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stock-liquidity

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Analyze how liquid a stock is using Yahoo Finance data (yfinance): bid-ask spreads, volume and dollar volume (ADTV), top-of-book and options depth, square-root market impact and slippage estimates, turnover ratio, and Amihud illiquidity, rolled into a liquidity grade. Use this skill whenever the user asks about liquidity or trading costs — how easily a position can be entered or exited, what a large order would do to the price, spread or execution-cost estimates, order book depth, volume patterns, or liquidity comparisons — especially for small caps, penny stocks, and thinly traded names.

When to use

• General liquidity check
• Bid-ask spread analysis
• Volume and ADTV analysis
• Order book depth
• Market impact and slippage estimates
• Turnover ratio calculation
• Liquidity comparisons across multiple stocks
• Small caps and penny stocks analysis

When not to use

• Financial advice

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