BrianCalvert - Tweet Data Analysis

Summarization

Churches in the US are seeing an increase in attendance, reflecting a renewed interest in religious services; however, this rise is minor compared to the increased interest in virtual religious services, which have been increasingly adopted in response to the COVID-19 pandemic. Additionally, the pandemic has caused a shift in focus away from' in person' services, with a greater emphasis being placed on digital options.

Topic Modeling

1. Covid-19 vaccine
2. Social media
3. Global health
4. Public funding
5. Data protection

Emotional Analysis

The tweets in this collection express a range of emotions, including joy, excitement, pride, and anticipation. The majority of tweets are positive, with some expressing joy and excitement about the upcoming event, while others are proud of the hard work that went into the event. There is also a sense of anticipation for the event, as well as a sense of community and solidarity. Overall, the tweets express a range of positive emotions that are likely to be shared by those attending the event.

Trend Analysis

1. Social Distancing
2. Stay Positive
3. COVID Vaccinations
4. Effect on Mental Health
5. Support for Essential Workers