That site's information doesn't track with my direct experience of the area. I'm also suspicious that the entire purpose of the site is to advertise home security systems since it's a prominent entry in the site map. Also, they mention their maps are AI-generated from other data sources; this is strange and unusual for statistical views and doesn't increase my confidence either.
https://crimegrade.org/crime-by-zip-code/