This Followed Me Home

I picked up this little benchtop horizontal mill. Problem is I'm not finding any documentation. It has a Delta tag, but I found nothing that looks the same. I've searched Vintage Machinery but no success. Any help would be appreciated.
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Posted the video here to keep the thread tidy: