The area in what is now Tuusula was located in the larger municipality of Sipoo. In 1643, it became a separate parish in the municipality, and in 1653, it became a separate municipality. Tuusula's boundaries have not always remained the same: in 1924 the municipality of Kerava split from here; in 1950 the municipality of Korso was split between Tuusula, Kerava, and Sipoo; and in 1951 the municipality of Järvenpää split from here.
During the Crimean War (1853–1856), a Russian garrison was stationed in what is now Hyrylä. The modern parish mostly developed around it.
The area had always been a fairly fertile area, thus encouraging farming. The development of other industries began in 1795, when an ironworks was created in Kellokoski that functioned until the 1980s. The establishment of a railroad in Jokela furthered the growth.
Soon after this industrial time another aspect of Tuusulan history was realized. The Tuusulanjärvi lake attracted many artists who wanted to paint the beautiful landscape. Following the footsteps of Aleksis Kivi, the Finnish national poet who spent the last years of his life in a hut on the shores of the lake, Jean Sibelius, Juhani Aho, and Pekka Halonen even established their main residences here. Recently these houses have become tourist sites, especially Sibelius' house Ainola. Also, Tuusula Lake Road on the eastern shore of the lake is an outside museum.
The Jokela rail crash was a rail crash which occurred on April 21, 1996 here.
Jokela High School was the site of the Jokela school shooting, a school shooting which occurred on November 7, 2007, leaving 9 dead (including the 18-year-old perpetrator, Pekka-Eric Auvinen)