Replacing dateutil.parser with custom function

Previously dateutil.parser was a bottleneck in our data processing.  The
time in the input spreadsheet is in a single format with no timezone
changes so we can process the time faster manually.

The input reading runtime went from ~150 sec to ~10 sec with this change.