Your concern of theft is a dominent reason cited for not using bikes in wester countries. Interestingly, bike theft per capita is higher in bike paradise like NL and Copenhagen while ranking in the least concerns of those users.
That’s the x thing is higher in higher population areas problem. You have to calculate the probability of your bike being stolen if you have a bike. So not bike thefts per capita but bike thefts per bike owner.