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Dataset Information
This dataset includes quarterly income statement reports for various US stocks.
Instruments Included
- 7000+ US Stocks
Dataset Columns
symbol: The stock ticker or financial instrument identifier associated with the data.date: The end date of the fiscal period for which the financial data is reported.reported_currency: The currency in which the financial data is reported, typically reflecting the company's primary operating currency.gross_profit: The company's gross profit, calculated as total revenue minus the cost of goods sold.total_revenue: The total amount of money generated by the company from its operations during the fiscal period.cost_of_revenue: The total cost incurred by the company to generate the revenue, including costs directly related to the production of goods or services.cost_of_goods_and_services_sold: The cost associated with the production of goods and services sold by the company.operating_income: The profit generated from the company's core business operations, excluding deductions of interest and taxes.selling_general_and_administrative: The total expenses related to selling products and services, as well as all general and administrative expenses.research_and_development: The expenses incurred for research and development activities, typically aimed at innovation and product development.operating_expenses: The total expenses incurred by the company during its normal business operations, excluding the cost of goods sold.investment_income_net: The net income generated from the company's investment activities, including dividends, interest, and other investment-related earnings.net_interest_income: The difference between the interest income earned and the interest expense incurred by the company.interest_income: The income earned by the company from its interest-bearing investments.interest_expense: The cost incurred by the company for borrowing funds, typically in the form of interest payments on debt.non_interest_income: The income generated from activities other than interest-related investments, such as fees and commissions.other_non_operating_income: Income from sources not directly related to the company's core business operations, such as gains from asset sales.depreciation: The allocation of the cost of tangible assets over their useful lives, reflecting wear and tear.depreciation_and_amortization: The combined allocation of the cost of tangible and intangible assets over their useful lives.income_before_tax: The total income earned by the company before the deduction of taxes.income_tax_expense: The total amount of tax expense incurred by the company based on its taxable income.interest_and_debt_expense: The total interest and related expenses incurred on the company's outstanding debt.net_income_from_continuing_operations: The company's net income generated from its ongoing, regular business activities, excluding any income from discontinued operations.comprehensive_income_net_of_tax: The total comprehensive income of the company after tax, including net income and other comprehensive income items.ebit: Earnings before interest and taxes, a measure of the company's profitability from operations.ebitda: Earnings before interest, taxes, depreciation, and amortization, a measure of the company's operating performance.net_income: The total profit of the company after all expenses, including taxes and interest, have been deducted.
Data Splits
The data is split into a training set.
Dataset Maintenance
The dataset is updated on a monthly basis by Papers With Backtest.
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