Tinkersphere Electronics, 152 Allen St (Manhattan) - as the name indicates, hobbyist focused.

Allstate Electronics - Jamaica Queens - Old school distributor, has basically every electronic component under the sun.

If you head out to NJ, there's a couple big shops as well (Wayne Electronics, Green Brook Electronics) but they're not transit-accessible or closer to the city.