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Value chain
Markets Updated dailyOperating research 176 companies
Definitions

Prices use actual trading dates; operating data retains its reporting period ends. Different units and frequencies are shown in separate panels on a shared timeline. Records missing a date or value remain blank. Source-version dates may follow the initial disclosure and do not establish that the data was known at an earlier time. Relationship analysis requires at least 8 valid quarterly pairs; daily price observations are not counted as operating samples.

4 series · Add share prices and operating metrics from any company to compare.
+ Add metric or share price 4
Add to comparison chart
Selected series4
Share priceIREN Closing priceShare priceAAOI Closing priceIREN Recognized mining revenueAAOI Free cash-flow margin
Relationship analysisSelect two series to inspect correlation, regression and residuals.Paired observations: 8
One actual closing price per quarterPeriod-end comparison; this does not mean the data had been disclosed then.
Pairing methodology

Each operating quarter is matched to one actual closing price. Quarterly values are not repeated as daily observations.

Use the latest verified trading day on or before the reporting period end. If that session has no price, the value remains missing. A period-end comparison does not imply that the operating data was known to the market at that time.

Prices use the adjustment basis recorded by the source and exclude dividend reinvestment. A source’s statement is not independent verification. Correlation and regression describe only the selected historical sample.

Valid samples8pairs2024Q3 — 2026Q2
Pearson correlation coefficient0.282−1 to +1
Goodness of fit R²0.079In sample · with intercept
Root mean square error15.65USD · Same unit as Y
Hover over or focus a sample to inspect its values.

Scatter and linear fit

Y · USD
02040600.0062.5125.0187.5250.02024Q3 → 2024Q3:X 49.58;Y 8.442024Q4 → 2024Q4:X 113.48;Y 9.822025Q1 → 2025Q1:X 141.24;Y 6.092025Q2 → 2025Q2:X 180.33;Y 14.572025Q3 → 2025Q3:X 232.95;Y 46.932025Q4 → 2025Q4:X 167.39;Y 37.772026Q1 → 2026Q1:X 111.16;Y 34.282026Q2 → 2026Q2:X 66.71;Y 45.73

X = IREN · Recognized mining revenue · USD millionY = 0.081 × X + 14.682

Residuals

Actual Y − fitted Y
-200202024Q3 · Residuals -10.26 USD2024Q4 · Residuals -14.06 USD2025Q1 · Residuals -20.04 USD2025Q2 · Residuals -14.73 USD2025Q3 · Residuals 13.36 USD2025Q4 · Residuals 9.52 USD2026Q1 · Residuals 10.59 USD2026Q2 · Residuals 25.64 USD2024Q32025Q32026Q2

Ordered by the calendar quarter of XInspect the error distribution around zero

Period-by-period pairs and exclusions8 records · 0 excluded
IREN · Recognized mining revenue ↔ IREN · Closing priceOriginal price source ↗
Calendar quarter / reporting period endSource version dateMatched price dateOriginal operating valueOriginal closing valueX statistical valueY statistical valuePair status
2026Q22026-06-30Not specified
Original sourcesIREN 10K FY26 financial filing
2026-06-3066.71USD million45.73USD66.71USD million45.73USDIncluded in pairing
2026Q12026-03-31Not specified
Original sourcesIREN 10Q FQ3 FY26 financial filing
2026-03-31111.16USD million34.28USD111.16USD million34.28USDIncluded in pairing
2025Q42025-12-31Not specified
Original sourcesIREN 10Q FQ2 FY26 financial filing
2025-12-31167.39USD million37.77USD167.39USD million37.77USDIncluded in pairing
2025Q32025-09-30Not specified
Original sourcesIREN 10Q FQ1 FY26 financial filing
2025-09-30232.95USD million46.93USD232.95USD million46.93USDIncluded in pairing
2025Q22025-06-30Not specified
Original sourcesIREN 10K FY25 financial filing
2025-06-30180.33USD million14.57USD180.33USD million14.57USDIncluded in pairing
2025Q12025-03-31Not specified
Original sourcesIREN 10Q FQ3 FY26 financial filing
2025-03-31141.24USD million6.09USD141.24USD million6.09USDIncluded in pairing
2024Q42024-12-31Not specified
Original sourcesIREN 10Q FQ2 FY26 financial filing
2024-12-31113.48USD million9.82USD113.48USD million9.82USDIncluded in pairing
2024Q32024-09-30Not specified
Original sourcesIREN 10Q FQ1 FY26 financial filing
2024-09-3049.58USD million8.44USD49.58USD million8.44USDIncluded in pairing

Statistics use only the selected X and Y series after the chosen transformation within the current date range. At least 8 valid quarterly pairs are required. Quarters are matched by the calendar quarter containing the actual period end; fiscal quarter boundaries may differ across companies. Hiding a legend series does not change the sample or normalization base. Correlation and lagged regression describe the observed sample; they do not establish causation or predict investment returns.

