He was seen kissing model Tina Louise on the beach in October.
And Diddy appeared to be in good spirits as he kicked back and relaxed at his Miami Beach mansion on Sunday with another bikini-clad female companion.
The rapper, 50, whose real name is Sean Combs, laughed and smiled as he sat with the woman who looked sensational in a tiny thong two-piece and white bucket hat.
Relaxing: Diddy appeared to be in good spirits as he relaxed with a bikini-clad female companion at his Miami Beach mansion on Sunday
Diddy was seen smiling as he chatted with his companion and took things easy as they soaked up the sunshine.
At one point, the brunette beauty cheekily threw her hat at the rap mogul as they sat on some rattan furniture, causing him to laugh and her to beam a smile towards the celeb.
She looked sensational in a tiny bikini which boasted a tie detail on the front and high-waisted string bottoms to accentuate her toned physique.
Completing her beachside look, the companion left her tresses down and let them cascade over her shoulders in gentle waves as she walked around the seating area.
Sizzling: The rapper’s companion looked sensational in a tiny black string bikini which boasted thong bottoms and a tie-detail on the top
It has been an interesting few weeks for Diddy as earlier in October he was seen putting on a very amorous display on the beach with Brian Austin Green’s ex Tina Louise.
At one point, the pair even put a towel over themselves as they continued to their PDA session in full view of passers-by.
Days later he announced he is officially endorsing former Vice President Joe Biden for president.
The mogul made the stakes of this election clear while talking to Charlamagne Tha God on his own Revolt TV cable network, telling the interviewer he thinks the 2020 elections are a life-or-death decision.
Cheeky: The brunette beauty threw her white bucket hat towards the rap mogul during their sun session
Toned: She showcased her svelte physique in the swimwear, completing her beachside look with an eye-catching hat
Sunning session: Diddy sat on a sofa while his companion made herself comfortable in a matching cream chair
Diddy, who described himself as an independent during the sit-down, also announced the launch of his own political party, which will focus on the needs of Black Americans.
‘If Trump gets elected, I really do believe in my heart there will be a race war,’ he said at the top of the interview.
‘White men like Trump need to be banished,’ he explained.
‘That way of thinking is real dangerous. This man literally threatened the lives of us and our families about going to vote,’ he said in reference to the ‘stand back and stand by’ comments the 45th President made during his September 29th debate against Joe Biden.
Having fun: The rap mogul was seen laughing and smiling in the brunette’s direction
Casual: Diddy cut a relaxed figure in a white t-shirt and some patterned shorts
Off she goes: Diddy watched as his companion, now sporting a black bucket hat, walked away from the seats
Walking away: She looked over her shoulder while walking away from Diddy
Toned: The brunette beauty let her long locks cascade down her back as she walked around the mansion
Chatting away: Diddy appeared to be leading the conversation as he threw his arms up from the sofa
Animated: The star put on an animated display as his companion relaxed into one of the cream and white chairs
Staying hydrated: She picked up a bottle of water while soaking up the sun at the Miami Beach mansion
Taking a dip? At one point the beauty appeared to have taken a dip in the pool
‘We’re in a war. We’re not taking this like it’s a war. We’re taking it like it’s a presidential election. We’re in a war of love versus hate.’
‘The number one priority is to get Trump out of office,’ he went on. ‘The tribe of people that have the responsibility and really should be scared to death of this man is white people.’
Back in April Diddy had urged Black people to ‘hold their vote hostage,’ but in the interview he said it would be ‘irresponsible’ to advocate for that now.
He then announced his own vision: a political party called Our Black Party.
Happy: The rapper beamed a smile and opened his arms wide as his companion returned to their sunshine spot
Chilled: Diddy stood up and looked towards the smiling companion
Shady: The duo stayed under an umbrella as they sat outside and talked to each other
Something interesting? The woman appeared to be very interested in what Diddy was saying
Quick fix: She readjusted her hat as Diddy started to relocate from the outside sofa
Wave: The woman appeared to be making a gesture towards Diddy as he walked around the table