OpenFinArena/FinDeepIndicator huggingface dataset:
Question: In 2024, within Skyworks Solutions, Axon Enterprise, U.S. Bancorp, Marsh McLennan, Old Dominion, by how much does the company with the lowest Interest Coverage Ratio differ from the second-ranked company? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense
Data:
corporate,year,PretaxIncomeLoss,InterestExpense
Skyworks Solutions,2024,636400000.0,30700000.0
Axon Enterprise,2024,381504000.0,3450000.0
U.S. Bancorp,2024,7909000000.0,15377000000.0
Marsh McLennan,2024,5480000000.0,700000000.0
Old Dominion,2024,1557597000.0,2909000.0

Indicator data:
corporate,year,Interest Coverage Ratio
Axon Enterprise,2024,111.5808695652174
Marsh McLennan,2024,8.82857142857143
Old Dominion,2024,536.4407012719147
Skyworks Solutions,2024,21.729641693811075
U.S. Bancorp,2024,1.5143395981010601

Answer: 7.3142
Question: For Interest Coverage Ratio in 2024, what is the difference between the top and second-place companies among Cboe Global Markets, ServiceNow, Prologis? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense
Data:
corporate,year,PretaxIncomeLoss,InterestExpense
Cboe Global Markets,2024,1083800000.0,100100000.0
ServiceNow,2024,1738000000.0,23000000.0
Prologis,2024,4114878000.0,863932000.0

Indicator data:
corporate,year,Interest Coverage Ratio
Cboe Global Markets,2024,11.827172827172827
Prologis,2024,5.762965140774968
ServiceNow,2024,76.56521739130434

Answer: 64.738
Question: Among CSX Corporation, Hubbell Incorporated, Hologic, calculate the margin between the lowest-Interest Coverage Ratio company and the second-place company in 2021. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense
Data:
corporate,year,PretaxIncomeLoss,InterestExpense
CSX Corporation,2021,4951000000.0,718000000.0
Hubbell Incorporated,2021,459300000.0,16800000.0
Hologic,2021,2361100000.0,93600000.0

Indicator data:
corporate,year,Interest Coverage Ratio
CSX Corporation,2021,7.895543175487465
Hologic,2021,26.22542735042735
Hubbell Incorporated,2021,28.339285714285715

Answer: 18.3299
Question: Among Cognizant, Marathon Petroleum, Dow Inc., Block, how much higher is the Net Debt to EBITDA for the top company compared to the second place in 2024? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Cognizant,2024,33000000.0,875000000.0,152000000.0,420000000.0,2231000000.0,12000000.0,2938000000.0,54000000.0,529000000.0,0.0
Marathon Petroleum,2024,0.0,24432000000.0,417000000.0,860000000.0,3210000000.0,0.0,5957000000.0,839000000.0,3337000000.0,0.0
Dow Inc.,2024,135000000.0,15711000000.0,318000000.0,984000000.0,2189000000.0,0.0,1600000000.0,811000000.0,2894000000.0,310000000.0
Block,2024,999497000.0,5105939000.0,0.0,278617000.0,8075247000.0,0.0,1357154000.0,9302000.0,376127000.0,154709000.0

Indicator data:
corporate,year,Net Debt to EBITDA
Block,2024,-0.8913725457125208
Cognizant,2024,-0.21669980119284293
Dow Inc.,2024,2.664113980409617
Marathon Petroleum,2024,2.2203690910885228

Answer: 0.4437
Question: Among Best Buy, Archer Daniels Midland, United Airlines Holdings, EPAM Systems, what is the gap in Net Debt to EBITDA between the lowest-ranked company and the runner-up in 2022? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Best Buy,2022,0.0,1160000000.0,638000000.0,2164000000.0,1874000000.0,0.0,1788000000.0,35000000.0,918000000.0
Archer Daniels Midland,2022,503000000.0,7735000000.0,292000000.0,816000000.0,9010000000.0,0.0,5233000000.0,409000000.0,1028000000.0
United Airlines Holdings,2022,104000000.0,28283000000.0,561000000.0,4459000000.0,7166000000.0,9248000000.0,990000000.0,1778000000.0,2456000000.0
EPAM Systems,2022,2861000.0,27693000.0,40352000.0,122317000.0,1681344000.0,0.0,507258000.0,1659000.0,92272000.0

Indicator data:
corporate,year,Net Debt to EBITDA
Archer Daniels Midland,2022,0.05037481259370315
Best Buy,2022,0.7617657789128055
EPAM Systems,2022,-2.475296454193274
United Airlines Holdings,2022,3.2528713629402755

