Discussions

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  How should we handle suspended/removed tweets or deleted accounts in the ingestion pipeline?

  machenxi asked Sep 28, 2025 in Q&A · Unanswered

  

  

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  How to deduplicate or filter false-positive tweets (retweets, replies, quote tweets)?

  machenxi asked Sep 28, 2025 in Q&A · Unanswered

  

  

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  Which data model fits best for storing transient signals vs persistent trade history and why?

  machenxi asked Sep 28, 2025 in Q&A · Unanswered

  

  

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• 1 You must be logged in to vote

  🙏

  How to deduplicate or filter false-positive tweets (retweets, replies, quote tweets)?

  machenxi asked Sep 28, 2025 in Q&A · Unanswered

  

  

  1
• 1 You must be logged in to vote

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  Should we implement a supervised classifier, rule-based filters, or hybrid approach — and what datasets are needed?

  machenxi asked Sep 28, 2025 in Q&A · Unanswered

  

  

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  How to balance precision vs recall when deciding whether a tweet is an actual token-launch signal?

  machenxi asked Sep 28, 2025 in Q&A · Unanswered

  

  

  1