OpenFinArena/FinDeepIndicator huggingface dataset:
Question: Comparing the maximum of Inventory Turnover from 2020 to 2024, what is the ratio of Tractor Supply to Bristol Myers Squibb? (Use the average of beginning and ending inventory) 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: COGS / Average Inventory
Data:
corporate,year,CostOfGoodsAndServicesSold,Inventories
Tractor Supply,2019,5480161000.0,1602781000.0
Tractor Supply,2020,6858803000.0,1783270000.0
Tractor Supply,2021,8253952000.0,2191192000.0
Tractor Supply,2022,9232513000.0,2709597000.0
Tractor Supply,2023,9327522000.0,2645854000.0
Tractor Supply,2024,9486674000.0,2840177000.0
Bristol Myers Squibb,2019,8078000000.0,4293000000.0
Bristol Myers Squibb,2020,11773000000.0,2074000000.0
Bristol Myers Squibb,2021,9940000000.0,2095000000.0
Bristol Myers Squibb,2022,10137000000.0,2339000000.0
Bristol Myers Squibb,2023,10693000000.0,2662000000.0
Bristol Myers Squibb,2024,13968000000.0,2557000000.0

Indicator data:
corporate,year,Inventory Turnover
Bristol Myers Squibb,2020,3.698130987906392
Bristol Myers Squibb,2021,4.76852962341089
Bristol Myers Squibb,2022,4.572395128552097
Bristol Myers Squibb,2023,4.276344731053789
Bristol Myers Squibb,2024,5.352749568882928
Tractor Supply,2020,4.0512106876122065
Tractor Supply,2021,4.153493982330187
Tractor Supply,2022,3.76776596584754
Tractor Supply,2023,3.4833749762625033
Tractor Supply,2024,3.458483555780126

Answer: 0.776
Question: What is the ratio of Lamb Weston to First Solar in terms of the average of Inventory Turnover from 2021 to 2023? (Use the average of beginning and ending inventory) 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: COGS / Average Inventory
Data:
corporate,year,CostOfGoodsAndServicesSold,Inventories
Lamb Weston,2020,2897200000.0,486700000.0
Lamb Weston,2021,2838900000.0,513500000.0
Lamb Weston,2022,3266900000.0,574400000.0
Lamb Weston,2023,3918500000.0,932000000.0
First Solar,2020,2030659000.0,567587000.0
First Solar,2021,2193423000.0,666299000.0
First Solar,2022,2549461000.0,621376000.0
First Solar,2023,2017923000.0,819899000.0

Indicator data:
corporate,year,Inventory Turnover
First Solar,2021,3.5553089993727136
First Solar,2022,3.9597895431688896
First Solar,2023,2.800191497111932
Lamb Weston,2021,5.676664667066587
Lamb Weston,2022,6.005882893648313
Lamb Weston,2023,5.20246946362188

Answer: 1.6369
Question: From 2019 to 2023, how does the minimum of Inventory Turnover for Campbell's Company (The) compare to Axon Enterprise as a ratio? (Use the average of beginning and ending inventory) 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: COGS / Average Inventory
Data:
corporate,year,CostOfGoodsAndServicesSold,Inventories
Campbell's Company (The),2018,5869000000.0,1199000000.0
Campbell's Company (The),2019,5414000000.0,863000000.0
Campbell's Company (The),2020,5692000000.0,871000000.0
Campbell's Company (The),2021,5665000000.0,933000000.0
Campbell's Company (The),2022,5935000000.0,1246000000.0
Campbell's Company (The),2023,6440000000.0,1291000000.0
Axon Enterprise,2018,161485000.0,33763000.0
Axon Enterprise,2019,223574000.0,38845000.0
Axon Enterprise,2020,264672000.0,89958000.0
Axon Enterprise,2021,322471000.0,108688000.0
Axon Enterprise,2022,461297000.0,202471000.0
Axon Enterprise,2023,608009000.0,269855000.0

Indicator data:
corporate,year,Inventory Turnover
Axon Enterprise,2019,6.158384750991626
Axon Enterprise,2020,4.109717941352297
Axon Enterprise,2021,3.2466900919223143
Axon Enterprise,2022,2.9650243123290663
Axon Enterprise,2023,2.574531150095485
Campbell's Company (The),2019,5.251212415130941
Campbell's Company (The),2020,6.565167243367935
Campbell's Company (The),2021,6.280487804878049
Campbell's Company (The),2022,5.447452960073428
Campbell's Company (The),2023,5.07686243594797

Answer: 1.972
Question: Over 2020-2024, what is the ratio of Deere & Company to United Rentals for the minimum of Inventory Turnover? (Use the average of beginning and ending inventory) 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: COGS / Average Inventory
Data:
corporate,year,CostOfGoodsAndServicesSold,Inventories
Deere & Company,2019,28370000000.0,7567000000.0
Deere & Company,2020,25289000000.0,4999000000.0
Deere & Company,2021,30459000000.0,6988000000.0
Deere & Company,2022,35338000000.0,6623000000.0
Deere & Company,2023,37715000000.0,6917000000.0
Deere & Company,2024,30775000000.0,7451000000.0
United Rentals,2019,5681000000.0,120000000.0
United Rentals,2020,5347000000.0,125000000.0
United Rentals,2021,5863000000.0,164000000.0
United Rentals,2022,6646000000.0,232000000.0
United Rentals,2023,8519000000.0,205000000.0
United Rentals,2024,9195000000.0,200000000.0

Indicator data:
corporate,year,Inventory Turnover
Deere & Company,2020,4.024988063027216
Deere & Company,2021,5.082005505964795
Deere & Company,2022,5.192564837263978
Deere & Company,2023,5.570901033973412
Deere & Company,2024,4.283825167037862
United Rentals,2020,43.648979591836735
United Rentals,2021,40.57439446366782
United Rentals,2022,33.56565656565657
United Rentals,2023,38.98855835240275
United Rentals,2024,45.407407407407405

