An almanac is an annual publication containing a calendar for the coming year, the times of such events and phenomena as anniversaries, sunrises and sunsets, phases of the moon, tides, etc., and other statistical information and related topics.
A yearbook is a book that is published by the graduating class of a high school or college, containing photographs of class members and commemorating school activities. It can also be a book that is published annually, containing information, statistics, etc., about the past year.