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yichenlilyc/PS4GameSales.csv

Last active September 29, 2021 22:35
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PS4 Games Sales (2013-2018)
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README.md

Description

This is the 2013-2018 PS4 Games sales dataset. Each row of the table represents a PS4 game, including the name, year of release, genre, publisher, sales in North America, sales in Europe, sales in Japan, sales in other area and global sales.

Data Source

The dataset is originally published at data.world. The 2017-2018 data are scraped from VGchartZ

Ideas for Questions and Tasks

  1. How did the total sales change in North America, Europe, Japan, other area from 2013 to 2018?
  2. What is the sales distribution in each year?
  3. Is there any relationship between game genre and best selling area?
  4. What is the best selling game in each year?
  5. How did the sales change in each series game?

Types of Attributes

  • Year_of_Release is Ordinal
  • Genre is categorical
  • Publisher can be categorical

P.S. The unit of sales is million

Code Example

Raw
PS4GameSales.csv
Name Platform Year_of_Release Genre Publisher NA_Sales EU_Sales JP_Sales Other_Sales Global_Sales
Call of Duty: Ghosts PS4 2013 Shooter Activision 1.78 1.43 0.05 0.57 3.83
Battlefield 4 PS4 2013 Shooter Electronic Arts 1.35 1.55 0.17 0.51 3.59
FIFA 14 PS4 2013 Sports Electronic Arts 0.61 1.85 0.11 0.44 3.01
Assassin's Creed IV: Black Flag PS4 2013 Action Ubisoft 1.07 1.31 0.06 0.42 2.85
Killzone: Shadow Fall PS4 2013 Shooter Sony Computer Entertainment 0.89 1.33 0.08 0.39 2.69
Need for Speed Rivals PS4 2013 Racing Electronic Arts 0.73 0.92 0.03 0.3 1.98
Knack PS4 2013 Platform Sony Computer Entertainment Europe 0.43 0.68 0.42 0.2 1.73
LEGO Marvel Super Heroes PS4 2013 Action Warner Bros. Interactive Entertainment 0.59 0.76 0.01 0.26 1.62
NBA 2K14 PS4 2013 Sports Take-Two Interactive 0.89 0.31 0.01 0.23 1.45
Injustice: Gods Among Us PS4 2013 Fighting Warner Bros. Interactive Entertainment 0.46 0.3 0 0.16 0.91
Madden NFL 25 PS4 2013 Sports Electronic Arts 0.63 0.13 0 0.15 0.9
Just Dance 2014 PS4 2013 Misc Ubisoft 0.19 0.16 0 0.07 0.41
Skylanders SWAP Force PS4 2013 Platform Activision 0.2 0.12 0 0.06 0.39
NBA Live 14 PS4 2013 Sports Electronic Arts 0.15 0.05 0 0.04 0.24
Angry Birds Star Wars PS4 2013 Strategy Activision 0.1 0.08 0 0.04 0.21
Putty Squad PS4 2013 Platform System 3 0.06 0.07 0 0.03 0.16
Grand Theft Auto V PS4 2014 Action Take-Two Interactive 3.96 6.31 0.38 1.97 12.61
Call of Duty: Advanced Warfare PS4 2014 Shooter Activision 2.81 3.48 0.14 1.23 7.66
FIFA 15 PS4 2014 Sports Electronic Arts 0.8 4.33 0.05 0.9 6.08
Destiny PS4 2014 Shooter Activision 2.49 2.07 0.16 0.92 5.64
The Last of Us PS4 2014 Action Sony Computer Entertainment 1.88 2 0.07 0.77 4.71
Minecraft PS4 2014 Misc Sony Computer Entertainment Europe 1.48 2.02 0.14 0.68 4.32
Watch Dogs PS4 2014 Action Ubisoft 1.4 1.9 0.11 0.64 4.05
Far Cry 4 PS4 2014 Shooter Ubisoft 1.13 2.18 0.1 0.63 4.04
Assassin's Creed: Unity PS4 2014 Action Ubisoft 1.19 2.07 0.08 0.62 3.96
Middle-Earth: Shadow of Mordor PS4 2014 Action Warner Bros. Interactive Entertainment 1.01 1.43 0.05 0.47 2.96
inFAMOUS: Second Son PS4 2014 Action Sony Computer Entertainment 1.28 0.98 0.07 0.46 2.79
NBA 2K15 PS4 2014 Sports Take-Two Interactive 1.47 0.54 0.01 0.43 2.45
