Most people in prison have not killed another person, or even committed physical violence against another person. Many used to be those kids who grew up without a good safety net or family life, or adults who became homeless or addicted to drugs.
Here are the stats for federal prisoners: https://www.bop.gov/about/statistics/statistics_inmate_offen...