OpenFinArena/FinDeepIndicator huggingface dataset:
Question: Calculate the minimum of Operating Cash Flow Margin for Fidelity National Information Services and NRG Energy separately from 2020 to 2022, and compute the ratio of Fidelity National Information Services to NRG Energy. (Indicator 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
Fidelity National Information Services,2020,4442000000.0,12552000000.0
Fidelity National Information Services,2021,4810000000.0,13877000000.0
Fidelity National Information Services,2022,3939000000.0,14528000000.0
NRG Energy,2020,1837000000.0,9093000000.0
NRG Energy,2021,493000000.0,26989000000.0
NRG Energy,2022,360000000.0,31543000000.0

Indicator data:
corporate,year,Operating Cash Flow Margin
Fidelity National Information Services,2020,35.38878266411727
Fidelity National Information Services,2021,34.66167038985372
Fidelity National Information Services,2022,27.11316079295154
NRG Energy,2020,20.202353458704497
NRG Energy,2021,1.8266701248656858
NRG Energy,2022,1.1412991788986464

Answer: 23.7564
Question: Comparing the maximum of Capex Intensity from 2017 to 2021, what is the ratio of eBay Inc. to Entergy? (Indicator 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: Capex / Revenue * 100%
Data:
corporate,year,CapitalExpenses,Revenue
eBay Inc.,2017,666000000.0,9567000000.0
eBay Inc.,2018,651000000.0,10746000000.0
eBay Inc.,2019,554000000.0,10800000000.0
eBay Inc.,2020,494000000.0,10271000000.0
eBay Inc.,2021,444000000.0,10420000000.0
Entergy,2017,16762000.0,11074481000.0
Entergy,2018,26623000.0,11009452000.0
Entergy,2019,305472000.0,10878673000.0
Entergy,2020,247121000.0,10113636000.0
Entergy,2021,168304000.0,11742896000.0

Indicator data:
corporate,year,Capex Intensity
Entergy,2017,0.15135698006976578
Entergy,2018,0.24181948383988594
Entergy,2019,2.8079895406360684
Entergy,2020,2.443443683359773
Entergy,2021,1.4332409994945028
eBay Inc.,2017,6.9614299153339605
eBay Inc.,2018,6.058068118369626
eBay Inc.,2019,5.12962962962963
eBay Inc.,2020,4.809658261123552
eBay Inc.,2021,4.2610364683301345

Answer: 2.4792
Question: What is the ratio of Weyerhaeuser to Estée Lauder Companies (The) in terms of the average of Capex Intensity from 2016 to 2020? (Indicator 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: Capex / Revenue * 100%
Data:
corporate,year,CapitalExpenses,Revenue
Weyerhaeuser,2016,451000000.0,6365000000.0
Weyerhaeuser,2017,358000000.0,7196000000.0
Weyerhaeuser,2018,368000000.0,7476000000.0
Weyerhaeuser,2019,0.0,6554000000.0
Weyerhaeuser,2020,0.0,7532000000.0
Estée Lauder Companies (The),2016,525300000.0,11262300000.0
Estée Lauder Companies (The),2017,504000000.0,11824000000.0
Estée Lauder Companies (The),2018,629000000.0,13683000000.0
Estée Lauder Companies (The),2019,744000000.0,14863000000.0
Estée Lauder Companies (The),2020,623000000.0,14294000000.0

Indicator data:
corporate,year,Capex Intensity
Estée Lauder Companies (The),2016,4.664233771076956
Estée Lauder Companies (The),2017,4.2625169147496615
Estée Lauder Companies (The),2018,4.596945114375503
Estée Lauder Companies (The),2019,5.005718899280091
Estée Lauder Companies (The),2020,4.35847208619001
Weyerhaeuser,2016,7.085624509033779
Weyerhaeuser,2017,4.974986103390773
Weyerhaeuser,2018,4.922418405564473
Weyerhaeuser,2019,0.0
Weyerhaeuser,2020,0.0

Answer: 0.742
Question: From 2021 to 2023, how does the maximum of Capex Intensity for Altria compare to Moody's Corporation as a ratio? (Indicator 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: Capex / Revenue * 100%
Data:
corporate,year,CapitalExpenses,Revenue
Altria,2021,169000000.0,26013000000.0
Altria,2022,205000000.0,25096000000.0
Altria,2023,196000000.0,24483000000.0
Moody's Corporation,2021,139000000.0,6218000000.0
Moody's Corporation,2022,283000000.0,5468000000.0
Moody's Corporation,2023,271000000.0,5916000000.0

Indicator data:
corporate,year,Capex Intensity
Altria,2021,0.6496751624187905
Altria,2022,0.8168632451386675
Altria,2023,0.8005554874811093
Moody's Corporation,2021,2.2354454808620137
Moody's Corporation,2022,5.175566934893928
Moody's Corporation,2023,4.58079783637593

Answer: 0.1578
Question: Over 2020-2022, what is the ratio of Netflix to Centene Corporation for the average of Capex Intensity? (Indicator 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: Capex / Revenue * 100%
Data:
corporate,year,CapitalExpenses,Revenue
Netflix,2020,497923000.0,24996056000.0
Netflix,2021,524585000.0,29697844000.0
Netflix,2022,407729000.0,31615550000.0
Centene Corporation,2020,869000000.0,103800000000.0
Centene Corporation,2021,910000000.0,117983000000.0
Centene Corporation,2022,1004000000.0,135479000000.0

Indicator data:
corporate,year,Capex Intensity
Centene Corporation,2020,0.8371868978805396
Centene Corporation,2021,0.7712975598179399
Centene Corporation,2022,0.7410742624318161
Netflix,2020,1.9920062589074052
Netflix,2021,1.76640768939321
Netflix,2022,1.2896470249608183

