This is a common problem, especially for "crime" datasets and very emblematic of the kind of data capturing processes for each reported "crime" (really, they're some of the worst datasets because of the extent of imperfect information and incentives to capture some "crimes" some vs others). Send it through a geocoder like geocodio to resolve most of that problem. It won't be perfect.