Rat visual perceptual decision making: A 100-day longitudinal behavioral time series

This archive contains example behavioral data from one rat performing a 2-alternative forced-choice visual motion discrimination task over a 100-day period. It is provided for the purpose of developing and demonstrating statistical methodology for modeling non-stationary behavioral time series. The dataset contains n =42,754 sequential behavioral trials, and reports five trial-level variables: the date and time of voluntary trial initiation, the direction of visual motion, the reaction time (elapsed time between trial initiation and response), the trial outcome (correct or error), and the reward magnitude.