Answer: 2.1485
Question: Calculate the maximum of Capex Intensity for Norwegian Cruise Line Holdings and Cintas separately from 2019 to 2023, and compute the ratio of Norwegian Cruise Line Holdings to Cintas. (Indicator 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: Capex / Revenue * 100%
Data:
corporate,year,CapitalExpenses,Revenue
Norwegian Cruise Line Holdings,2019,1637170000.0,6462376000.0
Norwegian Cruise Line Holdings,2020,946545000.0,1279908000.0
Norwegian Cruise Line Holdings,2021,752843000.0,647986000.0
Norwegian Cruise Line Holdings,2022,1783857000.0,4843760000.0
Norwegian Cruise Line Holdings,2023,2750362000.0,8549924000.0
Cintas,2019,276719000.0,6892303000.0
Cintas,2020,230289000.0,7085120000.0
Cintas,2021,143470000.0,7116340000.0
Cintas,2022,240672000.0,7854459000.0
Cintas,2023,331109000.0,8815769000.0

Indicator data:
corporate,year,Capex Intensity
Cintas,2019,4.014898938714679
Cintas,2020,3.250318978365927
Cintas,2021,2.0160644376182137
Cintas,2022,3.064144837983113
Cintas,2023,3.7558720061743904
Norwegian Cruise Line Holdings,2019,25.33387100967198
Norwegian Cruise Line Holdings,2020,73.95414357906974
Norwegian Cruise Line Holdings,2021,116.1819854132651
Norwegian Cruise Line Holdings,2022,36.827939451995974
Norwegian Cruise Line Holdings,2023,32.16826254829868

Answer: 28.9377
Question: Comparing the average of Cash Flow to Net Income from 2016 to 2020, what is the ratio of Cincinnati Financial to Public Storage? 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 / Net Income
Data:
corporate,year,NetCashFromOperatingActivities,NetIncome
Cincinnati Financial,2016,1103000000.0,591000000.0
Cincinnati Financial,2017,1052000000.0,1045000000.0
Cincinnati Financial,2018,1181000000.0,287000000.0
Cincinnati Financial,2019,1208000000.0,1997000000.0
Cincinnati Financial,2020,1491000000.0,1216000000.0
Public Storage,2016,1945336000.0,1453576000.0
Public Storage,2017,1975679000.0,1442217000.0
Public Storage,2018,2061503000.0,1711031000.0
Public Storage,2019,2067643000.0,1520534000.0
Public Storage,2020,2042902000.0,1357213000.0

Indicator data:
corporate,year,Cash Flow to Net Income
Cincinnati Financial,2016,1.8663282571912014
Cincinnati Financial,2017,1.0066985645933015
Cincinnati Financial,2018,4.114982578397212
Cincinnati Financial,2019,0.6049073610415624
Cincinnati Financial,2020,1.2261513157894737
Public Storage,2016,1.3383104839375444
Public Storage,2017,1.3698902453652952
Public Storage,2018,1.204830888511079
Public Storage,2019,1.3598137233366698
Public Storage,2020,1.5052184145008927

Answer: 1.3011
Question: What is the ratio of Comcast to Qualcomm in terms of the maximum of Cash Flow to Net Income from 2021 to 2023? 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 / Net Income
Data:
corporate,year,NetCashFromOperatingActivities,NetIncome
Comcast,2021,29146000000.0,14159000000.0
Comcast,2022,26413000000.0,5370000000.0
Comcast,2023,28501000000.0,15388000000.0
Qualcomm,2021,10536000000.0,9043000000.0
Qualcomm,2022,9096000000.0,12936000000.0
Qualcomm,2023,11299000000.0,7232000000.0

Indicator data:
corporate,year,Cash Flow to Net Income
Comcast,2021,2.0584787061233136
Comcast,2022,4.918621973929237
Comcast,2023,1.8521575253444242
Qualcomm,2021,1.1651000774079399
Qualcomm,2022,0.7031539888682746
Qualcomm,2023,1.5623617256637168

Answer: 3.1482
Question: From 2016 to 2018, how does the maximum of Cash Flow to Net Income for Cboe Global Markets compare to Paccar as a ratio? 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 / Net Income
Data:
corporate,year,NetCashFromOperatingActivities,NetIncome
Cboe Global Markets,2016,229563000.0,186820000.0
Cboe Global Markets,2017,374400000.0,401700000.0
Cboe Global Markets,2018,534700000.0,426500000.0
Paccar,2016,2300800000.0,521700000.0
Paccar,2017,2715800000.0,1675200000.0
Paccar,2018,2992300000.0,2195100000.0

Indicator data:
corporate,year,Cash Flow to Net Income
Cboe Global Markets,2016,1.2287924205117224
Cboe Global Markets,2017,0.9320388349514563
Cboe Global Markets,2018,1.2536928487690504
Paccar,2016,4.410197431474027
Paccar,2017,1.6211795606494748
Paccar,2018,1.363172520614095

Answer: 0.2843
Question: Over 2020-2024, what is the ratio of FedEx to Revvity for the minimum of Cash Flow to Net Income? 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 / Net Income
Data:
corporate,year,NetCashFromOperatingActivities,NetIncome
FedEx,2020,5097000000.0,1286000000.0
FedEx,2021,10135000000.0,5231000000.0
FedEx,2022,9832000000.0,3826000000.0
FedEx,2023,8848000000.0,3972000000.0
FedEx,2024,8312000000.0,4331000000.0
Revvity,2020,892177000.0,727887000.0
Revvity,2021,1410750000.0,943157000.0
Revvity,2022,679810000.0,569179000.0
Revvity,2023,91272000.0,693094000.0
Revvity,2024,628299000.0,270385000.0

Indicator data:
corporate,year,Cash Flow to Net Income
FedEx,2020,3.963452566096423
FedEx,2021,1.937488051997706
FedEx,2022,2.569785676947203
FedEx,2023,2.227593152064451
FedEx,2024,1.9191872546755946
Revvity,2020,1.2257081112865047
Revvity,2021,1.4957742984466
Revvity,2022,1.194369433868783
Revvity,2023,0.13168776529590503
Revvity,2024,2.3237198809105535

