OpenFinArena/FinDeepIndicator huggingface dataset:
Question: Among Steel Dynamics, Jabil, Qualcomm, Uber, Amcor, what is the gap in Total Asset Turnover between the highest-ranked company and the runner-up in 2023? (Use the average of beginning and ending total assets) 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 / Average Total Assets
Data:
corporate,year,Revenue,Assets
Steel Dynamics,2022,21469251000.0,14159984000.0
Steel Dynamics,2023,18795316000.0,14908420000.0
Jabil,2022,33478000000.0,19717000000.0
Jabil,2023,34702000000.0,19424000000.0
Qualcomm,2022,44200000000.0,49014000000.0
Qualcomm,2023,35820000000.0,51040000000.0
Uber,2022,31877000000.0,32109000000.0
Uber,2023,37281000000.0,38699000000.0
Amcor,2022,14544000000.0,17426000000.0
Amcor,2023,14694000000.0,17003000000.0

Indicator data:
corporate,year,Total Asset Turnover
Amcor,2023,0.8535827354846205
Jabil,2023,1.7731790194425283
Qualcomm,2023,0.7160133527894936
Steel Dynamics,2023,1.2931783939703054
Uber,2023,1.0530166082928483

Answer: 0.48
Question: In 2024, within Parker Hannifin, CME Group, Quest Diagnostics, Palantir Technologies, by how much does the company with the lowest Total Asset Turnover differ from the second-ranked company? (Use the average of beginning and ending total assets) 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 / Average Total Assets
Data:
corporate,year,Revenue,Assets
Parker Hannifin,2023,19065194000.0,29964472000.0
Parker Hannifin,2024,19929606000.0,29297842000.0
CME Group,2023,5578900000.0,129706100000.0
CME Group,2024,6130100000.0,137447000000.0
Quest Diagnostics,2023,9252000000.0,14022000000.0
Quest Diagnostics,2024,9872000000.0,16153000000.0
Palantir Technologies,2023,2225012000.0,4522425000.0
Palantir Technologies,2024,2865507000.0,6340884000.0

Indicator data:
corporate,year,Total Asset Turnover
CME Group,2024,0.045892037187665054
Palantir Technologies,2024,0.527556935000192
Parker Hannifin,2024,0.6725895313503958
Quest Diagnostics,2024,0.6543164871582435

Answer: 0.4817
Question: For Total Asset Turnover in 2018, what is the difference between the top and second-place companies among Occidental Petroleum, Textron, TransDigm Group, West Pharmaceutical Services, Home Depot (The)? (Use the average of beginning and ending total assets) 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 / Average Total Assets
Data:
corporate,year,Revenue,Assets
Occidental Petroleum,2017,12508000000.0,42026000000.0
Occidental Petroleum,2018,17824000000.0,43854000000.0
Textron,2017,14129000000.0,15340000000.0
Textron,2018,13972000000.0,14264000000.0
TransDigm Group,2017,3504286000.0,9975661000.0
TransDigm Group,2018,3811126000.0,12197467000.0
West Pharmaceutical Services,2017,1599100000.0,1862800000.0
West Pharmaceutical Services,2018,1717400000.0,1978900000.0
Home Depot (The),2017,100904000000.0,44529000000.0
Home Depot (The),2018,108203000000.0,44003000000.0

Indicator data:
corporate,year,Total Asset Turnover
Home Depot (The),2018,2.444381692495369
Occidental Petroleum,2018,0.41509082440614814
Textron,2018,0.9439264964194027
TransDigm Group,2018,0.3437607900878938
West Pharmaceutical Services,2018,0.8940833485175833

Answer: 1.5005
Question: Among Lululemon Athletica, Hershey Company (The), Edison International, calculate the margin between the highest-Total Asset Turnover company and the second-place company in 2019. (Use the average of beginning and ending total assets) 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 / Average Total Assets
Data:
corporate,year,Revenue,Assets
Lululemon Athletica,2018,3288319000.0,2084711000.0
Lululemon Athletica,2019,3979296000.0,3281354000.0
Hershey Company (The),2018,7791069000.0,7703020000.0
Hershey Company (The),2019,7986252000.0,8140395000.0
Edison International,2018,12657000000.0,56715000000.0
Edison International,2019,12347000000.0,64382000000.0

Indicator data:
corporate,year,Total Asset Turnover
Edison International,2019,0.20391917223382908
Hershey Company (The),2019,1.0081478014683072
Lululemon Athletica,2019,1.483133730210126

Answer: 0.475
Question: Among Broadridge Financial Solutions, Elevance Health, Brown & Brown, how much higher is the Fixed Asset Turnover for the top company compared to the second place in 2017? (Use the average of beginning and ending fixed assets) 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 / Average Net PP&E
Data:
corporate,year,Revenue,PlantPropertyEquipmentNet
Broadridge Financial Solutions,2016,2897000000.0,112200000.0
Broadridge Financial Solutions,2017,4142600000.0,198100000.0
Elevance Health,2016,84863000000.0,1977900000.0
Elevance Health,2017,90039400000.0,2174900000.0
Brown & Brown,2016,1766629000.0,75807000.0
Brown & Brown,2017,1881347000.0,77086000.0

