import pandas as pd import openpyxl sisa_file = pd.read_excel("sisa file.xlsx", sheet_name="Sheet1") reinoud_file = pd.read_excel("reinoud file.xlsx", sheet_name="Sheet1") sisa_file["Promotor"] = sisa_file["Promotor"].str.rsplit(" ", n=1).str[0] sisa_file["Full Name"] = sisa_file["Achternaam"] + " " + sisa_file["Voornaam"] # Step 3: Check if the Full Name exists in the Naam column of the reinoud file merged = sisa_file.merge(reinoud_file, left_on="Full Name", right_on="Naam", how="inner") # Step 4: Find divergent Promotor values divergent_promotors = merged[merged["Promotor_x"] != merged["Promotor_y"]] # Step 5: Check if Assessor(en) contains Lector 1 and Lector 2 def check_assessors(row): assessors = row["Assessor(en)"] return all(lector in assessors for lector in [row["Lector 1"], row["Lector 2"]]) merged["Assessors Match"] = merged.apply(check_assessors, axis=1) # Save results divergent_promotors.to_excel("divergent_promotors.xlsx", index=False) merged.to_excel("merged_results.xlsx", index=False) print("Processing complete. Results saved.")