Answer: 14.5738
Question: Calculate the maximum of Cash Flow to Net Income for Howmet Aerospace and T. Rowe Price separately from 2023 to 2025, and compute the ratio of Howmet Aerospace to T. Rowe Price. 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 / Net Income
Data:
corporate,year,NetCashFromOperatingActivities,NetIncome
Howmet Aerospace,2023,901000000.0,765000000.0
Howmet Aerospace,2024,1298000000.0,1155000000.0
Howmet Aerospace,2025,1884000000.0,1508000000.0
T. Rowe Price,2023,1219100000.0,1788700000.0
T. Rowe Price,2024,1685600000.0,2100100000.0
T. Rowe Price,2025,1753400000.0,2087100000.0

Indicator data:
corporate,year,Cash Flow to Net Income
Howmet Aerospace,2023,1.1777777777777778
Howmet Aerospace,2024,1.1238095238095238
Howmet Aerospace,2025,1.2493368700265253
T. Rowe Price,2023,0.6815564376362722
T. Rowe Price,2024,0.8026284462644636
T. Rowe Price,2025,0.8401130755593886

Answer: 1.4871
Question: Comparing the minimum of Cash Flow to Debt from 2021 to 2025, what is the ratio of Hershey Company (The) to AT&T? 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 / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt
Data:
corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Hershey Company (The),2021,2082884000.0,939423000.0,4086627000.0
Hershey Company (The),2022,2327837000.0,693790000.0,3343977000.0
Hershey Company (The),2023,2323190000.0,719839000.0,3789132000.0
Hershey Company (The),2024,2531596000.0,1306976000.0,3190210000.0
Hershey Company (The),2025,2277367000.0,218546000.0,4681194000.0
AT&T,2021,41957000000.0,24630000000.0,152724000000.0
AT&T,2022,35812000000.0,7467000000.0,128423000000.0
AT&T,2023,38314000000.0,9477000000.0,127854000000.0
AT&T,2024,38771000000.0,5089000000.0,118443000000.0
AT&T,2025,40284000000.0,9011000000.0,127089000000.0

Indicator data:
corporate,year,Cash Flow to Debt
AT&T,2021,0.2365720536328473
AT&T,2022,0.26353668408271397
AT&T,2023,0.2789901770175707
AT&T,2024,0.31385390020399573
AT&T,2025,0.29598824393828066
Hershey Company (The),2021,0.41441768386705263
Hershey Company (The),2022,0.5765159307112074
Hershey Company (The),2023,0.5152372902819734
Hershey Company (The),2024,0.5629289070987946
Hershey Company (The),2025,0.4647934380191602

Answer: 1.7518
Question: What is the ratio of Salesforce to Regions Financial Corporation in terms of the maximum of Cash Flow to Debt from 2020 to 2024? 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 / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt
Data:
corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Salesforce,2020,4801000000.0,0.0,2673000000.0
Salesforce,2021,6000000000.0,0.0,10592000000.0
Salesforce,2022,7111000000.0,1182000000.0,9419000000.0
Salesforce,2023,10234000000.0,999000000.0,8427000000.0
Salesforce,2024,13092000000.0,0.0,8433000000.0
Regions Financial Corporation,2020,5865000000.0,0.0,3569000000.0
Regions Financial Corporation,2021,7728000000.0,0.0,2407000000.0
Regions Financial Corporation,2022,5221000000.0,0.0,2284000000.0
Regions Financial Corporation,2023,4440000000.0,0.0,2330000000.0
Regions Financial Corporation,2024,6297000000.0,500000000.0,5993000000.0

Indicator data:
corporate,year,Cash Flow to Debt
Regions Financial Corporation,2020,1.6433174558699917
Regions Financial Corporation,2021,3.2106356460324057
Regions Financial Corporation,2022,2.2859019264448337
Regions Financial Corporation,2023,1.905579399141631
Regions Financial Corporation,2024,0.9698136454643462
Salesforce,2020,1.796109240553685
Salesforce,2021,0.5664652567975831
Salesforce,2022,0.6707857749268937
Salesforce,2023,1.0857203479736899
Salesforce,2024,1.5524724297403059

Answer: 0.5594
Question: From 2020 to 2024, how does the minimum of Cash Flow to Debt for Invitation Homes compare to Freeport-McMoRan as a ratio? 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 / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt
Data:
corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Invitation Homes,2020,696712000.0,339404000.0,2470907000.0
Invitation Homes,2021,907660000.0,141397000.0,1921974000.0
Invitation Homes,2022,1023587000.0,0.0,2518185000.0
Invitation Homes,2023,1107088000.0,0.0,3305467000.0
Invitation Homes,2024,1081805000.0,570000000.0,3800688000.0
Freeport-McMoRan,2020,3017000000.0,0.0,9677000000.0
Freeport-McMoRan,2021,7715000000.0,0.0,9078000000.0
Freeport-McMoRan,2022,5139000000.0,0.0,9583000000.0
Freeport-McMoRan,2023,5279000000.0,0.0,8656000000.0
Freeport-McMoRan,2024,7160000000.0,0.0,8907000000.0

Indicator data:
corporate,year,Cash Flow to Debt
Freeport-McMoRan,2020,0.31177017670765733
Freeport-McMoRan,2021,0.8498567966512448
Freeport-McMoRan,2022,0.5362621308567255
Freeport-McMoRan,2023,0.609865988909427
Freeport-McMoRan,2024,0.8038621309082744
Invitation Homes,2020,0.24791277548997245
Invitation Homes,2021,0.43989180811400375
Invitation Homes,2022,0.4064780784573016
Invitation Homes,2023,0.33492635080005334
Invitation Homes,2024,0.24751366375270895

Answer: 0.7939
Question: Over 2020-2022, what is the ratio of Mondelez International to KeyCorp for the average of Cash Flow to 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 / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt
Data:
corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Mondelez International,2020,3964000000.0,29000000.0,17276000000.0
Mondelez International,2021,4141000000.0,216000000.0,17550000000.0
Mondelez International,2022,3908000000.0,2299000000.0,20251000000.0
KeyCorp,2020,14076000000.0,759000000.0,13709000000.0
KeyCorp,2021,16114000000.0,588000000.0,12042000000.0
KeyCorp,2022,12496000000.0,5386000000.0,19307000000.0

