We share the minimal dataset for our study "Recognition for Early Stage Thigmotaxis in Morris Water Maze Test with Convolutional Neural Network" here. This study is currently submitted for PLoS one.any_cropper.txt : Python script for converting bmp images to resized grayscale data.bin_recog.txt : Python script for distinguishing thigmotaxis from other trajectories.six_recog.txt : Python script for classifying 6 specific trajectories.any_recog_data_0309.xlsx : Data used for analysis of mice characteristics.