Price changes after source publicationCross-check company operating data against actual trading sessionsVerified publication dates: 0

The baseline is the close of the first trading session after the verified source publication date, followed by observations 1, 5 and 20 trading sessions later. The source may be a revised document; its date is not verified as the first public release. These observations describe price changes, not announcement reactions, total returns or causal backtests.

IREN · Operating disclosures and share price

Metric / reporting periodSource publication dateReference trading day / closeAfter 1 sessionAfter 5 sessionsAfter 20 sessionsAvailability
Recognized mining revenueFQ1_FY25Not specifiedInsufficient date evidence
Original sourcesIREN 10Q FQ1 FY26 financial filing
————Source publication date not provided
Recognized mining revenueFQ2_FY25Not specifiedInsufficient date evidence
Original sourcesIREN 10Q FQ2 FY26 financial filing
————Source publication date not provided
Recognized mining revenueFQ3_FY25Not specifiedInsufficient date evidence
Original sourcesIREN 10Q FQ3 FY26 financial filing
————Source publication date not provided
Recognized mining revenueFQ4_FY25Not specifiedInsufficient date evidence
Original sourcesIREN 10K FY25 financial filing
————Source publication date not provided
Recognized mining revenueFQ1_FY26Not specifiedInsufficient date evidence
Original sourcesIREN 10Q FQ1 FY26 financial filing
————Source publication date not provided
Recognized mining revenueFQ2_FY26Not specifiedInsufficient date evidence
Original sourcesIREN 10Q FQ2 FY26 financial filing
————Source publication date not provided
Recognized mining revenueFQ3_FY26Not specifiedInsufficient date evidence
Original sourcesIREN 10Q FQ3 FY26 financial filing
————Source publication date not provided
Recognized mining revenueFQ4_FY26Not specifiedInsufficient date evidence
Original sourcesIREN 10K FY26 financial filing
————Source publication date not provided

