TikTok - Tweet Data Analysis

Summarization

Issues have arisen from the usage of TikTok. Users have taken inspiration from videos made on the app to engage in activities such as stealing. People have also been making fun of mental issues and exploiting children, which has led to calls for the app to be banned in certain countries. Additional issues involving the app include its alleged use by the CCP to acquire private data, negative impacts on children’s personal development and mental health, and the use of TikTok to glamorize negative and criminal activities. Positive uses of the app are also showcased, such as expressions of support and admiration for those serving in the military, with updates on international military affairs, and of admiration for those who earned awards.

Topic Modeling

1. TikTok Usage and Trends
2. Social Media Impact on Personal Development
3. Criminal Behavior on Social Media
4. Political Impacts of TikTok
5. Celebrity Achievements and Recognition

Emotional Analysis

The emotions expressed in these tweets range from excitement, amusement, and joy to despair, anger, and frustration. The first tweet expresses a sense of joy and excitement, while the second tweet conveys a sense of amusement and irony. The third tweet expresses frustration and anger at the negative effects of TikTok in Turkey, while the fourth tweet expresses disbelief and anger at the lack of moral values among some users. The fifth tweet expresses a sense of acceptance and resignation, while the sixth tweet expresses fear and concern over the potential misuse of data collected by TikTok. The seventh tweet expresses nostalgia and fondness, while the eighth tweet expresses joy and excitement. The ninth tweet expresses sadness and anger at the injustice suffered by a 14-year-old girl, while the tenth tweet expresses determination and hope. The eleventh tweet expresses admiration and appreciation for the variety of cats, while the twelfth tweet expresses amusement and irony. The thirteenth tweet expresses anger and frustration at the unethical use of videos on TikTok, while the fourteenth tweet expresses admiration and appreciation for the perfect edits. The fifteenth tweet expresses admiration and appreciation for the courage of two nurses in protecting newborn babies during an earthquake, while the sixteenth tweet expresses admiration and appreciation for Harry's four BRITs awards. The seventeenth tweet expresses admiration and appreciation for the Ukrainian army, while the eighteenth tweet expresses amusement and irony.

Trend Analysis

1. TikTok
2. Zoomers
3. Negative impact on personal development
4. Deprem (earthquake)
5. Manevi yagma (spiritual theft)