verified-data

To fetch real-time market data, you can query multiple stock tickers directly using the yfinance library. This Skill supports batch queries for US, HK, and A-share markets, returning structured results with current prices, market cap, currency units, and timestamps.

Yes, yfinance supports fetching real-time stock prices for A-shares and Hong Kong stocks. You can query A-shares using the .SS and .SZ suffixes, alongside standard US and HK ticker symbols, to retrieve current market values and prices directly from the data source.

The best way to get reliable market cap data without web scraping delays is to fetch it directly from the underlying data source using yfinance. This approach ensures data authenticity and avoids the latency and deviations common in scraping financial websites.

When real-time market data is unavailable for a specific ticker, the script returns clear error messages instead of failing silently. This allows you to identify missing data immediately during batch queries across US, HK, and A-share markets.

Yes, you can query multiple tickers at once to compare current stock prices and market values. The Skill supports batch queries, returning a structured dataset that includes prices, market cap, currency units, and timestamps for investment analysis and asset valuation.

Yes, you need to install the yfinance library as it is a required dependency for this script. The Skill relies on yfinance to connect directly to the underlying data source and retrieve real-time market data for your specified tickers.