1.3 Social media activity
Information warfare and campaigns have persisted throughout
the conflict.With this motivation, following the critical war period from December 31, 2021, to March 03, 2022, in
this research work, the aim is to perform exploratory data analysis on tweets that were posted using visualization techniques and
sentiment analysis.Russian disinformation operations are conducted both locally and internationally; nevertheless, Ukrainians
have launched a social media war against Russia by utilising social
media platforms to promote the Ukrainian cause and draw worldwide attention and support [4].Section 2
presents the dataset details, followed by the conducted exploratory
data analysis and its corresponding findings are presented in Sections 3 and 4.