These are the data and code to reproduce the simulations and figures from the manuscript "Understanding the Role of Naive Learners in Cultural Change" by Michael Chimento and Lucy Aplin. This is a simulation study where both social transmission and reinforcement learning are combined, along with dynamic networks of agents, to show how variation in replacement rate and magnitude can lead to different cultural evolutionary dynamics.