Answer: 2.5257
Question: In 2024, within Moody's Corporation, Dow Inc., Bio-Techne, by how much does the company with the highest Net Debt to EBITDA differ from the second-ranked company? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Moody's Corporation,2024,0.0,6731000000.0,102000000.0,216000000.0,2408000000.0,566000000.0,2699000000.0,237000000.0,431000000.0,0.0
Dow Inc.,2024,135000000.0,15711000000.0,318000000.0,984000000.0,2189000000.0,0.0,1600000000.0,811000000.0,2894000000.0,310000000.0
Bio-Techne,2024,0.0,319000000.0,12920000.0,87618000.0,151791000.0,1072000.0,185689000.0,14502000.0,111711000.0,0.0

Indicator data:
corporate,year,Net Debt to EBITDA
Bio-Techne,2024,0.8549961205763349
Dow Inc.,2024,2.664113980409617
Moody's Corporation,2024,1.2102762102762104

Answer: 1.4538
Question: For Net Debt to EBITDA in 2023, what is the difference between the top and second-place companies among PPG Industries, Cognizant, United Parcel Service? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
PPG Industries,2023,306000000.0,5748000000.0,194000000.0,622000000.0,1514000000.0,75000000.0,1748000000.0,247000000.0,558000000.0,167000000.0
Cognizant,2023,33000000.0,606000000.0,153000000.0,523000000.0,2621000000.0,14000000.0,2787000000.0,41000000.0,519000000.0,0.0
United Parcel Service,2023,3348000000.0,18916000000.0,709000000.0,3756000000.0,3206000000.0,2866000000.0,8573000000.0,785000000.0,3366000000.0,0.0

Indicator data:
corporate,year,Net Debt to EBITDA
Cognizant,2023,-0.39438302957872723
PPG Industries,2023,1.941544117647059
United Parcel Service,2023,1.6234674630619301

Answer: 0.3181
Question: Among Moody's Corporation, Archer Daniels Midland, Lowe's, calculate the margin between the highest-Net Debt to EBITDA company and the second-place company in 2024. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Moody's Corporation,2024,0.0,6731000000.0,102000000.0,216000000.0,2408000000.0,566000000.0,2699000000.0,237000000.0,431000000.0
Archer Daniels Midland,2024,1903000000.0,7580000000.0,324000000.0,1057000000.0,246000000.0,0.0,2255000000.0,710000000.0,1141000000.0
Lowe's,2024,0.0,32901000000.0,563000000.0,3628000000.0,1761000000.0,372000000.0,9153000000.0,1313000000.0,1972000000.0

Indicator data:
corporate,year,Net Debt to EBITDA
Archer Daniels Midland,2024,2.585971748660497
Lowe's,2024,2.810660877954655
Moody's Corporation,2024,1.2102762102762104

Answer: 0.2247
Question: Among Vertex Pharmaceuticals, CVS Health, Franklin Resources, how much lower is the Revenue Growth for the top company compared to the second place in 2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%
Data:
corporate,year,Revenue
Vertex Pharmaceuticals,2023,9869200000.0
Vertex Pharmaceuticals,2024,11020100000.0
CVS Health,2023,357776000000.0
CVS Health,2024,372809000000.0
Franklin Resources,2023,7849400000.0
Franklin Resources,2024,8478000000.0

Indicator data:
corporate,year,Revenue Growth
CVS Health,2024,4.201791064800322
Franklin Resources,2024,8.008255408056666
Vertex Pharmaceuticals,2024,11.661532849673732

Answer: 3.8065
Question: Among Bunge Global, Booking Holdings, Yum! Brands, Xylem Inc., what is the gap in Revenue Growth between the lowest-ranked company and the runner-up in 2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%
Data:
corporate,year,Revenue
Bunge Global,2023,59540000000.0
Bunge Global,2024,53108000000.0
Booking Holdings,2023,21365000000.0
Booking Holdings,2024,23739000000.0
Yum! Brands,2023,7076000000.0
Yum! Brands,2024,7549000000.0
Xylem Inc.,2023,7364000000.0
Xylem Inc.,2024,8562000000.0

Indicator data:
corporate,year,Revenue Growth
Booking Holdings,2024,11.111631172478353
Bunge Global,2024,-10.802821632515956
Xylem Inc.,2024,16.268332428028245
Yum! Brands,2024,6.684567552289429

Answer: 17.4874
Question: In 2025, within Alphabet Inc. (Class A), Bristol Myers Squibb, Paychex, WEC Energy Group, Equifax, by how much does the company with the highest Revenue Growth differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%
Data:
corporate,year,Revenue
Alphabet Inc. (Class A),2024,350018000000.0
Alphabet Inc. (Class A),2025,402836000000.0
Bristol Myers Squibb,2024,48300000000.0
Bristol Myers Squibb,2025,48194000000.0
Paychex,2024,5132000000.0
Paychex,2025,5410000000.0
WEC Energy Group,2024,8599900000.0
WEC Energy Group,2025,9800100000.0
Equifax,2024,5681100000.0
Equifax,2025,6074500000.0

Indicator data:
corporate,year,Revenue Growth
Alphabet Inc. (Class A),2025,15.090081081544376
Bristol Myers Squibb,2025,-0.21946169772256727
Equifax,2025,6.924715284011899
Paychex,2025,5.416991426344505
WEC Energy Group,2025,13.955976232281772

