His flagship publication was Top Pop Singles, which covers the history of Billboards popular singles charts, primarily the Billboard Hot 100. The most recent edition, Top Pop Singles 1955–2018, was released in June 2019. Whitburn was also the author of the series Top 40 Hits, published by Billboard Books. The ninth edition, covering the years 1955 to 2009, was published in 2012.
