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tacha_0
## Table | | Rights and licenses | Internally generated software | Software under development | Total | |---|---|---|---|---| | Movements | $'000 | $'000 | $'000 | $'000 | | At 30 June 2019 | | | | | | Cost | 13 | 12,961 | 16,284 | 29,259 | | Accumulated amortisation | - | (5,580) | - | (5,580) | | Netbook amount...
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tacha_1
## Table | | | Years Ended December 31, | | |---|---|---|---| | | 2017 | 2018 | 2019 | | | % | % | % | | Operating revenues | 100.0 | 100.0 | 100.0 | | Operating costs | (81.9) | (84.9) | (85.6) | | Gross profit | 18.1 | 15.1 | 14.4 | | Operating expenses | | | | | Sales and marketing | (2.8) | (2.6) | (2.6) |...
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tacha_2
## Table | | 2019 €m | 2018 €m | 2017 €m | |---|---|---|---| | Continuing (loss)/profit before tax as shown in the consolidated income statement | (2,613) | 3,878 | 2,792 | | Aggregated expected income tax (credit)/expense | (457) | 985 | 795 | | Impairment losses with no tax effect | 807 | – | – | | Disposal of Grou...
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tacha_3
## Table | | | | Year ended December 31, 2018 | | | |---|---|---|---|---|---| | | Software Solutions | Data and Analytics | Corporate and Other | | Total | | Revenues | $962.0 | $154.5 | $(2.5) | (1) | $1,114.0 | | Expenses: | | | | | | | Operating expenses | 394.8 | 115.0 | 115.6 | (2) | 625.4 | | Transit...
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tacha_4
## Table | | | Year ended December 31, | | |---|---|---|---| | | 2018 | 2019 | Change | | Amounts are in thousands of U.S. Dollars | | | | | Revenues | $618,344 | $668,637 | $50,293 | | Net pool allocation | 17,818 | (4,264) | (22,082) | | Voyage expenses and commissions | (20,374) | (23,772) | (3,398) | | Vess...
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tacha_5
## Table | | | Years Ended December 31, | | |---|---|---|---| | | 2019 | 2018 | 2017 | | Federal income tax expense at statutory rates | $(11,061) | $(8,690) | $(10,892) | | Effect of: | | | | | State income taxes, net of federal benefit | (2,973) | (2,665) | (2,244) | | Impact of foreign operations | (11) | (1...
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tacha_6
## Table | | | Year Ended | | |---|---|---|---| | | June 30, 2019 | June 24, 2018 | June 25, 2017 | | | | (in thousands) | | | Income tax expense computed at federal statutory rate | $513,780 | $891,011 | $634,086 | | State income taxes, net of federal tax benefit | (17,565) | (50,585) | (11,973) | | Foreign in...
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tacha_7
## Table | (In millions, except per share amounts) | | | | | | |---|---|---|---|---|---| | Quarter Ended | September 30 | December 31 | March 31 | June 30 | Total | | Fiscal Year 2019 | | | | | | | Revenue | $ 29,084 | $ 32,471 | $ 30,571 | $ 33,717 | $ 125,843 | | Gross margin | 19,179 | 20,048 | 20,40...
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tacha_8
## Table | | Years Ended December 31 | | Change | |---|---|---|---| | | 2019 | 2018 | % | | | (in thousands) | | | | Revenues | $23,713 | $14,762 | 60.6 | | Cost of goods sold | 24,574 | 11,780 | (108.6) | | Gross profit (loss) | (861) | 2,982 | | | Gross profit % | -3.6% | 20.2% | | | Selling, general and adm...
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tacha_9
## Table | ($ in millions) | | | | | |---|---|---|---|---| | At December 31, 2019: | Americas | EMEA | Asia Pacific | Total | | Recorded investment: | | | | | | Lease receivables | $ 3,419 | $1,186 | $ 963 | $ 5,567 | | Loan receivables | 6,726 | 3,901 | 2,395 | 13,022 | | Ending balance | $10,144 | $5,087 | ...
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tacha_10
