The Red Devils eventually came out on top of the clash on December 26, with Chicharito's last-minute winner handing them a 4-3 victory after they had gone behind three times in the match.
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After the game Pardew suggested Sir Alex could have been sent off for his protests, saying referee Dean may feel "slightly disappointed he didn't do something about it".
However the 70-year-old has now hit back, and with some force, insisting that his opposite number is in fact the worst for "haranguing" officials, citing his calls for a ban as "unbelievable" after an incident in a match with Tottenham where the Magpies' manager pushed an assistant.
He told reporters: "[Pardew] shoves a ref then makes a joke of it, then he's got the cheek to criticise me. It's unbelievable.
"He is the worst for haranguing referees. His whole staff, every game. He was at it the whole game on Wednesday."
The Red Devils boss then went on to lament his team's high-profile status, suggesting the world is more inclined to take note of spats involving the "most famous club in world" instead of a "wee club in the north-east".
"It is unfortunate but I am the manager of the most famous club in the world," he added. "Not Newcastle, a wee club in the north-east.
"I was demonstrative. I am always demonstrative. Everyone knows that. I am an emotional guy. But I was not abusive. I shouted Mike over.
"We walked towards each other. I was only on [the pitch] three or four yards. That has been overplayed. The problem for me is that the profile of this club is huge."