Assets,Assets,2025,2025-05-31,2025-07-17,47,True,36579000000,36579000000,False,clean
 NKE,320187,Assets,Assets,2024,2024-05-31,2024-07-25,55,True,38110000000,38110000000,False,clean
 NKE,320187,Assets,Assets,2023,2023-05-31,2023-07-20,50,True,37531000000,37531000000,False,clean
@@ -2418,7 +2475,7 @@ NKE,320187,Assets,Assets,2018,2018-05-31,2018-07-25,55,True,22536000000,22536000
 NKE,320187,Assets,Assets,2017,2017-05-31,2017-07-20,50,True,23259000000,23259000000,False,clean
 NKE,320187,Assets,Assets,2016,2016-05-31,2016-07-21,51,True,21396000000,21379000000,False,clean
 NKE,320187,Assets,Assets,2015,2015-05-31,2015-07-23,53,True,21600000000,21597000000,False,clean
-NKE,320187,Assets,Assets,2014,2014-05-31,2014-07-25,55,True,18594000000,18594000000,False,clean
 NKE,320187,StockholdersEquity,StockholdersEquity,2025,2025-05-31,2025-07-17,47,True,13213000000,13213000000,False,clean
 NKE,320187,StockholdersEquity,StockholdersEquity,2024,2024-05-31,2024-07-25,55,True,14430000000,14430000000,False,clean
 NKE,320187,StockholdersEquity,StockholdersEquity,2023,2023-05-31,2023-07-20,50,True,14004000000,14004000000,False,clean
@@ -2430,7 +2487,7 @@ NKE,320187,StockholdersEquity,StockholdersEquity,2018,2018-05-31,2018-07-25,55,T
 NKE,320187,StockholdersEquity,StockholdersEquity,2017,2017-05-31,2017-07-20,50,True,12407000000,12407000000,False,clean
 NKE,320187,StockholdersEquity,StockholdersEquity,2016,2016-05-31,2016-07-21,51,True,12258000000,12258000000,False,clean
 NKE,320187,StockholdersEquity,StockholdersEquity,2015,2015-05-31,2015-07-23,53,True,12707000000,12707000000,False,clean
-NKE,320187,StockholdersEquity,StockholdersEquity,2014,2014-05-31,2014-07-25,55,True,10824000000,10824000000,False,clean
 NKE,320187,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-05-31,2025-07-17,47,True,3698000000,3698000000,False,clean
 NKE,320187,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2024,2024-05-31,2024-07-25,55,True,7429000000,7429000000,False,clean
 NKE,320187,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2023,2023-05-31,2023-07-20,50,True,5841000000,5841000000,False,clean
@@ -2442,7 +2499,7 @@ NKE,320187,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2018,201
 NKE,320187,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017-05-31,2017-07-20,50,True,3640000000,3846000000,True,clean
 NKE,320187,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-05-31,2016-07-21,51,True,3096000000,3399000000,True,clean
 NKE,320187,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-05-31,2015-07-23,53,True,4680000000,4680000000,False,clean
-NKE,320187,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2014,2014-05-31,2014-07-25,55,True,3003000000,3013000000,False,clean
 NKE,320187,EPSDiluted,EarningsPerShareDiluted,2025,2025-05-31,2025-07-17,47,True,2.16,2.16,False,clean
 NKE,320187,EPSDiluted,EarningsPerShareDiluted,2024,2024-05-31,2024-07-25,55,True,3.73,3.73,False,clean
 NKE,320187,EPSDiluted,EarningsPerShareDiluted,2023,2023-05-31,2023-07-20,50,True,3.23,3.23,False,clean
@@ -2454,7 +2511,7 @@ NKE,320187,EPSDiluted,EarningsPerShareDiluted,2018,2018-05-31,2018-07-25,55,True
 NKE,320187,EPSDiluted,EarningsPerShareDiluted,2017,2017-05-31,2017-07-20,50,True,2.51,2.51,False,clean
 NKE,320187,EPSDiluted,EarningsPerShareDiluted,2016,2016-05-31,2016-07-21,51,True,2.16,2.16,False,clean
 NKE,320187,EPSDiluted,EarningsPerShareDiluted,2015,2015-05-31,2015-07-23,53,True,3.7,1.85,True,clean
-NKE,320187,EPSDiluted,EarningsPerShareDiluted,2014,2014-05-31,2014-07-25,55,True,2.97,1.49,True,clean
 NKE,320187,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-05-31,2025-07-17,47,True,1487600000,1487600000,False,clean
 NKE,320187,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-05-31,2024-07-25,55,True,1529700000,1529700000,False,clean
 NKE,320187,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-05-31,2023-07-20,50,True,1569800000,1569800000,False,clean
@@ -2466,7 +2523,6 @@ NKE,320187,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2018,20
 NKE,320187,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,2017-05-31,2017-07-20,50,True,1692000000,1692000000,False,clean
 NKE,320187,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-05-31,2016-07-21,51,True,1742500000,1742500000,False,clean
 NKE,320187,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-05-31,2015-07-23,53,True,884400000,1768800000,True,clean
-NKE,320187,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2014,2014-05-31,2014-07-25,55,True,905800000,1811600000,True,clean
 PEP,77476,Revenue,Revenues,2025,2025-12-27,2026-02-03,38,True,93925000000,93925000000,False,clean
 PEP,77476,Revenue,Revenues,2024,2024-12-28,2025-02-04,38,True,91854000000,91854000000,False,clean
 PEP,77476,Revenue,Revenues,2023,2023-12-30,2024-02-09,41,True,91471000000,91471000000,False,clean
@@ -2527,6 +2583,18 @@ PEP,77476,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017
 PEP,77476,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-12-31,2017-02-15,46,True,10404000000,10663000000,True,clean
 PEP,77476,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-12-26,2016-02-11,47,True,10580000000,10864000000,True,clean
 PEP,77476,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2014,2014-12-27,2015-02-12,47,True,10506000000,10506000000,False,clean
 PEP,77476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-12-27,2026-02-03,38,True,1373000000,1373000000,False,clean
 PEP,77476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-12-28,2025-02-04,38,True,1378000000,1378000000,False,clean
