The Whites conceded two against Arsenal in Sunday's 4-2 loss at the Emirates, and had one not been overturned by VAR, the margin of that defeat could have been even heavier.
Marcelo Bielsa's men have had some good fortune from 12 yards as well this season, however.
Leeds have scored three goals from penalties in 2020/21 – the 11th-highest tally in the division.
At the other end, the Whites have conceded seven fouls in the area.
That tally is the Premier League’s fourth-highest, and is made worse by the fact that their opponents have scored all seven of those set-pieces.
But how does Leeds' record compare to their Premier League rivals over the past decade?
Paddy Power have run the numbers to which top flight teams have averaged the most penalties per game since 2010/11.
Click and scroll through the the countdown below:
*All data correct as of 20/1/21.
7. Wolves
Penalties: 18 Games: 175 Penalties per game: 0.10 (Photo by Andy Rain - Pool/Getty Images) Photo: Pool
8. Southampton
Penalties: 34 Games: 325 Penalties per game: 0.10 (Photo by ANDY RAIN/POOL/AFP via Getty Images) Photo: ANDY RAIN
9. Fulham
Penalties: 23 Games: 212 Penalties per game: 0.11 (Photo by Jason Cairnduff - Pool/Getty Images) Photo: Pool
10. Everton
Penalties: 46 Games: 401 Penalties per game: 0.11 (Photo by Michael Regan/Getty Images) Photo: Michael Regan
11. Arsenal
Penalties: 49 Games: 402 Penalties per game: 0.12 (Photo by Nick Potts - Pool/Getty Images) Photo: Pool
12. Tottenham Hotspur
Penalties: 50 Games: 402 Penalties per game: 0.12 (Photo by Shaun Botterill/Getty Images) Photo: Shaun Botterill