## Table | Selling, General and Administrative Costs (in thousands) | | | | |---|---|---|---| | Description | Twelve months ended October 31, 2018 | Twelve months ended October 31, 2017 | Increase/(Decrease) | | Start-up expense (Tyler, Texas complex) | $13,394 | $403 | $ 12,991 | | Legal services expense | 17,5...
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tacha_11
## Table | | | Years Ended December 31, | | |---|---|---|---| | | 2019 | 2018 | 2017 | | Stock-based compensation by type of award: | | | | | Stock options | $648 | $1,353 | $2,705 | | Stock awards | 14,882 | 10,445 | 11,421 | | Employee stock purchase rights(1) | 999 | 5,240 | 3,077 | | Total | $16,529 | $17,0...
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tacha_12
## Table | | 2019 | 2018 | 2017 | |---|---|---|---| | Federal statutory income tax rate | 21.0 % | 24.5 % | 35.0 % | | Increase (decrease) resulting from: | | | | | Foreign tax rate differences | (21.0) | (30.2) | (39.9) | | Withholding tax on dividends | (5.4) | 23.7 | — | | Permanent differences | (1.3)...
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tacha_13
## Table | | Fiscal Year Ended | | | Quarter Ended | | | |---|---|---|---|---|---|---| | (Amounts in thousands) | June 1, 2019 | June 2, 2018 | Percent Change | June 1, 2019 | June 2, 2018 | Percent Change | | Cost of sales: | | | | | | | | Farm production | $ 635,797 | $ 603,887 | 5.3 % | $ 162,142 | $ 155...
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tacha_14
## Table | | | Year ended December 31, | | |---|---|---|---| | | | | Increase / | | | 2019 | 2018 | (Decrease) | | Net income - Insurance segment | $59.4 | $165.2 | $(105.8) | | Effect of investment (gains) (1) | (1.9) | (5.6) | 3.7 | | Asset impairment expense | 47.3 | — | 47.3 | | Gain on bargain purchase | (...
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tacha_15
## Table | (In millions, except percentages) | 2019 | 2018 | 2017 | Percentage Change 2019 Versus 2018 | Percentage Change 2018 Versus 2017 | |---|---|---|---|---|---| | Revenue | | | | | | | Productivity and Business Processes | $ 41,160 | $ 35,865 | $ 29,870 | 15% | 20% | | Intelligent Cloud | 38,985 | 32,219 |...
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tacha_16
## Table | | | Years Ended | | |---|---|---|---| | | | December 31, | | | | 2019 | 2018 | 2017 | | | | (In thousands, except share and per share data) | | | Numerator: | | | | | Net income (loss) attributable to common stockholders | $(16,490) | $19,813 | $17,929 | | Denominator: | | | | | Weighted-ave...
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tacha_17
## Table | | | | Year Ended March 31, | | | |---|---|---|---|---|---| | | 2019 | 2018 | 2017 | 2016 | 2015 | | | | | (in thousands) | | | | Reconciliation of Adjusted EBITDA: | | | | | | | Net (loss) income | $(7,001) | $(12,386) | $(5,441) | $(3,244) | $285 | | Depreciation, amortization and disposal...
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tacha_18
## Table | Name | Fiscal Year | Maximum Possible Value of MSUs Using Grant Date Fair Value | Maximum Possible Value of PSUs Using Grant Date Fair Value | |---|---|---|---| | Oleg Khaykin | 2019 | 4,067,526 | — | | | 2018 | 2,457,750 | 909,900 | | | 2017 | 659,618 | — | | Amar Maletira | 2019 | 1,379,350 | — | | | 2...
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tacha_19
