This dataset contains the experimental measurements, calibration records, and simulation outputs supporting the manuscript submitted to Physical Review E. The work investigates stochastic charge transfer during repeated binary collisions of acoustically levitated particles, using a combination of picoammeter traces, high-speed imaging, and circuit simulations. All experiments were conducted at the University of Bristol.