Automating Session Detection in Live Stock Feeds

Without distinguishing trading sessions in real-time WebSocket streams, technical indicators become unreliable and market signals lose fidelity. Accurately identifying market sessions—pre-market, regular, and after-hours—is critical for signal quality and trader accuracy. Classifying sessions at data ingestion keeps downstream analysis clean and prevents noise from distorting your trading algorithms.