Population to General Factors Graphs

Higher populations have a smaller difference in income, with higher populations trending toward higher income while lower populations have a wide variety.

Age and population don't have a significant relationship between each other.

Overall Population Analysis

In general, population is not a strong indicator of income or age, though there does seem to be a funnel like relationship between income and population.