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Building a Real-Time Social Listening & Brand Sentiment Engine with Python, Gemini 1.5, and DuckDB

This story is from 2026-10-04. It is preserved in the archive; the latest stories are on the live feed.

Enterprise social listening platforms like Brandwatch or Sprout charge upwards of $800 to $2,000/month per seat. Under the hood, many still rely on brittle dictionary lookup tables (VADER-style positive/negative lexical scoring) or generic regex filters. When a developer tweets "Oh fantastic, anoth…

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  1. 2026-10-04 16:57 · DEV Community — AI
    Building a Real-Time Social Listening & Brand Sentiment Engine with Python, Gemini 1.5, and DuckDB

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