bugfixing
This commit is contained in:
MuslemRahimi
parent
733cb3f8b4
commit
1eeb9556bb
@ -20,12 +20,12 @@ async def save_json(symbol, data):
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async def get_data(symbol):
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async def get_data(symbol):
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"""Extract specified columns data for a given symbol."""
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"""Extract specified columns data for a given symbol."""
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columns = ['sharesOutStanding', 'sharesQoQ', 'sharesYoY','institutionalOwnership','floatShares',
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columns = ['sharesOutStanding', 'sharesQoQ', 'sharesYoY','institutionalOwnership','floatShares',
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'priceEarningsToGrowthRatio','priceEarningsRatio','forwardPE','priceToSalesRatio','forwardPS','priceToBookRatio','priceToFreeCashFlowsRatio',
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'priceToEarningsGrowthRatio','priceToEarningsRatio','forwardPE','priceToSalesRatio','forwardPS','priceToBookRatio','priceToFreeCashFlowRatio',
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'sharesShort','shortOutStandingPercent','shortFloatPercent','shortRatio',
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'sharesShort','shortOutStandingPercent','shortFloatPercent','shortRatio',
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'enterpriseValue','evEarnings','evSales','evEBITDA','evEBIT','evFCF',
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'enterpriseValue','evToSales','evToEBITDA','evToOperatingCashFlow','evToFreeCashFlow',
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'currentRatio','quickRatio','debtRatio','debtEquityRatio','interestCoverage','cashFlowToDebtRatio','totalDebtToCapitalization',
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'currentRatio','quickRatio','debtRatio','debtToEquityRatio','interestCoverageRatio','cashFlowToDebtRatio','debtToMarketCap',
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'returnOnEquity','returnOnAssets','returnOnCapital','revenuePerEmployee','profitPerEmployee',
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'returnOnEquity','returnOnAssets','returnOnInvestedCapital','revenuePerEmployee','profitPerEmployee',
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'employees','assetTurnover','inventoryTurnover','incomeTaxExpense','effectiveTaxRate','beta','returnOnInvestedCapital',
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'employees','assetTurnover','inventoryTurnover','incomeTaxExpense','effectiveTaxRate','beta',
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'change1Y','sma50','sma200','rsi','avgVolume','revenue','netIncome','grossProfit','operatingIncome','ebitda','ebit','eps',
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'change1Y','sma50','sma200','rsi','avgVolume','revenue','netIncome','grossProfit','operatingIncome','ebitda','ebit','eps',
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'cashAndCashEquivalents','totalDebt','retainedEarnings','totalAssets','workingCapital','operatingCashFlow',
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'cashAndCashEquivalents','totalDebt','retainedEarnings','totalAssets','workingCapital','operatingCashFlow',
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'capitalExpenditure','freeCashFlow','freeCashFlowPerShare','grossProfitMargin','operatingProfitMargin','pretaxProfitMargin',
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'capitalExpenditure','freeCashFlow','freeCashFlowPerShare','grossProfitMargin','operatingProfitMargin','pretaxProfitMargin',
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@ -363,62 +363,203 @@ def get_financial_statements(item, symbol):
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"""
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"""
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# Define the keys to be extracted for each type of statement
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# Define the keys to be extracted for each type of statement
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key_ratios = [
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key_ratios = [
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"currentRatio", "quickRatio", "cashRatio", "daysOfSalesOutstanding",
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"grossProfitMargin",
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"daysOfInventoryOutstanding", "operatingCycle", "daysOfPayablesOutstanding",
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"ebitMargin",
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"cashConversionCycle", "grossProfitMargin", "operatingProfitMargin",
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"ebitdaMargin",
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"pretaxProfitMargin", "netProfitMargin", "effectiveTaxRate", "returnOnAssets",
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"operatingProfitMargin",
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"returnOnEquity", "returnOnCapitalEmployed", "netIncomePerEBT", "ebtPerEbit",
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"pretaxProfitMargin",
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"ebitPerRevenue", "debtRatio", "debtEquityRatio", "longTermDebtToCapitalization",
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"continuousOperationsProfitMargin",
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"totalDebtToCapitalization", "interestCoverage", "cashFlowToDebtRatio",
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"netProfitMargin",
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"companyEquityMultiplier", "receivablesTurnover", "payablesTurnover",
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"bottomLineProfitMargin",
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"inventoryTurnover", "fixedAssetTurnover", "assetTurnover",
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"receivablesTurnover",
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"operatingCashFlowPerShare", "freeCashFlowPerShare", "cashPerShare", "payoutRatio",
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"payablesTurnover",
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"operatingCashFlowSalesRatio", "freeCashFlowOperatingCashFlowRatio",
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"inventoryTurnover",
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"cashFlowCoverageRatios", "shortTermCoverageRatios", "capitalExpenditureCoverageRatio",
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"fixedAssetTurnover",
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"dividendPaidAndCapexCoverageRatio", "dividendPayoutRatio", "priceBookValueRatio",
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"assetTurnover",
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"priceToBookRatio", "priceToSalesRatio", "priceEarningsRatio", "priceToFreeCashFlowsRatio",
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"currentRatio",