 PEP,77476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-12-30,2024-02-09,41,True,1383000000,1383000000,False,clean
@@ -2547,10 +2615,10 @@ MRK,310158,Revenue,Revenues,2021,2021-12-31,2022-02-25,56,True,48704000000,48704
 MRK,310158,Revenue,Revenues,2020,2020-12-31,2021-02-25,56,True,47994000000,41518000000,True,clean
 MRK,310158,Revenue,Revenues,2019,2019-12-31,2020-02-26,57,True,46840000000,39121000000,True,clean
 MRK,310158,Revenue,Revenues,2018,2018-12-31,2019-02-27,58,True,42294000000,42294000000,False,clean
-MRK,310158,Revenue,Revenues,2017,2017-12-31,2019-02-27,423,False,40122000000,40122000000,False,FLAG:lag_out_of_range(423d)
-MRK,310158,Revenue,Revenues,2016,2016-12-31,2019-02-27,788,False,39807000000,39807000000,False,FLAG:lag_out_of_range(788d)
-MRK,310158,Revenue,Revenues,2010,2010-12-31,2011-02-28,59,True,45987000000,45987000000,False,clean
-MRK,310158,Revenue,Revenues,2009,2009-12-31,2010-03-01,60,True,27428300000,27428000000,False,clean
 MRK,310158,NetIncome,NetIncomeLoss,2025,2025-12-31,2026-02-24,55,True,18254000000,18254000000,False,clean
 MRK,310158,NetIncome,NetIncomeLoss,2024,2024-12-31,2025-02-25,56,True,17117000000,17117000000,False,clean
 MRK,310158,NetIncome,NetIncomeLoss,2023,2023-12-31,2024-02-26,57,True,365000000,365000000,False,clean
@@ -2588,7 +2656,7 @@ MRK,310158,StockholdersEquity,StockholdersEquity,2016,2016-12-31,2017-02-28,59,T
 MRK,310158,StockholdersEquity,StockholdersEquity,2015,2015-12-31,2016-02-26,57,True,44676000000,44676000000,False,clean
 MRK,310158,StockholdersEquity,StockholdersEquity,2014,2014-12-31,2015-02-27,58,True,48647000000,48647000000,False,clean
 MRK,310158,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-12-31,2026-02-24,55,True,16472000000,16472000000,False,clean
-MRK,310158,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2024,2024-12-31,2025-02-25,56,True,21468000000,21468000000,False,clean
 MRK,310158,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2023,2023-12-31,2024-02-26,57,True,13006000000,13006000000,False,clean
 MRK,310158,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2022,2022-12-31,2023-02-24,55,True,19095000000,19095000000,False,clean
 MRK,310158,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2021,2021-12-31,2022-02-25,56,True,13122000000,13122000000,False,clean
@@ -2707,14 +2775,14 @@ LLY,59478,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,201
 LLY,59478,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-12-31,2017-02-21,52,True,1061825000,1061825000,False,clean
 LLY,59478,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-12-31,2016-02-19,50,True,1065720000,1065720000,False,clean
 LLY,59478,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2014,2014-12-31,2015-02-19,50,True,1074286000,1074286000,False,clean
-ABBV,1551152,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2025,2025-12-31,2026-02-20,51,True,61160000000,61160000000,False,clean
-ABBV,1551152,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2024,2024-12-31,2025-02-14,45,True,56334000000,56334000000,False,clean
-ABBV,1551152,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2023,2023-12-31,2024-02-20,51,True,54318000000,54318000000,False,clean
-ABBV,1551152,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2022,2022-12-31,2023-02-17,48,True,58054000000,58054000000,False,clean
-ABBV,1551152,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-12-31,2022-02-18,49,True,56197000000,56197000000,False,clean
-ABBV,1551152,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-12-31,2021-02-19,50,True,45804000000,45804000000,False,clean
-ABBV,1551152,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-12-31,2020-02-21,52,True,33266000000,33266000000,False,clean
-ABBV,1551152,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2018,2018-12-31,2019-02-27,58,True,32753000000,32753000000,False,clean
 ABBV,1551152,Revenue,SalesRevenueNet,2017,2017-12-31,2018-02-16,47,True,28216000000,28216000000,False,clean
 ABBV,1551152,Revenue,SalesRevenueNet,2016,2016-12-31,2017-02-17,48,True,25638000000,25638000000,False,clean
 ABBV,1551152,Revenue,SalesRevenueNet,2015,2015-12-31,2016-02-19,50,True,22859000000,22859000000,False,clean
@@ -2959,14 +3027,14 @@ UNH,731766,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,20
 UNH,731766,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-12-31,2017-02-08,39,True,968000000,968000000,False,clean
 UNH,731766,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-12-31,2016-02-09,40,True,967000000,967000000,False,clean
 UNH,731766,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2014,2014-12-31,2015-02-10,41,True,986000000,986000000,False,clean
-CVX,93410,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2025,2025-12-31,2026-02-24,55,True,184432000000,184432000000,False,clean
-CVX,93410,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2024,2024-12-31,2025-02-21,52,True,193414000000,193414000000,False,clean
-CVX,93410,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2023,2023-12-31,2024-02-26,57,True,196913000000,196913000000,False,clean
-CVX,93410,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2022,2022-12-31,2023-02-23,54,True,235717000000,235717000000,False,clean
-CVX,93410,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-12-31,2022-02-24,55,True,155606000000,155606000000,False,clean
-CVX,93410,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-12-31,2021-02-25,56,True,94471000000,94471000000,False,clean
-CVX,93410,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-12-31,2020-02-21,52,True,139865000000,139865000000,False,clean
