Manager Alan Pardew has been very pleased with his sides start to the season as they presently sit in the top four.
He said: "We appreciate that in the first nine games we've surprised even ourselves, but there are times you have to look at the side and say it must have quality in it to get 19 points.
"In three or four games people would say we were fortunate to win. We've had our share of luck, but there is also something else in this team that says we could have a good season.
"How big it is depends on results and how well we perform when adversity comes. We haven't had that yet - we've had a settled side and we haven't had the injuries and that helps."
Newcastle are presently sat in fourth place in the table after the victory with former Latics player Ryan Taylor playing a key part at left back for the Magpies.