ImRameshwor - Tweet Data Analysis

Summarization

Twitter users discussed the effects of increased defunding of police departments, suggesting that reallocating money towards mental health, addiction services, medical care and social programs to reduce crime may be beneficial. They also suggested that police need to be better held accountable and should be required to undergo more training.

Topic Modeling

1. Politics: policy decisions, upcoming elections, political commentary
2. Economy: economic indicators, financial trends, unemployment
3. Culture: cultural events, food, music
4. Environment: sustainability, climate change, natural disasters
5. Health: health news, medical concerns, viruses

Emotional Analysis

The tweets express a range of emotions, from excitement and joy to sadness and frustration. There is a strong sense of anticipation, as well as a feeling of hope and optimism. There is also a sense of anger and disappointment, as well as a feeling of despair and hopelessness. Overall, the tweets express a range of complex emotions, from joy and excitement to sadness and frustration.

Trend Analysis

1. Covid-19
2. Social distancing
3. Cases and deaths
4. Vaccines and treatments
5. Impact of the pandemic