Cities began to develop around large factories as workers left their farms to work in the factory is this true

This is true.

The process described in the statement is known as urbanization. Urbanization discusses how individuals moved from the countryside to the cities for economic opportunities. These economic opportunities were made possible by the inventions developed during the Industrial Revolution. Inventions like interchangeable parts allowed for companies to mass produce goods for the American public.