BiogenJapan - Tweet Data Analysis

Summarization

These tweets discuss the 2020 presidential election, with a focus on the importance of voter turnout and involvement in order to help ensure a productive outcome. They emphasize the impact of the youth vote, encouraging people of all ages to get educated on the issues, register to vote, and speak up about their concerns. They also draw attention to the value of voting early and voting in person, as well as the risks associated with mail-in ballots.

Topic Modeling

1. Health Concerns
2. Economic Impact
3. Changes in Society
4. Uncertainty and Worry
5. Politics and Government Action

Emotional Analysis

The tweets express a range of emotions, including frustration, disappointment, anger, and sadness. The frustration is directed towards the lack of action taken by the government to address the issue, while the disappointment is rooted in the realization that the problem is still not being addressed. Anger is expressed in the tweets as people feel let down by the government and their failure to act. Finally, sadness is expressed in the tweets as people feel helpless and powerless in the face of the issue.

Trend Analysis

1. Covid-19
2. United States Presidential Election
3. Climate Change
4. Racism
5. Social Injustice