Answer: 1.1341
Question: For Revenue Growth in 2024, what is the difference between the top and second-place companies among Alphabet Inc. (Class A), Warner Bros. Discovery, Salesforce, Match Group, Cisco? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%
Data:
corporate,year,Revenue
Alphabet Inc. (Class A),2023,307394000000.0
Alphabet Inc. (Class A),2024,350018000000.0
Warner Bros. Discovery,2023,41321000000.0
Warner Bros. Discovery,2024,39321000000.0
Salesforce,2023,34857000000.0
Salesforce,2024,37895000000.0
Match Group,2023,3364504000.0
Match Group,2024,3479373000.0
Cisco,2023,56998000000.0
Cisco,2024,53803000000.0

Indicator data:
corporate,year,Revenue Growth
Alphabet Inc. (Class A),2024,13.866243322901553
Cisco,2024,-5.605459840696165
Match Group,2024,3.4141436598083996
Salesforce,2024,8.715609490202828
Warner Bros. Discovery,2024,-4.8401539168945575

Answer: 5.1506
Question: Among Comcast, United Parcel Service, PPL Corporation, calculate the margin between the highest-Revenue Growth company and the second-place company in 2025. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%
Data:
corporate,year,Revenue
Comcast,2024,123731000000.0
Comcast,2025,123707000000.0
United Parcel Service,2024,91070000000.0
United Parcel Service,2025,88661000000.0
PPL Corporation,2024,8462000000.0
PPL Corporation,2025,9042000000.0

Indicator data:
corporate,year,Revenue Growth
Comcast,2025,-0.019396917506526255
PPL Corporation,2025,6.854171590640511
United Parcel Service,2025,-2.64521796420336

Answer: 6.8736
Question: Among Analog Devices, Tesla, Edwards Lifesciences, Medtronic, Chevron Corporation, how much higher is the EBITDA Growth for the top company compared to the second place in 2023? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Analog Devices,2022,3098749000.0,200408000.0,283338000.0,2014161000.0
Analog Devices,2023,3608003000.0,264641000.0,334704000.0,1958399000.0
Tesla,2022,13719000000.0,191000000.0,0.0,0.0
Tesla,2023,9973000000.0,156000000.0,0.0,0.0
Edwards Lifesciences,2022,1767400000.0,19200000.0,139600000.0,0.0
Edwards Lifesciences,2023,1598100000.0,17600000.0,144900000.0,0.0
Medtronic,2022,5517000000.0,553000000.0,2707000000.0,1733000000.0
Medtronic,2023,5364000000.0,636000000.0,2697000000.0,1698000000.0
Chevron Corporation,2022,49674000000.0,516000000.0,16319000000.0,0.0
Chevron Corporation,2023,29584000000.0,469000000.0,17326000000.0,0.0

Indicator data:
corporate,year,EBITDA Growth
Analog Devices,2023,10.168411279878557
Chevron Corporation,2023,-28.763024553068007
Edwards Lifesciences,2023,-8.597238085349392
Medtronic,2023,-1.0941960038058993
Tesla,2023,-27.181883537023726

Answer: 11.2626
Question: Among American Water Works, Akamai Technologies, Waste Management, Extra Space Storage, Parker Hannifin, what is the gap in EBITDA Growth between the lowest-ranked company and the runner-up in 2020? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
American Water Works,2019,833000000.0,383000000.0,582000000.0,0.0
American Water Works,2020,924000000.0,382000000.0,604000000.0,0.0
Akamai Technologies,2019,532481000.0,49364000.0,440674000.0,38581000.0
Akamai Technologies,2020,616082000.0,69120000.0,478389000.0,42049000.0
Waste Management,2019,2105000000.0,411000000.0,1574000000.0,0.0
Waste Management,2020,1893000000.0,425000000.0,1671000000.0,0.0
Extra Space Storage,2019,451157000.0,174155000.0,219857000.0,0.0
Extra Space Storage,2020,509031000.0,159597000.0,0.0,0.0
Parker Hannifin,2019,1933425000.0,190138000.0,225675000.0,0.0
Parker Hannifin,2020,1512627000.0,308161000.0,252899000.0,0.0

Indicator data:
corporate,year,EBITDA Growth
Akamai Technologies,2020,13.621713316369805
American Water Works,2020,6.229143492769744
Extra Space Storage,2020,-20.888248385825793
Parker Hannifin,2020,-11.729377781220975
Waste Management,2020,-2.469437652811736

Answer: 9.1589
Question: In 2024, within Prologis, Netflix, Equity Residential, by how much does the company with the highest EBITDA Growth differ from the second-ranked company? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Prologis,2023,3464183000.0,641332000.0,2484891000.0
Prologis,2024,4114878000.0,863932000.0,2580519000.0
Netflix,2023,6205405000.0,699826000.0,356947000.0
Netflix,2024,9965657000.0,718733000.0,328914000.0
Equity Residential,2023,875014000.0,269556000.0,888709000.0
Equity Residential,2024,1081205000.0,285735000.0,952191000.0