Madden NFL 15 PS4 2014 Sports Electronic Arts 1.54 0.25 0 0.4 2.19
DriveClub PS4 2014 Racing Sony Computer Entertainment 0.36 1.38 0.02 0.31 2.07
Dragon Age: Inquisition PS4 2014 Role-Playing Electronic Arts 0.73 0.88 0.08 0.32 2.01
LittleBigPlanet 3 PS4 2014 Platform Sony Computer Entertainment 0.66 0.93 0.01 0.31 1.91
Diablo III PS4 2014 Role-Playing Activision 0.51 0.98 0.06 0.28 1.82
The Evil Within PS4 2014 Action Bethesda Softworks 0.55 0.86 0.11 0.27 1.79
The Crew PS4 2014 Racing Ubisoft 0.35 1.08 0.03 0.26 1.72
Wolfenstein: The New Order PS4 2014 Shooter Bethesda Softworks 0.47 0.8 0.03 0.24 1.55
Tomb Raider (2013) PS4 2014 Action Square Enix 0.47 0.65 0.06 0.22 1.4
Metal Gear Solid V: Ground Zeroes PS4 2014 Action Konami Digital Entertainment 0.45 0.47 0.17 0.18 1.27
WWE 2K15 PS4 2014 Sports Take-Two Interactive 0.39 0.57 0 0.19 1.15
Alien: Isolation PS4 2014 Shooter Sega 0.34 0.57 0.04 0.17 1.13
EA Sports UFC PS4 2014 Sports Electronic Arts 0.46 0.41 0.01 0.17 1.05
Rayman Legends PS4 2014 Platform Ubisoft 0.22 0.64 0 0.16 1.01
Lego Batman 3: Beyond Gotham PS4 2014 Action Warner Bros. Interactive Entertainment 0.37 0.4 0 0.15 0.93
Thief (2014) PS4 2014 Action Square Enix 0.28 0.38 0.03 0.13 0.82
Pro Evolution Soccer 2015 PS4 2014 Sports Konami Digital Entertainment 0.09 0.45 0.11 0.1 0.75
Final Fantasy XIV: A Realm Reborn PS4 2014 Role-Playing Square Enix 0.33 0.23 0.08 0.11 0.75
MLB 14: The Show PS4 2014 Sports Sony Computer Entertainment America 0.58 0 0 0.14 0.72
Sniper Elite 3 PS4 2014 Shooter 505 Games 0.24 0.34 0 0.11 0.68
The LEGO Movie Videogame PS4 2014 Action Warner Bros. Interactive Entertainment 0.24 0.31 0.01 0.11 0.67
Metro: Last Light PS4 2014 Action Deep Silver 0.22 0.3 0.04 0.1 0.66
Rocksmith 2014 PS4 2014 Misc Ubisoft 0.35 0.17 0 0.11 0.63
Disney Infinity 2.0: Marvel Super Heroes PS4 2014 Action Disney Interactive Studios 0.27 0.25 0 0.1 0.62
Plants vs. Zombies: Garden Warfare PS4 2014 Shooter Electronic Arts 0.21 0.29 0.01 0.1 0.61
LEGO The Hobbit PS4 2014 Action Warner Bros. Interactive Entertainment 0.13 0.38 0 0.09 0.6
NHL 15 PS4 2014 Sports Electronic Arts 0.31 0.19 0 0.1 0.6
The Amazing Spider-Man 2 (2014) PS4 2014 Action Activision 0.2 0.25 0.02 0.09 0.55
Lords of the Fallen PS4 2014 Role-Playing Square Enix 0.18 0.24 0.02 0.08 0.52
The Walking Dead: Season One PS4 2014 Adventure Telltale Games 0.12 0.25 0.02 0.07 0.46
Skylanders: Trap Team PS4 2014 Action Activision 0.19 0.18 0 0.07 0.44
Sleeping Dogs PS4 2014 Action Square Enix 0.16 0.2 0 0.07 0.43
Trials Fusion PS4 2014 Racing Ubisoft 0.13 0.22 0.01 0.07 0.42
Just Dance 2015 PS4 2014 Misc Ubisoft 0.19 0.13 0 0.07 0.39
Murdered: Soul Suspect PS4 2014 Action Square Enix 0.09 0.16 0.02 0.05 0.32
Dynasty Warriors 8: Xtreme Legends PS4 2014 Action Tecmo Koei 0.09 0.11 0.06 0.04 0.3
Sherlock Holmes: Crimes & Punishments PS4 2014 Adventure Focus Home Interactive 0.09 0.14 0 0.04 0.27
The Walking Dead: Season Two PS4 2014 Adventure Telltale Games 0.1 0.09 0.01 0.04 0.25
Onechanbara Z2: Chaos PS4 2014 Action Nippon Ichi Software 0.14 0.03 0.04 0.04 0.24
Samurai Warriors 4 PS4 2014 Action Tecmo Koei 0.08 0.07 0.06 0.03 0.24
NBA Live 15 PS4 2014 Sports Electronic Arts 0.16 0.04 0 0.04 0.23
Transformer: Rise of the Dark Spark PS4 2014 Action Activision 0.07 0.1 0.01 0.03 0.21
The Wolf Among Us PS4 2014 Adventure Telltale Games 0.1 0.07 0 0.04 0.21
Bound By Flame PS4 2014 Role-Playing Focus Home Interactive 0.08 0.09 0 0.03 0.19