Indicator data:
corporate,year,Fixed Asset Turnover
Broadridge Financial Solutions,2017,26.700612310667097
Brown & Brown,2017,24.60998214437548
Elevance Health,2017,43.36322481217492

Answer: 16.6626
Question: Among Freeport-McMoRan, L3Harris, Realty Income, what is the gap in Fixed Asset Turnover between the highest-ranked company and the runner-up in 2025? (Use the average of beginning and ending fixed assets) 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 / Average Net PP&E
Data:
corporate,year,Revenue,PlantPropertyEquipmentNet
Freeport-McMoRan,2024,25455000000.0,38514000000.0
Freeport-McMoRan,2025,25915000000.0,40736000000.0
L3Harris,2024,21325000000.0,2806000000.0
L3Harris,2025,21865000000.0,2665000000.0
Realty Income,2024,5271142000.0,17320520000.0
Realty Income,2025,5749377000.0,18368029000.0

Indicator data:
corporate,year,Fixed Asset Turnover
Freeport-McMoRan,2025,0.654006309148265
L3Harris,2025,7.99305428623652
Realty Income,2025,0.3221972963933053

Answer: 7.339
Question: In 2025, within Xylem Inc., Jabil, Smurfit Westrock, Molina Healthcare, Packaging Corporation of America, by how much does the company with the highest Fixed Asset Turnover differ from the second-ranked company? (Use the average of beginning and ending fixed assets) 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 / Average Net PP&E
Data:
corporate,year,Revenue,PlantPropertyEquipmentNet
Xylem Inc.,2024,8562000000.0,1152000000.0
Xylem Inc.,2025,9035000000.0,1159000000.0
Jabil,2024,28883000000.0,3024000000.0
Jabil,2025,29802000000.0,2847000000.0
Smurfit Westrock,2024,21109000000.0,22675000000.0
Smurfit Westrock,2025,31179000000.0,23232000000.0
Molina Healthcare,2024,38627000000.0,288000000.0
Molina Healthcare,2025,43052000000.0,301000000.0
Packaging Corporation of America,2024,8383300000.0,4039000000.0
Packaging Corporation of America,2025,8989300000.0,4985100000.0

Indicator data:
corporate,year,Fixed Asset Turnover
Jabil,2025,10.152273888605007
Molina Healthcare,2025,146.1867572156197
Packaging Corporation of America,2025,1.992287319511087
Smurfit Westrock,2025,1.3583549349772366
Xylem Inc.,2025,7.819125919515361

Answer: 136.0345
Question: For Fixed Asset Turnover in 2025, what is the difference between the top and second-place companies among Microchip Technology, Paychex, eBay Inc., Union Pacific Corporation? (Use the average of beginning and ending fixed assets) 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 / Average Net PP&E
Data:
corporate,year,Revenue,PlantPropertyEquipmentNet
Microchip Technology,2024,4401600000.0,1183700000.0
Microchip Technology,2025,4713100000.0,1106700000.0
Paychex,2024,5132000000.0,411700000.0
Paychex,2025,5410000000.0,511500000.0
eBay Inc.,2024,10283000000.0,1263000000.0
eBay Inc.,2025,11100000000.0,1338000000.0
Union Pacific Corporation,2024,24250000000.0,58343000000.0
Union Pacific Corporation,2025,24510000000.0,59645000000.0

Indicator data:
corporate,year,Fixed Asset Turnover
Microchip Technology,2025,4.115525672371638
Paychex,2025,11.720103986135182
Union Pacific Corporation,2025,0.41546597959114484
eBay Inc.,2025,8.53517877739331

Answer: 3.7001
Question: Among Marsh McLennan, Regeneron Pharmaceuticals, American Tower, Monster Beverage, calculate the margin between the highest-Fixed Asset Turnover company and the second-place company in 2025. (Use the average of beginning and ending fixed assets) 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 / Average Net PP&E
Data:
corporate,year,Revenue,PlantPropertyEquipmentNet
Marsh McLennan,2024,24458000000.0,859000000.0
Marsh McLennan,2025,26981000000.0,829000000.0
Regeneron Pharmaceuticals,2024,14202000000.0,4599700000.0
Regeneron Pharmaceuticals,2025,14342900000.0,5120400000.0
American Tower,2024,10127200000.0,19056800000.0
American Tower,2025,10644600000.0,20356300000.0
Monster Beverage,2024,7492709000.0,1047024000.0
Monster Beverage,2025,8294343000.0,1081544000.0

Indicator data:
corporate,year,Fixed Asset Turnover
American Tower,2025,0.5401554305548155
Marsh McLennan,2025,31.968009478672986
Monster Beverage,2025,7.793354969162366
Regeneron Pharmaceuticals,2025,2.9511836297980474

Answer: 24.1747
Question: Among Sysco, Eaton Corporation, Vistra Corp., how much lower is the Working Capital Turnover for the top company compared to the second place in 2021? (Use the average of beginning and ending net working capital) 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 / Average Net Working Capital
Data:
corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Sysco,2020,52893310000.0,12348232000.0,6717853000.0
Sysco,2021,51297843000.0,10733567000.0,7319844000.0
Eaton Corporation,2020,17858000000.0,9178000000.0,5881000000.0
Eaton Corporation,2021,19628000000.0,7511000000.0,7212000000.0
Vistra Corp.,2020,11443000000.0,3429000000.0,3036000000.0
Vistra Corp.,2021,12077000000.0,7883000000.0,5843000000.0