Answer: 0.1199
Question: Calculate the average of Inventory Turnover for Textron and PPL Corporation separately from 2017 to 2021, and compute the ratio of Textron to PPL Corporation. (Use the average of beginning and ending inventory) 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: COGS / Average Inventory
Data:
corporate,year,CostOfGoodsAndServicesSold,Inventories
Textron,2016,11311000000.0,4464000000.0
Textron,2017,11795000000.0,4150000000.0
Textron,2018,11594000000.0,3818000000.0
Textron,2019,11406000000.0,4069000000.0
Textron,2020,10094000000.0,3513000000.0
Textron,2021,10297000000.0,3468000000.0
PPL Corporation,2016,1745000000.0,356000000.0
PPL Corporation,2017,1635000000.0,320000000.0
PPL Corporation,2018,1983000000.0,303000000.0
PPL Corporation,2019,1985000000.0,332000000.0
PPL Corporation,2020,1944000000.0,361000000.0
PPL Corporation,2021,1608000000.0,322000000.0

Indicator data:
corporate,year,Inventory Turnover
PPL Corporation,2017,4.837278106508876
PPL Corporation,2018,6.365971107544142
PPL Corporation,2019,6.251968503937008
PPL Corporation,2020,5.6103896103896105
PPL Corporation,2021,4.708638360175695
Textron,2017,2.7385651265381936
Textron,2018,2.910140562248996
Textron,2019,2.8923545074172687
Textron,2020,2.6626219994724347
Textron,2021,2.950007162297665

Answer: 0.5096
Question: Comparing the maximum of Receivables Turnover from 2019 to 2021, what is the ratio of McDonald's to Ross Stores? (Use the average of beginning and ending trade receivables) 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 Trade Receivables
Data:
corporate,year,Revenue,TradeReceivables
McDonald's,2018,21025200000.0,2441500000.0
McDonald's,2019,21076500000.0,2224200000.0
McDonald's,2020,19207800000.0,2110300000.0
McDonald's,2021,23222900000.0,1872400000.0
Ross Stores,2018,14983541000.0,96711000.0
Ross Stores,2019,16039073000.0,102236000.0
Ross Stores,2020,12531565000.0,115067000.0
Ross Stores,2021,18916244000.0,119247000.0

Indicator data:
corporate,year,Receivables Turnover
McDonald's,2019,9.034657178987075
McDonald's,2020,8.862752335909564
McDonald's,2021,11.661887664147438
Ross Stores,2019,161.23965679301523
Ross Stores,2020,115.33724799013359
Ross Stores,2021,161.46063828879196

Answer: 0.0722
Question: What is the ratio of Pfizer to Deere & Company in terms of the average of Receivables Turnover from 2019 to 2021? (Use the average of beginning and ending trade receivables) 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 Trade Receivables
Data:
corporate,year,Revenue,TradeReceivables
Pfizer,2018,53647000000.0,8025000000.0
Pfizer,2019,51750000000.0,8724000000.0
Pfizer,2020,41908000000.0,7930000000.0
Pfizer,2021,81288000000.0,11479000000.0
Deere & Company,2018,37357700000.0,5004300000.0
Deere & Company,2019,39258000000.0,5230000000.0
Deere & Company,2020,35540000000.0,4171000000.0
Deere & Company,2021,44024000000.0,4208000000.0

Indicator data:
corporate,year,Receivables Turnover
Deere & Company,2019,7.671848587592703
Deere & Company,2020,7.560897776832252
Deere & Company,2021,10.508175199904523
Pfizer,2019,6.179473401397098
Pfizer,2020,5.032784916536568
Pfizer,2021,8.376320263795147

Answer: 0.761
Question: From 2021 to 2025, how does the minimum of Receivables Turnover for Clorox compare to AutoZone as a ratio? (Use the average of beginning and ending trade receivables) 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 Trade Receivables
Data:
corporate,year,Revenue,TradeReceivables
Clorox,2020,6721000000.0,648000000.0
Clorox,2021,7341000000.0,604000000.0
Clorox,2022,7107000000.0,681000000.0
Clorox,2023,7389000000.0,688000000.0
Clorox,2024,7093000000.0,695000000.0
Clorox,2025,7104000000.0,821000000.0
AutoZone,2020,12631967000.0,364774000.0
AutoZone,2021,14629585000.0,378392000.0
AutoZone,2022,16252230000.0,504886000.0
AutoZone,2023,17457209000.0,520385000.0
AutoZone,2024,18490268000.0,545575000.0
AutoZone,2025,18938717000.0,670137000.0

Indicator data:
corporate,year,Receivables Turnover
AutoZone,2021,39.37097499078268
AutoZone,2022,36.799807082254965
AutoZone,2023,34.053843325325694
AutoZone,2024,34.6922361064205
AutoZone,2025,31.156584783238134
Clorox,2021,11.726837060702875
Clorox,2022,11.06147859922179
Clorox,2023,10.79474068663258
Clorox,2024,10.257411424439624
Clorox,2025,9.37203166226913

Answer: 0.3008
Question: Over 2023-2025, what is the ratio of Tyson Foods to Entergy for the minimum of Receivables Turnover? (Use the average of beginning and ending trade receivables) 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 Trade Receivables
Data:
corporate,year,Revenue,TradeReceivables
Tyson Foods,2022,53282000000.0,2577000000.0
Tyson Foods,2023,52881000000.0,2476000000.0
Tyson Foods,2024,53309000000.0,2406000000.0
Tyson Foods,2025,54441000000.0,2524000000.0
Entergy,2022,13764237000.0,1495257000.0
Entergy,2023,12147412000.0,1393455000.0
Entergy,2024,11879653000.0,1390399000.0
Entergy,2025,12946686000.0,1470232000.0

Indicator data:
corporate,year,Receivables Turnover
Entergy,2023,8.410261736026298
Entergy,2024,8.53468105726809
Entergy,2025,9.051629518102825
Tyson Foods,2023,20.930536315060362
Tyson Foods,2024,21.83900040966817
Tyson Foods,2025,22.085598377281947

