TerryNamkung - Tweet Data Analysis

Summarization

1. Trump recently signed a bipartisan bill extending the Wounded Warrior Tax to permanently cover veterans' disability severance payments. 2. The bill was sponsored by U.S. Senators Lindsey Graham (R-SC) and Johnny Isakson (R-GA). 3. The WWPTCA will offset the tax burden for veterans and their families by providing a full tax exclusion for disability severance payments made since January 17, 1991. 4. The bill was warmly welcomed by veterans and their families, who are relieved they no longer have to worry over taxes on their disability payments.

Topic Modeling

1. Sports
2. Politics
3. Health
4. Entertainment
5. Economy

Emotional Analysis

The tweets express a range of emotions, from happiness and excitement to sadness and disappointment. Many of the tweets express joy and excitement at the prospect of the new year, while others express sadness at the passing of the old year. There is also a sense of hope and optimism for the future, as well as a feeling of gratitude for the year that has passed. Additionally, some of the tweets express concern about the current state of the world and the need for change. Overall, the tweets express a range of emotions, from joy and optimism to sadness and worry.

Trend Analysis

1. Twitter user engagement
2. Hashtag usage
3. Emoji use
4. Content creation trends
5. Social media trends