BUT, I stopped on the day that the PHL airport preliminary report said the low of the day was 17 and then later than day the low was raised to 18. The way the market was behaving, insiders knew the low would be retracted because normally the markets clear out a tranche of bets that are no longer possible and that wasn't happening that day.
So I don't do that. The whole game seems to be based on a group of insiders that know when and what temperature reports will say seconds or minutes before the general public and they have the capacity to play with validation on the back-end (I suspect).
I built a few models to predict weather 6+ hours out using blended model forecast data, but that didn't do better than break-even.
I don't know my point. It is the wild west, caveat emptor, you need thick skin and ridiculous attention to detail to beat the game, and even then the deck is probably stacked against you.