MSC_Japan - Tweet Data Analysis

Summarization

The tweets discuss the major differences between traditional schools and online schools, emphasizing how online schools offer more flexibility with fewer distractions and allow students to learn at their own pace. Additionally, online students are given opportunities to gain experience in different areas, while traditional schools offer more in-person activities and access to social events.

Topic Modeling

1. Climate change
2. Environmental conservation
3. Renewable energy sources
4. Agricultural practices
5. Public health/well-being

Emotional Analysis

The tweets in this sample express a wide range of emotions, from happiness and excitement to fear and frustration. There is an overall sense of joy in the tweets, as many of them express enthusiasm for a new opportunity or feeling grateful for something that happened. There is also a sense of fear and uncertainty in some of the tweets, as people express worries about the future and the uncertainty of their circumstances. Finally, there is a sense of frustration and disappointment in some of the tweets, as people express dissatisfaction with the current state of affairs.

Trend Analysis

1. COVID-19
2. Politics
3. Current Events
4. Social Justice
5. Environmental Issues