# Import things needed to use pipeline
from quantopian.pipeline import Pipeline, CustomFactor
from quantopian.research import run_pipeline
from quantopian.pipeline.filters import StaticAssets
from quantopian.pipeline.factors import AverageDollarVolume, DailyReturns
# Import a dataset to use
from quantopian.pipeline.data import Fundamentals
from quantopian.pipeline.data import morningstar as morningstar
from quantopian.pipeline.data.builtin import USEquityPricing
# Import numpy and pandas because they rock
import numpy as np
import pandas as pd
help(Fundamentals)
Help on class Fundamentals in module qexec.algo.fundamentals.pipeline._dataset: class Fundamentals(zipline.pipeline.data.dataset.DataSet) | Method resolution order: | Fundamentals | zipline.pipeline.data.dataset.DataSet | __builtin__.object | | Methods defined here: | | accession_number = Fundamentals.accession_number::object | accession_number_asof_date = Fundamentals.accession_number_asof_date::datetime64[ns] | accession_number_earnings_reports = Fundamentals.accession_number_earnings_reports::object | accession_number_earnings_reports_asof_date = Fundamentals.accession_number_earnings_reports_asof_date::datetime64[ns] | accounts_payable = Fundamentals.accounts_payable::float64 | accounts_payable_asof_date = Fundamentals.accounts_payable_asof_date::datetime64[ns] | accounts_receivable = Fundamentals.accounts_receivable::float64 | accounts_receivable_asof_date = Fundamentals.accounts_receivable_asof_date::datetime64[ns] | accretion_on_preferred_stock = Fundamentals.accretion_on_preferred_stock::float64 | accretion_on_preferred_stock_asof_date = Fundamentals.accretion_on_preferred_stock_asof_date::datetime64[ns] | accrued_interest_receivable = Fundamentals.accrued_interest_receivable::float64 | accrued_interest_receivable_asof_date = Fundamentals.accrued_interest_receivable_asof_date::datetime64[ns] | accrued_investment_income = Fundamentals.accrued_investment_income::float64 | accrued_investment_income_asof_date = Fundamentals.accrued_investment_income_asof_date::datetime64[ns] | accrued_liabilities_total = Fundamentals.accrued_liabilities_total::float64 | accrued_liabilities_total_asof_date = Fundamentals.accrued_liabilities_total_asof_date::datetime64[ns] | accrued_preferred_stock_dividends = Fundamentals.accrued_preferred_stock_dividends::float64 | accrued_preferred_stock_dividends_asof_date = Fundamentals.accrued_preferred_stock_dividends_asof_date::datetime64[ns] | accruedand_deferred_income = Fundamentals.accruedand_deferred_income::float64 | accruedand_deferred_income_asof_date = Fundamentals.accruedand_deferred_income_asof_date::datetime64[ns] | accruedand_deferred_income_current = Fundamentals.accruedand_deferred_income_current::float64 | accruedand_deferred_income_current_asof_date = Fundamentals.accruedand_deferred_income_current_asof_date::datetime64[ns] | accruedand_deferred_income_non_current = Fundamentals.accruedand_deferred_income_non_current::float64 | accruedand_deferred_income_non_current_asof_date = Fundamentals.accruedand_deferred_income_non_current_asof_date::datetime64[ns] | accumulated_depreciation = Fundamentals.accumulated_depreciation::float64 | accumulated_depreciation_asof_date = Fundamentals.accumulated_depreciation_asof_date::datetime64[ns] | acquired_in_process_rn_d = Fundamentals.acquired_in_process_rn_d::float64 | acquired_in_process_rn_d_asof_date = Fundamentals.acquired_in_process_rn_d_asof_date::datetime64[ns] | acquired_in_process_rn_d_income = Fundamentals.acquired_in_process_rn_d_income::float64 | acquired_in_process_rn_d_income_asof_date = Fundamentals.acquired_in_process_rn_d_income_asof_date::datetime64[ns] | acquiredin_process_rn_d_income_banks = Fundamentals.acquiredin_process_rn_d_income_banks::float64 | acquiredin_process_rn_d_income_banks_asof_date = Fundamentals.acquiredin_process_rn_d_income_banks_asof_date::datetime64[ns] | acquisition_expense = Fundamentals.acquisition_expense::float64 | acquisition_expense_asof_date = Fundamentals.acquisition_expense_asof_date::datetime64[ns] | actual_forward_dividend = Fundamentals.actual_forward_dividend::float64 | actual_forward_dividend_asof_date = Fundamentals.actual_forward_dividend_asof_date::datetime64[ns] | actual_trailing_dividend = Fundamentals.actual_trailing_dividend::float64 | actual_trailing_dividend_asof_date = Fundamentals.actual_trailing_dividend_asof_date::datetime64[ns] | additional_paid_in_capital = Fundamentals.additional_paid_in_capital::float64 | additional_paid_in_capital_asof_date = Fundamentals.additional_paid_in_capital_asof_date::datetime64[ns] | adjusted_geography_segment_data = Fundamentals.adjusted_geography_segment_data::float64 | adjusted_geography_segment_data_asof_date = Fundamentals.adjusted_geography_segment_data_asof_date::datetime64[ns] | adjustmentsfor_undistributed_profitsof_associates = Fundamentals.adjustmentsfor_undistributed_profitsof_associates::float64 | adjustmentsfor_undistributed_profitsof_associates_asof_date = Fundamentals.adjustmentsfor_undistributed_profitsof_associates_asof_date::datetime64[ns] | administrative_expense = Fundamentals.administrative_expense::float64 | administrative_expense_asof_date = Fundamentals.administrative_expense_asof_date::datetime64[ns] | advance_from_federal_home_loan_banks = Fundamentals.advance_from_federal_home_loan_banks::float64 | advance_from_federal_home_loan_banks_asof_date = Fundamentals.advance_from_federal_home_loan_banks_asof_date::datetime64[ns] | advancesfrom_central_banks = Fundamentals.advancesfrom_central_banks::float64 | advancesfrom_central_banks_asof_date = Fundamentals.advancesfrom_central_banks_asof_date::datetime64[ns] | advisor = Fundamentals.advisor::object | advisor_asof_date = Fundamentals.advisor_asof_date::datetime64[ns] | advisor_language_code = Fundamentals.advisor_language_code::object | advisor_language_code_asof_date = Fundamentals.advisor_language_code_asof_date::datetime64[ns] | agency_fees = Fundamentals.agency_fees::float64 | agency_fees_and_commissions = Fundamentals.agency_fees_and_commissions::float64 | agency_fees_and_commissions_asof_date = Fundamentals.agency_fees_and_commissions_asof_date::datetime64[ns] | agency_fees_asof_date = Fundamentals.agency_fees_asof_date::datetime64[ns] | all_taxes_paid = Fundamentals.all_taxes_paid::float64 | all_taxes_paid_asof_date = Fundamentals.all_taxes_paid_asof_date::datetime64[ns] | allowance_for_doubtful_accounts_receivable = Fundamentals.allowance_for_doubtful_accounts_receivable::float64 | allowance_for_doubtful_accounts_receivable_asof_date = Fundamentals.allowance_for_doubtful_accounts_receivable_asof_date::datetime64[ns] | allowance_for_funds_construction = Fundamentals.allowance_for_funds_construction::float64 | allowance_for_funds_construction_asof_date = Fundamentals.allowance_for_funds_construction_asof_date::datetime64[ns] | allowance_for_loans_and_lease_losses = Fundamentals.allowance_for_loans_and_lease_losses::float64 | allowance_for_loans_and_lease_losses_asof_date = Fundamentals.allowance_for_loans_and_lease_losses_asof_date::datetime64[ns] | allowance_for_notes_receivable = Fundamentals.allowance_for_notes_receivable::float64 | allowance_for_notes_receivable_asof_date = Fundamentals.allowance_for_notes_receivable_asof_date::datetime64[ns] | allowances_for_construction = Fundamentals.allowances_for_construction::float64 | allowances_for_construction_asof_date = Fundamentals.allowances_for_construction_asof_date::datetime64[ns] | amortization_cash_flow_statement = Fundamentals.amortization_cash_flow_statement::float64 | amortization_cash_flow_statement_asof_date = Fundamentals.amortization_cash_flow_statement_asof_date::datetime64[ns] | amortization_income_statement = Fundamentals.amortization_income_statement::float64 | amortization_income_statement_asof_date = Fundamentals.amortization_income_statement_asof_date::datetime64[ns] | amortization_of_deferred_acquisition_costs = Fundamentals.amortization_of_deferred_acquisition_costs::float64 | amortization_of_deferred_acquisition_costs_asof_date = Fundamentals.amortization_of_deferred_acquisition_costs_asof_date::datetime64[ns] | amortization_of_financing_costs_and_discounts = Fundamentals.amortization_of_financing_costs_and_discounts::float64 | amortization_of_financing_costs_and_discounts_asof_date = Fundamentals.amortization_of_financing_costs_and_discounts_asof_date::datetime64[ns] | amortization_of_intangibles_cash_flow_statement = Fundamentals.amortization_of_intangibles_cash_flow_statement::float64 | amortization_of_intangibles_cash_flow_statement_asof_date = Fundamentals.amortization_of_intangibles_cash_flow_statement_asof_date::datetime64[ns] | amortization_of_intangibles_income_statement = Fundamentals.amortization_of_intangibles_income_statement::float64 | amortization_of_intangibles_income_statement_asof_date = Fundamentals.amortization_of_intangibles_income_statement_asof_date::datetime64[ns] | amortization_of_securities = Fundamentals.amortization_of_securities::float64 | amortization_of_securities_asof_date = Fundamentals.amortization_of_securities_asof_date::datetime64[ns] | asset_impairment_charge = Fundamentals.asset_impairment_charge::float64 | asset_impairment_charge_asof_date = Fundamentals.asset_impairment_charge_asof_date::datetime64[ns] | assets_held_for_sale = Fundamentals.assets_held_for_sale::float64 | assets_held_for_sale_asof_date = Fundamentals.assets_held_for_sale_asof_date::datetime64[ns] | assets_held_for_sale_current = Fundamentals.assets_held_for_sale_current::float64 | assets_held_for_sale_current_asof_date = Fundamentals.assets_held_for_sale_current_asof_date::datetime64[ns] | assets_held_for_sale_non_current = Fundamentals.assets_held_for_sale_non_current::float64 | assets_held_for_sale_non_current_asof_date = Fundamentals.assets_held_for_sale_non_current_asof_date::datetime64[ns] | assets_of_discontinued_operations = Fundamentals.assets_of_discontinued_operations::float64 | assets_of_discontinued_operations_asof_date = Fundamentals.assets_of_discontinued_operations_asof_date::datetime64[ns] | assets_turnover = Fundamentals.assets_turnover::float64 | assets_turnover_asof_date = Fundamentals.assets_turnover_asof_date::datetime64[ns] | auditor = Fundamentals.auditor::object | auditor_asof_date = Fundamentals.auditor_asof_date::datetime64[ns] | auditor_language_code = Fundamentals.auditor_language_code::object | auditor_language_code_asof_date = Fundamentals.auditor_language_code_asof_date::datetime64[ns] | available_for_sale_securities = Fundamentals.available_for_sale_securities::float64 | available_for_sale_securities_asof_date = Fundamentals.available_for_sale_securities_asof_date::datetime64[ns] | avg5_yrs_roic = Fundamentals.avg5_yrs_roic::float64 | avg5_yrs_roic_asof_date = Fundamentals.avg5_yrs_roic_asof_date::datetime64[ns] | bank_acceptance_executed_and_outstanding = Fundamentals.bank_acceptance_executed_and_outstanding::float64 | bank_acceptance_executed_and_outstanding_asof_date = Fundamentals.bank_acceptance_executed_and_outstanding_asof_date::datetime64[ns] | bank_indebtedness = Fundamentals.bank_indebtedness::float64 | bank_indebtedness_asof_date = Fundamentals.bank_indebtedness_asof_date::datetime64[ns] | bank_loan = Fundamentals.bank_loan::float64 | bank_loan_asof_date = Fundamentals.bank_loan_asof_date::datetime64[ns] | bank_loans_current = Fundamentals.bank_loans_current::float64 | bank_loans_current_asof_date = Fundamentals.bank_loans_current_asof_date::datetime64[ns] | bank_loans_non_current = Fundamentals.bank_loans_non_current::float64 | bank_loans_non_current_asof_date = Fundamentals.bank_loans_non_current_asof_date::datetime64[ns] | bank_loans_total = Fundamentals.bank_loans_total::float64 | bank_loans_total_asof_date = Fundamentals.bank_loans_total_asof_date::datetime64[ns] | bank_owned_life_insurance = Fundamentals.bank_owned_life_insurance::float64 | bank_owned_life_insurance_asof_date = Fundamentals.bank_owned_life_insurance_asof_date::datetime64[ns] | basic_accounting_change_earnings_reports = Fundamentals.basic_accounting_change_earnings_reports::float64 | basic_accounting_change_earnings_reports_asof_date = Fundamentals.basic_accounting_change_earnings_reports_asof_date::datetime64[ns] | basic_average_shares_earnings_reports = Fundamentals.basic_average_shares_earnings_reports::float64 | basic_average_shares_earnings_reports_asof_date = Fundamentals.basic_average_shares_earnings_reports_asof_date::datetime64[ns] | basic_continuous_operations_earnings_reports = Fundamentals.basic_continuous_operations_earnings_reports::float64 | basic_continuous_operations_earnings_reports_asof_date = Fundamentals.basic_continuous_operations_earnings_reports_asof_date::datetime64[ns] | basic_discontinuous_operations_earnings_reports = Fundamentals.basic_discontinuous_operations_earnings_reports::float64 | basic_discontinuous_operations_earnings_reports_asof_date = Fundamentals.basic_discontinuous_operations_earnings_reports_asof_date::datetime64[ns] | basic_eps_earnings_reports = Fundamentals.basic_eps_earnings_reports::float64 | basic_eps_earnings_reports_asof_date = Fundamentals.basic_eps_earnings_reports_asof_date::datetime64[ns] | basic_eps_other_gains_losses_earnings_reports = Fundamentals.basic_eps_other_gains_losses_earnings_reports::float64 | basic_eps_other_gains_losses_earnings_reports_asof_date = Fundamentals.basic_eps_other_gains_losses_earnings_reports_asof_date::datetime64[ns] | basic_extraordinary_earnings_reports = Fundamentals.basic_extraordinary_earnings_reports::float64 | basic_extraordinary_earnings_reports_asof_date = Fundamentals.basic_extraordinary_earnings_reports_asof_date::datetime64[ns] | beginning_cash_position = Fundamentals.beginning_cash_position::float64 | beginning_cash_position_asof_date = Fundamentals.beginning_cash_position_asof_date::datetime64[ns] | biological_assets = Fundamentals.biological_assets::float64 | biological_assets_asof_date = Fundamentals.biological_assets_asof_date::datetime64[ns] | book_value_per_share = Fundamentals.book_value_per_share::float64 | book_value_per_share_asof_date = Fundamentals.book_value_per_share_asof_date::datetime64[ns] | book_value_per_share_growth = Fundamentals.book_value_per_share_growth::float64 | book_value_per_share_growth_asof_date = Fundamentals.book_value_per_share_growth_asof_date::datetime64[ns] | book_value_yield = Fundamentals.book_value_yield::float64 | book_value_yield_asof_date = Fundamentals.book_value_yield_asof_date::datetime64[ns] | bs_file_date = Fundamentals.bs_file_date::datetime64[ns] | bs_file_date_asof_date = Fundamentals.bs_file_date_asof_date::datetime64[ns] | buildings_and_improvements = Fundamentals.buildings_and_improvements::float64 | buildings_and_improvements_asof_date = Fundamentals.buildings_and_improvements_asof_date::datetime64[ns] | business_country_id = Fundamentals.business_country_id::object | business_country_id_asof_date = Fundamentals.business_country_id_asof_date::datetime64[ns] | buy_back_yield = Fundamentals.buy_back_yield::float64 | buy_back_yield_asof_date = Fundamentals.buy_back_yield_asof_date::datetime64[ns] | calls_maturities_of_maturity_securities = Fundamentals.calls_maturities_of_maturity_securities::float64 | calls_maturities_of_maturity_securities_asof_date = Fundamentals.calls_maturities_of_maturity_securities_asof_date::datetime64[ns] | cannaics = Fundamentals.cannaics::int64 | cannaics_asof_date = Fundamentals.cannaics_asof_date::datetime64[ns] | cap_ex_growth = Fundamentals.cap_ex_growth::float64 | cap_ex_growth_asof_date = Fundamentals.cap_ex_growth_asof_date::datetime64[ns] | cap_ex_reported = Fundamentals.cap_ex_reported::float64 | cap_ex_reported_asof_date = Fundamentals.cap_ex_reported_asof_date::datetime64[ns] | cap_ex_sales_ratio = Fundamentals.cap_ex_sales_ratio::float64 | cap_ex_sales_ratio_asof_date = Fundamentals.cap_ex_sales_ratio_asof_date::datetime64[ns] | cape_ratio = Fundamentals.cape_ratio::float64 | cape_ratio_asof_date = Fundamentals.cape_ratio_asof_date::datetime64[ns] | capital_expenditure = Fundamentals.capital_expenditure::float64 | capital_expenditure_annual5_yr_growth = Fundamentals.capital_expenditure_annual5_yr_growth::float64 | capital_expenditure_annual5_yr_growth_asof_date = Fundamentals.capital_expenditure_annual5_yr_growth_asof_date::datetime64[ns] | capital_expenditure_asof_date = Fundamentals.capital_expenditure_asof_date::datetime64[ns] | capital_expenditureto_ebitda = Fundamentals.capital_expenditureto_ebitda::float64 | capital_expenditureto_ebitda_asof_date = Fundamentals.capital_expenditureto_ebitda_asof_date::datetime64[ns] | capital_lease_obligations = Fundamentals.capital_lease_obligations::float64 | capital_lease_obligations_asof_date = Fundamentals.capital_lease_obligations_asof_date::datetime64[ns] | capital_stock = Fundamentals.capital_stock::float64 | capital_stock_asof_date = Fundamentals.capital_stock_asof_date::datetime64[ns] | capitaln_business_taxes = Fundamentals.capitaln_business_taxes::float64 | capitaln_business_taxes_asof_date = Fundamentals.capitaln_business_taxes_asof_date::datetime64[ns] | cash = Fundamentals.cash::float64 | cash_advancesand_loans_madeto_other_parties = Fundamentals.cash_advancesand_loans_madeto_other_parties::float64 | cash_advancesand_loans_madeto_other_parties_asof_date = Fundamentals.cash_advancesand_loans_madeto_other_parties_asof_date::datetime64[ns] | cash_and_cash_equivalents = Fundamentals.cash_and_cash_equivalents::float64 | cash_and_cash_equivalents_asof_date = Fundamentals.cash_and_cash_equivalents_asof_date::datetime64[ns] | cash_and_due_from_banks = Fundamentals.cash_and_due_from_banks::float64 | cash_and_due_from_banks_asof_date = Fundamentals.cash_and_due_from_banks_asof_date::datetime64[ns] | cash_asof_date = Fundamentals.cash_asof_date::datetime64[ns] | cash_cash_equivalents_and_federal_funds_sold = Fundamentals.cash_cash_equivalents_and_federal_funds_sold::float64 | cash_cash_equivalents_and_federal_funds_sold_asof_date = Fundamentals.cash_cash_equivalents_and_federal_funds_sold_asof_date::datetime64[ns] | cash_cash_equivalents_and_marketable_securities = Fundamentals.cash_cash_equivalents_and_marketable_securities::float64 | cash_cash_equivalents_and_marketable_securities_asof_date = Fundamentals.cash_cash_equivalents_and_marketable_securities_asof_date::datetime64[ns] | cash_conversion_cycle = Fundamentals.cash_conversion_cycle::float64 | cash_conversion_cycle_asof_date = Fundamentals.cash_conversion_cycle_asof_date::datetime64[ns] | cash_dividends_for_minorities = Fundamentals.cash_dividends_for_minorities::float64 | cash_dividends_for_minorities_asof_date = Fundamentals.cash_dividends_for_minorities_asof_date::datetime64[ns] | cash_dividends_paid = Fundamentals.cash_dividends_paid::float64 | cash_dividends_paid_asof_date = Fundamentals.cash_dividends_paid_asof_date::datetime64[ns] | cash_equivalents = Fundamentals.cash_equivalents::float64 | cash_equivalents_asof_date = Fundamentals.cash_equivalents_asof_date::datetime64[ns] | cash_flow_from_continuing_financing_activities = Fundamentals.cash_flow_from_continuing_financing_activities::float64 | cash_flow_from_continuing_financing_activities_asof_date = Fundamentals.cash_flow_from_continuing_financing_activities_asof_date::datetime64[ns] | cash_flow_from_continuing_investing_activities = Fundamentals.cash_flow_from_continuing_investing_activities::float64 | cash_flow_from_continuing_investing_activities_asof_date = Fundamentals.cash_flow_from_continuing_investing_activities_asof_date::datetime64[ns] | cash_flow_from_continuing_operating_activities = Fundamentals.cash_flow_from_continuing_operating_activities::float64 | cash_flow_from_continuing_operating_activities_asof_date = Fundamentals.cash_flow_from_continuing_operating_activities_asof_date::datetime64[ns] | cash_flow_from_discontinued_operation = Fundamentals.cash_flow_from_discontinued_operation::float64 | cash_flow_from_discontinued_operation_asof_date = Fundamentals.cash_flow_from_discontinued_operation_asof_date::datetime64[ns] | cash_flowfrom_financing_growth = Fundamentals.cash_flowfrom_financing_growth::float64 | cash_flowfrom_financing_growth_asof_date = Fundamentals.cash_flowfrom_financing_growth_asof_date::datetime64[ns] | cash_flowfrom_investing_growth = Fundamentals.cash_flowfrom_investing_growth::float64 | cash_flowfrom_investing_growth_asof_date = Fundamentals.cash_flowfrom_investing_growth_asof_date::datetime64[ns] | cash_flowsfromusedin_operating_activities_direct = Fundamentals.cash_flowsfromusedin_operating_activities_direct::float64 | cash_flowsfromusedin_operating_activities_direct_asof_date = Fundamentals.cash_flowsfromusedin_operating_activities_direct_asof_date::datetime64[ns] | cash_from_discontinued_financing_activities = Fundamentals.cash_from_discontinued_financing_activities::float64 | cash_from_discontinued_financing_activities_asof_date = Fundamentals.cash_from_discontinued_financing_activities_asof_date::datetime64[ns] | cash_from_discontinued_investing_activities = Fundamentals.cash_from_discontinued_investing_activities::float64 | cash_from_discontinued_investing_activities_asof_date = Fundamentals.cash_from_discontinued_investing_activities_asof_date::datetime64[ns] | cash_from_discontinued_operating_activities = Fundamentals.cash_from_discontinued_operating_activities::float64 | cash_from_discontinued_operating_activities_asof_date = Fundamentals.cash_from_discontinued_operating_activities_asof_date::datetime64[ns] | cash_generatedfrom_operating_activities = Fundamentals.cash_generatedfrom_operating_activities::float64 | cash_generatedfrom_operating_activities_asof_date = Fundamentals.cash_generatedfrom_operating_activities_asof_date::datetime64[ns] | cash_paidfor_insurance_activities = Fundamentals.cash_paidfor_insurance_activities::float64 | cash_paidfor_insurance_activities_asof_date = Fundamentals.cash_paidfor_insurance_activities_asof_date::datetime64[ns] | cash_paidto_reinsurers = Fundamentals.cash_paidto_reinsurers::float64 | cash_paidto_reinsurers_asof_date = Fundamentals.cash_paidto_reinsurers_asof_date::datetime64[ns] | cash_paymentsfor_borrowings = Fundamentals.cash_paymentsfor_borrowings::float64 | cash_paymentsfor_borrowings_asof_date = Fundamentals.cash_paymentsfor_borrowings_asof_date::datetime64[ns] | cash_paymentsfor_depositsby_banksand_customers = Fundamentals.cash_paymentsfor_depositsby_banksand_customers::float64 | cash_paymentsfor_depositsby_banksand_customers_asof_date = Fundamentals.cash_paymentsfor_depositsby_banksand_customers_asof_date::datetime64[ns] | cash_paymentsfor_loans = Fundamentals.cash_paymentsfor_loans::float64 | cash_paymentsfor_loans_asof_date = Fundamentals.cash_paymentsfor_loans_asof_date::datetime64[ns] | cash_ratio = Fundamentals.cash_ratio::float64 | cash_ratio_asof_date = Fundamentals.cash_ratio_asof_date::datetime64[ns] | cash_ratio_growth = Fundamentals.cash_ratio_growth::float64 | cash_ratio_growth_asof_date = Fundamentals.cash_ratio_growth_asof_date::datetime64[ns] | cash_receiptsfrom_borrowings = Fundamentals.cash_receiptsfrom_borrowings::float64 | cash_receiptsfrom_borrowings_asof_date = Fundamentals.cash_receiptsfrom_borrowings_asof_date::datetime64[ns] | cash_receiptsfrom_decreasein_assets = Fundamentals.cash_receiptsfrom_decreasein_assets::float64 | cash_receiptsfrom_decreasein_assets_asof_date = Fundamentals.cash_receiptsfrom_decreasein_assets_asof_date::datetime64[ns] | cash_receiptsfrom_depositsby_banksand_customers = Fundamentals.cash_receiptsfrom_depositsby_banksand_customers::float64 | cash_receiptsfrom_depositsby_banksand_customers_asof_date = Fundamentals.cash_receiptsfrom_depositsby_banksand_customers_asof_date::datetime64[ns] | cash_receiptsfrom_feesand_commissions = Fundamentals.cash_receiptsfrom_feesand_commissions::float64 | cash_receiptsfrom_feesand_commissions_asof_date = Fundamentals.cash_receiptsfrom_feesand_commissions_asof_date::datetime64[ns] | cash_receiptsfrom_loans = Fundamentals.cash_receiptsfrom_loans::float64 | cash_receiptsfrom_loans_asof_date = Fundamentals.cash_receiptsfrom_loans_asof_date::datetime64[ns] | cash_receiptsfrom_paymentsfor_financial_derivative_contracts = Fundamentals.cash_receiptsfrom_paymentsfor_financial_derivative_contracts::float64 | cash_receiptsfrom_paymentsfor_financial_derivative_contracts_asof_date = Fundamentals.cash_receiptsfrom_paymentsfor_financial_derivative_contracts_asof_date::datetime64[ns] | cash_receiptsfrom_repaymentof_advancesand_loans_madeto_other_parties = Fundamentals.cash_receiptsfrom_repaymentof_advancesand_loans_madeto_other_parties::float64 | cash_receiptsfrom_repaymentof_advancesand_loans_madeto_other_parties_asof_date = Fundamentals.cash_receiptsfrom_repaymentof_advan...ns_madeto_other_parties_asof_date::datetime64[ns] | cash_receiptsfrom_securities_related_activities = Fundamentals.cash_receiptsfrom_securities_related_activities::float64 | cash_receiptsfrom_securities_related_activities_asof_date = Fundamentals.cash_receiptsfrom_securities_related_activities_asof_date::datetime64[ns] | cash_receiptsfrom_tax_refunds = Fundamentals.cash_receiptsfrom_tax_refunds::float64 | cash_receiptsfrom_tax_refunds_asof_date = Fundamentals.cash_receiptsfrom_tax_refunds_asof_date::datetime64[ns] | cash_receivedfrom_insurance_activities = Fundamentals.cash_receivedfrom_insurance_activities::float64 | cash_receivedfrom_insurance_activities_asof_date = Fundamentals.cash_receivedfrom_insurance_activities_asof_date::datetime64[ns] | cash_restricted_or_pledged = Fundamentals.cash_restricted_or_pledged::float64 | cash_restricted_or_pledged_asof_date = Fundamentals.cash_restricted_or_pledged_asof_date::datetime64[ns] | cash_return = Fundamentals.cash_return::float64 | cash_return_asof_date = Fundamentals.cash_return_asof_date::datetime64[ns] | cash_value_of_life_insurance = Fundamentals.cash_value_of_life_insurance::float64 | cash_value_of_life_insurance_asof_date = Fundamentals.cash_value_of_life_insurance_asof_date::datetime64[ns] | cashand_balanceswith_central_banks = Fundamentals.cashand_balanceswith_central_banks::float64 | cashand_balanceswith_central_banks_asof_date = Fundamentals.cashand_balanceswith_central_banks_asof_date::datetime64[ns] | cashto_total_assets = Fundamentals.cashto_total_assets::float64 | cashto_total_assets_asof_date = Fundamentals.cashto_total_assets_asof_date::datetime64[ns] | casualty_claims = Fundamentals.casualty_claims::float64 | casualty_claims_asof_date = Fundamentals.casualty_claims_asof_date::datetime64[ns] | ceded_premiums = Fundamentals.ceded_premiums::float64 | ceded_premiums_asof_date = Fundamentals.ceded_premiums_asof_date::datetime64[ns] | ceded_unearned_premiums = Fundamentals.ceded_unearned_premiums::float64 | ceded_unearned_premiums_asof_date = Fundamentals.ceded_unearned_premiums_asof_date::datetime64[ns] | cf_file_date = Fundamentals.cf_file_date::datetime64[ns] | cf_file_date_asof_date = Fundamentals.cf_file_date_asof_date::datetime64[ns] | cf_yield = Fundamentals.cf_yield::float64 | cf_yield_asof_date = Fundamentals.cf_yield_asof_date::datetime64[ns] | cfo_growth = Fundamentals.cfo_growth::float64 | cfo_growth_asof_date = Fundamentals.cfo_growth_asof_date::datetime64[ns] | cfo_per_share = Fundamentals.cfo_per_share::float64 | cfo_per_share_asof_date = Fundamentals.cfo_per_share_asof_date::datetime64[ns] | change_in_account_payable = Fundamentals.change_in_account_payable::float64 | change_in_account_payable_asof_date = Fundamentals.change_in_account_payable_asof_date::datetime64[ns] | change_in_accrued_expense = Fundamentals.change_in_accrued_expense::float64 | change_in_accrued_expense_asof_date = Fundamentals.change_in_accrued_expense_asof_date::datetime64[ns] | change_in_accrued_investment_income = Fundamentals.change_in_accrued_investment_income::float64 | change_in_accrued_investment_income_asof_date = Fundamentals.change_in_accrued_investment_income_asof_date::datetime64[ns] | change_in_deferred_acquisition_costs = Fundamentals.change_in_deferred_acquisition_costs::float64 | change_in_deferred_acquisition_costs_asof_date = Fundamentals.change_in_deferred_acquisition_costs_asof_date::datetime64[ns] | change_in_deferred_charges = Fundamentals.change_in_deferred_charges::float64 | change_in_deferred_charges_asof_date = Fundamentals.change_in_deferred_charges_asof_date::datetime64[ns] | change_in_dividend_payable = Fundamentals.change_in_dividend_payable::float64 | change_in_dividend_payable_asof_date = Fundamentals.change_in_dividend_payable_asof_date::datetime64[ns] | change_in_federal_funds_and_securities_sold_for_repurchase = Fundamentals.change_in_federal_funds_and_securities_sold_for_repurchase::float64 | change_in_federal_funds_and_securities_sold_for_repurchase_asof_date = Fundamentals.change_in_federal_funds_and_securities_sold_for_repurchase_asof_date::datetime64[ns] | change_in_funds_withheld = Fundamentals.change_in_funds_withheld::float64 | change_in_funds_withheld_asof_date = Fundamentals.change_in_funds_withheld_asof_date::datetime64[ns] | change_in_income_tax_payable = Fundamentals.change_in_income_tax_payable::float64 | change_in_income_tax_payable_asof_date = Fundamentals.change_in_income_tax_payable_asof_date::datetime64[ns] | change_in_interest_payable = Fundamentals.change_in_interest_payable::float64 | change_in_interest_payable_asof_date = Fundamentals.change_in_interest_payable_asof_date::datetime64[ns] | change_in_inventory = Fundamentals.change_in_inventory::float64 | change_in_inventory_asof_date = Fundamentals.change_in_inventory_asof_date::datetime64[ns] | change_in_loans = Fundamentals.change_in_loans::float64 | change_in_loans_asof_date = Fundamentals.change_in_loans_asof_date::datetime64[ns] | change_in_loss_and_loss_adjustment_expense_reserves = Fundamentals.change_in_loss_and_loss_adjustment_expense_reserves::float64 | change_in_loss_and_loss_adjustment_expense_reserves_asof_date = Fundamentals.change_in_loss_and_loss_adjustment_expense_reserves_asof_date::datetime64[ns] | change_in_other_current_assets = Fundamentals.change_in_other_current_assets::float64 | change_in_other_current_assets_asof_date = Fundamentals.change_in_other_current_assets_asof_date::datetime64[ns] | change_in_other_current_liabilities = Fundamentals.change_in_other_current_liabilities::float64 | change_in_other_current_liabilities_asof_date = Fundamentals.change_in_other_current_liabilities_asof_date::datetime64[ns] | change_in_other_working_capital = Fundamentals.change_in_other_working_capital::float64 | change_in_other_working_capital_asof_date = Fundamentals.change_in_other_working_capital_asof_date::datetime64[ns] | change_in_payable = Fundamentals.change_in_payable::float64 | change_in_payable_asof_date = Fundamentals.change_in_payable_asof_date::datetime64[ns] | change_in_payables_and_accrued_expense = Fundamentals.change_in_payables_and_accrued_expense::float64 | change_in_payables_and_accrued_expense_asof_date = Fundamentals.change_in_payables_and_accrued_expense_asof_date::datetime64[ns] | change_in_premiums_receivable = Fundamentals.change_in_premiums_receivable::float64 | change_in_premiums_receivable_asof_date = Fundamentals.change_in_premiums_receivable_asof_date::datetime64[ns] | change_in_prepaid_assets = Fundamentals.change_in_prepaid_assets::float64 | change_in_prepaid_assets_asof_date = Fundamentals.change_in_prepaid_assets_asof_date::datetime64[ns] | change_in_prepaid_reinsurance_premiums = Fundamentals.change_in_prepaid_reinsurance_premiums::float64 | change_in_prepaid_reinsurance_premiums_asof_date = Fundamentals.change_in_prepaid_reinsurance_premiums_asof_date::datetime64[ns] | change_in_receivables = Fundamentals.change_in_receivables::float64 | change_in_receivables_asof_date = Fundamentals.change_in_receivables_asof_date::datetime64[ns] | change_in_reinsurance_receivable_on_paid_losses = Fundamentals.change_in_reinsurance_receivable_on_paid_losses::float64 | change_in_reinsurance_receivable_on_paid_losses_asof_date = Fundamentals.change_in_reinsurance_receivable_on_paid_losses_asof_date::datetime64[ns] | change_in_reinsurance_recoverable_on_paid_and_unpaid_losses = Fundamentals.change_in_reinsurance_recoverable_on_paid_and_unpaid_losses::float64 | change_in_reinsurance_recoverable_on_paid_and_unpaid_losses_asof_date = Fundamentals.change_in_reinsurance_recoverable_on_paid_and_unpaid_losses_asof_date::datetime64[ns] | change_in_reinsurance_recoverable_on_unpaid_losses = Fundamentals.change_in_reinsurance_recoverable_on_unpaid_losses::float64 | change_in_reinsurance_recoverable_on_unpaid_losses_asof_date = Fundamentals.change_in_reinsurance_recoverable_on_unpaid_losses_asof_date::datetime64[ns] | change_in_restricted_cash = Fundamentals.change_in_restricted_cash::float64 | change_in_restricted_cash_asof_date = Fundamentals.change_in_restricted_cash_asof_date::datetime64[ns] | change_in_tax_payable = Fundamentals.change_in_tax_payable::float64 | change_in_tax_payable_asof_date = Fundamentals.change_in_tax_payable_asof_date::datetime64[ns] | change_in_trading_account_securities = Fundamentals.change_in_trading_account_securities::float64 | change_in_trading_account_securities_asof_date = Fundamentals.change_in_trading_account_securities_asof_date::datetime64[ns] | change_in_unearned_premiums = Fundamentals.change_in_unearned_premiums::float64 | change_in_unearned_premiums_asof_date = Fundamentals.change_in_unearned_premiums_asof_date::datetime64[ns] | change_in_unearned_premiums_ceded = Fundamentals.change_in_unearned_premiums_ceded::float64 | change_in_unearned_premiums_ceded_asof_date = Fundamentals.change_in_unearned_premiums_ceded_asof_date::datetime64[ns] | change_in_working_capital = Fundamentals.change_in_working_capital::float64 | change_in_working_capital_asof_date = Fundamentals.change_in_working_capital_asof_date::datetime64[ns] | changein_accrued_income = Fundamentals.changein_accrued_income::float64 | changein_accrued_income_asof_date = Fundamentals.changein_accrued_income_asof_date::datetime64[ns] | changein_deferred_income = Fundamentals.changein_deferred_income::float64 | changein_deferred_income_asof_date = Fundamentals.changein_deferred_income_asof_date::datetime64[ns] | changein_insurance_contract_assets = Fundamentals.changein_insurance_contract_assets::float64 | changein_insurance_contract_assets_asof_date = Fundamentals.changein_insurance_contract_assets_asof_date::datetime64[ns] | changein_investment_contract = Fundamentals.changein_investment_contract::float64 | changein_investment_contract_asof_date = Fundamentals.changein_investment_contract_asof_date::datetime64[ns] | changein_reinsurance_receivables = Fundamentals.changein_reinsurance_receivables::float64 | changein_reinsurance_receivables_asof_date = Fundamentals.changein_reinsurance_receivables_asof_date::datetime64[ns] | changein_the_gross_provisionfor_unearned_premiums = Fundamentals.changein_the_gross_provisionfor_unearned_premiums::float64 | changein_the_gross_provisionfor_unearned_premiums_asof_date = Fundamentals.changein_the_gross_provisionfor_unearned_premiums_asof_date::datetime64[ns] | changein_the_gross_provisionfor_unearned_premiums_reinsurers_share = Fundamentals.changein_the_gross_provisionfor_unearned_premiums_reinsurers_share::float64 | changein_the_gross_provisionfor_unearned_premiums_reinsurers_share_asof_date = Fundamentals.changein_the_gross_provisionfor_une...emiums_reinsurers_share_asof_date::datetime64[ns] | changes_in_account_receivables = Fundamentals.changes_in_account_receivables::float64 | changes_in_account_receivables_asof_date = Fundamentals.changes_in_account_receivables_asof_date::datetime64[ns] | changes_in_cash = Fundamentals.changes_in_cash::float64 | changes_in_cash_asof_date = Fundamentals.changes_in_cash_asof_date::datetime64[ns] | changesin_inventoriesof_finished_goodsand_workin_progress = Fundamentals.changesin_inventoriesof_finished_goodsand_workin_progress::float64 | changesin_inventoriesof_finished_goodsand_workin_progress_asof_date = Fundamentals.changesin_inventoriesof_finished_goodsand_workin_progress_asof_date::datetime64[ns] | cik = Fundamentals.cik::object | cik_asof_date = Fundamentals.cik_asof_date::datetime64[ns] | claims_outstanding = Fundamentals.claims_outstanding::float64 | claims_outstanding_asof_date = Fundamentals.claims_outstanding_asof_date::datetime64[ns] | claims_paid = Fundamentals.claims_paid::float64 | claims_paid_asof_date = Fundamentals.claims_paid_asof_date::datetime64[ns] | claimsand_changein_insurance_liabilities = Fundamentals.claimsand_changein_insurance_liabilities::float64 | claimsand_changein_insurance_liabilities_asof_date = Fundamentals.claimsand_changein_insurance_liabilities_asof_date::datetime64[ns] | claimsand_paid_incurred = Fundamentals.claimsand_paid_incurred::float64 | claimsand_paid_incurred_asof_date = Fundamentals.claimsand_paid_incurred_asof_date::datetime64[ns] | classesof_cash_payments = Fundamentals.classesof_cash_payments::float64 | classesof_cash_payments_asof_date = Fundamentals.classesof_cash_payments_asof_date::datetime64[ns] | classesof_cash_receiptsfrom_operating_activities = Fundamentals.classesof_cash_receiptsfrom_operating_activities::float64 | classesof_cash_receiptsfrom_operating_activities_asof_date = Fundamentals.classesof_cash_receiptsfrom_operating_activities_asof_date::datetime64[ns] | com_tre_sha_num = Fundamentals.com_tre_sha_num::float64 | com_tre_sha_num_asof_date = Fundamentals.com_tre_sha_num_asof_date::datetime64[ns] | commercial_loan = Fundamentals.commercial_loan::float64 | commercial_loan_asof_date = Fundamentals.commercial_loan_asof_date::datetime64[ns] | commercial_paper = Fundamentals.commercial_paper::float64 | commercial_paper_asof_date = Fundamentals.commercial_paper_asof_date::datetime64[ns] | commission_expenses = Fundamentals.commission_expenses::float64 | commission_expenses_asof_date = Fundamentals.commission_expenses_asof_date::datetime64[ns] | commission_paid = Fundamentals.commission_paid::float64 | commission_paid_asof_date = Fundamentals.commission_paid_asof_date::datetime64[ns] | commission_revenue = Fundamentals.commission_revenue::float64 | commission_revenue_asof_date = Fundamentals.commission_revenue_asof_date::datetime64[ns] | common_equity_to_assets = Fundamentals.common_equity_to_assets::float64 | common_equity_to_assets_asof_date = Fundamentals.common_equity_to_assets_asof_date::datetime64[ns] | common_share_sub_type = Fundamentals.common_share_sub_type::object | common_share_sub_type_asof_date = Fundamentals.common_share_sub_type_asof_date::datetime64[ns] | common_stock = Fundamentals.common_stock::float64 | common_stock_asof_date = Fundamentals.common_stock_asof_date::datetime64[ns] | common_stock_dividend_paid = Fundamentals.common_stock_dividend_paid::float64 | common_stock_dividend_paid_asof_date = Fundamentals.common_stock_dividend_paid_asof_date::datetime64[ns] | common_stock_equity = Fundamentals.common_stock_equity::float64 | common_stock_equity_asof_date = Fundamentals.common_stock_equity_asof_date::datetime64[ns] | common_stock_issuance = Fundamentals.common_stock_issuance::float64 | common_stock_issuance_asof_date = Fundamentals.common_stock_issuance_asof_date::datetime64[ns] | common_stock_payments = Fundamentals.common_stock_payments::float64 | common_stock_payments_asof_date = Fundamentals.common_stock_payments_asof_date::datetime64[ns] | common_stocks_available_for_sale = Fundamentals.common_stocks_available_for_sale::float64 | common_stocks_available_for_sale_asof_date = Fundamentals.common_stocks_available_for_sale_asof_date::datetime64[ns] | common_utility_plant = Fundamentals.common_utility_plant::float64 | common_utility_plant_asof_date = Fundamentals.common_utility_plant_asof_date::datetime64[ns] | company_status = Fundamentals.company_status::object | company_status_asof_date = Fundamentals.company_status_asof_date::datetime64[ns] | construction_grants = Fundamentals.construction_grants::float64 | construction_grants_asof_date = Fundamentals.construction_grants_asof_date::datetime64[ns] | construction_in_progress = Fundamentals.construction_in_progress::float64 | construction_in_progress_asof_date = Fundamentals.construction_in_progress_asof_date::datetime64[ns] | consumer_loan = Fundamentals.consumer_loan::float64 | consumer_loan_asof_date = Fundamentals.consumer_loan_asof_date::datetime64[ns] | contact_email = Fundamentals.contact_email::object | contact_email_asof_date = Fundamentals.contact_email_asof_date::datetime64[ns] | continuing_and_discontinued_basic_eps_earnings_reports = Fundamentals.continuing_and_discontinued_basic_eps_earnings_reports::float64 | continuing_and_discontinued_basic_eps_earnings_reports_asof_date = Fundamentals.continuing_and_discontinued_basic_eps_earnings_reports_asof_date::datetime64[ns] | continuing_and_discontinued_diluted_eps_earnings_reports = Fundamentals.continuing_and_discontinued_diluted_eps_earnings_reports::float64 | continuing_and_discontinued_diluted_eps_earnings_reports_asof_date = Fundamentals.continuing_and_discontinued_diluted_eps_earnings_reports_asof_date::datetime64[ns] | conversion_ratio = Fundamentals.conversion_ratio::float64 | conversion_ratio_asof_date = Fundamentals.conversion_ratio_asof_date::datetime64[ns] | convertible_loans_current = Fundamentals.convertible_loans_current::float64 | convertible_loans_current_asof_date = Fundamentals.convertible_loans_current_asof_date::datetime64[ns] | convertible_loans_non_current = Fundamentals.convertible_loans_non_current::float64 | convertible_loans_non_current_asof_date = Fundamentals.convertible_loans_non_current_asof_date::datetime64[ns] | cooperatives_share_capital_repayableon_demand = Fundamentals.cooperatives_share_capital_repayableon_demand::float64 | cooperatives_share_capital_repayableon_demand_asof_date = Fundamentals.cooperatives_share_capital_repayableon_demand_asof_date::datetime64[ns] | cost_of_revenue = Fundamentals.cost_of_revenue::float64 | cost_of_revenue_asof_date = Fundamentals.cost_of_revenue_asof_date::datetime64[ns] | country_id = Fundamentals.country_id::object | country_id_asof_date = Fundamentals.country_id_asof_date::datetime64[ns] | credit_card = Fundamentals.credit_card::float64 | credit_card_asof_date = Fundamentals.credit_card_asof_date::datetime64[ns] | credit_losses_provision = Fundamentals.credit_losses_provision::float64 | credit_losses_provision_asof_date = Fundamentals.credit_losses_provision_asof_date::datetime64[ns] | credit_risk_provisions = Fundamentals.credit_risk_provisions::float64 | credit_risk_provisions_asof_date = Fundamentals.credit_risk_provisions_asof_date::datetime64[ns] | cumulative_effect_of_accounting_change_cash_flow_statement = Fundamentals.cumulative_effect_of_accounting_change_cash_flow_statement::float64 | cumulative_effect_of_accounting_change_cash_flow_statement_asof_date = Fundamentals.cumulative_effect_of_accounting_change_cash_flow_statement_asof_date::datetime64[ns] | cumulative_effect_of_accounting_change_income_statement = Fundamentals.cumulative_effect_of_accounting_change_income_statement::float64 | cumulative_effect_of_accounting_change_income_statement_asof_date = Fundamentals.cumulative_effect_of_accounting_change_income_statement_asof_date::datetime64[ns] | currency_id = Fundamentals.currency_id::object | currency_id_asof_date = Fundamentals.currency_id_asof_date::datetime64[ns] | current_accrued_expenses = Fundamentals.current_accrued_expenses::float64 | current_accrued_expenses_asof_date = Fundamentals.current_accrued_expenses_asof_date::datetime64[ns] | current_assets = Fundamentals.current_assets::float64 | current_assets_asof_date = Fundamentals.current_assets_asof_date::datetime64[ns] | current_capital_lease_obligation = Fundamentals.current_capital_lease_obligation::float64 | current_capital_lease_obligation_asof_date = Fundamentals.current_capital_lease_obligation_asof_date::datetime64[ns] | current_debt = Fundamentals.current_debt::float64 | current_debt_and_capital_lease_obligation = Fundamentals.current_debt_and_capital_lease_obligation::float64 | current_debt_and_capital_lease_obligation_asof_date = Fundamentals.current_debt_and_capital_lease_obligation_asof_date::datetime64[ns] | current_debt_asof_date = Fundamentals.current_debt_asof_date::datetime64[ns] | current_deferred_assets = Fundamentals.current_deferred_assets::float64 | current_deferred_assets_asof_date = Fundamentals.current_deferred_assets_asof_date::datetime64[ns] | current_deferred_liabilities = Fundamentals.current_deferred_liabilities::float64 | current_deferred_liabilities_asof_date = Fundamentals.current_deferred_liabilities_asof_date::datetime64[ns] | current_deferred_revenue = Fundamentals.current_deferred_revenue::float64 | current_deferred_revenue_asof_date = Fundamentals.current_deferred_revenue_asof_date::datetime64[ns] | current_deferred_taxes_assets = Fundamentals.current_deferred_taxes_assets::float64 | current_deferred_taxes_assets_asof_date = Fundamentals.current_deferred_taxes_assets_asof_date::datetime64[ns] | current_deferred_taxes_liabilities = Fundamentals.current_deferred_taxes_liabilities::float64 | current_deferred_taxes_liabilities_asof_date = Fundamentals.current_deferred_taxes_liabilities_asof_date::datetime64[ns] | current_liabilities = Fundamentals.current_liabilities::float64 | current_liabilities_asof_date = Fundamentals.current_liabilities_asof_date::datetime64[ns] | current_notes_payable = Fundamentals.current_notes_payable::float64 | current_notes_payable_asof_date = Fundamentals.current_notes_payable_asof_date::datetime64[ns] | current_provisions = Fundamentals.current_provisions::float64 | current_provisions_asof_date = Fundamentals.current_provisions_asof_date::datetime64[ns] | current_ratio = Fundamentals.current_ratio::float64 | current_ratio_asof_date = Fundamentals.current_ratio_asof_date::datetime64[ns] | current_ratio_growth = Fundamentals.current_ratio_growth::float64 | current_ratio_growth_asof_date = Fundamentals.current_ratio_growth_asof_date::datetime64[ns] | customer_acceptances = Fundamentals.customer_acceptances::float64 | customer_acceptances_asof_date = Fundamentals.customer_acceptances_asof_date::datetime64[ns] | customer_accounts = Fundamentals.customer_accounts::float64 | customer_accounts_asof_date = Fundamentals.customer_accounts_asof_date::datetime64[ns] | days_in_inventory = Fundamentals.days_in_inventory::float64 | days_in_inventory_asof_date = Fundamentals.days_in_inventory_asof_date::datetime64[ns] | days_in_payment = Fundamentals.days_in_payment::float64 | days_in_payment_asof_date = Fundamentals.days_in_payment_asof_date::datetime64[ns] | days_in_sales = Fundamentals.days_in_sales::float64 | days_in_sales_asof_date = Fundamentals.days_in_sales_asof_date::datetime64[ns] | debt_securities = Fundamentals.debt_securities::float64 | debt_securities_asof_date = Fundamentals.debt_securities_asof_date::datetime64[ns] | debt_securitiesin_issue = Fundamentals.debt_securitiesin_issue::float64 | debt_securitiesin_issue_asof_date = Fundamentals.debt_securitiesin_issue_asof_date::datetime64[ns] | debt_total = Fundamentals.debt_total::float64 | debt_total_asof_date = Fundamentals.debt_total_asof_date::datetime64[ns] | debtto_assets = Fundamentals.debtto_assets::float64 | debtto_assets_asof_date = Fundamentals.debtto_assets_asof_date::datetime64[ns] | decreasein_interest_bearing_depositsin_bank = Fundamentals.decreasein_interest_bearing_depositsin_bank::float64 | decreasein_interest_bearing_depositsin_bank_asof_date = Fundamentals.decreasein_interest_bearing_depositsin_bank_asof_date::datetime64[ns] | deferred_acquisition_costs = Fundamentals.deferred_acquisition_costs::float64 | deferred_acquisition_costs_asof_date = Fundamentals.deferred_acquisition_costs_asof_date::datetime64[ns] | deferred_assets = Fundamentals.deferred_assets::float64 | deferred_assets_asof_date = Fundamentals.deferred_assets_asof_date::datetime64[ns] | deferred_cost_current = Fundamentals.deferred_cost_current::float64 | deferred_cost_current_asof_date = Fundamentals.deferred_cost_current_asof_date::datetime64[ns] | deferred_costs = Fundamentals.deferred_costs::float64 | deferred_costs_asof_date = Fundamentals.deferred_costs_asof_date::datetime64[ns] | deferred_financing_costs = Fundamentals.deferred_financing_costs::float64 | deferred_financing_costs_asof_date = Fundamentals.deferred_financing_costs_asof_date::datetime64[ns] | deferred_income_tax = Fundamentals.deferred_income_tax::float64 | deferred_income_tax_asof_date = Fundamentals.deferred_income_tax_asof_date::datetime64[ns] | deferred_policy_acquisition_costs = Fundamentals.deferred_policy_acquisition_costs::float64 | deferred_policy_acquisition_costs_asof_date = Fundamentals.deferred_policy_acquisition_costs_asof_date::datetime64[ns] | deferred_tax = Fundamentals.deferred_tax::float64 | deferred_tax_asof_date = Fundamentals.deferred_tax_asof_date::datetime64[ns] | deferred_tax_assets = Fundamentals.deferred_tax_assets::float64 | deferred_tax_assets_asof_date = Fundamentals.deferred_tax_assets_asof_date::datetime64[ns] | deferred_tax_liabilities_total = Fundamentals.deferred_tax_liabilities_total::float64 | deferred_tax_liabilities_total_asof_date = Fundamentals.deferred_tax_liabilities_total_asof_date::datetime64[ns] | defined_pension_benefit = Fundamentals.defined_pension_benefit::float64 | defined_pension_benefit_asof_date = Fundamentals.defined_pension_benefit_asof_date::datetime64[ns] | delisting_date = Fundamentals.delisting_date::datetime64[ns] | delisting_date_asof_date = Fundamentals.delisting_date_asof_date::datetime64[ns] | delisting_reason = Fundamentals.delisting_reason::object | delisting_reason_asof_date = Fundamentals.delisting_reason_asof_date::datetime64[ns] | depletion_cash_flow_statement = Fundamentals.depletion_cash_flow_statement::float64 | depletion_cash_flow_statement_asof_date = Fundamentals.depletion_cash_flow_statement_asof_date::datetime64[ns] | depletion_income_statement = Fundamentals.depletion_income_statement::float64 | depletion_income_statement_asof_date = Fundamentals.depletion_income_statement_asof_date::datetime64[ns] | depositary_receipt_ratio = Fundamentals.depositary_receipt_ratio::float64 | depositary_receipt_ratio_asof_date = Fundamentals.depositary_receipt_ratio_asof_date::datetime64[ns] | deposits_madeunder_assumed_reinsurance_contract = Fundamentals.deposits_madeunder_assumed_reinsurance_contract::float64 | deposits_madeunder_assumed_reinsurance_contract_asof_date = Fundamentals.deposits_madeunder_assumed_reinsurance_contract_asof_date::datetime64[ns] | deposits_receivedunder_ceded_insurance_contract = Fundamentals.deposits_receivedunder_ceded_insurance_contract::float64 | deposits_receivedunder_ceded_insurance_contract_asof_date = Fundamentals.deposits_receivedunder_ceded_insurance_contract_asof_date::datetime64[ns] | depositsby_bank = Fundamentals.depositsby_bank::float64 | depositsby_bank_asof_date = Fundamentals.depositsby_bank_asof_date::datetime64[ns] | depreciation_amortization_depletion_cash_flow_statement = Fundamentals.depreciation_amortization_depletion_cash_flow_statement::float64 | depreciation_amortization_depletion_cash_flow_statement_asof_date = Fundamentals.depreciation_amortization_depletion_cash_flow_statement_asof_date::datetime64[ns] | depreciation_amortization_depletion_income_statement = Fundamentals.depreciation_amortization_depletion_income_statement::float64 | depreciation_amortization_depletion_income_statement_asof_date = Fundamentals.depreciation_amortization_depletion_income_statement_asof_date::datetime64[ns] | depreciation_and_amortization_cash_flow_statement = Fundamentals.depreciation_and_amortization_cash_flow_statement::float64 | depreciation_and_amortization_cash_flow_statement_asof_date = Fundamentals.depreciation_and_amortization_cash_flow_statement_asof_date::datetime64[ns] | depreciation_and_amortization_income_statement = Fundamentals.depreciation_and_amortization_income_statement::float64 | depreciation_and_amortization_income_statement_asof_date = Fundamentals.depreciation_and_amortization_income_statement_asof_date::datetime64[ns] | depreciation_cash_flow_statement = Fundamentals.depreciation_cash_flow_statement::float64 | depreciation_cash_flow_statement_asof_date = Fundamentals.depreciation_cash_flow_statement_asof_date::datetime64[ns] | depreciation_income_statement = Fundamentals.depreciation_income_statement::float64 | depreciation_income_statement_asof_date = Fundamentals.depreciation_income_statement_asof_date::datetime64[ns] | derivative_assets = Fundamentals.derivative_assets::float64 | derivative_assets_asof_date = Fundamentals.derivative_assets_asof_date::datetime64[ns] | derivative_product_liabilities = Fundamentals.derivative_product_liabilities::float64 | derivative_product_liabilities_asof_date = Fundamentals.derivative_product_liabilities_asof_date::datetime64[ns] | development_expense = Fundamentals.development_expense::float64 | development_expense_asof_date = Fundamentals.development_expense_asof_date::datetime64[ns] | diluted_accounting_change_earnings_reports = Fundamentals.diluted_accounting_change_earnings_reports::float64 | diluted_accounting_change_earnings_reports_asof_date = Fundamentals.diluted_accounting_change_earnings_reports_asof_date::datetime64[ns] | diluted_average_shares_earnings_reports = Fundamentals.diluted_average_shares_earnings_reports::float64 | diluted_average_shares_earnings_reports_asof_date = Fundamentals.diluted_average_shares_earnings_reports_asof_date::datetime64[ns] | diluted_cont_eps_growth = Fundamentals.diluted_cont_eps_growth::float64 | diluted_cont_eps_growth_asof_date = Fundamentals.diluted_cont_eps_growth_asof_date::datetime64[ns] | diluted_continuous_operations_earnings_reports = Fundamentals.diluted_continuous_operations_earnings_reports::float64 | diluted_continuous_operations_earnings_reports_asof_date = Fundamentals.diluted_continuous_operations_earnings_reports_asof_date::datetime64[ns] | diluted_discontinuous_operations_earnings_reports = Fundamentals.diluted_discontinuous_operations_earnings_reports::float64 | diluted_discontinuous_operations_earnings_reports_asof_date = Fundamentals.diluted_discontinuous_operations_earnings_reports_asof_date::datetime64[ns] | diluted_eps_earnings_reports = Fundamentals.diluted_eps_earnings_reports::float64 | diluted_eps_earnings_reports_asof_date = Fundamentals.diluted_eps_earnings_reports_asof_date::datetime64[ns] | diluted_eps_growth = Fundamentals.diluted_eps_growth::float64 | diluted_eps_growth_asof_date = Fundamentals.diluted_eps_growth_asof_date::datetime64[ns] | diluted_eps_other_gains_losses_earnings_reports = Fundamentals.diluted_eps_other_gains_losses_earnings_reports::float64 | diluted_eps_other_gains_losses_earnings_reports_asof_date = Fundamentals.diluted_eps_other_gains_losses_earnings_reports_asof_date::datetime64[ns] | diluted_extraordinary_earnings_reports = Fundamentals.diluted_extraordinary_earnings_reports::float64 | diluted_extraordinary_earnings_reports_asof_date = Fundamentals.diluted_extraordinary_earnings_reports_asof_date::datetime64[ns] | diluted_ni_availto_com_stockholders = Fundamentals.diluted_ni_availto_com_stockholders::float64 | diluted_ni_availto_com_stockholders_asof_date = Fundamentals.diluted_ni_availto_com_stockholders_asof_date::datetime64[ns] | distribution_costs = Fundamentals.distribution_costs::float64 | distribution_costs_asof_date = Fundamentals.distribution_costs_asof_date::datetime64[ns] | div_yield5_year = Fundamentals.div_yield5_year::float64 | div_yield5_year_asof_date = Fundamentals.div_yield5_year_asof_date::datetime64[ns] | dividend_income = Fundamentals.dividend_income::float64 | dividend_income_asof_date = Fundamentals.dividend_income_asof_date::datetime64[ns] | dividend_paid_cfo = Fundamentals.dividend_paid_cfo::float64 | dividend_paid_cfo_asof_date = Fundamentals.dividend_paid_cfo_asof_date::datetime64[ns] | dividend_per_share_earnings_reports = Fundamentals.dividend_per_share_earnings_reports::float64 | dividend_per_share_earnings_reports_asof_date = Fundamentals.dividend_per_share_earnings_reports_asof_date::datetime64[ns] | dividend_received_cfo = Fundamentals.dividend_received_cfo::float64 | dividend_received_cfo_asof_date = Fundamentals.dividend_received_cfo_asof_date::datetime64[ns] | dividends_paid_direct = Fundamentals.dividends_paid_direct::float64 | dividends_paid_direct_asof_date = Fundamentals.dividends_paid_direct_asof_date::datetime64[ns] | dividends_payable = Fundamentals.dividends_payable::float64 | dividends_payable_asof_date = Fundamentals.dividends_payable_asof_date::datetime64[ns] | dividends_received_cfi = Fundamentals.dividends_received_cfi::float64 | dividends_received_cfi_asof_date = Fundamentals.dividends_received_cfi_asof_date::datetime64[ns] | dividends_received_direct = Fundamentals.dividends_received_direct::float64 | dividends_received_direct_asof_date = Fundamentals.dividends_received_direct_asof_date::datetime64[ns] | domestic_sales = Fundamentals.domestic_sales::float64 | domestic_sales_asof_date = Fundamentals.domestic_sales_asof_date::datetime64[ns] | dps_growth = Fundamentals.dps_growth::float64 | dps_growth_asof_date = Fundamentals.dps_growth_asof_date::datetime64[ns] | due_from_related_parties = Fundamentals.due_from_related_parties::float64 | due_from_related_parties_asof_date = Fundamentals.due_from_related_parties_asof_date::datetime64[ns] | e_vto_ebit = Fundamentals.e_vto_ebit::float64 | e_vto_ebit_asof_date = Fundamentals.e_vto_ebit_asof_date::datetime64[ns] | e_vto_fcf = Fundamentals.e_vto_fcf::float64 | e_vto_fcf_asof_date = Fundamentals.e_vto_fcf_asof_date::datetime64[ns] | e_vto_pre_tax_income = Fundamentals.e_vto_pre_tax_income::float64 | e_vto_pre_tax_income_asof_date = Fundamentals.e_vto_pre_tax_income_asof_date::datetime64[ns] | e_vto_revenue = Fundamentals.e_vto_revenue::float64 | e_vto_revenue_asof_date = Fundamentals.e_vto_revenue_asof_date::datetime64[ns] | e_vto_total_assets = Fundamentals.e_vto_total_assets::float64 | e_vto_total_assets_asof_date = Fundamentals.e_vto_total_assets_asof_date::datetime64[ns] | earning_loss_of_equity_investments = Fundamentals.earning_loss_of_equity_investments::float64 | earning_loss_of_equity_investments_asof_date = Fundamentals.earning_loss_of_equity_investments_asof_date::datetime64[ns] | earning_yield = Fundamentals.earning_yield::float64 | earning_yield_asof_date = Fundamentals.earning_yield_asof_date::datetime64[ns] | earnings_from_equity_interest = Fundamentals.earnings_from_equity_interest::float64 | earnings_from_equity_interest_asof_date = Fundamentals.earnings_from_equity_interest_asof_date::datetime64[ns] | earnings_losses_from_equity_investments = Fundamentals.earnings_losses_from_equity_investments::float64 | earnings_losses_from_equity_investments_asof_date = Fundamentals.earnings_losses_from_equity_investments_asof_date::datetime64[ns] | earningsfrom_equity_interest_net_of_tax = Fundamentals.earningsfrom_equity_interest_net_of_tax::float64 | earningsfrom_equity_interest_net_of_tax_asof_date = Fundamentals.earningsfrom_equity_interest_net_of_tax_asof_date::datetime64[ns] | ebit = Fundamentals.ebit::float64 | ebit_asof_date = Fundamentals.ebit_asof_date::datetime64[ns] | ebit_margin = Fundamentals.ebit_margin::float64 | ebit_margin_asof_date = Fundamentals.ebit_margin_asof_date::datetime64[ns] | ebitda = Fundamentals.ebitda::float64 | ebitda_asof_date = Fundamentals.ebitda_asof_date::datetime64[ns] | ebitda_growth = Fundamentals.ebitda_growth::float64 | ebitda_growth_asof_date = Fundamentals.ebitda_growth_asof_date::datetime64[ns] | ebitda_margin = Fundamentals.ebitda_margin::float64 | ebitda_margin_asof_date = Fundamentals.ebitda_margin_asof_date::datetime64[ns] | effect_of_exchange_rate_changes = Fundamentals.effect_of_exchange_rate_changes::float64 | effect_of_exchange_rate_changes_asof_date = Fundamentals.effect_of_exchange_rate_changes_asof_date::datetime64[ns] | electric_revenue = Fundamentals.electric_revenue::float64 | electric_revenue_asof_date = Fundamentals.electric_revenue_asof_date::datetime64[ns] | electric_utility_plant = Fundamentals.electric_utility_plant::float64 | electric_utility_plant_asof_date = Fundamentals.electric_utility_plant_asof_date::datetime64[ns] | employee_benefits = Fundamentals.employee_benefits::float64 | employee_benefits_asof_date = Fundamentals.employee_benefits_asof_date::datetime64[ns] | end_cash_position = Fundamentals.end_cash_position::float64 | end_cash_position_asof_date = Fundamentals.end_cash_position_asof_date::datetime64[ns] | enterprise_value = Fundamentals.enterprise_value::float64 | enterprise_value_asof_date = Fundamentals.enterprise_value_asof_date::datetime64[ns] | equipment = Fundamentals.equipment::float64 | equipment_asof_date = Fundamentals.equipment_asof_date::datetime64[ns] | equity_attributable_to_owners_of_parent = Fundamentals.equity_attributable_to_owners_of_parent::float64 | equity_attributable_to_owners_of_parent_asof_date = Fundamentals.equity_attributable_to_owners_of_parent_asof_date::datetime64[ns] | equity_investments = Fundamentals.equity_investments::float64 | equity_investments_asof_date = Fundamentals.equity_investments_asof_date::datetime64[ns] | equity_per_share_growth = Fundamentals.equity_per_share_growth::float64 | equity_per_share_growth_asof_date = Fundamentals.equity_per_share_growth_asof_date::datetime64[ns] | equity_shares_investments = Fundamentals.equity_shares_investments::float64 | equity_shares_investments_asof_date = Fundamentals.equity_shares_investments_asof_date::datetime64[ns] | esop_debt_guarantee = Fundamentals.esop_debt_guarantee::float64 | esop_debt_guarantee_asof_date = Fundamentals.esop_debt_guarantee_asof_date::datetime64[ns] | ev_to_ebit3_yr_avg = Fundamentals.ev_to_ebit3_yr_avg::float64 | ev_to_ebit3_yr_avg_asof_date = Fundamentals.ev_to_ebit3_yr_avg_asof_date::datetime64[ns] | ev_to_ebit3_yr_avg_change = Fundamentals.ev_to_ebit3_yr_avg_change::float64 | ev_to_ebit3_yr_avg_change_asof_date = Fundamentals.ev_to_ebit3_yr_avg_change_asof_date::datetime64[ns] | ev_to_ebitda = Fundamentals.ev_to_ebitda::float64 | ev_to_ebitda10_year_growth = Fundamentals.ev_to_ebitda10_year_growth::float64 | ev_to_ebitda10_year_growth_asof_date = Fundamentals.ev_to_ebitda10_year_growth_asof_date::datetime64[ns] | ev_to_ebitda1_year_growth = Fundamentals.ev_to_ebitda1_year_growth::float64 | ev_to_ebitda1_year_growth_asof_date = Fundamentals.ev_to_ebitda1_year_growth_asof_date::datetime64[ns] | ev_to_ebitda3_year_growth = Fundamentals.ev_to_ebitda3_year_growth::float64 | ev_to_ebitda3_year_growth_asof_date = Fundamentals.ev_to_ebitda3_year_growth_asof_date::datetime64[ns] | ev_to_ebitda3_yr_avg = Fundamentals.ev_to_ebitda3_yr_avg::float64 | ev_to_ebitda3_yr_avg_asof_date = Fundamentals.ev_to_ebitda3_yr_avg_asof_date::datetime64[ns] | ev_to_ebitda3_yr_avg_change = Fundamentals.ev_to_ebitda3_yr_avg_change::float64 | ev_to_ebitda3_yr_avg_change_asof_date = Fundamentals.ev_to_ebitda3_yr_avg_change_asof_date::datetime64[ns] | ev_to_ebitda5_year_growth = Fundamentals.ev_to_ebitda5_year_growth::float64 | ev_to_ebitda5_year_growth_asof_date = Fundamentals.ev_to_ebitda5_year_growth_asof_date::datetime64[ns] | ev_to_ebitda_asof_date = Fundamentals.ev_to_ebitda_asof_date::datetime64[ns] | ev_to_fcf10_year_growth = Fundamentals.ev_to_fcf10_year_growth::float64 | ev_to_fcf10_year_growth_asof_date = Fundamentals.ev_to_fcf10_year_growth_asof_date::datetime64[ns] | ev_to_fcf1_year_growth = Fundamentals.ev_to_fcf1_year_growth::float64 | ev_to_fcf1_year_growth_asof_date = Fundamentals.ev_to_fcf1_year_growth_asof_date::datetime64[ns] | ev_to_fcf3_year_growth = Fundamentals.ev_to_fcf3_year_growth::float64 | ev_to_fcf3_year_growth_asof_date = Fundamentals.ev_to_fcf3_year_growth_asof_date::datetime64[ns] | ev_to_fcf3_yr_avg = Fundamentals.ev_to_fcf3_yr_avg::float64 | ev_to_fcf3_yr_avg_asof_date = Fundamentals.ev_to_fcf3_yr_avg_asof_date::datetime64[ns] | ev_to_fcf3_yr_avg_change = Fundamentals.ev_to_fcf3_yr_avg_change::float64 | ev_to_fcf3_yr_avg_change_asof_date = Fundamentals.ev_to_fcf3_yr_avg_change_asof_date::datetime64[ns] | ev_to_fcf5_year_growth = Fundamentals.ev_to_fcf5_year_growth::float64 | ev_to_fcf5_year_growth_asof_date = Fundamentals.ev_to_fcf5_year_growth_asof_date::datetime64[ns] | ev_to_forward_ebit = Fundamentals.ev_to_forward_ebit::float64 | ev_to_forward_ebit_asof_date = Fundamentals.ev_to_forward_ebit_asof_date::datetime64[ns] | ev_to_forward_ebitda = Fundamentals.ev_to_forward_ebitda::float64 | ev_to_forward_ebitda_asof_date = Fundamentals.ev_to_forward_ebitda_asof_date::datetime64[ns] | ev_to_forward_revenue = Fundamentals.ev_to_forward_revenue::float64 | ev_to_forward_revenue_asof_date = Fundamentals.ev_to_forward_revenue_asof_date::datetime64[ns] | ev_to_revenue10_year_growth = Fundamentals.ev_to_revenue10_year_growth::float64 | ev_to_revenue10_year_growth_asof_date = Fundamentals.ev_to_revenue10_year_growth_asof_date::datetime64[ns] | ev_to_revenue1_year_growth = Fundamentals.ev_to_revenue1_year_growth::float64 | ev_to_revenue1_year_growth_asof_date = Fundamentals.ev_to_revenue1_year_growth_asof_date::datetime64[ns] | ev_to_revenue3_year_growth = Fundamentals.ev_to_revenue3_year_growth::float64 | ev_to_revenue3_year_growth_asof_date = Fundamentals.ev_to_revenue3_year_growth_asof_date::datetime64[ns] | ev_to_revenue3_yr_avg = Fundamentals.ev_to_revenue3_yr_avg::float64 | ev_to_revenue3_yr_avg_asof_date = Fundamentals.ev_to_revenue3_yr_avg_asof_date::datetime64[ns] | ev_to_revenue3_yr_avg_change = Fundamentals.ev_to_revenue3_yr_avg_change::float64 | ev_to_revenue3_yr_avg_change_asof_date = Fundamentals.ev_to_revenue3_yr_avg_change_asof_date::datetime64[ns] | ev_to_revenue5_year_growth = Fundamentals.ev_to_revenue5_year_growth::float64 | ev_to_revenue5_year_growth_asof_date = Fundamentals.ev_to_revenue5_year_growth_asof_date::datetime64[ns] | ev_to_total_assets10_year_growth = Fundamentals.ev_to_total_assets10_year_growth::float64 | ev_to_total_assets10_year_growth_asof_date = Fundamentals.ev_to_total_assets10_year_growth_asof_date::datetime64[ns] | ev_to_total_assets1_year_growth = Fundamentals.ev_to_total_assets1_year_growth::float64 | ev_to_total_assets1_year_growth_asof_date = Fundamentals.ev_to_total_assets1_year_growth_asof_date::datetime64[ns] | ev_to_total_assets3_year_growth = Fundamentals.ev_to_total_assets3_year_growth::float64 | ev_to_total_assets3_year_growth_asof_date = Fundamentals.ev_to_total_assets3_year_growth_asof_date::datetime64[ns] | ev_to_total_assets3_yr_avg = Fundamentals.ev_to_total_assets3_yr_avg::float64 | ev_to_total_assets3_yr_avg_asof_date = Fundamentals.ev_to_total_assets3_yr_avg_asof_date::datetime64[ns] | ev_to_total_assets3_yr_avg_change = Fundamentals.ev_to_total_assets3_yr_avg_change::float64 | ev_to_total_assets3_yr_avg_change_asof_date = Fundamentals.ev_to_total_assets3_yr_avg_change_asof_date::datetime64[ns] | ev_to_total_assets5_year_growth = Fundamentals.ev_to_total_assets5_year_growth::float64 | ev_to_total_assets5_year_growth_asof_date = Fundamentals.ev_to_total_assets5_year_growth_asof_date::datetime64[ns] | exceptional_items = Fundamentals.exceptional_items::float64 | exceptional_items_asof_date = Fundamentals.exceptional_items_asof_date::datetime64[ns] | excess_tax_benefit_from_stock_based_compensation = Fundamentals.excess_tax_benefit_from_stock_based_compensation::float64 | excess_tax_benefit_from_stock_based_compensation_asof_date = Fundamentals.excess_tax_benefit_from_stock_based_compensation_asof_date::datetime64[ns] | exchange_id = Fundamentals.exchange_id::object | exchange_id_asof_date = Fundamentals.exchange_id_asof_date::datetime64[ns] | exchange_sub_market_global_id = Fundamentals.exchange_sub_market_global_id::object | exchange_sub_market_global_id_asof_date = Fundamentals.exchange_sub_market_global_id_asof_date::datetime64[ns] | excise_taxes = Fundamentals.excise_taxes::float64 | excise_taxes_asof_date = Fundamentals.excise_taxes_asof_date::datetime64[ns] | expected_dividend_growth_rate = Fundamentals.expected_dividend_growth_rate::float64 | expected_dividend_growth_rate_asof_date = Fundamentals.expected_dividend_growth_rate_asof_date::datetime64[ns] | exploration_development_and_mineral_property_lease_expenses = Fundamentals.exploration_development_and_mineral_property_lease_expenses::float64 | exploration_development_and_mineral_property_lease_expenses_asof_date = Fundamentals.exploration_development_and_mineral_property_lease_expenses_asof_date::datetime64[ns] | extraordinary_items = Fundamentals.extraordinary_items::float64 | extraordinary_items_asof_date = Fundamentals.extraordinary_items_asof_date::datetime64[ns] | facilities_and_other = Fundamentals.facilities_and_other::float64 | facilities_and_other_asof_date = Fundamentals.facilities_and_other_asof_date::datetime64[ns] | fc_fto_cfo = Fundamentals.fc_fto_cfo::float64 | fc_fto_cfo_asof_date = Fundamentals.fc_fto_cfo_asof_date::datetime64[ns] | fcf_growth = Fundamentals.fcf_growth::float64 | fcf_growth_asof_date = Fundamentals.fcf_growth_asof_date::datetime64[ns] | fcf_net_income_ratio = Fundamentals.fcf_net_income_ratio::float64 | fcf_net_income_ratio_asof_date = Fundamentals.fcf_net_income_ratio_asof_date::datetime64[ns] | fcf_per_share = Fundamentals.fcf_per_share::float64 | fcf_per_share_asof_date = Fundamentals.fcf_per_share_asof_date::datetime64[ns] | fcf_per_share_growth = Fundamentals.fcf_per_share_growth::float64 | fcf_per_share_growth_asof_date = Fundamentals.fcf_per_share_growth_asof_date::datetime64[ns] | fcf_ratio = Fundamentals.fcf_ratio::float64 | fcf_ratio_asof_date = Fundamentals.fcf_ratio_asof_date::datetime64[ns] | fcf_ratio_price_multiple_ratios = Fundamentals.fcf_ratio_price_multiple_ratios::float64 | fcf_ratio_price_multiple_ratios_asof_date = Fundamentals.fcf_ratio_price_multiple_ratios_asof_date::datetime64[ns] | fcf_sales_ratio = Fundamentals.fcf_sales_ratio::float64 | fcf_sales_ratio_asof_date = Fundamentals.fcf_sales_ratio_asof_date::datetime64[ns] | fcf_yield = Fundamentals.fcf_yield::float64 | fcf_yield_asof_date = Fundamentals.fcf_yield_asof_date::datetime64[ns] | federal_funds_purchased = Fundamentals.federal_funds_purchased::float64 | federal_funds_purchased_and_securities_sold_under_agreement_to_repurchase = Fundamentals.federal_funds_purchased_and_securities_sold_under_agreement_to_repurchase::float64 | federal_funds_purchased_and_securities_sold_under_agreement_to_repurchase_asof_date = Fundamentals.federal_funds_purchased_and_securit...agreement_to_repurchase_asof_date::datetime64[ns] | federal_funds_purchased_asof_date = Fundamentals.federal_funds_purchased_asof_date::datetime64[ns] | federal_funds_sold = Fundamentals.federal_funds_sold::float64 | federal_funds_sold_and_securities_purchase_under_agreements_to_resell = Fundamentals.federal_funds_sold_and_securities_purchase_under_agreements_to_resell::float64 | federal_funds_sold_and_securities_purchase_under_agreements_to_resell_asof_date = Fundamentals.federal_funds_sold_and_securities_p...er_agreements_to_resell_asof_date::datetime64[ns] | federal_funds_sold_asof_date = Fundamentals.federal_funds_sold_asof_date::datetime64[ns] | federal_home_loan_bank_stock = Fundamentals.federal_home_loan_bank_stock::float64 | federal_home_loan_bank_stock_asof_date = Fundamentals.federal_home_loan_bank_stock_asof_date::datetime64[ns] | fee_revenue_and_other_income = Fundamentals.fee_revenue_and_other_income::float64 | fee_revenue_and_other_income_asof_date = Fundamentals.fee_revenue_and_other_income_asof_date::datetime64[ns] | fees = Fundamentals.fees::float64 | fees_and_commissions = Fundamentals.fees_and_commissions::float64 | fees_and_commissions_asof_date = Fundamentals.fees_and_commissions_asof_date::datetime64[ns] | fees_asof_date = Fundamentals.fees_asof_date::datetime64[ns] | feesand_commission_expense = Fundamentals.feesand_commission_expense::float64 | feesand_commission_expense_asof_date = Fundamentals.feesand_commission_expense_asof_date::datetime64[ns] | feesand_commission_income = Fundamentals.feesand_commission_income::float64 | feesand_commission_income_asof_date = Fundamentals.feesand_commission_income_asof_date::datetime64[ns] | ffo_per_share = Fundamentals.ffo_per_share::float64 | ffo_per_share_asof_date = Fundamentals.ffo_per_share_asof_date::datetime64[ns] | file_date = Fundamentals.file_date::datetime64[ns] | file_date_asof_date = Fundamentals.file_date_asof_date::datetime64[ns] | file_date_earnings_reports = Fundamentals.file_date_earnings_reports::datetime64[ns] | file_date_earnings_reports_asof_date = Fundamentals.file_date_earnings_reports_asof_date::datetime64[ns] | finance_lease_receivables = Fundamentals.finance_lease_receivables::float64 | finance_lease_receivables_asof_date = Fundamentals.finance_lease_receivables_asof_date::datetime64[ns] | finance_lease_receivables_current = Fundamentals.finance_lease_receivables_current::float64 | finance_lease_receivables_current_asof_date = Fundamentals.finance_lease_receivables_current_asof_date::datetime64[ns] | finance_lease_receivables_non_current = Fundamentals.finance_lease_receivables_non_current::float64 | finance_lease_receivables_non_current_asof_date = Fundamentals.finance_lease_receivables_non_current_asof_date::datetime64[ns] | financial_assets = Fundamentals.financial_assets::float64 | financial_assets_asof_date = Fundamentals.financial_assets_asof_date::datetime64[ns] | financial_assets_designatedas_fair_value_through_profitor_loss_total = Fundamentals.financial_assets_designatedas_fair_value_through_profitor_loss_total::float64 | financial_assets_designatedas_fair_value_through_profitor_loss_total_asof_date = Fundamentals.financial_assets_designatedas_fair_...ugh_profitor_loss_total_asof_date::datetime64[ns] | financial_health_grade = Fundamentals.financial_health_grade::object | financial_health_grade_asof_date = Fundamentals.financial_health_grade_asof_date::datetime64[ns] | financial_instruments_sold_under_agreements_to_repurchase = Fundamentals.financial_instruments_sold_under_agreements_to_repurchase::float64 | financial_instruments_sold_under_agreements_to_repurchase_asof_date = Fundamentals.financial_instruments_sold_under_agreements_to_repurchase_asof_date::datetime64[ns] | financial_leverage = Fundamentals.financial_leverage::float64 | financial_leverage_asof_date = Fundamentals.financial_leverage_asof_date::datetime64[ns] | financial_liabilities_current = Fundamentals.financial_liabilities_current::float64 | financial_liabilities_current_asof_date = Fundamentals.financial_liabilities_current_asof_date::datetime64[ns] | financial_liabilities_designatedas_fair_value_through_profitor_loss_total = Fundamentals.financial_liabilities_designatedas_fair_value_through_profitor_loss_total::float64 | financial_liabilities_designatedas_fair_value_through_profitor_loss_total_asof_date = Fundamentals.financial_liabilities_designatedas_...ugh_profitor_loss_total_asof_date::datetime64[ns] | financial_liabilities_measuredat_amortized_cost_total = Fundamentals.financial_liabilities_measuredat_amortized_cost_total::float64 | financial_liabilities_measuredat_amortized_cost_total_asof_date = Fundamentals.financial_liabilities_measuredat_amortized_cost_total_asof_date::datetime64[ns] | financial_liabilities_non_current = Fundamentals.financial_liabilities_non_current::float64 | financial_liabilities_non_current_asof_date = Fundamentals.financial_liabilities_non_current_asof_date::datetime64[ns] | financial_or_derivative_investment_current_liabilities = Fundamentals.financial_or_derivative_investment_current_liabilities::float64 | financial_or_derivative_investment_current_liabilities_asof_date = Fundamentals.financial_or_derivative_investment_current_liabilities_asof_date::datetime64[ns] | financing_cash_flow = Fundamentals.financing_cash_flow::float64 | financing_cash_flow_asof_date = Fundamentals.financing_cash_flow_asof_date::datetime64[ns] | finished_goods = Fundamentals.finished_goods::float64 | finished_goods_asof_date = Fundamentals.finished_goods_asof_date::datetime64[ns] | fiscal_year_end = Fundamentals.fiscal_year_end::int64 | fiscal_year_end_asof_date = Fundamentals.fiscal_year_end_asof_date::datetime64[ns] | fix_assets_turonver = Fundamentals.fix_assets_turonver::float64 | fix_assets_turonver_asof_date = Fundamentals.fix_assets_turonver_asof_date::datetime64[ns] | fixed_maturities_available_for_sale = Fundamentals.fixed_maturities_available_for_sale::float64 | fixed_maturities_available_for_sale_asof_date = Fundamentals.fixed_maturities_available_for_sale_asof_date::datetime64[ns] | fixed_maturities_held_to_maturity = Fundamentals.fixed_maturities_held_to_maturity::float64 | fixed_maturities_held_to_maturity_asof_date = Fundamentals.fixed_maturities_held_to_maturity_asof_date::datetime64[ns] | fixed_maturities_trading = Fundamentals.fixed_maturities_trading::float64 | fixed_maturities_trading_asof_date = Fundamentals.fixed_maturities_trading_asof_date::datetime64[ns] | fixed_maturity_investments = Fundamentals.fixed_maturity_investments::float64 | fixed_maturity_investments_asof_date = Fundamentals.fixed_maturity_investments_asof_date::datetime64[ns] | flight_fleet_vehicle_and_related_equipments = Fundamentals.flight_fleet_vehicle_and_related_equipments::float64 | flight_fleet_vehicle_and_related_equipments_asof_date = Fundamentals.flight_fleet_vehicle_and_related_equipments_asof_date::datetime64[ns] | foreclosed_assets = Fundamentals.foreclosed_assets::float64 | foreclosed_assets_asof_date = Fundamentals.foreclosed_assets_asof_date::datetime64[ns] | foreign_component = Fundamentals.foreign_component::float64 | foreign_component_asof_date = Fundamentals.foreign_component_asof_date::datetime64[ns] | foreign_currency_translation_adjustments = Fundamentals.foreign_currency_translation_adjustments::float64 | foreign_currency_translation_adjustments_asof_date = Fundamentals.foreign_currency_translation_adjustments_asof_date::datetime64[ns] | foreign_exchange_trading_gains = Fundamentals.foreign_exchange_trading_gains::float64 | foreign_exchange_trading_gains_asof_date = Fundamentals.foreign_exchange_trading_gains_asof_date::datetime64[ns] | foreign_sales = Fundamentals.foreign_sales::float64 | foreign_sales_asof_date = Fundamentals.foreign_sales_asof_date::datetime64[ns] | form_type = Fundamentals.form_type::object | form_type_asof_date = Fundamentals.form_type_asof_date::datetime64[ns] | form_type_earnings_reports = Fundamentals.form_type_earnings_reports::object | form_type_earnings_reports_asof_date = Fundamentals.form_type_earnings_reports_asof_date::datetime64[ns] | forward_calculation_style = Fundamentals.forward_calculation_style::object | forward_calculation_style_asof_date = Fundamentals.forward_calculation_style_asof_date::datetime64[ns] | forward_dividend = Fundamentals.forward_dividend::float64 | forward_dividend_asof_date = Fundamentals.forward_dividend_asof_date::datetime64[ns] | forward_dividend_yield = Fundamentals.forward_dividend_yield::float64 | forward_dividend_yield_asof_date = Fundamentals.forward_dividend_yield_asof_date::datetime64[ns] | forward_earning_yield = Fundamentals.forward_earning_yield::float64 | forward_earning_yield_asof_date = Fundamentals.forward_earning_yield_asof_date::datetime64[ns] | forward_pe_ratio = Fundamentals.forward_pe_ratio::float64 | forward_pe_ratio_asof_date = Fundamentals.forward_pe_ratio_asof_date::datetime64[ns] | forward_roa = Fundamentals.forward_roa::float64 | forward_roa_asof_date = Fundamentals.forward_roa_asof_date::datetime64[ns] | forward_roe = Fundamentals.forward_roe::float64 | forward_roe_asof_date = Fundamentals.forward_roe_asof_date::datetime64[ns] | free_cash_flow = Fundamentals.free_cash_flow::float64 | free_cash_flow_asof_date = Fundamentals.free_cash_flow_asof_date::datetime64[ns] | fuel = Fundamentals.fuel::float64 | fuel_and_natural_gas = Fundamentals.fuel_and_natural_gas::float64 | fuel_and_natural_gas_asof_date = Fundamentals.fuel_and_natural_gas_asof_date::datetime64[ns] | fuel_and_purchase_power = Fundamentals.fuel_and_purchase_power::float64 | fuel_and_purchase_power_asof_date = Fundamentals.fuel_and_purchase_power_asof_date::datetime64[ns] | fuel_asof_date = Fundamentals.fuel_asof_date::datetime64[ns] | fund_from_operation = Fundamentals.fund_from_operation::float64 | fund_from_operation_asof_date = Fundamentals.fund_from_operation_asof_date::datetime64[ns] | future_policy_benefits = Fundamentals.future_policy_benefits::float64 | future_policy_benefits_asof_date = Fundamentals.future_policy_benefits_asof_date::datetime64[ns] | gain_loss_on_investment_securities = Fundamentals.gain_loss_on_investment_securities::float64 | gain_loss_on_investment_securities_asof_date = Fundamentals.gain_loss_on_investment_securities_asof_date::datetime64[ns] | gain_loss_on_sale_of_business = Fundamentals.gain_loss_on_sale_of_business::float64 | gain_loss_on_sale_of_business_asof_date = Fundamentals.gain_loss_on_sale_of_business_asof_date::datetime64[ns] | gain_loss_on_sale_of_ppe = Fundamentals.gain_loss_on_sale_of_ppe::float64 | gain_loss_on_sale_of_ppe_asof_date = Fundamentals.gain_loss_on_sale_of_ppe_asof_date::datetime64[ns] | gain_losson_derecognitionof_available_for_sale_financial_assets = Fundamentals.gain_losson_derecognitionof_available_for_sale_financial_assets::float64 | gain_losson_derecognitionof_available_for_sale_financial_assets_asof_date = Fundamentals.gain_losson_derecognitionof_availab...r_sale_financial_assets_asof_date::datetime64[ns] | gain_losson_derecognitionof_non_current_assets_not_heldfor_sale_total = Fundamentals.gain_losson_derecognitionof_non_current_assets_not_heldfor_sale_total::float64 | gain_losson_derecognitionof_non_current_assets_not_heldfor_sale_total_asof_date = Fundamentals.gain_losson_derecognitionof_non_cur..._not_heldfor_sale_total_asof_date::datetime64[ns] | gain_losson_financial_instruments_designatedas_cash_flow_hedges = Fundamentals.gain_losson_financial_instruments_designatedas_cash_flow_hedges::float64 | gain_losson_financial_instruments_designatedas_cash_flow_hedges_asof_date = Fundamentals.gain_losson_financial_instruments_d...atedas_cash_flow_hedges_asof_date::datetime64[ns] | gain_losson_saleof_assets = Fundamentals.gain_losson_saleof_assets::float64 | gain_losson_saleof_assets_asof_date = Fundamentals.gain_losson_saleof_assets_asof_date::datetime64[ns] | gain_on_foreign_currency_exchange_from_borrowings_relating_to_interest_costs = Fundamentals.gain_on_foreign_currency_exchange_from_borrowings_relating_to_interest_costs::float64 | gain_on_foreign_currency_exchange_from_borrowings_relating_to_interest_costs_asof_date = Fundamentals.gain_on_foreign_currency_exchange_f...ating_to_interest_costs_asof_date::datetime64[ns] | gain_on_sale_of_business = Fundamentals.gain_on_sale_of_business::float64 | gain_on_sale_of_business_asof_date = Fundamentals.gain_on_sale_of_business_asof_date::datetime64[ns] | gain_on_sale_of_ppe = Fundamentals.gain_on_sale_of_ppe::float64 | gain_on_sale_of_ppe_asof_date = Fundamentals.gain_on_sale_of_ppe_asof_date::datetime64[ns] | gain_on_sale_of_security = Fundamentals.gain_on_sale_of_security::float64 | gain_on_sale_of_security_asof_date = Fundamentals.gain_on_sale_of_security_asof_date::datetime64[ns] | gainon_extinguishmentof_debt = Fundamentals.gainon_extinguishmentof_debt::float64 | gainon_extinguishmentof_debt_asof_date = Fundamentals.gainon_extinguishmentof_debt_asof_date::datetime64[ns] | gainon_investment_properties = Fundamentals.gainon_investment_properties::float64 | gainon_investment_properties_asof_date = Fundamentals.gainon_investment_properties_asof_date::datetime64[ns] | gainon_redemptionand_extinguishmentof_debt = Fundamentals.gainon_redemptionand_extinguishmentof_debt::float64 | gainon_redemptionand_extinguishmentof_debt_asof_date = Fundamentals.gainon_redemptionand_extinguishmentof_debt_asof_date::datetime64[ns] | gainon_saleof_investment_property = Fundamentals.gainon_saleof_investment_property::float64 | gainon_saleof_investment_property_asof_date = Fundamentals.gainon_saleof_investment_property_asof_date::datetime64[ns] | gainon_saleof_loans = Fundamentals.gainon_saleof_loans::float64 | gainon_saleof_loans_asof_date = Fundamentals.gainon_saleof_loans_asof_date::datetime64[ns] | gains_loss_on_disposal_of_discontinued_operations = Fundamentals.gains_loss_on_disposal_of_discontinued_operations::float64 | gains_loss_on_disposal_of_discontinued_operations_asof_date = Fundamentals.gains_loss_on_disposal_of_discontinued_operations_asof_date::datetime64[ns] | gains_losses_not_affecting_retained_earnings = Fundamentals.gains_losses_not_affecting_retained_earnings::float64 | gains_losses_not_affecting_retained_earnings_asof_date = Fundamentals.gains_losses_not_affecting_retained_earnings_asof_date::datetime64[ns] | gas_revenue = Fundamentals.gas_revenue::float64 | gas_revenue_asof_date = Fundamentals.gas_revenue_asof_date::datetime64[ns] | general_account_assets = Fundamentals.general_account_assets::float64 | general_account_assets_asof_date = Fundamentals.general_account_assets_asof_date::datetime64[ns] | general_and_administrative_expense = Fundamentals.general_and_administrative_expense::float64 | general_and_administrative_expense_asof_date = Fundamentals.general_and_administrative_expense_asof_date::datetime64[ns] | general_expense = Fundamentals.general_expense::float64 | general_expense_asof_date = Fundamentals.general_expense_asof_date::datetime64[ns] | general_partnership_capital = Fundamentals.general_partnership_capital::float64 | general_partnership_capital_asof_date = Fundamentals.general_partnership_capital_asof_date::datetime64[ns] | goodwill = Fundamentals.goodwill::float64 | goodwill_and_other_intangible_assets = Fundamentals.goodwill_and_other_intangible_assets::float64 | goodwill_and_other_intangible_assets_asof_date = Fundamentals.goodwill_and_other_intangible_assets_asof_date::datetime64[ns] | goodwill_asof_date = Fundamentals.goodwill_asof_date::datetime64[ns] | gross_accounts_receivable = Fundamentals.gross_accounts_receivable::float64 | gross_accounts_receivable_asof_date = Fundamentals.gross_accounts_receivable_asof_date::datetime64[ns] | gross_dividend_payment = Fundamentals.gross_dividend_payment::float64 | gross_dividend_payment_asof_date = Fundamentals.gross_dividend_payment_asof_date::datetime64[ns] | gross_loan = Fundamentals.gross_loan::float64 | gross_loan_asof_date = Fundamentals.gross_loan_asof_date::datetime64[ns] | gross_margin = Fundamentals.gross_margin::float64 | gross_margin5_yr_avg = Fundamentals.gross_margin5_yr_avg::float64 | gross_margin5_yr_avg_asof_date = Fundamentals.gross_margin5_yr_avg_asof_date::datetime64[ns] | gross_margin_asof_date = Fundamentals.gross_margin_asof_date::datetime64[ns] | gross_notes_receivable = Fundamentals.gross_notes_receivable::float64 | gross_notes_receivable_asof_date = Fundamentals.gross_notes_receivable_asof_date::datetime64[ns] | gross_ppe = Fundamentals.gross_ppe::float64 | gross_ppe_asof_date = Fundamentals.gross_ppe_asof_date::datetime64[ns] | gross_premiums_written = Fundamentals.gross_premiums_written::float64 | gross_premiums_written_asof_date = Fundamentals.gross_premiums_written_asof_date::datetime64[ns] | gross_profit = Fundamentals.gross_profit::float64 | gross_profit_annual5_yr_growth = Fundamentals.gross_profit_annual5_yr_growth::float64 | gross_profit_annual5_yr_growth_asof_date = Fundamentals.gross_profit_annual5_yr_growth_asof_date::datetime64[ns] | gross_profit_asof_date = Fundamentals.gross_profit_asof_date::datetime64[ns] | growth_grade = Fundamentals.growth_grade::object | growth_grade_asof_date = Fundamentals.growth_grade_asof_date::datetime64[ns] | growth_score = Fundamentals.growth_score::float64 | growth_score_asof_date = Fundamentals.growth_score_asof_date::datetime64[ns] | guaranteed_investment_contract = Fundamentals.guaranteed_investment_contract::float64 | guaranteed_investment_contract_asof_date = Fundamentals.guaranteed_investment_contract_asof_date::datetime64[ns] | headquarter_city = Fundamentals.headquarter_city::object | headquarter_city_asof_date = Fundamentals.headquarter_city_asof_date::datetime64[ns] | headquarter_country = Fundamentals.headquarter_country::object | headquarter_country_asof_date = Fundamentals.headquarter_country_asof_date::datetime64[ns] | headquarter_postal_code = Fundamentals.headquarter_postal_code::object | headquarter_postal_code_asof_date = Fundamentals.headquarter_postal_code_asof_date::datetime64[ns] | headquarter_province = Fundamentals.headquarter_province::object | headquarter_province_asof_date = Fundamentals.headquarter_province_asof_date::datetime64[ns] | hedging_assets_current = Fundamentals.hedging_assets_current::float64 | hedging_assets_current_asof_date = Fundamentals.hedging_assets_current_asof_date::datetime64[ns] | hedging_assets_non_current = Fundamentals.hedging_assets_non_current::float64 | hedging_assets_non_current_asof_date = Fundamentals.hedging_assets_non_current_asof_date::datetime64[ns] | hedging_liabilities_current = Fundamentals.hedging_liabilities_current::float64 | hedging_liabilities_current_asof_date = Fundamentals.hedging_liabilities_current_asof_date::datetime64[ns] | hedging_liabilities_non_current = Fundamentals.hedging_liabilities_non_current::float64 | hedging_liabilities_non_current_asof_date = Fundamentals.hedging_liabilities_non_current_asof_date::datetime64[ns] | held_to_maturity_securities = Fundamentals.held_to_maturity_securities::float64 | held_to_maturity_securities_asof_date = Fundamentals.held_to_maturity_securities_asof_date::datetime64[ns] | impairment_loss_reversal_recognizedin_profitor_loss = Fundamentals.impairment_loss_reversal_recognizedin_profitor_loss::float64 | impairment_loss_reversal_recognizedin_profitor_loss_asof_date = Fundamentals.impairment_loss_reversal_recognizedin_profitor_loss_asof_date::datetime64[ns] | impairment_losses_reversals_financial_instruments_net = Fundamentals.impairment_losses_reversals_financial_instruments_net::float64 | impairment_losses_reversals_financial_instruments_net_asof_date = Fundamentals.impairment_losses_reversals_financial_instruments_net_asof_date::datetime64[ns] | impairment_of_capital_assets = Fundamentals.impairment_of_capital_assets::float64 | impairment_of_capital_assets_asof_date = Fundamentals.impairment_of_capital_assets_asof_date::datetime64[ns] | impairmentof_capital_assets_income = Fundamentals.impairmentof_capital_assets_income::float64 | impairmentof_capital_assets_income_asof_date = Fundamentals.impairmentof_capital_assets_income_asof_date::datetime64[ns] | income_tax_paid_supplemental_data = Fundamentals.income_tax_paid_supplemental_data::float64 | income_tax_paid_supplemental_data_asof_date = Fundamentals.income_tax_paid_supplemental_data_asof_date::datetime64[ns] | income_tax_payable = Fundamentals.income_tax_payable::float64 | income_tax_payable_asof_date = Fundamentals.income_tax_payable_asof_date::datetime64[ns] | income_taxes_refund_paid_cff = Fundamentals.income_taxes_refund_paid_cff::float64 | income_taxes_refund_paid_cff_asof_date = Fundamentals.income_taxes_refund_paid_cff_asof_date::datetime64[ns] | income_taxes_refund_paid_cfi = Fundamentals.income_taxes_refund_paid_cfi::float64 | income_taxes_refund_paid_cfi_asof_date = Fundamentals.income_taxes_refund_paid_cfi_asof_date::datetime64[ns] | incomefrom_associatesand_other_participating_interests = Fundamentals.incomefrom_associatesand_other_participating_interests::float64 | incomefrom_associatesand_other_participating_interests_asof_date = Fundamentals.incomefrom_associatesand_other_participating_interests_asof_date::datetime64[ns] | incomefrom_sharesin_subsidiaries_group_undertakings = Fundamentals.incomefrom_sharesin_subsidiaries_group_undertakings::float64 | incomefrom_sharesin_subsidiaries_group_undertakings_asof_date = Fundamentals.incomefrom_sharesin_subsidiaries_group_undertakings_asof_date::datetime64[ns] | increase_decrease_in_deposit = Fundamentals.increase_decrease_in_deposit::float64 | increase_decrease_in_deposit_asof_date = Fundamentals.increase_decrease_in_deposit_asof_date::datetime64[ns] | increase_decrease_in_net_unearned_premium_reserves = Fundamentals.increase_decrease_in_net_unearned_premium_reserves::float64 | increase_decrease_in_net_unearned_premium_reserves_asof_date = Fundamentals.increase_decrease_in_net_unearned_premium_reserves_asof_date::datetime64[ns] | increase_decreasein_lease_financing = Fundamentals.increase_decreasein_lease_financing::float64 | increase_decreasein_lease_financing_asof_date = Fundamentals.increase_decreasein_lease_financing_asof_date::datetime64[ns] | increasein_interest_bearing_depositsin_bank = Fundamentals.increasein_interest_bearing_depositsin_bank::float64 | increasein_interest_bearing_depositsin_bank_asof_date = Fundamentals.increasein_interest_bearing_depositsin_bank_asof_date::datetime64[ns] | increasein_lease_financing = Fundamentals.increasein_lease_financing::float64 | increasein_lease_financing_asof_date = Fundamentals.increasein_lease_financing_asof_date::datetime64[ns] | industry_template_code = Fundamentals.industry_template_code::object | industry_template_code_asof_date = Fundamentals.industry_template_code_asof_date::datetime64[ns] | insurance_and_claims = Fundamentals.insurance_and_claims::float64 | insurance_and_claims_asof_date = Fundamentals.insurance_and_claims_asof_date::datetime64[ns] | insurance_and_premiums = Fundamentals.insurance_and_premiums::float64 | insurance_and_premiums_asof_date = Fundamentals.insurance_and_premiums_asof_date::datetime64[ns] | insurance_contract_assets = Fundamentals.insurance_contract_assets::float64 | insurance_contract_assets_asof_date = Fundamentals.insurance_contract_assets_asof_date::datetime64[ns] | insurance_contract_liabilities = Fundamentals.insurance_contract_liabilities::float64 | insurance_contract_liabilities_asof_date = Fundamentals.insurance_contract_liabilities_asof_date::datetime64[ns] | insurance_funds_non_current = Fundamentals.insurance_funds_non_current::float64 | insurance_funds_non_current_asof_date = Fundamentals.insurance_funds_non_current_asof_date::datetime64[ns] | insurance_payables = Fundamentals.insurance_payables::float64 | insurance_payables_asof_date = Fundamentals.insurance_payables_asof_date::datetime64[ns] | insurance_receivables = Fundamentals.insurance_receivables::float64 | insurance_receivables_asof_date = Fundamentals.insurance_receivables_asof_date::datetime64[ns] | interest_bearing_borrowings_current = Fundamentals.interest_bearing_borrowings_current::float64 | interest_bearing_borrowings_current_asof_date = Fundamentals.interest_bearing_borrowings_current_asof_date::datetime64[ns] | interest_bearing_borrowings_non_current = Fundamentals.interest_bearing_borrowings_non_current::float64 | interest_bearing_borrowings_non_current_asof_date = Fundamentals.interest_bearing_borrowings_non_current_asof_date::datetime64[ns] | interest_bearing_borrowings_total = Fundamentals.interest_bearing_borrowings_total::float64 | interest_bearing_borrowings_total_asof_date = Fundamentals.interest_bearing_borrowings_total_asof_date::datetime64[ns] | interest_bearing_deposits_assets = Fundamentals.interest_bearing_deposits_assets::float64 | interest_bearing_deposits_assets_asof_date = Fundamentals.interest_bearing_deposits_assets_asof_date::datetime64[ns] | interest_bearing_deposits_liabilities = Fundamentals.interest_bearing_deposits_liabilities::float64 | interest_bearing_deposits_liabilities_asof_date = Fundamentals.interest_bearing_deposits_liabilities_asof_date::datetime64[ns] | interest_coverage = Fundamentals.interest_coverage::float64 | interest_coverage_asof_date = Fundamentals.interest_coverage_asof_date::datetime64[ns] | interest_credited_on_policyholder_deposits = Fundamentals.interest_credited_on_policyholder_deposits::float64 | interest_credited_on_policyholder_deposits_asof_date = Fundamentals.interest_credited_on_policyholder_deposits_asof_date::datetime64[ns] | interest_expense = Fundamentals.interest_expense::float64 | interest_expense_asof_date = Fundamentals.interest_expense_asof_date::datetime64[ns] | interest_expense_for_capitalized_lease_obligations = Fundamentals.interest_expense_for_capitalized_lease_obligations::float64 | interest_expense_for_capitalized_lease_obligations_asof_date = Fundamentals.interest_expense_for_capitalized_lease_obligations_asof_date::datetime64[ns] | interest_expense_for_deposit = Fundamentals.interest_expense_for_deposit::float64 | interest_expense_for_deposit_asof_date = Fundamentals.interest_expense_for_deposit_asof_date::datetime64[ns] | interest_expense_for_federal_funds_sold_and_securities_purchase_under_agreements_to_resell = Fundamentals.interest_expense_for_federal_funds_...ties_purchase_under_agreements_to_resell::float64 | interest_expense_for_federal_funds_sold_and_securities_purchase_under_agreements_to_resell_asof_date = Fundamentals.interest_expense_for_federal_funds_...er_agreements_to_resell_asof_date::datetime64[ns] | interest_expense_for_long_term_debt = Fundamentals.interest_expense_for_long_term_debt::float64 | interest_expense_for_long_term_debt_and_capital_securities = Fundamentals.interest_expense_for_long_term_debt_and_capital_securities::float64 | interest_expense_for_long_term_debt_and_capital_securities_asof_date = Fundamentals.interest_expense_for_long_term_debt_and_capital_securities_asof_date::datetime64[ns] | interest_expense_for_long_term_debt_asof_date = Fundamentals.interest_expense_for_long_term_debt_asof_date::datetime64[ns] | interest_expense_for_short_term_debt = Fundamentals.interest_expense_for_short_term_debt::float64 | interest_expense_for_short_term_debt_asof_date = Fundamentals.interest_expense_for_short_term_debt_asof_date::datetime64[ns] | interest_expense_non_operating = Fundamentals.interest_expense_non_operating::float64 | interest_expense_non_operating_asof_date = Fundamentals.interest_expense_non_operating_asof_date::datetime64[ns] | interest_expense_operating = Fundamentals.interest_expense_operating::float64 | interest_expense_operating_asof_date = Fundamentals.interest_expense_operating_asof_date::datetime64[ns] | interest_income = Fundamentals.interest_income::float64 | interest_income_after_provision_for_loan_loss = Fundamentals.interest_income_after_provision_for_loan_loss::float64 | interest_income_after_provision_for_loan_loss_asof_date = Fundamentals.interest_income_after_provision_for_loan_loss_asof_date::datetime64[ns] | interest_income_asof_date = Fundamentals.interest_income_asof_date::datetime64[ns] | interest_income_from_deposits = Fundamentals.interest_income_from_deposits::float64 | interest_income_from_deposits_asof_date = Fundamentals.interest_income_from_deposits_asof_date::datetime64[ns] | interest_income_from_federal_funds_sold_and_securities_purchase_under_agreements_to_resell = Fundamentals.interest_income_from_federal_funds_...ties_purchase_under_agreements_to_resell::float64 | interest_income_from_federal_funds_sold_and_securities_purchase_under_agreements_to_resell_asof_date = Fundamentals.interest_income_from_federal_funds_...er_agreements_to_resell_asof_date::datetime64[ns] | interest_income_from_interest_bearing_deposits = Fundamentals.interest_income_from_interest_bearing_deposits::float64 | interest_income_from_interest_bearing_deposits_asof_date = Fundamentals.interest_income_from_interest_bearing_deposits_asof_date::datetime64[ns] | interest_income_from_investment_securities = Fundamentals.interest_income_from_investment_securities::float64 | interest_income_from_investment_securities_asof_date = Fundamentals.interest_income_from_investment_securities_asof_date::datetime64[ns] | interest_income_from_leases = Fundamentals.interest_income_from_leases::float64 | interest_income_from_leases_asof_date = Fundamentals.interest_income_from_leases_asof_date::datetime64[ns] | interest_income_from_loans = Fundamentals.interest_income_from_loans::float64 | interest_income_from_loans_and_lease = Fundamentals.interest_income_from_loans_and_lease::float64 | interest_income_from_loans_and_lease_asof_date = Fundamentals.interest_income_from_loans_and_lease_asof_date::datetime64[ns] | interest_income_from_loans_asof_date = Fundamentals.interest_income_from_loans_asof_date::datetime64[ns] | interest_income_from_other_money_market_investments = Fundamentals.interest_income_from_other_money_market_investments::float64 | interest_income_from_other_money_market_investments_asof_date = Fundamentals.interest_income_from_other_money_market_investments_asof_date::datetime64[ns] | interest_income_from_securities = Fundamentals.interest_income_from_securities::float64 | interest_income_from_securities_asof_date = Fundamentals.interest_income_from_securities_asof_date::datetime64[ns] | interest_income_from_trading_account_securities = Fundamentals.interest_income_from_trading_account_securities::float64 | interest_income_from_trading_account_securities_asof_date = Fundamentals.interest_income_from_trading_account_securities_asof_date::datetime64[ns] | interest_income_non_operating = Fundamentals.interest_income_non_operating::float64 | interest_income_non_operating_asof_date = Fundamentals.interest_income_non_operating_asof_date::datetime64[ns] | interest_income_operating = Fundamentals.interest_income_operating::float64 | interest_income_operating_asof_date = Fundamentals.interest_income_operating_asof_date::datetime64[ns] | interest_income_other_operating_income = Fundamentals.interest_income_other_operating_income::float64 | interest_income_other_operating_income_asof_date = Fundamentals.interest_income_other_operating_income_asof_date::datetime64[ns] | interest_paid_cff = Fundamentals.interest_paid_cff::float64 | interest_paid_cff_asof_date = Fundamentals.interest_paid_cff_asof_date::datetime64[ns] | interest_paid_cfo = Fundamentals.interest_paid_cfo::float64 | interest_paid_cfo_asof_date = Fundamentals.interest_paid_cfo_asof_date::datetime64[ns] | interest_paid_direct = Fundamentals.interest_paid_direct::float64 | interest_paid_direct_asof_date = Fundamentals.interest_paid_direct_asof_date::datetime64[ns] | interest_paid_supplemental_data = Fundamentals.interest_paid_supplemental_data::float64 | interest_paid_supplemental_data_asof_date = Fundamentals.interest_paid_supplemental_data_asof_date::datetime64[ns] | interest_payable = Fundamentals.interest_payable::float64 | interest_payable_asof_date = Fundamentals.interest_payable_asof_date::datetime64[ns] | interest_received_cfi = Fundamentals.interest_received_cfi::float64 | interest_received_cfi_asof_date = Fundamentals.interest_received_cfi_asof_date::datetime64[ns] | interest_received_cfo = Fundamentals.interest_received_cfo::float64 | interest_received_cfo_asof_date = Fundamentals.interest_received_cfo_asof_date::datetime64[ns] | interest_received_direct = Fundamentals.interest_received_direct::float64 | interest_received_direct_asof_date = Fundamentals.interest_received_direct_asof_date::datetime64[ns] | interestand_commission_paid = Fundamentals.interestand_commission_paid::float64 | interestand_commission_paid_asof_date = Fundamentals.interestand_commission_paid_asof_date::datetime64[ns] | interestand_similar_income = Fundamentals.interestand_similar_income::float64 | interestand_similar_income_asof_date = Fundamentals.interestand_similar_income_asof_date::datetime64[ns] | inventories_adjustments_allowances = Fundamentals.inventories_adjustments_allowances::float64 | inventories_adjustments_allowances_asof_date = Fundamentals.inventories_adjustments_allowances_asof_date::datetime64[ns] | inventory = Fundamentals.inventory::float64 | inventory_asof_date = Fundamentals.inventory_asof_date::datetime64[ns] | inventory_turnover = Fundamentals.inventory_turnover::float64 | inventory_turnover_asof_date = Fundamentals.inventory_turnover_asof_date::datetime64[ns] | invested_capital = Fundamentals.invested_capital::float64 | invested_capital_asof_date = Fundamentals.invested_capital_asof_date::datetime64[ns] | investing_cash_flow = Fundamentals.investing_cash_flow::float64 | investing_cash_flow_asof_date = Fundamentals.investing_cash_flow_asof_date::datetime64[ns] | investment_banking_profit = Fundamentals.investment_banking_profit::float64 | investment_banking_profit_asof_date = Fundamentals.investment_banking_profit_asof_date::datetime64[ns] | investment_contract_liabilities = Fundamentals.investment_contract_liabilities::float64 | investment_contract_liabilities_asof_date = Fundamentals.investment_contract_liabilities_asof_date::datetime64[ns] | investment_contract_liabilities_incurred = Fundamentals.investment_contract_liabilities_incurred::float64 | investment_contract_liabilities_incurred_asof_date = Fundamentals.investment_contract_liabilities_incurred_asof_date::datetime64[ns] | investment_id = Fundamentals.investment_id::object | investment_id_asof_date = Fundamentals.investment_id_asof_date::datetime64[ns] | investment_properties = Fundamentals.investment_properties::float64 | investment_properties_asof_date = Fundamentals.investment_properties_asof_date::datetime64[ns] | investment_tax_credits = Fundamentals.investment_tax_credits::float64 | investment_tax_credits_asof_date = Fundamentals.investment_tax_credits_asof_date::datetime64[ns] | investmentin_financial_assets = Fundamentals.investmentin_financial_assets::float64 | investmentin_financial_assets_asof_date = Fundamentals.investmentin_financial_assets_asof_date::datetime64[ns] | investments_and_advances = Fundamentals.investments_and_advances::float64 | investments_and_advances_asof_date = Fundamentals.investments_and_advances_asof_date::datetime64[ns] | investments_in_affiliates_subsidiaries_associates_and_joint_ventures = Fundamentals.investments_in_affiliates_subsidiaries_associates_and_joint_ventures::float64 | investments_in_affiliates_subsidiaries_associates_and_joint_ventures_asof_date = Fundamentals.investments_in_affiliates_subsidiar...ates_and_joint_ventures_asof_date::datetime64[ns] | investments_in_other_ventures_under_equity_method = Fundamentals.investments_in_other_ventures_under_equity_method::float64 | investments_in_other_ventures_under_equity_method_asof_date = Fundamentals.investments_in_other_ventures_under_equity_method_asof_date::datetime64[ns] | investments_in_variable_interest_entity = Fundamentals.investments_in_variable_interest_entity::float64 | investments_in_variable_interest_entity_asof_date = Fundamentals.investments_in_variable_interest_entity_asof_date::datetime64[ns] | investmentsin_associatesat_cost = Fundamentals.investmentsin_associatesat_cost::float64 | investmentsin_associatesat_cost_asof_date = Fundamentals.investmentsin_associatesat_cost_asof_date::datetime64[ns] | investmentsin_joint_venturesat_cost = Fundamentals.investmentsin_joint_venturesat_cost::float64 | investmentsin_joint_venturesat_cost_asof_date = Fundamentals.investmentsin_joint_venturesat_cost_asof_date::datetime64[ns] | investmentsin_subsidiariesat_cost = Fundamentals.investmentsin_subsidiariesat_cost::float64 | investmentsin_subsidiariesat_cost_asof_date = Fundamentals.investmentsin_subsidiariesat_cost_asof_date::datetime64[ns] | ipo_date = Fundamentals.ipo_date::datetime64[ns] | ipo_date_asof_date = Fundamentals.ipo_date_asof_date::datetime64[ns] | ipo_offer_price = Fundamentals.ipo_offer_price::float64 | ipo_offer_price_asof_date = Fundamentals.ipo_offer_price_asof_date::datetime64[ns] | ipo_offer_price_range = Fundamentals.ipo_offer_price_range::object | ipo_offer_price_range_asof_date = Fundamentals.ipo_offer_price_range_asof_date::datetime64[ns] | is_depositary_receipt = Fundamentals.is_depositary_receipt::bool | is_depositary_receipt_asof_date = Fundamentals.is_depositary_receipt_asof_date::datetime64[ns] | is_direct_invest = Fundamentals.is_direct_invest::bool | is_direct_invest_asof_date = Fundamentals.is_direct_invest_asof_date::datetime64[ns] | is_dividend_reinvest = Fundamentals.is_dividend_reinvest::bool | is_dividend_reinvest_asof_date = Fundamentals.is_dividend_reinvest_asof_date::datetime64[ns] | is_file_date = Fundamentals.is_file_date::datetime64[ns] | is_file_date_asof_date = Fundamentals.is_file_date_asof_date::datetime64[ns] | is_limited_partnership = Fundamentals.is_limited_partnership::bool | is_limited_partnership_asof_date = Fundamentals.is_limited_partnership_asof_date::datetime64[ns] | is_primary_share = Fundamentals.is_primary_share::bool | is_primary_share_asof_date = Fundamentals.is_primary_share_asof_date::datetime64[ns] | is_reit = Fundamentals.is_reit::bool | is_reit_asof_date = Fundamentals.is_reit_asof_date::datetime64[ns] | issuance_of_capital_stock = Fundamentals.issuance_of_capital_stock::float64 | issuance_of_capital_stock_asof_date = Fundamentals.issuance_of_capital_stock_asof_date::datetime64[ns] | issuance_of_debt = Fundamentals.issuance_of_debt::float64 | issuance_of_debt_asof_date = Fundamentals.issuance_of_debt_asof_date::datetime64[ns] | issuance_paymentof_other_equity_instruments_net = Fundamentals.issuance_paymentof_other_equity_instruments_net::float64 | issuance_paymentof_other_equity_instruments_net_asof_date = Fundamentals.issuance_paymentof_other_equity_instruments_net_asof_date::datetime64[ns] | issue_expenses = Fundamentals.issue_expenses::float64 | issue_expenses_asof_date = Fundamentals.issue_expenses_asof_date::datetime64[ns] | land_and_improvements = Fundamentals.land_and_improvements::float64 | land_and_improvements_asof_date = Fundamentals.land_and_improvements_asof_date::datetime64[ns] | leases = Fundamentals.leases::float64 | leases_asof_date = Fundamentals.leases_asof_date::datetime64[ns] | legal_name = Fundamentals.legal_name::object | legal_name_asof_date = Fundamentals.legal_name_asof_date::datetime64[ns] | legal_name_language_code = Fundamentals.legal_name_language_code::object | legal_name_language_code_asof_date = Fundamentals.legal_name_language_code_asof_date::datetime64[ns] | liabilities_heldfor_sale_current = Fundamentals.liabilities_heldfor_sale_current::float64 | liabilities_heldfor_sale_current_asof_date = Fundamentals.liabilities_heldfor_sale_current_asof_date::datetime64[ns] | liabilities_heldfor_sale_non_current = Fundamentals.liabilities_heldfor_sale_non_current::float64 | liabilities_heldfor_sale_non_current_asof_date = Fundamentals.liabilities_heldfor_sale_non_current_asof_date::datetime64[ns] | liabilities_heldfor_sale_total = Fundamentals.liabilities_heldfor_sale_total::float64 | liabilities_heldfor_sale_total_asof_date = Fundamentals.liabilities_heldfor_sale_total_asof_date::datetime64[ns] | liabilities_of_discontinued_operations = Fundamentals.liabilities_of_discontinued_operations::float64 | liabilities_of_discontinued_operations_asof_date = Fundamentals.liabilities_of_discontinued_operations_asof_date::datetime64[ns] | life_annuity_premiums = Fundamentals.life_annuity_premiums::float64 | life_annuity_premiums_asof_date = Fundamentals.life_annuity_premiums_asof_date::datetime64[ns] | limited_partnership = Fundamentals.limited_partnership::float64 | limited_partnership_asof_date = Fundamentals.limited_partnership_asof_date::datetime64[ns] | limited_partnership_capital = Fundamentals.limited_partnership_capital::float64 | limited_partnership_capital_asof_date = Fundamentals.limited_partnership_capital_asof_date::datetime64[ns] | line_of_credit = Fundamentals.line_of_credit::float64 | line_of_credit_asof_date = Fundamentals.line_of_credit_asof_date::datetime64[ns] | loan_and_loan_receivables = Fundamentals.loan_and_loan_receivables::float64 | loan_and_loan_receivables_asof_date = Fundamentals.loan_and_loan_receivables_asof_date::datetime64[ns] | loan_capital = Fundamentals.loan_capital::float64 | loan_capital_asof_date = Fundamentals.loan_capital_asof_date::datetime64[ns] | loans_held_for_resell = Fundamentals.loans_held_for_resell::float64 | loans_held_for_resell_asof_date = Fundamentals.loans_held_for_resell_asof_date::datetime64[ns] | loans_held_for_sale = Fundamentals.loans_held_for_sale::float64 | loans_held_for_sale_asof_date = Fundamentals.loans_held_for_sale_asof_date::datetime64[ns] | loans_receivable = Fundamentals.loans_receivable::float64 | loans_receivable_asof_date = Fundamentals.loans_receivable_asof_date::datetime64[ns] | loansand_advancesto_bank = Fundamentals.loansand_advancesto_bank::float64 | loansand_advancesto_bank_asof_date = Fundamentals.loansand_advancesto_bank_asof_date::datetime64[ns] | loansand_advancesto_customer = Fundamentals.loansand_advancesto_customer::float64 | loansand_advancesto_customer_asof_date = Fundamentals.loansand_advancesto_customer_asof_date::datetime64[ns] | long_term_capital_lease_obligation = Fundamentals.long_term_capital_lease_obligation::float64 | long_term_capital_lease_obligation_asof_date = Fundamentals.long_term_capital_lease_obligation_asof_date::datetime64[ns] | long_term_contracts = Fundamentals.long_term_contracts::float64 | long_term_contracts_asof_date = Fundamentals.long_term_contracts_asof_date::datetime64[ns] | long_term_debt = Fundamentals.long_term_debt::float64 | long_term_debt_and_capital_lease_obligation = Fundamentals.long_term_debt_and_capital_lease_obligation::float64 | long_term_debt_and_capital_lease_obligation_asof_date = Fundamentals.long_term_debt_and_capital_lease_obligation_asof_date::datetime64[ns] | long_term_debt_asof_date = Fundamentals.long_term_debt_asof_date::datetime64[ns] | long_term_debt_equity_ratio = Fundamentals.long_term_debt_equity_ratio::float64 | long_term_debt_equity_ratio_asof_date = Fundamentals.long_term_debt_equity_ratio_asof_date::datetime64[ns] | long_term_debt_issuance = Fundamentals.long_term_debt_issuance::float64 | long_term_debt_issuance_asof_date = Fundamentals.long_term_debt_issuance_asof_date::datetime64[ns] | long_term_debt_payments = Fundamentals.long_term_debt_payments::float64 | long_term_debt_payments_asof_date = Fundamentals.long_term_debt_payments_asof_date::datetime64[ns] | long_term_debt_total_capital_ratio = Fundamentals.long_term_debt_total_capital_ratio::float64 | long_term_debt_total_capital_ratio_asof_date = Fundamentals.long_term_debt_total_capital_ratio_asof_date::datetime64[ns] | long_term_investments = Fundamentals.long_term_investments::float64 | long_term_investments_asof_date = Fundamentals.long_term_investments_asof_date::datetime64[ns] | long_term_provisions = Fundamentals.long_term_provisions::float64 | long_term_provisions_asof_date = Fundamentals.long_term_provisions_asof_date::datetime64[ns] | loss_adjustment_expense = Fundamentals.loss_adjustment_expense::float64 | loss_adjustment_expense_asof_date = Fundamentals.loss_adjustment_expense_asof_date::datetime64[ns] | loss_and_loss_adjustment_expected_incurred = Fundamentals.loss_and_loss_adjustment_expected_incurred::float64 | loss_and_loss_adjustment_expected_incurred_asof_date = Fundamentals.loss_and_loss_adjustment_expected_incurred_asof_date::datetime64[ns] | losson_extinguishmentof_debt = Fundamentals.losson_extinguishmentof_debt::float64 | losson_extinguishmentof_debt_asof_date = Fundamentals.losson_extinguishmentof_debt_asof_date::datetime64[ns] | machinery_furniture_equipment = Fundamentals.machinery_furniture_equipment::float64 | machinery_furniture_equipment_asof_date = Fundamentals.machinery_furniture_equipment_asof_date::datetime64[ns] | maintenance_and_repairs = Fundamentals.maintenance_and_repairs::float64 | maintenance_and_repairs_asof_date = Fundamentals.maintenance_and_repairs_asof_date::datetime64[ns] | market_cap = Fundamentals.market_cap::float64 | market_cap_asof_date = Fundamentals.market_cap_asof_date::datetime64[ns] | marketing_expense = Fundamentals.marketing_expense::float64 | marketing_expense_asof_date = Fundamentals.marketing_expense_asof_date::datetime64[ns] | materials_and_supplies = Fundamentals.materials_and_supplies::float64 | materials_and_supplies_asof_date = Fundamentals.materials_and_supplies_asof_date::datetime64[ns] | mic = Fundamentals.mic::object | mic_asof_date = Fundamentals.mic_asof_date::datetime64[ns] | mineral_properties = Fundamentals.mineral_properties::float64 | mineral_properties_asof_date = Fundamentals.mineral_properties_asof_date::datetime64[ns] | minimum_pension_liabilities = Fundamentals.minimum_pension_liabilities::float64 | minimum_pension_liabilities_asof_date = Fundamentals.minimum_pension_liabilities_asof_date::datetime64[ns] | minority_interest_balance_sheet = Fundamentals.minority_interest_balance_sheet::float64 | minority_interest_balance_sheet_asof_date = Fundamentals.minority_interest_balance_sheet_asof_date::datetime64[ns] | minority_interest_cash_flow_statement = Fundamentals.minority_interest_cash_flow_statement::float64 | minority_interest_cash_flow_statement_asof_date = Fundamentals.minority_interest_cash_flow_statement_asof_date::datetime64[ns] | minority_interests = Fundamentals.minority_interests::float64 | minority_interests_asof_date = Fundamentals.minority_interests_asof_date::datetime64[ns] | misc_other_special_charges = Fundamentals.misc_other_special_charges::float64 | misc_other_special_charges_asof_date = Fundamentals.misc_other_special_charges_asof_date::datetime64[ns] | miscellaneous_other_operating_income = Fundamentals.miscellaneous_other_operating_income::float64 | miscellaneous_other_operating_income_asof_date = Fundamentals.miscellaneous_other_operating_income_asof_date::datetime64[ns] | money_market_investments = Fundamentals.money_market_investments::float64 | money_market_investments_asof_date = Fundamentals.money_market_investments_asof_date::datetime64[ns] | morningstar_economy_sphere_code = Fundamentals.morningstar_economy_sphere_code::int64 | morningstar_economy_sphere_code_asof_date = Fundamentals.morningstar_economy_sphere_code_asof_date::datetime64[ns] | morningstar_industry_code = Fundamentals.morningstar_industry_code::int64 | morningstar_industry_code_asof_date = Fundamentals.morningstar_industry_code_asof_date::datetime64[ns] | morningstar_industry_group_code = Fundamentals.morningstar_industry_group_code::int64 | morningstar_industry_group_code_asof_date = Fundamentals.morningstar_industry_group_code_asof_date::datetime64[ns] | morningstar_sector_code = Fundamentals.morningstar_sector_code::int64 | morningstar_sector_code_asof_date = Fundamentals.morningstar_sector_code_asof_date::datetime64[ns] | mortgage_and_consumerloans = Fundamentals.mortgage_and_consumerloans::float64 | mortgage_and_consumerloans_asof_date = Fundamentals.mortgage_and_consumerloans_asof_date::datetime64[ns] | mortgage_loan = Fundamentals.mortgage_loan::float64 | mortgage_loan_asof_date = Fundamentals.mortgage_loan_asof_date::datetime64[ns] | nace = Fundamentals.nace::float64 | nace_asof_date = Fundamentals.nace_asof_date::datetime64[ns] | naics = Fundamentals.naics::int64 | naics_asof_date = Fundamentals.naics_asof_date::datetime64[ns] | natural_gas_fuel_and_other = Fundamentals.natural_gas_fuel_and_other::float64 | natural_gas_fuel_and_other_asof_date = Fundamentals.natural_gas_fuel_and_other_asof_date::datetime64[ns] | natural_resource_assets = Fundamentals.natural_resource_assets::float64 | natural_resource_assets_asof_date = Fundamentals.natural_resource_assets_asof_date::datetime64[ns] | negative_goodwill_immediately_recognized = Fundamentals.negative_goodwill_immediately_recognized::float64 | negative_goodwill_immediately_recognized_asof_date = Fundamentals.negative_goodwill_immediately_recognized_asof_date::datetime64[ns] | net_assets = Fundamentals.net_assets::float64 | net_assets_asof_date = Fundamentals.net_assets_asof_date::datetime64[ns] | net_business_purchase_and_sale = Fundamentals.net_business_purchase_and_sale::float64 | net_business_purchase_and_sale_asof_date = Fundamentals.net_business_purchase_and_sale_asof_date::datetime64[ns] | net_capital_expenditure_disposals = Fundamentals.net_capital_expenditure_disposals::float64 | net_capital_expenditure_disposals_asof_date = Fundamentals.net_capital_expenditure_disposals_asof_date::datetime64[ns] | net_common_stock_issuance = Fundamentals.net_common_stock_issuance::float64 | net_common_stock_issuance_asof_date = Fundamentals.net_common_stock_issuance_asof_date::datetime64[ns] | net_debt = Fundamentals.net_debt::float64 | net_debt_asof_date = Fundamentals.net_debt_asof_date::datetime64[ns] | net_foreign_currency_exchange_gain_loss = Fundamentals.net_foreign_currency_exchange_gain_loss::float64 | net_foreign_currency_exchange_gain_loss_asof_date = Fundamentals.net_foreign_currency_exchange_gain_loss_asof_date::datetime64[ns] | net_foreign_exchange_gain_loss = Fundamentals.net_foreign_exchange_gain_loss::float64 | net_foreign_exchange_gain_loss_asof_date = Fundamentals.net_foreign_exchange_gain_loss_asof_date::datetime64[ns] | net_income_cash_flow_statement = Fundamentals.net_income_cash_flow_statement::float64 | net_income_cash_flow_statement_asof_date = Fundamentals.net_income_cash_flow_statement_asof_date::datetime64[ns] | net_income_common_stockholders = Fundamentals.net_income_common_stockholders::float64 | net_income_common_stockholders_asof_date = Fundamentals.net_income_common_stockholders_asof_date::datetime64[ns] | net_income_cont_ops_growth = Fundamentals.net_income_cont_ops_growth::float64 | net_income_cont_ops_growth_asof_date = Fundamentals.net_income_cont_ops_growth_asof_date::datetime64[ns] | net_income_continuous_operations = Fundamentals.net_income_continuous_operations::float64 | net_income_continuous_operations_asof_date = Fundamentals.net_income_continuous_operations_asof_date::datetime64[ns] | net_income_discontinuous_operations = Fundamentals.net_income_discontinuous_operations::float64 | net_income_discontinuous_operations_asof_date = Fundamentals.net_income_discontinuous_operations_asof_date::datetime64[ns] | net_income_extraordinary = Fundamentals.net_income_extraordinary::float64 | net_income_extraordinary_asof_date = Fundamentals.net_income_extraordinary_asof_date::datetime64[ns] | net_income_from_continuing_and_discontinued_operation = Fundamentals.net_income_from_continuing_and_discontinued_operation::float64 | net_income_from_continuing_and_discontinued_operation_asof_date = Fundamentals.net_income_from_continuing_and_discontinued_operation_asof_date::datetime64[ns] | net_income_from_continuing_operation_net_minority_interest = Fundamentals.net_income_from_continuing_operation_net_minority_interest::float64 | net_income_from_continuing_operation_net_minority_interest_asof_date = Fundamentals.net_income_from_continuing_operation_net_minority_interest_asof_date::datetime64[ns] | net_income_from_continuing_operations = Fundamentals.net_income_from_continuing_operations::float64 | net_income_from_continuing_operations_asof_date = Fundamentals.net_income_from_continuing_operations_asof_date::datetime64[ns] | net_income_from_discontinued_operations = Fundamentals.net_income_from_discontinued_operations::float64 | net_income_from_discontinued_operations_asof_date = Fundamentals.net_income_from_discontinued_operations_asof_date::datetime64[ns] | net_income_from_other_gains_losses = Fundamentals.net_income_from_other_gains_losses::float64 | net_income_from_other_gains_losses_asof_date = Fundamentals.net_income_from_other_gains_losses_asof_date::datetime64[ns] | net_income_from_tax_loss_carryforward = Fundamentals.net_income_from_tax_loss_carryforward::float64 | net_income_from_tax_loss_carryforward_asof_date = Fundamentals.net_income_from_tax_loss_carryforward_asof_date::datetime64[ns] | net_income_growth = Fundamentals.net_income_growth::float64 | net_income_growth_asof_date = Fundamentals.net_income_growth_asof_date::datetime64[ns] | net_income_including_noncontrolling_interests = Fundamentals.net_income_including_noncontrolling_interests::float64 | net_income_including_noncontrolling_interests_asof_date = Fundamentals.net_income_including_noncontrolling_interests_asof_date::datetime64[ns] | net_income_income_statement = Fundamentals.net_income_income_statement::float64 | net_income_income_statement_asof_date = Fundamentals.net_income_income_statement_asof_date::datetime64[ns] | net_intangibles_purchase_and_sale = Fundamentals.net_intangibles_purchase_and_sale::float64 | net_intangibles_purchase_and_sale_asof_date = Fundamentals.net_intangibles_purchase_and_sale_asof_date::datetime64[ns] | net_interest_income = Fundamentals.net_interest_income::float64 | net_interest_income_asof_date = Fundamentals.net_interest_income_asof_date::datetime64[ns] | net_investment_income = Fundamentals.net_investment_income::float64 | net_investment_income_asof_date = Fundamentals.net_investment_income_asof_date::datetime64[ns] | net_investment_purchase_and_sale = Fundamentals.net_investment_purchase_and_sale::float64 | net_investment_purchase_and_sale_asof_date = Fundamentals.net_investment_purchase_and_sale_asof_date::datetime64[ns] | net_issuance_payments_of_debt = Fundamentals.net_issuance_payments_of_debt::float64 | net_issuance_payments_of_debt_asof_date = Fundamentals.net_issuance_payments_of_debt_asof_date::datetime64[ns] | net_loan = Fundamentals.net_loan::float64 | net_loan_asof_date = Fundamentals.net_loan_asof_date::datetime64[ns] | net_long_term_debt_issuance = Fundamentals.net_long_term_debt_issuance::float64 | net_long_term_debt_issuance_asof_date = Fundamentals.net_long_term_debt_issuance_asof_date::datetime64[ns] | net_margin = Fundamentals.net_margin::float64 | net_margin_asof_date = Fundamentals.net_margin_asof_date::datetime64[ns] | net_non_operating_interest_income_expense = Fundamentals.net_non_operating_interest_income_expense::float64 | net_non_operating_interest_income_expense_asof_date = Fundamentals.net_non_operating_interest_income_expense_asof_date::datetime64[ns] | net_occupancy_expense = Fundamentals.net_occupancy_expense::float64 | net_occupancy_expense_asof_date = Fundamentals.net_occupancy_expense_asof_date::datetime64[ns] | net_operating_interest_income_expense = Fundamentals.net_operating_interest_income_expense::float64 | net_operating_interest_income_expense_asof_date = Fundamentals.net_operating_interest_income_expense_asof_date::datetime64[ns] | net_other_financing_charges = Fundamentals.net_other_financing_charges::float64 | net_other_financing_charges_asof_date = Fundamentals.net_other_financing_charges_asof_date::datetime64[ns] | net_other_investing_changes = Fundamentals.net_other_investing_changes::float64 | net_other_investing_changes_asof_date = Fundamentals.net_other_investing_changes_asof_date::datetime64[ns] | net_other_unrealized_gain_loss = Fundamentals.net_other_unrealized_gain_loss::float64 | net_other_unrealized_gain_loss_asof_date = Fundamentals.net_other_unrealized_gain_loss_asof_date::datetime64[ns] | net_outward_loans = Fundamentals.net_outward_loans::float64 | net_outward_loans_asof_date = Fundamentals.net_outward_loans_asof_date::datetime64[ns] | net_policyholder_benefits_and_claims = Fundamentals.net_policyholder_benefits_and_claims::float64 | net_policyholder_benefits_and_claims_asof_date = Fundamentals.net_policyholder_benefits_and_claims_asof_date::datetime64[ns] | net_ppe = Fundamentals.net_ppe::float64 | net_ppe_asof_date = Fundamentals.net_ppe_asof_date::datetime64[ns] | net_ppe_purchase_and_sale = Fundamentals.net_ppe_purchase_and_sale::float64 | net_ppe_purchase_and_sale_asof_date = Fundamentals.net_ppe_purchase_and_sale_asof_date::datetime64[ns] | net_preferred_stock_issuance = Fundamentals.net_preferred_stock_issuance::float64 | net_preferred_stock_issuance_asof_date = Fundamentals.net_preferred_stock_issuance_asof_date::datetime64[ns] | net_premiums_written = Fundamentals.net_premiums_written::float64 | net_premiums_written_asof_date = Fundamentals.net_premiums_written_asof_date::datetime64[ns] | net_realized_gain_loss_on_investments = Fundamentals.net_realized_gain_loss_on_investments::float64 | net_realized_gain_loss_on_investments_asof_date = Fundamentals.net_realized_gain_loss_on_investments_asof_date::datetime64[ns] | net_short_term_debt_issuance = Fundamentals.net_short_term_debt_issuance::float64 | net_short_term_debt_issuance_asof_date = Fundamentals.net_short_term_debt_issuance_asof_date::datetime64[ns] | net_tangible_assets = Fundamentals.net_tangible_assets::float64 | net_tangible_assets_asof_date = Fundamentals.net_tangible_assets_asof_date::datetime64[ns] | net_technology_purchase_and_sale = Fundamentals.net_technology_purchase_and_sale::float64 | net_technology_purchase_and_sale_asof_date = Fundamentals.net_technology_purchase_and_sale_asof_date::datetime64[ns] | net_unrealized_gain_loss_foreign_currency = Fundamentals.net_unrealized_gain_loss_foreign_currency::float64 | net_unrealized_gain_loss_foreign_currency_asof_date = Fundamentals.net_unrealized_gain_loss_foreign_currency_asof_date::datetime64[ns] | net_unrealized_gain_loss_investments = Fundamentals.net_unrealized_gain_loss_investments::float64 | net_unrealized_gain_loss_investments_asof_date = Fundamentals.net_unrealized_gain_loss_investments_asof_date::datetime64[ns] | net_utility_plant = Fundamentals.net_utility_plant::float64 | net_utility_plant_asof_date = Fundamentals.net_utility_plant_asof_date::datetime64[ns] | non_current_accounts_receivable = Fundamentals.non_current_accounts_receivable::float64 | non_current_accounts_receivable_asof_date = Fundamentals.non_current_accounts_receivable_asof_date::datetime64[ns] | non_current_accrued_expenses = Fundamentals.non_current_accrued_expenses::float64 | non_current_accrued_expenses_asof_date = Fundamentals.non_current_accrued_expenses_asof_date::datetime64[ns] | non_current_deferred_assets = Fundamentals.non_current_deferred_assets::float64 | non_current_deferred_assets_asof_date = Fundamentals.non_current_deferred_assets_asof_date::datetime64[ns] | non_current_deferred_liabilities = Fundamentals.non_current_deferred_liabilities::float64 | non_current_deferred_liabilities_asof_date = Fundamentals.non_current_deferred_liabilities_asof_date::datetime64[ns] | non_current_deferred_revenue = Fundamentals.non_current_deferred_revenue::float64 | non_current_deferred_revenue_asof_date = Fundamentals.non_current_deferred_revenue_asof_date::datetime64[ns] | non_current_deferred_taxes_assets = Fundamentals.non_current_deferred_taxes_assets::float64 | non_current_deferred_taxes_assets_asof_date = Fundamentals.non_current_deferred_taxes_assets_asof_date::datetime64[ns] | non_current_deferred_taxes_liabilities = Fundamentals.non_current_deferred_taxes_liabilities::float64 | non_current_deferred_taxes_liabilities_asof_date = Fundamentals.non_current_deferred_taxes_liabilities_asof_date::datetime64[ns] | non_current_note_receivables = Fundamentals.non_current_note_receivables::float64 | non_current_note_receivables_asof_date = Fundamentals.non_current_note_receivables_asof_date::datetime64[ns] | non_current_pension_and_other_postretirement_benefit_plans = Fundamentals.non_current_pension_and_other_postretirement_benefit_plans::float64 | non_current_pension_and_other_postretirement_benefit_plans_asof_date = Fundamentals.non_current_pension_and_other_postretirement_benefit_plans_asof_date::datetime64[ns] | non_current_prepaid_assets = Fundamentals.non_current_prepaid_assets::float64 | non_current_prepaid_assets_asof_date = Fundamentals.non_current_prepaid_assets_asof_date::datetime64[ns] | non_interest_bearing_borrowings_current = Fundamentals.non_interest_bearing_borrowings_current::float64 | non_interest_bearing_borrowings_current_asof_date = Fundamentals.non_interest_bearing_borrowings_current_asof_date::datetime64[ns] | non_interest_bearing_borrowings_non_current = Fundamentals.non_interest_bearing_borrowings_non_current::float64 | non_interest_bearing_borrowings_non_current_asof_date = Fundamentals.non_interest_bearing_borrowings_non_current_asof_date::datetime64[ns] | non_interest_bearing_deposits = Fundamentals.non_interest_bearing_deposits::float64 | non_interest_bearing_deposits_asof_date = Fundamentals.non_interest_bearing_deposits_asof_date::datetime64[ns] | non_interest_expense = Fundamentals.non_interest_expense::float64 | non_interest_expense_asof_date = Fundamentals.non_interest_expense_asof_date::datetime64[ns] | non_interest_income = Fundamentals.non_interest_income::float64 | non_interest_income_asof_date = Fundamentals.non_interest_income_asof_date::datetime64[ns] | non_operating_expenses = Fundamentals.non_operating_expenses::float64 | non_operating_expenses_asof_date = Fundamentals.non_operating_expenses_asof_date::datetime64[ns] | non_operating_income = Fundamentals.non_operating_income::float64 | non_operating_income_asof_date = Fundamentals.non_operating_income_asof_date::datetime64[ns] | non_recurring_operation_expense = Fundamentals.non_recurring_operation_expense::float64 | non_recurring_operation_expense_asof_date = Fundamentals.non_recurring_operation_expense_asof_date::datetime64[ns] | normalized_basic_eps_earnings_reports = Fundamentals.normalized_basic_eps_earnings_reports::float64 | normalized_basic_eps_earnings_reports_asof_date = Fundamentals.normalized_basic_eps_earnings_reports_asof_date::datetime64[ns] | normalized_diluted_eps_earnings_reports = Fundamentals.normalized_diluted_eps_earnings_reports::float64 | normalized_diluted_eps_earnings_reports_asof_date = Fundamentals.normalized_diluted_eps_earnings_reports_asof_date::datetime64[ns] | normalized_ebitda = Fundamentals.normalized_ebitda::float64 | normalized_ebitda_asof_date = Fundamentals.normalized_ebitda_asof_date::datetime64[ns] | normalized_income = Fundamentals.normalized_income::float64 | normalized_income_asof_date = Fundamentals.normalized_income_asof_date::datetime64[ns] | normalized_net_profit_margin = Fundamentals.normalized_net_profit_margin::float64 | normalized_net_profit_margin_asof_date = Fundamentals.normalized_net_profit_margin_asof_date::datetime64[ns] | normalized_pe_ratio = Fundamentals.normalized_pe_ratio::float64 | normalized_pe_ratio_asof_date = Fundamentals.normalized_pe_ratio_asof_date::datetime64[ns] | normalized_pe_ratio_price_multiple_ratios = Fundamentals.normalized_pe_ratio_price_multiple_ratios::float64 | normalized_pe_ratio_price_multiple_ratios_asof_date = Fundamentals.normalized_pe_ratio_price_multiple_ratios_asof_date::datetime64[ns] | normalized_roic = Fundamentals.normalized_roic::float64 | normalized_roic_asof_date = Fundamentals.normalized_roic_asof_date::datetime64[ns] | notes_receivable = Fundamentals.notes_receivable::float64 | notes_receivable_asof_date = Fundamentals.notes_receivable_asof_date::datetime64[ns] | number_of_share_holders = Fundamentals.number_of_share_holders::float64 | number_of_share_holders_asof_date = Fundamentals.number_of_share_holders_asof_date::datetime64[ns] | occupancy_and_equipment = Fundamentals.occupancy_and_equipment::float64 | occupancy_and_equipment_asof_date = Fundamentals.occupancy_and_equipment_asof_date::datetime64[ns] | operating_cash_flow = Fundamentals.operating_cash_flow::float64 | operating_cash_flow_asof_date = Fundamentals.operating_cash_flow_asof_date::datetime64[ns] | operating_expense = Fundamentals.operating_expense::float64 | operating_expense_asof_date = Fundamentals.operating_expense_asof_date::datetime64[ns] | operating_gains_losses = Fundamentals.operating_gains_losses::float64 | operating_gains_losses_asof_date = Fundamentals.operating_gains_losses_asof_date::datetime64[ns] | operating_income = Fundamentals.operating_income::float64 | operating_income_asof_date = Fundamentals.operating_income_asof_date::datetime64[ns] | operating_income_segmentation = Fundamentals.operating_income_segmentation::float64 | operating_income_segmentation_asof_date = Fundamentals.operating_income_segmentation_asof_date::datetime64[ns] | operating_revenue = Fundamentals.operating_revenue::float64 | operating_revenue_asof_date = Fundamentals.operating_revenue_asof_date::datetime64[ns] | operating_revenue_segmentation = Fundamentals.operating_revenue_segmentation::float64 | operating_revenue_segmentation_asof_date = Fundamentals.operating_revenue_segmentation_asof_date::datetime64[ns] | operating_taxesn_licenses = Fundamentals.operating_taxesn_licenses::float64 | operating_taxesn_licenses_asof_date = Fundamentals.operating_taxesn_licenses_asof_date::datetime64[ns] | operation_and_maintenance = Fundamentals.operation_and_maintenance::float64 | operation_and_maintenance_asof_date = Fundamentals.operation_and_maintenance_asof_date::datetime64[ns] | operation_income_growth = Fundamentals.operation_income_growth::float64 | operation_income_growth_asof_date = Fundamentals.operation_income_growth_asof_date::datetime64[ns] | operation_margin = Fundamentals.operation_margin::float64 | operation_margin_asof_date = Fundamentals.operation_margin_asof_date::datetime64[ns] | operation_revenue_growth3_month_avg = Fundamentals.operation_revenue_growth3_month_avg::float64 | operation_revenue_growth3_month_avg_asof_date = Fundamentals.operation_revenue_growth3_month_avg_asof_date::datetime64[ns] | ordinary_shares_number = Fundamentals.ordinary_shares_number::float64 | ordinary_shares_number_asof_date = Fundamentals.ordinary_shares_number_asof_date::datetime64[ns] | other_adjustmentsfor_which_cash_effects_are_investingor_financing_cash_flow = Fundamentals.other_adjustmentsfor_which_cash_effects_are_investingor_financing_cash_flow::float64 | other_adjustmentsfor_which_cash_effects_are_investingor_financing_cash_flow_asof_date = Fundamentals.other_adjustmentsfor_which_cash_eff...gor_financing_cash_flow_asof_date::datetime64[ns] | other_assets = Fundamentals.other_assets::float64 | other_assets_asof_date = Fundamentals.other_assets_asof_date::datetime64[ns] | other_capital_stock = Fundamentals.other_capital_stock::float64 | other_capital_stock_asof_date = Fundamentals.other_capital_stock_asof_date::datetime64[ns] | other_cash_paymentsfrom_operating_activities = Fundamentals.other_cash_paymentsfrom_operating_activities::float64 | other_cash_paymentsfrom_operating_activities_asof_date = Fundamentals.other_cash_paymentsfrom_operating_activities_asof_date::datetime64[ns] | other_cash_receiptsfrom_operating_activities = Fundamentals.other_cash_receiptsfrom_operating_activities::float64 | other_cash_receiptsfrom_operating_activities_asof_date = Fundamentals.other_cash_receiptsfrom_operating_activities_asof_date::datetime64[ns] | other_current_assets = Fundamentals.other_current_assets::float64 | other_current_assets_asof_date = Fundamentals.other_current_assets_asof_date::datetime64[ns] | other_current_borrowings = Fundamentals.other_current_borrowings::float64 | other_current_borrowings_asof_date = Fundamentals.other_current_borrowings_asof_date::datetime64[ns] | other_current_liabilities = Fundamentals.other_current_liabilities::float64 | other_current_liabilities_asof_date = Fundamentals.other_current_liabilities_asof_date::datetime64[ns] | other_customer_services = Fundamentals.other_customer_services::float64 | other_customer_services_asof_date = Fundamentals.other_customer_services_asof_date::datetime64[ns] | other_deferred_costs = Fundamentals.other_deferred_costs::float64 | other_deferred_costs_asof_date = Fundamentals.other_deferred_costs_asof_date::datetime64[ns] | other_deposits = Fundamentals.other_deposits::float64 | other_deposits_asof_date = Fundamentals.other_deposits_asof_date::datetime64[ns] | other_equity_adjustments = Fundamentals.other_equity_adjustments::float64 | other_equity_adjustments_asof_date = Fundamentals.other_equity_adjustments_asof_date::datetime64[ns] | other_equity_interest = Fundamentals.other_equity_interest::float64 | other_equity_interest_asof_date = Fundamentals.other_equity_interest_asof_date::datetime64[ns] | other_financing = Fundamentals.other_financing::float64 | other_financing_asof_date = Fundamentals.other_financing_asof_date::datetime64[ns] | other_gain_loss_from_disposition_of_discontinued_operations = Fundamentals.other_gain_loss_from_disposition_of_discontinued_operations::float64 | other_gain_loss_from_disposition_of_discontinued_operations_asof_date = Fundamentals.other_gain_loss_from_disposition_of_discontinued_operations_asof_date::datetime64[ns] | other_impairment_of_capital_assets = Fundamentals.other_impairment_of_capital_assets::float64 | other_impairment_of_capital_assets_asof_date = Fundamentals.other_impairment_of_capital_assets_asof_date::datetime64[ns] | other_income_expense = Fundamentals.other_income_expense::float64 | other_income_expense_asof_date = Fundamentals.other_income_expense_asof_date::datetime64[ns] | other_intangible_assets = Fundamentals.other_intangible_assets::float64 | other_intangible_assets_asof_date = Fundamentals.other_intangible_assets_asof_date::datetime64[ns] | other_interest_earning_assets = Fundamentals.other_interest_earning_assets::float64 | other_interest_earning_assets_asof_date = Fundamentals.other_interest_earning_assets_asof_date::datetime64[ns] | other_interest_expense = Fundamentals.other_interest_expense::float64 | other_interest_expense_asof_date = Fundamentals.other_interest_expense_asof_date::datetime64[ns] | other_interest_income = Fundamentals.other_interest_income::float64 | other_interest_income_asof_date = Fundamentals.other_interest_income_asof_date::datetime64[ns] | other_inventories = Fundamentals.other_inventories::float64 | other_inventories_asof_date = Fundamentals.other_inventories_asof_date::datetime64[ns] | other_invested_assets = Fundamentals.other_invested_assets::float64 | other_invested_assets_asof_date = Fundamentals.other_invested_assets_asof_date::datetime64[ns] | other_investments = Fundamentals.other_investments::float64 | other_investments_asof_date = Fundamentals.other_investments_asof_date::datetime64[ns] | other_liabilities = Fundamentals.other_liabilities::float64 | other_liabilities_asof_date = Fundamentals.other_liabilities_asof_date::datetime64[ns] | other_loan_assets = Fundamentals.other_loan_assets::float64 | other_loan_assets_asof_date = Fundamentals.other_loan_assets_asof_date::datetime64[ns] | other_loans_current = Fundamentals.other_loans_current::float64 | other_loans_current_asof_date = Fundamentals.other_loans_current_asof_date::datetime64[ns] | other_loans_non_current = Fundamentals.other_loans_non_current::float64 | other_loans_non_current_asof_date = Fundamentals.other_loans_non_current_asof_date::datetime64[ns] | other_loans_total = Fundamentals.other_loans_total::float64 | other_loans_total_asof_date = Fundamentals.other_loans_total_asof_date::datetime64[ns] | other_non_cash_items = Fundamentals.other_non_cash_items::float64 | other_non_cash_items_asof_date = Fundamentals.other_non_cash_items_asof_date::datetime64[ns] | other_non_current_assets = Fundamentals.other_non_current_assets::float64 | other_non_current_assets_asof_date = Fundamentals.other_non_current_assets_asof_date::datetime64[ns] | other_non_current_liabilities = Fundamentals.other_non_current_liabilities::float64 | other_non_current_liabilities_asof_date = Fundamentals.other_non_current_liabilities_asof_date::datetime64[ns] | other_non_interest_expense = Fundamentals.other_non_interest_expense::float64 | other_non_interest_expense_asof_date = Fundamentals.other_non_interest_expense_asof_date::datetime64[ns] | other_non_interest_income = Fundamentals.other_non_interest_income::float64 | other_non_interest_income_asof_date = Fundamentals.other_non_interest_income_asof_date::datetime64[ns] | other_non_operating_expenses = Fundamentals.other_non_operating_expenses::float64 | other_non_operating_expenses_asof_date = Fundamentals.other_non_operating_expenses_asof_date::datetime64[ns] | other_non_operating_income = Fundamentals.other_non_operating_income::float64 | other_non_operating_income_asof_date = Fundamentals.other_non_operating_income_asof_date::datetime64[ns] | other_non_operating_income_expenses = Fundamentals.other_non_operating_income_expenses::float64 | other_non_operating_income_expenses_asof_date = Fundamentals.other_non_operating_income_expenses_asof_date::datetime64[ns] | other_operating_expenses = Fundamentals.other_operating_expenses::float64 | other_operating_expenses_asof_date = Fundamentals.other_operating_expenses_asof_date::datetime64[ns] | other_operating_income_total = Fundamentals.other_operating_income_total::float64 | other_operating_income_total_asof_date = Fundamentals.other_operating_income_total_asof_date::datetime64[ns] | other_operating_inflows_outflowsof_cash = Fundamentals.other_operating_inflows_outflowsof_cash::float64 | other_operating_inflows_outflowsof_cash_asof_date = Fundamentals.other_operating_inflows_outflowsof_cash_asof_date::datetime64[ns] | other_operating_revenue = Fundamentals.other_operating_revenue::float64 | other_operating_revenue_asof_date = Fundamentals.other_operating_revenue_asof_date::datetime64[ns] | other_payable = Fundamentals.other_payable::float64 | other_payable_asof_date = Fundamentals.other_payable_asof_date::datetime64[ns] | other_properties = Fundamentals.other_properties::float64 | other_properties_asof_date = Fundamentals.other_properties_asof_date::datetime64[ns] | other_real_estate_owned = Fundamentals.other_real_estate_owned::float64 | other_real_estate_owned_asof_date = Fundamentals.other_real_estate_owned_asof_date::datetime64[ns] | other_receivables = Fundamentals.other_receivables::float64 | other_receivables_asof_date = Fundamentals.other_receivables_asof_date::datetime64[ns] | other_reserves = Fundamentals.other_reserves::float64 | other_reserves_asof_date = Fundamentals.other_reserves_asof_date::datetime64[ns] | other_short_term_investments = Fundamentals.other_short_term_investments::float64 | other_short_term_investments_asof_date = Fundamentals.other_short_term_investments_asof_date::datetime64[ns] | other_special_charges = Fundamentals.other_special_charges::float64 | other_special_charges_asof_date = Fundamentals.other_special_charges_asof_date::datetime64[ns] | other_staff_costs = Fundamentals.other_staff_costs::float64 | other_staff_costs_asof_date = Fundamentals.other_staff_costs_asof_date::datetime64[ns] | other_taxes = Fundamentals.other_taxes::float64 | other_taxes_asof_date = Fundamentals.other_taxes_asof_date::datetime64[ns] | other_underwriting_expenses_paid = Fundamentals.other_underwriting_expenses_paid::float64 | other_underwriting_expenses_paid_asof_date = Fundamentals.other_underwriting_expenses_paid_asof_date::datetime64[ns] | other_write_down = Fundamentals.other_write_down::float64 | other_write_down_asof_date = Fundamentals.other_write_down_asof_date::datetime64[ns] | other_write_off = Fundamentals.other_write_off::float64 | other_write_off_asof_date = Fundamentals.other_write_off_asof_date::datetime64[ns] | otherunder_preferred_stock_dividend = Fundamentals.otherunder_preferred_stock_dividend::float64 | otherunder_preferred_stock_dividend_asof_date = Fundamentals.otherunder_preferred_stock_dividend_asof_date::datetime64[ns] | p_cash_ratio3_yr_avg = Fundamentals.p_cash_ratio3_yr_avg::float64 | p_cash_ratio3_yr_avg_asof_date = Fundamentals.p_cash_ratio3_yr_avg_asof_date::datetime64[ns] | participating_policyholder_equity = Fundamentals.participating_policyholder_equity::float64 | participating_policyholder_equity_asof_date = Fundamentals.participating_policyholder_equity_asof_date::datetime64[ns] | patents = Fundamentals.patents::float64 | patents_asof_date = Fundamentals.patents_asof_date::datetime64[ns] | payables = Fundamentals.payables::float64 | payables_and_accrued_expenses = Fundamentals.payables_and_accrued_expenses::float64 | payables_and_accrued_expenses_asof_date = Fundamentals.payables_and_accrued_expenses_asof_date::datetime64[ns] | payables_asof_date = Fundamentals.payables_asof_date::datetime64[ns] | payment_for_loans = Fundamentals.payment_for_loans::float64 | payment_for_loans_asof_date = Fundamentals.payment_for_loans_asof_date::datetime64[ns] | payment_turnover = Fundamentals.payment_turnover::float64 | payment_turnover_asof_date = Fundamentals.payment_turnover_asof_date::datetime64[ns] | paymentof_bills = Fundamentals.paymentof_bills::float64 | paymentof_bills_asof_date = Fundamentals.paymentof_bills_asof_date::datetime64[ns] | paymentsfor_premiumsand_claims_annuitiesand_other_policy_benefits = Fundamentals.paymentsfor_premiumsand_claims_annuitiesand_other_policy_benefits::float64 | paymentsfor_premiumsand_claims_annuitiesand_other_policy_benefits_asof_date = Fundamentals.paymentsfor_premiumsand_claims_annu...d_other_policy_benefits_asof_date::datetime64[ns] | paymentsof_other_equity_instruments = Fundamentals.paymentsof_other_equity_instruments::float64 | paymentsof_other_equity_instruments_asof_date = Fundamentals.paymentsof_other_equity_instruments_asof_date::datetime64[ns] | paymentson_behalfof_employees = Fundamentals.paymentson_behalfof_employees::float64 | paymentson_behalfof_employees_asof_date = Fundamentals.paymentson_behalfof_employees_asof_date::datetime64[ns] | paymentsto_acquire_held_to_maturity_investments = Fundamentals.paymentsto_acquire_held_to_maturity_investments::float64 | paymentsto_acquire_held_to_maturity_investments_asof_date = Fundamentals.paymentsto_acquire_held_to_maturity_investments_asof_date::datetime64[ns] | paymentsto_suppliersfor_goodsand_services = Fundamentals.paymentsto_suppliersfor_goodsand_services::float64 | paymentsto_suppliersfor_goodsand_services_asof_date = Fundamentals.paymentsto_suppliersfor_goodsand_services_asof_date::datetime64[ns] | payout_ratio = Fundamentals.payout_ratio::float64 | payout_ratio_asof_date = Fundamentals.payout_ratio_asof_date::datetime64[ns] | pb_ratio = Fundamentals.pb_ratio::float64 | pb_ratio10_year_growth = Fundamentals.pb_ratio10_year_growth::float64 | pb_ratio10_year_growth_asof_date = Fundamentals.pb_ratio10_year_growth_asof_date::datetime64[ns] | pb_ratio1_year_growth = Fundamentals.pb_ratio1_year_growth::float64 | pb_ratio1_year_growth_asof_date = Fundamentals.pb_ratio1_year_growth_asof_date::datetime64[ns] | pb_ratio3_year_growth = Fundamentals.pb_ratio3_year_growth::float64 | pb_ratio3_year_growth_asof_date = Fundamentals.pb_ratio3_year_growth_asof_date::datetime64[ns] | pb_ratio3_yr_avg = Fundamentals.pb_ratio3_yr_avg::float64 | pb_ratio3_yr_avg_asof_date = Fundamentals.pb_ratio3_yr_avg_asof_date::datetime64[ns] | pb_ratio3_yr_avg_change = Fundamentals.pb_ratio3_yr_avg_change::float64 | pb_ratio3_yr_avg_change_asof_date = Fundamentals.pb_ratio3_yr_avg_change_asof_date::datetime64[ns] | pb_ratio5_year_growth = Fundamentals.pb_ratio5_year_growth::float64 | pb_ratio5_year_growth_asof_date = Fundamentals.pb_ratio5_year_growth_asof_date::datetime64[ns] | pb_ratio_asof_date = Fundamentals.pb_ratio_asof_date::datetime64[ns] | pb_ratio_price_multiple_ratios = Fundamentals.pb_ratio_price_multiple_ratios::float64 | pb_ratio_price_multiple_ratios_asof_date = Fundamentals.pb_ratio_price_multiple_ratios_asof_date::datetime64[ns] | pcf_ratio = Fundamentals.pcf_ratio::float64 | pcf_ratio_asof_date = Fundamentals.pcf_ratio_asof_date::datetime64[ns] | pcf_ratio_price_multiple_ratios = Fundamentals.pcf_ratio_price_multiple_ratios::float64 | pcf_ratio_price_multiple_ratios_asof_date = Fundamentals.pcf_ratio_price_multiple_ratios_asof_date::datetime64[ns] | pe_ratio = Fundamentals.pe_ratio::float64 | pe_ratio10_year_average = Fundamentals.pe_ratio10_year_average::float64 | pe_ratio10_year_average_asof_date = Fundamentals.pe_ratio10_year_average_asof_date::datetime64[ns] | pe_ratio10_year_growth = Fundamentals.pe_ratio10_year_growth::float64 | pe_ratio10_year_growth_asof_date = Fundamentals.pe_ratio10_year_growth_asof_date::datetime64[ns] | pe_ratio10_year_high = Fundamentals.pe_ratio10_year_high::float64 | pe_ratio10_year_high_asof_date = Fundamentals.pe_ratio10_year_high_asof_date::datetime64[ns] | pe_ratio10_year_low = Fundamentals.pe_ratio10_year_low::float64 | pe_ratio10_year_low_asof_date = Fundamentals.pe_ratio10_year_low_asof_date::datetime64[ns] | pe_ratio1_year_average = Fundamentals.pe_ratio1_year_average::float64 | pe_ratio1_year_average_asof_date = Fundamentals.pe_ratio1_year_average_asof_date::datetime64[ns] | pe_ratio1_year_growth = Fundamentals.pe_ratio1_year_growth::float64 | pe_ratio1_year_growth_asof_date = Fundamentals.pe_ratio1_year_growth_asof_date::datetime64[ns] | pe_ratio1_year_high = Fundamentals.pe_ratio1_year_high::float64 | pe_ratio1_year_high_asof_date = Fundamentals.pe_ratio1_year_high_asof_date::datetime64[ns] | pe_ratio1_year_low = Fundamentals.pe_ratio1_year_low::float64 | pe_ratio1_year_low_asof_date = Fundamentals.pe_ratio1_year_low_asof_date::datetime64[ns] | pe_ratio3_year_growth = Fundamentals.pe_ratio3_year_growth::float64 | pe_ratio3_year_growth_asof_date = Fundamentals.pe_ratio3_year_growth_asof_date::datetime64[ns] | pe_ratio3_yr_avg = Fundamentals.pe_ratio3_yr_avg::float64 | pe_ratio3_yr_avg_asof_date = Fundamentals.pe_ratio3_yr_avg_asof_date::datetime64[ns] | pe_ratio3_yr_avg_change = Fundamentals.pe_ratio3_yr_avg_change::float64 | pe_ratio3_yr_avg_change_asof_date = Fundamentals.pe_ratio3_yr_avg_change_asof_date::datetime64[ns] | pe_ratio5_year_average = Fundamentals.pe_ratio5_year_average::float64 | pe_ratio5_year_average_asof_date = Fundamentals.pe_ratio5_year_average_asof_date::datetime64[ns] | pe_ratio5_year_growth = Fundamentals.pe_ratio5_year_growth::float64 | pe_ratio5_year_growth_asof_date = Fundamentals.pe_ratio5_year_growth_asof_date::datetime64[ns] | pe_ratio5_year_high = Fundamentals.pe_ratio5_year_high::float64 | pe_ratio5_year_high_asof_date = Fundamentals.pe_ratio5_year_high_asof_date::datetime64[ns] | pe_ratio5_year_low = Fundamentals.pe_ratio5_year_low::float64 | pe_ratio5_year_low_asof_date = Fundamentals.pe_ratio5_year_low_asof_date::datetime64[ns] | pe_ratio_asof_date = Fundamentals.pe_ratio_asof_date::datetime64[ns] | pe_ratio_price_multiple_ratios = Fundamentals.pe_ratio_price_multiple_ratios::float64 | pe_ratio_price_multiple_ratios_asof_date = Fundamentals.pe_ratio_price_multiple_ratios_asof_date::datetime64[ns] | peg_payback = Fundamentals.peg_payback::float64 | peg_payback_asof_date = Fundamentals.peg_payback_asof_date::datetime64[ns] | peg_ratio = Fundamentals.peg_ratio::float64 | peg_ratio_asof_date = Fundamentals.peg_ratio_asof_date::datetime64[ns] | pension_and_employee_benefit_expense = Fundamentals.pension_and_employee_benefit_expense::float64 | pension_and_employee_benefit_expense_asof_date = Fundamentals.pension_and_employee_benefit_expense_asof_date::datetime64[ns] | pension_and_other_postretirement_benefit_plans_total = Fundamentals.pension_and_other_postretirement_benefit_plans_total::float64 | pension_and_other_postretirement_benefit_plans_total_asof_date = Fundamentals.pension_and_other_postretirement_benefit_plans_total_asof_date::datetime64[ns] | pension_costs = Fundamentals.pension_costs::float64 | pension_costs_asof_date = Fundamentals.pension_costs_asof_date::datetime64[ns] | pensionand_other_post_retirement_benefit_plans_current = Fundamentals.pensionand_other_post_retirement_benefit_plans_current::float64 | pensionand_other_post_retirement_benefit_plans_current_asof_date = Fundamentals.pensionand_other_post_retirement_benefit_plans_current_asof_date::datetime64[ns] | period_ending_date = Fundamentals.period_ending_date::datetime64[ns] | period_ending_date_asof_date = Fundamentals.period_ending_date_asof_date::datetime64[ns] | period_ending_date_earnings_reports = Fundamentals.period_ending_date_earnings_reports::datetime64[ns] | period_ending_date_earnings_reports_asof_date = Fundamentals.period_ending_date_earnings_reports_asof_date::datetime64[ns] | pfcf_ratio10_year_growth = Fundamentals.pfcf_ratio10_year_growth::float64 | pfcf_ratio10_year_growth_asof_date = Fundamentals.pfcf_ratio10_year_growth_asof_date::datetime64[ns] | pfcf_ratio1_year_growth = Fundamentals.pfcf_ratio1_year_growth::float64 | pfcf_ratio1_year_growth_asof_date = Fundamentals.pfcf_ratio1_year_growth_asof_date::datetime64[ns] | pfcf_ratio3_year_growth = Fundamentals.pfcf_ratio3_year_growth::float64 | pfcf_ratio3_year_growth_asof_date = Fundamentals.pfcf_ratio3_year_growth_asof_date::datetime64[ns] | pfcf_ratio3_yr_avg = Fundamentals.pfcf_ratio3_yr_avg::float64 | pfcf_ratio3_yr_avg_asof_date = Fundamentals.pfcf_ratio3_yr_avg_asof_date::datetime64[ns] | pfcf_ratio3_yr_avg_change = Fundamentals.pfcf_ratio3_yr_avg_change::float64 | pfcf_ratio3_yr_avg_change_asof_date = Fundamentals.pfcf_ratio3_yr_avg_change_asof_date::datetime64[ns] | pfcf_ratio5_year_growth = Fundamentals.pfcf_ratio5_year_growth::float64 | pfcf_ratio5_year_growth_asof_date = Fundamentals.pfcf_ratio5_year_growth_asof_date::datetime64[ns] | placementwith_banksand_other_financial_institutions = Fundamentals.placementwith_banksand_other_financial_institutions::float64 | placementwith_banksand_other_financial_institutions_asof_date = Fundamentals.placementwith_banksand_other_financial_institutions_asof_date::datetime64[ns] | policy_acquisition_expense = Fundamentals.policy_acquisition_expense::float64 | policy_acquisition_expense_asof_date = Fundamentals.policy_acquisition_expense_asof_date::datetime64[ns] | policy_fees = Fundamentals.policy_fees::float64 | policy_fees_asof_date = Fundamentals.policy_fees_asof_date::datetime64[ns] | policy_loans = Fundamentals.policy_loans::float64 | policy_loans_asof_date = Fundamentals.policy_loans_asof_date::datetime64[ns] | policy_reserves_benefits = Fundamentals.policy_reserves_benefits::float64 | policy_reserves_benefits_asof_date = Fundamentals.policy_reserves_benefits_asof_date::datetime64[ns] | policyholder_and_reinsurer_accounts = Fundamentals.policyholder_and_reinsurer_accounts::float64 | policyholder_and_reinsurer_accounts_asof_date = Fundamentals.policyholder_and_reinsurer_accounts_asof_date::datetime64[ns] | policyholder_benefits_ceded = Fundamentals.policyholder_benefits_ceded::float64 | policyholder_benefits_ceded_asof_date = Fundamentals.policyholder_benefits_ceded_asof_date::datetime64[ns] | policyholder_benefits_gross = Fundamentals.policyholder_benefits_gross::float64 | policyholder_benefits_gross_asof_date = Fundamentals.policyholder_benefits_gross_asof_date::datetime64[ns] | policyholder_deposit_investment_received = Fundamentals.policyholder_deposit_investment_received::float64 | policyholder_deposit_investment_received_asof_date = Fundamentals.policyholder_deposit_investment_received_asof_date::datetime64[ns] | policyholder_dividends = Fundamentals.policyholder_dividends::float64 | policyholder_dividends_asof_date = Fundamentals.policyholder_dividends_asof_date::datetime64[ns] | policyholder_funds = Fundamentals.policyholder_funds::float64 | policyholder_funds_asof_date = Fundamentals.policyholder_funds_asof_date::datetime64[ns] | policyholder_interest = Fundamentals.policyholder_interest::float64 | policyholder_interest_asof_date = Fundamentals.policyholder_interest_asof_date::datetime64[ns] | post_tax_margin5_yr_avg = Fundamentals.post_tax_margin5_yr_avg::float64 | post_tax_margin5_yr_avg_asof_date = Fundamentals.post_tax_margin5_yr_avg_asof_date::datetime64[ns] | pre_tax_margin5_yr_avg = Fundamentals.pre_tax_margin5_yr_avg::float64 | pre_tax_margin5_yr_avg_asof_date = Fundamentals.pre_tax_margin5_yr_avg_asof_date::datetime64[ns] | pre_tre_sha_num = Fundamentals.pre_tre_sha_num::float64 | pre_tre_sha_num_asof_date = Fundamentals.pre_tre_sha_num_asof_date::datetime64[ns] | preferred_securities_outside_stock_equity = Fundamentals.preferred_securities_outside_stock_equity::float64 | preferred_securities_outside_stock_equity_asof_date = Fundamentals.preferred_securities_outside_stock_equity_asof_date::datetime64[ns] | preferred_shares_number = Fundamentals.preferred_shares_number::float64 | preferred_shares_number_asof_date = Fundamentals.preferred_shares_number_asof_date::datetime64[ns] | preferred_stock = Fundamentals.preferred_stock::float64 | preferred_stock_asof_date = Fundamentals.preferred_stock_asof_date::datetime64[ns] | preferred_stock_dividend_paid = Fundamentals.preferred_stock_dividend_paid::float64 | preferred_stock_dividend_paid_asof_date = Fundamentals.preferred_stock_dividend_paid_asof_date::datetime64[ns] | preferred_stock_dividends = Fundamentals.preferred_stock_dividends::float64 | preferred_stock_dividends_asof_date = Fundamentals.preferred_stock_dividends_asof_date::datetime64[ns] | preferred_stock_equity = Fundamentals.preferred_stock_equity::float64 | preferred_stock_equity_asof_date = Fundamentals.preferred_stock_equity_asof_date::datetime64[ns] | preferred_stock_issuance = Fundamentals.preferred_stock_issuance::float64 | preferred_stock_issuance_asof_date = Fundamentals.preferred_stock_issuance_asof_date::datetime64[ns] | preferred_stock_of_subsidiary = Fundamentals.preferred_stock_of_subsidiary::float64 | preferred_stock_of_subsidiary_asof_date = Fundamentals.preferred_stock_of_subsidiary_asof_date::datetime64[ns] | preferred_stock_payments = Fundamentals.preferred_stock_payments::float64 | preferred_stock_payments_asof_date = Fundamentals.preferred_stock_payments_asof_date::datetime64[ns] | preferred_stocks_available_for_sale = Fundamentals.preferred_stocks_available_for_sale::float64 | preferred_stocks_available_for_sale_asof_date = Fundamentals.preferred_stocks_available_for_sale_asof_date::datetime64[ns] | premium_received = Fundamentals.premium_received::float64 | premium_received_asof_date = Fundamentals.premium_received_asof_date::datetime64[ns] | premium_taxes_credit = Fundamentals.premium_taxes_credit::float64 | premium_taxes_credit_asof_date = Fundamentals.premium_taxes_credit_asof_date::datetime64[ns] | premiums_receivable = Fundamentals.premiums_receivable::float64 | premiums_receivable_asof_date = Fundamentals.premiums_receivable_asof_date::datetime64[ns] | prepaid_assets = Fundamentals.prepaid_assets::float64 | prepaid_assets_asof_date = Fundamentals.prepaid_assets_asof_date::datetime64[ns] | prepaid_reinsurance_premiums = Fundamentals.prepaid_reinsurance_premiums::float64 | prepaid_reinsurance_premiums_asof_date = Fundamentals.prepaid_reinsurance_premiums_asof_date::datetime64[ns] | pretax_income = Fundamentals.pretax_income::float64 | pretax_income_asof_date = Fundamentals.pretax_income_asof_date::datetime64[ns] | pretax_margin = Fundamentals.pretax_margin::float64 | pretax_margin_asof_date = Fundamentals.pretax_margin_asof_date::datetime64[ns] | price_change1_m = Fundamentals.price_change1_m::float64 | price_change1_m_asof_date = Fundamentals.price_change1_m_asof_date::datetime64[ns] | priceto_cash_ratio = Fundamentals.priceto_cash_ratio::float64 | priceto_cash_ratio_asof_date = Fundamentals.priceto_cash_ratio_asof_date::datetime64[ns] | priceto_ebitda = Fundamentals.priceto_ebitda::float64 | priceto_ebitda_asof_date = Fundamentals.priceto_ebitda_asof_date::datetime64[ns] | priceto_ebitda_price_multiple_ratios = Fundamentals.priceto_ebitda_price_multiple_ratios::float64 | priceto_ebitda_price_multiple_ratios_asof_date = Fundamentals.priceto_ebitda_price_multiple_ratios_asof_date::datetime64[ns] | primary_exchange_id = Fundamentals.primary_exchange_id::object | primary_exchange_id_asof_date = Fundamentals.primary_exchange_id_asof_date::datetime64[ns] | primary_mic = Fundamentals.primary_mic::object | primary_mic_asof_date = Fundamentals.primary_mic_asof_date::datetime64[ns] | primary_share_class_id = Fundamentals.primary_share_class_id::object | primary_share_class_id_asof_date = Fundamentals.primary_share_class_id_asof_date::datetime64[ns] | primary_symbol = Fundamentals.primary_symbol::object | primary_symbol_asof_date = Fundamentals.primary_symbol_asof_date::datetime64[ns] | principle_investment_gain_loss = Fundamentals.principle_investment_gain_loss::float64 | principle_investment_gain_loss_asof_date = Fundamentals.principle_investment_gain_loss_asof_date::datetime64[ns] | principle_transaction_revenue = Fundamentals.principle_transaction_revenue::float64 | principle_transaction_revenue_asof_date = Fundamentals.principle_transaction_revenue_asof_date::datetime64[ns] | proceeds_from_issuance_of_warrants = Fundamentals.proceeds_from_issuance_of_warrants::float64 | proceeds_from_issuance_of_warrants_asof_date = Fundamentals.proceeds_from_issuance_of_warrants_asof_date::datetime64[ns] | proceeds_from_loans = Fundamentals.proceeds_from_loans::float64 | proceeds_from_loans_asof_date = Fundamentals.proceeds_from_loans_asof_date::datetime64[ns] | proceeds_from_stock_option_exercised = Fundamentals.proceeds_from_stock_option_exercised::float64 | proceeds_from_stock_option_exercised_asof_date = Fundamentals.proceeds_from_stock_option_exercised_asof_date::datetime64[ns] | proceeds_payment_federal_funds_sold_and_securities_purchased_under_agreement_to_resell = Fundamentals.proceeds_payment_federal_funds_sold...ties_purchased_under_agreement_to_resell::float64 | proceeds_payment_federal_funds_sold_and_securities_purchased_under_agreement_to_resell_asof_date = Fundamentals.proceeds_payment_federal_funds_sold...der_agreement_to_resell_asof_date::datetime64[ns] | proceeds_payment_in_interest_bearing_deposits_in_bank = Fundamentals.proceeds_payment_in_interest_bearing_deposits_in_bank::float64 | proceeds_payment_in_interest_bearing_deposits_in_bank_asof_date = Fundamentals.proceeds_payment_in_interest_bearing_deposits_in_bank_asof_date::datetime64[ns] | proceedsfrom_disposalof_held_to_maturity_investments = Fundamentals.proceedsfrom_disposalof_held_to_maturity_investments::float64 | proceedsfrom_disposalof_held_to_maturity_investments_asof_date = Fundamentals.proceedsfrom_disposalof_held_to_maturity_investments_asof_date::datetime64[ns] | proceedsfrom_government_grants_cff = Fundamentals.proceedsfrom_government_grants_cff::float64 | proceedsfrom_government_grants_cff_asof_date = Fundamentals.proceedsfrom_government_grants_cff_asof_date::datetime64[ns] | proceedsfrom_government_grants_cfi = Fundamentals.proceedsfrom_government_grants_cfi::float64 | proceedsfrom_government_grants_cfi_asof_date = Fundamentals.proceedsfrom_government_grants_cfi_asof_date::datetime64[ns] | proceedsfrom_issuing_other_equity_instruments = Fundamentals.proceedsfrom_issuing_other_equity_instruments::float64 | proceedsfrom_issuing_other_equity_instruments_asof_date = Fundamentals.proceedsfrom_issuing_other_equity_instruments_asof_date::datetime64[ns] | professional_expense_and_contract_services_expense = Fundamentals.professional_expense_and_contract_services_expense::float64 | professional_expense_and_contract_services_expense_asof_date = Fundamentals.professional_expense_and_contract_services_expense_asof_date::datetime64[ns] | profit_margin5_yr_avg = Fundamentals.profit_margin5_yr_avg::float64 | profit_margin5_yr_avg_asof_date = Fundamentals.profit_margin5_yr_avg_asof_date::datetime64[ns] | profitability_grade = Fundamentals.profitability_grade::object | profitability_grade_asof_date = Fundamentals.profitability_grade_asof_date::datetime64[ns] | profiton_disposals = Fundamentals.profiton_disposals::float64 | profiton_disposals_asof_date = Fundamentals.profiton_disposals_asof_date::datetime64[ns] | promotion_and_advertising = Fundamentals.promotion_and_advertising::float64 | promotion_and_advertising_asof_date = Fundamentals.promotion_and_advertising_asof_date::datetime64[ns] | properties = Fundamentals.properties::float64 | properties_asof_date = Fundamentals.properties_asof_date::datetime64[ns] | property_casualty_premiums = Fundamentals.property_casualty_premiums::float64 | property_casualty_premiums_asof_date = Fundamentals.property_casualty_premiums_asof_date::datetime64[ns] | property_liability_insurance_claims = Fundamentals.property_liability_insurance_claims::float64 | property_liability_insurance_claims_asof_date = Fundamentals.property_liability_insurance_claims_asof_date::datetime64[ns] | provision_for_doubtful_accounts = Fundamentals.provision_for_doubtful_accounts::float64 | provision_for_doubtful_accounts_asof_date = Fundamentals.provision_for_doubtful_accounts_asof_date::datetime64[ns] | provision_for_gain_loss_on_disposal = Fundamentals.provision_for_gain_loss_on_disposal::float64 | provision_for_gain_loss_on_disposal_asof_date = Fundamentals.provision_for_gain_loss_on_disposal_asof_date::datetime64[ns] | provision_for_loan_lease_and_other_losses = Fundamentals.provision_for_loan_lease_and_other_losses::float64 | provision_for_loan_lease_and_other_losses_asof_date = Fundamentals.provision_for_loan_lease_and_other_losses_asof_date::datetime64[ns] | provisionand_write_offof_assets = Fundamentals.provisionand_write_offof_assets::float64 | provisionand_write_offof_assets_asof_date = Fundamentals.provisionand_write_offof_assets_asof_date::datetime64[ns] | provisions_total = Fundamentals.provisions_total::float64 | provisions_total_asof_date = Fundamentals.provisions_total_asof_date::datetime64[ns] | ps_ratio = Fundamentals.ps_ratio::float64 | ps_ratio10_year_growth = Fundamentals.ps_ratio10_year_growth::float64 | ps_ratio10_year_growth_asof_date = Fundamentals.ps_ratio10_year_growth_asof_date::datetime64[ns] | ps_ratio1_year_growth = Fundamentals.ps_ratio1_year_growth::float64 | ps_ratio1_year_growth_asof_date = Fundamentals.ps_ratio1_year_growth_asof_date::datetime64[ns] | ps_ratio3_year_growth = Fundamentals.ps_ratio3_year_growth::float64 | ps_ratio3_year_growth_asof_date = Fundamentals.ps_ratio3_year_growth_asof_date::datetime64[ns] | ps_ratio3_yr_avg = Fundamentals.ps_ratio3_yr_avg::float64 | ps_ratio3_yr_avg_asof_date = Fundamentals.ps_ratio3_yr_avg_asof_date::datetime64[ns] | ps_ratio3_yr_avg_change = Fundamentals.ps_ratio3_yr_avg_change::float64 | ps_ratio3_yr_avg_change_asof_date = Fundamentals.ps_ratio3_yr_avg_change_asof_date::datetime64[ns] | ps_ratio5_year_growth = Fundamentals.ps_ratio5_year_growth::float64 | ps_ratio5_year_growth_asof_date = Fundamentals.ps_ratio5_year_growth_asof_date::datetime64[ns] | ps_ratio_asof_date = Fundamentals.ps_ratio_asof_date::datetime64[ns] | ps_ratio_price_multiple_ratios = Fundamentals.ps_ratio_price_multiple_ratios::float64 | ps_ratio_price_multiple_ratios_asof_date = Fundamentals.ps_ratio_price_multiple_ratios_asof_date::datetime64[ns] | purchase_of_business = Fundamentals.purchase_of_business::float64 | purchase_of_business_asof_date = Fundamentals.purchase_of_business_asof_date::datetime64[ns] | purchase_of_equity_securities = Fundamentals.purchase_of_equity_securities::float64 | purchase_of_equity_securities_asof_date = Fundamentals.purchase_of_equity_securities_asof_date::datetime64[ns] | purchase_of_fixed_maturity_securities = Fundamentals.purchase_of_fixed_maturity_securities::float64 | purchase_of_fixed_maturity_securities_asof_date = Fundamentals.purchase_of_fixed_maturity_securities_asof_date::datetime64[ns] | purchase_of_intangibles = Fundamentals.purchase_of_intangibles::float64 | purchase_of_intangibles_asof_date = Fundamentals.purchase_of_intangibles_asof_date::datetime64[ns] | purchase_of_investment = Fundamentals.purchase_of_investment::float64 | purchase_of_investment_asof_date = Fundamentals.purchase_of_investment_asof_date::datetime64[ns] | purchase_of_long_term_investments = Fundamentals.purchase_of_long_term_investments::float64 | purchase_of_long_term_investments_asof_date = Fundamentals.purchase_of_long_term_investments_asof_date::datetime64[ns] | purchase_of_ppe = Fundamentals.purchase_of_ppe::float64 | purchase_of_ppe_asof_date = Fundamentals.purchase_of_ppe_asof_date::datetime64[ns] | purchase_of_short_term_investments = Fundamentals.purchase_of_short_term_investments::float64 | purchase_of_short_term_investments_asof_date = Fundamentals.purchase_of_short_term_investments_asof_date::datetime64[ns] | purchase_of_technology = Fundamentals.purchase_of_technology::float64 | purchase_of_technology_asof_date = Fundamentals.purchase_of_technology_asof_date::datetime64[ns] | purchased_components = Fundamentals.purchased_components::float64 | purchased_components_asof_date = Fundamentals.purchased_components_asof_date::datetime64[ns] | purchased_transportation_services = Fundamentals.purchased_transportation_services::float64 | purchased_transportation_services_asof_date = Fundamentals.purchased_transportation_services_asof_date::datetime64[ns] | purchaseof_joint_venture_associate = Fundamentals.purchaseof_joint_venture_associate::float64 | purchaseof_joint_venture_associate_asof_date = Fundamentals.purchaseof_joint_venture_associate_asof_date::datetime64[ns] | purchaseof_subsidiaries = Fundamentals.purchaseof_subsidiaries::float64 | purchaseof_subsidiaries_asof_date = Fundamentals.purchaseof_subsidiaries_asof_date::datetime64[ns] | quick_ratio = Fundamentals.quick_ratio::float64 | quick_ratio_asof_date = Fundamentals.quick_ratio_asof_date::datetime64[ns] | ratio_pe5_year_average = Fundamentals.ratio_pe5_year_average::float64 | ratio_pe5_year_average_asof_date = Fundamentals.ratio_pe5_year_average_asof_date::datetime64[ns] | raw_materials = Fundamentals.raw_materials::float64 | raw_materials_asof_date = Fundamentals.raw_materials_asof_date::datetime64[ns] | real_estate = Fundamentals.real_estate::float64 | real_estate_and_real_estate_joint_ventures_held_for_investment = Fundamentals.real_estate_and_real_estate_joint_ventures_held_for_investment::float64 | real_estate_and_real_estate_joint_ventures_held_for_investment_asof_date = Fundamentals.real_estate_and_real_estate_joint_v...res_held_for_investment_asof_date::datetime64[ns] | real_estate_asof_date = Fundamentals.real_estate_asof_date::datetime64[ns] | real_estate_held_for_sale = Fundamentals.real_estate_held_for_sale::float64 | real_estate_held_for_sale_asof_date = Fundamentals.real_estate_held_for_sale_asof_date::datetime64[ns] | realized_capital_gain = Fundamentals.realized_capital_gain::float64 | realized_capital_gain_asof_date = Fundamentals.realized_capital_gain_asof_date::datetime64[ns] | realized_gain_loss_on_sale_of_loans_and_lease = Fundamentals.realized_gain_loss_on_sale_of_loans_and_lease::float64 | realized_gain_loss_on_sale_of_loans_and_lease_asof_date = Fundamentals.realized_gain_loss_on_sale_of_loans_and_lease_asof_date::datetime64[ns] | receiptsfrom_customers = Fundamentals.receiptsfrom_customers::float64 | receiptsfrom_customers_asof_date = Fundamentals.receiptsfrom_customers_asof_date::datetime64[ns] | receivable_turnover = Fundamentals.receivable_turnover::float64 | receivable_turnover_asof_date = Fundamentals.receivable_turnover_asof_date::datetime64[ns] | receivables = Fundamentals.receivables::float64 | receivables_adjustments_allowances = Fundamentals.receivables_adjustments_allowances::float64 | receivables_adjustments_allowances_asof_date = Fundamentals.receivables_adjustments_allowances_asof_date::datetime64[ns] | receivables_asof_date = Fundamentals.receivables_asof_date::datetime64[ns] | reconciled_cost_of_revenue = Fundamentals.reconciled_cost_of_revenue::float64 | reconciled_cost_of_revenue_asof_date = Fundamentals.reconciled_cost_of_revenue_asof_date::datetime64[ns] | reconciled_depreciation = Fundamentals.reconciled_depreciation::float64 | reconciled_depreciation_asof_date = Fundamentals.reconciled_depreciation_asof_date::datetime64[ns] | redeemable_preferred_stock = Fundamentals.redeemable_preferred_stock::float64 | redeemable_preferred_stock_asof_date = Fundamentals.redeemable_preferred_stock_asof_date::datetime64[ns] | regression_growth_operating_revenue5_years = Fundamentals.regression_growth_operating_revenue5_years::float64 | regression_growth_operating_revenue5_years_asof_date = Fundamentals.regression_growth_operating_revenue5_years_asof_date::datetime64[ns] | regression_growthof_dividends5_years = Fundamentals.regression_growthof_dividends5_years::float64 | regression_growthof_dividends5_years_asof_date = Fundamentals.regression_growthof_dividends5_years_asof_date::datetime64[ns] | regulatory_assets = Fundamentals.regulatory_assets::float64 | regulatory_assets_asof_date = Fundamentals.regulatory_assets_asof_date::datetime64[ns] | regulatory_liabilities = Fundamentals.regulatory_liabilities::float64 | regulatory_liabilities_asof_date = Fundamentals.regulatory_liabilities_asof_date::datetime64[ns] | reinsurance_assets = Fundamentals.reinsurance_assets::float64 | reinsurance_assets_asof_date = Fundamentals.reinsurance_assets_asof_date::datetime64[ns] | reinsurance_balances_payable = Fundamentals.reinsurance_balances_payable::float64 | reinsurance_balances_payable_asof_date = Fundamentals.reinsurance_balances_payable_asof_date::datetime64[ns] | reinsurance_receivables = Fundamentals.reinsurance_receivables::float64 | reinsurance_receivables_asof_date = Fundamentals.reinsurance_receivables_asof_date::datetime64[ns] | reinsurance_recoverable = Fundamentals.reinsurance_recoverable::float64 | reinsurance_recoverable_asof_date = Fundamentals.reinsurance_recoverable_asof_date::datetime64[ns] | reinsurance_recoverable_for_paid_losses = Fundamentals.reinsurance_recoverable_for_paid_losses::float64 | reinsurance_recoverable_for_paid_losses_asof_date = Fundamentals.reinsurance_recoverable_for_paid_losses_asof_date::datetime64[ns] | reinsurance_recoverable_for_unpaid_losses = Fundamentals.reinsurance_recoverable_for_unpaid_losses::float64 | reinsurance_recoverable_for_unpaid_losses_asof_date = Fundamentals.reinsurance_recoverable_for_unpaid_losses_asof_date::datetime64[ns] | reinsurance_recoveries_claimsand_benefits = Fundamentals.reinsurance_recoveries_claimsand_benefits::float64 | reinsurance_recoveries_claimsand_benefits_asof_date = Fundamentals.reinsurance_recoveries_claimsand_benefits_asof_date::datetime64[ns] | reinsurance_recoveriesof_insurance_liabilities = Fundamentals.reinsurance_recoveriesof_insurance_liabilities::float64 | reinsurance_recoveriesof_insurance_liabilities_asof_date = Fundamentals.reinsurance_recoveriesof_insurance_liabilities_asof_date::datetime64[ns] | reinsurance_recoveriesof_investment_contract = Fundamentals.reinsurance_recoveriesof_investment_contract::float64 | reinsurance_recoveriesof_investment_contract_asof_date = Fundamentals.reinsurance_recoveriesof_investment_contract_asof_date::datetime64[ns] | reinsurance_shareof_insurance_contract = Fundamentals.reinsurance_shareof_insurance_contract::float64 | reinsurance_shareof_insurance_contract_asof_date = Fundamentals.reinsurance_shareof_insurance_contract_asof_date::datetime64[ns] | reinsuranceand_other_recoveries_received = Fundamentals.reinsuranceand_other_recoveries_received::float64 | reinsuranceand_other_recoveries_received_asof_date = Fundamentals.reinsuranceand_other_recoveries_received_asof_date::datetime64[ns] | rent_and_landing_fees = Fundamentals.rent_and_landing_fees::float64 | rent_and_landing_fees_asof_date = Fundamentals.rent_and_landing_fees_asof_date::datetime64[ns] | reorganization_other_costs = Fundamentals.reorganization_other_costs::float64 | reorganization_other_costs_asof_date = Fundamentals.reorganization_other_costs_asof_date::datetime64[ns] | repayment_of_debt = Fundamentals.repayment_of_debt::float64 | repayment_of_debt_asof_date = Fundamentals.repayment_of_debt_asof_date::datetime64[ns] | repaymentin_lease_financing = Fundamentals.repaymentin_lease_financing::float64 | repaymentin_lease_financing_asof_date = Fundamentals.repaymentin_lease_financing_asof_date::datetime64[ns] | report_style = Fundamentals.report_style::int64 | report_style_asof_date = Fundamentals.report_style_asof_date::datetime64[ns] | repurchase_of_capital_stock = Fundamentals.repurchase_of_capital_stock::float64 | repurchase_of_capital_stock_asof_date = Fundamentals.repurchase_of_capital_stock_asof_date::datetime64[ns] | research_and_development = Fundamentals.research_and_development::float64 | research_and_development_asof_date = Fundamentals.research_and_development_asof_date::datetime64[ns] | research_expense = Fundamentals.research_expense::float64 | research_expense_asof_date = Fundamentals.research_expense_asof_date::datetime64[ns] | restricted_cash = Fundamentals.restricted_cash::float64 | restricted_cash_and_cash_equivalents = Fundamentals.restricted_cash_and_cash_equivalents::float64 | restricted_cash_and_cash_equivalents_asof_date = Fundamentals.restricted_cash_and_cash_equivalents_asof_date::datetime64[ns] | restricted_cash_and_investments = Fundamentals.restricted_cash_and_investments::float64 | restricted_cash_and_investments_asof_date = Fundamentals.restricted_cash_and_investments_asof_date::datetime64[ns] | restricted_cash_asof_date = Fundamentals.restricted_cash_asof_date::datetime64[ns] | restricted_common_stock = Fundamentals.restricted_common_stock::float64 | restricted_common_stock_asof_date = Fundamentals.restricted_common_stock_asof_date::datetime64[ns] | restricted_investments = Fundamentals.restricted_investments::float64 | restricted_investments_asof_date = Fundamentals.restricted_investments_asof_date::datetime64[ns] | restructring_and_mn_a_income = Fundamentals.restructring_and_mn_a_income::float64 | restructring_and_mn_a_income_asof_date = Fundamentals.restructring_and_mn_a_income_asof_date::datetime64[ns] | restructuring_and_merger_and_acquisition_income = Fundamentals.restructuring_and_merger_and_acquisition_income::float64 | restructuring_and_merger_and_acquisition_income_asof_date = Fundamentals.restructuring_and_merger_and_acquisition_income_asof_date::datetime64[ns] | restructuring_and_mergern_acquisition = Fundamentals.restructuring_and_mergern_acquisition::float64 | restructuring_and_mergern_acquisition_asof_date = Fundamentals.restructuring_and_mergern_acquisition_asof_date::datetime64[ns] | retained_earnings = Fundamentals.retained_earnings::float64 | retained_earnings_asof_date = Fundamentals.retained_earnings_asof_date::datetime64[ns] | revenue_growth = Fundamentals.revenue_growth::float64 | revenue_growth_asof_date = Fundamentals.revenue_growth_asof_date::datetime64[ns] | revenues_cargo = Fundamentals.revenues_cargo::float64 | revenues_cargo_asof_date = Fundamentals.revenues_cargo_asof_date::datetime64[ns] | revenues_passenger = Fundamentals.revenues_passenger::float64 | revenues_passenger_asof_date = Fundamentals.revenues_passenger_asof_date::datetime64[ns] | roa = Fundamentals.roa::float64 | roa5_yr_avg = Fundamentals.roa5_yr_avg::float64 | roa5_yr_avg_asof_date = Fundamentals.roa5_yr_avg_asof_date::datetime64[ns] | roa_asof_date = Fundamentals.roa_asof_date::datetime64[ns] | roe = Fundamentals.roe::float64 | roe5_yr_avg = Fundamentals.roe5_yr_avg::float64 | roe5_yr_avg_asof_date = Fundamentals.roe5_yr_avg_asof_date::datetime64[ns] | roe_asof_date = Fundamentals.roe_asof_date::datetime64[ns] | roic = Fundamentals.roic::float64 | roic_asof_date = Fundamentals.roic_asof_date::datetime64[ns] | salaries_and_wages = Fundamentals.salaries_and_wages::float64 | salaries_and_wages_asof_date = Fundamentals.salaries_and_wages_asof_date::datetime64[ns] | sale_of_business = Fundamentals.sale_of_business::float64 | sale_of_business_asof_date = Fundamentals.sale_of_business_asof_date::datetime64[ns] | sale_of_intangibles = Fundamentals.sale_of_intangibles::float64 | sale_of_intangibles_asof_date = Fundamentals.sale_of_intangibles_asof_date::datetime64[ns] | sale_of_investment = Fundamentals.sale_of_investment::float64 | sale_of_investment_asof_date = Fundamentals.sale_of_investment_asof_date::datetime64[ns] | sale_of_long_term_investments = Fundamentals.sale_of_long_term_investments::float64 | sale_of_long_term_investments_asof_date = Fundamentals.sale_of_long_term_investments_asof_date::datetime64[ns] | sale_of_ppe = Fundamentals.sale_of_ppe::float64 | sale_of_ppe_asof_date = Fundamentals.sale_of_ppe_asof_date::datetime64[ns] | sale_of_short_term_investments = Fundamentals.sale_of_short_term_investments::float64 | sale_of_short_term_investments_asof_date = Fundamentals.sale_of_short_term_investments_asof_date::datetime64[ns] | sale_of_technology = Fundamentals.sale_of_technology::float64 | sale_of_technology_asof_date = Fundamentals.sale_of_technology_asof_date::datetime64[ns] | saleof_joint_venture_associate = Fundamentals.saleof_joint_venture_associate::float64 | saleof_joint_venture_associate_asof_date = Fundamentals.saleof_joint_venture_associate_asof_date::datetime64[ns] | saleof_subsidiaries = Fundamentals.saleof_subsidiaries::float64 | saleof_subsidiaries_asof_date = Fundamentals.saleof_subsidiaries_asof_date::datetime64[ns] | sales_of_equity_securities = Fundamentals.sales_of_equity_securities::float64 | sales_of_equity_securities_asof_date = Fundamentals.sales_of_equity_securities_asof_date::datetime64[ns] | sales_of_fixed_maturity_securities = Fundamentals.sales_of_fixed_maturity_securities::float64 | sales_of_fixed_maturity_securities_asof_date = Fundamentals.sales_of_fixed_maturity_securities_asof_date::datetime64[ns] | sales_per_employee = Fundamentals.sales_per_employee::float64 | sales_per_employee_asof_date = Fundamentals.sales_per_employee_asof_date::datetime64[ns] | sales_per_share = Fundamentals.sales_per_share::float64 | sales_per_share_asof_date = Fundamentals.sales_per_share_asof_date::datetime64[ns] | sales_yield = Fundamentals.sales_yield::float64 | sales_yield_asof_date = Fundamentals.sales_yield_asof_date::datetime64[ns] | securities_activities = Fundamentals.securities_activities::float64 | securities_activities_asof_date = Fundamentals.securities_activities_asof_date::datetime64[ns] | securities_amortization = Fundamentals.securities_amortization::float64 | securities_amortization_asof_date = Fundamentals.securities_amortization_asof_date::datetime64[ns] | securities_and_investments = Fundamentals.securities_and_investments::float64 | securities_and_investments_asof_date = Fundamentals.securities_and_investments_asof_date::datetime64[ns] | securities_lending_collateral = Fundamentals.securities_lending_collateral::float64 | securities_lending_collateral_asof_date = Fundamentals.securities_lending_collateral_asof_date::datetime64[ns] | securities_lending_payable = Fundamentals.securities_lending_payable::float64 | securities_lending_payable_asof_date = Fundamentals.securities_lending_payable_asof_date::datetime64[ns] | securities_loaned = Fundamentals.securities_loaned::float64 | securities_loaned_asof_date = Fundamentals.securities_loaned_asof_date::datetime64[ns] | security_agree_to_be_resell = Fundamentals.security_agree_to_be_resell::float64 | security_agree_to_be_resell_asof_date = Fundamentals.security_agree_to_be_resell_asof_date::datetime64[ns] | security_borrowed = Fundamentals.security_borrowed::float64 | security_borrowed_asof_date = Fundamentals.security_borrowed_asof_date::datetime64[ns] | security_sold_not_yet_repurchased = Fundamentals.security_sold_not_yet_repurchased::float64 | security_sold_not_yet_repurchased_asof_date = Fundamentals.security_sold_not_yet_repurchased_asof_date::datetime64[ns] | security_type = Fundamentals.security_type::object | security_type_asof_date = Fundamentals.security_type_asof_date::datetime64[ns] | selling_and_marketing_expense = Fundamentals.selling_and_marketing_expense::float64 | selling_and_marketing_expense_asof_date = Fundamentals.selling_and_marketing_expense_asof_date::datetime64[ns] | selling_expense = Fundamentals.selling_expense::float64 | selling_expense_asof_date = Fundamentals.selling_expense_asof_date::datetime64[ns] | selling_general_and_administration = Fundamentals.selling_general_and_administration::float64 | selling_general_and_administration_asof_date = Fundamentals.selling_general_and_administration_asof_date::datetime64[ns] | separate_account_assets = Fundamentals.separate_account_assets::float64 | separate_account_assets_asof_date = Fundamentals.separate_account_assets_asof_date::datetime64[ns] | separate_account_business = Fundamentals.separate_account_business::float64 | separate_account_business_asof_date = Fundamentals.separate_account_business_asof_date::datetime64[ns] | service_charge_on_depositor_accounts = Fundamentals.service_charge_on_depositor_accounts::float64 | service_charge_on_depositor_accounts_asof_date = Fundamentals.service_charge_on_depositor_accounts_asof_date::datetime64[ns] | share_based_payments = Fundamentals.share_based_payments::float64 | share_based_payments_asof_date = Fundamentals.share_based_payments_asof_date::datetime64[ns] | share_class_description = Fundamentals.share_class_description::object | share_class_description_asof_date = Fundamentals.share_class_description_asof_date::datetime64[ns] | share_class_level_shares_outstanding = Fundamentals.share_class_level_shares_outstanding::float64 | share_class_level_shares_outstanding_asof_date = Fundamentals.share_class_level_shares_outstanding_asof_date::datetime64[ns] | share_class_status = Fundamentals.share_class_status::object | share_class_status_asof_date = Fundamentals.share_class_status_asof_date::datetime64[ns] | share_issued = Fundamentals.share_issued::float64 | share_issued_asof_date = Fundamentals.share_issued_asof_date::datetime64[ns] | shareof_associates = Fundamentals.shareof_associates::float64 | shareof_associates_asof_date = Fundamentals.shareof_associates_asof_date::datetime64[ns] | shareof_operating_profit_lossfrom_joint_ventures_and_associates = Fundamentals.shareof_operating_profit_lossfrom_joint_ventures_and_associates::float64 | shareof_operating_profit_lossfrom_joint_ventures_and_associates_asof_date = Fundamentals.shareof_operating_profit_lossfrom_j...ventures_and_associates_asof_date::datetime64[ns] | shares_outstanding = Fundamentals.shares_outstanding::float64 | shares_outstanding_asof_date = Fundamentals.shares_outstanding_asof_date::datetime64[ns] | shares_outstanding_with_balance_sheet_ending_date = Fundamentals.shares_outstanding_with_balance_sheet_ending_date::float64 | shares_outstanding_with_balance_sheet_ending_date_asof_date = Fundamentals.shares_outstanding_with_balance_sheet_ending_date_asof_date::datetime64[ns] | short_description = Fundamentals.short_description::object | short_description_asof_date = Fundamentals.short_description_asof_date::datetime64[ns] | short_name = Fundamentals.short_name::object | short_name_asof_date = Fundamentals.short_name_asof_date::datetime64[ns] | short_term_debt_issuance = Fundamentals.short_term_debt_issuance::float64 | short_term_debt_issuance_asof_date = Fundamentals.short_term_debt_issuance_asof_date::datetime64[ns] | short_term_debt_payments = Fundamentals.short_term_debt_payments::float64 | short_term_debt_payments_asof_date = Fundamentals.short_term_debt_payments_asof_date::datetime64[ns] | short_term_investments_available_for_sale = Fundamentals.short_term_investments_available_for_sale::float64 | short_term_investments_available_for_sale_asof_date = Fundamentals.short_term_investments_available_for_sale_asof_date::datetime64[ns] | short_term_investments_held_to_maturity = Fundamentals.short_term_investments_held_to_maturity::float64 | short_term_investments_held_to_maturity_asof_date = Fundamentals.short_term_investments_held_to_maturity_asof_date::datetime64[ns] | short_term_investments_trading = Fundamentals.short_term_investments_trading::float64 | short_term_investments_trading_asof_date = Fundamentals.short_term_investments_trading_asof_date::datetime64[ns] | sic = Fundamentals.sic::int64 | sic_asof_date = Fundamentals.sic_asof_date::datetime64[ns] | size_score = Fundamentals.size_score::float64 | size_score_asof_date = Fundamentals.size_score_asof_date::datetime64[ns] | social_security_costs = Fundamentals.social_security_costs::float64 | social_security_costs_asof_date = Fundamentals.social_security_costs_asof_date::datetime64[ns] | special_charge = Fundamentals.special_charge::float64 | special_charge_asof_date = Fundamentals.special_charge_asof_date::datetime64[ns] | special_income = Fundamentals.special_income::float64 | special_income_asof_date = Fundamentals.special_income_asof_date::datetime64[ns] | special_income_charges = Fundamentals.special_income_charges::float64 | special_income_charges_asof_date = Fundamentals.special_income_charges_asof_date::datetime64[ns] | staff_costs = Fundamentals.staff_costs::float64 | staff_costs_asof_date = Fundamentals.staff_costs_asof_date::datetime64[ns] | standard_name = Fundamentals.standard_name::object | standard_name_asof_date = Fundamentals.standard_name_asof_date::datetime64[ns] | stock_based_compensation_cash_flow_statement = Fundamentals.stock_based_compensation_cash_flow_statement::float64 | stock_based_compensation_cash_flow_statement_asof_date = Fundamentals.stock_based_compensation_cash_flow_statement_asof_date::datetime64[ns] | stock_based_compensation_income_statement = Fundamentals.stock_based_compensation_income_statement::float64 | stock_based_compensation_income_statement_asof_date = Fundamentals.stock_based_compensation_income_statement_asof_date::datetime64[ns] | stock_type = Fundamentals.stock_type::int64 | stock_type_asof_date = Fundamentals.stock_type_asof_date::datetime64[ns] | stockholders_equity = Fundamentals.stockholders_equity::float64 | stockholders_equity_asof_date = Fundamentals.stockholders_equity_asof_date::datetime64[ns] | stockholders_equity_growth = Fundamentals.stockholders_equity_growth::float64 | stockholders_equity_growth_asof_date = Fundamentals.stockholders_equity_growth_asof_date::datetime64[ns] | student_loan = Fundamentals.student_loan::float64 | student_loan_asof_date = Fundamentals.student_loan_asof_date::datetime64[ns] | style_box = Fundamentals.style_box::int64 | style_box_asof_date = Fundamentals.style_box_asof_date::datetime64[ns] | style_score = Fundamentals.style_score::float64 | style_score_asof_date = Fundamentals.style_score_asof_date::datetime64[ns] | subordinated_liabilities = Fundamentals.subordinated_liabilities::float64 | subordinated_liabilities_asof_date = Fundamentals.subordinated_liabilities_asof_date::datetime64[ns] | sustainable_growth_rate = Fundamentals.sustainable_growth_rate::float64 | sustainable_growth_rate_asof_date = Fundamentals.sustainable_growth_rate_asof_date::datetime64[ns] | symbol = Fundamentals.symbol::object | symbol_asof_date = Fundamentals.symbol_asof_date::datetime64[ns] | tangible_book_value = Fundamentals.tangible_book_value::float64 | tangible_book_value_asof_date = Fundamentals.tangible_book_value_asof_date::datetime64[ns] | tangible_book_value_per_share = Fundamentals.tangible_book_value_per_share::float64 | tangible_book_value_per_share_asof_date = Fundamentals.tangible_book_value_per_share_asof_date::datetime64[ns] | tangible_bv_per_share3_yr_avg = Fundamentals.tangible_bv_per_share3_yr_avg::float64 | tangible_bv_per_share3_yr_avg_asof_date = Fundamentals.tangible_bv_per_share3_yr_avg_asof_date::datetime64[ns] | tangible_bv_per_share5_yr_avg = Fundamentals.tangible_bv_per_share5_yr_avg::float64 | tangible_bv_per_share5_yr_avg_asof_date = Fundamentals.tangible_bv_per_share5_yr_avg_asof_date::datetime64[ns] | tax_assets_total = Fundamentals.tax_assets_total::float64 | tax_assets_total_asof_date = Fundamentals.tax_assets_total_asof_date::datetime64[ns] | tax_effect_of_unusual_items = Fundamentals.tax_effect_of_unusual_items::float64 | tax_effect_of_unusual_items_asof_date = Fundamentals.tax_effect_of_unusual_items_asof_date::datetime64[ns] | tax_loss_carryforward_basic_eps_earnings_reports = Fundamentals.tax_loss_carryforward_basic_eps_earnings_reports::float64 | tax_loss_carryforward_basic_eps_earnings_reports_asof_date = Fundamentals.tax_loss_carryforward_basic_eps_earnings_reports_asof_date::datetime64[ns] | tax_loss_carryforward_diluted_eps_earnings_reports = Fundamentals.tax_loss_carryforward_diluted_eps_earnings_reports::float64 | tax_loss_carryforward_diluted_eps_earnings_reports_asof_date = Fundamentals.tax_loss_carryforward_diluted_eps_earnings_reports_asof_date::datetime64[ns] | tax_provision = Fundamentals.tax_provision::float64 | tax_provision_asof_date = Fundamentals.tax_provision_asof_date::datetime64[ns] | tax_rate = Fundamentals.tax_rate::float64 | tax_rate_asof_date = Fundamentals.tax_rate_asof_date::datetime64[ns] | tax_rate_for_calcs = Fundamentals.tax_rate_for_calcs::float64 | tax_rate_for_calcs_asof_date = Fundamentals.tax_rate_for_calcs_asof_date::datetime64[ns] | taxes_assets_current = Fundamentals.taxes_assets_current::float64 | taxes_assets_current_asof_date = Fundamentals.taxes_assets_current_asof_date::datetime64[ns] | taxes_receivable = Fundamentals.taxes_receivable::float64 | taxes_receivable_asof_date = Fundamentals.taxes_receivable_asof_date::datetime64[ns] | taxes_refund_paid = Fundamentals.taxes_refund_paid::float64 | taxes_refund_paid_asof_date = Fundamentals.taxes_refund_paid_asof_date::datetime64[ns] | taxes_refund_paid_direct = Fundamentals.taxes_refund_paid_direct::float64 | taxes_refund_paid_direct_asof_date = Fundamentals.taxes_refund_paid_direct_asof_date::datetime64[ns] | time_deposits_placed_balance_sheet = Fundamentals.time_deposits_placed_balance_sheet::float64 | time_deposits_placed_balance_sheet_asof_date = Fundamentals.time_deposits_placed_balance_sheet_asof_date::datetime64[ns] | time_deposits_placed_income_statement = Fundamentals.time_deposits_placed_income_statement::float64 | time_deposits_placed_income_statement_asof_date = Fundamentals.time_deposits_placed_income_statement_asof_date::datetime64[ns] | total_adjustmentsfor_non_cash_items = Fundamentals.total_adjustmentsfor_non_cash_items::float64 | total_adjustmentsfor_non_cash_items_asof_date = Fundamentals.total_adjustmentsfor_non_cash_items_asof_date::datetime64[ns] | total_asset_per_share = Fundamentals.total_asset_per_share::float64 | total_asset_per_share_asof_date = Fundamentals.total_asset_per_share_asof_date::datetime64[ns] | total_assets = Fundamentals.total_assets::float64 | total_assets_asof_date = Fundamentals.total_assets_asof_date::datetime64[ns] | total_assets_growth = Fundamentals.total_assets_growth::float64 | total_assets_growth_asof_date = Fundamentals.total_assets_growth_asof_date::datetime64[ns] | total_assets_segmentation = Fundamentals.total_assets_segmentation::float64 | total_assets_segmentation_asof_date = Fundamentals.total_assets_segmentation_asof_date::datetime64[ns] | total_capitalization = Fundamentals.total_capitalization::float64 | total_capitalization_asof_date = Fundamentals.total_capitalization_asof_date::datetime64[ns] | total_debt = Fundamentals.total_debt::float64 | total_debt_asof_date = Fundamentals.total_debt_asof_date::datetime64[ns] | total_debt_equity_ratio = Fundamentals.total_debt_equity_ratio::float64 | total_debt_equity_ratio_asof_date = Fundamentals.total_debt_equity_ratio_asof_date::datetime64[ns] | total_debt_equity_ratio_growth = Fundamentals.total_debt_equity_ratio_growth::float64 | total_debt_equity_ratio_growth_asof_date = Fundamentals.total_debt_equity_ratio_growth_asof_date::datetime64[ns] | total_deferred_credits_and_other_non_current_liabilities = Fundamentals.total_deferred_credits_and_other_non_current_liabilities::float64 | total_deferred_credits_and_other_non_current_liabilities_asof_date = Fundamentals.total_deferred_credits_and_other_non_current_liabilities_asof_date::datetime64[ns] | total_deposits = Fundamentals.total_deposits::float64 | total_deposits_asof_date = Fundamentals.total_deposits_asof_date::datetime64[ns] | total_dividend_paymentof_equity_shares = Fundamentals.total_dividend_paymentof_equity_shares::float64 | total_dividend_paymentof_equity_shares_asof_date = Fundamentals.total_dividend_paymentof_equity_shares_asof_date::datetime64[ns] | total_dividend_paymentof_non_equity_shares = Fundamentals.total_dividend_paymentof_non_equity_shares::float64 | total_dividend_paymentof_non_equity_shares_asof_date = Fundamentals.total_dividend_paymentof_non_equity_shares_asof_date::datetime64[ns] | total_dividend_per_share_earnings_reports = Fundamentals.total_dividend_per_share_earnings_reports::float64 | total_dividend_per_share_earnings_reports_asof_date = Fundamentals.total_dividend_per_share_earnings_reports_asof_date::datetime64[ns] | total_employee_number = Fundamentals.total_employee_number::float64 | total_employee_number_asof_date = Fundamentals.total_employee_number_asof_date::datetime64[ns] | total_equity = Fundamentals.total_equity::float64 | total_equity_asof_date = Fundamentals.total_equity_asof_date::datetime64[ns] | total_equity_gross_minority_interest = Fundamentals.total_equity_gross_minority_interest::float64 | total_equity_gross_minority_interest_asof_date = Fundamentals.total_equity_gross_minority_interest_asof_date::datetime64[ns] | total_expenses = Fundamentals.total_expenses::float64 | total_expenses_asof_date = Fundamentals.total_expenses_asof_date::datetime64[ns] | total_investments = Fundamentals.total_investments::float64 | total_investments_asof_date = Fundamentals.total_investments_asof_date::datetime64[ns] | total_liabilities = Fundamentals.total_liabilities::float64 | total_liabilities_asof_date = Fundamentals.total_liabilities_asof_date::datetime64[ns] | total_liabilities_growth = Fundamentals.total_liabilities_growth::float64 | total_liabilities_growth_asof_date = Fundamentals.total_liabilities_growth_asof_date::datetime64[ns] | total_liabilities_net_minority_interest = Fundamentals.total_liabilities_net_minority_interest::float64 | total_liabilities_net_minority_interest_asof_date = Fundamentals.total_liabilities_net_minority_interest_asof_date::datetime64[ns] | total_money_market_investments = Fundamentals.total_money_market_investments::float64 | total_money_market_investments_asof_date = Fundamentals.total_money_market_investments_asof_date::datetime64[ns] | total_non_current_assets = Fundamentals.total_non_current_assets::float64 | total_non_current_assets_asof_date = Fundamentals.total_non_current_assets_asof_date::datetime64[ns] | total_non_current_liabilities = Fundamentals.total_non_current_liabilities::float64 | total_non_current_liabilities_asof_date = Fundamentals.total_non_current_liabilities_asof_date::datetime64[ns] | total_non_current_liabilities_net_minority_interest = Fundamentals.total_non_current_liabilities_net_minority_interest::float64 | total_non_current_liabilities_net_minority_interest_asof_date = Fundamentals.total_non_current_liabilities_net_minority_interest_asof_date::datetime64[ns] | total_other_finance_cost = Fundamentals.total_other_finance_cost::float64 | total_other_finance_cost_asof_date = Fundamentals.total_other_finance_cost_asof_date::datetime64[ns] | total_partnership_capital = Fundamentals.total_partnership_capital::float64 | total_partnership_capital_asof_date = Fundamentals.total_partnership_capital_asof_date::datetime64[ns] | total_premiums_earned = Fundamentals.total_premiums_earned::float64 | total_premiums_earned_asof_date = Fundamentals.total_premiums_earned_asof_date::datetime64[ns] | total_revenue = Fundamentals.total_revenue::float64 | total_revenue_asof_date = Fundamentals.total_revenue_asof_date::datetime64[ns] | total_tax_payable = Fundamentals.total_tax_payable::float64 | total_tax_payable_asof_date = Fundamentals.total_tax_payable_asof_date::datetime64[ns] | total_unusual_items = Fundamentals.total_unusual_items::float64 | total_unusual_items_asof_date = Fundamentals.total_unusual_items_asof_date::datetime64[ns] | total_unusual_items_excluding_goodwill = Fundamentals.total_unusual_items_excluding_goodwill::float64 | total_unusual_items_excluding_goodwill_asof_date = Fundamentals.total_unusual_items_excluding_goodwill_asof_date::datetime64[ns] | total_yield = Fundamentals.total_yield::float64 | total_yield_asof_date = Fundamentals.total_yield_asof_date::datetime64[ns] | trade_and_other_receivables_non_current = Fundamentals.trade_and_other_receivables_non_current::float64 | trade_and_other_receivables_non_current_asof_date = Fundamentals.trade_and_other_receivables_non_current_asof_date::datetime64[ns] | tradeand_other_payables_non_current = Fundamentals.tradeand_other_payables_non_current::float64 | tradeand_other_payables_non_current_asof_date = Fundamentals.tradeand_other_payables_non_current_asof_date::datetime64[ns] | trading_and_other_receivable = Fundamentals.trading_and_other_receivable::float64 | trading_and_other_receivable_asof_date = Fundamentals.trading_and_other_receivable_asof_date::datetime64[ns] | trading_assets = Fundamentals.trading_assets::float64 | trading_assets_asof_date = Fundamentals.trading_assets_asof_date::datetime64[ns] | trading_gain_loss = Fundamentals.trading_gain_loss::float64 | trading_gain_loss_asof_date = Fundamentals.trading_gain_loss_asof_date::datetime64[ns] | trading_liabilities = Fundamentals.trading_liabilities::float64 | trading_liabilities_asof_date = Fundamentals.trading_liabilities_asof_date::datetime64[ns] | trading_securities = Fundamentals.trading_securities::float64 | trading_securities_asof_date = Fundamentals.trading_securities_asof_date::datetime64[ns] | tradingand_financial_liabilities = Fundamentals.tradingand_financial_liabilities::float64 | tradingand_financial_liabilities_asof_date = Fundamentals.tradingand_financial_liabilities_asof_date::datetime64[ns] | trailing_calculation_style = Fundamentals.trailing_calculation_style::object | trailing_calculation_style_asof_date = Fundamentals.trailing_calculation_style_asof_date::datetime64[ns] | trailing_dividend_yield = Fundamentals.trailing_dividend_yield::float64 | trailing_dividend_yield_asof_date = Fundamentals.trailing_dividend_yield_asof_date::datetime64[ns] | transportation_revenue = Fundamentals.transportation_revenue::float64 | transportation_revenue_asof_date = Fundamentals.transportation_revenue_asof_date::datetime64[ns] | treasury_shares_number = Fundamentals.treasury_shares_number::float64 | treasury_shares_number_asof_date = Fundamentals.treasury_shares_number_asof_date::datetime64[ns] | treasury_stock = Fundamentals.treasury_stock::float64 | treasury_stock_asof_date = Fundamentals.treasury_stock_asof_date::datetime64[ns] | trust_feesby_commissions = Fundamentals.trust_feesby_commissions::float64 | trust_feesby_commissions_asof_date = Fundamentals.trust_feesby_commissions_asof_date::datetime64[ns] | trust_preferred_securities_balance_sheet = Fundamentals.trust_preferred_securities_balance_sheet::float64 | trust_preferred_securities_balance_sheet_asof_date = Fundamentals.trust_preferred_securities_balance_sheet_asof_date::datetime64[ns] | trust_preferred_securities_income_statement = Fundamentals.trust_preferred_securities_income_statement::float64 | trust_preferred_securities_income_statement_asof_date = Fundamentals.trust_preferred_securities_income_statement_asof_date::datetime64[ns] | two_years_forward_earning_yield = Fundamentals.two_years_forward_earning_yield::float64 | two_years_forward_earning_yield_asof_date = Fundamentals.two_years_forward_earning_yield_asof_date::datetime64[ns] | two_years_forward_pe_ratio = Fundamentals.two_years_forward_pe_ratio::float64 | two_years_forward_pe_ratio_asof_date = Fundamentals.two_years_forward_pe_ratio_asof_date::datetime64[ns] | unallocated_surplus = Fundamentals.unallocated_surplus::float64 | unallocated_surplus_asof_date = Fundamentals.unallocated_surplus_asof_date::datetime64[ns] | unbilled_receivables = Fundamentals.unbilled_receivables::float64 | unbilled_receivables_asof_date = Fundamentals.unbilled_receivables_asof_date::datetime64[ns] | unclassified_current_assets = Fundamentals.unclassified_current_assets::float64 | unclassified_current_assets_asof_date = Fundamentals.unclassified_current_assets_asof_date::datetime64[ns] | underwriting_expenses = Fundamentals.underwriting_expenses::float64 | underwriting_expenses_asof_date = Fundamentals.underwriting_expenses_asof_date::datetime64[ns] | unearned_income = Fundamentals.unearned_income::float64 | unearned_income_asof_date = Fundamentals.unearned_income_asof_date::datetime64[ns] | unearned_premiums = Fundamentals.unearned_premiums::float64 | unearned_premiums_asof_date = Fundamentals.unearned_premiums_asof_date::datetime64[ns] | unpaid_loss_and_loss_reserve = Fundamentals.unpaid_loss_and_loss_reserve::float64 | unpaid_loss_and_loss_reserve_asof_date = Fundamentals.unpaid_loss_and_loss_reserve_asof_date::datetime64[ns] | unrealized_gain_loss = Fundamentals.unrealized_gain_loss::float64 | unrealized_gain_loss_asof_date = Fundamentals.unrealized_gain_loss_asof_date::datetime64[ns] | unrealized_gain_loss_on_investment_securities = Fundamentals.unrealized_gain_loss_on_investment_securities::float64 | unrealized_gain_loss_on_investment_securities_asof_date = Fundamentals.unrealized_gain_loss_on_investment_securities_asof_date::datetime64[ns] | unrealized_gains_losses_on_derivatives = Fundamentals.unrealized_gains_losses_on_derivatives::float64 | unrealized_gains_losses_on_derivatives_asof_date = Fundamentals.unrealized_gains_losses_on_derivatives_asof_date::datetime64[ns] | value_score = Fundamentals.value_score::float64 | value_score_asof_date = Fundamentals.value_score_asof_date::datetime64[ns] | wagesand_salaries = Fundamentals.wagesand_salaries::float64 | wagesand_salaries_asof_date = Fundamentals.wagesand_salaries_asof_date::datetime64[ns] | water_production = Fundamentals.water_production::float64 | water_production_asof_date = Fundamentals.water_production_asof_date::datetime64[ns] | work_in_process = Fundamentals.work_in_process::float64 | work_in_process_asof_date = Fundamentals.work_in_process_asof_date::datetime64[ns] | work_performedby_entityand_capitalized = Fundamentals.work_performedby_entityand_capitalized::float64 | work_performedby_entityand_capitalized_asof_date = Fundamentals.work_performedby_entityand_capitalized_asof_date::datetime64[ns] | working_capital = Fundamentals.working_capital::float64 | working_capital_asof_date = Fundamentals.working_capital_asof_date::datetime64[ns] | working_capital_per_share = Fundamentals.working_capital_per_share::float64 | working_capital_per_share3_yr_avg = Fundamentals.working_capital_per_share3_yr_avg::float64 | working_capital_per_share3_yr_avg_asof_date = Fundamentals.working_capital_per_share3_yr_avg_asof_date::datetime64[ns] | working_capital_per_share5_yr_avg = Fundamentals.working_capital_per_share5_yr_avg::float64 | working_capital_per_share5_yr_avg_asof_date = Fundamentals.working_capital_per_share5_yr_avg_asof_date::datetime64[ns] | working_capital_per_share_asof_date = Fundamentals.working_capital_per_share_asof_date::datetime64[ns] | working_capital_turnover_ratio = Fundamentals.working_capital_turnover_ratio::float64 | working_capital_turnover_ratio_asof_date = Fundamentals.working_capital_turnover_ratio_asof_date::datetime64[ns] | write_down = Fundamentals.write_down::float64 | write_down_asof_date = Fundamentals.write_down_asof_date::datetime64[ns] | write_off = Fundamentals.write_off::float64 | write_off_asof_date = Fundamentals.write_off_asof_date::datetime64[ns] | yearof_establishment = Fundamentals.yearof_establishment::object | yearof_establishment_asof_date = Fundamentals.yearof_establishment_asof_date::datetime64[ns] | ---------------------------------------------------------------------- | Data descriptors inherited from zipline.pipeline.data.dataset.DataSet: | | __dict__ | dictionary for instance variables (if defined) | | __weakref__ | list of weak references to the object (if defined) | | ---------------------------------------------------------------------- | Data and other attributes inherited from zipline.pipeline.data.dataset.DataSet: | | domain = None | | ndim = 2
class RateOfChangePercentage(CustomFactor):
inputs = [USEquityPricing.close]
window_length = 2
def compute(self, today, assets, out, prices):
out[:] = (prices[-1] / prices[-2]) -1
def make_pipeline():
#Step1. get all NYSE stocks
exchange = Fundamentals.exchange_id.latest
nyse_filter = exchange.eq('NYS')
#Step 2. Top 100 traded NYSE stocks by dollar volume
dollar_volume = AverageDollarVolume(window_length=30)
high_dollar_volume2 = dollar_volume.top(100)
#Step 3. Create screen so that we can only have those top 100
top_100 = high_dollar_volume2
#step 4. Compute the returns over this period
returns = RateOfChangePercentage(inputs=[USEquityPricing.close], window_length=2, mask=high_dollar_volume2)
#Test and see what we get with built in Returns factor
returns_built_in = DailyReturns(inputs=[USEquityPricing.close], window_length=2, mask=high_dollar_volume2)
return Pipeline(columns={
'Stock': high_dollar_volume2,
'Daily Returns': returns,
'returns_built_in': returns_built_in,
},
screen=top_100)
start = '2016-12-01'
end = '2016-12-31'
result_mean_reversion = run_pipeline(make_pipeline(), start, end)
result_mean_reversion
| Daily Returns | Stock | returns_built_in | ||
|---|---|---|---|---|
| 2016-12-01 00:00:00+00:00 | Equity(24 [AAPL]) | -0.008434 | True | -0.008434 |
| Equity(357 [TWX]) | -0.010439 | True | -0.010439 | |
| Equity(368 [AMGN]) | -0.013151 | True | -0.013151 | |
| Equity(698 [BA]) | -0.006792 | True | -0.006792 | |
| Equity(700 [BAC]) | 0.045241 | True | 0.045241 | |
| Equity(980 [BMY]) | 0.001064 | True | 0.001064 | |
| Equity(1267 [CAT]) | 0.017014 | True | 0.017014 | |
| Equity(1335 [C]) | 0.015847 | True | 0.015847 | |
| Equity(1406 [CELG]) | -0.029641 | True | -0.029641 | |
| Equity(1637 [CMCS_A]) | -0.008839 | True | -0.008839 | |
| Equity(1900 [CSCO]) | 0.000000 | True | 0.000000 | |
| Equity(2174 [DIA]) | 0.000732 | True | 0.000732 | |
| Equity(2190 [DIS]) | -0.005017 | True | -0.005017 | |
| Equity(3149 [GE]) | -0.008693 | True | -0.008693 | |
| Equity(3212 [GILD]) | -0.015759 | True | -0.015759 | |
| Equity(3496 [HD]) | -0.001080 | True | -0.001080 | |
| Equity(3766 [IBM]) | -0.007581 | True | -0.007581 | |
| Equity(3951 [INTC]) | -0.016856 | True | -0.016856 | |
| Equity(4151 [JNJ]) | -0.009919 | True | -0.009919 | |
| Equity(4283 [KO]) | -0.019193 | True | -0.019193 | |
| Equity(4521 [LOW]) | -0.002403 | True | -0.002403 | |
| Equity(4707 [MCD]) | -0.011269 | True | -0.011269 | |
| Equity(4758 [MDT]) | -0.005857 | True | -0.005857 | |
| Equity(4799 [CVS]) | 0.013442 | True | 0.013442 | |
| Equity(5029 [MRK]) | -0.015595 | True | -0.015595 | |
| Equity(5061 [MSFT]) | -0.013748 | True | -0.013748 | |
| Equity(5121 [MU]) | 0.005664 | True | 0.005664 | |
| Equity(5923 [PFE]) | 0.007172 | True | 0.007172 | |
| Equity(5938 [PG]) | -0.005187 | True | -0.005187 | |
| Equity(6295 [QCOM]) | 0.020521 | True | 0.020521 | |
| ... | ... | ... | ... | ... |
| 2017-01-03 00:00:00+00:00 | Equity(23921 [TLT]) | 0.001513 | True | 0.001513 |
| Equity(24705 [EEM]) | -0.006809 | True | -0.006809 | |
| Equity(25006 [JPM]) | 0.005239 | True | 0.005239 | |
| Equity(25485 [AGG]) | 0.002133 | True | 0.002133 | |
| Equity(26401 [CRM]) | -0.009689 | True | -0.009689 | |
| Equity(26578 [GOOG_L]) | -0.012718 | True | -0.012718 | |
| Equity(26703 [FXI]) | -0.002585 | True | -0.002585 | |
| Equity(26807 [GLD]) | -0.006347 | True | -0.006347 | |
| Equity(27102 [VWO]) | -0.005281 | True | -0.005281 | |
| Equity(28320 [USO]) | 0.000000 | True | 0.000000 | |
| Equity(32133 [GDX]) | -0.041322 | True | -0.041322 | |
| Equity(32278 [KRE]) | 0.003976 | True | 0.003976 | |
| Equity(32279 [XOP]) | -0.005282 | True | -0.005282 | |
| Equity(33655 [HYG]) | 0.000578 | True | 0.000578 | |
| Equity(35175 [JNK]) | 0.000687 | True | 0.000687 | |
| Equity(35920 [V]) | -0.002170 | True | -0.002170 | |
| Equity(37515 [TNA]) | -0.011220 | True | -0.011220 | |
| Equity(38054 [VXX]) | 0.019584 | True | 0.019584 | |
| Equity(38650 [AVGO]) | -0.017068 | True | -0.017068 | |
| Equity(38926 [GDXJ]) | -0.054426 | True | -0.054426 | |
| Equity(39840 [TSLA]) | -0.004333 | True | -0.004333 | |
| Equity(40107 [VOO]) | -0.003690 | True | -0.003690 | |
| Equity(40430 [GM]) | -0.008535 | True | -0.008535 | |
| Equity(40516 [XIV]) | -0.019030 | True | -0.019030 | |
| Equity(40553 [NUGT]) | -0.125888 | True | -0.125888 | |
| Equity(40554 [DUST]) | 0.123234 | True | 0.123234 | |
| Equity(42950 [FB]) | -0.010400 | True | -0.010400 | |
| Equity(43694 [ABBV]) | -0.001912 | True | -0.001912 | |
| Equity(46631 [GOOG]) | -0.013605 | True | -0.013605 | |
| Equity(47740 [BABA]) | 0.005267 | True | 0.005267 |
2200 rows × 3 columns