Dynasty Warriors 8: Empires PS4 2014 Action Tecmo Koei 0.06 0.07 0.03 0.03 0.19
Singstar: Ultimate Party PS4 2014 Misc Sony Computer Entertainment Europe 0 0.16 0 0.03 0.19
Godzilla (2015) PS4 2014 Action Namco Bandai Games 0.11 0.03 0.02 0.03 0.19
MotoGP 14 PS4 2014 Racing Milestone S.r.l. 0.04 0.11 0 0.03 0.18
Guilty Gear Xrd: Sign PS4 2014 Fighting Arc System Works 0.1 0 0.04 0.02 0.16
Warriors Orochi 3 PS4 2014 Action Tecmo Koei 0.04 0.05 0.04 0.02 0.15
Yakuza: Ishin PS4 2014 Action Sega 0 0 0.15 0 0.15
Akiba's Trip: Undead & Undressed PS4 2014 Action Acquire 0.08 0 0.01 0.02 0.12
Natural Doctrine PS4 2014 Role-Playing Nippon Ichi Software 0.05 0.02 0.02 0.01 0.1
Lara Croft and the Temple of Osiris PS4 2014 Action Square Enix 0 0.07 0 0.01 0.09
The Golf Club PS4 2014 Sports Unknown 0.05 0.02 0 0.01 0.08
Terraria PS4 2014 Action 505 Games 0 0.05 0.01 0.01 0.07
Nobunaga no Yabou: Souzou PS4 2014 Strategy Tecmo Koei 0 0 0.06 0 0.06
Child of Light PS4 2014 Role-Playing Ubisoft 0 0.01 0.04 0 0.05
Nobunaga's Ambition: Sphere of Influence PS4 2014 Strategy Tecmo Koei 0.03 0 0 0.01 0.04
Infamous: First Light PS4 2014 Action Sony Computer Entertainment 0 0.03 0 0 0.03
Tour de France 2014 PS4 2014 Sports Focus Home Interactive 0 0.03 0 0 0.03
Omega Quintet PS4 2014 Role-Playing Compile Heart 0 0 0.02 0 0.02
Rabbids Invasion: The Interactive TV Show PS4 2014 Misc Ubisoft 0 0.01 0 0 0.02
FIFA 16 PS4 2015 Sports Electronic Arts 1.12 6.12 0.06 1.28 8.57
Fallout 4 PS4 2015 Role-Playing Bethesda Softworks 2.53 3.27 0.24 1.13 7.16
Uncharted: The Nathan Drake Collection PS4 2015 Action Sony Computer Entertainment 2.07 1.71 0.08 0.76 4.62
The Witcher 3: Wild Hunt PS4 2015 Role-Playing Namco Bandai Games 1.02 2.13 0.23 0.59 3.97
Batman: Arkham Knight PS4 2015 Action Warner Bros. Interactive Entertainment 1.53 1.69 0.1 0.64 3.95
NBA 2K16 PS4 2015 Sports Take-Two Interactive 2.49 0.66 0.03 0.69 3.88
Metal Gear Solid V: The Phantom Pain PS4 2015 Action Konami Digital Entertainment 1.09 1.36 0.49 0.48 3.41
Assassin's Creed Syndicate PS4 2015 Action Ubisoft 0.81 1.99 0.07 0.52 3.39
Madden NFL 16 PS4 2015 Sports Electronic Arts 2.34 0.3 0 0.6 3.24
Mortal Kombat X PS4 2015 Fighting Warner Bros. Interactive Entertainment 1.5 0.8 0 0.48 2.78
Bloodborne PS4 2015 Action Sony Computer Entertainment 1.03 0.81 0.26 0.38 2.48
Need for Speed (2015) PS4 2015 Racing Electronic Arts 0.5 1.5 0.05 0.37 2.43
Tom Clancy's Rainbow Six: Siege PS4 2015 Shooter Ubisoft 0.55 1.19 0.14 0.33 2.21
Battlefield: Hardline PS4 2015 Shooter Electronic Arts 0.71 0.94 0.14 0.32 2.1
Dying Light PS4 2015 Action Warner Bros. Interactive Entertainment 0.96 0.67 0.12 0.34 2.09
Destiny: The Taken King PS4 2015 Shooter Activision 0.78 0.79 0.04 0.31 1.93
Just Cause 3 PS4 2015 Action Square Enix 0.47 1.03 0.07 0.28 1.86
The Elder Scrolls Online PS4 2015 Role-Playing Bethesda Softworks 0.67 0.79 0 0.29 1.75
The Order: 1886 PS4 2015 Shooter Sony Computer Entertainment 0.61 0.78 0.06 0.27 1.74
Until Dawn PS4 2015 Adventure Sony Computer Entertainment Europe 0.45 0.9 0.05 0.26 1.66
WWE 2K16 PS4 2015 Sports Take-Two Interactive 0.41 0.6 0 0.2 1.21
Mad Max (2015) PS4 2015 Action Warner Bros. Interactive Entertainment 0.36 0.59 0.04 0.18 1.17
Dragon Ball: XenoVerse PS4 2015 Fighting Namco Bandai Games 0.3 0.52 0.12 0.16 1.11
Project CARS PS4 2015 Racing Slightly Mad Studios 0.2 0.7 0.02 0.16 1.09
Final Fantasy Type-0 PS4 2015 Role-Playing Square Enix 0.37 0.32 0.15 0.14 0.98