## Table | | Lease Commitment | Non-Lease Commitment | Total Commitment | |---|---|---|---| | | $ | $ | $ | | Payments | | | | | 2020 | 69,617 | 37,089 | 106,706 | | 2021 | 54,195 | 26,948 | 81,143 | | 2022 | 22,978 | 8,189 | 31,167 | | 2023 | 9,227 | - | 9,227 | | 2024 | 5,713 | - | 5,713 | | Thereafter | - | - ...
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tacha_20
## Table | | Secured loans excluding deposits | Unsecured loans | Deposits | Total Indebtedness | |---|---|---|---|---| | | Note 1 | Note 2 | Note 3 | | | Indebtedness at the beginning of the financial year | | | | | | i) Principal Amount | 44 | 181 | 3 | 228 | | ii) Interest due but not paid | - | - | - | - | ...
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tacha_21
## Table | | | | Year Ended December 31, | | | |---|---|---|---|---|---| | | 2019 | 2018 | 2017 | 2016 | 2015 | | | | | (In thousands, except per share data) | | | | Revenues | $111,412 | $111,322 | $106,524 | $114,263 | $123,961 | | Income from operations | 9,464 | 8,238 | 4,545 | 10,186 | 3,820 | | Income...
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tacha_22
## Table | | Year ended 31 December | | | | |---|---|---|---|---| | | 2019 | | 2018 | | | | | % of | | % of | | | | segment | | segment | | | Amount | revenues | Amount | revenues | | | | | (Restated) | (Restated) | | | (RMB in millions, unless specified) | | | | | VAS | 94,086 | 47% | 73,961 | 42...
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tacha_23
## Table | | Amortized Cost | Unrealized Gains | Unrealized Losses | Fair Value | |---|---|---|---|---| | Current assets: | | | | | | Cash | $67,818 | $— | $— | $67,818 | | Cash equivalents: | | | | | | Money market funds | 126,075 | — | — | 126,075 | | Corporate bonds | 1,000 | — | — | 1,000 | | Agency bonds...
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tacha_24
## Table | | Year Ended December 31 | Percent Change | | |---|---|---|---| | | 2019 | 2018 | Change | | | (in thousands) | | | | Service revenue | $546,159 | $520,193 | 5.0% | | On-net revenues | 396,753 | 374,555 | 5.9% | | Off-net revenues | 148,931 | 145,004 | 2.7% | | Network operations expenses(1) | 219,801...
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tacha_25
## Table | | | | | (dollars in millions, except per share amounts) | | |---|---|---|---|---|---| | | 2019 | 2018 | 2017 | 2016 | 2015 | | Results of Operations | | | | | | | Operating revenues | $131,868 | $130,863 | $ 126,034 | $ 125,980 | $ 131,620 | | Operating income | 30,378 | 22,278 | 27,425 | 29,249 ...
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tacha_26
## Table | | | Years Ended December 31, | | |---|---|---|---| | | 2019 | 2018 | 2017 | | Reconciliation to consolidated net revenues: | | | | | Segment net revenues | $5,969 | $6,835 | $6,765 | | Revenues from non-reportable segments (1) | 462 | 480 | 410 | | Net effect from recognition (deferral) of deferred n...
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tacha_27
## Table | | | | | | 2019 | |---|---|---|---|---|---| | £m | Within 1 year | 1–2 years | 2–5 years | Over 5 years | Total | | Borrowings (including interest) | (249.5) | (1,091.3) | (2,600.9) | (1,716.1) | (5,657.8) | | Finance lease obligations | (5.3) | (5.3) | (14.3) | (104.8) | (129.7) | | Other financial lia...
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tacha_28
## Table | | | Year Ended March 31, | | |---|---|---|---| | | 2019 | 2018 | 2017 | | Debt issuance amortization | $12.9 | $3.1 | $2.4 | | Debt discount amortization | 2.2 | — | — | | Interest expense | 291.8 | 6.6 | 40.4 | | Total interest expense on Senior Secured Indebtedness | 306.9 | 9.7 | 42.8 | | Debt issuan...
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tacha_29
