The online booking site  Booking.com has created a pricing calendar for 2018 so budget-conscious travelers can pinpoint the best North American destinations for their holidays.

To calculate the savings, the company looked at the average per night price of 3, 4 and 5-star accommodations in the most popular cities between October 2016 and October 2017. They then determined the price fluctuations to find the best times to stay and where.

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