Interesting is that this division was not only geographical but also cultural and social. It was generally accepted that in Yamanote lived the higher social classes (samurai and Tokugawa shogunate vassals), while Shitamachi was inhabited by the lower status classes, like merchants and craftsmen...
Actually, Shitamachi represented the real Edo culture, being also the true center of the capital. And the area from this photo, in Ueno (the intersection between Chuo-dori and Shinobazu-dori), was at the time the "hearth" of Shitamachi. Not many features survived until today, but the area is warm and friendly and, occasionally, you can get the traditional feeling of Shitamachi by meeting the local people still dressed like in the old times:
EXIF info:
Nikon D90
Lens: VR 18-55mm F/3.5-5.6G
Focal Length: 18mm
Aperture: F/5.6
Shutter Speed: 1/1000s
ISO Sensitivity: ISO 200