This online appendix was generated as a part of my PhD thesis work carried out at the Department of Chemical Engineering and Biotechnology, University of Cambridge in collaboration with our industrial partner AstraZeneca, using data from their databases. This appendix should be read in conjunction with the dissertation titled 'Data-driven Dynamic Control Scheme for Antibody Producing CHO Cell Cultures in Fed-batch'.