-CVX,93410,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2018,2018-12-31,2019-02-22,53,True,158902000000,158902000000,False,clean
 CVX,93410,Revenue,Revenues,2017,2017-12-31,2018-02-22,53,True,141722000000,141722000000,False,clean
 CVX,93410,Revenue,Revenues,2016,2016-12-31,2017-02-23,54,True,114472000000,114472000000,False,clean
 CVX,93410,Revenue,Revenues,2015,2015-12-31,2016-02-25,56,True,138477000000,138477000000,False,clean
@@ -3133,7 +3201,7 @@ LMT,936468,Revenue,Revenues,2023,2023-12-31,2024-01-23,23,True,67571000000,67571
 LMT,936468,Revenue,Revenues,2022,2022-12-31,2023-01-26,26,True,65984000000,65984000000,False,clean
 LMT,936468,Revenue,Revenues,2021,2021-12-31,2022-01-25,25,True,67044000000,67044000000,False,clean
 LMT,936468,Revenue,Revenues,2020,2020-12-31,2021-01-28,28,True,65398000000,65398000000,False,clean
-LMT,936468,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-12-31,2020-02-07,38,True,59812000000,59812000000,False,clean
 LMT,936468,Revenue,Revenues,2018,2018-12-31,2019-02-08,39,True,53762000000,53762000000,False,clean
 LMT,936468,Revenue,SalesRevenueNet,2017,2017-12-31,2018-02-06,37,True,51048000000,51048000000,False,clean
 LMT,936468,Revenue,SalesRevenueNet,2016,2016-12-31,2017-02-09,40,True,47248000000,47248000000,False,clean

 GOOGL,1652044,Revenue,Revenues,2017,2017-12-31,2018-02-06,37,True,110855000000,110855000000,False,clean
 GOOGL,1652044,Revenue,Revenues,2016,2016-12-31,2017-02-03,34,True,90272000000,90272000000,False,clean
 GOOGL,1652044,Revenue,Revenues,2015,2015-12-31,2016-02-11,42,True,74989000000,74989000000,False,clean
+GOOGL,1652044,Revenue,Revenues,2014,2014-12-31,2016-02-11,407,False,66001000000,66001000000,False,FLAG:lag_out_of_range
 GOOGL,1652044,NetIncome,NetIncomeLoss,2025,2025-12-31,2026-02-05,36,True,132170000000,132170000000,False,clean
 GOOGL,1652044,NetIncome,NetIncomeLoss,2024,2024-12-31,2025-02-05,36,True,100118000000,100118000000,False,clean
 GOOGL,1652044,NetIncome,NetIncomeLoss,2023,2023-12-31,2024-01-31,31,True,73795000000,73795000000,False,clean
 GOOGL,1652044,NetIncome,NetIncomeLoss,2017,2017-12-31,2018-02-06,37,True,12662000000,12662000000,False,clean
 GOOGL,1652044,NetIncome,NetIncomeLoss,2016,2016-12-31,2017-02-03,34,True,19478000000,19478000000,False,clean
 GOOGL,1652044,NetIncome,NetIncomeLoss,2015,2015-12-31,2016-02-11,42,True,16348000000,16348000000,False,clean
+GOOGL,1652044,NetIncome,NetIncomeLoss,2014,2014-12-31,2016-02-11,407,False,14136000000,14136000000,False,FLAG:lag_out_of_range
 GOOGL,1652044,Assets,Assets,2025,2025-12-31,2026-02-05,36,True,595281000000,595281000000,False,clean
 GOOGL,1652044,Assets,Assets,2024,2024-12-31,2025-02-05,36,True,450256000000,450256000000,False,clean
 GOOGL,1652044,Assets,Assets,2023,2023-12-31,2024-01-31,31,True,402392000000,402392000000,False,clean
 GOOGL,1652044,Assets,Assets,2017,2017-12-31,2018-02-06,37,True,197295000000,197295000000,False,clean
 GOOGL,1652044,Assets,Assets,2016,2016-12-31,2017-02-03,34,True,167497000000,167497000000,False,clean
 GOOGL,1652044,Assets,Assets,2015,2015-12-31,2016-02-11,42,True,147461000000,147461000000,False,clean
+GOOGL,1652044,Assets,Assets,2014,2014-12-31,2016-02-11,407,False,129187000000,129187000000,False,FLAG:lag_out_of_range
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2025,2025-12-31,2026-02-05,36,True,415265000000,415265000000,False,clean
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2024,2024-12-31,2025-02-05,36,True,325084000000,325084000000,False,clean
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2023,2023-12-31,2024-01-31,31,True,283379000000,283379000000,False,clean
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2017,2017-12-31,2018-02-06,37,True,152502000000,152502000000,False,clean
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2016,2016-12-31,2017-02-03,34,True,139036000000,139036000000,False,clean
 GOOGL,1652044,StockholdersEquity,StockholdersEquity,2015,2015-12-31,2016-02-11,42,True,120331000000,120331000000,False,clean
+GOOGL,1652044,StockholdersEquity,StockholdersEquity,2014,2014-12-31,2016-02-11,407,False,103860000000,103860000000,False,FLAG:lag_out_of_range
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-12-31,2026-02-05,36,True,164713000000,164713000000,False,clean
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2024,2024-12-31,2025-02-05,36,True,125299000000,125299000000,False,clean
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2023,2023-12-31,2024-01-31,31,True,101746000000,101746000000,False,clean
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017-12-31,2018-02-06,37,True,37091000000,37091000000,False,clean
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-12-31,2017-02-03,34,True,36036000000,36036000000,False,clean
 GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-12-31,2016-02-11,42,True,26024000000,26572000000,True,clean
+GOOGL,1652044,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2014,2014-12-31,2016-02-11,407,False,22376000000,23024000000,True,FLAG:lag_out_of_range
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2025,2025-12-31,2026-02-05,36,True,10.81,10.81,False,clean
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2024,2024-12-31,2025-02-05,36,True,8.04,8.04,False,clean
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2023,2023-12-31,2024-01-31,31,True,5.8,5.8,False,clean
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2020,2020-12-31,2021-02-03,34,True,58.61,2.93,True,clean
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2019,2019-12-31,2020-02-04,35,True,49.16,49.16,False,clean
 GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2018,2018-12-31,2019-02-05,36,True,43.7,43.7,False,clean
+GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2017,2017-12-31,2019-02-05,401,False,18,18,False,FLAG:lag_out_of_range
+GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2016,2016-12-31,2019-02-05,766,False,27.85,27.85,False,FLAG:lag_out_of_range
+GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2014,2014-12-31,2016-02-11,407,False,20.57,20.57,False,FLAG:lag_out_of_range
+GOOGL,1652044,EPSDiluted,EarningsPerShareDiluted,2013,2013-12-31,2016-02-11,772,False,18.79,18.79,False,FLAG:lag_out_of_range
 GOOGL,1652044,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-12-31,2026-02-05,36,True,12230000000,12230000000,False,clean
 GOOGL,1652044,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-12-31,2025-02-05,36,True,12447000000,12447000000,False,clean
+GOOGL,1652044,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-12-31,2025-02-05,402,False,12722000000,12722000000,False,FLAG:lag_out_of_range
+GOOGL,1652044,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2022,2022-12-31,2025-02-05,767,False,13159000000,13159000000,False,FLAG:lag_out_of_range
 AMZN,1018724,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2025,2025-12-31,2026-02-06,37,True,716924000000,716924000000,False,clean
 AMZN,1018724,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2024,2024-12-31,2025-02-07,38,True,637959000000,637959000000,False,clean
 AMZN,1018724,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2023,2023-12-31,2024-02-02,33,True,574785000000,574785000000,False,clean
 META,1326801,Assets,Assets,2018,2018-12-31,2019-01-31,31,True,97334000000,97334000000,False,clean
 META,1326801,Assets,Assets,2017,2017-12-31,2018-02-01,32,True,84524000000,84524000000,False,clean
 META,1326801,Assets,Assets,2016,2016-12-31,2017-02-03,34,True,64961000000,64961000000,False,clean
+META,1326801,Assets,Assets,2015,2015-12-31,2016-01-28,28,True,49407000000,49407000000,False,clean
+META,1326801,Assets,Assets,2014,2014-12-31,2015-01-29,29,True,40184000000,39966000000,True,clean
 META,1326801,StockholdersEquity,StockholdersEquity,2025,2025-12-31,2026-01-29,29,True,217243000000,217243000000,False,clean
 META,1326801,StockholdersEquity,StockholdersEquity,2024,2024-12-31,2025-01-30,30,True,182637000000,182637000000,False,clean
 META,1326801,StockholdersEquity,StockholdersEquity,2023,2023-12-31,2024-02-02,33,True,153168000000,153168000000,False,clean
 NVDA,1045810,Revenue,Revenues,2025,2025-01-26,2025-02-26,31,True,130497000000,130497000000,False,clean
 NVDA,1045810,Revenue,Revenues,2024,2024-01-28,2024-02-21,24,True,60922000000,60922000000,False,clean
 NVDA,1045810,Revenue,Revenues,2023,2023-01-29,2023-02-24,26,True,26974000000,26974000000,False,clean
+NVDA,1045810,Revenue,Revenues,2022,2022-01-30,2022-03-18,47,True,26914000000,26914000000,False,FLAG:tag_switch_discontinuity
 NVDA,1045810,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-01-31,2021-02-26,26,True,16675000000,16675000000,False,clean
 NVDA,1045810,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-01-26,2020-02-20,25,True,10918000000,10918000000,False,clean
 NVDA,1045810,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-01-27,2019-02-21,25,True,11716000000,11716000000,False,clean
 NVDA,1045810,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,2017-01-29,2017-03-01,31,True,649000000,649000000,False,clean
 NVDA,1045810,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-01-31,2016-03-17,46,True,569000000,569000000,False,clean
 NVDA,1045810,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-01-25,2015-03-12,46,True,563068000,563000000,False,clean
+TSLA,1318605,Revenue,Revenues,2025,2025-12-31,2026-01-29,29,True,94827000000,94827000000,False,clean
+TSLA,1318605,Revenue,Revenues,2024,2024-12-31,2025-01-30,30,True,97690000000,97690000000,False,clean
+TSLA,1318605,Revenue,Revenues,2023,2023-12-31,2024-01-29,29,True,96773000000,96773000000,False,clean
 TSLA,1318605,Revenue,Revenues,2022,2022-12-31,2023-01-31,31,True,81462000000,81462000000,False,clean
 TSLA,1318605,Revenue,Revenues,2021,2021-12-31,2022-02-07,38,True,53823000000,53823000000,False,clean
 TSLA,1318605,Revenue,Revenues,2020,2020-12-31,2021-02-08,39,True,31536000000,31536000000,False,clean
 TSLA,1318605,Revenue,Revenues,2019,2019-12-31,2020-02-13,44,True,24578000000,24578000000,False,clean
+TSLA,1318605,Revenue,Revenues,2018,2018-12-31,2019-02-19,50,True,21461268000,21461000000,False,clean
 TSLA,1318605,Revenue,Revenues,2017,2017-12-31,2018-02-23,54,True,11758751000,11759000000,False,clean
 TSLA,1318605,Revenue,Revenues,2016,2016-12-31,2017-03-01,60,True,7000132000,7000132000,False,clean
 TSLA,1318605,Revenue,Revenues,2015,2015-12-31,2016-02-24,55,True,4046025000,4046025000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2021,2021-12-31,2022-02-07,38,True,11497000000,11497000000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2020,2020-12-31,2021-02-08,39,True,5943000000,5943000000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2019,2019-12-31,2020-02-13,44,True,2405000000,2405000000,False,clean
+TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2018,2018-12-31,2019-02-19,50,True,2097802000,2098000000,False,FLAG:tag_switch_discontinuity
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2017,2017-12-31,2018-02-23,54,True,-60654000,-60654000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2016,2016-12-31,2017-03-01,60,True,-123829000,-123829000,False,clean
 TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2015,2015-12-31,2016-02-24,55,True,-524499000,-524499000,False,clean