## Table | Year Ending March 31, | Capital Leases | Facility Leases | Data Centers | |---|---|---|---| | 2020 | $ 918 | $ 10,649 | $ 21,216 | | 2021 | 1,102 | 15,186 | 17,427 | | 2022 | 326 | 14,111 | 13,010 | | 2023 | — | 13,825 | 2,774 | | 2024 | — | 13,686 | 356 | | Thereafter | — | 59,502 | — | | Total minimum l...
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tacha_30
## Table | | Preliminary | Measurement | | |---|---|---|---| | | Allocation | Period | Final Allocation | | (In millions) | As of August 1, 2018 | Adjustments | As of September 30, 2019 | | Total consideration transferred | $ 70.8 | $ 3.3 | $ 74.1 | | Assets: | | | | | Cash and cash equivalents | 2.9 | 0.4 | 3.3...
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tacha_31
## Table | | | Sep 30, | | |---|---|---|---| | (in millions of €) | 2019 | 2018 | % Change | | Cash and cash equivalents | 12,391 | 11,066 | 12 % | | Trade and other receivables | 18,894 | 18,455 | 2 % | | Other current financial assets | 10,669 | 9,427 | 13 % | | Contract assets | 10,309 | 8,912 | 16 % | | Invento...
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tacha_32
## Table | | | Year Ended December 31, | | |---|---|---|---| | | 2019 | 2018 | 2017 | | Current: | | | | | Federal | $ 18,682 | $ 22,606 | $ 53,998 | | State | 5,711 | 6,182 | 6,595 | | Foreign | 7,323 | 7,018 | 6,185 | | | 31,716 | 35,806 | 66,778 | | Deferred: ...
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tacha_33
## Table | For the quarters and years ended December 31 | Quarters ended | | Yeas ended | | |---|---|---|---|---| | ($ millions) | 2019 | 2018 | 2019 | 2018 | | Weston Foods adjusted EBITDA(1) | 56 | 59 | 223 | 233 | | Weston Foods capital expenditures | (70) | (91) | (194) | (212) | | Distributions from Choice Prop...
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tacha_34
## Table | | Level 1 | Level 2 | Level 3 | Total | |---|---|---|---|---| | Cash and cash equivalents | $0.7 | $77.7 | $— | $78.4 | | Equity securities: | | | | | | U.S. equity securities | 56.3 | 91.8 | — | 148.1 | | International equity securities | 87.8 | 0.4 | — | 88.2 | | Fixed income securities: | | | | ...
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tacha_35
## Table | | | Year Ended December 31, | | |---|---|---|---| | (In millions) | 2019 | 2018 | 2017 | | Net Sales | | | | | Food Care | $ 2,880.5 | $ 2,908.1 | $ 2,815.2 | | As a % of Total Company net sales | 60.1% | 61.4% | 63.1% | | Product Care | 1,910.6 | 1,824.6 | 1,646.4 | | As a % of Total Company net sale...
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tacha_36
## Table | | | Year ended December 31, | | |---|---|---|---| | | 2019 | 2018 | 2017 | | Revenues | $1,177.2 | $1,114.0 | $1,051.6 | | Expenses: | | | | | Operating expenses | 646.0 | 625.4 | 569.5 | | Depreciation and amortization | 236.2 | 217.0 | 206.5 | | Transition and integration costs | 5.4 | 6.6 | 13.1 |...
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tacha_37
## Table | | | For the Year Ended December 31, | | | |---|---|---|---|---| | | 2018 | 2017 | Change | % Change | | | | (In millions, except percentages) | | | | Revenues | $82.3 | $50.5 | $31.8 | 63% | | Cost of revenues | 15.3 | 6.0 | 9.3 | 155% | | Gross profit | 67.0 | 44.5 | 22.5 | 51% | | Gross margin | ...
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tacha_38
## Table | | | Charged | | | | |---|---|---|---|---|---| | | | (credited) | | | | | | Balance at | to costs | | | Balance at | | | beginning | and | | | end of | | | of year | expenses | Deductions | Other | year | | Allowance for doubtful accounts: | | | | | | | Fiscal 2017 | 622 | 541 | (201) |...
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tacha_39
