Those values are not independent variables, so some of them are superfluous (like snow strongly correlates with min and avg temp). But "good weather" is differ

Those values are not independent variables, so some of them are superfluous (like snow strongly correlates with min and avg temp). But "good weather" is different for a farmer, a surfer, a skier or a city dweller.