+TSLA,1318605,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2014,2014-12-31,2015-02-26,57,True,-57337000,-57337000,False,FLAG:tag_switch_discontinuity
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2025,2025-12-31,2026-01-29,29,True,1.08,1.08,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2024,2024-12-31,2025-01-30,30,True,2.04,2.04,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2023,2023-12-31,2024-01-29,29,True,4.3,4.3,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2020,2020-12-31,2021-02-08,39,True,0.64,0.21,True,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2019,2019-12-31,2020-02-13,44,True,-4.92,-0.98,True,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2018,2018-12-31,2019-02-19,50,True,-5.72,-1.14,True,clean
+TSLA,1318605,EPSDiluted,EarningsPerShareDiluted,2017,2017-12-31,2018-02-23,54,True,-11.83,-11.83,False,FLAG:tag_switch_discontinuity
 TSLA,1318605,EPSDiluted,EarningsPerShareBasicAndDiluted,2016,2016-12-31,2017-03-01,60,True,-4.68,-4.68,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareBasicAndDiluted,2015,2015-12-31,2016-02-24,55,True,-6.93,-6.93,False,clean
 TSLA,1318605,EPSDiluted,EarningsPerShareBasicAndDiluted,2014,2014-12-31,2015-02-26,57,True,-2.36,-2.36,False,clean
 TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2019,2019-12-31,2020-02-13,44,True,177000000,887000000,True,clean
 TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2018,2018-12-31,2019-02-19,50,True,170525000,853000000,True,clean
 TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,2017-12-31,2018-02-23,54,True,165758000,166000000,False,clean
+TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-12-31,2018-02-23,419,False,144212000,144212000,False,FLAG:lag_out_of_range
+TSLA,1318605,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-12-31,2018-02-23,785,False,128202000,128202000,False,FLAG:lag_out_of_range
 JPM,19617,Revenue,Revenues,2025,2025-12-31,2026-02-13,44,True,182447000000,182447000000,False,clean
 JPM,19617,Revenue,Revenues,2024,2024-12-31,2025-02-14,45,True,177556000000,177556000000,False,clean
 JPM,19617,Revenue,Revenues,2023,2023-12-31,2024-02-16,47,True,158104000000,158104000000,False,clean
 JNJ,200406,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2021-01-03,2021-02-22,50,True,82584000000,82584000000,False,clean
 JNJ,200406,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-12-29,2020-02-18,51,True,82059000000,82059000000,False,clean
 JNJ,200406,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2018,2018-12-30,2019-02-20,52,True,81581000000,81581000000,False,clean
+JNJ,200406,Revenue,SalesRevenueGoodsNet,2017,2017-12-31,2018-02-21,52,True,76450000000,76450000000,False,clean
+JNJ,200406,Revenue,SalesRevenueGoodsNet,2016,2017-01-01,2017-02-27,57,True,71890000000,71890000000,False,clean
+JNJ,200406,Revenue,SalesRevenueGoodsNet,2015,2016-01-03,2016-02-24,52,True,70074000000,70074000000,False,clean
+JNJ,200406,Revenue,SalesRevenueGoodsNet,2014,2014-12-28,2015-02-24,58,True,74331000000,74331000000,False,clean
 JNJ,200406,NetIncome,NetIncomeLoss,2025,2025-12-28,2026-02-11,45,True,26804000000,26804000000,False,clean
 JNJ,200406,NetIncome,NetIncomeLoss,2024,2024-12-29,2025-02-13,46,True,14066000000,14066000000,False,clean
 JNJ,200406,NetIncome,NetIncomeLoss,2023,2023-12-31,2024-02-16,47,True,35153000000,35153000000,False,clean
 V,1403161,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-09-30,2016-11-15,46,True,5574000000,5574000000,False,clean
 V,1403161,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-09-30,2015-11-20,51,True,6584000000,6584000000,False,clean
 V,1403161,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2014,2014-09-30,2014-11-21,52,True,7205000000,7205000000,False,clean
+WMT,104169,Revenue,Revenues,2026,2026-01-31,2026-03-13,41,True,713163000000,713163000000,False,clean
+WMT,104169,Revenue,Revenues,2025,2025-01-31,2025-03-14,42,True,680985000000,680985000000,False,clean
+WMT,104169,Revenue,Revenues,2024,2024-01-31,2024-03-15,44,True,648125000000,648125000000,False,clean
+WMT,104169,Revenue,Revenues,2023,2023-01-31,2023-03-17,45,True,611289000000,611289000000,False,clean
+WMT,104169,Revenue,Revenues,2022,2022-01-31,2022-03-18,46,True,572754000000,572754000000,False,clean
+WMT,104169,Revenue,Revenues,2021,2021-01-31,2021-03-19,47,True,559151000000,559151000000,False,clean
+WMT,104169,Revenue,Revenues,2020,2020-01-31,2020-03-20,49,True,523964000000,523964000000,False,clean
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 WMT,104169,Revenue,Revenues,2018,2018-01-31,2018-03-30,58,True,500343000000,500343000000,False,clean
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 CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2017,2017-12-31,2018-02-15,46,True,13766000000,13766000000,False,clean
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+CAT,18230,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2014,2014-12-31,2015-02-17,48,True,16826000000,16826000000,False,clean
 CAT,18230,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-12-31,2026-02-13,44,True,11739000000,11739000000,False,clean
 CAT,18230,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2024,2024-12-31,2025-02-14,45,True,12035000000,12035000000,False,clean
 CAT,18230,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2023,2023-12-31,2024-02-16,47,True,12885000000,12885000000,False,clean
 CAT,18230,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-12-31,2017-02-15,46,True,584300000,584300000,False,clean
 CAT,18230,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-12-31,2016-02-16,47,True,601300000,601300000,False,clean