Evolve PS4 2015 Shooter Take-Two Interactive 0.36 0.41 0.05 0.15 0.96
MLB 15: The Show PS4 2015 Sports Sony Computer Entertainment 0.68 0.08 0 0.17 0.92
LEGO Jurassic World PS4 2015 Action Warner Bros. Interactive Entertainment 0.32 0.42 0.02 0.14 0.9
Borderlands: The Handsome Collection PS4 2015 Shooter Take-Two Interactive 0.38 0.33 0.03 0.14 0.88
Guitar Hero Live PS4 2015 Misc Activision 0.34 0.38 0 0.14 0.86
Pro Evolution Soccer 2016 PS4 2015 Sports Konami Digital Entertainment 0.13 0.42 0.13 0.1 0.79
Final Fantasy X/X-2 HD Remaster PS4 2015 Role-Playing Square Enix 0.29 0.27 0.06 0.11 0.74
Dragon Quest Heroes: The World's Tree Woe and the Blight Below PS4 2015 Action Square Enix 0.17 0.13 0.37 0.06 0.74
LEGO Dimensions PS4 2015 Action Warner Bros. Interactive Entertainment 0.24 0.37 0 0.12 0.73
Disney Infinity 3.0 PS4 2015 Action Disney Interactive Studios 0.24 0.37 0 0.12 0.72
Minecraft: Story Mode PS4 2015 Adventure Mojang 0.25 0.33 0 0.11 0.69
F1 2015 PS4 2015 Racing Codemasters 0.09 0.45 0.03 0.1 0.66
God of War III PS4 2015 Action Sony Computer Entertainment 0.24 0.29 0.01 0.1 0.65
NHL 16 PS4 2015 Sports Electronic Arts 0.36 0.16 0 0.11 0.63
Dark Souls II PS4 2015 Role-Playing Namco Bandai Games 0.21 0.23 0.08 0.09 0.6
Resident Evil: Revelations 2 PS4 2015 Action Capcom 0.13 0.24 0.1 0.07 0.55
Rory McIlroy PGA Tour PS4 2015 Action Electronic Arts 0.18 0.25 0 0.08 0.52
One Piece: Pirate Warriors 3 PS4 2015 Action Namco Bandai Games 0.09 0.22 0.1 0.06 0.46
Wolfenstein: The Old Blood PS4 2015 Action Bethesda Softworks 0.1 0.25 0.02 0.06 0.43
Tales of Zestiria PS4 2015 Role-Playing Namco Bandai Games 0.17 0.15 0.02 0.06 0.4
Saints Row IV PS4 2015 Action Deep Silver 0.13 0.18 0.03 0.06 0.39
Dishonored PS4 2015 Action Bethesda Softworks 0.12 0.2 0.02 0.06 0.39
Rock Band 4 PS4 2015 Misc Harmonix Music Systems 0.26 0.05 0 0.07 0.38
Just Dance 2016 PS4 2015 Misc Ubisoft 0.17 0.13 0 0.06 0.36
Farming Simulator 2015 PS4 2015 Simulation Koch Media 0.1 0.2 0 0.06 0.35
Dead or Alive 5 PS4 2015 Fighting Tecmo Koei 0.09 0.13 0.08 0.04 0.34
Tropico 5 PS4 2015 Simulation Kalypso Media 0.06 0.16 0.06 0.04 0.31
Skylanders: SuperChargers PS4 2015 Action Activision 0.17 0.08 0 0.05 0.31
DmC: Devil May Cry PS4 2015 Action Capcom 0.12 0.13 0 0.05 0.31
Deadpool PS4 2015 Action Activision 0.14 0.11 0 0.05 0.29
Disgaea 5: Alliance of Vengeance PS4 2015 Role-Playing Nippon Ichi Software 0.11 0.08 0.06 0.04 0.29
Divinity: Original Sin PS4 2015 Role-Playing Focus Home Interactive 0.1 0.12 0.02 0.04 0.28
Payday 2 PS4 2015 Shooter 505 Games 0.1 0.14 0 0.05 0.28
Tearaway Unfolded PS4 2015 Platform Sony Computer Entertainment 0.09 0.13 0 0.04 0.26
J Stars Victory Vs. PS4 2015 Fighting Namco Bandai Games 0.08 0.14 0 0.04 0.26
Sword Art Online: Lost Song PS4 2015 Role-Playing Namco Bandai Games 0.1 0.11 0 0.04 0.25
Transformers: Devastation PS4 2015 Action Activision 0.1 0.09 0 0.04 0.23
Darksiders II PS4 2015 Action Nordic Games 0.09 0.1 0 0.04 0.22
Ride PS4 2015 Racing Milestone S.r.l. 0.04 0.13 0.03 0.03 0.22
Tony Hawk's Pro Skater 5 PS4 2015 Sports Activision 0.09 0.08 0 0.03 0.21
Zombie Army Trilogy PS4 2015 Shooter Rebellion Developments 0.05 0.12 0 0.03 0.2
Saint Seiya: Soldiers' Soul PS4 2015 Fighting Namco Bandai Games 0 0.12 0.04 0.02 0.18
Senran Kagura: Estival Versus PS4 2015 Action Marvelous Interactive 0.08 0 0.08 0.02 0.18
