OpenFinArena/FinDeepIndicator huggingface dataset:
Question: Comparing American Electric Power's Cash Conversion Cycle year by year from 2019 to 2021, how many times did it decrease relative to the preceding year? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) 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: Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding
Data:
year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2018,5786500000.0,579600000.0,16195700000.0,1926500000.0,1874300000.0
2019,5106100000.0,640700000.0,15561400000.0,1705100000.0,2085800000.0
2020,4369700000.0,680600000.0,14918500000.0,1842700000.0,1709700000.0
2021,5466300000.0,681300000.0,16792000000.0,1941600000.0,2054600000.0

Indicator data:
year,Cash Conversion Cycle
2019,-55.33428891898855
2020,-59.93395775666609
2021,-39.07865648822583

Answer: 1.0
Question: Taking 2023 as the starting reference, how many year-over-year decreases occurred in Dover Corporation's Cash Conversion Cycle up to 2025? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) 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: Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding
Data:
year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2022,5444532000.0,1366608000.0,8508088000.0,1516871000.0,1068144000.0
2023,5353501000.0,1225452000.0,8438134000.0,1432040000.0,958542000.0
2024,4787288000.0,1144838000.0,7745909000.0,1354225000.0,848006000.0
2025,4874402000.0,1272784000.0,8092571000.0,1371352000.0,875678000.0

Indicator data:
year,Cash Conversion Cycle
2023,83.05257032397412
2024,87.13755533530447
2025,87.44735825895737

Answer: 0.0
Question: For Deckers Brands's Cash Conversion Cycle from 2018 to 2022, count the number of YoY increases between each consecutive pair of years. (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) 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: Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding
Data:
year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2017,971697000.0,299602000.0,1903339000.0,143704000.0,93939000.0
2018,980187000.0,278842000.0,2020437000.0,178602000.0,124974000.0
2019,1029016000.0,311620000.0,2132689000.0,185596000.0,147892000.0
2020,1171551000.0,278242000.0,2545641000.0,215718000.0,231632000.0
2021,1542788000.0,506796000.0,3150339000.0,302688000.0,327487000.0
2022,1801916000.0,532852000.0,3627286000.0,301511000.0,265605000.0

Indicator data:
year,Cash Conversion Cycle
2018,96.05363566596216
2019,87.49230269920214
2020,61.53637001046381
2021,56.75588815581402
2022,75.62679848611367

Answer: 1.0
Question: Calculate the Inventory Turnover of Revvity from 2018 to 2020 and make a year-over-year comparison. How many times was there a YoY increase? (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:
year,CostOfGoodsAndServicesSold,Inventories
2017,708685000.0,351675000.0
2018,1437057000.0,338347000.0
2019,1487618000.0,356937000.0
2020,1672868000.0,514567000.0

Indicator data:
year,Inventory Turnover
2018,4.165249803629449
2019,4.279166498869527
2020,3.83903688336485

Answer: 1.0
Question: Within the 2020–2024 window, how many times did Ecolab's Inventory Turnover increase from one year to the next? (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:
year,CostOfGoodsAndServicesSold,Inventories
2019,8723400000.0,1505600000.0
2020,6905800000.0,1285200000.0
2021,7615800000.0,1491800000.0
2022,8831000000.0,1792800000.0
2023,9154900000.0,1497200000.0
2024,8899700000.0,1464900000.0

Indicator data:
year,Inventory Turnover
2020,4.948975204242511
2021,5.484911775297083
2022,5.377214881568532
2023,5.5652887537993925
2024,6.009047635123729

Answer: 3.0
Question: Comparing Illinois Tool Works's Inventory Turnover year by year from 2023 to 2025, how many times did it increase relative to the preceding year? (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:
year,CostOfGoodsAndServicesSold,Inventories
2022,9429000000.0,2054000000.0
2023,9316000000.0,1707000000.0
2024,8858000000.0,1605000000.0
2025,8969000000.0,1659000000.0

Indicator data:
year,Inventory Turnover
2023,4.954001595320394
2024,5.349033816425121
2025,5.495710784313726

Answer: 2.0
Question: Taking 2018 as the starting reference, how many year-over-year increases occurred in GE Aerospace's Inventory Turnover up to 2022? (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:
year,CostOfGoodsAndServicesSold,Inventories
2017,64328000000.0,21923000000.0
2018,92671000000.0,19271000000.0
2019,70029000000.0,14104000000.0
2020,60421000000.0,15890000000.0
2021,53896000000.0,15847000000.0
2022,55535000000.0,17403000000.0

