Note that it is possible to block or partition the data by some pre-defined attribute like in the density example above to examine the degree of reciprocity within and between sub-populations.
If so, it may be time to reevaluate if, subconsciously, you knowingly fall for people who will not return the favor.
Surround yourself with people that do care about you.