Mario & Sonic At The London 2012 Olympic Games remains its closest challenger in second, above ABBA: You Can Dance in third.
The ever-present Mario Kart Wii enjoys another Christmas in the top ten at four, above Zumba Fitness and its sequel.
Meanwhile, Now That's What I Call Music: Dance And Sing makes its first appearance in the top ten at nine, above Skylanders: Spyro's Adventure.
The top ten in full:
1. (1) Just Dance 3 (Ubisoft)
2. (2) Mario & Sonic At The London 2012 Olympic Games (Sega)
3. (3) ABBA: You Can Dance (Ubisoft)
4. (5) Mario Kart Wii (Nintendo)
5. (4) Zumba Fitness (505 Games)
6. (6) Zumba Fitness 2 (505 Games)
7. (7) The Legend of Zelda: Skyward Sword (Nintendo)
8. (8) Wii Party (Nintendo)
9. (11) Now That's What I Call Music: Dance And Sing (Tubby Games)
10. (9) Skylanders: Spyro's Adventure (Activision)
Leisure software charts compiled by Chart Track, (C) 2011 UKIE Ltd.
Watch Just Dance 3's announcement trailer below: