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Why use sentiment data for equity research?

Sentiment data measures what investors are saying about a stock, and how much, before it shows up in prices or fundamentals. Facts on Stockpulse coverage, sources, history and delivery.

Sentiment data API for quant research

The Stockpulse API delivers buzz, sentiment, messages, topics and key events for about 80,000 equities plus crypto, FX and commodities, with 15+ years of point-in-time history via REST, WebSocket, MCP and bulk files.

How do I backtest a sentiment signal?

To backtest a sentiment signal, turn point-in-time sentiment history into dated entry and exit signals, then simulate trades with realistic prices, position sizes and costs. Steps, pitfalls and tools.

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