Indicator data:
year,Inventory Turnover
2018,4.499247463222799
2019,4.196494382022472
2020,4.028872441154897
2021,3.396414279862621
2022,3.340451127819549

Answer: 0.0
Question: For Tesla's Inventory Turnover from 2020 to 2024, count the number of YoY increases between each consecutive pair of years. (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:
year,CostOfGoodsAndServicesSold,Inventories
2019,20509000000.0,3552000000.0
2020,24906000000.0,4101000000.0
2021,40217000000.0,5757000000.0
2022,60609000000.0,12839000000.0
2023,79113000000.0,13626000000.0
2024,80240000000.0,12017000000.0

Indicator data:
year,Inventory Turnover
2020,6.5088200705605646
2021,8.15926151349158
2022,6.51849860184986
2023,5.978688834309465
2024,6.258238115665094

Answer: 2.0
Question: Calculate the Receivables Turnover of Match Group from 2019 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? (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:
year,Revenue,TradeReceivables
2018,4262892000.0,279189000.0
2019,4757055000.0,298334000.0
2020,2391269000.0,137023000.0
2021,2983277000.0,188482000.0

Indicator data:
year,Receivables Turnover
2019,16.473993243559132
2020,10.98532468755527
2021,18.33014546627548

Answer: 1.0
Question: Within the 2022–2024 window, how many times did Merck & Co.'s Receivables Turnover decrease from one year to the next? (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:
year,Revenue,TradeReceivables
2021,48704000000.0,9230000000.0
2022,59283000000.0,9450000000.0
2023,60115000000.0,10349000000.0
2024,64168000000.0,10278000000.0

Indicator data:
year,Receivables Turnover
2022,6.347216274089936
2023,6.072528915601798
2024,6.22174819411451

Answer: 1.0
Question: Comparing Marathon Petroleum's Receivables Turnover year by year from 2019 to 2023, how many times did it decrease relative to the preceding year? (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:
year,Revenue,TradeReceivables
2018,95750000000.0,5853000000.0
2019,123949000000.0,7872000000.0
2020,69779000000.0,5760000000.0
2021,119983000000.0,11034000000.0
2022,177453000000.0,13477000000.0
2023,148379000000.0,11619000000.0

Indicator data:
year,Receivables Turnover
2019,18.06178506375228
2020,10.237529342723004
2021,14.288793616767894
2022,14.479458202439721
2023,11.824912336627351

Answer: 2.0
Question: Taking 2023 as the starting reference, how many year-over-year increases occurred in Martin Marietta Materials's Receivables Turnover up to 2025? (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:
year,Revenue,TradeReceivables
2022,6160700000.0,785900000.0
2023,6777200000.0,753300000.0
2024,6536000000.0,678000000.0
2025,6150000000.0,723000000.0

Indicator data:
year,Receivables Turnover
2023,8.806133056133056
2024,9.132956053936981
2025,8.779443254817988

Answer: 1.0
Question: For AT&T's Receivables Turnover from 2022 to 2024, count the number of YoY decreases between each consecutive pair of years. (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:
year,Revenue,TradeReceivables
2021,168864000000.0,17571000000.0
2022,120741000000.0,11466000000.0
2023,122428000000.0,10289000000.0
2024,122336000000.0,9638000000.0

Indicator data:
year,Receivables Turnover
2022,8.316354995350759
2023,11.255159733394622
2024,12.27841621920008

Answer: 0.0
Question: Calculate the Payables Turnover of Biogen from 2017 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? (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:
year,CostOfGoodsAndServicesSold,TradePayables
2016,1478700000.0,279800000.0
2017,1630000000.0,395500000.0
2018,1816300000.0,370500000.0
2019,1955400000.0,530800000.0
2020,1805200000.0,454900000.0
2021,2109700000.0,589200000.0

Indicator data:
year,Payables Turnover
2017,4.827484081149119
2018,4.742297650130548
2019,4.339065793853323
2020,3.6627777214162522
2021,4.041183794655685

