GwenNgwenya - Tweet Data Analysis

Summarization

The main points of discussion are about perceptions of political leaders in South Africa and the illegal immigration debate. Furthermore, it is mentioned that all three major political parties have an interest in encouraging this trend, and that they have created grants to encourage it while still trying to protect South African jobs. The tweets also suggest an encouragement of Gwen Ngwenya to share her views on the matter.

Topic Modeling

1. Perception and inability to speak to hearts and minds
2. Race matters
3. Illegal immigration
4. Grants and cheap labour
5. Political leaders

Emotional Analysis

The emotions expressed in these tweets range from optimism to frustration. The first tweet expresses optimism that South Africans have moved past the skin color of their leaders and points to examples of successful leaders from different backgrounds. The second tweet expresses frustration with the current political situation and the way that illegal immigration is being encouraged by the major political parties. The third tweet is lighthearted, expressing amusement at the situation. The fourth tweet expresses agreement that all parties have different reasons for wanting foreign immigrants. The fifth tweet expresses frustration at the idea of giving South Africans grants to make up for the loss of jobs due to illegal immigration. The sixth tweet expresses curiosity about why a certain person is not included in the list. The seventh tweet expresses a desire to hear more from a certain person and the need for them to share their answers.

Trend Analysis

1. Perception of politicians and the party of their affiliation
2. Encouragement of illegal immigration in South Africa
3. Use of foreign immigrants for different reasons
4. Giving of grants in South Africa
5. Relevance of politicians to popular opinion