 CAT,18230,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2014,2014-12-31,2015-02-17,48,True,628900000,628900000,False,clean
+ORCL,1341439,Revenue,Revenues,2026,2026-05-31,2026-06-22,22,True,67357000000,67357000000,False,clean
+ORCL,1341439,Revenue,Revenues,2025,2025-05-31,2025-06-18,18,True,57399000000,57399000000,False,clean
+ORCL,1341439,Revenue,Revenues,2024,2024-05-31,2024-06-20,20,True,52961000000,52961000000,False,clean
+ORCL,1341439,Revenue,Revenues,2023,2023-05-31,2023-06-20,20,True,49954000000,49954000000,False,clean
 ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2022,2022-05-31,2022-06-21,21,True,42440000000,42440000000,False,clean
 ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-05-31,2021-06-21,21,True,40479000000,40479000000,False,clean
 ORCL,1341439,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-05-31,2020-06-22,22,True,39068000000,39068000000,False,clean
+ORCL,1341439,Revenue,Revenues,2019,2019-05-31,2019-06-21,21,True,39506000000,39506000000,False,clean
 ORCL,1341439,Revenue,Revenues,2018,2018-05-31,2018-06-22,22,True,39831000000,39383000000,True,clean
 ORCL,1341439,Revenue,Revenues,2017,2017-05-31,2017-06-27,27,True,37728000000,37792000000,False,clean
 ORCL,1341439,Revenue,Revenues,2016,2016-05-31,2016-06-22,22,True,37047000000,37047000000,False,clean
 CRM,1108524,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2021,2021-01-31,2021-03-17,45,True,21252000000,21252000000,False,clean
 CRM,1108524,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-01-31,2020-03-05,34,True,17098000000,17098000000,False,clean
 CRM,1108524,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-01-31,2019-03-08,36,True,13282000000,13282000000,False,clean
+CRM,1108524,Revenue,SalesRevenueServicesNet,2018,2018-01-31,2018-03-09,37,True,10480012000,10480012000,False,clean
 CRM,1108524,Revenue,Revenues,2017,2017-01-31,2017-03-06,34,True,8391984000,8391984000,False,clean
 CRM,1108524,Revenue,Revenues,2016,2016-01-31,2016-03-07,36,True,6667216000,6667216000,False,clean
 CRM,1108524,Revenue,Revenues,2015,2015-01-31,2015-03-06,34,True,5373586000,5373586000,False,clean
 CRM,1108524,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017-01-31,2017-03-06,34,True,2162198000,2162000000,False,clean
 CRM,1108524,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-01-31,2016-03-07,36,True,1612585000,1672081000,True,clean
 CRM,1108524,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2015,2015-01-31,2015-03-06,34,True,1173714000,1181444000,True,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2026,2026-01-31,2026-03-02,30,True,7.8,7.8,False,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2025,2025-01-31,2025-03-05,33,True,6.36,6.36,False,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2024,2024-01-31,2024-03-06,35,True,4.2,4.2,False,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2023,2023-01-31,2023-03-08,36,True,0.21,0.21,False,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2022,2022-01-31,2022-03-11,39,True,1.48,1.48,False,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2021,2021-01-31,2021-03-17,45,True,4.38,4.38,False,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2020,2020-01-31,2020-03-05,34,True,0.15,0.15,False,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2019,2019-01-31,2019-03-08,36,True,1.43,1.43,False,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2018,2018-01-31,2018-03-09,37,True,0.17,0.49,True,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2017,2017-01-31,2017-03-06,34,True,0.26,0.46,True,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2016,2016-01-31,2016-03-07,36,True,-0.07,-0.07,False,clean
+CRM,1108524,EPSDiluted,EarningsPerShareDiluted,2015,2015-01-31,2015-03-06,34,True,-0.42,-0.42,False,clean
 CRM,1108524,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2026,2026-01-31,2026-03-02,30,True,956000000,956000000,False,clean
 CRM,1108524,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-01-31,2025-03-05,33,True,974000000,974000000,False,clean
 CRM,1108524,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-01-31,2024-03-06,35,True,984000000,984000000,False,clean
 CSCO,858877,Assets,Assets,2021,2021-07-31,2021-09-09,40,True,97497000000,97497000000,False,clean
 CSCO,858877,Assets,Assets,2020,2020-07-25,2020-09-03,40,True,94853000000,94853000000,False,clean
 CSCO,858877,Assets,Assets,2019,2019-07-27,2019-09-05,40,True,97793000000,97793000000,False,clean
 CSCO,858877,Assets,Assets,2018,2018-07-28,2018-09-06,40,True,108784000000,108784000000,False,clean
 CSCO,858877,Assets,Assets,2017,2017-07-29,2017-09-07,40,True,129818000000,129818000000,False,clean
 CSCO,858877,Assets,Assets,2016,2016-07-30,2016-09-08,40,True,121652000000,121652000000,False,clean
 CSCO,858877,Assets,Assets,2015,2015-07-25,2015-09-08,45,True,113481000000,113373000000,False,clean
+CSCO,858877,Assets,Assets,2014,2014-07-26,2014-09-09,45,True,105134000000,105070000000,False,clean
 CSCO,858877,StockholdersEquity,StockholdersEquity,2025,2025-07-26,2025-09-03,39,True,46843000000,46843000000,False,clean
 CSCO,858877,StockholdersEquity,StockholdersEquity,2024,2024-07-27,2024-09-05,40,True,45457000000,45457000000,False,clean
 CSCO,858877,StockholdersEquity,StockholdersEquity,2023,2023-07-29,2023-09-07,40,True,44353000000,44353000000,False,clean
 CSCO,858877,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2016,2016-07-30,2016-09-08,40,True,13570000000,13570000000,False,clean
 CSCO,858877,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2015,2015-07-25,2015-09-08,45,True,12552000000,12552000000,False,clean
