Reading a CSV into Python Pandas, and parse_dates doesn’t recognize the format? Pass the date_format keyword arg:
df = pd.read_csv(filename, parse_dates=['x', 'y'], date_format='%Y-%m-%d %H:%M:%S')
All strftime codes work!