re: Housing affordability excluding your town. I am not certain housing affordability is part of the metric. It appears it is there for information if you look at the study metrics below and the table they published. I hardly think that Palo Alto, Mountain View, Tiburon and Sausalito California are considered affordable, yet they are high on the list. Perhaps the average income for those cities (high) improves the affordability percentage?
To find the safest suburbs, SmartAsset compared data for 360 places that are within 15 to 45 minutes of the 100 largest U.S. cities by car, that have at least 5,000 residents, by the following metrics:
- Violent crime rate. The number of violent crimes per 100,000 residents. Data comes from the FBI’s 2022 Uniform Crime Reporting Database; missing crime data was supplemented by NeighborhoodScout.com
- Property crime rate. The number of property crimes per 100,000 residents. Data comes from the FBI’s 2022 Uniform Crime Reporting Database; missing crime data was supplemented by NeighborhoodScout.com
- Vehicular mortality rate. The number of deaths due to traffic accidents per 100,000 residents. Data is from the 2024 County Health Rankings.
- Drug poisoning mortality rate. The number of drug poisoning deaths per 100,000 residents. Data is from the 2024 County Health Rankings.
- Percentage of the population engaging in excessive drinking. The percentage of adults who consumed more than four drinks of alcohol for women or five drinks of alcohol for men on a single occasion over a 30-day period, or who engage in heavy drinking, which is defined as drinking more than one drink per day for women or two drinks a day for men on average. Data is from the 2022 County Health Rankings.
The vehicular mortality rate, drug poisoning mortality rate and percentage of the population engaging in excessive drinking are all measured at the county level. Violent and property crime rates are at the city level.
re: Distance from a major city. Well, the list is about "suburbs" which is by definition not too far from a major city. Not "exurbs" or "rural". The town needs to have at least 5000 residents.