Ashley Young netted another brilliant effort in the second half so Carlton Cole's consolation did not threaten a fourth successive win, equaling the best run of Moyes' short reign so far.
"The rhythm in attack is beginning to get better," said Moyes.
"We are beginning to create more chances. We had the chances to score maybe four or five but overall we were really pleased with how we played."
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