Answer: 2.4887
Question: Calculate the minimum of Receivables Turnover for Uber and Aptiv separately from 2022 to 2024, and compute the ratio of Uber to Aptiv. (Use the average of beginning and ending trade receivables) 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 Trade Receivables
Data:
corporate,year,Revenue,TradeReceivables
Uber,2021,17455000000.0,2439000000.0
Uber,2022,31877000000.0,2779000000.0
Uber,2023,37281000000.0,3404000000.0
Uber,2024,43978000000.0,3333000000.0
Aptiv,2021,15618000000.0,2784000000.0
Aptiv,2022,17489000000.0,3433000000.0
Aptiv,2023,20051000000.0,3546000000.0
Aptiv,2024,19713000000.0,3261000000.0

Indicator data:
corporate,year,Receivables Turnover
Aptiv,2022,5.626186263471127
Aptiv,2023,5.746095429144576
Aptiv,2024,5.791978845306303
Uber,2022,12.218091222690687
Uber,2023,12.059194565744784
Uber,2024,13.055662757904111

Answer: 2.1434
Question: Comparing the maximum of Payables Turnover from 2023 to 2025, what is the ratio of Abbott Laboratories to Labcorp? (Use the average of beginning and ending trade payables) 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: COGS / Average Trade Payables
Data:
corporate,year,CostOfGoodsAndServicesSold,TradePayables
Abbott Laboratories,2022,19142000000.0,4607000000.0
Abbott Laboratories,2023,17975000000.0,4295000000.0
Abbott Laboratories,2024,18706000000.0,4195000000.0
Abbott Laboratories,2025,19319000000.0,4240000000.0
Labcorp,2022,10491700000.0,934800000.0
Labcorp,2023,8796700000.0,827500000.0
Labcorp,2024,9384500000.0,875800000.0
Labcorp,2025,9939200000.0,840800000.0

Indicator data:
corporate,year,Payables Turnover
Abbott Laboratories,2023,4.038418332958885
Abbott Laboratories,2024,4.4065959952885745
Abbott Laboratories,2025,4.58067575577949
Labcorp,2023,9.983203767803438
Labcorp,2024,11.019198027358657
Labcorp,2025,11.580100198065944

Answer: 0.3956
Question: What is the ratio of EPAM Systems to Masco in terms of the maximum of Payables Turnover from 2017 to 2019? (Use the average of beginning and ending trade payables) 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: COGS / Average Trade Payables
Data:
corporate,year,CostOfGoodsAndServicesSold,TradePayables
EPAM Systems,2016,737186000.0,3213000.0
EPAM Systems,2017,921352000.0,5574000.0
EPAM Systems,2018,1186921000.0,7444000.0
EPAM Systems,2019,1488198000.0,7831000.0
Masco,2016,4901000000.0,800000000.0
Masco,2017,5033000000.0,824000000.0
Masco,2018,5670000000.0,926000000.0
Masco,2019,4336000000.0,697000000.0

Indicator data:
corporate,year,Payables Turnover
EPAM Systems,2017,209.70797769432116
EPAM Systems,2018,182.3507451221386
EPAM Systems,2019,194.8540752864157
Masco,2017,6.198275862068965
Masco,2018,6.48
Masco,2019,5.343191620455946

Answer: 32.3623
Question: From 2021 to 2025, how does the maximum of Payables Turnover for ON Semiconductor compare to Amcor as a ratio? (Use the average of beginning and ending trade payables) 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: COGS / Average Trade Payables
Data:
corporate,year,CostOfGoodsAndServicesSold,TradePayables
ON Semiconductor,2020,3539200000.0,572900000.0
ON Semiconductor,2021,4025500000.0,635100000.0
ON Semiconductor,2022,4249000000.0,852100000.0
ON Semiconductor,2023,4369500000.0,725600000.0
ON Semiconductor,2024,3866200000.0,574500000.0
ON Semiconductor,2025,4011500000.0,572300000.0
Amcor,2020,9932000000.0,2170800000.0
Amcor,2021,10129000000.0,2574000000.0
Amcor,2022,11724000000.0,3073000000.0
Amcor,2023,11969000000.0,2690000000.0
Amcor,2024,10928000000.0,2580000000.0
Amcor,2025,12175000000.0,3490000000.0

Indicator data:
corporate,year,Payables Turnover
Amcor,2021,4.269516101837802
Amcor,2022,4.15229325305472
Amcor,2023,4.153739371854937
Amcor,2024,4.147248576850095
Amcor,2025,4.011532125205931
ON Semiconductor,2021,6.664735099337748
ON Semiconductor,2022,5.714093598708983
ON Semiconductor,2023,5.539075869937251
ON Semiconductor,2024,5.947542496731021
ON Semiconductor,2025,6.9959888385071505

Answer: 1.6386
Question: Over 2022-2024, what is the ratio of Snap-on to Dollar Tree for the minimum of Payables Turnover? (Use the average of beginning and ending trade payables) 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: COGS / Average Trade Payables
Data:
corporate,year,CostOfGoodsAndServicesSold,TradePayables
Snap-on,2021,2218900000.0,277600000.0
Snap-on,2022,2395400000.0,287000000.0
Snap-on,2023,2488700000.0,238000000.0
Snap-on,2024,2329500000.0,265900000.0
Dollar Tree,2021,18583900000.0,1884200000.0
Dollar Tree,2022,19396300000.0,1899800000.0
Dollar Tree,2023,21272000000.0,2063800000.0
Dollar Tree,2024,11284100000.0,1705800000.0

Indicator data:
corporate,year,Payables Turnover
Dollar Tree,2022,10.251744186046512
Dollar Tree,2023,10.7336764557473
Dollar Tree,2024,5.986895161290323
Snap-on,2022,8.485299326957138
Snap-on,2023,9.480761904761906
Snap-on,2024,9.245882119468149

