Data Preprocessing to generate recommendations

The following table gives information about total time taken to generate three candidate sets for user:

user name time(s)
rob 28.78
iliekcomputers 12.22
Vansika Pareek 12.27

To get personalized recommendations for users, candidate sets are generated for each user consisting of recording ids and the user id using the underlying procedure.

Similar artists set for rob

Top Artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist
Massive Attack Radiohead Moby The Chemical Brothers Air Oasis Coldplay Blur Placebo Groove Armada Underworld
New Order Duran Duran Tears for Fears The Human League Soft Cell Frankie Goes to Hollywood Joy Division Happy Mondays Talk Talk Orchestral Manoeuvres in the Dark Yazoo
Rodriguez Jr., RJLA, Liset Alea
Woolfy, Projections
SaQi, Truth, WORTH
SaQi, Heather Christie
Yaima
Pink Floyd Eric Prydz Queen David Bowie Bob Sinclar Fedde Le Grand Mason Booty Luv David Guetta Princess Superstar Cascada
Four Tet Franz Ferdinand Hot Chip The Kills Jon Hopkins Archie Bronson Outfit Clinic Animal Collective Junior Boys Clearlake Röyksopp
Portishead Oasis Radiohead Paul Weller Morcheeba Moby PJ Harvey Tricky Lamb Björk Groove Armada
Oingo Boingo INXS Thompson Twins DEVO Wall of Voodoo The Go‐Go’s Orchestral Manoeuvres in the Dark Tears for Fears The Fixx Duran Duran The Police
SaQi, Anuttara Deva
Bonobo Quantic Andreya Triana Alice Russell Jazzanova Koop Nostalgia 77 Fink Belleruche Röyksopp Boozoo Bajou
Eklipse
Abakus Ranajit Sengupta Bardo State Cyrus the Virus Bluetech Kuba Michele Adamson GMS vs. Jimbo Subsonar Drum Druid Jimbo
SaQi, Marya Stark
Rodriguez Jr. Cari Golden Jimi Jules FCL Tito Wun Soul Clap Sonny Fodera Dusky Cervendos KPD La Fleur
Lindstrøm, Prins Thomas
Tropo
The Karminsky Experience Inc. The Black Mighty Orchestra Fila Brazillia Bliss Deepest Blue Crazy P Cicada The Dave Pike Set Mr. Natural Denim Project Doctor Rockit

Similar artists set for iliekcomputers

Top Artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist
The Strokes Franz Ferdinand The Libertines The Hives Kaiser Chiefs Jet Theory of a Deadman Yeah Yeah Yeahs Kasabian Keane The Rapture
Vampire Weekend Florence + the Machine The xx Eastern Conference Champions The Dead Weather Adele Two Door Cinema Club Passion Pit Bombay Bicycle Club Santigold Fleet Foxes
Kanye West Rihanna Akon Ne‐Yo The Pussycat Dolls Chris Brown T‐Pain Lady Gaga Timbaland Flo Rida Young Jeezy
The xx Lana Del Rey Dua Lipa Emeli Sandé Bastille Kungs Starley Dimitri Vegas & Like Mike alt-J The Weeknd Milky Chance
Arijit Singh, Ayushmann Khurrana, Tabu, Radhika Apte
Kendrick Lamar Shawn Mendes Ariana Grande Post Malone Zedd Imagine Dragons Travis Scott Jonas Blue The Weeknd J Balvin Martin Garrix
Rhye CLOVES Kendra Morris Broods The White Lamp BØRNS Julia Michaels Eves Karydas Dan Croll Roseaux Nassim Kouti
Beach House Yeasayer Father John Misty Avi Buffalo Retribution Gospel Choir L’Épicier Vampire Weekend Fleet Foxes Adele Justin Vernon Poolside
Vishal-Shekhar, Vishal Dadlani, Imran Khan, Sonam Kapoor
Amit Trivedi, Ayushmann Khurrana, Tabu, Radhika Apte
Radiohead Blur Oasis Coldplay Supergrass Placebo Suede Manic Street Preachers The Chemical Brothers R.E.M. Primal Scream
Arctic Monkeys The Fratellis Lily Allen Florence + the Machine The Automatic Lana Del Rey Klaxons James Morrison Emeli Sandé Gnarls Barkley Example
Badshah, Amaal Mallik, Fazilpuria, Sukriti Kakar, Neha Kakkar, Sidharth Malhotra, Rishi Kapoor, Alia Bhatt, Fawad Khan
Vampire Weekend, Danielle Haim
Michael Jackson Marvin Gaye Diana Ross The Jackson 5 Lionel Richie Commodores Whitney Houston The Supremes The Miracles Four Tops Gladys Knight & The Pips
SOHN Milky Chance James Hersey FLUT Feder Nihils Saite Zwei Seinabo Sey Elderbrook Catastrophe & Cure Restless Leg Syndrome
Vince Staples Post Malone Swae Lee Duckwrth XXXTENTACION Juice WRLD Ty Dolla $ign Anuel AA YBN Cordae Thutmose Blackway
The Weeknd Jonas Blue Dua Lipa Shawn Mendes Jax Jones RAYE DJ Snake Alessia Cara Imagine Dragons Kygo The Chainsmokers
Post Malone, Swae Lee
Tame Impala Lukas Graham The xx The Sore Losers alt-J Crystal Fighters Two Door Cinema Club Jake Bugg Flume Art vs Science James Blake

Similar artists set for Vansika Pareek

Top Artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist Similar artist
Vampire Weekend Florence + the Machine The xx Eastern Conference Champions The Dead Weather Adele Passion Pit Two Door Cinema Club Bombay Bicycle Club Santigold Fleet Foxes
Mithoon, Arjun Kanungo
Lil Mosey
Lauv Khalid Alice Merton Justin Jesso Stefflon Don Sound of Legend RIN Burak Yeter Big Shaq Tydiaz brando
ZAYN, Taylor Swift
Alex Goot, Kurt Hugo Schneider, Jada Facer
MLHLND
Russ PnB Rock 21 Savage
Lil Nas X
Kishore Kumar Asha Bhosle Rahul Dev Burman Mukesh Manna Dey Kumar Sanu Mahendra Kapoor Geeta Dutt Shamshad Begum Udit Narayan Shailendra Singh
Skylar Grey Imagine Dragons Kehlani X Ambassadors twenty one pilots Logic ConfidentialMX Action Bronson G-Eazy Grace Bastille
Ellie Goulding, Diplo, Swae Lee
Ed Sheeran Kygo Robin Schulz Clean Bandit Dua Lipa Rita Ora Jonas Blue Imagine Dragons Shawn Mendes Martin Garrix Jax Jones
ZAYN Kygo Shawn Mendes Jonas Blue The Chainsmokers Dua Lipa Martin Garrix Clean Bandit Little Mix Zara Larsson Bebe Rexha
Calum Scott Starley NEIKED Dakota Dyo Louisa Johnson Nevada Zeeba Bruno Martini gnash Olivia O’Brien
OneRepublic Lady Gaga Justin Bieber Avicii Amy Macdonald Duffy Ellie Goulding Shawn Mendes Leona Lewis Imagine Dragons Bruno Mars
OneRepublic, Logic
Post Malone, Swae Lee
B.o.B, Hayley Williams
Hailee Steinfeld, Grey, Zedd