Why does NYC have Brownstones?

The iconic Brooklyn Brownstone townhouse is actually mostly a brick building, it just has thin slabs of sandstone to make it look ornate.

This is a Brooklyn Brownstone at 273 Madison St. going for more than $3.5 million. Thanks @jclondonoteam6177 for inviting me to check it out.