Answer: 1.4173
Question: Calculate the average of Payables Turnover for Visa Inc. and Dell Technologies separately from 2020 to 2024, and compute the ratio of Visa Inc. to Dell Technologies. (Use the average of beginning and ending trade payables) 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: COGS / Average Trade Payables
Data:
corporate,year,CostOfGoodsAndServicesSold,TradePayables
Visa Inc.,2019,3444000000.0,156000000.0
Visa Inc.,2020,3785000000.0,174000000.0
Visa Inc.,2021,4240000000.0,266000000.0
Visa Inc.,2022,4990000000.0,340000000.0
Visa Inc.,2023,5831000000.0,375000000.0
Visa Inc.,2024,6264000000.0,479000000.0
Dell Technologies,2019,63221000000.0,20065000000.0
Dell Technologies,2020,64807000000.0,21696000000.0
Dell Technologies,2021,79306000000.0,27143000000.0
Dell Technologies,2022,79615000000.0,18598000000.0
Dell Technologies,2023,67556000000.0,19389000000.0
Dell Technologies,2024,74317000000.0,20832000000.0

Indicator data:
corporate,year,Payables Turnover
Dell Technologies,2020,3.103709202365844
Dell Technologies,2021,3.24765044329327
Dell Technologies,2022,3.4811219693491617
Dell Technologies,2023,3.5567957459130755
Dell Technologies,2024,3.6954327341438553
Visa Inc.,2020,22.939393939393938
Visa Inc.,2021,19.272727272727273
Visa Inc.,2022,16.46864686468647
Visa Inc.,2023,16.31048951048951
Visa Inc.,2024,14.669789227166277

Answer: 5.248
Question: Comparing the average of Total Asset Turnover from 2020 to 2024, what is the ratio of Kraft Heinz to Charter Communications? (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
Kraft Heinz,2019,24977000000.0,101450000000.0
Kraft Heinz,2020,26185000000.0,99830000000.0
Kraft Heinz,2021,26042000000.0,93394000000.0
Kraft Heinz,2022,26485000000.0,90513000000.0
Kraft Heinz,2023,26640000000.0,90339000000.0
Kraft Heinz,2024,25846000000.0,88287000000.0
Charter Communications,2019,45764000000.0,148188000000.0
Charter Communications,2020,48097000000.0,144206000000.0
Charter Communications,2021,51682000000.0,142491000000.0
Charter Communications,2022,54022000000.0,144523000000.0
Charter Communications,2023,54607000000.0,147193000000.0
Charter Communications,2024,55085000000.0,150020000000.0

Indicator data:
corporate,year,Total Asset Turnover
Charter Communications,2020,0.32898759892473856
Charter Communications,2021,0.36053394350132717
Charter Communications,2022,0.3764415673103054
Charter Communications,2023,0.3743846755063144
Charter Communications,2024,0.3706769219381386
Kraft Heinz,2020,0.26018481717011127
Kraft Heinz,2021,0.269552436550325
Kraft Heinz,2022,0.2880260131479498
Kraft Heinz,2023,0.29460553380664856
Kraft Heinz,2024,0.2893867634051034

Answer: 0.774
Question: What is the ratio of Aon plc to Jacobs Solutions in terms of the maximum of Total Asset Turnover from 2017 to 2021? (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
Aon plc,2016,11627000000.0,26615000000.0
Aon plc,2017,9998000000.0,26088000000.0
Aon plc,2018,10770000000.0,26422000000.0
Aon plc,2019,11013000000.0,29405000000.0
Aon plc,2020,11066000000.0,32114000000.0
Aon plc,2021,12193000000.0,31917000000.0
Jacobs Solutions,2016,10964157000.0,7360022000.0
Jacobs Solutions,2017,10022788000.0,7380859000.0
Jacobs Solutions,2018,14984646000.0,12645795000.0
Jacobs Solutions,2019,12737868000.0,11462711000.0
Jacobs Solutions,2020,13566975000.0,12354353000.0
Jacobs Solutions,2021,14092632000.0,14632609000.0

Indicator data:
corporate,year,Total Asset Turnover
Aon plc,2017,0.37940914179458474
Aon plc,2018,0.41020757950866504
Aon plc,2019,0.3945402762104358
Aon plc,2020,0.35975877371218645
Aon plc,2021,0.3808467773422249
Jacobs Solutions,2017,1.3598628195967393
Jacobs Solutions,2018,1.496470254092371
Jacobs Solutions,2019,1.0567115191625727
Jacobs Solutions,2020,1.1392651084113474
Jacobs Solutions,2021,1.0444029972695703

Answer: 0.2741
Question: From 2019 to 2023, how does the CAGR of Total Asset Turnover for Dominion Energy compare to CSX Corporation as a ratio? (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
Dominion Energy,2018,13366000000.0,77914000000.0
Dominion Energy,2019,16572000000.0,103823000000.0
Dominion Energy,2020,14172000000.0,95905000000.0
Dominion Energy,2021,13964000000.0,99590000000.0
Dominion Energy,2022,17174000000.0,104243000000.0
Dominion Energy,2023,14393000000.0,109032000000.0
CSX Corporation,2018,12250000000.0,36729000000.0
CSX Corporation,2019,11937000000.0,38257000000.0
CSX Corporation,2020,10583000000.0,39793000000.0
CSX Corporation,2021,12522000000.0,40531000000.0
CSX Corporation,2022,14853000000.0,41912000000.0
CSX Corporation,2023,14657000000.0,42408000000.0

Indicator data:
corporate,year,Total Asset Turnover
CSX Corporation,2019,0.31837943082708775
CSX Corporation,2020,0.2711851377322229
CSX Corporation,2021,0.31178726159055825
CSX Corporation,2022,0.3603216767948765
CSX Corporation,2023,0.3476518026565465
Dominion Energy,2019,0.1823734297363773
Dominion Energy,2020,0.1419130016822879
Dominion Energy,2021,0.14285787360290544
Dominion Energy,2022,0.1685104963376882
Dominion Energy,2023,0.13497128120970578

