The person who posted the video listed the address of Magnolia Tree Lane.
UPS said it was investigating the incident.
"Thank you for bringing this to our attention. UPS will investigate the situation and take appropriate action," the delivery giant said.
The Durham Police Department said there is no report of that incident.
But DPD also said the department said it has had 56 reported package thefts from October 1 through Friday.
In Raleigh, the number is 26 packages.
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