Indicator data:
corporate,year,Cash Flow to Debt
KeyCorp,2020,0.972905722974841
KeyCorp,2021,1.2758511480601742
KeyCorp,2022,0.5060543473858988
Mondelez International,2020,0.2290667437156891
Mondelez International,2021,0.23308566925588203
Mondelez International,2022,0.17330376940133038

Answer: 0.2307
Question: Calculate the minimum of Cash Flow to Debt for Martin Marietta Materials and S&P Global separately from 2021 to 2023, and compute the ratio of Martin Marietta Materials to S&P Global. 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 / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt
Data:
corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Martin Marietta Materials,2021,1137700000.0,0.0,5100800000.0
Martin Marietta Materials,2022,991200000.0,0.0,4340900000.0
Martin Marietta Materials,2023,1528400000.0,0.0,3945600000.0
S&P Global,2021,3598000000.0,0.0,4114000000.0
S&P Global,2022,2603000000.0,226000000.0,10730000000.0
S&P Global,2023,3710000000.0,47000000.0,11412000000.0

Indicator data:
corporate,year,Cash Flow to Debt
Martin Marietta Materials,2021,0.22304344416562108
Martin Marietta Materials,2022,0.22833974521412612
Martin Marietta Materials,2023,0.38736820762368207
S&P Global,2021,0.8745746232377248
S&P Global,2022,0.23758671047827673
S&P Global,2023,0.32376298106291995

Answer: 0.9388
Question: Comparing the minimum of Earnings Per Share Basic from 2021 to 2025, what is the ratio of Duke Energy to Ameren? 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 - Preferred Dividends) / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Duke Energy,2021,3908000000.0,769000000.0,106000000.0
Duke Energy,2022,2550000000.0,770000000.0,106000000.0
Duke Energy,2023,2841000000.0,771000000.0,106000000.0
Duke Energy,2024,4524000000.0,772000000.0,106000000.0
Duke Energy,2025,4968000000.0,777000000.0,56000000.0
Ameren,2021,943000000.0,256300000.0,5000000.0
Ameren,2022,1075000000.0,258400000.0,5000000.0
Ameren,2023,1152000000.0,262800000.0,5000000.0
Ameren,2024,1184000000.0,266800000.0,5000000.0
Ameren,2025,1487000000.0,270500000.0,5000000.0

Indicator data:
corporate,year,Earnings Per Share Basic
Ameren,2021,3.6597737026921577
Ameren,2022,4.140866873065016
Ameren,2023,4.364535768645358
Ameren,2024,4.41904047976012
Ameren,2025,5.478743068391867
Duke Energy,2021,4.94408322496749
Duke Energy,2022,3.174025974025974
Duke Energy,2023,3.5473411154345005
Duke Energy,2024,5.72279792746114
Duke Energy,2025,6.321750321750322

Answer: 0.8673
Question: What is the ratio of Fifth Third Bancorp to Prologis in terms of the minimum of Earnings Per Share Basic from 2021 to 2023? 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 - Preferred Dividends) / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Fifth Third Bancorp,2021,2770000000.0,702188552.0,111000000.0
Fifth Third Bancorp,2022,2446000000.0,688633659.0,116000000.0
Fifth Third Bancorp,2023,2349000000.0,684172079.0,137000000.0
Prologis,2021,2939723000.0,739363000.0,6152000.0
Prologis,2022,3364856000.0,785675000.0,6060000.0
Prologis,2023,3059214000.0,924351000.0,5841000.0

Indicator data:
corporate,year,Earnings Per Share Basic
Fifth Third Bancorp,2021,3.786732199530362
Fifth Third Bancorp,2022,3.3835116386606945
Fifth Third Bancorp,2023,3.233104752291419
Prologis,2021,3.9677005746838834
Prologis,2022,4.275045024978522
Prologis,2023,3.303261423420324

Answer: 0.9788
Question: From 2022 to 2024, how does the minimum of Earnings Per Share Basic for Charles Schwab Corporation compare to Morgan Stanley as a ratio? 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 - Preferred Dividends) / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Charles Schwab Corporation,2022,7183000000.0,1885000000.0,548000000.0
Charles Schwab Corporation,2023,5067000000.0,1824000000.0,418000000.0
Charles Schwab Corporation,2024,5942000000.0,1828000000.0,464000000.0
Morgan Stanley,2022,11029000000.0,1691000000.0,489000000.0
Morgan Stanley,2023,9087000000.0,1628000000.0,557000000.0
Morgan Stanley,2024,13390000000.0,1591000000.0,590000000.0

Indicator data:
corporate,year,Earnings Per Share Basic
Charles Schwab Corporation,2022,3.519893899204244
Charles Schwab Corporation,2023,2.548793859649123
Charles Schwab Corporation,2024,2.9967177242888403
Morgan Stanley,2022,6.2329982259018335
Morgan Stanley,2023,5.23955773955774
Morgan Stanley,2024,8.045254556882464

Answer: 0.4865
Question: Over 2016-2020, what is the ratio of Fifth Third Bancorp to Huntington Bancshares for the average of Earnings Per Share Basic? 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 - Preferred Dividends) / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Fifth Third Bancorp,2016,1564000000.0,757432291.0,75000000.0
Fifth Third Bancorp,2017,2194000000.0,728289200.0,75000000.0
Fifth Third Bancorp,2018,2193000000.0,673346168.0,75000000.0
Fifth Third Bancorp,2019,2512000000.0,710433611.0,93000000.0
Fifth Third Bancorp,2020,1427000000.0,714729585.0,104000000.0
Huntington Bancshares,2016,711821000.0,904438000.0,65274000.0
Huntington Bancshares,2017,1186000000.0,1084686000.0,76000000.0
Huntington Bancshares,2018,1393000000.0,1081542000.0,70000000.0
Huntington Bancshares,2019,1411000000.0,1038840000.0,74000000.0
Huntington Bancshares,2020,817000000.0,1017117000.0,100000000.0