Back to the Future: The Game PS4 2015 Adventure Telltale Games 0.1 0.05 0 0.03 0.18
NBA Live 16 PS4 2015 Sports Electronic Arts 0.1 0.04 0 0.03 0.18
Yakuza Zero: The Place of Oath PS4 2015 Action Sega 0 0 0.17 0 0.17
MotoGP 15 PS4 2015 Racing Milestone S.r.l. 0 0.12 0.03 0.02 0.17
Toukiden Kiwami PS4 2015 Action Tecmo Koei 0.05 0.07 0.02 0.02 0.17
Bladestorm: Nightmare PS4 2015 Action Tecmo Koei 0.08 0.04 0.03 0.02 0.17
BlazBlue: Chrono Phantasma Extend PS4 2015 Action PQube 0.07 0.03 0.02 0.02 0.14
Brothers: A Tale of Two Sons PS4 2015 Adventure 505 Games 0.03 0.08 0 0.02 0.14
Gravity Rush Remastered PS4 2015 Action Sony Computer Entertainment 0.02 0.05 0.04 0.01 0.13
Final Fantasy XIV: Heavensward PS4 2015 Action Square Enix 0 0.06 0.06 0.01 0.13
Don Bradman Cricket 14 PS4 2015 Sports Tru Blu Entertainment 0.01 0.09 0 0.02 0.12
Atelier Sophie: The Alchemist of the Mysterious Book PS4 2015 Role-Playing Tecmo Koei 0.03 0.02 0.06 0.01 0.12
Sword Art Online: Hollow Fragment PS4 2015 Role-Playing Namco Bandai Games 0 0.1 0 0.02 0.12
Samurai Warriors 4-II PS4 2015 Action Tecmo Koei 0.03 0.02 0.06 0.01 0.12
Rugby 15 PS4 2015 Sports Bigben Interactive 0.04 0.06 0 0.02 0.11
Wasteland 2 PS4 2015 Role-Playing Deep Silver 0.08 0 0.02 0.02 0.11
God Eater 2: Rage Burst PS4 2015 Role-Playing Namco Bandai Games 0 0.01 0.09 0 0.11
Earth Defense Force 2025.1: The Shadow of New Despair PS4 2015 Action D3Publisher 0 0 0.1 0 0.1
Ultra Street Fighter IV PS4 2015 Fighting Capcom 0 0.08 0 0.01 0.1
The Crew: Wild Run PS4 2015 Action Ubisoft 0 0.08 0 0.01 0.1
Samurai Warriors 4: Empires PS4 2015 Action Tecmo Koei 0.02 0.01 0.06 0.01 0.1
Devil May Cry 4 PS4 2015 Action Capcom 0.01 0 0.08 0 0.09
Adventure Time: Finn & Jake Investigations PS4 2015 Action Little Orbit 0.03 0.05 0 0.02 0.09
Arslan: The Warriors of Legend PS4 2015 Action Tecmo Koei 0.03 0.01 0.04 0.01 0.09
The Witch and the Hundred Knight PS4 2015 Role-Playing Nippon Ichi Software 0.02 0.01 0.05 0.01 0.09
God Eater Resurrection PS4 2015 Action Namco Bandai Games 0 0 0.08 0 0.08
Shovel Knight PS4 2015 Platform Yacht Club Games 0.03 0.03 0 0.01 0.08
Dragon's Dogma Online PS4 2015 Role-Playing Capcom 0 0 0.08 0 0.08
Yoru no Nai Kuni PS4 2015 Role-Playing Tecmo Koei 0 0 0.08 0 0.08
Romance of the Three Kingdoms 13 PS4 2015 Action Tecmo Koei 0.02 0 0.05 0.01 0.08
Grand Ages: Medieval PS4 2015 Strategy Kalypso Media 0 0.05 0.02 0.01 0.07
Toy Soldiers: War Chest PS4 2015 Action Ubisoft 0.06 0 0 0.01 0.07
Fairy Fencer F: Advent Dark Force PS4 2015 Role-Playing Idea Factory International 0.02 0 0.05 0 0.07
Grand Kingdom PS4 2015 Role-Playing Nippon Ichi Software 0.03 0 0.03 0.01 0.07
Legend of Kay PS4 2015 Action Nordic Games 0.02 0.03 0 0.01 0.07
The Book of Unwritten Tales 2 PS4 2015 Adventure Nordic Games 0 0.06 0 0.01 0.07
Broken Sword 5: The Serpent's Curse PS4 2015 Adventure Revolution Software 0 0.06 0 0.01 0.07
Nights of Azure PS4 2015 Action Tecmo Koei 0.03 0.02 0 0.01 0.06
Risen 3: Titan Lords PS4 2015 Role-Playing Deep Silver 0 0.05 0 0.01 0.06
Earth Defense Force 4.1: The Shadow of New Despair PS4 2015 Shooter Xseed Games 0.03 0.02 0 0.01 0.06
Utawarerumono: Itsuwari no Kamen PS4 2015 Adventure Aqua Plus 0 0 0.06 0 0.06
MX vs. ATV Supercross Encore PS4 2015 Sports Nordic Games 0 0.05 0 0.01 0.06
Rugby World Cup 2015 PS4 2015 Sports Ubisoft 0 0.05 0 0.01 0.06
Handball 16 PS4 2015 Sports Bigben Interactive 0 0.05 0 0.01 0.06
