pennsylvania were part of her core 270 as we saw. if she would have held them, she would have won the election. more of those diverse white coll collar sunbelt states, colorado, new mexico, nevada. she was able to hold those. i do think there was a misallocation of resources. wisconsin and michigan, they were absent in october when trump was eating away at their advantage. as you point out, that was not the sole answer. we saw a widening of all the geographic and demo graph ek devilds we have. with clinton depending on primarily white collar voters. trump's dominating among blue collar whites and voters who lived outside major cities. and that portion of america united behind trump just a little more than clinton's did behind her. one very revealing number, voters who approved of president obama, just about 80% of them, over 80% of them, voted for clinton. there was a slight waiver in the clinton -- in the obama