Indicator data:
corporate,year,Earnings Per Share Basic
Fifth Third Bancorp,2016,1.965852285006423
Fifth Third Bancorp,2017,2.9095584556244964
Fifth Third Bancorp,2018,3.145484597158946
Fifth Third Bancorp,2019,3.4049627756139484
Fifth Third Bancorp,2020,1.8510497225324736
Huntington Bancshares,2016,0.7148604990060126
Huntington Bancshares,2017,1.0233376295075256
Huntington Bancshares,2018,1.22325346588482
Huntington Bancshares,2019,1.2870124369489044
Huntington Bancshares,2020,0.7049336507009518

Answer: 2.6804
Question: Calculate the maximum of Earnings Per Share Basic for Progressive Corporation and Williams Companies separately from 2022 to 2024, and compute the ratio of Progressive Corporation to Williams Companies. 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 - Preferred Dividends) / Weighted-Average Basic Shares
Data:
corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Progressive Corporation,2022,721500000.0,584400000.0,26900000.0
Progressive Corporation,2023,3902400000.0,584900000.0,37600000.0
Progressive Corporation,2024,8480000000.0,585500000.0,17000000.0
Williams Companies,2022,2049000000.0,1218362000.0,3000000.0
Williams Companies,2023,3179000000.0,1217784000.0,3000000.0
Williams Companies,2024,2225000000.0,1219184000.0,3000000.0

Indicator data:
corporate,year,Earnings Per Share Basic
Progressive Corporation,2022,1.1885694729637235
Progressive Corporation,2023,6.60762523508292
Progressive Corporation,2024,14.454312553373185
Williams Companies,2022,1.679303852221261
Williams Companies,2023,2.6080158714517516
Williams Companies,2024,1.822530479402617

Answer: 5.5423
Question: Comparing the minimum of Earnings Per Share Diluted from 2021 to 2023, what is the ratio of Morgan Stanley to Prologis? 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 - Preferred Dividends) / Weighted-Average Diluted Shares
Data:
corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Morgan Stanley,2021,15034000000.0,1814000000.0,468000000.0
Morgan Stanley,2022,11029000000.0,1713000000.0,489000000.0
Morgan Stanley,2023,9087000000.0,1646000000.0,557000000.0
Prologis,2021,2939723000.0,764762000.0,6152000.0
Prologis,2022,3364856000.0,811608000.0,6060000.0
Prologis,2023,3059214000.0,951791000.0,5841000.0

Indicator data:
corporate,year,Earnings Per Share Diluted
Morgan Stanley,2021,8.029768467475193
Morgan Stanley,2022,6.1529480443666085
Morgan Stanley,2023,5.182260024301336
Prologis,2021,3.8359267327613034
Prologis,2022,4.138446146415511
Prologis,2023,3.2080288634794822

Answer: 1.6154
Question: What is the ratio of Fifth Third Bancorp to Prologis in terms of the minimum of Earnings Per Share Diluted from 2019 to 2021? 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 - Preferred Dividends) / Weighted-Average Diluted Shares
Data:
corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Fifth Third Bancorp,2019,2512000000.0,720065498.0,93000000.0
Fifth Third Bancorp,2020,1427000000.0,719735415.0,104000000.0
Fifth Third Bancorp,2021,2770000000.0,711197805.0,111000000.0
Prologis,2019,1572959000.0,654903000.0,6009000.0
Prologis,2020,1481814000.0,754414000.0,6345000.0
Prologis,2021,2939723000.0,764762000.0,6152000.0

Indicator data:
corporate,year,Earnings Per Share Diluted
Fifth Third Bancorp,2019,3.359416617958829
Fifth Third Bancorp,2020,1.8381754911976924
Fifth Third Bancorp,2021,3.738762945141542
Prologis,2019,2.39264440688163
Prologis,2020,1.9557815735126867
Prologis,2021,3.8359267327613034

Answer: 0.9399
Question: From 2020 to 2024, how does the maximum of Earnings Per Share Diluted for Wells Fargo compare to Prologis as a ratio? 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 - Preferred Dividends) / Weighted-Average Diluted Shares
Data:
corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Wells Fargo,2020,3301000000.0,4134200000.0,1591000000.0
Wells Fargo,2021,21548000000.0,4096200000.0,1292000000.0
Wells Fargo,2022,13182000000.0,3837000000.0,1115000000.0
Wells Fargo,2023,19142000000.0,3720400000.0,1160000000.0
Wells Fargo,2024,19722000000.0,3467600000.0,1116000000.0
Prologis,2020,1481814000.0,754414000.0,6345000.0
Prologis,2021,2939723000.0,764762000.0,6152000.0
Prologis,2022,3364856000.0,811608000.0,6060000.0
Prologis,2023,3059214000.0,951791000.0,5841000.0
Prologis,2024,3731635000.0,953590000.0,5881000.0

Indicator data:
corporate,year,Earnings Per Share Diluted
Prologis,2020,1.9557815735126867
Prologis,2021,3.8359267327613034
Prologis,2022,4.138446146415511
Prologis,2023,3.2080288634794822
Prologis,2024,3.9070816598328424
Wells Fargo,2020,0.4136229500266073
Wells Fargo,2021,4.945071041453054
Wells Fargo,2022,3.144904873599166
Wells Fargo,2023,4.833351252553489
Wells Fargo,2024,5.365670780943592

Answer: 1.2965
Question: Over 2017-2019, what is the ratio of Oneok to Allstate for the minimum of Earnings Per Share Diluted? 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 - Preferred Dividends) / Weighted-Average Diluted Shares
Data:
corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Oneok,2017,387841000.0,299780000.0,767000.0
Oneok,2018,1151703000.0,414195000.0,1100000.0
Oneok,2019,1278577000.0,415444000.0,1100000.0
Allstate,2017,3189000000.0,367800000.0,116000000.0
Allstate,2018,2252000000.0,353200000.0,148000000.0
Allstate,2019,4847000000.0,333500000.0,169000000.0