AAOI · Operating disclosures and share price

Metric / reporting periodSource publication dateReference trading day / closeAfter 1 sessionAfter 5 sessionsAfter 20 sessionsAvailability
Free cash-flow margin2025Q22026-08-06Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-25-025450Applied Optoelectronics SEC filing 0001437749-26-015620Applied Optoelectronics SEC filing 0001437749-26-026278
————No independent evidence for the source publication date
Free cash-flow margin2025Q32026-08-06Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-25-025450Applied Optoelectronics SEC filing 0001437749-25-033627Applied Optoelectronics SEC filing 0001437749-26-026278
————No independent evidence for the source publication date
Free cash-flow margin2026Q22026-08-06Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-26-015620Applied Optoelectronics SEC filing 0001437749-26-026278
————No independent evidence for the source publication date
Free cash-flow margin2025Q12026-05-07Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-26-015620
————No independent evidence for the source publication date
Free cash-flow margin2026Q12026-05-07Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-26-015620
————No independent evidence for the source publication date
Free cash-flow margin2023Q42026-02-26Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-24-033913Applied Optoelectronics SEC filing 0001437749-26-005875
————No independent evidence for the source publication date
Free cash-flow margin2024Q42026-02-26Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-25-033627Applied Optoelectronics SEC filing 0001437749-26-005875
————No independent evidence for the source publication date
Free cash-flow margin2025Q42026-02-26Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-25-033627Applied Optoelectronics SEC filing 0001437749-26-005875
————No independent evidence for the source publication date
Free cash-flow margin2024Q32025-11-06Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-25-025450Applied Optoelectronics SEC filing 0001437749-25-033627
————No independent evidence for the source publication date
Free cash-flow margin2024Q22025-08-07Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-25-015518Applied Optoelectronics SEC filing 0001437749-25-025450
————No independent evidence for the source publication date
Free cash-flow margin2024Q12025-05-08Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-25-015518
————No independent evidence for the source publication date
Free cash-flow margin2022Q42025-02-28Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-23-031255Applied Optoelectronics SEC filing 0001437749-25-005575
————No independent evidence for the source publication date
Free cash-flow margin2023Q32024-11-07Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-24-024888Applied Optoelectronics SEC filing 0001437749-24-033913
————No independent evidence for the source publication date
Free cash-flow margin2023Q22024-08-06Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-24-015696Applied Optoelectronics SEC filing 0001437749-24-024888
————No independent evidence for the source publication date
Free cash-flow margin2023Q12024-05-09Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-24-015696
————No independent evidence for the source publication date
Free cash-flow margin2021Q42024-02-23Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-22-025784Applied Optoelectronics SEC filing 0001437749-24-005367
————No independent evidence for the source publication date
Free cash-flow margin2022Q32023-11-09Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-23-021971Applied Optoelectronics SEC filing 0001437749-23-031255
————No independent evidence for the source publication date
Free cash-flow margin2022Q22023-08-03Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-23-012594Applied Optoelectronics SEC filing 0001437749-23-021971
————No independent evidence for the source publication date
Free cash-flow margin2022Q12023-05-04Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-23-012594
————No independent evidence for the source publication date
Free cash-flow margin2020Q42023-02-27Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-21-004108Applied Optoelectronics SEC filing 0001437749-21-025322Applied Optoelectronics SEC filing 0001437749-23-004648
————No independent evidence for the source publication date
Free cash-flow margin2021Q32022-11-03Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-22-018915Applied Optoelectronics SEC filing 0001437749-22-025784
————No independent evidence for the source publication date
Free cash-flow margin2021Q22022-08-04Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-22-011149Applied Optoelectronics SEC filing 0001437749-22-018915
————No independent evidence for the source publication date
Free cash-flow margin2021Q12022-05-05Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-22-011149
————No independent evidence for the source publication date
Free cash-flow margin2019Q42022-02-24Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-20-022811Applied Optoelectronics SEC filing 0001437749-21-004108Applied Optoelectronics SEC filing 0001437749-22-004349
————No independent evidence for the source publication date
Free cash-flow margin2020Q32021-11-04Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-21-018786Applied Optoelectronics SEC filing 0001437749-21-025322
————No independent evidence for the source publication date
Free cash-flow margin2020Q22021-08-05Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-21-011175Applied Optoelectronics SEC filing 0001437749-21-018786
————No independent evidence for the source publication date
Free cash-flow margin2020Q12021-05-06Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-21-011175
————No independent evidence for the source publication date
Free cash-flow margin2018Q42021-02-25Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-20-003909Applied Optoelectronics SEC filing 0001437749-21-004108Applied Optoelectronics SEC filing 0001558370-19-010362
————No independent evidence for the source publication date
Free cash-flow margin2019Q12021-02-25Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-20-010051Applied Optoelectronics SEC filing 0001437749-21-004108
————No independent evidence for the source publication date
Free cash-flow margin2019Q22021-02-25Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-20-010051Applied Optoelectronics SEC filing 0001437749-20-016891Applied Optoelectronics SEC filing 0001437749-21-004108
————No independent evidence for the source publication date
Free cash-flow margin2019Q32021-02-25Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-20-016891Applied Optoelectronics SEC filing 0001437749-20-022811Applied Optoelectronics SEC filing 0001437749-21-004108
————Insufficient data; not calculated
Free cash-flow margin2017Q42020-02-28Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-20-003909Applied Optoelectronics SEC filing 0001558370-18-009020Applied Optoelectronics SEC filing 0001558370-19-001078
————No independent evidence for the source publication date
Free cash-flow margin2018Q12020-02-28Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-20-003909Applied Optoelectronics SEC filing 0001558370-19-004668
————No independent evidence for the source publication date
Free cash-flow margin2018Q22020-02-28Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-20-003909Applied Optoelectronics SEC filing 0001558370-19-004668Applied Optoelectronics SEC filing 0001558370-19-007685
————No independent evidence for the source publication date
Free cash-flow margin2018Q32020-02-28Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001437749-20-003909Applied Optoelectronics SEC filing 0001558370-19-007685Applied Optoelectronics SEC filing 0001558370-19-010362
————No independent evidence for the source publication date
Free cash-flow margin2017Q12019-02-26Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001558370-18-004322Applied Optoelectronics SEC filing 0001558370-19-001078
————No independent evidence for the source publication date
Free cash-flow margin2017Q22019-02-26Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001558370-18-004322Applied Optoelectronics SEC filing 0001558370-18-006752Applied Optoelectronics SEC filing 0001558370-19-001078
————No independent evidence for the source publication date
Free cash-flow margin2017Q32019-02-26Insufficient date evidence
Original sourcesApplied Optoelectronics SEC filing 0001558370-18-006752Applied Optoelectronics SEC filing 0001558370-18-009020Applied Optoelectronics SEC filing 0001558370-19-001078
————No independent evidence for the source publication date
Metric definitions and sourcesDefinitions for each series, with actuals and forecasts distinguished4 series

IREN · Closing price

Actual trading dayUSD1238 daily observationsHistory cache awaiting update

Source-declared split-adjusted close; excludes dividend reinvestment · Through 2026-10-23

Actual trading dates and closing prices are retained. No observations are generated for market holidays or dates not included. Price changes exclude dividend reinvestment and do not represent total returns.

