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.
1. Burnley
Penalties: 14 Games: 209 Penalties per game: 0.07 (Photo by Laurence Griffiths/Getty Images) Photo: Laurence Griffiths
2. Newcastle United
Penalties: 27 Games: 363 Penalties per game: 0.07 (Photo by Stu Forster/Getty Images) Photo: Stu Forster
3. Aston Villa
Penalties: 25 Games: 286 Penalites per game: 0.09 (Photo by Lindsey Parnaby - Pool/Getty Images) Photo: Pool
4. Sheffield United
Penalties: 5 Games: 57 Penalties per game: 0.09 (Photo by Stu Forster/Getty Images) Photo: Stu Forster
5. West Brom
Penalties: 31 Games: 326 Penalties per game: 0.10 (Photo by JULIAN FINNEY/POOL/AFP via Getty Images) Photo: JULIAN FINNEY
6. West Ham
Penalties: 35 Games: 361 Penalties per game: 0.10 (Photo by Shaun Botterill/Getty Images) Photo: Shaun Botterill