Answer: -3.2603
Question: Over 2019-2023, what is the ratio of Regeneron Pharmaceuticals to Emerson Electric for the CAGR of Total Asset Turnover? (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
Regeneron Pharmaceuticals,2018,6710800000.0,11734500000.0
Regeneron Pharmaceuticals,2019,7863400000.0,14805200000.0
Regeneron Pharmaceuticals,2020,8497100000.0,17163300000.0
Regeneron Pharmaceuticals,2021,16071700000.0,25434800000.0
Regeneron Pharmaceuticals,2022,12172900000.0,29214500000.0
Regeneron Pharmaceuticals,2023,13117200000.0,33080200000.0
Emerson Electric,2018,17408000000.0,20390000000.0
Emerson Electric,2019,18372000000.0,20497000000.0
Emerson Electric,2020,16785000000.0,22882000000.0
Emerson Electric,2021,18236000000.0,24715000000.0
Emerson Electric,2022,19629000000.0,35672000000.0
Emerson Electric,2023,15165000000.0,42746000000.0

Indicator data:
corporate,year,Total Asset Turnover
Emerson Electric,2019,0.8986719495194071
Emerson Electric,2020,0.7738767606445515
Emerson Electric,2021,0.7662667815198437
Emerson Electric,2022,0.6501068110686075
Emerson Electric,2023,0.3867734448723507
Regeneron Pharmaceuticals,2019,0.5925764044054755
Regeneron Pharmaceuticals,2020,0.5315920359103492
Regeneron Pharmaceuticals,2021,0.7545735607926175
Regeneron Pharmaceuticals,2022,0.44549152505155604
Regeneron Pharmaceuticals,2023,0.4211337401095117

Answer: 0.4306
Question: Calculate the minimum of Total Asset Turnover for Fastenal and CDW Corporation separately from 2018 to 2022, and compute the ratio of Fastenal to CDW Corporation. (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
Fastenal,2017,4390500000.0,2910500000.0
Fastenal,2018,4965100000.0,3321500000.0
Fastenal,2019,5333700000.0,3799900000.0
Fastenal,2020,5647300000.0,3964700000.0
Fastenal,2021,6010900000.0,4299000000.0
Fastenal,2022,6980600000.0,4548600000.0
CDW Corporation,2017,15191500000.0,6956600000.0
CDW Corporation,2018,16240500000.0,7167700000.0
CDW Corporation,2019,18032400000.0,7999400000.0
CDW Corporation,2020,18467500000.0,9344700000.0
CDW Corporation,2021,20820800000.0,13199400000.0
CDW Corporation,2022,23748700000.0,13131500000.0

Indicator data:
corporate,year,Total Asset Turnover
CDW Corporation,2018,2.2996537881523333
CDW Corporation,2019,2.3778309630713848
CDW Corporation,2020,2.1295426110319937
CDW Corporation,2021,1.8471174276196434
CDW Corporation,2022,1.8038654204755629
Fastenal,2018,1.5934210526315788
Fastenal,2019,1.4979357991406184
Fastenal,2020,1.4546274115859155
Fastenal,2021,1.4547720754625653
Fastenal,2022,1.5779646457796466

Answer: 0.8064
Question: Comparing the average of Fixed Asset Turnover from 2023 to 2025, what is the ratio of Take-Two Interactive to Zimmer Biomet? (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
Take-Two Interactive,2022,5349900000.0,402800000.0
Take-Two Interactive,2023,5349600000.0,411100000.0
Take-Two Interactive,2024,5633600000.0,443800000.0
Take-Two Interactive,2025,6656400000.0,445400000.0
Zimmer Biomet,2022,6939900000.0,1872500000.0
Zimmer Biomet,2023,7394200000.0,2060400000.0
Zimmer Biomet,2024,7678600000.0,2048800000.0
Zimmer Biomet,2025,8231500000.0,2207100000.0

Indicator data:
corporate,year,Fixed Asset Turnover
Take-Two Interactive,2023,13.145595281975673
Take-Two Interactive,2024,13.179553164112761
Take-Two Interactive,2025,14.97165991902834
Zimmer Biomet,2023,3.7601769686490885
Zimmer Biomet,2024,3.73727246179305
Zimmer Biomet,2025,3.8682769801922037

Answer: 3.6335
Question: What is the ratio of Allegion to Royal Caribbean Group in terms of the minimum of Fixed Asset Turnover from 2018 to 2020? (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
Allegion,2017,2408200000.0,252200000.0
Allegion,2018,2731700000.0,276700000.0
Allegion,2019,2854000000.0,291400000.0
Allegion,2020,2719900000.0,294900000.0
Royal Caribbean Group,2017,8777845000.0,19735180000.0
Royal Caribbean Group,2018,9493849000.0,23466163000.0
Royal Caribbean Group,2019,10950661000.0,25466808000.0
Royal Caribbean Group,2020,2208805000.0,25246595000.0

Indicator data:
corporate,year,Fixed Asset Turnover
Allegion,2018,10.329740971828324
Allegion,2019,10.047526843865517
Allegion,2020,9.278185229404741
Royal Caribbean Group,2018,0.43951638262727155
Royal Caribbean Group,2019,0.44757801442303596
Royal Caribbean Group,2020,0.08710931900980891

Answer: 106.512
Question: From 2017 to 2019, how does the average of Fixed Asset Turnover for Equity Residential compare to Zoetis as a ratio? (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
Equity Residential,2016,2425800000.0,5899862000.0
Equity Residential,2017,2471406000.0,5996024000.0
Equity Residential,2018,2578434000.0,5875803000.0
Equity Residential,2019,2701075000.0,5936188000.0
Zoetis,2016,4888000000.0,1381000000.0
Zoetis,2017,5307000000.0,1435000000.0
Zoetis,2018,5825000000.0,1658000000.0
Zoetis,2019,6260000000.0,1940000000.0