Arcania: Gothic 4 PS4 2015 Role-Playing Nordic Games 0.04 0 0 0.01 0.05
WRC 5: FIA World Rally Championship PS4 2015 Sports Bigben Interactive 0 0.05 0 0.01 0.05
Game of Thrones (Telltale) PS4 2015 Adventure Telltale Games 0.04 0 0 0.01 0.05
Steins;Gate 0 PS4 2015 Adventure PQube 0 0 0.05 0 0.05
Sengoku Basara 4: Sumeragi PS4 2015 Action Capcom 0 0 0.05 0 0.05
Sword Art Online: Game Director's Edition PS4 2015 Role-Playing Namco Bandai Games 0 0 0.05 0 0.05
Saints Row: Gat out of Hell PS4 2015 Action Deep Silver 0 0.04 0 0.01 0.05
Nitroplus Blasterz: Heroines Infinite Duel PS4 2015 Fighting Marvelous Interactive 0.01 0 0.02 0 0.04
Hyperdimension Neptunia Victory II PS4 2015 Role-Playing Idea Factory International 0 0 0.04 0 0.04
Exist Archive: The Other Side of the Sky PS4 2015 Role-Playing Aksys Games 0.01 0 0.03 0 0.04
Assassin's Creed Chronicles: China PS4 2015 Action Ubisoft 0 0.03 0 0.01 0.04
JoJo's Bizarre Adventure: Eyes of Heaven PS4 2015 Fighting Namco Bandai Games 0 0 0.03 0 0.03
Let's Sing 2016 PS4 2015 Action FuRyu Corporation 0.03 0 0 0.01 0.03
The Talos Principle PS4 2015 Puzzle Devolver Digital 0 0.02 0 0 0.03
God Eater Off Shot: Lindow-hen Twin Pack & Animation Vol. 2 PS4 2015 Misc Namco Bandai Games 0 0 0.03 0 0.03
The Peanuts Movie: Snoopy's Grand Adventure PS4 2015 Action Activision 0 0.02 0 0 0.03
Legend of Kay Anniversary PS4 2015 Action Nordic Games 0 0.02 0 0 0.03
Blade Arcus from Shining EX PS4 2015 Fighting Sega 0 0 0.02 0 0.02
Rugby League Live 3 PS4 2015 Action Tru Blu Entertainment 0 0.02 0 0 0.02
Natsuiro High School: Seishun Hakusho PS4 2015 Action D3Publisher 0 0 0.02 0 0.02
FIFA 17 PS4 2016 Sports Electronic Arts 0.66 5.75 0.08 1.11 7.59
Uncharted 4: A Thief's End PS4 2016 Shooter Sony Computer Entertainment 1.85 2.5 0.19 0.85 5.38
Call of Duty: Infinite Warfare PS4 2016 Shooter Activision 1.61 2 0.15 0.71 4.46
Battlefield 1 PS4 2016 Shooter Electronic Arts 1.1 2.15 0.21 0.61 4.08
Tom Clancy's The Division PS4 2016 Shooter Ubisoft 1.35 1.7 0.15 0.6 3.8
Far Cry: Primal PS4 2016 Action Ubisoft 0.6 1.25 0.06 0.35 2.26
Overwatch PS4 2016 Shooter Activision 0.81 0.85 0.15 0.33 2.14
NBA 2K17 PS4 2016 Sports Take-Two Interactive 1.25 0.27 0.02 0.34 1.88
Mafia III PS4 2016 Action Take-Two Interactive 0.42 1.08 0.03 0.28 1.81
Madden NFL 17 PS4 2016 Sports Electronic Arts 1.25 0.17 0 0.32 1.75
No Man's Sky PS4 2016 Action Hello Games 0.63 0.76 0.03 0.27 1.7
Dark Souls III PS4 2016 Role-Playing Namco Bandai Games 0.65 0.45 0.34 0.22 1.65
Ratchet & Clank (2016) PS4 2016 Platform Sony Computer Entertainment 0.5 0.76 0.04 0.24 1.54
Doom (2016) PS4 2016 Shooter Bethesda Softworks 0.54 0.69 0.02 0.24 1.49
The Elder Scrolls V: Skyrim PS4 2016 Role-Playing Bethesda Softworks 0.48 0.59 0.04 0.21 1.33
Naruto Shippuden: Ultimate Ninja Storm 4 PS4 2016 Fighting Namco Bandai Games 0.41 0.45 0.11 0.17 1.14
Watch Dogs 2 PS4 2016 Action Ubisoft 0.37 0.58 0 0.18 1.13
Rise of the Tomb Raider PS4 2016 Adventure Square Enix 0.23 0.53 0.04 0.14 0.94
EA Sports UFC 2 PS4 2016 Sports Electronic Arts 0.29 0.49 0 0.15 0.93
Street Fighter V PS4 2016 Fighting Capcom 0.4 0.28 0.08 0.14 0.9
MLB 16: The Show PS4 2016 Action Sony Computer Entertainment 0.72 0 0 0.17 0.89
Titanfall 2 PS4 2016 Shooter Electronic Arts 0.34 0.25 0.05 0.12 0.75
LEGO Marvel's Avengers PS4 2016 Action Warner Bros. Interactive Entertainment 0.26 0.35 0 0.12 0.73
Dragon Ball: Xenoverse 2 PS4 2016 Action Namco Bandai Games 0.24 0.27 0.09 0.1 0.71
