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Image from S1E9 - 10m31s
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Here you can see Shohei Bridge that crosses over Kanda River.
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Image from S1E9 - 10m56s
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Area to the left of the bridge.
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Image from S2E8 - 13m16s
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Kanda Post Office. I've marked the path from Shohei Bridge to this location in the map below.
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Image from S2E8 - 12m59s
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Opposite side of the street. I actually stayed at a hotel near this location last time I were here. When I later watched the anime I recognized the location immediately!
Location map:
This location was visited on 2015/05/14.