Answer: 1.0
Question: Within the 2018–2022 window, how many times did International Paper's Payables Turnover increase from one year to the next? (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:
year,CostOfGoodsAndServicesSold,TradePayables
2017,15300000000.0,2458000000.0
2018,15555000000.0,2413000000.0
2019,15268000000.0,2423000000.0
2020,14373000000.0,2320000000.0
2021,13832000000.0,2606000000.0
2022,15143000000.0,2708000000.0

Indicator data:
year,Payables Turnover
2018,6.386778895504003
2019,6.314309346567411
2020,6.060721062618596
2021,5.615915550142103
2022,5.699284907790742

Answer: 1.0
Question: Comparing Electronic Arts's Payables Turnover year by year from 2020 to 2022, how many times did it decrease relative to the preceding year? (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:
year,CostOfGoodsAndServicesSold,TradePayables
2019,1369000000.0,68000000.0
2020,1494000000.0,96000000.0
2021,1859000000.0,101000000.0
2022,1792000000.0,99000000.0

Indicator data:
year,Payables Turnover
2020,18.21951219512195
2021,18.873096446700508
2022,17.92

Answer: 1.0
Question: Taking 2017 as the starting reference, how many year-over-year increases occurred in Synopsys's Payables Turnover up 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:
year,CostOfGoodsAndServicesSold,TradePayables
2016,542962000.0,401451000.0
2017,654184000.0,499846000.0
2018,735898000.0,578326000.0
2019,752946000.0,506459000.0

Indicator data:
year,Payables Turnover
2017,1.4516502329420824
2018,1.365084606166734
2019,1.3881939739210996

Answer: 1.0
Question: For Domino's's Payables Turnover from 2020 to 2022, count the number of YoY decreases between each consecutive pair of years. (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:
year,CostOfGoodsAndServicesSold,TradePayables
2019,2216275000.0,111101000.0
2020,2522918000.0,94499000.0
2021,2669131000.0,91547000.0
2022,2888552000.0,89715000.0

Indicator data:
year,Payables Turnover
2020,24.542003891050584
2021,28.69323715640218
2022,31.871567123831802

Answer: 0.0
Question: Calculate the Total Asset Turnover of DuPont from 2018 to 2020 and make a year-over-year comparison. How many times was there a YoY increase? (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:
year,Revenue,Assets
2017,62484000000.0,192164000000.0
2018,85977000000.0,188030000000.0
2019,21512000000.0,69396000000.0
2020,20397000000.0,70904000000.0

Indicator data:
year,Total Asset Turnover
2018,0.4522796256647922
2019,0.16713152517616714
2020,0.29076265146115465

Answer: 1.0
Question: Within the 2021–2025 window, how many times did Biogen's Total Asset Turnover increase from one year to the next? (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:
year,Revenue,Assets
2020,13444600000.0,24618900000.0
2021,10981700000.0,23877300000.0
2022,10173400000.0,24554100000.0
2023,9835600000.0,26844800000.0
2024,9675900000.0,28049300000.0
2025,9890600000.0,29439500000.0

Indicator data:
year,Total Asset Turnover
2021,0.45288909234125563
2022,0.42011587523796545
2023,0.3827163616341984
2024,0.35252968898296905
2025,0.3440878919024227

Answer: 0.0
Question: Comparing Tractor Supply's Total Asset Turnover year by year from 2017 to 2021, how many times did it increase relative to the preceding year? (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:
year,Revenue,Assets
2016,6779579000.0,2674942000.0
2017,7256382000.0,2868769000.0
2018,7911046000.0,3085262000.0
2019,8351931000.0,5289268000.0
2020,10620352000.0,7049116000.0
2021,12731105000.0,7767467000.0

Indicator data:
year,Total Asset Turnover
2017,2.6178788901513808
2018,2.6573748104435464
2019,1.9946029209997456
2020,1.721514259890112
2021,1.718494068436697

Answer: 1.0
Question: Taking 2022 as the starting reference, how many year-over-year decreases occurred in Rollins's Total Asset Turnover up to 2024? (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:
year,Revenue,Assets
2021,2424300000.0,1980870000.0
2022,2695823000.0,2122028000.0
2023,3073278000.0,2595460000.0
2024,3388708000.0,2819695000.0

Indicator data:
year,Total Asset Turnover
2022,1.3141067606360188
2023,1.3029298643684943
2024,1.2515645443205228

