Introduction The Caerphilly by-election, held on 5th October 2023, stands as a pivotal moment in British politics. Following the resignation of the former Labour MP, this by-election has attracted significant national attention, not only due to its potential to reshape local representation but also its implications for the broader political landscape in Wales and the