alpha-vantage

To get real-time stock quotes and historical OHLCV data, you can retrieve multi-year time series and latest quotes for equities using consistent request patterns from Alpha Vantage. This supports systematic workflows by providing computation-ready market data for downstream analytics.

Yes, you can pull macroeconomic indicators like GDP, CPI, unemployment rates, and Treasury yields. This retrieves raw economic data directly into your analysis workflows for broader market context.

Yes, you need an Alpha Vantage API key configured via the ALPHAVANTAGE_API_KEY environment variable. This authenticates your requests to compute and retrieve technical indicators like SMA, EMA, MACD, RSI, and BBANDS.

The best way to extract company fundamentals is by requesting company overview, income statement, balance sheet, and cash flow endpoints. You can also fetch dividends, splits, and earnings calendars for comprehensive financial research.

Yes, this supports fetching price data for forex (FX) and crypto markets. You can pull latest quotes and multi-year time series for these asset classes using the same consistent request patterns as equities.

You query specific endpoints by using the query function=FUNCTION_NAME request pattern with the required parameters. This allows you to retrieve computation-ready technical indicator time series for your analysis workflows.