A team from Tokyo Metro and Chiba Institute of Technology have used data mining techniques to develop an algorithm to identify primary delays which occur frequently and have a big impact on the punctuality of succeeding trains. Hideyuki Yabuki, Keisuke Uchikoshi, and Norio Tomii* explain how the algorithm can be used.