As shoppers rush off to scoop up those last-minute gifts, one key theme has emerged from this holiday season: Consumers shifted their purchases online in record numbers and the primary beneficiary of this trend appears to be Amazon.

“Consumer’s affinity for digital shopping felt like it hit a tipping point in Holiday 2014 and has rapidly accelerated this year,” said Ken Perkins, president of Retail Metrics, in a research note.

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