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Analyzing Emotional Trends from X platform using SenticNet: A Comparative Analysis with Cryptocurrency Price
May 7, 2024, 4:44 a.m. | Moein Shahiki Tash, Zahra Ahani, Olga Kolesnikova, Grigori Sidorov
cs.LG updates on arXiv.org arxiv.org
Abstract: This study delves into the relationship between emotional trends from X platform data and the market dynamics of well-known cryptocurrencies Cardano, Binance, Fantom, Matic, and Ripple over the period from October 2022 to March 2023. Leveraging SenticNet, we identified emotions like Fear and Anxiety, Rage and Anger, Grief and Sadness, Delight and Pleasantness, Enthusiasm and Eagerness, and Delight and Joy. Following data extraction, we segmented each month into bi-weekly intervals, replicating this process for price …
abstract analysis arxiv binance comparative analysis cryptocurrencies cryptocurrency cs.cl cs.lg data dynamics emotions market matic platform price relationship ripple study trends type
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