Lego Star Wars: The Force Awakens PS4 2016 Action Warner Bros. Interactive Entertainment 0.16 0.43 0.01 0.11 0.7
Dishonored 2 PS4 2016 Action Bethesda Softworks 0.22 0.32 0 0.1 0.64
WWE 2K17 PS4 2016 Sports Take-Two Interactive 0.17 0.34 0 0.09 0.6
Plants vs. Zombies: Garden Warfare 2 PS4 2016 Shooter Electronic Arts 0.2 0.21 0 0.08 0.49
Pro Evolution Soccer 2017 PS4 2016 Sports Konami Digital Entertainment 0.02 0.27 0.11 0.05 0.45
Farming Simulator 17 PS4 2016 Simulation Focus Home Interactive 0.05 0.31 0 0.06 0.41
Dragon Quest Builders: Revive Alefgard PS4 2016 Role-Playing Square Enix 0.04 0.11 0.22 0.03 0.4
Life is Strange PS4 2016 Adventure Square Enix 0.15 0.15 0.03 0.06 0.4
Until Dawn: Rush of Blood PS4 2016 Adventure Sony Computer Entertainment 0.18 0.15 0 0.07 0.39
F1 2016 (Codemasters) PS4 2016 Racing Codemasters 0.03 0.29 0.01 0.05 0.39
Deus Ex: Mankind Divided PS4 2016 Role-Playing Square Enix 0.11 0.21 0 0.06 0.38
Resident Evil Zero PS4 2016 Action Capcom 0.1 0.17 0.05 0.05 0.37
Persona 5 PS4 2016 Role-Playing Atlus 0 0 0.37 0 0.37
BioShock The Collection PS4 2016 Shooter Take-Two Interactive 0.1 0.19 0.02 0.06 0.37
Rocket League PS4 2016 Sports 505 Games 0.03 0.28 0 0.05 0.37
DiRT Rally PS4 2016 Racing Codemasters 0.04 0.27 0 0.05 0.37
Homefront: The Revolution PS4 2016 Shooter Deep Silver 0.06 0.21 0.03 0.05 0.35
One Piece: Burning Blood PS4 2016 Fighting Namco Bandai Games 0.11 0.13 0.07 0.05 0.35
Mirror's Edge Catalyst PS4 2016 Platform Electronic Arts 0.11 0.16 0.02 0.05 0.35
TrackMania Turbo PS4 2016 Action Ubisoft 0.03 0.26 0 0.05 0.35
World of Final Fantasy PS4 2016 Role-Playing Square Enix 0.08 0.14 0.08 0.04 0.33
NHL 17 PS4 2016 Sports Electronic Arts 0.19 0.08 0 0.06 0.33
Star Ocean 5: Integrity and Faithlessness PS4 2016 Role-Playing Square Enix 0.07 0.09 0.15 0.03 0.33
Batman: Arkham VR PS4 2016 Action Warner Bros. Interactive Entertainment 0.25 0 0 0.06 0.3
UEFA Euro 2016 PS4 2016 Sports Konami Digital Entertainment 0 0.22 0.04 0.04 0.29
Dragon Quest Heroes II: Twin Kings and the Prophecy's End PS4 2016 Action Square Enix 0 0 0.28 0 0.28
Attack on Titan (KOEI) PS4 2016 Action Tecmo Koei 0.04 0.11 0.11 0.03 0.28
Batman: Return to Arkham PS4 2016 Action Warner Bros. Interactive Entertainment 0.07 0.16 0 0.04 0.26
Battleborn PS4 2016 Shooter Take-Two Interactive 0.12 0.08 0.02 0.04 0.26
PlayStation VR Worlds PS4 2016 Misc Sony Computer Entertainment 0.06 0.14 0.02 0.04 0.25
Destiny: The Collection PS4 2016 Shooter Activision 0.05 0.15 0 0.04 0.24
Tales of Berseria PS4 2016 Role-Playing Namco Bandai Games 0 0 0.23 0 0.23
Assassin's Creed The Ezio Collection PS4 2016 Action Ubisoft 0.04 0.13 0 0.03 0.2
Valkyria Chronicles PS4 2016 Role-Playing Sega 0.07 0.05 0.05 0.03 0.2
The Heavy Rain and Beyond: Two Souls Collection PS4 2016 Action Sony Computer Entertainment 0 0.17 0 0.03 0.2
Odin Sphere: Leifthrasir PS4 2016 Role-Playing Nippon Ichi Software 0.07 0.04 0.07 0.02 0.2
Sword Art Online: Hollow Realization PS4 2016 Role-Playing Namco Bandai Games 0.06 0.02 0.1 0.02 0.19
Jikkyou Powerful Pro Baseball 2016 PS4 2016 Sports Konami Digital Entertainment 0 0 0.17 0 0.17
Yakuza Kiwami PS4 2016 Adventure Sega 0 0 0.16 0 0.16
The King of Fighters XIV PS4 2016 Fighting Deep Silver 0.07 0.02 0.04 0.02 0.15
LEGO Harry Potter Collection PS4 2016 Action Warner Bros. Interactive Entertainment 0.01 0.11 0 0.02 0.15
