Helena_JP - Tweet Data Analysis

Summarization

1. The US Supreme Court has refused to hear a case from the Department of Justice requesting a rejection of a lawsuit from student loan borrowers seeking loan forgiveness. 2. A group of student borrowers had sued the government for the Department of Education’s alleged violation of the Higher Education Act. 3. The Court has declined to review the lawsuit, meaning the borrowers can continue seeking relief for their loan debt.

Topic Modeling

1. Covid-19 - Health impacts, Vaccine Development, Economic Impacts
2. Climate Change - Greenhouse Gas Emissions, Renewable Energy, Adaptation Policies
3. Politics- Government Policies, Social Issues, Elections
4. Economy - Taxation, Unemployment, International Trade
5. Social Media- Platform Usage and Regulations, Digital Rights, Internet Censorship

Emotional Analysis

The tweets express a wide range of emotions, from joy and excitement to sadness and disappointment. There is a sense of anticipation and optimism in some of the tweets, as well as a sense of hope and gratitude in others. Some of the tweets express frustration and anger, while others express a sense of despair and helplessness. Overall, the tweets convey a range of emotions, from optimism to despair.

Trend Analysis

1. Social interaction
2. Creating community
3. Humour
4. Sharing stories
5. Celebrating success