Indicator data:
corporate,year,Earnings Per Share Diluted
Allstate,2017,8.355084284937465
Allstate,2018,5.956964892412231
Allstate,2019,14.026986506746626
Oneok,2017,1.2911935419307492
Oneok,2018,2.777925856178853
Oneok,2019,3.0749679860582892

Answer: 0.2168
Question: Calculate the average of Earnings Per Share Diluted for Prologis and KKR & Co. separately from 2019 to 2021, and compute the ratio of Prologis to KKR & Co.. 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 - Preferred Dividends) / Weighted-Average Diluted Shares
Data:
corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Prologis,2019,1572959000.0,654903000.0,6009000.0
Prologis,2020,1481814000.0,754414000.0,6345000.0
Prologis,2021,2939723000.0,764762000.0,6152000.0
KKR & Co.,2019,2005049000.0,557687512.0,33364000.0
KKR & Co.,2020,2002509000.0,583685352.0,89919000.0
KKR & Co.,2021,4666476000.0,633092865.0,142294000.0

Indicator data:
corporate,year,Earnings Per Share Diluted
KKR & Co.,2019,3.5354655744918313
KKR & Co.,2020,3.276748325868558
KKR & Co.,2021,7.146158565536827
Prologis,2019,2.39264440688163
Prologis,2020,1.9557815735126867
Prologis,2021,3.8359267327613034

Answer: 0.5863
Question: Comparing the minimum of Operating Cash Flow Per Share from 2021 to 2023, what is the ratio of Chipotle Mexican Grill to Abbott Laboratories? 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 / Weighted-Average Basic Shares
Data:
corporate,year,NetCashFromOperatingActivities,SharesAverage
Chipotle Mexican Grill,2021,1282081000.0,28132000.0
Chipotle Mexican Grill,2022,1323179000.0,27851000.0
Chipotle Mexican Grill,2023,1783477000.0,27555000.0
Abbott Laboratories,2021,10533000000.0,1775000000.0
Abbott Laboratories,2022,9581000000.0,1753000000.0
Abbott Laboratories,2023,7261000000.0,1740000000.0

Indicator data:
corporate,year,Operating Cash Flow Per Share
Abbott Laboratories,2021,5.934084507042254
Abbott Laboratories,2022,5.465487735310895
Abbott Laboratories,2023,4.172988505747126
Chipotle Mexican Grill,2021,45.57375941987772
Chipotle Mexican Grill,2022,47.509209723169725
Chipotle Mexican Grill,2023,64.72426056976956

Answer: 10.9211
Question: What is the ratio of TJX Companies to Analog Devices in terms of the maximum of Operating Cash Flow Per Share from 2023 to 2025? 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 / Weighted-Average Basic Shares
Data:
corporate,year,NetCashFromOperatingActivities,SharesAverage
TJX Companies,2023,6057000000.0,1146000000.0
TJX Companies,2024,6116000000.0,1128000000.0
TJX Companies,2025,6874000000.0,1114000000.0
Analog Devices,2023,4817634000.0,502232000.0
Analog Devices,2024,3852529000.0,496166000.0
Analog Devices,2025,4812202000.0,494381000.0

Indicator data:
corporate,year,Operating Cash Flow Per Share
Analog Devices,2023,9.592447315185014
Analog Devices,2024,7.764596929253516
Analog Devices,2025,9.733792358525106
TJX Companies,2023,5.285340314136126
TJX Companies,2024,5.421985815602837
TJX Companies,2025,6.170556552962298

Answer: 0.6339
Question: From 2023 to 2025, how does the CAGR of Operating Cash Flow Per Share for GE HealthCare compare to HP Inc. as a ratio? 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 / Weighted-Average Basic Shares
Data:
corporate,year,NetCashFromOperatingActivities,SharesAverage
GE HealthCare,2023,2101000000.0,455000000.0
GE HealthCare,2024,1955000000.0,456000000.0
GE HealthCare,2025,1987000000.0,456000000.0
HP Inc.,2023,3571000000.0,992000000.0
HP Inc.,2024,3749000000.0,979000000.0
HP Inc.,2025,3697000000.0,946000000.0

Indicator data:
corporate,year,Operating Cash Flow Per Share
GE HealthCare,2023,4.617582417582417
GE HealthCare,2024,4.287280701754386
GE HealthCare,2025,4.357456140350878
HP Inc.,2023,3.599798387096774
HP Inc.,2024,3.829417773237998
HP Inc.,2025,3.9080338266384778

Answer: -0.6814
Question: Over 2019-2021, what is the ratio of Oracle Corporation to Fiserv for the average of Operating Cash Flow Per Share? 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 / Weighted-Average Basic Shares
Data:
corporate,year,NetCashFromOperatingActivities,SharesAverage
Oracle Corporation,2019,14551000000.0,3634000000.0
Oracle Corporation,2020,13139000000.0,3211000000.0
Oracle Corporation,2021,15887000000.0,2945000000.0
Fiserv,2019,2795000000.0,512300000.0
Fiserv,2020,4147000000.0,672100000.0
Fiserv,2021,4034000000.0,662600000.0

Indicator data:
corporate,year,Operating Cash Flow Per Share
Fiserv,2019,5.4557876244388055
Fiserv,2020,6.170212765957447
Fiserv,2021,6.08813763960157
Oracle Corporation,2019,4.004127682993946
Oracle Corporation,2020,4.091871691061974
Oracle Corporation,2021,5.394567062818336

Answer: 0.7616
Question: Calculate the CAGR of Operating Cash Flow Per Share for Public Storage and Newmont separately from 2021 to 2023, and compute the ratio of Public Storage to Newmont. 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 / Weighted-Average Basic Shares
Data:
corporate,year,NetCashFromOperatingActivities,SharesAverage
Public Storage,2021,2543555000.0,174858000.0
Public Storage,2022,3117141000.0,175257000.0
Public Storage,2023,3246648000.0,175472000.0
Newmont,2021,4279000000.0,799000000.0
Newmont,2022,3220000000.0,794000000.0
Newmont,2023,2763000000.0,841000000.0