Indicator data:
corporate,year,Working Capital Turnover
Eaton Corporation,2021,10.916573971078977
Sysco,2021,11.343932874706631
Vistra Corp.,2021,9.927661323468968

Answer: 0.9889
Question: Among Brown & Brown, Broadcom, Lamb Weston, what is the gap in Working Capital Turnover between the highest-ranked company and the runner-up in 2024? (Use the average of beginning and ending net working capital) 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 / Average Net Working Capital
Data:
corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Brown & Brown,2023,4257100000.0,5129900000.0,4956900000.0
Brown & Brown,2024,4805000000.0,6924000000.0,6314000000.0
Broadcom,2023,35819000000.0,20847000000.0,7405000000.0
Broadcom,2024,51574000000.0,19595000000.0,16697000000.0
Lamb Weston,2023,5350600000.0,2127200000.0,1360200000.0
Lamb Weston,2024,6467600000.0,2090000000.0,1624100000.0

Indicator data:
corporate,year,Working Capital Turnover
Broadcom,2024,6.312607099143207
Brown & Brown,2024,12.27330779054917
Lamb Weston,2024,10.491686268148268

Answer: 1.7816
Question: In 2024, within Genuine Parts Company, Verisign, Zoetis, Public Service Enterprise Group, Norwegian Cruise Line Holdings, by how much does the company with the lowest Working Capital Turnover differ from the second-ranked company? (Use the average of beginning and ending net working capital) 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 / Average Net Working Capital
Data:
corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Genuine Parts Company,2023,23090610000.0,9605852000.0,7827109000.0
Genuine Parts Company,2024,23486569000.0,9852584000.0,8525380000.0
Verisign,2023,1493100000.0,988300000.0,1188500000.0
Verisign,2024,1557400000.0,663800000.0,1531100000.0
Zoetis,2023,8544000000.0,6343000000.0,1889000000.0
Zoetis,2024,9256000000.0,5986000000.0,3412000000.0
Public Service Enterprise Group,2023,11237000000.0,3373000000.0,5057000000.0
Public Service Enterprise Group,2024,10290000000.0,4235000000.0,6505000000.0
Norwegian Cruise Line Holdings,2023,8549924000.0,1313148000.0,6038701000.0
Norwegian Cruise Line Holdings,2024,9479651000.0,1010104000.0,5780865000.0

Indicator data:
corporate,year,Working Capital Turnover
Genuine Parts Company,2024,15.12361221875325
Norwegian Cruise Line Holdings,2024,-1.9964906383676866
Public Service Enterprise Group,2024,-5.204855842185129
Verisign,2024,-2.9178454332552692
Zoetis,2024,2.6340352874217414

Answer: 2.287
Question: For Working Capital Turnover in 2019, what is the difference between the top and second-place companies among Amphenol, DuPont, Regeneron Pharmaceuticals, Halliburton? (Use the average of beginning and ending net working capital) 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 / Average Net Working Capital
Data:
corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Amphenol,2018,8202000000.0,4571600000.0,2451300000.0
Amphenol,2019,8225400000.0,4211200000.0,2132700000.0
DuPont,2018,85977000000.0,49603000000.0,24715000000.0
DuPont,2019,21512000000.0,9999000000.0,8346000000.0
Regeneron Pharmaceuticals,2018,6710800000.0,6447600000.0,1442800000.0
Regeneron Pharmaceuticals,2019,7863400000.0,7689100000.0,2096600000.0
Halliburton,2018,23995000000.0,11151000000.0,4802000000.0
Halliburton,2019,22408000000.0,11212000000.0,4878000000.0

Indicator data:
corporate,year,Working Capital Turnover
Amphenol,2019,3.917976564732781
DuPont,2019,1.621039146980144
Halliburton,2019,3.53354884491051
Regeneron Pharmaceuticals,2019,1.484038387136346

Answer: 0.137
Question: Among News Corp (Class B), Pfizer, Incyte, Air Products, calculate the margin between the lowest-Working Capital Turnover company and the second-place company in 2023. (Use the average of beginning and ending net working capital) 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 / Average Net Working Capital
Data:
corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
News Corp (Class B),2022,10385000000.0,4093000000.0,3519000000.0
News Corp (Class B),2023,9879000000.0,4053000000.0,3165000000.0
Pfizer,2022,100330000000.0,51259000000.0,42138000000.0
Pfizer,2023,58496000000.0,43333000000.0,47794000000.0
Incyte,2022,3394635000.0,4092850000.0,1157077000.0
Incyte,2023,3695649000.0,4645402000.0,1240379000.0
Air Products,2022,12698600000.0,6282900000.0,3465800000.0
Air Products,2023,12600000000.0,5200500000.0,3895800000.0

Indicator data:
corporate,year,Working Capital Turnover
Air Products,2023,6.113833761948663
Incyte,2023,1.1656735211162763
News Corp (Class B),2023,13.514363885088919
Pfizer,2023,25.105579399141632

