They will hit very aggressively right up to spawn and then again a couple weeks after.
They don't all spawn at the same time so that doesn't mean some can't be caught.
It may be a larger percentage of males during the spawn.
https://www.youtube.com/watch?v=yiGX3fa-Wo4