Answer: 2.0
Question: For Mettler Toledo's Total Asset Turnover from 2019 to 2023, count the number of YoY increases between each consecutive pair of years. (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:
year,Revenue,Assets
2018,2935586000.0,2618847000.0
2019,3008652000.0,2789321000.0
2020,3085177000.0,2814549000.0
2021,3717930000.0,3326798000.0
2022,3919709000.0,3492395000.0
2023,3788309000.0,3355555000.0

Indicator data:
year,Total Asset Turnover
2019,1.1126325957329728
2020,1.1010879981155879
2021,1.2107864935819455
2022,1.1496108117192165
2023,1.1064067348622582

Answer: 1.0
Question: Calculate the Fixed Asset Turnover of Wynn Resorts from 2018 to 2022 and make a year-over-year comparison. How many times was there a YoY increase? (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:
year,Revenue,PlantPropertyEquipmentNet
2017,6306368000.0,8498756000.0
2018,6717660000.0,9385920000.0
2019,6611099000.0,9623832000.0
2020,2095861000.0,9196644000.0
2021,3763664000.0,8765308000.0
2022,3756825000.0,6896060000.0

Indicator data:
year,Fixed Asset Turnover
2018,0.7512196474792163
2019,0.6955481586503601
2020,0.22272135943851792
2021,0.41907071124563744
2022,0.47975694077298997

Answer: 2.0
Question: Within the 2023–2025 window, how many times did PepsiCo's Fixed Asset Turnover increase from one year to the next? (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:
year,Revenue,PlantPropertyEquipmentNet
2022,86392000000.0,24291000000.0
2023,91471000000.0,27039000000.0
2024,91854000000.0,28008000000.0
2025,93925000000.0,29905000000.0

Indicator data:
year,Fixed Asset Turnover
2023,3.564036625754919
2024,3.337293585481498
2025,3.243658591335279

Answer: 0.0
Question: Comparing Nasdaq Inc.'s Fixed Asset Turnover year by year from 2021 to 2025, how many times did it decrease relative to the preceding year? (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:
year,Revenue,PlantPropertyEquipmentNet
2020,5627000000.0,475000000.0
2021,5886000000.0,509000000.0
2022,6226000000.0,532000000.0
2023,6064000000.0,576000000.0
2024,7400000000.0,593000000.0
2025,8262000000.0,728000000.0

Indicator data:
year,Fixed Asset Turnover
2021,11.963414634146341
2022,11.961575408261288
2023,10.945848375451263
2024,12.660393498716852
2025,12.508705526116579

Answer: 3.0
Question: Taking 2020 as the starting reference, how many year-over-year increases occurred in Nike's Fixed Asset Turnover up to 2024? (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:
year,Revenue,PlantPropertyEquipmentNet
2019,39117000000.0,4744000000.0
2020,37403000000.0,4866000000.0
2021,44538000000.0,4904000000.0
2022,46710000000.0,4791000000.0
2023,51217000000.0,5081000000.0
2024,51362000000.0,5000000000.0

Indicator data:
year,Fixed Asset Turnover
2020,7.784183142559834
2021,9.117297850562947
2022,9.635894791129449
2023,10.376215559157213
2024,10.189862116853487

Answer: 3.0
Question: For Hewlett Packard Enterprise's Fixed Asset Turnover from 2018 to 2022, count the number of YoY decreases between each consecutive pair of years. (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:
year,Revenue,PlantPropertyEquipmentNet
2017,28871000000.0,6269000000.0
2018,30852000000.0,6138000000.0
2019,29135000000.0,6054000000.0
2020,26982000000.0,5625000000.0
2021,27784000000.0,5613000000.0
2022,28496000000.0,5784000000.0

Indicator data:
year,Fixed Asset Turnover
2018,4.973321512049649
2019,4.779363517060368
2020,4.620601078859491
2021,4.944652073322655
2022,5.000614196718435

Answer: 2.0
Question: Calculate the Working Capital Turnover of Wabtec from 2021 to 2025 and make a year-over-year comparison. How many times was there a YoY decrease? (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:
year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,7556100000.0,3879800000.0,3226300000.0
2021,7822000000.0,3832000000.0,2910000000.0
2022,8362000000.0,4327000000.0,3467000000.0
2023,9677000000.0,4855000000.0,4056000000.0
2024,10387000000.0,4943000000.0,3792000000.0
2025,11167000000.0,5694000000.0,5150000000.0

