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Sentiment Analysis on StockTwits 528k (bal.)

Sentiment Analysis on StockTwits 528k (bal.)

88F1 ScoreFinMoji (Tr, Reg)

Updated 5mo ago

Evaluation results

Method	Links
FinMoji (Tr, Reg)2026.05		88

State-of-the-art paper

FinMoji (Tr, Reg)

FinMoji: A Framework for Emoji-driven Sentiment Analysis in Financial Social Media

Dataset

StockTwits

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Related benchmarks

Sentiment Analysis on Financial Sentiment Text only Sentiment Analysis on Financial Sentiment Emojis only Sentiment Analysis on Financial Sentiment Text + Emojis Sentiment Analysis on StockTwits 250k (bal.)Sentiment Analysis on StockTwits 566k (unbal.) 434k (bal.)

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