Indicator data:
corporate,year,EBITDA Growth
Equity Residential,2024,14.058670748087204
Netflix,2024,51.65290633195716
Prologis,2024,14.702022910272902

Answer: 36.9509
Question: For EBITDA Growth in 2019, what is the difference between the top and second-place companies among Intercontinental Exchange, NRG Energy, Expedia Group, Molson Coors Beverage Company, HP Inc.? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Intercontinental Exchange,2018,2520000000.0,244000000.0,586000000.0,0.0
Intercontinental Exchange,2019,2481000000.0,285000000.0,662000000.0,0.0
NRG Energy,2018,467000000.0,483000000.0,421000000.0,0.0
NRG Energy,2019,786000000.0,413000000.0,373000000.0,0.0
Expedia Group,2018,485000000.0,190000000.0,676000000.0,283000000.0
Expedia Group,2019,775000000.0,173000000.0,712000000.0,198000000.0
Molson Coors Beverage Company,2018,1359800000.0,306200000.0,857500000.0,0.0
Molson Coors Beverage Company,2019,479900000.0,280900000.0,859000000.0,0.0
HP Inc.,2018,3013000000.0,329000000.0,528000000.0,80000000.0
HP Inc.,2019,2523000000.0,240000000.0,744000000.0,116000000.0

Indicator data:
corporate,year,EBITDA Growth
Expedia Group,2019,13.708690330477355
HP Inc.,2019,-8.278481012658228
Intercontinental Exchange,2019,2.328358208955224
Molson Coors Beverage Company,2019,-35.81137309292649
NRG Energy,2019,14.660831509846828

Answer: 0.9521
Question: Among Tyson Foods, Fidelity National Information Services, Tapestry, Hormel Foods, calculate the margin between the lowest-EBITDA Growth company and the second-place company in 2019. (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Tyson Foods,2018,2745000000.0,350000000.0,723000000.0,0.0
Tyson Foods,2019,2431000000.0,462000000.0,819000000.0,0.0
Fidelity National Information Services,2018,1104000000.0,298000000.0,1420000000.0,0.0
Fidelity National Information Services,2019,413000000.0,332000000.0,2444000000.0,0.0
Tapestry,2018,596800000.0,63000000.0,0.0,0.0
Tapestry,2019,766200000.0,45400000.0,0.0,0.0
Hormel Foods,2018,1181284000.0,26494000.0,149205000.0,12653000.0
Hormel Foods,2019,1209715000.0,18070000.0,153182000.0,0.0

Indicator data:
corporate,year,EBITDA Growth
Fidelity National Information Services,2019,13.0049610205528
Hormel Foods,2019,0.8273001001726007
Tapestry,2019,23.006971809639285
Tyson Foods,2019,-2.776322682032478

Answer: 3.6036
Question: Among Lululemon Athletica, Builders FirstSource, Invesco, how much lower is the Net Income Growth for the top company compared to the second place in 2017? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%
Data:
corporate,year,NetIncome
Lululemon Athletica,2016,303381000.0
Lululemon Athletica,2017,258662000.0
Builders FirstSource,2016,144341000.0
Builders FirstSource,2017,38781000.0
Invesco,2016,854200000.0
Invesco,2017,1127300000.0

Indicator data:
corporate,year,Net Income Growth
Builders FirstSource,2017,-73.13237403094061
Invesco,2017,31.97143526106298
Lululemon Athletica,2017,-14.740211153631902

Answer: 58.3922
Question: Among Cintas, Kraft Heinz, Charter Communications, what is the gap in Net Income Growth between the highest-ranked company and the runner-up in 2022? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%
Data:
corporate,year,NetIncome
Cintas,2021,1110968000.0
Cintas,2022,1235757000.0
Kraft Heinz,2021,1012000000.0
Kraft Heinz,2022,2363000000.0
Charter Communications,2021,4654000000.0
Charter Communications,2022,5055000000.0

Indicator data:
corporate,year,Net Income Growth
Charter Communications,2022,8.616244091104425
Cintas,2022,11.232456740428168
Kraft Heinz,2022,133.498023715415

Answer: 122.2656
Question: In 2023, within ExxonMobil, Devon Energy, Wells Fargo, Lennar, by how much does the company with the highest Net Income Growth differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%
Data:
corporate,year,NetIncome
ExxonMobil,2022,55740000000.0
ExxonMobil,2023,36010000000.0
Devon Energy,2022,6015000000.0
Devon Energy,2023,3747000000.0
Wells Fargo,2022,13182000000.0
Wells Fargo,2023,19142000000.0
Lennar,2022,4614125000.0
Lennar,2023,3938511000.0

