VALENTINOPR1 - Tweet Data Analysis

Summarization

The first tweet explains how the hashtag #BlackWomenAreMagic has grown on social media in the past few years. It was created in response to the paucity of mainstream media representation of Black women. The second tweet states that white women need to recognize the magic of Black women and uplift them instead of attacking them. Finally, the third tweet encourages people to look up the hashtag and support the movement by amplifying their voices.

Topic Modeling

1. Air Quality
2. Climate Change
3. Environmental Conservation
4. Green Energy
5. Sustainability

Emotional Analysis

The tweets express a range of emotions, including joy, excitement, relief, pride, and gratitude. Joy is expressed in the tweets that talk about being happy and thankful, while excitement is expressed in the tweets that talk about the anticipation of a good outcome. Relief is expressed in the tweets that talk about feeling a sense of relief, while pride is expressed in the tweets that talk about being proud of the outcome. Finally, gratitude is expressed in the tweets that thank those who helped make the outcome possible.

Trend Analysis

1. Accessibility to essential services
2. Effects of government policies
3. Economic relief
4. Public health and safety
5. Impact of pandemic on everyday life