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I've created PR 181 from a new branch crash_import to resolve this, which actually covers a few separate issues. Of relevance to this specific issue though, the initialize_city script now provides additional options for specifying different time formats. If you specify time (indicating it exists separately from the crash date) you also need to specify time_format as one of "military", "seconds" (since midnight) or "default", and the date parser acts accordingly.
I've updated the configs for our 3 test cities, as well as added a Pittsburgh config, which is presently the only city using the "military" time option.
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