## Table | | Amortized Cost | Unrealized Gains | Unrealized Losses | Fair Value | |---|---|---|---|---| | Current assets: | | | | | | Cash | $54,275 | $— | $— | $54,275 | | Cash equivalents: | | | | | | Money market funds | 129,321 | — | — | 129,321 | | Total cash equivalents | 129,321 | — | — | 129,321 | | T...
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tacha_40
## Table | | | | (In Thousands, Except Per Share Data) | | | |---|---|---|---|---|---| | | | | YEAR ENDED JUNE 30, | | | | Income Statement Data | 2019 | 2018 | 2017 | 2016 | 2015 | | | | | | *Unadjusted | *Unadjusted | | Revenue (1) | $1,552,691 | $1,470,797 | $1,388,290 | $1,354,646 | $1,256,190 | | Ne...
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tacha_41
## Table | | FY19 | FY18 | Growth % | Growth % | |---|---|---|---|---| | | $m (Reported) | $m (Reported) | (Reported) | (CC) | | Billings by Region: | | | | | | - Americas | 267.8 | 270.0 | (0.8) | (0.7) | | - EMEA | 395.3 | 395.1 | 0.1 | 0.9 | | - APJ | 97.2 | 103.5 | (6.1) | (2.8) | | | 760.3 | 768.6 | (1.1) ...
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tacha_42
## Table | (In millions) | Food Care | Product Care | Total | |---|---|---|---| | Gross Carrying Value at December 31, 2017 | $ 576.5 | $ 1,554.1 | $ 2,130.6 | | Accumulated impairment | (49.6 ) | (141.2) | (190.8) | | Carrying Value at December 31, 2017 | $ 526.9 | $ 1,412.9 | $ 1,939.8 | | Acquisition, purchase pric...
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tacha_43
## Table | | | Fiscal Year Ended | | |---|---|---|---| | | April 27, | April 28, | April 29, | | (Dollars in Millions) | 2019 | 2018 | 2017 | | Operating activities: | | | | | Net Income | $91.6 | $57.2 | $92.9 | | Non-cash Items | 52.6 | 17.0 | 32.1 | | Changes in Operating Assets and Liabilities | (42.2) | 43...
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tacha_44
## Table | | | Fiscal | | |---|---|---|---| | | 2019 | 2018 | 2017 | | | | (in millions) | | | Net sales | $ 41 | $ 702 | $ 928 | | Cost of sales | 50 | 602 | 653 | | Gross margin | (9) | 100 | 275 | | Selling, general, and administrative expenses | 11 | 48 | 50 | | Research, development, and engineering exp...
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tacha_45
## Table | | | At December 31, 2019 | | |---|---|---|---| | | Gross Carrying Amount | Unamortized Discount and Deferred Financing Costs | Net Carrying Amount | | 2021 Notes | $650 | $(2) | $648 | | 2022 Notes | 400 | (2) | 398 | | 2026 Notes | 850 | (7) | 843 | | 2027 Notes | 400 | (5) | 395 | | 2047 Notes | 400 |...
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tacha_46
## Table | | | Year ended March 31, | | |---|---|---|---| | | 2019 | 2018 | 2017 | | Tax at statutory rate | 19.0% | 19.0% | 20.0% | | U.S. state taxes, net of federal | 31.1 | 14.1 | (1.0) | | Foreign rate differential | 26.3 | 36.8 | (39.3) | | Meals and entertainment | (11.4) | (3.1) | (7.4) | | Branch inc...
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tacha_47
## Table | | | | Year Ended May 31, | | |---|---|---|---|---| | | | | Percent Change | | | (Dollars in millions) | 2019 | Actual | Constant | 2018 | | Hardware Revenues: | | | | | | Americas | $1,889 | -6% | -4% | $2,003 | | EMEA | 1,082 | -10% | -5% | 1,201 | | Asia Pacific | 733 | -7% | -4% | 790 | | Tot...
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tacha_48