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"priceToOperatingCashFlowsRatio", "priceCashFlowRatio", "priceEarningsToGrowthRatio",
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"quickRatio",
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"priceSalesRatio", "dividendYield", "enterpriseValueMultiple", "priceFairValue"
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"solvencyRatio",
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]
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"cashRatio",
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"priceToEarningsRatio",
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key_cash_flow = [
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"priceToEarningsGrowthRatio",
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"netIncome", "depreciationAndAmortization", "deferredIncomeTax", "stockBasedCompensation",
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"forwardPriceToEarningsGrowthRatio",
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"changeInWorkingCapital", "accountsReceivables", "inventory", "accountsPayables",
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"priceToBookRatio",
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"otherWorkingCapital", "otherNonCashItems", "netCashProvidedByOperatingActivities",
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"priceToSalesRatio",
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"investmentsInPropertyPlantAndEquipment", "acquisitionsNet", "purchasesOfInvestments",
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"priceToFreeCashFlowRatio",
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"salesMaturitiesOfInvestments", "otherInvestingActivites", "netCashUsedForInvestingActivites",
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"priceToOperatingCashFlowRatio",
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"debtRepayment", "commonStockIssued", "commonStockRepurchased", "dividendsPaid",
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"debtToAssetsRatio",
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"otherFinancingActivites", "netCashUsedProvidedByFinancingActivities", "effectOfForexChangesOnCash",
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"debtToEquityRatio",
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"netChangeInCash", "cashAtEndOfPeriod", "cashAtBeginningOfPeriod", "operatingCashFlow",
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"debtToCapitalRatio",
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"capitalExpenditure", "freeCashFlow"
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"longTermDebtToCapitalRatio",
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"financialLeverageRatio",
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"workingCapitalTurnoverRatio",
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"operatingCashFlowRatio",
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"operatingCashFlowSalesRatio",
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"freeCashFlowOperatingCashFlowRatio",
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"debtServiceCoverageRatio",
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"interestCoverageRatio",
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"shortTermOperatingCashFlowCoverageRatio",
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"operatingCashFlowCoverageRatio",
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"capitalExpenditureCoverageRatio",
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"dividendPaidAndCapexCoverageRatio",
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"dividendPayoutRatio",
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"dividendYield",
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"dividendYieldPercentage",
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"revenuePerShare",
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"netIncomePerShare",
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"interestDebtPerShare",
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"cashPerShare",
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"bookValuePerShare",
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"tangibleBookValuePerShare",
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"shareholdersEquityPerShare",
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"operatingCashFlowPerShare",
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"capexPerShare",
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"freeCashFlowPerShare",
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"netIncomePerEBT",
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"ebtPerEbit",
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"priceToFairValue",
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"debtToMarketCap",
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"effectiveTaxRate",
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"enterpriseValueMultiple",
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"dividendPerShare"
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]
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]
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key_cash_flow = [
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"netIncome",
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"depreciationAndAmortization",
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"deferredIncomeTax",
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"stockBasedCompensation",
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"changeInWorkingCapital",
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"accountsReceivables",
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"inventory",
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"accountsPayables",
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"otherWorkingCapital",
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"otherNonCashItems",
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"netCashProvidedByOperatingActivities",
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"investmentsInPropertyPlantAndEquipment",
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"acquisitionsNet",
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"purchasesOfInvestments",
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"salesMaturitiesOfInvestments",
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"otherInvestingActivities",
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"netCashProvidedByInvestingActivities",
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"netDebtIssuance",
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"longTermNetDebtIssuance",
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"shortTermNetDebtIssuance",
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"netStockIssuance",
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"netCommonStockIssuance",
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"commonStockIssuance",
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"commonStockRepurchased",
