A Content-Based Study and Tweet Analysis of the Russia-Ukraine Conflict

Twitter analysis has emerged as a fascinating field of inquiry, and the recent Russia-Ukraine conflict has garnered significant international interest. Twitter users, particularly those from Ukraine, have turned to the platform to share their experiences, seek support, and more. Existing research has predominantly concentrated on sentiment analysis, but there is a rising enthusiasm for exploring social media analysis in greater depth. Thus, this research aims to present a holistic perspective on the situation by employing advanced methodologies such as text cleaning, preprocessing, and visualization. The research findings encompass a comprehensive analysis of the text, including aspects such as word distribution, word length distribution, counting stopwords, analyzing hashtags, examining mentioned users, and visualizing text word clouds. These various techniques were employed to thoroughly investigate and gain insights from the text under study.