## Table | | | | Payments Due by Year | | | |---|---|---|---|---|---| | | | Less Than | 1 - 3 | 3 - 5 | More Than | | | Total | 1 Year | Years | Years | 5 Years | | Long-term debt obligations | $482,892 | $17,684 | $98,571 | $37,496 | $329,141 | | Interest payments (1) . | 168,040 | 17,276 | 29,533 | 27,409 | ...
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tacha_49
## Table | | 2019 | | 2018 | | |---|---|---|---|---| | | Spot Earnings | Fixed Earnings | Spot Earnings | Fixed Earnings | | Jones Act Handysize Product Carriers: | | | | | | Average rate | $25,036 | $57,910 | $31,254 | $60,252 | | Revenue days | 523 | 4,052 | 1,142 | 3,141 | | Non-Jones Act Handysize Prod...
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tacha_50
## Table | | | | As of June 30, | | | |---|---|---|---|---|---| | | 2019 | 2018 | 2017 | 2016 | 2015 | | | | (U.S. $ in thousands) | | | | | | | *As Adjusted | *As Adjusted | | | | Cash and cash equivalents | $1,268,441 | $1,410,339 | $244,420 | $259,709 | $187,094 | | Short-term investments | 445,046 |...
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tacha_51
## Table | | | April 26, 2019 | | |---|---|---|---| | | | Fair Value Measurements at Reporting Date Using | | | | Total | Level 1 | Level 2 | | Cash | $ 2,216 | $ 2,216 | $ — | | Corporate bonds | 1,353 | — | 1,353 | | U.S. Treasury and government debt securities | 213 | 131 | 82 | | Certificates of deposit |...
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tacha_52
## Table | 10. Specific items continued | | | | |---|---|---|---| | | 2019 | 2018 | 2017 | | Year ended 31 March | £m | £m | £m | | Revenue | | | | | Italian business investigation | – | – | 22 | | Retrospective regulatory matters | 31 | 23 | (2) | | | 31 | 23 | 20 | | Operating costs | | | | | EE acquisiti...
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tacha_53
## Table | | | Years Ended December 31, | | |---|---|---|---| | | 2019 | 2018 | 2017 | | Income taxes per federal statutory rate | $14,111 | $36,199 | $69,348 | | State income taxes, net of federal deduction | 10 | 2,372 | 1,794 | | Transition tax - U.S. Tax Reform | — | 1,174 | 61,690 | | Corporate tax rate chang...
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tacha_54
## Table | | Fiscal Year Ended June 30, | | | |---|---|---|---| | | 2019 | 2018 | 2017 | | | | (U.S. $ in thousands, except per share data) | | | | | *As Adjusted | *As Adjusted | | Numerator: | | | | | Net loss attributable to ordinary shareholders | $(637,621) | $(113,432) | $(37,449) | | Denominator: | ...
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tacha_55
## Table | | | | RESTRUCTURING, ONEROUS | | |---|---|---|---|---| | | | | CONTRACTS, STORE EXIT COSTS, | | | | SELF‑INSURED RISKS | | AND OTHER | | | | 2019 | 2018 | 2019 | 2018 | | | $M | $M | $M | $M | | Movement: | | | | | | Balance at start of period | 596 | 593 | 679 | 800 | | Net provisions reco...
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tacha_56
## Table | | | December 31, | | | |---|---|---|---|---| | (in thousands of $, except average daily TCE) | 2019 | 2018 | Change | % Change | | Total operating revenues | 230,654 | 302,979 | (72,325) | (24)% | | Vessel operating expenses | (67,601) | (70,543) | 2,942 | (4)% | | Voyage, charterhire and commission exp...
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tacha_57
## Table | | Adjusted November 1, 2017 Balance as of December 31, 2017 | Purchase Price Adjustments | Adjusted November 1, 2017 Balance as of October 31, 2018 | |---|---|---|---| | | | (Dollars in millions) | | | Cash,accounts receivable and other current assets(1) | $3,317 | (26) | 3,291 | | Property, plant and e...
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tacha_58