Answer: 4.9482
Question: Among Altria, Paccar, CBRE Group, how much lower is the Current Ratio for the top company compared to the second place in 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: Current Assets / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Altria,2021,6083000000.0,8579000000.0
Paccar,2021,8889300000.0,4452000000.0
CBRE Group,2021,10082365000.0,8418869000.0

Indicator data:
corporate,year,Current Ratio
Altria,2021,0.7090569996503089
CBRE Group,2021,1.1975913866815127
Paccar,2021,1.9966981132075472

Answer: 0.4885
Question: Among Southwest Airlines, NetApp, Union Pacific Corporation, Aon plc, Fair Isaac, what is the gap in Current Ratio between the lowest-ranked company and the runner-up in 2016? 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: Current Assets / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Southwest Airlines,2016,4498000000.0,6844000000.0
NetApp,2016,6448000000.0,3662000000.0
Union Pacific Corporation,2016,3596000000.0,3640000000.0
Aon plc,2016,13146000000.0,12495000000.0
Fair Isaac,2016,267638000.0,246077000.0

Indicator data:
corporate,year,Current Ratio
Aon plc,2016,1.0521008403361345
Fair Isaac,2016,1.0876189160303482
NetApp,2016,1.760786455488804
Southwest Airlines,2016,0.657218001168907
Union Pacific Corporation,2016,0.987912087912088

Answer: 0.3307
Question: In 2023, within Netflix, Diamondback Energy, Adobe Inc., Amphenol, NextEra Energy, by how much does the company with the highest Current Ratio differ from the second-ranked company? 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: Current Assets / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Netflix,2023,9918133000.0,8860655000.0
Diamondback Energy,2023,1621000000.0,2108000000.0
Adobe Inc.,2023,11084000000.0,8251000000.0
Amphenol,2023,6835300000.0,3152700000.0
NextEra Energy,2023,15361000000.0,27963000000.0

Indicator data:
corporate,year,Current Ratio
Adobe Inc.,2023,1.3433523209307963
Amphenol,2023,2.168078155232023
Diamondback Energy,2023,0.7689753320683111
Netflix,2023,1.119345353136986
NextEra Energy,2023,0.5493330472409971

Answer: 0.8247
Question: For Current Ratio in 2016, what is the difference between the top and second-place companies among American Water Works, HP Inc., Insulet Corporation? 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: Current Assets / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
American Water Works,2016,784000000.0,2392000000.0
HP Inc.,2016,18468000000.0,18808000000.0
Insulet Corporation,2016,369960000.0,55697000.0

Indicator data:
corporate,year,Current Ratio
American Water Works,2016,0.3277591973244147
HP Inc.,2016,0.9819225861335602
Insulet Corporation,2016,6.642368529723324

Answer: 5.6604
Question: Among Builders FirstSource, Abbott Laboratories, Nvidia, Home Depot (The), calculate the margin between the lowest-Current Ratio company and the second-place company in 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: Current Assets / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Builders FirstSource,2025,2927283000.0,1574941000.0
Abbott Laboratories,2025,25996000000.0,16496000000.0
Nvidia,2025,125605000000.0,32163000000.0
Home Depot (The),2025,34391000000.0,32424000000.0

Indicator data:
corporate,year,Current Ratio
Abbott Laboratories,2025,1.5758971871968963
Builders FirstSource,2025,1.8586620070212154
Home Depot (The),2025,1.06066493955095
Nvidia,2025,3.905263812455306

Answer: 0.5152
Question: Among ExxonMobil, Darden Restaurants, Motorola Solutions, Thermo Fisher Scientific, how much lower is the Quick Ratio for the top company compared to the second place in 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: (Current Assets - Inventory) / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
ExxonMobil,2024,91990000000.0,70307000000.0,19444000000.0
Darden Restaurants,2024,822800000.0,2192500000.0,290500000.0
Motorola Solutions,2024,6479000000.0,5055000000.0,766000000.0
Thermo Fisher Scientific,2024,22137000000.0,13332000000.0,4978000000.0

Indicator data:
corporate,year,Quick Ratio
Darden Restaurants,2024,0.24278221208665907
ExxonMobil,2024,1.0318460466240915
Motorola Solutions,2024,1.1301681503461918
Thermo Fisher Scientific,2024,1.287053705370537

Answer: 0.7891
Question: Among Fox Corporation (Class A), Cintas, Quest Diagnostics, what is the gap in Quick Ratio between the lowest-ranked company and the runner-up in 2022? 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: (Current Assets - Inventory) / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Fox Corporation (Class A),2022,8281000000.0,2296000000.0,791000000.0
Cintas,2022,2631983000.0,1432890000.0,472150000.0
Quest Diagnostics,2022,1898000000.0,1551000000.0,192000000.0

Indicator data:
corporate,year,Quick Ratio
Cintas,2022,1.5073264521351952
Fox Corporation (Class A),2022,3.2621951219512195
Quest Diagnostics,2022,1.0999355254674403

