Ok. Thank you.

Is this better?

The FBI considers violent crime to be:

• Murder and nonnegligent manslaughter

• Rape

• Robbery

• Aggravated assault

>would also be interested in how this compares nationally and internationally.

IDK abt internationally, but nationally you can compare the rates to these: https://en.wikipedia.org/wiki/List_of_U.S._states_and_territories_by_violent_crime_rate

https://www.sec.state.ma.us/cis/cispdf/city_town_map.pdf

Here's one if ya need it. I wish I could add town names but its tough for a map like this.

This is a re-upload based on the constructive criticism you /r/massachusetts users gave me. The original thread is archived here

I'm from Michigan, I just was teaching myself QGIS and decided that making this map would be interesting.

I used the FBI's crime data explorer to gather info on the number of violent crime incidents from reporting municipalities, divide that by the estimated population, and multiply that number by 100,000 to get the violent crime rate. For example: Boston had a total of 4,354 reported violent crimes in 2020 and an estimated population of 697,323, so (4,354/697,323) x 100,000 = a violent crime rate of 624.38 incidents per 100k.

Overall, the Commonwealth had 308.8 incidents of violent crime per every 100k residents, making it the least safe state in New England but safer than many other states and lower than the Nationwide rate of 398.5 incidents per 100k.

And since people were asking about this: Not reporting just means that the data isn't reported to the FBI.