## Table | | | Year Ended December 31, | | | | |---|---|---|---|---|---| | (In thousands) | 2019 | 2018 | 2017 | 2019 $ Change from 2018 | 2018 $ Change from 2017 | | Proceeds from sale or issuance of common stock | $0 | $1,283 | $1,568 | $(1,283) | $(285) | | Taxes paid related to net share settlement of equity ...
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tacha_59
## Table | | | | Year Ended December 31, 2019 | | | |---|---|---|---|---|---| | | First Quarter | Second Quarter | Third Quarter | Fourth Quarter | Total | | Total revenue | $103,700 | $138,695 | $153,415 | $133,836 | $529,646 | | Cost of revenue (exclusive of depreciation and amortization) | 58,037 | 56,228 | 6...
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tacha_60
## Table | | | | (` lakh) | |---|---|---|---| | Particulars of Remuneration | Name of MD/WTD/Manager | | | | | Rajesh Gopinathan Chief Executive Officer and Managing Director | N Ganapathy Subramaniam Chief Operating Officer and Executive Director | Total Amount | | Gross salary | | | | | (a) Salary as per pr...
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tacha_61
## Table | USDm | 2019 | 2018 | 2017 | |---|---|---|---| | Vessels and capitalized dry-docking | | | | | Cost: | | | | | Balance as of 1 January | 1,886.3 | 1,726.6 | 1,697.4 | | Additions | 81.3 | 162.7 | 103.1 | | Disposals | -25.6 | -30.2 | -14.3 | | Transferred from prepayments | 252.3 | 81.8 | - | | Transfe...
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tacha_62
## Table | | FY19 | FY18¹ | Growth % | Growth % | |---|---|---|---|---| | | $m (Reported) | $m (Reported) | (Reported) | (CC) | | Revenue by Region: | | | | | | – Americas | 253.3 | 223.6 | 13.3 | 13.4 | | – EMEA | 363.6 | 324.5 | 12.0 | 12.7 | | – APJ | 93.7 | 90.9 | 3.1 | 6.2 | | | 710.6 | 639.0 | 11.2 | 12.0...
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tacha_63
## Table | | | Quarter Ended | | | |---|---|---|---|---| | | December 31, | September 30, | June 30, | March 31, | | | 2018 | 2018 | 2018 | 2018 | | Sales, net | $154,161 | $173,082 | $196,032 | $195,617 | | Gross Profit | $ 75,188 | $ 85,539 | $ 101,235 | $ 103,645 | | Restructuring Expense | $ 3,836 | $ 40...
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End of preview. Expand in Data Studio

📊 Tacha: Table Chunking Assessment

Financial Tables for Evaluating Chunking Algorithms

Tacha is a dataset derived from TAT-QA, containing financial documents with tables, designed to evaluate how well chunking algorithms handle structured tabular data mixed with narrative text.

Key Challenges

This dataset tests chunking algorithms on:

  • Tabular data structures
  • Numerical reasoning across rows/columns
  • Table headers and cell relationships
  • Mixed table and text content
  • Financial calculations and comparisons
  • Cross-references between tables and narrative

Dataset Structure

Corpus Config

Field Description
id Unique document identifier
text Full document with tables

Questions Config

Field Description
question Question about the document/table
answer Answer (may include calculations)
chunk-must-contain Text/table passage that must be in the retrieved chunk
document_id Reference to corpus document

Usage

from datasets import load_dataset

# Load corpus
corpus = load_dataset("chonkie-ai/tacha", "corpus", split="train")

# Load questions
questions = load_dataset("chonkie-ai/tacha", "questions", split="train")

Part of MTCB

Tacha is part of the Massive Text Chunking Benchmark (MTCB), a comprehensive benchmark for evaluating RAG chunking strategies.

Citation

If you use this dataset, please also cite the original TAT-QA paper.

License

CC-BY-4.0

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