SONA2023 - Tweet Data Analysis

Summarization

People are expressing their disbelief and disappointment with South African President Cyril Ramaphosa and his leadership of the ANC-led government. The EFF are being criticized for their disruptive behavior and lack of concern for the well-being of the country. Nonetheless, some South Africans still stand by EFF and their leader, Julius Malema. Everyone is unimpressed with the pomp and circumstance of SONA2023, calling it out of touch with the struggles facing the country today.

Topic Modeling

1. State of the Nation address 2023 (#SONA2023): This topic covers the events of State of the Nation Address 2023 and reactions to the same
2. South African politics and government: This topic encompasses political parties, government initiatives, and public opinion of the ANC-led government
3. Load shedding: This topic discusses South Africa's electricity crisis and its effects on the nation
4. Political disruption: This topic looks at how the EFF has disrupted the parliamentary process
5. Leadership of Cyril Ramaphosa: This topic examines the leadership of South African President Cyril Ramaphosa and the successes he has had as an elected president.

Emotional Analysis

The emotions expressed in these tweets range from anger, disappointment, frustration, and disgust to admiration, excitement, and hope. Many of the tweets express frustration with the EFF and the ANC-led government, while others show admiration for the DA's work and hope for the future under President Ramaphosa. The overall sentiment is one of disappointment and anger, with a glimmer of hope for a better future.

Trend Analysis

1. EFF's impact and influence on South African politics: retweeting if people changed the channel when EFF left Parliament; EFF's parliamentary caucus marching to SONA2023; Floyd Shivambu leaving parliament to watch Muvhango during SONA2023; EFF being described as a "hooligan" and "criminal mafia"; EFF being accused of destroying and subverting democratic processes.
2. Ineffectiveness of the ANC government: no credible alternative to the ANC; government being a massive disappointment; ANC-led government being predation of society which led to current issues; South Africans being reminded not to fall for Ramaphosa's gimmicks.
3. National disaster declaration and appointment of Minister of Electricity: people shocked by the appointment; lack of effectiveness of having a Minister of Electricity.
4. People's opinion of the current South African President, Cyril Ramaphosa: calling him one of the best Presidents South Africa has ever had; people being asked to name one good thing Ramaphosa has done since elected as President.
5. Politics as a whole: people being asked to hit like or retweet if they agree with something; people being asked to switch off their TV after the EFF left; Feeling disgusted by behaviour of parties in Parliament; people mentioning the importance of proper politics during this time of crisis.