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 30.37
iliekcomputers 12.37
Vansika Pareek 12.73

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
Lindstrøm, Prins Thomas
New Order Duran Duran Tears for Fears The Human League Soft Cell Frankie Goes to Hollywood Joy Division Talk Talk Happy Mondays Orchestral Manoeuvres in the Dark Yazoo
Boards of Canada Plaid Broadcast Zero 7 Bonobo Kinobe LFO Nitin Sawhney Tosca Röyksopp Prefuse 73
H.U.V.A. Network Aes Dana Hol Baumann Sync24 Koala Irukandji Scann-Tec Xentrix
Woolfy, Projections
The Police David Bowie Duran Duran Frankie Goes to Hollywood Culture Club ABBA Rod Stewart Tears for Fears Dexys Midnight Runners Foreigner Soft Cell
Kalya Scintilla
Oingo Boingo INXS Thompson Twins Wall of Voodoo The Go‐Go’s DEVO Orchestral Manoeuvres in the Dark The Fixx Tears for Fears Duran Duran The Police
Pretty Lights
Four Tet Franz Ferdinand Hot Chip The Kills Jon Hopkins Clinic Archie Bronson Outfit Animal Collective Junior Boys Clearlake Sons and Daughters
Lemongrass Nor Elle Naomi Alphawezen Weathertunes Naoki Kenji Five Seasons The Lushlife Project Mystic Diversions Club des Belugas Geb.el
Outlines Wax Tailor Quentin Harris Capitol A Bajka Jumbonics Matthew Herbert Marc Avon Evans Kinny & Horne Fink Soul Central
The Beatles Elvis Presley The Rolling Stones Bee Gees The Beach Boys Roy Orbison The Troggs Creedence Clearwater Revival The Animals The Hollies Rod Stewart
Bonobo Quantic Andreya Triana Alice Russell Jazzanova Koop Nostalgia 77 Fink Belleruche Röyksopp Boozoo Bajou
Abakus Michele Adamson GMS vs. Jimbo Ranajit Sengupta Bardo State Cyrus the Virus Bluetech Kuba Sub6 Brother Culture Drum Druid
The Polish Ambassador
Blank & Jones Tiësto Armin van Buuren York Aquagen Paffendorf Tomcraft 4 Strings DJ Shog Tom Novy Jan Wayne
Tropo
The Karminsky Experience Inc. Fila Brazillia The Black Mighty Orchestra Bliss Crazy P Mr. Natural Deepest Blue The Dave Pike Set Cicada Doctor Rockit Denim Project
Goldfrapp Röyksopp Gorillaz Zero 7 Kinobe David Guetta Afterlife KT Tunstall Mylo Turin Brakes Starsailor

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
Maroon 5 Rihanna Justin Bieber Katy Perry Avicii Lady Gaga Nicki Minaj Shawn Mendes Bruno Mars Calvin Harris Kelly Clarkson
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 Bastille Emeli Sandé Dua Lipa Milky Chance Kungs Starley The Weeknd Dimitri Vegas & Like Mike alt-J
Coldplay Robbie Williams Katy Perry David Guetta P!nk Oasis Rihanna Kylie Minogue Sia Maroon 5 Justin Bieber
Kodaline Kygo The Chainsmokers George Ezra Daya Kungs Meghan Trainor Alan Walker James Arthur Sigala Fifth Harmony
Enrique Iglesias Rihanna Ronan Keating David Guetta P!nk Pitbull Katy Perry Kylie Minogue The Black Eyed Peas Sugababes Justin Timberlake
James Blake Lana Del Rey Bastille Jessie J Jessie Ware Ellie Goulding Emeli Sandé alt-J Lorde James Bay Benjamin Francis Leftwich
Drake Nicki Minaj Bruno Mars Justin Bieber Jason Derulo Tinie Tempah Ariana Grande Ellie Goulding Jessie J J. Cole Labrinth
Justin Timberlake Beyoncé Timbaland Rihanna Kelly Clarkson Akon Chris Brown The Pussycat Dolls Ne‐Yo Ciara John Legend
The Weeknd Jonas Blue Dua Lipa Shawn Mendes Jax Jones RAYE DJ Snake Alessia Cara Kygo Imagine Dragons Ariana Grande
Daft Punk David Guetta The Weeknd Kylie Minogue Jax Jones Basement Jaxx Coldplay Dua Lipa RAYE Maroon 5 Roger Sanchez
SOHN Milky Chance James Hersey Lea Santee Tyna Chick Quest Teutilla CUT_ Sam Feldt Leyya Feder
JAY-Z & Kanye West
Chromatics alt-J Souleance Isaac Delusion Ornette Mirage Lianne La Havas FTSE Trouble Tame Impala James Marshall
Post Malone & Swae Lee
Michael Jackson Marvin Gaye Diana Ross The Jackson 5 Lionel Richie Commodores Whitney Houston The Supremes Four Tops The Miracles Gladys Knight & The Pips
Backstreet Boys Britney Spears R. Kelly *NSYNC Westlife Robbie Williams Christina Aguilera Spice Girls Boyzone Steps Five
Vince Staples Swae Lee Post Malone XXXTENTACION Duckwrth Ty Dolla $ign Juice WRLD Thutmose Shaboozey Coi Leray Blackway
Radiohead Blur Oasis Coldplay Supergrass Placebo Suede Manic Street Preachers R.E.M. The Chemical Brothers The Verve
Tame Impala Lukas Graham The xx Jake Bugg Flume The Sore Losers Two Door Cinema Club alt-J Crystal Fighters Art vs Science Bastille

