Callum Wilson gave Newcastle the lead in the first half after winning the ball from Hugo Lloris and chipping it into the net.
Miguel Almiron then doubled the visitors’ lead just before half-time with a fine solo goal to take his tally to six for the season as Newcastle went in at the break 2-0 ahead.
But Spurs did respond after the break as Harry Kane quickly headed them back into the game to make it 2-1.
9. Joelinton - 8
Saw an early penalty shout turned down following a good run into the box. Tracked back well and put in a defensive shift when needed despite being deployed on the left wing. | Getty Images
10. Callum Wilson - 7
Did well to get back amongst the goals with a well-placed chip after catching Hugo Lloris out. Booked. | Getty Images
11. Jacob Murphy - n/a
On for Willock 75: Injected a bit of pace and energy as Newcastle were tiring late on. | Getty Images
12. Chris Wood - n/a
On for Wilson 88: Could have done a bit more with his hold up play to relieve the pressure on Newcastle late on. | Getty Images