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Mahnoor Altaf

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Aug 2026

From financial news to investor emotions: predicting stock movement in Pakistan

This study aims to examine whether investor emotions embedded in financial news can predict next-day (t+1) stock market movements in Pakistan. Specifically, it assesses whether incorporating emotion-based indicators, operationalized using the NRC Emotion Lexicon (v0.92), which maps tokenized words to eight primary...

H. Raza, Mahnoor Altaf · 0 citations

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