Indicator data:
corporate,year,Net Income Growth
Devon Energy,2023,-37.70573566084788
ExxonMobil,2023,-35.39648367420165
Lennar,2023,-14.642299460894536
Wells Fargo,2023,45.2131694735245

Answer: 59.8555
Question: For Net Income Growth in 2017, what is the difference between the top and second-place companies among Travelers Companies (The), Rockwell Automation, Cincinnati Financial? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%
Data:
corporate,year,NetIncome
Travelers Companies (The),2016,3014000000.0
Travelers Companies (The),2017,2056000000.0
Rockwell Automation,2016,729700000.0
Rockwell Automation,2017,825700000.0
Cincinnati Financial,2016,591000000.0
Cincinnati Financial,2017,1045000000.0

Indicator data:
corporate,year,Net Income Growth
Cincinnati Financial,2017,76.81895093062606
Rockwell Automation,2017,13.15609154447033
Travelers Companies (The),2017,-31.785003317850034

Answer: 63.6629
Question: Among Zebra Technologies, Seagate Technology, Garmin, calculate the margin between the highest-Net Income Growth company and the second-place company in 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%
Data:
corporate,year,NetIncome
Zebra Technologies,2020,504000000.0
Zebra Technologies,2021,837000000.0
Seagate Technology,2020,1004000000.0
Seagate Technology,2021,1314000000.0
Garmin,2020,992324000.0
Garmin,2021,1082200000.0

Indicator data:
corporate,year,Net Income Growth
Garmin,2021,9.057122472095807
Seagate Technology,2021,30.87649402390438
Zebra Technologies,2021,66.07142857142857

Answer: 35.1949
Question: Among UDR, Aptiv, Cadence Design Systems, Cisco, how much higher is the EPS Growth for the top company compared to the second place in 2022? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage
UDR,2021,150016000.0,300326000.0
UDR,2022,86924000.0,321671000.0
Aptiv,2021,590000000.0,270460000.0
Aptiv,2022,594000000.0,270900000.0
Cadence Design Systems,2021,695955000.0,273504000.0
Cadence Design Systems,2022,848952000.0,271198000.0
Cisco,2021,10591000000.0,4222000000.0
Cisco,2022,11812000000.0,4170000000.0

Indicator data:
corporate,year,EPS Growth
Aptiv,2022,0.514443380820992
Cadence Design Systems,2022,23.020978298606135
Cisco,2022,12.919421426318486
UDR,2022,-45.90175898075136

Answer: 10.1016
Question: Among Lam Research, UDR, AbbVie, what is the gap in EPS Growth between the highest-ranked company and the runner-up in 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage
Lam Research,2024,3827772000.0,131410000.0
Lam Research,2025,5358217000.0,1286101000.0
UDR,2024,89585000.0,329290000.0
UDR,2025,377704000.0,330322000.0
AbbVie,2024,4278000000.0,1769000000.0
AbbVie,2025,4226000000.0,1769000000.0

Indicator data:
corporate,year,EPS Growth
AbbVie,2025,-1.215521271622252
Lam Research,2025,-85.69698559465165
UDR,2025,320.2980052542

Answer: 321.5135
Question: In 2023, within Albemarle Corporation, Morgan Stanley, EOG Resources, Zoetis, by how much does the company with the highest EPS Growth differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage
Albemarle Corporation,2022,2689816000.0,117120000.0
Albemarle Corporation,2023,1573476000.0,117317000.0
Morgan Stanley,2022,11029000000.0,1691000000.0
Morgan Stanley,2023,9087000000.0,1628000000.0
EOG Resources,2022,7759000000.0,583000000.0
EOG Resources,2023,7594000000.0,581000000.0
Zoetis,2022,2114000000.0,468891000.0
Zoetis,2023,2344000000.0,461172000.0

Indicator data:
corporate,year,EPS Growth
Albemarle Corporation,2023,-41.6006967855492
EOG Resources,2023,-1.789648975738353
Morgan Stanley,2023,-14.419740630185823
Zoetis,2023,12.735732228153577

Answer: 14.5254
Question: For EPS Growth in 2023, what is the difference between the top and second-place companies among ON Semiconductor, Chipotle Mexican Grill, Roper Technologies, Airbnb? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage
ON Semiconductor,2022,1902200000.0,433200000.0
ON Semiconductor,2023,2183700000.0,430700000.0
Chipotle Mexican Grill,2022,899101000.0,27851000.0
Chipotle Mexican Grill,2023,1228737000.0,27555000.0
Roper Technologies,2022,4544700000.0,105900000.0
Roper Technologies,2023,1384200000.0,106600000.0
Airbnb,2022,1893000000.0,637000000.0
Airbnb,2023,4792000000.0,637000000.0

Indicator data:
corporate,year,EPS Growth
Airbnb,2023,153.14315900686745
Chipotle Mexican Grill,2023,38.13089738473822
ON Semiconductor,2023,15.465003471229052
Roper Technologies,2023,-69.74254611819035