Answer: 0.4074
Question: In 2024, within Emerson Electric, Lennox International, Regeneron Pharmaceuticals, Jabil, ConocoPhillips, by how much does the company with the highest Quick Ratio differ from the second-ranked company? 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: (Current Assets - Inventory) / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Emerson Electric,2024,10192000000.0,5742000000.0,2180000000.0
Lennox International,2024,1884200000.0,1313300000.0,704800000.0
Regeneron Pharmaceuticals,2024,18660900000.0,3944300000.0,3087300000.0
Jabil,2024,12791000000.0,11782000000.0,4276000000.0
ConocoPhillips,2024,15647000000.0,12124000000.0,1809000000.0

Indicator data:
corporate,year,Quick Ratio
ConocoPhillips,2024,1.1413724843286044
Emerson Electric,2024,1.395332636711947
Jabil,2024,0.7227126124596842
Lennox International,2024,0.8980430975405467
Regeneron Pharmaceuticals,2024,3.9483812083259386

Answer: 2.553
Question: For Quick Ratio in 2024, what is the difference between the top and second-place companies among Philip Morris International, Ametek, Marathon Petroleum, Tesla? 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: (Current Assets - Inventory) / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Philip Morris International,2024,20170000000.0,22915000000.0,9453000000.0
Ametek,2024,2603032000.0,2098587000.0,1021713000.0
Marathon Petroleum,2024,24447000000.0,20827000000.0,9568000000.0
Tesla,2024,58360000000.0,28821000000.0,12017000000.0

Indicator data:
corporate,year,Quick Ratio
Ametek,2024,0.753516056279773
Marathon Petroleum,2024,0.7144091803908388
Philip Morris International,2024,0.4676849225398211
Tesla,2024,1.6079594739946568

Answer: 0.2467
Question: Among Conagra Brands, EOG Resources, West Pharmaceutical Services, Broadcom, Targa Resources, calculate the margin between the highest-Quick Ratio company and the second-place company in 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: (Current Assets - Inventory) / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Conagra Brands,2024,3149500000.0,3241800000.0,2083000000.0
EOG Resources,2024,11230000000.0,5354000000.0,985000000.0
West Pharmaceutical Services,2024,1538100000.0,550400000.0,377000000.0
Broadcom,2024,19595000000.0,16697000000.0,1760000000.0
Targa Resources,2024,2296300000.0,3172600000.0,334300000.0

Indicator data:
corporate,year,Quick Ratio
Broadcom,2024,1.068155956159789
Conagra Brands,2024,0.32898389783453635
EOG Resources,2024,1.9135225999252896
Targa Resources,2024,0.6184202231608145
West Pharmaceutical Services,2024,2.1095566860465116

Answer: 0.196
Question: Among Chipotle Mexican Grill, Microsoft, Cigna, Packaging Corporation of America, how much higher is the Cash Ratio for the top company compared to the second place in 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: (Cash + Short-Term Investments) / Current Liabilities
Data:
corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Chipotle Mexican Grill,2023,560609000.0,734838000.0,1030625000.0
Microsoft,2023,111262000000.0,76558000000.0,104149000000.0
Cigna,2023,7822000000.0,925000000.0,48716000000.0
Packaging Corporation of America,2023,648000000.0,493500000.0,1265700000.0

Indicator data:
corporate,year,Cash Ratio
Chipotle Mexican Grill,2023,1.2569528198908428
Cigna,2023,0.17955086624517613
Microsoft,2023,1.803377852883849
Packaging Corporation of America,2023,0.9018724816307182

Answer: 0.5464
Question: Among Dow Inc., Moderna, Old Dominion, Delta Air Lines, Abbott Laboratories, what is the gap in Cash Ratio between the highest-ranked company and the runner-up in 2022? 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: (Cash + Short-Term Investments) / Current Liabilities
Data:
corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Dow Inc.,2022,3886000000.0,0.0,11331000000.0
Moderna,2022,3205000000.0,6697000000.0,4923000000.0
Old Dominion,2022,186312000.0,49355000.0,529793000.0
Delta Air Lines,2022,3266000000.0,3268000000.0,25940000000.0
Abbott Laboratories,2022,9882000000.0,288000000.0,15489000000.0

Indicator data:
corporate,year,Cash Ratio
Abbott Laboratories,2022,0.6565950029052876
Delta Air Lines,2022,0.25188897455666925
Dow Inc.,2022,0.34295296090371546
Moderna,2022,2.0113751777371522
Old Dominion,2022,0.44482845186704995

Answer: 1.3548
Question: In 2024, within United Airlines Holdings, T-Mobile US, A. O. Smith, by how much does the company with the highest Cash Ratio differ from the second-ranked company? 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: (Cash + Short-Term Investments) / Current Liabilities
Data:
corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
United Airlines Holdings,2024,8769000000.0,5706000000.0,23314000000.0
T-Mobile US,2024,5409000000.0,0.0,20174000000.0
A. O. Smith,2024,239600000.0,36500000.0,897200000.0

Indicator data:
corporate,year,Cash Ratio
A. O. Smith,2024,0.30773517610343293
T-Mobile US,2024,0.26811737880440173
United Airlines Holdings,2024,0.62087157930857

