A bowling ball has three holes to put your fingers in -- I'll leave the rest up to your imagination. That ditch besides the bowling lane, where you score zero points, is called the gutter; however, the ditch for rainwater at the side of the road is also called a gutter. To be thrown in the gutter means something like to be discarded roughly.
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