Price sources and company details ↗

AAOI · Closing price

Actual trading dayUSD3289 daily observationsHistory cache awaiting update

Source-declared split-adjusted close; excludes dividend reinvestment · Through 2026-10-23

Actual trading dates and closing prices are retained. No observations are generated for market holidays or dates not included. Price changes exclude dividend reinvestment and do not represent total returns.

Price sources and company details ↗

IREN · Recognized mining revenue

Reported dataHistorical research workpapersUSD million

Segment financial disclosures; fourth quarter = fiscal year minus the first three quarters

US GAAP fiscal quarters; FY labels are not automatically treated as calendar years.

Data sources and versions · 5 items

AAOI · Free cash-flow margin

Calculated metricHistorical research workpapers%

(CFO − cash purchases of PP&E) ÷ revenue × 100

Free cash flow is consistently defined as operating cash flow minus cash purchases of PP&E, without adding proceeds from asset sales. It is neither a forecast of sustainable earnings nor cash distributable to shareholders. AAOI capital advances and land expenditure are shown separately. The working data have an anomalous capital-expenditure subtraction for 2019Q3; the related FCF is left blank pending verification.

Data sources and versions · 34 items
Observation tableRaw values, dates, sources and inputsVerify and export
754 observations
Period end / reporting periodChart placement dateRaw value · USDDisplayed value · USDSource version dateCalculations and citations
2026-10-232026-10-232026-10-2324.9124.91Not specified
Inputs and citations

As-reported value

https://finance.yahoo.com/quote/IREN/history/

2026-10-222026-10-222026-10-2225.5125.51Not specified
Inputs and citations

As-reported value

https://finance.yahoo.com/quote/IREN/history/

2026-10-212026-10-212026-10-2127.8427.84Not specified
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As-reported value

https://finance.yahoo.com/quote/IREN/history/

2026-10-202026-10-202026-10-2026.6226.62Not specified
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As-reported value

https://finance.yahoo.com/quote/IREN/history/

2026-10-192026-10-192026-10-1927.7327.73Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-162026-10-162026-10-1626.9926.99Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-152026-10-152026-10-1530.3930.39Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-142026-10-142026-10-1430.5630.56Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-132026-10-132026-10-1334.8034.80Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-122026-10-122026-10-1234.8034.80Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-092026-10-092026-10-0935.1935.19Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-082026-10-082026-10-0835.7135.71Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-072026-10-072026-10-0738.6938.69Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-062026-10-062026-10-0641.2841.28Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-052026-10-052026-10-0540.4840.48Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-022026-10-022026-10-0241.7641.76Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-10-012026-10-012026-10-0140.6540.65Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-302026-09-302026-09-3040.8840.88Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-292026-09-292026-09-2941.3841.38Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-282026-09-282026-09-2841.7241.72Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-252026-09-252026-09-2544.1344.13Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-242026-09-242026-09-2446.1546.15Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-232026-09-232026-09-2347.0547.05Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-222026-09-222026-09-2248.5548.55Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-212026-09-212026-09-2147.2347.23Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-182026-09-182026-09-1846.6846.68Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-172026-09-172026-09-1743.4843.48Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-162026-09-162026-09-1642.6242.62Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-152026-09-152026-09-1541.5841.58Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-142026-09-142026-09-1443.1743.17Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-112026-09-112026-09-1143.8343.83Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-102026-09-102026-09-1043.6443.64Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-092026-09-092026-09-0945.3745.37Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-082026-09-082026-09-0846.9346.93Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-042026-09-042026-09-0444.6844.68Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-032026-09-032026-09-0341.6541.65Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-022026-09-022026-09-0239.6039.60Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-09-012026-09-012026-09-0136.8236.82Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-312026-08-312026-08-3137.1237.12Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-282026-08-282026-08-2835.4535.45Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-272026-08-272026-08-2740.5340.53Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-262026-08-262026-08-2639.5839.58Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-252026-08-252026-08-2542.2142.21Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-242026-08-242026-08-2439.8139.81Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-212026-08-212026-08-2141.8841.88Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-202026-08-202026-08-2042.6042.60Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-192026-08-192026-08-1942.8442.84Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-182026-08-182026-08-1842.0042.00Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-172026-08-172026-08-1744.9044.90Not specified
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https://finance.yahoo.com/quote/IREN/history/

2026-08-142026-08-142026-08-1444.0644.06Not specified
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https://finance.yahoo.com/quote/IREN/history/

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Source-version dates for operating metrics may refer to later revisions, not the first public release. Missing values are retained; neither price nor operating data is interpolated.