... and forgiveness in X (formerly known as Twitter) posts and the overall sentiment of user posts. The findings suggest correlations between expressing these emotions and the overall tone of social media content. The findings of this study can inform future research on how expressing gratitude and forgiveness can...

..., adverbs, adjectives, pronouns, conjunction and their sub-categories. Russia Ukraine Russia-Ukraine war Sentiment analysis Twitter War X Twitter sentiment analysis X sentiment analysis Nowadays, issues with this impact are discussed globally and have become the global talk...