'ibd_data1' and 'ibd_data2' are two small datasets containing data collected from IBD patients, more specifically patients with Crohn's disease. 'ibd_data2' is a modified version of 'ibd_data1' by introducing missing and incorrect entries 'L11' into the column 'disease_location'.