Visualizing software metrics

Question

I have the below sets of data per application, you can call them as software metrics. These metrics vary depending on the size of an application.

Bugs
CodeSmells
Vulnerability

The size of the application is determined by LOC (Lines of code), how can i showcase the complexity of each app relative to the lines of code if i visualize each of these parameters.

Example

           Bugs   LOC
SweetApp   10     10000
SourApp    120    5660000
SaltyApp   55     1500

How do i visualize Bugs per app in relation to the LOC, because LOC determines their complexity a higher number in bugs doesn't necessarily be bad considering a higher number in LOC.