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"_record": "", "_from_structlog": true, "logger": "load_historical_data"} {"event": "Loaded historical xvars for 1 periods.", "level": "info", "_record": "", "_from_structlog": true, "logger": "load_historical_data"} {"event": "Forecasting xvars for year 2012 using historical data up to 2012.", "level": "info", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"n_cni_related": 10, "n_total_xvars": 31, "cni_related_names": ["PolicyholderBenefitsAndClaims", "SellingGeneralAndAdministrativeExpense", "DeferredPolicyAcquisitionCostAmortizationExpense", "remainder_Expenses", "PremiumsEarned", "InvestmentIncome", "InsuranceCommissionsAndFees", "remainder_Revenues", "remainder_NetIncome", "remainder_ComprehensiveNetIncome"], "event": "CNI-related variables identified", "level": "info", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"company_id": "0000020171", "missing_ratio": 0.9617147707979626, "aggregate_val": 451000000, 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"", "_from_structlog": true, "logger": "pre-agg"} {"company_id": "0001363829", "expenses": -31577000, "event": "Negative Expenses, ignoring company.", "level": "error", "_record": "", "_from_structlog": true, "logger": "pre-agg"} {"company_id": "0001365555", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "", "_from_structlog": true, "logger": "pre-agg"} {"company_id": "0001393726", "balance_sheet": {"company_id": "0001393726", "EntityCommonStockSharesOutstanding": 10219807, "Assets": 185797000, "AssetsCurrent": 46428000, "AssetsNonCurrent": 6182000, "DeferredPolicyAcquisitionCostAmortizationExpense": 0, "DeferredPolicyAcquisitionCosts": 0, "Expenses": 10647000, "InsuranceCommissionsAndFees": 0, "IntangibleAssets": 0, "InvestmentIncome": 0, "Investments": 0, "Liabilities": 97760000, "LiabilitiesAndStockholdersEquity": 185797000, "LiabilitiesCurrent": 0, "LiabilityForClaimsAndClaimsAdjustmentExpense": 0, 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"target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "", "_from_structlog": true, "logger": "pre-agg"} {"event": "No sufficient historical data found for CompanyID 0000004977. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000005272. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000005513. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000011544. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000020286. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000049071. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000064996. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000074260. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000080661. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000084246. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000086312. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000094344. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000230557. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000720858. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000731766. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000776867. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000850141. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000860748. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000874766. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000876437. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000890926. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000891166. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000896159. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000899051. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000944695. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0000947484. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001018979. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001042046. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001071739. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001072627. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001095073. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001096343. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001126328. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001156039. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001172052. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001179929. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001214816. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001273813. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001331875. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001385613. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001400810. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001401521. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001412100. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"event": "No sufficient historical data found for CompanyID 0001472787. Skipping forecast.", "level": "warning", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"} {"current_year": 2012, "forecast_start": 2013, "forecast_end": 2017, "injected_xvars": ["PolicyholderBenefitsAndClaims", "SellingGeneralAndAdministrativeExpense", "DeferredPolicyAcquisitionCostAmortizationExpense", "remainder_Expenses", "PremiumsEarned", "InvestmentIncome", "InsuranceCommissionsAndFees", "remainder_Revenues", "remainder_NetIncome", "remainder_ComprehensiveNetIncome"], "event": "Forecast flow completed and xdat injected", "level": "info", "_record": "", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}