How to Detect Artificial Intelligence Sentiment Shifts with the Pulsebit API (Python)

How to Detect Artificial Intelligence Sentiment Shifts with the Pulsebit API (Python) The Problem If you've ever tried scraping sentiment data for AI topics, you know it can be a tedious process. Websites often block scrapers, and the data you collect may not even be reliable. On top of that, tracking sentiment shifts over time is complex. You’re left wondering if the sentiment you’re analyzing is even relevant or timely. The Solution Enter the Pulsebit API. This API provides a single endpoint to pull up-to-date sentiment data for specific topics, like "artificial intelligence." Just yesterday, I noticed something curious when I queried the API: the sentiment score for AI was a flat +0.00 with a momentum of +0.15 . While that might seem unremarkable at first glance, it’s the momentum that caught my eye. A momentum of +0.15 indicates a rising trend in sentiment, despite the static score. This intriguing combination means sentiment is shifting, and it’s worth investigating further. The C