Picking a vice president can be dicey. Although the presidential candidate is the main focus in an election, there’s a chance that a popular or particularly adept veep can help the ticket, just as a particularly unpopular or offensive candidate can hurt it.
The selection is also done with the understanding that the vice president could become president if anything happens to the elected commander-in-chief.
Out of the United States’ 46 presidents, nine came to the position via vice presidential succession. In eight of those cases, it was because the previous president died. Gerald Ford is an outlier because he ascended to the presidency after Richard Nixon resigned, and also because he’s the only president who wasn’t elected via a presidential ticket. (Nixon appointed Ford in 1973 after his elected vice president, Spiro Agnew, resigned.)