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Featuring – Big Sean

Featuring – Travis Scott

Featuring – Halsey

Featuring – Diplo, Skrillex

Mixed By [Assistant], Recorded By [Assistant] – Zeke MishanecMixed By, Recorded By – Josh GudwinProducer – BloodWritten-By – Jason "Poo Bear" Boyd, Justin Bieber, Michael Tucker

Engineer [Additional] – Chris "Tek" O'RyanMixed By – Andrew Wuepper, Josh GudwinMixed By [Assistant] – Brandon HardingProducer – Blood, SkrillexRecorded By – Josh GudwinRecorded By [Assistant] – Henrique AndradeWritten-By – Josh Gudwin, Justin Bieber, Michael Tucker , Theron "NEFF-U" Feemster, Sonny Moore

Co-producer – Justin BieberEngineer [Additional] – Chris "Tek" O'RyanMixed By – Josh GudwinMixed By [Assistant] – Henrique AndradeProducer – MdL Recorded By – Johannes Rassina, Josh GudwinRecorded By [Assistant] – Henrique Andrade, Jon SchacterWritten-By – Jason "Poo Bear" Boyd, Justin Bieber, Mason Levy

Backing Vocals – Julia Michaels, Trevon TrapperEngineer [Additional] – Chris "Tek" O'Ryan, Henrique AndradeMixed By – Andrew Wuepper, Josh GudwinMixed By [Assistant] – Brandon HardingProducer – Blood, SkrillexRecorded By – Josh GudwinRecorded By [Assistant] – Henrique AndradeWritten-By – Julia Michaels, Justin Bieber, Justin Tranter, Michael Tucker , Sonny Moore

Backing Vocals – Teddy PhotoCoordinator [Production] – Andrew "McMuffin" Luftman, Seif "Mageef" HussainEngineer – Chris "Anger Management" Sclafani, Josh Gudwin, Simon Cohen Engineer [Additional] – Chris "Tek" O'Ryan, Henrique AndradeInstrumentation By, Producer, Programmed By – Benny Blanco Mixed By – Josh GudwinMixed By [Assistant] – Derrick StockwellTrumpet – Philip BeaudreauWritten-By – Benjamin Levin, Ed Sheeran, Justin Bieber

Bass Guitar – Leroy ClampittCo-producer – Jason "Poo Bear" BoydEngineer [Additional] – Chris "Tek" O'RyanGuitar – James Wong Mixed By – Andrew Wuepper, Josh GudwinMixed By [Assistant] – Brandon Harding, Henrique AndradePercussion – Andreas SchullerProducer – Axident, Big Taste, Gladius Recorded By – Josh GudwinRecorded By [Assistant] – Zeke MishanecWritten-By – Andreas Schuller, James Abrahart, James Wong , Jason "Poo Bear" Boyd, Justin Bieber, Leroy Clampitt, Thomas Troelsen

Bass – Sasha SirotaDrums – Dominic JordanEngineer [Additional] – Chris "Tek" O'Ryan, Josh Connolly, Mark "Exit" Goodchild, Samuel JacquetFeaturing – Big SeanGuitar – Jimmy Powers VKeyboards – Jimmy GiannosMixed By – Jaycen JoshuaMixed By [Assistant] – Maddox Chhim, Ryan KaulProducer – Jason "Poo Bear" Boyd, The AudiblesRecorded By – Josh GudwinRecorded By [Big Sean] – Gregg RominieckiWritten-By – Dominic Jordan, Jason "Poo Bear" Boyd, Jimmy Giannos, Justin Bieber, Sean Anderson

Co-producer – Mike DeanEngineer [Additional] – Chris "Tek" O'RyanFeaturing – Travis Scott Mixed By – Jaycen JoshuaProducer – SoundzRecorded By – Josh GudwinRecorded By [Assistant] – Kory AaronRecorded By [Travis Scott Vocals, Assistant] – Jon SchacterRecorded By [Travis Scott Vocals] – Mark "Exit" GoodchildWritten-By – Jacques Webster, Jason "Poo Bear" Boyd, Justin Bieber, Kenneth Coby, Mike Dean

Backing Vocals – Julia MichaelsEngineer [Additional] – Bart Schoudel, Chris "Tek" O'RyanFeaturing – HalseyMixed By – SkrillexProducer – Ian Kirkpatrick, SkrillexRecorded By – Josh GudwinRecorded By [Assistant] – Henrique AndradeRecorded By [Halsey Vocals, Assistant] – David Rodriguez Recorded By [Halsey Vocals] – Dylan WilliamWritten-By – Clarence Coffee, Jr., Ian Kirkpatrick, Julia Michaels, Justin Bieber, Sarah Hudson, Sonny Moore