Answer: 0.3131
Question: For Cash Ratio in 2019, what is the difference between the top and second-place companies among PepsiCo, Fortinet, Steel Dynamics, Cadence Design Systems? 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: (Cash + Short-Term Investments) / Current Liabilities
Data:
corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
PepsiCo,2019,5509000000.0,229000000.0,20461000000.0
Fortinet,2019,1222500000.0,843100000.0,1473600000.0
Steel Dynamics,2019,1381460000.0,262174000.0,1006698000.0
Cadence Design Systems,2019,705210000.0,0.0,672391000.0

Indicator data:
corporate,year,Cash Ratio
Cadence Design Systems,2019,1.048809398103187
Fortinet,2019,1.4017372421281216
PepsiCo,2019,0.28043595132202725
Steel Dynamics,2019,1.632698187539858

Answer: 0.7684
Question: Among Advanced Micro Devices, Netflix, Parker Hannifin, calculate the margin between the highest-Cash Ratio company and the second-place company in 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: (Cash + Short-Term Investments) / Current Liabilities
Data:
corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Advanced Micro Devices,2023,3933000000.0,1840000000.0,6689000000.0
Netflix,2023,7116913000.0,20973000.0,8860655000.0
Parker Hannifin,2023,475182000.0,8390000.0,7735370000.0

Indicator data:
corporate,year,Cash Ratio
Advanced Micro Devices,2023,0.8630587531768575
Netflix,2023,0.8055709199827777
Parker Hannifin,2023,0.0625143981477292

Answer: 0.0575
Question: Among Cisco, Loews Corporation, Edison International, how much lower is the Liability-to-Asset Ratio 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: Total Liabilities / Total Assets * 100%
Data:
corporate,year,Liabilities,Assets
Cisco,2017,63681000000.0,129818000000.0
Loews Corporation,2017,55020000000.0,79586000000.0
Edison International,2017,38695000000.0,52580000000.0

Indicator data:
corporate,year,Liability-to-Asset Ratio
Cisco,2017,49.05406029980434
Edison International,2017,73.59262076835299
Loews Corporation,2017,69.1327620435755

Answer: 20.0787
Question: Among Franklin Resources, Extra Space Storage, Prudential Financial, what is the gap in Liability-to-Asset Ratio between the lowest-ranked company and the runner-up 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: Total Liabilities / Total Assets * 100%
Data:
corporate,year,Liabilities,Assets
Franklin Resources,2016,3509500000.0,16098800000.0
Extra Space Storage,2016,4495280000.0,7091446000.0
Prudential Financial,2016,737874000000.0,783962000000.0

Indicator data:
corporate,year,Liability-to-Asset Ratio
Extra Space Storage,2016,63.390174584985914
Franklin Resources,2016,21.799761472904812
Prudential Financial,2016,94.12114362685946

Answer: 41.5904
Question: In 2024, within Starbucks, Prudential Financial, Huntington Bancshares, Lam Research, GE Aerospace, by how much does the company with the highest Liability-to-Asset Ratio 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: Total Liabilities / Total Assets * 100%
Data:
corporate,year,Liabilities,Assets
Starbucks,2024,38780900000.0,31339300000.0
Prudential Financial,2024,705461000000.0,735587000000.0
Huntington Bancshares,2024,184448000000.0,204230000000.0
Lam Research,2024,10205274000.0,18744728000.0
GE Aerospace,2024,103576000000.0,123140000000.0

Indicator data:
corporate,year,Liability-to-Asset Ratio
GE Aerospace,2024,84.11239239889557
Huntington Bancshares,2024,90.31386182245508
Lam Research,2024,54.44343604239016
Prudential Financial,2024,95.90449532142357
Starbucks,2024,123.74526552922369

Answer: 27.8408
Question: For Liability-to-Asset Ratio in 2024, what is the difference between the top and second-place companies among Baxter International, NetApp, Travelers Companies (The), Micron Technology, Crown Castle? (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: Total Liabilities / Total Assets * 100%
Data:
corporate,year,Liabilities,Assets
Baxter International,2024,18758000000.0,25782000000.0
NetApp,2024,8741000000.0,9887000000.0
Travelers Companies (The),2024,105325000000.0,133189000000.0
Micron Technology,2024,24285000000.0,69416000000.0
Crown Castle,2024,32869000000.0,32736000000.0

Indicator data:
corporate,year,Liability-to-Asset Ratio
Baxter International,2024,72.75618648669614
Crown Castle,2024,100.4062805474096
Micron Technology,2024,34.984729745303675
NetApp,2024,88.40902194801255
Travelers Companies (The),2024,79.07935340005557

Answer: 11.9973
Question: Among State Street Corporation, Weyerhaeuser, Skyworks Solutions, UnitedHealth Group, calculate the margin between the highest-Liability-to-Asset Ratio 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: Total Liabilities / Total Assets * 100%
Data:
corporate,year,Liabilities,Assets
State Street Corporation,2021,287261000000.0,314624000000.0
Weyerhaeuser,2021,6885000000.0,17652000000.0
Skyworks Solutions,2021,3293600000.0,8590700000.0
UnitedHealth Group,2021,135727000000.0,212206000000.0

Indicator data:
corporate,year,Liability-to-Asset Ratio
Skyworks Solutions,2021,38.33913417998534
State Street Corporation,2021,91.30295209519936
UnitedHealth Group,2021,63.9600199805849
Weyerhaeuser,2021,39.00407885791978

