The Saints 2024 data visualisation project has reached game 12 and it was starting to be clear this would not be a brilliant season for Saints (and that Hull KR were looking good) - https://fulltimesportsfan.wordpress.com/2024/09/08/saints-ahoy-visualisations-from-game-12-and-the-season-to-date/
There's also starting to be a pattern to when Saints concede