import re data = [ '= hello =', 'i am next line with ', ] pttn = re.compile(r'=.*=') samples = filter(lambda sample: not pttn.match(sample), data) pttn = re.compile(r'') samples = map(lambda sample: pttn.sub('[unk]', sample), samples) print(list(samples))