Answer: 27.3429
Question: Among ConocoPhillips, Healthpeak Properties, MetLife, Truist Financial, Wells Fargo, how much higher is the Liability-to-Equity Ratio for the top company compared to the second place in 2016? (Unit: %; Total equity includes minority interest) 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: Total Liabilities / Total Equity * 100%
Data:
corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
ConocoPhillips,2016,54546000000.0,35226000000.0
Healthpeak Properties,2016,9817957000.0,5941308000.0
MetLife,2016,831284000000.0,67480000000.0
Truist Financial,2016,189350000000.0,29926000000.0
Wells Fargo,2016,1729618000000.0,200497000000.0

Indicator data:
corporate,year,Liability-to-Equity Ratio
ConocoPhillips,2016,154.84585249531594
Healthpeak Properties,2016,165.24908319851454
MetLife,2016,1231.8968583283936
Truist Financial,2016,632.7273942391232
Wells Fargo,2016,862.6652767871839

Answer: 369.2316
Question: Among Corning Inc., Arch Capital Group, Ares Management, what is the gap in Liability-to-Equity Ratio between the lowest-ranked company and the runner-up in 2017? (Unit: %; Total equity includes minority interest) 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: Total Liabilities / Total Equity * 100%
Data:
corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Corning Inc.,2017,11724000000.0,15770000000.0
Arch Capital Group,2017,21805723000.0,10040013000.0
Ares Management,2017,7103230000.0,1460292000.0

Indicator data:
corporate,year,Liability-to-Equity Ratio
Arch Capital Group,2017,217.18819487584332
Ares Management,2017,486.4253176761908
Corning Inc.,2017,74.34369055168041

Answer: 142.8445
Question: In 2017, within Steel Dynamics, Bristol Myers Squibb, Micron Technology, by how much does the company with the lowest Liability-to-Equity Ratio differ from the second-ranked company? (Unit: %; Total equity includes minority interest) 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: Total Liabilities / Total Equity * 100%
Data:
corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Steel Dynamics,2017,3549424000.0,3195068000.0
Bristol Myers Squibb,2017,21704000000.0,11847000000.0
Micron Technology,2017,15845000000.0,19470000000.0

Indicator data:
corporate,year,Liability-to-Equity Ratio
Bristol Myers Squibb,2017,183.2024985228328
Micron Technology,2017,81.38161273754494
Steel Dynamics,2017,111.09071856999601

Answer: 29.7091
Question: For Liability-to-Equity Ratio in 2021, what is the difference between the top and second-place companies among Colgate-Palmolive, Crown Castle, Regency Centers? (Unit: %; Total equity includes minority interest) 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: Total Liabilities / Total Equity * 100%
Data:
corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Colgate-Palmolive,2021,14069000000.0,971000000.0
Crown Castle,2021,30782000000.0,8258000000.0
Regency Centers,2021,4682631000.0,6109932000.0

Indicator data:
corporate,year,Liability-to-Equity Ratio
Colgate-Palmolive,2021,1448.918640576725
Crown Castle,2021,372.75369338822964
Regency Centers,2021,76.6396581827752

Answer: 296.114
Question: Among Steris, Regions Financial Corporation, Synopsys, calculate the margin between the highest-Liability-to-Equity Ratio company and the second-place company in 2022. (Unit: %; Total equity includes minority interest) 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: Total Liabilities / Total Equity * 100%
Data:
corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Steris,2022,4734667000.0,6087172000.0
Regions Financial Corporation,2022,139269000000.0,15951000000.0
Synopsys,2022,3858897000.0,5520526000.0

Indicator data:
corporate,year,Liability-to-Equity Ratio
Regions Financial Corporation,2022,873.1051344743277
Steris,2022,77.78106155042111
Synopsys,2022,69.90089350181486

Answer: 795.3241
Question: Among CVS Health, PPG Industries, Verizon, Dow Inc., how much higher is the Net Debt to Equity for the top company compared to the second place in 2019? 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 / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
CVS Health,2019,0.0,64699000000.0,1596000000.0,18926000000.0,5683000000.0,2373000000.0,64170000000.0
PPG Industries,2019,513000000.0,4539000000.0,170000000.0,622000000.0,1216000000.0,57000000.0,5403000000.0
Verizon,2019,10777000000.0,100712000000.0,3261000000.0,18393000000.0,2594000000.0,0.0,62835000000.0
Dow Inc.,2019,586000000.0,15975000000.0,421000000.0,1739000000.0,2367000000.0,21000000.0,14094000000.0

Indicator data:
corporate,year,Net Debt to Equity
CVS Health,2019,1.2025089605734767
Dow Inc.,2019,1.1588619270611609
PPG Industries,2019,0.8460114751064224
Verizon,2019,2.0776478077504574

Answer: 0.8751
Question: Among United Parcel Service, Synopsys, CVS Health, what is the gap in Net Debt to Equity between the highest-ranked company and the runner-up in 2022? 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 / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
United Parcel Service,2022,0.0,17321000000.0,621000000.0,3238000000.0,5602000000.0,1993000000.0,19803000000.0
Synopsys,2022,0.0,20824000.0,54274000.0,581273000.0,1565521000.0,147913000.0,5520526000.0
CVS Health,2022,0.0,50476000000.0,1678000000.0,16800000000.0,12945000000.0,2778000000.0,71315000000.0