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"netPreferredStockIssuance",
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"netDividendsPaid",
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"commonDividendsPaid",
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"preferredDividendsPaid",
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"otherFinancingActivities",
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"netCashProvidedByFinancingActivities",
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"effectOfForexChangesOnCash",
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"netChangeInCash",
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"cashAtEndOfPeriod",
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"cashAtBeginningOfPeriod",
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"operatingCashFlow",
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"capitalExpenditure",
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"freeCashFlow",
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"incomeTaxesPaid",
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"interestPaid"
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]
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key_income = [
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key_income = [
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"revenue", "costOfRevenue", "grossProfit", "grossProfitRatio",
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"revenue",
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"researchAndDevelopmentExpenses", "generalAndAdministrativeExpenses", "sellingAndMarketingExpenses",
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"costOfRevenue",
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"sellingGeneralAndAdministrativeExpenses", "otherExpenses", "operatingExpenses",
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"grossProfit",
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"costAndExpenses", "interestIncome", "interestExpense", "depreciationAndAmortization",
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"researchAndDevelopmentExpenses",
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"ebitda", "ebitdaratio", "operatingIncome", "operatingIncomeRatio",
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"generalAndAdministrativeExpenses",
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"totalOtherIncomeExpensesNet", "incomeBeforeTax", "incomeBeforeTaxRatio", "incomeTaxExpense",
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"sellingAndMarketingExpenses",
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"netIncome", "netIncomeRatio", "eps", "epsdiluted", "weightedAverageShsOut",
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"sellingGeneralAndAdministrativeExpenses",
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"otherExpenses",
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"operatingExpenses",
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"costAndExpenses",
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"netInterestIncome",
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"interestIncome",
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"interestExpense",
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"depreciationAndAmortization",
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"ebitda",
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"ebit",
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"nonOperatingIncomeExcludingInterest",
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"operatingIncome",
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"totalOtherIncomeExpensesNet",
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"incomeBeforeTax",
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"incomeTaxExpense",
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"netIncomeFromContinuingOperations",
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"netIncomeFromDiscontinuedOperations",
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"otherAdjustmentsToNetIncome",
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"netIncome",
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"netIncomeDeductions",
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"bottomLineNetIncome",
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"eps",
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"epsDiluted",
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"weightedAverageShsOut",
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"weightedAverageShsOutDil"
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"weightedAverageShsOutDil"
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]
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]
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key_balance_sheet = [
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key_balance_sheet = [
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"cashAndCashEquivalents", "shortTermInvestments", "cashAndShortTermInvestments",
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"cashAndCashEquivalents",
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"netReceivables", "inventory", "otherCurrentAssets", "totalCurrentAssets",
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"shortTermInvestments",
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"propertyPlantEquipmentNet", "goodwill", "intangibleAssets", "goodwillAndIntangibleAssets",
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"cashAndShortTermInvestments",
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"longTermInvestments", "taxAssets", "otherNonCurrentAssets", "totalNonCurrentAssets",
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"netReceivables",
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"otherAssets", "totalAssets", "accountPayables", "shortTermDebt", "taxPayables",
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"accountsReceivables",
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"deferredRevenue", "otherCurrentLiabilities", "totalCurrentLiabilities", "longTermDebt",
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"otherReceivables",
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"deferredRevenueNonCurrent", "deferredTaxLiabilitiesNonCurrent", "otherNonCurrentLiabilities",
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"inventory",
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"totalNonCurrentLiabilities", "otherLiabilities", "capitalLeaseObligations", "totalLiabilities",
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"prepaids",
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"preferredStock", "commonStock", "retainedEarnings", "accumulatedOtherComprehensiveIncomeLoss",
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"otherCurrentAssets",
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"othertotalStockholdersEquity", "totalStockholdersEquity", "totalEquity",
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"totalCurrentAssets",