Indicator data:
year,Working Capital Turnover
2021,9.929546175817201
2022,9.384960718294051
2023,11.666063893911994
2024,10.653333333333334
2025,13.176401179941003

Answer: 2.0
Question: Within the 2021–2023 window, how many times did Baker Hughes's Working Capital Turnover decrease from one year to the next? (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:
year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,20705000000.0,16455000000.0,10227000000.0
2021,20502000000.0,15065000000.0,9128000000.0
2022,21156000000.0,14592000000.0,11075000000.0
2023,25506000000.0,16301000000.0,12991000000.0

Indicator data:
year,Working Capital Turnover
2021,3.3706535141800247
2022,4.4755658980325785
2023,7.472096089058152

Answer: 0.0
Question: Comparing Martin Marietta Materials's Working Capital Turnover year by year from 2021 to 2023, how many times did it increase relative to the preceding year? (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:
year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,4729900000.0,1668300000.0,499300000.0
2021,5414000000.0,2025600000.0,752600000.0
2022,6160700000.0,2876900000.0,1445600000.0
2023,6777200000.0,3918900000.0,1170200000.0

Indicator data:
year,Working Capital Turnover
2021,4.434070434070434
2022,4.5562252708649185
2023,3.2426794258373204

Answer: 1.0
Question: Taking 2018 as the starting reference, how many year-over-year increases occurred in Honeywell's Working Capital Turnover up to 2020? (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:
year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2017,40534000000.0,26002000000.0,18861000000.0
2018,41802000000.0,24362000000.0,18924000000.0
2019,36709000000.0,24303000000.0,18098000000.0
2020,32637000000.0,28175000000.0,19197000000.0

Indicator data:
year,Working Capital Turnover
2018,6.646315287383735
2019,6.305763119470927
2020,4.299150365540407

Answer: 0.0
Question: For Viatris's Working Capital Turnover from 2021 to 2025, count the number of YoY increases between each consecutive pair of years. (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:
year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,11946000000.0,12867500000.0,10562900000.0
2021,17886300000.0,10902900000.0,9884400000.0
2022,16262700000.0,10635400000.0,6746200000.0
2023,15426900000.0,12976100000.0,7777400000.0
2024,14739300000.0,9520700000.0,5779400000.0
2025,14299900000.0,9789200000.0,7094300000.0

Indicator data:
year,Working Capital Turnover
2021,10.764828022027626
2022,6.627422214071765
2023,3.39504175882217
2024,3.2973825503355703
2025,4.44358472390541

Answer: 1.0
Question: Calculate the Current Ratio of Visa Inc. from 2020 to 2024 and make a year-over-year comparison. How many times was there a YoY decrease? 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:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,27645000000.0,14510000000.0
2021,27607000000.0,15739000000.0
2022,30205000000.0,20853000000.0
2023,33532000000.0,23098000000.0
2024,34033000000.0,26517000000.0

Indicator data:
year,Current Ratio
2020,1.9052377670572018
2021,1.754050447931889
2022,1.4484726418261162
2023,1.451727422287644
2024,1.2834408115548517

Answer: 3.0
Question: Within the 2018–2022 window, how many times did Trimble Inc.'s Current Ratio increase from one year to the next? 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:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2018,1089100000.0,1055200000.0
2019,1211800000.0,1190300000.0
2020,1281400000.0,1311300000.0
2021,1450600000.0,1188600000.0
2022,1518200000.0,1462100000.0

Indicator data:
year,Current Ratio
2018,1.0321266110689917
2019,1.0180626732756448
2020,0.9771982002592847
2021,1.2204273935722698
2022,1.038369468572601

Answer: 1.0
Question: Comparing Old Dominion's Current Ratio year by year from 2018 to 2022, how many times did it decrease relative to the preceding year? 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:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2018,706229000.0,356732000.0
2019,866834000.0,366085000.0
2020,1243339000.0,373130000.0
2021,1383787000.0,464234000.0
2022,933740000.0,529793000.0

Indicator data:
year,Current Ratio
2018,1.9797186683560768
2019,2.367848996817679
2020,3.332187173371211
2021,2.980796322544234
2022,1.7624619426832744

