ProjectSubsc - Tweet Data Analysis

Summarization

Tweet 1: Apple Music has been launched in more than 100 countries and is offering a free 6-month trial. Users will be given access to Apple’s entire catalog of music, and can listen to music on their phones, computers, and home speakers. Tweet 2: Apple Music comes with the Beats 1 radio station that has a live global broadcast, music streaming for Apple Music subscribers, and exclusive interviews with some of the biggest artists in the world. Summary: Apple Music is now available in more than 100 countries, and is offering a free 6-month trial. Users have access to Apple's entire catalog and have the ability to listen to music on their phones, computers, and home speakers. Apple Music comes with Beats 1, a live global broadcast station with music streaming, as well as exclusive interviews with top artists.

Topic Modeling

1. Health risks associated with COVID-19
2. Impact of social distancing and other safety precautions
3. Government response to the pandemic
4. Economic impact of the pandemic
5. Reopening of society following the pandemic

Emotional Analysis

The tweets in this analysis express a range of emotions, from joy and excitement to sadness and frustration. The most prevalent emotion expressed is joy, which is seen in tweets that talk about the positive aspects of life, such as spending time with friends and family or appreciating nature. Excitement is also present in tweets that talk about upcoming events, such as holidays and vacations. Sadness is expressed in tweets that talk about loneliness, heartbreak, and loss. Frustration is expressed in tweets that talk about difficult situations, such as feeling overwhelmed or being stuck in a rut. Overall, the tweets in this analysis reflect a range of emotions that many people can relate to.

Trend Analysis

1. Healthcare accessibility
2. Vaccines
3. Social justice reform
4. Climate change
5. Economy