Indicator data:
corporate,year,Operating Cash Flow Per Share
Newmont,2021,5.355444305381727
Newmont,2022,4.055415617128464
Newmont,2023,3.285374554102259
Public Storage,2021,14.546403367303755
Public Storage,2022,17.786114106711857
Public Storage,2023,18.502370748609465

Answer: -0.5896
Question: Comparing the minimum of Equity Multiplier from 2019 to 2021, what is the ratio of Keurig Dr Pepper to Universal Health Services? (Use the average of beginning and ending values) 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: Average Total Assets / Average Stockholders Equity
Data:
corporate,year,Assets,AllEquityBalance
Keurig Dr Pepper,2018,48918000000.0,22533000000.0
Keurig Dr Pepper,2019,49518000000.0,23257000000.0
Keurig Dr Pepper,2020,49779000000.0,23829000000.0
Keurig Dr Pepper,2021,50598000000.0,24972000000.0
Universal Health Services,2018,11265480000.0,5389262000.0
Universal Health Services,2019,11668250000.0,5504105000.0
Universal Health Services,2020,13476879000.0,6317146000.0
Universal Health Services,2021,13093543000.0,6089664000.0

Indicator data:
corporate,year,Equity Multiplier
Keurig Dr Pepper,2019,2.1497270146320155
Keurig Dr Pepper,2020,2.1088433929405768
Keurig Dr Pepper,2021,2.056863588860884
Universal Health Services,2019,2.105293065036733
Universal Health Services,2020,2.1271123504610467
Universal Health Services,2021,2.1415998149403435

Answer: 0.977
Question: What is the ratio of Coterra to Public Storage in terms of the minimum of Equity Multiplier from 2023 to 2025? (Use the average of beginning and ending values) 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: Average Total Assets / Average Stockholders Equity
Data:
corporate,year,Assets,AllEquityBalance
Coterra,2022,20154000000.0,12659000000.0
Coterra,2023,20415000000.0,13039000000.0
Coterra,2024,21625000000.0,13122000000.0
Coterra,2025,24241000000.0,14838000000.0
Public Storage,2022,17552307000.0,10073402000.0
Public Storage,2023,19809216000.0,10013178000.0
Public Storage,2024,19754934000.0,9712606000.0
Public Storage,2025,20208604000.0,9248128000.0

Indicator data:
corporate,year,Equity Multiplier
Coterra,2023,1.5786831660051366
Coterra,2024,1.6069722105424105
Coterra,2025,1.640414878397711
Public Storage,2023,1.8600241056466555
Public Storage,2024,2.005707352366831
Public Storage,2025,2.107699944527464

Answer: 0.8487
Question: From 2021 to 2023, how does the average of Equity Multiplier for Monster Beverage compare to Merck & Co. as a ratio? (Use the average of beginning and ending values) 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: Average Total Assets / Average Stockholders Equity
Data:
corporate,year,Assets,AllEquityBalance
Monster Beverage,2020,6202716000.0,5160860000.0
Monster Beverage,2021,7804784000.0,6566951000.0
Monster Beverage,2022,8293105000.0,7025041000.0
Monster Beverage,2023,9686522000.0,8228744000.0
Merck & Co.,2020,91588000000.0,25317000000.0
Merck & Co.,2021,105694000000.0,38184000000.0
Merck & Co.,2022,109160000000.0,45991000000.0
Merck & Co.,2023,106675000000.0,37581000000.0

Indicator data:
corporate,year,Equity Multiplier
Merck & Co.,2021,3.106754224342924
Merck & Co.,2022,2.5524680724680726
Merck & Co.,2023,2.5826233666778347
Monster Beverage,2021,1.1943831632348099
Monster Beverage,2022,1.1843656912099418
Monster Beverage,2023,1.178699385103435

Answer: 0.4316
Question: Over 2023-2025, what is the ratio of Datadog to CenterPoint Energy for the minimum of Equity Multiplier? (Use the average of beginning and ending values) 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: Average Total Assets / Average Stockholders Equity
Data:
corporate,year,Assets,AllEquityBalance
Datadog,2022,3004852000.0,1410505000.0
Datadog,2023,3936072000.0,2025354000.0
Datadog,2024,5785339000.0,2714363000.0
Datadog,2025,6643844000.0,3732206000.0
CenterPoint Energy,2022,38546000000.0,10042000000.0
CenterPoint Energy,2023,39715000000.0,9667000000.0
CenterPoint Energy,2024,43768000000.0,10666000000.0
CenterPoint Energy,2025,46534000000.0,11153000000.0

Indicator data:
corporate,year,Equity Multiplier
CenterPoint Energy,2023,3.9708255111877824
CenterPoint Energy,2024,4.1057886194855655
CenterPoint Energy,2025,4.138686465924194
Datadog,2023,2.020142270098977
Datadog,2024,2.051053048103927
Datadog,2025,1.9280307090484876

Answer: 0.4855
Question: Calculate the minimum of Equity Multiplier for Intuitive Surgical and Advanced Micro Devices separately from 2019 to 2021, and compute the ratio of Intuitive Surgical to Advanced Micro Devices. (Use the average of beginning and ending values) 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: Average Total Assets / Average Stockholders Equity
Data:
corporate,year,Assets,AllEquityBalance
Intuitive Surgical,2018,7846700000.0,6678800000.0
Intuitive Surgical,2019,9733200000.0,8263800000.0
Intuitive Surgical,2020,11168900000.0,9731500000.0
Intuitive Surgical,2021,13555000000.0,11901100000.0
Advanced Micro Devices,2018,4556000000.0,1266000000.0
Advanced Micro Devices,2019,6028000000.0,2827000000.0
Advanced Micro Devices,2020,8962000000.0,5837000000.0
Advanced Micro Devices,2021,12419000000.0,7497000000.0

Indicator data:
corporate,year,Equity Multiplier
Advanced Micro Devices,2019,2.5858783288541414
Advanced Micro Devices,2020,1.7301477377654664
Advanced Micro Devices,2021,1.603494825258737
Intuitive Surgical,2019,1.176495389021991
Intuitive Surgical,2020,1.1615310664451273
Intuitive Surgical,2021,1.1429000674907315