Answer: 2.0
Question: Taking 2023 as the starting reference, how many year-over-year increases occurred in American Water Works's Current Ratio up 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 / Current Liabilities
Data:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2023,1389000000.0,2151000000.0
2024,1215000000.0,3150000000.0
2025,2191000000.0,4747000000.0

Indicator data:
year,Current Ratio
2023,0.6457461645746164
2024,0.38571428571428573
2025,0.46155466610490836

Answer: 1.0
Question: For Seagate Technology's Current Ratio from 2020 to 2022, count the number of YoY increases between each consecutive pair of years. 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:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,4114000000.0,2722000000.0
2021,3779000000.0,2921000000.0
2022,4033000000.0,3555000000.0

Indicator data:
year,Current Ratio
2020,1.511388684790595
2021,1.2937350222526531
2022,1.1344585091420534

Answer: 0.0
Question: Calculate the Quick Ratio of Freeport-McMoRan from 2016 to 2018 and make a year-over-year comparison. How many times was there a YoY increase? 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:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2016,10435000000.0,4265000000.0,1306000000.0
2017,10779000000.0,5038000000.0,1305000000.0
2018,10720000000.0,3329000000.0,1528000000.0

Indicator data:
year,Quick Ratio
2016,2.1404454865181712
2017,1.8805081381500595
2018,2.7611895464103333

Answer: 1.0
Question: Within the 2018–2022 window, how many times did Danaher Corporation's Quick Ratio decrease from one year to the next? 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:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2018,7093800000.0,4841500000.0,1910100000.0
2019,25596600000.0,4932100000.0,1628300000.0
2020,13802000000.0,7402000000.0,2292000000.0
2021,11648000000.0,8140000000.0,2767000000.0
2022,15883000000.0,8389000000.0,3110000000.0

Indicator data:
year,Quick Ratio
2018,1.07068057420221
2019,4.859654102714868
2020,1.5549851391515808
2021,1.0910319410319411
2022,1.522589104780069

Answer: 2.0
Question: Comparing 3M's Quick Ratio year by year from 2017 to 2021, how many times did it decrease relative to the preceding year? 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:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2017,14277000000.0,7687000000.0,4034000000.0
2018,13709000000.0,7244000000.0,4366000000.0
2019,12971000000.0,9222000000.0,4134000000.0
2020,14982000000.0,7948000000.0,4239000000.0
2021,15403000000.0,9035000000.0,4985000000.0

Indicator data:
year,Quick Ratio
2017,1.3325094315077404
2018,1.2897570403092213
2019,0.9582520060724354
2020,1.351660795168596
2021,1.153071389042612

Answer: 3.0
Question: Taking 2018 as the starting reference, how many year-over-year increases occurred in Arista Networks's Quick Ratio up to 2020? 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:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2018,2714802000.0,606504000.0,264557000.0
2019,3471636000.0,597074000.0,243825000.0
2020,3836998000.0,768243000.0,479668000.0

Indicator data:
year,Quick Ratio
2018,4.039948623586984
2019,5.406048496501271
2020,4.370140697669878

Answer: 1.0
Question: For Molson Coors Beverage Company's Quick Ratio from 2016 to 2018, count the number of YoY decreases between each consecutive pair of years. 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:
year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2016,2169600000.0,3157500000.0,592700000.0
2017,2189700000.0,3399300000.0,591500000.0
2018,2766300000.0,4300900000.0,591800000.0

Indicator data:
year,Quick Ratio
2016,0.4994140934283452
2017,0.47015562027476243
2018,0.5055918528680043

Answer: 1.0
Question: Calculate the Cash Ratio of Eversource Energy from 2019 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? 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:
year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2019,15432000.0,0.0,3605563000.0
2020,106599000.0,0.0,4915012000.0
2021,66773000.0,0.0,5847039000.0

Indicator data:
year,Cash Ratio
2019,0.004280052796192994
2020,0.021688451625346997
2021,0.011419968295063535

Answer: 1.0
Question: Within the 2020–2022 window, how many times did First Solar's Cash Ratio increase from one year to the next? 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:
year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2020,1227002000.0,520066000.0,847398000.0
2021,1450654000.0,375389000.0,726878000.0
2022,1481269000.0,1096712000.0,1038048000.0

Indicator data:
year,Cash Ratio
2020,2.0616853001777207
2021,2.512172606682277
2022,2.483489202811431

