loftymatambo - Tweet Data Analysis

Summarization

This set of tweets provide updates on a variety of topics including Gumzo La Saton which discusses love, relationships and marriage, NTV Wikendi and NTV Sasa on the benefits of Kiswahili language, NTV Adhuhuri which focuses on the case of Fred Matiangi and government support in terms of combating Ukame in the country. There are also discussions around the poorly conducted education of men, the recognition of Kiswahili as an official language in the Comoros and the importance of respect and love.

Topic Modeling

1. Relationships -mapenzi, Ustadi wa ndoa, kutongoza
2. Media -Insha ya Gazeti la Taifa Leo, Matiang'i Akimbia Mahakamani
3. Kenyan Politics -Kulingana na mawakili wake, Fred Matiang'i nyumbani kwake
4. Kiswahili Language -Faida za Kiswahili, Usaidizi zaidi kutoka kwa washirika wa kimataifa, Je, unafahamu manufaa ya lugha ya Kiswahili nchini?
5. Wildlife -Shughuli za kuzima moto, Masaa mawili kujuana, Ekari 40 elfu.

Emotional Analysis

The tweets express a range of emotions from excitement and anticipation to anger and frustration. The first two tweets express anticipation for two television shows, #NTVWikendi and #GumzoLaSato. The third tweet expresses frustration at the question of whether love is real. The fourth tweet is proud of a student's achievement in a writing competition. The fifth tweet expresses disbelief at the arrest of a government official. The sixth tweet expresses sadness at the death of two wildlife officers. The seventh tweet expresses hope that traditions can be used to improve relationships. The eighth tweet expresses surprise at the use of a song to ask for permission to marry. The ninth tweet expresses anger at a political statement made by a leader. The tenth and eleventh tweets express excitement for two television shows, #NTVWikendi and #NTVSasa. The twelfth tweet expresses frustration at the lack of international support for the fight against poverty. The thirteenth tweet expresses curiosity about the benefits of Swahili language in Kenya. The fourteenth tweet expresses anger at men's disrespectful behaviour. The fifteenth tweet expresses pride in women's efforts to fight against sexual abuse.

Trend Analysis

1. NTV Shows (#NTVWikendi, #NTVSasa, #NTVAdhuhuri, #GumzoLaSato)
2. Love and Marriage (#GunzoLaSato)
3. Politics (Matiang'i Akimbia Mahakamani, Mhadhara Wa Azimio Kisii, Raila Odinga ampasha hasimu wake Rais Ruto)
4. Land and Wildlife Conservation (Shughuli za kuzima moto, Maafisa wawili wa KWS)
5. Advantages of the Swahili Language (Faida za Kiswahili, SWALI: Je, unafahamu manufaa ya lugha ya Kiswahili nchini? Kiswahili kitukuzwe kutoka Komori)