import csv import pathlib import time folder = str(pathlib.Path(__file__).parent.resolve()) def sum_time_by_name(csv_file_path): time_sums = {} with open(folder+csv_file_path, mode='r', encoding='utf-8') as csv_file: csv_reader = csv.reader(csv_file) next(csv_reader) for row in csv_reader: name = row[0].lower() time_seconds = float(row[3]) if name not in time_sums.keys(): time_sums[name] = time_seconds else: time_sums[name] += time_seconds return time_sums result_A = sum_time_by_name("/Dev_A.csv") result_B = sum_time_by_name("/Dev_B.csv") with open(folder+"/Table4.csv", mode='w', newline='', encoding='utf-8') as out_file: csv_writer = csv.writer(out_file) for k in result_A.keys(): csv_writer.writerow(["Dev A", k, round(result_A[k]/3600.0, 2)]) for k in result_B.keys(): csv_writer.writerow(["Dev B", k, round(result_B[k]/3600.0, 2)])