Know the facts
Do the research. Don't vote for a familiar name or by ethnicity or race. Vote by qualification, as you would for any employee placement. Likability shouldn't be the reason you vote for anyone.
NOTE: much of the content was NOT written by me. Credit is noted when the originator is known.