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Try the Red Roof Inn or the Hotel Pennsylvania near Penn Station for inexpensive and close proximity to the Parade.
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You may also want to try Super 8 Times Square. It isn't in Times square but close. I've only read good reviews on it I haven't stayed there. Price is good too.