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 data
obtained from Finance-Yahoo. Consequently, a comparative analysis was
conducted, establishing connections between emotional trends observed across
bi-weekly intervals and cryptocurrency prices, uncovering significant
correlations between emotional sentiments and coin valuations.

本研究探讨了来自 X 平台数据的情绪趋势与 Cardano、Binance、Fantom、Matic 和 Ripple 这些知名加密货币的市场动态之间的关系，时间跨度为 2022 年 10 月至 2023 年 3 月。利用 SenticNet，我们识别了恐惧和焦虑、愤怒和怒火、悲伤和忧愁、愉悦和舒适、热情和渴望、愉悦和喜悦等情绪。在数据提取之后，我们将每个月划分为两周间隔，并在 Finance-Yahoo 获得的价格数据上复制此过程。因此，进行了比较分析，建立了观察到的两周间隔情绪趋势和加密货币价格之间的联系，揭示了情绪情感与币值之间的显著相关性。