Memphis, TN vs. Atlanta, GA?

I'm afraid that Memphis has a reputation as a high-crime city. Unemployment is high there which, I'm sure, contributes to the crime problem. You were in the tourist areas which are considerably different from the residential areas. You might want to do some research at www.city-data.com on statistics for both cities.