Answer: 1.0
Question: Comparing Meta Platforms's Cash Ratio year by year from 2021 to 2025, how many times did it decrease relative to the preceding year? 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:
year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2021,16601000000.0,31397000000.0,21135000000.0
2022,14681000000.0,26057000000.0,27026000000.0
2023,41862000000.0,23541000000.0,31960000000.0
2024,43889000000.0,33926000000.0,33596000000.0
2025,35873000000.0,45719000000.0,41836000000.0

Indicator data:
year,Cash Ratio
2021,2.2710196356754198
2022,1.5073632798046326
2023,2.046401752190238
2024,2.3161983569472557
2025,1.9502820537336265

Answer: 2.0
Question: Taking 2018 as the starting reference, how many year-over-year decreases occurred in Air Products's Cash Ratio up to 2020? 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:
year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2018,2791300000.0,184700000.0,2338300000.0
2019,2248700000.0,166000000.0,1820900000.0
2020,5253000000.0,1104900000.0,2416700000.0

Indicator data:
year,Cash Ratio
2018,1.2727194970705213
2019,1.3261024767971883
2020,2.630818885256755

Answer: 0.0
Question: For Skyworks Solutions's Cash Ratio from 2016 to 2018, count the number of YoY increases between each consecutive pair of years. 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:
year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2016,1083800000.0,0.0,210200000.0
2017,1616800000.0,0.0,387900000.0
2018,733300000.0,294100000.0,389700000.0

Indicator data:
year,Cash Ratio
2016,5.156041864890581
2017,4.1680845578757415
2018,2.636386964331537

Answer: 0.0
Question: Calculate the Liability-to-Asset Ratio of Hershey Company (The) from 2018 to 2022 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Total Liabilities / Total Assets * 100%
Data:
year,Liabilities,Assets
2018,6295754000.0,7703020000.0
2019,6395401000.0,8140395000.0
2020,6893962000.0,9131845000.0
2021,7655002000.0,10412231000.0
2022,7649276000.0,10948820000.0

Indicator data:
year,Liability-to-Asset Ratio
2018,81.73098343247193
2019,78.56376748302755
2020,75.49363792311411
2021,73.51932549325885
2022,69.86393054228674

Answer: 0.0
Question: Within the 2017–2021 window, how many times did Ball Corporation's Liability-to-Asset Ratio increase from one year to the next? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Total Liabilities / Total Assets * 100%
Data:
year,Liabilities,Assets
2017,13123000000.0,17169000000.0
2018,12992000000.0,16554000000.0
2019,14341000000.0,17360000000.0
2020,14915000000.0,18252000000.0
2021,16029000000.0,19714000000.0

Indicator data:
year,Liability-to-Asset Ratio
2017,76.43427106995165
2018,78.48254198381056
2019,82.6094470046083
2020,81.71707210168748
2021,81.30770011159582

Answer: 2.0
Question: Comparing Cigna's Liability-to-Asset Ratio year by year from 2018 to 2022, how many times did it increase relative to the preceding year? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Total Liabilities / Total Assets * 100%
Data:
year,Liabilities,Assets
2018,112154000000.0,153226000000.0
2019,110395000000.0,155774000000.0
2020,105065000000.0,155451000000.0
2021,107705000000.0,154889000000.0
2022,98981000000.0,143932000000.0

Indicator data:
year,Liability-to-Asset Ratio
2018,73.19514964823203
2019,70.8686943905915
2020,67.58721397739481
2021,69.53689416291667
2022,68.76927993774838

Answer: 1.0
Question: Taking 2016 as the starting reference, how many year-over-year increases occurred in Travelers Companies (The)'s Liability-to-Asset Ratio up to 2020? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Total Liabilities / Total Assets * 100%
Data:
year,Liabilities,Assets
2016,77024000000.0,100245000000.0
2017,79752000000.0,103483000000.0
2018,81339000000.0,104233000000.0
2019,84179000000.0,110122000000.0
2020,87563000000.0,116764000000.0

Indicator data:
year,Liability-to-Asset Ratio
2016,76.83575240660382
2017,77.06773093165062
2018,78.03574683641456
2019,76.4415829716133
2020,74.99143571648797

