Predicting election results in Kerala does not require artificial intelligence or machine learning. A detailed analysis of numbers and historical voting patterns will reveal that voters in the state follow a distinct algorithm for state and general elections.
In state elections, the electorate predominantly favours the Left to be in power. Conversely, in general elections, they prefer the Indian National Congress-led alliance to govern the country.
Since the formation of the state in 1957, 17 general elections have been held, including the 2024 edition. Out of these, the Congress-led alliance, the United Democratic Front (UDF), has secured seats 13 times more than the Left-led alliance, i.e., the Left Democratic Front (LDF).

