Backing Vocals – Candice Pillay Featuring, Vocals – DRAMs , PARTYNEXTDOOR , Schoolboy Q Instruments [Korg SV-1] – Rogét Chahayed * Mastered By – Dave Kutch Mastered By [For Vinyl] – Mike Marsh Producer, Instruments [Ibanez 1200 Bass, Gibson SG Custom, Fender Rhodes, Roland Jupiter-8], Mixed By – Calvin Harris Recorded By – David "Prep" Hughes *, Marcos Tovar Written-By – Adam Wiles , Brittany Hazzard , Quincey Hanley *, Roget Chahayed *, Shelley Massenburg-Smith

Backing Vocals [Additional Background Vocals] – Starrah Featuring, Vocals – Ariana Grande , Pharrel Williams , Young Thug (2) Mastered By – Dave Kutch Mastered By [For Vinyl] – Mike Marsh Producer [Additional Vocal Production], Instruments [Fender Rhodes, Additional Percussion] – Pharrell Williams Producer, Instruments [Ibanez 1200 Bass, Linn LM-2, 1976 Yamaha UX Ebony Piano, Gibson SG Custom, 1965 Fender Stratocaster, Flexitone, Wurlitzer Electric Piano, Roland Jupiter-8], Mixed By – Calvin Harris Recorded By – Andrew Coleman (3) , Marcos Tovar , Shawn "Source" Jarrett Recorded By [Wizard] – Matthew Desrameaux Written-By – Adam Wiles , Brittany Hazzard , Jeffery Williams *, Pharrell Williams

Featuring, Vocals – Future (4) , Khalid (16) Mastered By – Dave Kutch Mastered By [For Vinyl] – Mike Marsh Producer, Instruments [Yamaha C7 Piano, Ibanez 1200 Bass, Roland Jupiter-8, Fender Rhodes, PPG Wave 2.2, Linn LM-2, 1965 Fender Stratocaster, ARP String Ensemble PE-IV], Mixed By – Calvin Harris Recorded By – Calvin Harris , Seth Firkins Written-By – Adam Wiles , Khalid Robinson , Nayvadius Wilburn

Featuring – A-Trak , Travis Scott (2) Instruments [Technics SL1200 Turntables, Pioneer DJM-S9 Mixer] – A-Trak Mastered By – Dave Kutch Mastered By [For Vinyl] – Mike Marsh Producer, Instruments [PPG Wave 2.2, Gibson SG Custom, Ibanez 1200 Bass, Roland Jupiter-8, Fender Rhodes, Yamaha C7 Piano, Roland TR-808], Mixed By – Calvin Harris Recorded By – Blake Harden , Marcos Tovar Vocals – Travis Scott (2) Written-By – Adam Wiles , Brittany Hazzard , Jacques Webster

Backing Vocals – Joe Vinyl Featuring, Vocals – John Legend , Snoop Dogg , Takeoff Instruments [Wurlitzer] – Clyde Audio Mastered By – Dave Kutch Mastered By [For Vinyl] – Mike Marsh Producer, Instruments [Fender Rhodes, Ibanez 1200 Bass, Linn LM-2, Sequential Circuits Prophet 5, PPG Wave 2.2, Claps], Mixed By – Calvin Harris Recorded By – Calvin Harris , Daryl "DJ Durel" McPherson Written-By – Adam Wiles , Calvin Broadus , John Stephens (3) , Kiari Cephus , Kirsnick Ball , Quavious Marshall

Engineer [Wizard] – Nick Valentin Featuring, Vocals – Nicki Minaj Mastered By – Dave Kutch Mastered By [For Vinyl] – Mike Marsh Producer [Vocal Production] – Nick Cooper (16) Producer, Instruments [Roland Jupiter-8, Ibanez 1200 Bass, Linn LM-2, Gibson SG Custom, 1965 Fender Stratocaster, PPG Wave 2.2], Mixed By – Calvin Harris Recorded By – Aubry "Big Juice" Delaine * Written-By – Adam Wiles , Brittany Hazzard , Onika Maraj

Featuring, Vocals – Big Sean , Katy Perry , Pharrell Williams Mastered By – Dave Kutch Mastered By [For Vinyl] – Mike Marsh Producer, Instruments [Ibanez 1200 Bass, Linn LM-2, 1976 Yamaha UX Ebony Piano, Gibson SG Custom, 1965 Fender Stratocaster, Wurlitzer Electric Piano, Claps], Mixed By – Calvin Harris Recorded By – Gregg Romiecki *, Marcos Tovar , Mike Larson (4) Recorded By [Assistant] – Iain Findlay , Jacob Dennis Written-By – Adam Wiles , Brittany Hazzard , Katy Perry , Pharrel Williams , Sean Anderson (3)

Backing Vocals – Jessie Reyez Featuring, Vocals – Kehlani , Lil Yachty Mastered By – Dave Kutch Mastered By [For Vinyl] – Mike Marsh Producer, Instruments [Fender Rhodes, Ibanez 1200 Bass, Roland TR-808, Yamaha C7 Piano], Mixed By – Calvin Harris Recorded By – Marcos Tovar , Thomas "Tillie" Mann Strings – The Joe Vinyl String Orchestra * Written-By – Adam Wiles , Jessie Reyez , Miles McCollum

Featuring, Vocals – Jessie Reyez Mastered By – Dave Kutch Mastered By [For Vinyl] – Mike Marsh Producer, Instruments [Gibson SG Custom, SCI Drumtraks, Ibanez 1200 Bass], Recorded By, Mixed By – Calvin Harris Written-By – Adam Wiles , jessie reyez