It provides a numerical case and experimental data for car pickup and delivery in railway yards. The case data consist of 9 parts, which describe customer location, path, the travel time of each path, task type and proportion, the relationship between products and customers, product weights, earliest service time, cargo operation time and latest end time. The resulting data include three main parts: the correspondence between products and nodes, the statistical summary of the experimental results, and the visited node scheme. The scheme includes one basic scheme and four extended results. The extended results are used to reveal the relationships among nodes, the locations and operation modes, the arrival and departure times of locomotives, the load on each path, and the statistical summary of various modes.