The purpose of this dataset is to provide some example data for users of TrackMateR to use to become familiar with the package. The dataset contains three elements: Code to simulate some images (movies) of particle motions in 2D in Fiji. `particleSimulator.ijm` will generate images and ground truth positions of particles moving in six different modes (see below). An example output is given in `particleSimulatorOutput/` Code to automate the tracking of these images using TrackMate in Fiji. An example output is give in `TrackMateOutput/` These XML files can be used as the input in TrackMateR package. Outputs from TrackMate v 0.3.5 in `TrackMateROutput/` The simulated data is: Simulation A - particles moving in linear direction, variable but constant direction, high speed Simulation B - particles moving in linear direction, variable but constant direction, slow speed Simulation C - random motion high D (diffusion coefficient) Simulation D - random motion low D Simulation E - random motion, 50:50 mix of high and low D particles Simulation F - random motion, subdiffusive These TrackMate XML files can be processed using TrackMateR as described here.