I pulled this chart up from 2003 (I’ll see if I can get it updated)
The periods around certain holidays have some historical seasonality worth paying attention to: In particular, Thanksgiving, Christmas and New Years seem to have a very positive correlation.
The Day Before/After Holidays (2/8/71 to 11/21/03)
Source: VTO Report
What are the units on the chart? Percentage gainers?