LGBTQ - Tweet Data Analysis

Summarization

Bad Bunny, Selena, and Christina Aguilera have recently been recognized for their allyship to the LGBTQ+ community and activism regarding HIV and LGBTQ issues. Students are organizing walkouts in opposition to attacks on LGBT+ student freedoms and rights in Florida, and in Japan, it is difficult to visibilize and protect LGBT+ people from discrimination, abuse, and murder. In Missouri, a 12 year old is too young to learn about and read books about LGBTQ+ people and slavery, but not too young to give birth from a rape or carry a gun. Disney is being punished by the Florida government and taxpayers for supporting LGBTQ people.

Topic Modeling

1. LGBTQ Issues and Rights
2. Profiles of LGBTQ Acknowledged Figures
3. Opposition to Oppressive Legislation and Actions against the LGBTQ Community
4. Activism in Support of LGBTQ Rights
5. Consequences of Erasing LGBTQ History

Emotional Analysis

The tweets express a range of emotions, from anger and frustration to joy and pride. The first tweet expresses anger towards those who deny elections, ban books, bash LGBTQ people, erase history, and normalize lying. The second tweet conveys joy at Bad Bunny being honored with the Vanguard Award at the GLAAD Media Awards for his allyship to the LGBTQ community. The third tweet conveys pride in the GayGooners group and their impact on the LGBTQ+ community. The fourth tweet expresses a sense of pride in being part of the LGBTQ+ community and a desire to make it more visible. The fifth tweet expresses anger and frustration at the state of Missouri considering 12 year olds too young to learn about LGBTQ+ people and people of color, but not too young to be forced to give birth from a pregnancy as a result of rape or carry a gun. The sixth tweet expresses confusion and disbelief at the lack of progress in passing anti-LGBTQ legislation in Japan. The seventh tweet expresses a call to action in response to attacks on academic freedom, DEI, and LGBTQ+ students. The eighth tweet expresses frustration at the idea that conservatives would only solve climate change if the LGBTQ+ community denied it. The ninth tweet expresses outrage at the pointlessness of anti-LGBTQ legislation, calling the GOP lawmakers behind it sadists. The tenth and eleventh tweets express joy at Bad Bunny and Christina Aguilera being honored for their activism surrounding HIV and LGBTQ issues. The twelfth tweet expresses joy at Freen's message of love without limits. The thirteenth tweet expresses anger and disbelief at the banning of the LGBTQ Pride Flag in Huntington Beach, California. The fourteenth tweet expresses a refusal to answer questions about whether pedophilia is included in the LGBTQ+ acronym. The fifteenth tweet expresses exhaustion, but also love and a desire to stand with and support victims. The sixteenth tweet expresses frustration at people trying to "LGBTQ+ themselves" out of conversations about racism and privilege. The seventeenth tweet expresses joy at Freen's message of love without limits. The eighteenth tweet expresses anger and disbelief at the banning of the LGBTQ Pride Flag in Huntington Beach, California. The nineteenth tweet expresses a refusal to answer questions about whether pedophilia is included in the LGBTQ+ acronym. The twentieth tweet expresses a warning about the dangers of unchecked LGBTQ+ ideology and its impact on society. The twenty-first tweet expresses outrage at the Florida government changing the property rules for Disney in a punitive way because of their views on LGBTQ people.

Trend Analysis

1. LGBTQ+ acceptance and visibility
2. Attacks on academic freedom, DEI, and LGBTQ+ students
3. LGBTQ+ rights
4. LGBTQ+ representation in media
5. Opposition to anti-LGBTQ legislation