Indicator data:
corporate,year,Fixed Asset Turnover
Equity Residential,2017,0.4155059993009348
Equity Residential,2018,0.43437863439216223
Equity Residential,2019,0.4573445746783925
Zoetis,2017,3.7691761363636362
Zoetis,2018,3.7665696734561913
Zoetis,2019,3.4797109505280712

Answer: 0.1187
Question: Over 2019-2021, what is the ratio of JPMorgan Chase to Digital Realty for the maximum of Fixed Asset Turnover? (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
JPMorgan Chase,2018,12059000000.0,14934000000.0
JPMorgan Chase,2019,14018000000.0,25813000000.0
JPMorgan Chase,2020,18021000000.0,27109000000.0
JPMorgan Chase,2021,16304000000.0,27070000000.0
Digital Realty,2018,3046478000.0,175108000.0
Digital Realty,2019,3209241000.0,1287109000.0
Digital Realty,2020,3903609000.0,1148158000.0
Digital Realty,2021,4427882000.0,1807689000.0

Indicator data:
corporate,year,Fixed Asset Turnover
Digital Realty,2019,4.389555038684409
Digital Realty,2020,3.205898162295962
Digital Realty,2021,2.996015693640435
JPMorgan Chase,2019,0.68805065403588
JPMorgan Chase,2020,0.6810400211632214
JPMorgan Chase,2021,0.601856807988335

Answer: 0.1567
Question: Calculate the minimum of Fixed Asset Turnover for Amgen and Constellation Energy separately from 2022 to 2024, and compute the ratio of Amgen to Constellation Energy. (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
Amgen,2021,25979000000.0,5184000000.0
Amgen,2022,26323000000.0,5427000000.0
Amgen,2023,28190000000.0,5941000000.0
Amgen,2024,33424000000.0,6543000000.0
Constellation Energy,2021,55588000000.0,19612000000.0
Constellation Energy,2022,24440000000.0,19822000000.0
Constellation Energy,2023,24918000000.0,22116000000.0
Constellation Energy,2024,23568000000.0,21235000000.0

Indicator data:
corporate,year,Fixed Asset Turnover
Amgen,2022,4.961455093770615
Amgen,2023,4.959535538353272
Amgen,2024,5.354694008330664
Constellation Energy,2022,1.239539483694274
Constellation Energy,2023,1.1883256235395108
Constellation Energy,2024,1.0873105580032756

Answer: 4.5613
Question: Comparing the maximum of Working Capital Turnover from 2022 to 2024, what is the ratio of Dayforce to Kimberly-Clark? (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
Dayforce,2021,1024200000.0,4144100000.0,3741900000.0
Dayforce,2022,1246200000.0,4894000000.0,4533500000.0
Dayforce,2023,1513700000.0,5955200000.0,5334900000.0
Dayforce,2024,1760000000.0,5983500000.0,5314800000.0
Kimberly-Clark,2021,19440000000.0,5565000000.0,6749000000.0
Kimberly-Clark,2022,20175000000.0,5729000000.0,7334000000.0
Kimberly-Clark,2023,20431000000.0,5703000000.0,6930000000.0
Kimberly-Clark,2024,20058000000.0,5580000000.0,7004000000.0

Indicator data:
corporate,year,Working Capital Turnover
Dayforce,2022,3.2678641667759276
Dayforce,2023,3.086663947797716
Dayforce,2024,2.730799069045772
Kimberly-Clark,2022,-14.467551093581928
Kimberly-Clark,2023,-14.42867231638418
Kimberly-Clark,2024,-15.132402866842702

Answer: -0.2265
Question: What is the ratio of Pinnacle West Capital to Tyler Technologies in terms of the minimum of Working Capital Turnover from 2018 to 2022? (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
Pinnacle West Capital,2017,3565296000.0,1016288000.0,1197852000.0
Pinnacle West Capital,2018,3691247000.0,924991000.0,1648964000.0
Pinnacle West Capital,2019,3471209000.0,1030030000.0,2078365000.0
Pinnacle West Capital,2020,3586982000.0,1198319000.0,1360433000.0
Pinnacle West Capital,2021,3803835000.0,1551100000.0,1756869000.0
Pinnacle West Capital,2022,4324385000.0,1750554000.0,1762141000.0
Tyler Technologies,2017,840662000.0,496800000.0,382310000.0
Tyler Technologies,2018,935282000.0,518858000.0,423902000.0
Tyler Technologies,2019,1086427000.0,679697000.0,509093000.0
Tyler Technologies,2020,1116663000.0,1113070000.0,564277000.0
Tyler Technologies,2021,1592287000.0,964331000.0,829501000.0
Tyler Technologies,2022,1850204000.0,847242000.0,889695000.0

Indicator data:
corporate,year,Working Capital Turnover
Pinnacle West Capital,2018,-8.15261441553465
Pinnacle West Capital,2019,-3.9171622539648863
Pinnacle West Capital,2020,-5.926696622492976
Pinnacle West Capital,2021,-20.679591065637716
Pinnacle West Capital,2022,-39.790804026573916
Tyler Technologies,2018,8.931008469963619
Tyler Technologies,2019,8.182158457599035
Tyler Technologies,2020,3.1044416365372665
Tyler Technologies,2021,4.658377497538848
Tyler Technologies,2022,40.05767669441528

Answer: -12.8174
Question: From 2018 to 2020, how does the average of Working Capital Turnover for Comcast compare to Waste Management as a ratio? (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
Comcast,2017,84526000000.0,16060000000.0,21561000000.0
Comcast,2018,94507000000.0,21848000000.0,27603000000.0
Comcast,2019,108942000000.0,25392000000.0,30292000000.0
Comcast,2020,103564000000.0,26741000000.0,28796000000.0
Waste Management,2017,14485000000.0,2624000000.0,3262000000.0
Waste Management,2018,14914000000.0,2645000000.0,3108000000.0
Waste Management,2019,15455000000.0,6209000000.0,3144000000.0
Waste Management,2020,15218000000.0,3540000000.0,3553000000.0

