In this paper, we compute the Fourier expansion of the Shintani lift of nearly holomorphic modular forms. As an application, we deduce modularity properties of generating series of cycle integrals of nearly holomorphic modular forms. This is a ``preproof'' accepted article for Canadian Journal of Mathematics This version may be subject to change during the production process.