AKMosaed - Tweet Data Analysis

Summarization

These tweets offer congratulations, good wishes, and prayers of blessing to people working in a certain field. They also talk about apologising for suspending services due to lack of payment and ask for help to get through a difficult situation. Lastly, they send prayers for the success and well-being of someone.

Topic Modeling

1. Praise and recognition of effort
2. Asking for help
3. Requesting services
4. Expressing sympathy and condolences
5. Sharing advice and motivations

Emotional Analysis

The emotions expressed in these tweets are predominantly positive, with many of them expressing congratulations, gratitude, and well wishes. Several of the tweets express religious sentiment, asking for blessings and prayers from Allah, and offering their own prayers for those in need. There is also a sense of support and solidarity, with many of the tweets addressing multiple people and offering encouragement and congratulations for their work. Finally, there is a sense of frustration and helplessness in some of the tweets, as people are asking for help in difficult situations and expressing their sadness and disappointment.

Trend Analysis

1. Faith & Prayer: Appreciation of efforts, blessings of God, asking God to respond to wrongdoings, etc.
2. Support and Congratulation: Congratulating for a job well done and expressing support for people.
3. Memorializing & Grief: Expressing grief for people who have passed away, or have lost family or freedom.
4. Apology & Responsibility: Apologies for the interruption of services due to outstanding payments.
5. Fear & Encouragement: Expressions of fear, and asking for courage.