df = pd.read_csv('somefile.csv')
...gives an error:
.../site-packages/pandas/io/parsers.py:1130: DtypeWarning: Columns (4,5,7,16) have mixed types. Specify dtype option on import or set low_memory=False.
Why is the dtype option related to low_memory, and why might low_memory=False help?