Answer: 2.0
Question: For Vulcan Materials Company's Liability-to-Asset Ratio from 2019 to 2023, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Total Liabilities / Total Assets * 100%
Data:
year,Liabilities,Assets
2019,5026936000.0,10648793000.0
2020,5659575000.0,11686905000.0
2021,7114900000.0,13682600000.0
2022,7282400000.0,14234600000.0
2023,7037800000.0,14545700000.0

Indicator data:
year,Liability-to-Asset Ratio
2019,47.20662707970753
2020,48.42663647903358
2021,51.99961995527166
2022,51.159849943096404
2023,48.38405851901249

Answer: 2.0
Question: Calculate the Liability-to-Equity Ratio of Newmont from 2020 to 2024 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator 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:
year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2020,17490000000.0,23845000000.0
2021,18703000000.0,21813000000.0
2022,18949000000.0,19533000000.0
2023,26301000000.0,29205000000.0
2024,26240000000.0,30109000000.0

Indicator data:
year,Liability-to-Equity Ratio
2020,73.348710421472
2021,85.74244716453491
2022,97.01018788716532
2023,90.05649717514125
2024,87.15002158822944

Answer: 2.0
Question: Within the 2017–2019 window, how many times did Southern Company's Liability-to-Equity Ratio increase from one year to the next? (Indicator 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:
year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2017,85153000000.0,25528000000.0
2018,87584000000.0,29039000000.0
2019,86650000000.0,31759000000.0

Indicator data:
year,Liability-to-Equity Ratio
2017,333.5670636164212
2018,301.60818209993454
2019,272.83604647501494

Answer: 0.0
Question: Comparing Raymond James Financial's Liability-to-Equity Ratio year by year from 2021 to 2025, how many times did it increase relative to the preceding year? (Indicator 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:
year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2021,53588000000.0,8303000000.0
2022,71519000000.0,9432000000.0
2023,68173000000.0,10187000000.0
2024,71325000000.0,11667000000.0
2025,75726000000.0,12504000000.0

Indicator data:
year,Liability-to-Equity Ratio
2021,645.4052752017343
2022,758.2591178965225
2023,669.2156670266025
2024,611.3396760092569
2025,605.6142034548944

Answer: 1.0
Question: Taking 2023 as the starting reference, how many year-over-year decreases occurred in Essex Property Trust's Liability-to-Equity Ratio up to 2025? (Indicator 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:
year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2023,6735244000.0,5593978000.0
2024,7176120000.0,5720390000.0
2025,7422114000.0,5708632000.0

Indicator data:
year,Liability-to-Equity Ratio
2023,120.4016891021023
2024,125.44809007777442
2025,130.0156324667626

Answer: 0.0
Question: For Ecolab's Liability-to-Equity Ratio from 2019 to 2021, count the number of YoY decreases between each consecutive pair of years. (Indicator 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:
year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2019,12143300000.0,8725800000.0
2020,11924500000.0,6201500000.0
2021,13953300000.0,7253100000.0

Indicator data:
year,Liability-to-Equity Ratio
2019,139.16546333860506
2020,192.28412480851406
2021,192.37705257062498

Answer: 0.0
Question: Calculate the Net Debt to Equity of IBM from 2020 to 2022 and make a year-over-year comparison. How many times was there a YoY decrease? 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:
year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2020,7183000000.0,54355000000.0,1357000000.0,3574000000.0,13212000000.0,600000000.0,20727000000.0
2021,6787000000.0,44917000000.0,974000000.0,2462000000.0,6650000000.0,0.0,18996000000.0
2022,4760000000.0,46189000000.0,874000000.0,2190000000.0,7886000000.0,0.0,22021000000.0

Indicator data:
year,Net Debt to Equity
2020,2.5405027259130604
2021,2.552642661612971
2022,2.0946823486671815

Answer: 1.0
Question: Within the 2022–2024 window, how many times did 3M's Net Debt to Equity decrease from one year to the next? 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:
year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2022,1938000000.0,14001000000.0,261000000.0,580000000.0,238000000.0,0.0,14770000000.0
2023,2947000000.0,13088000000.0,225000000.0,534000000.0,53000000.0,0.0,4868000000.0
2024,1919000000.0,11125000000.0,163000000.0,405000000.0,2128000000.0,0.0,3894000000.0

Indicator data:
year,Net Debt to Equity
2022,1.1199729180771836
2023,3.4389893179950697
2024,2.9491525423728815

Answer: 1.0