DeutscheBank Financial Performance

This dataset presents the financial performance of Deutsche Bank, including key metrics like operating income, net income, and balance sheet indicators. It spans 800 records over time, making it suitable for financial analysis, modeling, and machine learning projects. The dataset can be used for tasks like performance evaluation, ratio analysis, and forecasting.

Date: The date corresponding to each financial record (from January 2015 onwards).

Operating_Income: The income generated from the bank's core business operations.

Expenses: Total costs incurred during operations.

Net_Income: Profit after subtracting expenses from operating income.

Assets: Total assets owned by the bank (e.g., cash, investments).

Liabilities: The total debts and obligations owed.

Equity: Shareholders' equity, representing the net value of assets minus liabilities.

Debt_to_Equity: A financial ratio showing the proportion of debt compared to equity.

ROA (Return on Assets): A profitability metric calculated as net income divided by total assets.

Revenue: Total income from all operations and activities.

Cash_Flow: The net cash generated or used in operations.

Profit_Margin: A ratio showing the percentage of revenue that remains as profit.

Interest_Expense: Costs associated with the bank's borrowings or debts.

Tax_Expense: The amount paid as taxes on profits.

Dividend_Payout: The portion of earnings distributed to shareholders as dividends.