Answer: 115.0123
Question: Among Vulcan Materials Company, Amphenol, Fortinet, calculate the margin between the lowest-EPS Growth company and the second-place company in 2017. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: (EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage
Vulcan Materials Company,2016,419491000.0,133205000.0
Vulcan Materials Company,2017,601185000.0,132513000.0
Amphenol,2016,822900000.0,308300000.0
Amphenol,2017,650500000.0,305700000.0
Fortinet,2016,32187000.0,172621000.0
Fortinet,2017,31399000.0,174315000.0

Indicator data:
corporate,year,EPS Growth
Amphenol,2017,-20.277974450125384
Fortinet,2017,-3.396205649093611
Vulcan Materials Company,2017,44.06136620637822

Answer: 16.8818
Question: Among FactSet, Expand Energy, Fortive, how much higher is the Free Cash Flow for the top company compared to the second place in 2024? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses
FactSet,2024,700338000.0,85681000.0
Expand Energy,2024,1565000000.0,1557000000.0
Fortive,2024,1526800000.0,120400000.0

Indicator data:
corporate,year,Free Cash Flow
Expand Energy,2024,8000000.0
FactSet,2024,614657000.0
Fortive,2024,1406400000.0

Answer: 791743000.0
Question: Among Tesla, Western Digital, Coca-Cola Company (The), ServiceNow, what is the gap in Free Cash Flow between the lowest-ranked company and the runner-up in 2019? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses
Tesla,2019,2405000000.0,1327000000.0
Western Digital,2019,1547000000.0,876000000.0
Coca-Cola Company (The),2019,10471000000.0,2054000000.0
ServiceNow,2019,1235972000.0,264892000.0

Indicator data:
corporate,year,Free Cash Flow
Coca-Cola Company (The),2019,8417000000.0
ServiceNow,2019,971080000.0
Tesla,2019,1078000000.0
Western Digital,2019,671000000.0

Answer: 300080000.0
Question: In 2020, within PG&E Corporation, KLA Corporation, Dollar Tree, by how much does the company with the highest Free Cash Flow differ from the second-ranked company? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses
PG&E Corporation,2020,-19130000000.0,7690000000.0
KLA Corporation,2020,1778850000.0,152675000.0
Dollar Tree,2020,2716300000.0,898800000.0

Indicator data:
corporate,year,Free Cash Flow
Dollar Tree,2020,1817500000.0
KLA Corporation,2020,1626175000.0
PG&E Corporation,2020,-26820000000.0

Answer: 191325000.0
Question: For Free Cash Flow in 2016, what is the difference between the top and second-place companies among Labcorp, A. O. Smith, Akamai Technologies, Verizon? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses
Labcorp,2016,1175900000.0,278900000.0
A. O. Smith,2016,446600000.0,80700000.0
Akamai Technologies,2016,866298000.0,180949000.0
Verizon,2016,22715000000.0,17059000000.0

Indicator data:
corporate,year,Free Cash Flow
A. O. Smith,2016,365900000.0
Akamai Technologies,2016,685349000.0
Labcorp,2016,897000000.0
Verizon,2016,5656000000.0

Answer: 4759000000.0
Question: Among Expedia Group, West Pharmaceutical Services, Charles Schwab Corporation, Cadence Design Systems, Cummins, calculate the margin between the highest-Free Cash Flow company and the second-place company in 2019. (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses
Expedia Group,2019,2767000000.0,1160000000.0
West Pharmaceutical Services,2019,367200000.0,126400000.0
Charles Schwab Corporation,2019,9325000000.0,708000000.0
Cadence Design Systems,2019,729600000.0,74605000.0
Cummins,2019,3181000000.0,700000000.0

Indicator data:
corporate,year,Free Cash Flow
Cadence Design Systems,2019,654995000.0
Charles Schwab Corporation,2019,8617000000.0
Cummins,2019,2481000000.0
Expedia Group,2019,1607000000.0
West Pharmaceutical Services,2019,240800000.0

Answer: 6136000000.0
Question: Among Avery Dennison, Tractor Supply, Applied Materials, how much lower is the Free Cash Flow to Firm for the top company compared to the second place in 2021? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Interest Expense x (1 - effective tax rate)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Avery Dennison,2021,1046800000.0,255000000.0,70200000.0,248600000.0,992600000.0
Tractor Supply,2021,1138720000.0,628431000.0,23601000.0,282974000.0,1280088000.0
Applied Materials,2021,5442000000.0,668000000.0,236000000.0,883000000.0,6771000000.0

Indicator data:
corporate,year,Free Cash Flow to Firm
Applied Materials,2021,4979223452.961158
Avery Dennison,2021,844418174.4912351
Tractor Supply,2021,528672804.4837542

