No, when one measures “men” vs “women” - NOT races, etc - they tend to even out. That women overall, might be 54/48 for Dems IS statistically insignificant, especially when one considers the blacks lock-step for Dems. W/o the blacks, it would be much more 50/50.
So 51 women vote Dem for every 49 Repub overall. That’s not overwhelming evidence that women are commie coddlers. You’ll find it’s more important WHERE they are.
Trump won white men by 30% and white women by 2%. That’s within the same race.