 CSCO,858877,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivitiesContinuingOperations,2014,2014-07-26,2014-09-09,45,True,12332000000,12332000000,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2025,2025-07-26,2025-09-03,39,True,2.55,2.55,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2024,2024-07-27,2024-09-05,40,True,2.54,2.54,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2023,2023-07-29,2023-09-07,40,True,3.07,3.07,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2022,2022-07-30,2022-09-08,40,True,2.82,2.82,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2021,2021-07-31,2021-09-09,40,True,2.5,2.5,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2020,2020-07-25,2020-09-03,40,True,2.64,2.64,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2019,2019-07-27,2019-09-05,40,True,2.61,2.61,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2018,2018-07-28,2018-09-06,40,True,0.02,0.02,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2017,2017-07-29,2017-09-07,40,True,1.9,1.9,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2016,2016-07-30,2016-09-08,40,True,2.11,2.11,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2015,2015-07-25,2015-09-08,45,True,1.75,1.75,False,clean
+CSCO,858877,EPSDiluted,EarningsPerShareDiluted,2014,2014-07-26,2014-09-09,45,True,1.49,1.49,False,clean
 CSCO,858877,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-07-26,2025-09-03,39,True,3998000000,3998000000,False,clean
 CSCO,858877,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-07-27,2024-09-05,40,True,4062000000,4062000000,False,clean
 CSCO,858877,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-07-29,2023-09-07,40,True,4105000000,4105000000,False,clean
 AVGO,1730168,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2020,2020-11-01,2020-12-18,47,True,23888000000,23888000000,False,clean
 AVGO,1730168,Revenue,RevenueFromContractWithCustomerExcludingAssessedTax,2019,2019-11-03,2019-12-20,47,True,22597000000,22597000000,False,clean
 AVGO,1730168,Revenue,Revenues,2018,2018-11-04,2018-12-21,47,True,20848000000,20848000000,False,clean
+AVGO,1730168,Revenue,Revenues,2017,2017-10-29,2018-12-21,418,False,17636000000,17636000000,False,FLAG:lag_out_of_range
+AVGO,1730168,Revenue,Revenues,2016,2016-10-30,2018-12-21,782,False,13240000000,13240000000,False,FLAG:lag_out_of_range
+AVGO,1730168,NetIncome,ProfitLoss,2025,2025-11-02,2025-12-18,46,True,23126000000,23126000000,False,FLAG:tag_switch_discontinuity
+AVGO,1730168,NetIncome,NetIncomeLoss,2024,2024-11-03,2024-12-20,47,True,5895000000,5895000000,False,FLAG:tag_switch_discontinuity
 AVGO,1730168,NetIncome,ProfitLoss,2023,2023-10-29,2023-12-14,46,True,14082000000,14082000000,False,clean
 AVGO,1730168,NetIncome,ProfitLoss,2022,2022-10-30,2022-12-16,47,True,11495000000,11495000000,False,clean
 AVGO,1730168,NetIncome,ProfitLoss,2021,2021-10-31,2021-12-17,47,True,6736000000,6736000000,False,clean
 AVGO,1730168,NetIncome,ProfitLoss,2020,2020-11-01,2020-12-18,47,True,2960000000,2960000000,False,clean
+AVGO,1730168,NetIncome,ProfitLoss,2019,2019-11-03,2019-12-20,47,True,2724000000,2724000000,False,FLAG:tag_switch_discontinuity
 AVGO,1730168,NetIncome,NetIncomeLoss,2018,2018-11-04,2018-12-21,47,True,12259000000,12259000000,False,clean
+AVGO,1730168,NetIncome,NetIncomeLoss,2017,2017-10-29,2018-12-21,418,False,1692000000,1692000000,False,FLAG:lag_out_of_range
+AVGO,1730168,NetIncome,NetIncomeLoss,2016,2016-10-30,2018-12-21,782,False,-1739000000,-1739000000,False,FLAG:lag_out_of_range
 AVGO,1730168,Assets,Assets,2025,2025-11-02,2025-12-18,46,True,171092000000,171092000000,False,clean
 AVGO,1730168,Assets,Assets,2024,2024-11-03,2024-12-20,47,True,165645000000,165645000000,False,clean
 AVGO,1730168,Assets,Assets,2023,2023-10-29,2023-12-14,46,True,72861000000,72861000000,False,clean
 AVGO,1730168,Assets,Assets,2020,2020-11-01,2020-12-18,47,True,75933000000,75933000000,False,clean
 AVGO,1730168,Assets,Assets,2019,2019-11-03,2019-12-20,47,True,67493000000,67493000000,False,clean
 AVGO,1730168,Assets,Assets,2018,2018-11-04,2018-12-21,47,True,50124000000,50124000000,False,clean
+AVGO,1730168,Assets,Assets,2017,2017-10-29,2018-12-21,418,False,54418000000,54418000000,False,FLAG:lag_out_of_range
 AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2025,2025-11-02,2025-12-18,46,True,81292000000,81292000000,False,clean
 AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2024,2024-11-03,2024-12-20,47,True,67678000000,67678000000,False,clean
 AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2023,2023-10-29,2023-12-14,46,True,23988000000,23988000000,False,clean
 AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2020,2020-11-01,2020-12-18,47,True,23874000000,23874000000,False,clean
 AVGO,1730168,StockholdersEquity,StockholdersEquity,2019,2019-11-03,2019-12-20,47,True,24941000000,24941000000,False,clean
 AVGO,1730168,StockholdersEquity,StockholdersEquity,2018,2018-11-04,2018-12-21,47,True,26657000000,26657000000,False,clean
+AVGO,1730168,StockholdersEquity,StockholdersEquity,2017,2017-10-29,2018-12-21,418,False,20285000000,20285000000,False,FLAG:lag_out_of_range
+AVGO,1730168,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2016,2016-10-30,2018-12-21,782,False,21876000000,21876000000,False,FLAG:lag_out_of_range
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2025,2025-11-02,2025-12-18,46,True,27537000000,27537000000,False,clean
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2024,2024-11-03,2024-12-20,47,True,19962000000,19962000000,False,clean