Answer: 0.7128
Question: Comparing the average of EBITDA from 2016 to 2020, what is the ratio of Aon plc to Fastenal? (Indicator 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 = EBIT + D&A = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Aon plc,2016,1669000000.0,282000000.0,232000000.0,0.0
Aon plc,2017,685000000.0,282000000.0,187000000.0,704000000.0
Aon plc,2018,1246000000.0,278000000.0,176000000.0,593000000.0
Aon plc,2019,1871000000.0,307000000.0,172000000.0,0.0
Aon plc,2020,2465000000.0,334000000.0,167000000.0,0.0
Fastenal,2016,789729000.0,6504000.0,103525000.0,527000.0
Fastenal,2017,873100000.0,9100000.0,123600000.0,3800000.0
Fastenal,2018,987000000.0,12600000.0,134100000.0,4100000.0
Fastenal,2019,1043700000.0,13900000.0,144600000.0,4100000.0
Fastenal,2020,1132700000.0,9700000.0,153300000.0,9100000.0

Indicator data:
corporate,year,EBITDA
Aon plc,2016,2183000000.0
Aon plc,2017,1858000000.0
Aon plc,2018,2293000000.0
Aon plc,2019,2350000000.0
Aon plc,2020,2966000000.0
Fastenal,2016,900285000.0
Fastenal,2017,1009600000.0
Fastenal,2018,1137800000.0
Fastenal,2019,1206300000.0
Fastenal,2020,1304800000.0

Answer: 2.0958
Question: What is the ratio of Seagate Technology to F5 in terms of the minimum of EBITDA from 2017 to 2021? (Indicator 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 = EBIT + D&A = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Seagate Technology,2017,815000000.0,222000000.0,749000000.0
Seagate Technology,2018,1418000000.0,236000000.0,598000000.0
Seagate Technology,2019,1372000000.0,224000000.0,541000000.0
Seagate Technology,2020,1032000000.0,201000000.0,379000000.0
Seagate Technology,2021,1348000000.0,220000000.0,397000000.0
F5,2017,575517000.0,0.0,61148000.0
F5,2018,603760000.0,0.0,59491000.0
F5,2019,541111000.0,0.0,68507000.0
F5,2020,396397000.0,6568000.0,95857000.0
F5,2021,386937000.0,5280000.0,115424000.0

Indicator data:
corporate,year,EBITDA
F5,2017,636665000.0
F5,2018,663251000.0
F5,2019,609618000.0
F5,2020,498822000.0
F5,2021,507641000.0
Seagate Technology,2017,1786000000.0
Seagate Technology,2018,2252000000.0
Seagate Technology,2019,2137000000.0
Seagate Technology,2020,1612000000.0
Seagate Technology,2021,1965000000.0

Answer: 3.2316
Question: From 2017 to 2019, how does the minimum of EBITDA for Cummins compare to CMS Energy as a ratio? (Indicator 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 = EBIT + D&A = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Cummins,2017,2365000000.0,81000000.0,583000000.0
Cummins,2018,2753000000.0,114000000.0,611000000.0
Cummins,2019,2834000000.0,109000000.0,672000000.0
CMS Energy,2017,886000000.0,2000000.0,881000000.0
CMS Energy,2018,774000000.0,3000000.0,933000000.0
CMS Energy,2019,829000000.0,9000000.0,992000000.0

Indicator data:
corporate,year,EBITDA
CMS Energy,2017,1769000000.0
CMS Energy,2018,1710000000.0
CMS Energy,2019,1830000000.0
Cummins,2017,3029000000.0
Cummins,2018,3478000000.0
Cummins,2019,3615000000.0

Answer: 1.7713
Question: Over 2021-2025, what is the ratio of Altria to Builders FirstSource for the minimum of EBITDA? (Indicator 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 = EBIT + D&A = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Altria,2021,3824000000.0,1189000000.0,244000000.0
Altria,2022,7389000000.0,1119000000.0,226000000.0
Altria,2023,10928000000.0,1116000000.0,272000000.0
Altria,2024,13658000000.0,1037000000.0,286000000.0
Altria,2025,9389000000.0,1079000000.0,266000000.0
Builders FirstSource,2021,2251547000.0,135877000.0,547352000.0
Builders FirstSource,2022,3571833000.0,198373000.0,497140000.0
Builders FirstSource,2023,1984204000.0,192115000.0,558275000.0
Builders FirstSource,2024,1387525000.0,207724000.0,561929000.0
Builders FirstSource,2025,512382000.0,273894000.0,591432000.0

Indicator data:
corporate,year,EBITDA
Altria,2021,5257000000.0
Altria,2022,8734000000.0
Altria,2023,12316000000.0
Altria,2024,14981000000.0
Altria,2025,10734000000.0
Builders FirstSource,2021,2934776000.0
Builders FirstSource,2022,4267346000.0
Builders FirstSource,2023,2734594000.0
Builders FirstSource,2024,2157178000.0
Builders FirstSource,2025,1377708000.0

Answer: 3.8158
Question: Calculate the maximum of EBITDA for Costco and Verizon separately from 2018 to 2020, and compute the ratio of Costco to Verizon. (Indicator 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 = EBIT + D&A = Pretax Income + Interest Expense + D&A
Data:
corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Costco,2018,4442000000.0,159000000.0,1437000000.0
Costco,2019,4765000000.0,150000000.0,1492000000.0
Costco,2020,5367000000.0,160000000.0,1645000000.0
Verizon,2018,19623000000.0,4833000000.0,17403000000.0
Verizon,2019,22733000000.0,4730000000.0,16682000000.0
Verizon,2020,23967000000.0,4247000000.0,16720000000.0

Indicator data:
corporate,year,EBITDA
Costco,2018,6038000000.0
Costco,2019,6407000000.0
Costco,2020,7172000000.0
Verizon,2018,41859000000.0
Verizon,2019,44145000000.0
Verizon,2020,44934000000.0

Answer: 0.1596