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"totalLiabilitiesAndStockholdersEquity", "minorityInterest", "totalLiabilitiesAndTotalEquity",
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"propertyPlantEquipmentNet",
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"totalInvestments", "totalDebt", "netDebt"
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"goodwill",
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"intangibleAssets",
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"goodwillAndIntangibleAssets",
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"longTermInvestments",
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"taxAssets",
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"otherNonCurrentAssets",
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"totalNonCurrentAssets",
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"otherAssets",
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"totalAssets",
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"totalPayables",
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"accountPayables",
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"otherPayables",
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"accruedExpenses",
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"shortTermDebt",
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"capitalLeaseObligationsCurrent",
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"taxPayables",
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"deferredRevenue",
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"otherCurrentLiabilities",
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"totalCurrentLiabilities",
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"longTermDebt",
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"capitalLeaseObligationsNonCurrent",
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"deferredRevenueNonCurrent",
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"deferredTaxLiabilitiesNonCurrent",
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"otherNonCurrentLiabilities",
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"totalNonCurrentLiabilities",
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"otherLiabilities",
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"capitalLeaseObligations",
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"totalLiabilities",
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"treasuryStock",
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"preferredStock",
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"commonStock",
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"retainedEarnings",
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"additionalPaidInCapital",
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"accumulatedOtherComprehensiveIncomeLoss",
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"otherTotalStockholdersEquity",
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"totalStockholdersEquity",
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"totalEquity",
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"minorityInterest",
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"totalLiabilitiesAndTotalEquity",
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"totalInvestments",
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"totalDebt",
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"netDebt"
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]
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]
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key_income_growth = [
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key_income_growth = [
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"growthRevenue",
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"growthRevenue",
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"growthCostOfRevenue",
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"growthCostOfRevenue",
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@ -543,14 +684,7 @@ def get_financial_statements(item, symbol):
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item['freeCashFlowMargin'] = round((item['freeCashFlow'] / item['revenue']) * 100,2)
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item['freeCashFlowMargin'] = round((item['freeCashFlow'] / item['revenue']) * 100,2)
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except:
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except:
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item['freeCashFlowMargin'] = None
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item['freeCashFlowMargin'] = None
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try:
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item['earningsYield'] = round((item['eps'] / item['price']) * 100,2)
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except:
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item['earningsYield'] = None
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try:
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item['freeCashFlowYield'] = round((item['freeCashFlow'] / item['marketCap']) * 100,2)
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except:
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item['freeCashFlowYield'] = None
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try:
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try:
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item['ebitdaMargin'] = round((item['ebitda'] / item['revenue']) * 100,2)
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item['ebitdaMargin'] = round((item['ebitda'] / item['revenue']) * 100,2)
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except:
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except:
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@ -563,13 +697,6 @@ def get_financial_statements(item, symbol):
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item['profitPerEmployee'] = round((item['netIncome'] / item['employees']),2)
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item['profitPerEmployee'] = round((item['netIncome'] / item['employees']),2)
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except:
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except:
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item['profitPerEmployee'] = None
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item['profitPerEmployee'] = None
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try:
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tax_rate = item['incomeTaxExpense'] / item['incomeBeforeTax'] if item['incomeBeforeTax'] != 0 else 0
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nopat = item['operatingIncome'] * (1 - tax_rate)
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invested_capital = item['totalDebt'] + item['totalEquity']
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item['returnOnInvestedCapital'] = round((nopat / invested_capital)*100,2) if invested_capital != 0 else None
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except:
