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Sentiment + Severity

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Every feed item gets a numeric score. Route on signal, not volume.

AllStandard

What it does

Scores each item for sentiment (positive/negative/neutral) and severity (1โ€“5 scale for how consequential the content is). Downstream systems can filter, rank, or trigger alerts based on thresholds rather than keyword matching.

Example output

JSONFeed extension fields attached to each processed item.

{
  "_sentiment": {
    "sentiment": -0.72,
    "severity": 4,
    "top_signals": [
      { "phrase": "forced resignation", "span": [2401, 2421], "weight": 0.35 }
    ]
  }
}

Use cases

  • Financial news: surface only material events
  • Brand monitoring: alert on negative sentiment spikes
  • Compliance: flag high-severity regulatory announcements
  • Triage a high-volume feed without reading every item
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