This dataset supplements the article "A robust active power control algorithm to maximize wind farm power tracking margins in waked conditions", which has been submitted to the Wind Energy Science Journal. Each figure in the article can be reproduced using the Python scripts provided. The data is split into two main sets, representing the layouts with 75% and 50% rotor overlap, labeled "3deg" and "7deg", respectively. Moreover, the C++ code for the 4 APC algorithms is included in the zipped folder C++_APC.zip . The APC algorithms are written in the file APC.c, where each algorithm has a main method and an initialization method, which are labeled according to the publication. In the INPUT folder, some useful files are included, which are needed to run the C++ methods.