Answer: 315745370.0075
Question: Among Leidos, Oneok, McCormick & Company, what is the gap in Free Cash Flow to Firm between the lowest-ranked company and the runner-up in 2023? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Interest Expense x (1 - effective tax rate)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Leidos,2023,1165000000.0,207000000.0,207000000.0,435000000.0,403000000.0
Oneok,2023,4421000000.0,1595000000.0,866000000.0,829000000.0,3497000000.0
McCormick & Company,2023,1237300000.0,263900000.0,208200000.0,174500000.0,798700000.0

Indicator data:
corporate,year,Free Cash Flow to Firm
Leidos,2023,941563275.4342432
McCormick & Company,2023,1136112457.7438338
Oneok,2023,3486705747.7838144

Answer: 194549182.3096
Question: In 2021, within Alphabet Inc. (Class C), Textron, Brown–Forman, Home Depot (The), by how much does the company with the lowest Free Cash Flow to Firm differ from the second-ranked company? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Interest Expense x (1 - effective tax rate)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Alphabet Inc. (Class C),2021,91652000000.0,24640000000.0,0.0,14701000000.0,90734000000.0
Textron,2021,1599000000.0,375000000.0,142000000.0,126000000.0,873000000.0
Brown–Forman,2021,817000000.0,62000000.0,81000000.0,178000000.0,1081000000.0
Home Depot (The),2021,16571000000.0,2566000000.0,1347000000.0,5304000000.0,21737000000.0

Indicator data:
corporate,year,Free Cash Flow to Firm
Alphabet Inc. (Class C),2021,67012000000.0
Brown–Forman,2021,822662349.6762257
Home Depot (The),2021,15023321341.491467
Textron,2021,1345505154.6391752

Answer: 522842804.9629
Question: For Free Cash Flow to Firm in 2024, what is the difference between the top and second-place companies among Arthur J. Gallagher & Co., Meta Platforms, Tyson Foods? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Interest Expense x (1 - effective tax rate)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Arthur J. Gallagher & Co.,2024,2582900000.0,0.0,381300000.0,404400000.0,1874800000.0
Meta Platforms,2024,91328000000.0,37256000000.0,486000000.0,8303000000.0,70663000000.0
Tyson Foods,2024,2590000000.0,1132000000.0,481000000.0,270000000.0,1092000000.0

Indicator data:
corporate,year,Free Cash Flow to Firm
Arthur J. Gallagher & Co.,2024,2881952442.9272456
Meta Platforms,2024,54500894329.42275
Tyson Foods,2024,1820071428.5714285

Answer: 51618941886.4955
Question: Among Progressive Corporation, Domino's, WEC Energy Group, calculate the margin between the lowest-Free Cash Flow to Firm company and the second-place company in 2016. (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Interest Expense x (1 - effective tax rate)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Progressive Corporation,2016,2701900000.0,215000000.0,140900000.0,413500000.0,1470700000.0
Domino's,2016,287273000.0,58555000.0,110069000.0,129980000.0,344658000.0
WEC Energy Group,2016,2103500000.0,1423700000.0,402700000.0,566500000.0,1506700000.0

Indicator data:
corporate,year,Free Cash Flow to Firm
Domino's,2016,297276956.3625391
Progressive Corporation,2016,2588184748.759094
WEC Energy Group,2016,931089931.6386806

Answer: 633812975.2761
Question: Among Marathon Petroleum, Intuit, Keurig Dr Pepper, how much higher is the Free Cash Flow to Equity for the top company compared to the second place in 2025? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Marathon Petroleum,2024,8665000000.0,2533000000.0,0.0,24432000000.0
Marathon Petroleum,2025,8253000000.0,3486000000.0,0.0,30505000000.0
Intuit,2024,4884000000.0,191000000.0,0.0,5539000000.0
Intuit,2025,6207000000.0,84000000.0,0.0,5973000000.0
Keurig Dr Pepper,2024,2219000000.0,563000000.0,2642000000.0,12912000000.0
Keurig Dr Pepper,2025,1991000000.0,486000000.0,3105000000.0,13036000000.0

Indicator data:
corporate,year,Free Cash Flow to Equity
Intuit,2025,6557000000.0
Keurig Dr Pepper,2025,2092000000.0
Marathon Petroleum,2025,10840000000.0

Answer: 4283000000.0
Question: Among Nike, Martin Marietta Materials, Mondelez International, Netflix, HCA Healthcare, what is the gap in Free Cash Flow to Equity between the highest-ranked company and the runner-up in 2020? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Nike,2019,5903000000.0,1119000000.0,9000000.0,3464000000.0
Nike,2020,2485000000.0,1086000000.0,248000000.0,9406000000.0
Martin Marietta Materials,2019,966100000.0,393500000.0,0.0,2433600000.0
Martin Marietta Materials,2020,1050100000.0,359700000.0,0.0,2625800000.0
Mondelez International,2019,3965000000.0,925000000.0,2638000000.0,14207000000.0
Mondelez International,2020,3964000000.0,863000000.0,29000000.0,17276000000.0
Netflix,2019,-2887322000.0,253035000.0,0.0,14759260000.0
Netflix,2020,2427077000.0,497923000.0,499878000.0,15809095000.0
HCA Healthcare,2019,7602000000.0,4158000000.0,0.0,33577000000.0
HCA Healthcare,2020,9232000000.0,2835000000.0,0.0,30795000000.0

