During the first decade of turn of the 20th century Upper Manhattan was under-developed compared to the southern portion of the island. During this time it was the moment when both horse-drawn carriages and horseless carriages shared the road on the downtown and uptown side of the rode.
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In an up close photograph by the same photographer on the same day we see the train station hood in the bottom center left (source).
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