Indicator data:
corporate,year,Working Capital Turnover
Comcast,2018,-16.79228855721393
Comcast,2019,-20.448991083998123
Comcast,2020,-29.78116462976276
Waste Management,2018,-27.091734786557677
Waste Management,2019,11.879323597232897
Waste Management,2020,9.972477064220184

Answer: 12.7907
Question: Over 2017-2021, what is the ratio of Moody's Corporation to Campbell's Company (The) for the average of Working Capital Turnover? (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
Moody's Corporation,2016,3604200000.0,3253100000.0,2428200000.0
Moody's Corporation,2017,4204100000.0,2580600000.0,2063300000.0
Moody's Corporation,2018,4442700000.0,3386900000.0,2098500000.0
Moody's Corporation,2019,4829000000.0,3679000000.0,1912000000.0
Moody's Corporation,2020,5371000000.0,4509000000.0,2222000000.0
Moody's Corporation,2021,6218000000.0,4011000000.0,2496000000.0
Campbell's Company (The),2016,7961000000.0,1908000000.0,2555000000.0
Campbell's Company (The),2017,7890000000.0,1900000000.0,2395000000.0
Campbell's Company (The),2018,8685000000.0,2296000000.0,3594000000.0
Campbell's Company (The),2019,8107000000.0,1967000000.0,3385000000.0
Campbell's Company (The),2020,8691000000.0,2385000000.0,3075000000.0
Campbell's Company (The),2021,8476000000.0,1695000000.0,1814000000.0

Indicator data:
corporate,year,Working Capital Turnover
Campbell's Company (The),2017,-13.81786339754816
Campbell's Company (The),2018,-9.687674288901283
Campbell's Company (The),2019,-5.9698085419734905
Campbell's Company (The),2020,-8.24573055028463
Campbell's Company (The),2021,-20.95426452410383
Moody's Corporation,2017,6.264491133959171
Moody's Corporation,2018,4.920750955308191
Moody's Corporation,2019,3.1609609216469203
Moody's Corporation,2020,2.649728663048841
Moody's Corporation,2021,3.2709100473435035

Answer: -0.3454
Question: Calculate the minimum of Working Capital Turnover for Cooper Companies (The) and Brown & Brown separately from 2021 to 2025, and compute the ratio of Cooper Companies (The) to Brown & Brown. (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
Cooper Companies (The),2020,2430900000.0,1274200000.0,1004400000.0
Cooper Companies (The),2021,2922500000.0,1465300000.0,732100000.0
Cooper Companies (The),2022,3308400000.0,1533600000.0,1280200000.0
Cooper Companies (The),2023,3593200000.0,1704900000.0,969000000.0
Cooper Companies (The),2024,3895400000.0,1951500000.0,1022800000.0
Cooper Companies (The),2025,4092400000.0,2106400000.0,1112800000.0
Brown & Brown,2020,2613375000.0,2958249000.0,2354352000.0
Brown & Brown,2021,3051398000.0,3330284000.0,2667366000.0
Brown & Brown,2022,3573400000.0,4996000000.0,4596600000.0
Brown & Brown,2023,4257100000.0,5129900000.0,4956900000.0
Brown & Brown,2024,4805000000.0,6924000000.0,6314000000.0
Brown & Brown,2025,5902000000.0,8614000000.0,8294000000.0

Indicator data:
corporate,year,Working Capital Turnover
Brown & Brown,2021,4.817432695381725
Brown & Brown,2022,6.727552390150596
Brown & Brown,2023,14.87456324248777
Brown & Brown,2024,12.27330779054917
Brown & Brown,2025,12.69247311827957
Cooper Companies (The),2021,5.827517447657029
Cooper Companies (The),2022,6.706669369551997
Cooper Companies (The),2023,7.264126149802891
Cooper Companies (The),2024,4.680283551603989
Cooper Companies (The),2025,4.257816157727722

Answer: 0.8838
Question: Comparing the maximum of Current Ratio from 2019 to 2021, what is the ratio of Keurig Dr Pepper to MSCI Inc.? 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
Keurig Dr Pepper,2019,2273000000.0,6474000000.0
Keurig Dr Pepper,2020,2388000000.0,7694000000.0
Keurig Dr Pepper,2021,3057000000.0,6485000000.0
MSCI Inc.,2019,2081777000.0,900786000.0
MSCI Inc.,2020,1925598000.0,1021769000.0
MSCI Inc.,2021,2143410000.0,1250937000.0

Indicator data:
corporate,year,Current Ratio
Keurig Dr Pepper,2019,0.35109669447018843
Keurig Dr Pepper,2020,0.31037171822199117
Keurig Dr Pepper,2021,0.47139552814186586
MSCI Inc.,2019,2.311067223513687
MSCI Inc.,2020,1.884572736107672
MSCI Inc.,2021,1.7134436026754345

Answer: 0.204
Question: What is the ratio of Republic Services to Cigna in terms of the average of Current Ratio 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: Current Assets / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Republic Services,2020,1521800000.0,2282000000.0
Republic Services,2021,1710800000.0,2415600000.0
Republic Services,2022,2357100000.0,3390700000.0
Republic Services,2023,2381000000.0,4228300000.0
Republic Services,2024,2406000000.0,4128000000.0
Cigna,2020,27799000000.0,36022000000.0
Cigna,2021,36134000000.0,43572000000.0
Cigna,2022,30120000000.0,41229000000.0
Cigna,2023,37351000000.0,48716000000.0
Cigna,2024,48870000000.0,57979000000.0

Indicator data:
corporate,year,Current Ratio
Cigna,2020,0.7717228360446394
Cigna,2021,0.8292940420453502
Cigna,2022,0.7305537364476461
Cigna,2023,0.7667090894162082
Cigna,2024,0.8428913917107919
Republic Services,2020,0.6668711656441718
Republic Services,2021,0.7082298393773804
Republic Services,2022,0.6951661898722977
Republic Services,2023,0.563110469928813
Republic Services,2024,0.5828488372093024

