Drogba, a Chelsea legend, returned to the club this season and is on the brink of another Premier League title.
Hazard scored the game-winner on Saturday at Stamford Bridge against Manchester United and is the presumed favourite to win the PFA Player of the Year award.
After the win on Saturday night, Drogba threw a party at The Dorchester in London as a fundraiser for his foundation, which seeks to raise money to give Africans access to better healthcare.
The highlight, though, was Drogba and Hazard showing off their dancing with pop star Christina Milian.