AppNexus released a guide to holiday ad buying

Some interesting trends here - In 2015 they saw a drop in conversion rates on Black Friday and Cyber Monday (I expected Black Friday but would've thought Cyber Monday should've seen improved numbers). They also mention that the days between Dec 12-21 drive the highest conversion rates due to last minute holiday shoppers, but that there's a sharp drop-off starting on Dec 22nd.