Answer: 0.8161
Question: From 2020 to 2022, how does the maximum of Current Ratio for Trimble Inc. compare to PTC 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: Current Assets / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Trimble Inc.,2020,1281400000.0,1311300000.0
Trimble Inc.,2021,1450600000.0,1188600000.0
Trimble Inc.,2022,1518200000.0,1462100000.0
PTC Inc.,2020,833447000.0,680760000.0
PTC Inc.,2021,1073010000.0,779282000.0
PTC Inc.,2022,1068657000.0,792258000.0

Indicator data:
corporate,year,Current Ratio
PTC Inc.,2020,1.2242890299077502
PTC Inc.,2021,1.3769213198816346
PTC Inc.,2022,1.348874987693403
Trimble Inc.,2020,0.9771982002592847
Trimble Inc.,2021,1.2204273935722698
Trimble Inc.,2022,1.038369468572601

Answer: 0.8863
Question: Over 2022-2024, what is the ratio of Biogen to Cintas for the average of Current 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: Current Assets / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Biogen,2022,9791200000.0,3272800000.0
Biogen,2023,6859300000.0,3434300000.0
Biogen,2024,7456800000.0,5528800000.0
Cintas,2022,2631983000.0,1432890000.0
Cintas,2023,2938459000.0,1230062000.0
Cintas,2024,3185207000.0,1828519000.0

Indicator data:
corporate,year,Current Ratio
Biogen,2022,2.9916890735761426
Biogen,2023,1.997292024575605
Biogen,2024,1.3487194327883085
Cintas,2022,1.8368353467467844
Cintas,2023,2.3888706422928276
Cintas,2024,1.7419600233850454

Answer: 1.062
Question: Calculate the average of Current Ratio for Lululemon Athletica and Paycom separately from 2019 to 2021, and compute the ratio of Lululemon Athletica to Paycom. 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
Lululemon Athletica,2019,1807938000.0,620418000.0
Lululemon Athletica,2020,2124379000.0,883178000.0
Lululemon Athletica,2021,2614853000.0,1405334000.0
Paycom,2019,1871100000.0,1753522000.0
Paycom,2020,1864605000.0,1718030000.0
Paycom,2021,2252038000.0,1990410000.0

Indicator data:
corporate,year,Current Ratio
Lululemon Athletica,2019,2.914064388847519
Lululemon Athletica,2020,2.4053803423545426
Lululemon Athletica,2021,1.8606630167632747
Paycom,2019,1.0670524806646282
Paycom,2020,1.0853157395388904
Paycom,2021,1.1314442753000638

Answer: 2.1865
Question: Comparing the maximum of Quick Ratio from 2016 to 2020, what is the ratio of Seagate Technology to Emcor? 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
Seagate Technology,2016,3533000000.0,2249000000.0,868000000.0
Seagate Technology,2017,5041000000.0,2626000000.0,982000000.0
Seagate Technology,2018,4310000000.0,3190000000.0,1053000000.0
Seagate Technology,2019,4363000000.0,2232000000.0,970000000.0
Seagate Technology,2020,4114000000.0,2722000000.0,1142000000.0
Emcor,2016,2210847000.0,1511774000.0,37426000.0
Emcor,2017,2284509000.0,1650952000.0,42724000.0
Emcor,2018,2386207000.0,1734398000.0,42321000.0
Emcor,2019,2659883000.0,1938610000.0,40446000.0
Emcor,2020,3120936000.0,2163232000.0,53338000.0

Indicator data:
corporate,year,Quick Ratio
Emcor,2016,1.4376626400506953
Emcor,2017,1.3578741235359961
Emcor,2018,1.3514118443402263
Emcor,2019,1.3511933808244052
Emcor,2020,1.4180624177157142
Seagate Technology,2016,1.1849710982658959
Seagate Technology,2017,1.5456968773800457
Seagate Technology,2018,1.0210031347962383
Seagate Technology,2019,1.5201612903225807
Seagate Technology,2020,1.091844232182219

Answer: 1.0751
Question: What is the ratio of Monster Beverage to Dow Inc. in terms of the maximum of Quick Ratio 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: (Current Assets - Inventory) / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Monster Beverage,2023,5588996000.0,1161689000.0,971406000.0
Monster Beverage,2024,3641504000.0,1097519000.0,737107000.0
Monster Beverage,2025,5361084000.0,1447780000.0,799623000.0
Dow Inc.,2023,17614000000.0,9957000000.0,6076000000.0
Dow Inc.,2024,16590000000.0,10288000000.0,6544000000.0
Dow Inc.,2025,18062000000.0,9183000000.0,6595000000.0

Indicator data:
corporate,year,Quick Ratio
Dow Inc.,2023,1.1587827658933414
Dow Inc.,2024,0.9764774494556765
Dow Inc.,2025,1.2487204617227485
Monster Beverage,2023,3.9748934525505537
Monster Beverage,2024,2.64632958518258
Monster Beverage,2025,3.150658939894183

Answer: 3.1832
Question: From 2022 to 2024, how does the average of Quick Ratio for Procter & Gamble compare to Mettler Toledo 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: (Current Assets - Inventory) / Current Liabilities
Data:
corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Procter & Gamble,2022,21653000000.0,33081000000.0,6924000000.0
Procter & Gamble,2023,22648000000.0,35756000000.0,7073000000.0
Procter & Gamble,2024,24709000000.0,33627000000.0,7016000000.0
Mettler Toledo,2022,1375089000.0,1147731000.0,441694000.0
Mettler Toledo,2023,1230203000.0,1181082000.0,385865000.0
Mettler Toledo,2024,1193906000.0,1168193000.0,342274000.0

Indicator data:
corporate,year,Quick Ratio
Mettler Toledo,2022,0.813252408447624
Mettler Toledo,2023,0.7148851646202381
Mettler Toledo,2024,0.7290165238107059
Procter & Gamble,2022,0.44524047036062997
Procter & Gamble,2023,0.4355912294440094
Procter & Gamble,2024,0.5261545781663545

Answer: 0.6233