s = """year, city, value
2012, "Louisville KY", 3.5
2011, "Lexington, KY", 4.0"""
pd.read_csv(StringIO(s), quotechar='"', skipinitialspace=True)
Using numpy.genfromtxt to read a csv file with strings containing commas