Indicator data:
corporate,year,Free Cash Flow to Equity
HCA Healthcare,2020,3615000000.0
Martin Marietta Materials,2020,882600000.0
Mondelez International,2020,3561000000.0
Netflix,2020,3478867000.0
Nike,2020,7580000000.0

Answer: 3965000000.0
Question: In 2025, within Mondelez International, GE HealthCare, Ameriprise Financial, by how much does the company with the lowest Free Cash Flow to Equity differ from the second-ranked company? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Mondelez International,2024,4910000000.0,1387000000.0,71000000.0,15664000000.0
Mondelez International,2025,4514000000.0,1279000000.0,2688000000.0,17222000000.0
GE HealthCare,2024,1955000000.0,401000000.0,1502000000.0,7449000000.0
GE HealthCare,2025,1987000000.0,482000000.0,508000000.0,9495000000.0
Ameriprise Financial,2024,6595000000.0,176000000.0,0.0,8113000000.0
Ameriprise Financial,2025,8323000000.0,162000000.0,0.0,8739000000.0

Indicator data:
corporate,year,Free Cash Flow to Equity
Ameriprise Financial,2025,8787000000.0
GE HealthCare,2025,2557000000.0
Mondelez International,2025,7410000000.0

Answer: 4853000000.0
Question: For Free Cash Flow to Equity in 2020, what is the difference between the top and second-place companies among Cooper Companies (The), Cummins, Insulet Corporation? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Cooper Companies (The),2019,713200000.0,292100000.0,563700000.0,1262600000.0
Cooper Companies (The),2020,486600000.0,310400000.0,409300000.0,1383900000.0
Cummins,2019,3181000000.0,700000000.0,660000000.0,1576000000.0
Cummins,2020,2722000000.0,528000000.0,323000000.0,3610000000.0
Insulet Corporation,2019,98400000.0,163700000.0,0.0,887900000.0
Insulet Corporation,2020,84000000.0,129000000.0,0.0,1043700000.0

Indicator data:
corporate,year,Free Cash Flow to Equity
Cooper Companies (The),2020,143100000.0
Cummins,2020,3891000000.0
Insulet Corporation,2020,110800000.0

Answer: 32300000.0
Question: Among Starbucks, Sherwin-Williams, Vertex Pharmaceuticals, calculate the margin between the highest-Free Cash Flow to Equity company and the second-place company in 2020. (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt)
Data:
corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Starbucks,2019,5047000000.0,1806600000.0,0.0,11167000000.0
Starbucks,2020,1597800000.0,1483600000.0,438800000.0,14659600000.0
Sherwin-Williams,2019,96600000.0,328900000.0,204700000.0,8050700000.0
Sherwin-Williams,2020,133900000.0,303800000.0,100000.0,8266900000.0
Vertex Pharmaceuticals,2019,1569330000.0,75451000.0,0.0,538576000.0
Vertex Pharmaceuticals,2020,3253505000.0,259798000.0,0.0,539042000.0

Indicator data:
corporate,year,Free Cash Flow to Equity
Sherwin-Williams,2020,-158300000.0
Starbucks,2020,4045600000.0
Vertex Pharmaceuticals,2020,2994173000.0

Answer: 1051427000.0
Question: Among CMS Energy, DuPont, Leidos, how much higher is the Operating Cash Flow Margin for the top company compared to the second place in 2018? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO / Revenue * 100%
Data:
corporate,year,NetCashFromOperatingActivities,Revenue
CMS Energy,2018,1703000000.0,6873000000.0
DuPont,2018,4731000000.0,85977000000.0
Leidos,2018,768000000.0,10194000000.0

Indicator data:
corporate,year,Operating Cash Flow Margin
CMS Energy,2018,24.778117270478685
DuPont,2018,5.502634425485886
Leidos,2018,7.533843437316068

Answer: 17.2443
Question: Among NVR, Darden Restaurants, Advanced Micro Devices, what is the gap in Operating Cash Flow Margin between the highest-ranked company and the runner-up in 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: CFO / Revenue * 100%
Data:
corporate,year,NetCashFromOperatingActivities,Revenue
NVR,2025,5994849000.0,10323959000.0
Darden Restaurants,2025,1707000000.0,12076700000.0
Advanced Micro Devices,2025,6493000000.0,34639000000.0

Indicator data:
corporate,year,Operating Cash Flow Margin
Advanced Micro Devices,2025,18.74476745864488
Darden Restaurants,2025,14.13465599046097
NVR,2025,58.06734606365639

Answer: 39.3226