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I ran a quick analysis of US flight search data over the past two years on KAYAK sites, to find out the flight pricing trends on Halloween.
I looked at average selected airfare prices on Halloween vs. the overall average for the past two years. Prices were 5% less on Halloween. That's not a massive difference, but across such a large sample, it's statistically significant. Then I looked at other dates when people might be afraid to fly - Friday the 13th and September 11th. I found an even bigger difference here - average selected airfare prices were 12-14% lower than the average for the past two years.
I think you can save money, if you travel when other people might be afraid to fly.