Indicator data:
corporate,year,Net Debt to Equity
CVS Health,2022,0.7464208090864475
Synopsys,2022,-0.19147867431473015
United Parcel Service,2022,0.6860071706307125

Answer: 0.0604
Question: In 2023, within EPAM Systems, Dow Inc., Marathon Petroleum, Block, Equinix, by how much does the company with the highest Net Debt to Equity differ from the second-ranked company? 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 / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
EPAM Systems,2023,0.0,26126000.0,36558000.0,109261000.0,2036235000.0,60739000.0,3471470000.0
Dow Inc.,2023,62000000.0,14907000000.0,329000000.0,1032000000.0,2987000000.0,0.0,19108000000.0
Marathon Petroleum,2023,0.0,25329000000.0,454000000.0,764000000.0,5443000000.0,4781000000.0,30504000000.0
Block,2023,0.0,4120091000.0,0.0,289788000.0,4996465000.0,0.0,18692836000.0
Equinix,2023,998580000.0,12062346000.0,130745000.0,1331333000.0,2095712000.0,0.0,12488499000.0

Indicator data:
corporate,year,Net Debt to Equity
Block,2023,-0.031380257120963345
Dow Inc.,2023,0.6982939083106552
EPAM Systems,2023,-0.5545284850510015
Equinix,2023,0.9950989306240886
Marathon Petroleum,2023,0.5351101494885917

Answer: 0.2968
Question: For Net Debt to Equity in 2021, what is the difference between the top and second-place companies among PPG Industries, CVS Health, United Parcel Service, IBM, Accenture? 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 / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
PPG Industries,2021,9000000.0,6572000000.0,192000000.0,693000000.0,1005000000.0,67000000.0,6411000000.0
CVS Health,2021,0.0,51971000000.0,1646000000.0,18177000000.0,9408000000.0,3117000000.0,75381000000.0
United Parcel Service,2021,0.0,19784000000.0,580000000.0,3033000000.0,10255000000.0,338000000.0,14269000000.0
IBM,2021,6787000000.0,44917000000.0,974000000.0,2462000000.0,6650000000.0,0.0,18996000000.0
Accenture,2021,12080000.0,53473000.0,744164000.0,2696917000.0,8168174000.0,4294000.0,20097114000.0

Indicator data:
corporate,year,Net Debt to Equity
Accenture,2021,-0.23216437942283652
CVS Health,2021,0.7862591369177909
IBM,2021,2.552642661612971
PPG Industries,2021,0.9973483075963189
United Parcel Service,2021,0.8973298759548672

Answer: 1.5553
Question: Among American Electric Power, EPAM Systems, Accenture, Verizon, calculate the margin between the highest-Net Debt to Equity company and the second-place company in 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 Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments
Data:
corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
American Electric Power,2023,2830200000.0,37652700000.0,115700000.0,519400000.0,330100000.0,214300000.0,25285900000.0
EPAM Systems,2023,0.0,26126000.0,36558000.0,109261000.0,2036235000.0,60739000.0,3471470000.0
Accenture,2023,104810000.0,43093000.0,690417000.0,2310714000.0,9045032000.0,4575000.0,26458593000.0
Verizon,2023,0.0,137701000000.0,4266000000.0,20002000000.0,2065000000.0,0.0,93799000000.0

Indicator data:
corporate,year,Net Debt to Equity
Accenture,2023,-0.2230115940027499
American Electric Power,2023,1.6045938645648365
EPAM Systems,2023,-0.5545284850510015
Verizon,2023,1.7047516498043689

Answer: 0.1002
Question: Among Ingersoll Rand, AES Corporation, Coca-Cola Company (The), PPG Industries, Cisco, how much higher is the Interest Coverage Ratio for the top company compared to the second place in 2023? ( 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
Ingersoll Rand,2023,1031100000.0,156700000.0
AES Corporation,2023,104000000.0,1319000000.0
Coca-Cola Company (The),2023,12952000000.0,1527000000.0
PPG Industries,2023,1748000000.0,247000000.0
Cisco,2023,15318000000.0,427000000.0

Indicator data:
corporate,year,Interest Coverage Ratio
AES Corporation,2023,1.0788476118271417
Cisco,2023,36.87353629976581
Coca-Cola Company (The),2023,9.481990831696136
Ingersoll Rand,2023,7.580089342693044
PPG Industries,2023,8.076923076923077

Answer: 27.3915
Question: Among Southern Company, Snap-on, Lowe's, what is the gap in Interest Coverage Ratio between the highest-ranked company and the runner-up in 2017? ( 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
Southern Company,2017,1068000000.0,1694000000.0
Snap-on,2017,821900000.0,52400000.0
Lowe's,2017,5489000000.0,633000000.0

Indicator data:
corporate,year,Interest Coverage Ratio
Lowe's,2017,9.671406003159557
Snap-on,2017,16.685114503816795
Southern Company,2017,1.630460448642267

Answer: 7.0137