Thank you for that source.

I've edited my comment to include a source comparing the US with other developed nations. I've updated the comment to remove the section were I wrote NYC is under policed compared to other cities in the US.

We have a much much milder mass incarceration problem in NYC compared to the country as a whole (the incarceration rate in NYC is lower than Canada and Luxembourg, for example), but we also better policing than other cities in the US.

But we are still severely under-policed compared to other developed nations.