#MemecoinSentiment Meme coins such as Dogecoin and Shiba Inu have experienced sharp fluctuations in prices, reflecting a rapid change in investor sentiment. These currencies often move based on trends in social media and statements from influencers, rather than on fundamental analysis. During periods of optimism, collective enthusiasm leads to significant gains, while panic or negative rumors result in sudden drops. This type of asset is considered high-risk, but it attracts investors seeking quick profits. Market sentiment analysis plays an important role in predicting their price movements, as it relies on measuring interactions across digital platforms. Despite the risks, meme coins remain an exciting element in the digital market.