Co-producer – Justin BieberEngineer [Additional] – Chris "Tek" O'RyanMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Ike SchultzPiano – Mark "The Mogul" Jackson, Theron "NEFF-U" FeemsterProducer – Mark "The Mogul" JacksonRecorded By – Josh GudwinRecorded By [Assistant] – Henrique Andrade, Kory AaronWritten-By – Jason "Poo Bear" Boyd, Justin Bieber, Mark Jackson

Featuring, Mixed By, Producer – Diplo, SkrillexRecorded By [Justin Bieber's Vocals] – Chris "Tek" O'Ryan, Josh GudwinWritten-By – Jason "Poo Bear" Boyd, Jordan Ware, Justin Bieber, Karl Rubin, Sonny Moore, Thomas Pentz

Mixed By – Andrew Wuepper, Josh GudwinMixed By [Assistant] – Zeke MishanecProducer – Maejor, Blood, Nico Hartikainen, SkrillexRecorded By – Josh GudwinRecorded By [Assistant] – Henrique AndradeWritten-By – Brandon Green, Jason "Poo Bear" Boyd, Justin Bieber, Nico Hartikainen, Sonny Moore

Co-producer – Jeremy Snyder , Steve James Engineer [Additional] – Chris "Tek" O'RyanMixed By – Josh GudwinPiano – Theron "NEFF-U" FeemsterProducer – Jason "Poo Bear" BoydRecorded By – Johannes Rassina, Josh GudwinRecorded By [Assistant] – Jon SchacterWritten-By – Eben Wares, Jason "Poo Bear" Boyd, Jeremy Snyder , Justin Bieber, Scott "Scooter" Braun, Stephen Philibin

Co-producer – A.C., MaejorEngineer [Additional] – Chris "Tek" O'RyanMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Ike SchultzProducer – Josh Abraham, OligeeRecorded By – Josh GudwinRecorded By [Assistant] – Henrique AndradeWritten-By – Saul Alexander Castillo Vasquez, Brandon Green, Jason "Poo Bear" Boyd, Josh Abraham, Justin Bieber, Oliver Goldstein

Co-producer – A.C., MaejorEngineer [Additional] – Chris "Tek" O'RyanMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Ike SchultzProducer – Josh Abraham, Nico HartikainenRecorded By – Josh GudwinRecorded By [Assistant] – Henrique AndradeWritten-By – Saul Alexander Castillo Vasquez, Brandon Green, Ely Weisfeld, Jason "Poo Bear" Boyd, Josh Abraham, Josh Gudwin, Justin Bieber, Nico Hartikainen

Co-producer – DK The PunisherFeaturing – NasMixed By – Andrew Wuepper, Josh GudwinMixed By [Assistant] – Brandon HardingProducer – Andre Harris , Jason "Poo Bear" BoydRecorded By – Josh GudwinRecorded By [Assistant] – Thomas Cullison, Todd Robinson Recorded By [Nas Vocals, Assistant] – Josh SellersRecorded By [Nas Vocals] – Mark "Exit" GoodchildWritten-By – Andre Harris , Donovan Knight, Jason "Poo Bear" Boyd, Justin Bieber, Nasir Jones

Co-producer – DJ Tay JamesMixed By – Jaycen JoshuaMixed By [Assistant] – Maddox Chhim, Ryan KaulMixed By [Justin Bieber's Vocals], Recorded By – Josh GudwinProducer – Mark "The Mogul" JacksonRecorded By [Assistant] – Henrique Andrade, Nikos GoudinakisWritten-By – Jason "Poo Bear" Boyd, Justin Bieber, Mark Jackson

Backing Vocals – Jason "Poo Bear" BoydCo-producer – Josh Gudwin, MdL Engineer [Additional] – Chris "Tek" O'RyanGuitar – Josh GudwinMixed By – Andrew Wuepper, Josh GudwinMixed By [Assistant] – Brandon HardingProducer – Mark "The Mogul" JacksonRecorded By – Johannes Rassina, Josh GudwinRecorded By [Assistant] – Henrique AndradeWritten-By – Jason "Poo Bear" Boyd, Josh Gudwin, Justin Bieber, Mark Jackson, Mason Levy