The unfortunate feat occurred twice during Saturday's fixtures, with two sides missing two penalties, and we are not short of past examples.
The striker has five goals in five league games for Everton this season.
As Watford drew 2-2 at home to Bournemouth in the Premier League, we take a look at the five things we learned from the game.
Aston Villa lost against Preston North End in the Championship on Saturday.
Manchester City's supporters responded with disappointment to Pep's first defeat in all competitions, as City lost 2-0 away to Spurs.
Harry Kane congratulated Dele Alli and plenty of other Spurs players were very pleased.
Newcastle United are currently third in the Championship table.
The Bristol City midfielder could not contain himself when he scored the winning goal.
West Bromwich Albion failed to win against Sunderland in the Premier League on Saturday.
Stoke City supporters took to Twitter during their Premier League draw with Manchester United.
Ilkay Gundogan's surprise debut for Manchester City demonstrated what a good signing he is - and that he will be key to Pep Guardiola's system.
Chelsea boss Antonio Conte faced the media ahead of the side's clash with Liverpool in the Premier League tomorrow night.
Juventus drew a blank against a resolute Sevilla side in Turin on Wednesday.