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item['returnOnInvestedCapital'] = None
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try:
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try:
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item['researchDevelopmentRevenueRatio'] = round((item['researchAndDevelopmentExpenses'] / item['revenue']) * 100,2)
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item['researchDevelopmentRevenueRatio'] = round((item['researchAndDevelopmentExpenses'] / item['revenue']) * 100,2)
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except:
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except:
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@ -584,11 +711,9 @@ def get_financial_statements(item, symbol):
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item['interestIncomeToCapitalization'] = None
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item['interestIncomeToCapitalization'] = None
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try:
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try:
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item['ebit'] = item['operatingIncome']
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item['operatingMargin'] = round((item['operatingIncome'] / item['revenue']) * 100,2)
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item['operatingMargin'] = round((item['operatingIncome'] / item['revenue']) * 100,2)
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item['ebitMargin'] = item['operatingMargin']
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item['ebitMargin'] = item['operatingMargin']
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except:
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except:
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item['ebit'] = None
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item['operatingMargin'] = None
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item['operatingMargin'] = None
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item['ebitMargin'] = None
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item['ebitMargin'] = None
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@ -800,23 +925,6 @@ async def get_stock_screener(con):
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item['var'] = None
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item['var'] = None
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try:
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with open(f"json/enterprise-values/{symbol}.json", 'r') as file:
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ev = orjson.loads(file.read())[-1]['enterpriseValue']
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item['enterpriseValue'] = ev
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item['evSales'] = round(ev / item['revenue'],2)
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item['evEarnings'] = round(ev / item['netIncome'],2)
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item['evEBITDA'] = round(ev / item['ebitda'],2)
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item['evEBIT'] = round(ev / item['ebit'],2)
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item['evFCF'] = round(ev / item['freeCashFlow'],2)
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except:
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item['enterpriseValue'] = None
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item['evSales'] = None
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item['evEarnings'] = None
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item['evEBITDA'] = None
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item['evEBIT'] = None
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item['evFCF'] = None
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try:
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try:
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with open(f"json/analyst/summary/all_analyst/{symbol}.json", 'r') as file:
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with open(f"json/analyst/summary/all_analyst/{symbol}.json", 'r') as file:
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@ -870,21 +978,37 @@ async def get_stock_screener(con):
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try:
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try:
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with open(f"json/financial-statements/key-metrics/annual/{symbol}.json", 'r') as file:
|
with open(f"json/financial-statements/key-metrics/annual/{symbol}.json", 'r') as file:
|
||||||
res = orjson.loads(file.read())[0]
|
res = orjson.loads(file.read())[0]
|
||||||
item['revenuePerShare'] = round(res['revenuePerShare'],2)
|
item['returnOnEquity'] = round(res['returnOnEquity'],2)
|
||||||
item['netIncomePerShare'] = round(res['netIncomePerShare'],2)
|
item['returnOnInvestedCapital'] = round(res['returnOnInvestedCapital'],2)
|
||||||
item['shareholdersEquityPerShare'] = round(res['shareholdersEquityPerShare'],2)
|
item['returnOnAssets'] = round(res['returnOnAssets'],2)
|
||||||
item['interestDebtPerShare'] = round(res['interestDebtPerShare'],2)
|
|
||||||
item['capexPerShare'] = round(res['capexPerShare'],2)
|
item['earningsYield'] = round(res['earningsYield'],2)
|
||||||
|
item['freeCashFlowYield'] = round(res['freeCashFlowYield'],2)
|
||||||
|
|
||||||
|
item['enterpriseValue'] = res['enterpriseValue']
|
||||||
|
item['evToSales'] = round(res['evToSales'],2)
|
||||||
|
item['evToOperatingCashFlow'] = round(res['evToOperatingCashFlow'],2)
|
||||||
|
item['evToFreeCashFlow'] = round(res['evToFreeCashFlow'],2)
|
||||||
|
item['evToEBITDA'] = round(res['evToEBITDA'],2)
|
||||||
|
|
||||||
item['tangibleAssetValue'] = round(res['tangibleAssetValue'],2)
|
item['tangibleAssetValue'] = round(res['tangibleAssetValue'],2)
|
||||||
item['returnOnTangibleAssets'] = round(res['returnOnTangibleAssets'],2)
|
item['returnOnTangibleAssets'] = round(res['returnOnTangibleAssets'],2)
|
||||||
item['grahamNumber'] = round(res['grahamNumber'],2)
|
item['grahamNumber'] = round(res['grahamNumber'],2)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
except:
|
except:
|
||||||
item['revenuePerShare'] = None
|
item['returnOnEquity'] = None
|
||||||
item['netIncomePerShare'] = None
|
item['returnOnInvestedCapital'] = None
|
||||||
item['shareholdersEquityPerShare'] = None
|
item['returnOnAssets'] = None
|
||||||
item['interestDebtPerShare'] = None
|
item['earningsYield'] = None
|
||||||
item['capexPerShare'] = None
|
item['freeCashFlowYield'] = None
|
||||||
|
item['enterpriseValue'] = None
|
||||||
|
item['evToSales'] = None
|
||||||
|
item['evToOperatingCashFlow'] = None
|
||||||
|
item['evToFreeCashFlow'] = None
|
||||||
|
item['evToEBITDA'] = None
|
||||||
|
|
||||||
item['tangibleAssetValue'] = None
|
item['tangibleAssetValue'] = None
|
||||||
item['returnOnTangibleAssets'] = None
|
item['returnOnTangibleAssets'] = None
|
||||||
item['grahamNumber'] = None
|
item['grahamNumber'] = None
|
||||||
|
|||||||
Loading…
x
Reference in New Issue
Block a user