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2023,2023-10-29,2023-12-14,46,True,18085000000,18085000000,False,clean
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2020,2020-11-01,2020-12-18,47,True,12061000000,12061000000,False,clean
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2019,2019-11-03,2019-12-20,47,True,9697000000,9697000000,False,clean
 AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2018,2018-11-04,2018-12-21,47,True,8880000000,8880000000,False,clean
+AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2017,2017-10-29,2018-12-21,418,False,6551000000,6551000000,False,FLAG:lag_out_of_range
+AVGO,1730168,OperatingCashFlow,NetCashProvidedByUsedInOperatingActivities,2016,2016-10-30,2018-12-21,782,False,3411000000,3411000000,False,FLAG:lag_out_of_range
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2025,2025-11-02,2025-12-18,46,True,4.77,4.77,False,clean
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2024,2024-11-03,2024-12-20,47,True,1.23,1.23,False,clean
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2023,2023-10-29,2023-12-14,46,True,32.98,3.3,True,clean
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2020,2020-11-01,2020-12-18,47,True,6.33,6.33,False,clean
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2019,2019-11-03,2019-12-20,47,True,6.43,6.43,False,clean
 AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2018,2018-11-04,2018-12-21,47,True,28.44,28.44,False,clean
+AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2017,2017-10-29,2018-12-21,418,False,4.02,4.02,False,FLAG:lag_out_of_range
+AVGO,1730168,EPSDiluted,EarningsPerShareDiluted,2016,2016-10-30,2018-12-21,782,False,-4.86,-4.86,False,FLAG:lag_out_of_range
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2025,2025-11-02,2025-12-18,46,True,4853000000,4853000000,False,clean
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2024,2024-11-03,2024-12-20,47,True,4778000000,4778000000,False,clean
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2023,2023-10-29,2023-12-14,46,True,427000000,4272000000,True,clean
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2020,2020-11-01,2020-12-18,47,True,421000000,421000000,False,clean
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2019,2019-11-03,2019-12-20,47,True,419000000,419000000,False,clean
 AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2018,2018-11-04,2018-12-21,47,True,431000000,431000000,False,clean
+AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2017,2017-10-29,2018-12-21,418,False,421000000,421000000,False,FLAG:lag_out_of_range
+AVGO,1730168,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-10-30,2018-12-21,782,False,383000000,383000000,False,FLAG:lag_out_of_range
 QCOM,804328,Revenue,Revenues,2025,2025-09-28,2025-11-05,38,True,44284000000,44284000000,False,clean
 QCOM,804328,Revenue,Revenues,2024,2024-09-29,2024-11-06,38,True,38962000000,38962000000,False,clean
 QCOM,804328,Revenue,Revenues,2023,2023-09-24,2023-11-01,38,True,35820000000,35820000000,False,clean
 QCOM,804328,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2022,2022-09-25,2022-11-02,38,True,18013000000,18013000000,False,clean
 QCOM,804328,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2021,2021-09-26,2021-11-03,38,True,9950000000,9950000000,False,clean
 QCOM,804328,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2020,2020-09-27,2020-11-04,38,True,6077000000,6077000000,False,clean
+QCOM,804328,StockholdersEquity,StockholdersEquity,2019,2019-09-29,2019-11-06,38,True,4909000000,4909000000,False,FLAG:tag_switch_discontinuity
+QCOM,804328,StockholdersEquity,StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest,2018,2018-09-30,2018-11-07,38,True,928000000,807000000,True,FLAG:tag_switch_discontinuity
 QCOM,804328,StockholdersEquity,StockholdersEquity,2017,2017-09-24,2017-11-01,38,True,30746000000,30725000000,False,clean
 QCOM,804328,StockholdersEquity,StockholdersEquity,2016,2016-09-25,2016-11-02,38,True,31778000000,31778000000,False,clean
 QCOM,804328,StockholdersEquity,StockholdersEquity,2015,2015-09-27,2015-11-04,38,True,31421000000,31421000000,False,clean
 TXN,97476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2016,2016-12-31,2017-02-23,54,True,1021000000,1021000000,False,clean
 TXN,97476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2015,2015-12-31,2016-02-24,55,True,1043000000,1043000000,False,clean
 TXN,97476,DilutedShares,WeightedAverageNumberOfDilutedSharesOutstanding,2014,2014-12-31,2015-02-24,55,True,1080000000,1080000000,False,clean
+COST,909832,Revenue,Revenues,2025,2025-08-31,2025-10-08,38,True,275235000000,275235000000,False,clean
+COST,909832,Revenue,Revenues,2024,2024-09-01,2024-10-09,38,True,254453000000,254453000000,False,clean
+COST,909832,Revenue,Revenues,2023,2023-09-03,2023-10-11,38,True,242290000000,242290000000,False,clean
+COST,909832,Revenue,Revenues,2022,2022-08-28,2022-10-05,38,True,226954000000,226954000000,False,clean
+COST,909832,Revenue,Revenues,2021,2021-08-29,2021-10-06,38,True,195929000000,195929000000,False,clean
+COST,909832,Revenue,Revenues,2020,2020-08-30,2020-10-07,38,True,166761000000,166761000000,False,clean
+COST,909832,Revenue,Revenues,2019,2019-09-01,2019-10-11,40,True,152703000000,152703000000,False,clean
+COST,909832,Revenue,Revenues,2018,2018-09-02,2018-10-26,54,True,141576000000,141576000000,False,clean
 COST,909832,Revenue,Revenues,2017,2017-09-03,2017-10-18,45,True,129025000000,129025000000,False,clean
 COST,909832,Revenue,Revenues,2016,2016-08-28,2016-10-12,45,True,118719000000,118719000000,False,clean
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