A journey through wealth and poverty in New York City

The horizontal axis is moving South to North through adjacent census tracts on the route described.  The vertical axis is median household income in each census tract.

Why are there such extremes of wealth and poverty even inside a "developed" economy like New York City? What does it teach us about economic development and underdevelopment?