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
Atif Aslam Sukriti Kakkar Ankit Tiwari Mika Singh Benny Dayal Rahat Fateh Ali Khan KK Arijit Singh
Maroon 5 Rihanna Justin Bieber Katy Perry Lady Gaga Avicii Nicki Minaj Shawn Mendes Bruno Mars Calvin Harris Kelly Clarkson
Coldplay Robbie Williams Katy Perry David Guetta P!nk Oasis Rihanna Kylie Minogue Sia Justin Bieber Maroon 5
Shafqat Amanat Ali KK Shruti Pathak Advaita Monty Sharma Amit Trivedi Rekha Bhardwaj Sona Suzanne D'Mello Devika Krishna Beura
Armaan Malik Neha Kakkar Dev Negi Jubin Nautiyal
Asim Azhar
Rahat Fateh Ali Khan, Tanishk Bagchi, Asees Kaur
James Arthur Dua Lipa Martin Garrix The Chainsmokers Kygo Rag’n’Bone Man Shawn Mendes Jonas Blue Jax Jones Anne-Marie Zara Larsson
Sandesh Shandilya, Dhvani Bhanushali, Tanishk Bagchi
Ayo & Teo
Copeland The Rocket Summer Emery Cartel Anberlin Fall Out Boy Boys Night Out Hacienda Brothers Limbeck Waking Ashland Statistics
Rahat Fateh Ali Khan Shafqat Amanat Ali KK Tulsi Kumar Shilpa Rao Shruti Pathak Rekha Bhardwaj Amit Trivedi Sona Mohapatra Krishna Beura Ahmad Jahanzeb
Jagjit Singh Chitra Singh Asha Bhosle Ghulam Ali Udit Narayan Hariharan Pankaj Udhas Kavita Krishnamurthy Mohammed Rafi Talat Aziz Sonu Nigam
Justin Bieber Jonas Blue Shawn Mendes DJ Snake The Chainsmokers Ellie Goulding Ariana Grande Kygo Jason Derulo Kungs Dua Lipa
Ed Sheeran Kygo Robin Schulz Clean Bandit Dua Lipa Rita Ora Jonas Blue Imagine Dragons Martin Garrix Shawn Mendes The Chainsmokers
Enrique Iglesias Rihanna Ronan Keating David Guetta P!nk Pitbull Katy Perry Kylie Minogue The Black Eyed Peas Sugababes Justin Timberlake
OneRepublic Lady Gaga Justin Bieber Avicii Amy Macdonald Duffy Ellie Goulding Shawn Mendes Leona Lewis Imagine Dragons Bruno Mars
Zayn Malik
Asees Kaur
John Legend Chris Brown Leona Lewis Ne‐Yo Justin Bieber Rihanna Ciara JP Cooper Calvin Harris Paloma Faith Jonas Blue