{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/eceb5c29ac9e46d2a0333c558b33a622\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/eceb5c29ac9e46d2a0333c558b33a622-efb1733e9f84c204.gif","duration":908.557,"title":"Realtime News Stream","description":"In this video, I walk you through creating a WebSocket to stream news data from Alpaca and integrate it with an API for sentiment analysis. I emphasize the importance of following the reading guide to obtain your API key and setting up your environment correctly. I also demonstrate how to run the Python script to get real-time updates on news headlines and their sentiment scores. Please ensure your API service is running and let me know if you encounter any issues!"}