Skylanders Imaginators PS4 2016 Platform Activision 0.04 0.08 0 0.02 0.14
XCOM 2 PS4 2016 Strategy Take-Two Interactive 0.04 0.08 0 0.02 0.14
7 Days to Die PS4 2016 Action Telltale Games 0.04 0.08 0 0.02 0.14
Dead Island Definitive Collection PS4 2016 Action Deep Silver 0.03 0.07 0.01 0.02 0.14
Robinson: The Journey PS4 2016 Action Crytek 0.06 0.03 0 0.02 0.12
Digimon Story: Cyber Sleuth PS4 2016 Role-Playing Namco Bandai Games 0 0.1 0 0.02 0.11
RIGS: Mechanized Combat League PS4 2016 Action Sony Computer Entertainment 0.03 0.05 0.01 0.02 0.11
Fate/Extella: The Umbral Star PS4 2016 Action PQube 0 0 0.11 0 0.11
EVE: Valkyrie PS4 2016 Shooter CCP 0.03 0.05 0 0.02 0.1
The Idolmaster: Platinum Stars PS4 2016 Simulation Namco Bandai Games 0 0 0.1 0 0.1
Gundam Breaker 3 PS4 2016 Action Namco Bandai Games 0 0 0.1 0 0.1
Super Robot Wars OG: The Moon Dwellers PS4 2016 Misc Namco Bandai Games 0 0 0.09 0 0.09
Teenage Mutant Ninja Turtles: Mutants in Manhattan PS4 2016 Action Activision 0.05 0.02 0 0.02 0.09
MXGP 2 PS4 2016 Racing Milestone S.r.l. 0.02 0.05 0 0.01 0.09
DriveClub VR PS4 2016 Racing Sony Computer Entertainment 0.03 0.05 0 0.01 0.09
Batman: A Telltale Game Series PS4 2016 Adventure Telltale Games 0.03 0.05 0 0.01 0.09
Assassin's Creed Chronicles PS4 2016 Action Ubisoft 0.01 0.05 0.01 0.01 0.09
Toukiden 2 PS4 2016 Action Tecmo Koei 0 0 0.08 0 0.08
SD Gundam G Generation Genesis PS4 2016 Strategy Namco Bandai Games 0 0 0.08 0 0.08
BlazBlue Central Fiction PS4 2016 Fighting PQube 0.04 0 0.03 0.01 0.08
Guilty Gear Xrd -Revelator- PS4 2016 Fighting PQube 0.03 0 0.05 0.01 0.08
Mega Man Legacy Collection PS4 2016 Platform Capcom 0.07 0 0 0.02 0.08
Pro Cycling Manager 2016 PS4 2016 Sports Focus Home Interactive 0 0.07 0 0.01 0.08
Resident Evil 6 PS4 2016 Shooter Capcom 0.06 0 0 0.01 0.08
Song of the Deep PS4 2016 Action Insomniac Games 0.06 0 0 0.01 0.08
Valentino Rossi: The Game PS4 2016 Racing Namco Bandai Games 0.01 0.05 0 0.01 0.08
Eagle Flight PS4 2016 Adventure Ubisoft 0.01 0.05 0 0.01 0.07
Assetto Corsa PS4 2016 Racing 505 Games 0 0.05 0 0.01 0.06
The Technomancer PS4 2016 Role-Playing Focus Home Interactive 0.02 0.04 0 0.01 0.06
Project Setsuna PS4 2016 Role-Playing Square Enix 0 0 0.06 0 0.06
Kamen Rider: Battride War Genesis PS4 2016 Action Namco Bandai Games 0 0 0.06 0 0.06
ZombiU PS4 2016 Action Ubisoft 0 0.04 0.01 0.01 0.06
Nobunaga's Ambition: Sphere of Influence - Sengoku Risshiden PS4 2016 Misc Tecmo Koei 0.01 0 0.05 0 0.06
Ghostbusters (2016) PS4 2016 Action Activision 0.04 0 0 0.01 0.05
Mighty No. 9 PS4 2016 Platform Deep Silver 0.04 0 0 0.01 0.05
Dead or Alive Xtreme 3: Fortune PS4 2016 Sports Tecmo Koei 0 0 0.05 0 0.05
Killing Floor 2 PS4 2016 Shooter Tripwire Interactive 0.03 0.01 0 0.01 0.05
Utawarerumono: Futari no Hakuoro PS4 2016 Misc Aqua Plus 0 0 0.05 0 0.05
Hatsune Miku: Project Diva X PS4 2016 Misc Sega 0.02 0 0.02 0 0.05
Resident Evil 4 HD PS4 2016 Shooter Capcom 0.04 0 0 0.01 0.05
NASCAR Heat Evolution PS4 2016 Racing Dusenberry Martin Racing 0.04 0 0 0.01 0.05
Ride 2 PS4 2016 Racing Milestone S.r.l 0 0.04 0 0.01 0.05
Hitman (2016) PS4 2016 Action Square Enix 0 0.04 0 0.01 0.05
Sébastien Loeb Rally Evo PS4 2016 Racing Milestone S.r.l 0 0.04 0 0.01 0.04
Battlezone PS4 2016 Action Rebellion Developments 0.02 0.02 0 0.01 0.04
Rugby Challenge 3 PS4 2016 Sports Alternative Software 0 0.04 0 0.01 0.04
Psycho-Pass: Mandatory Happiness PS4 2016 Adventure Nippon Ichi Software 0.03 0 0 0.01 0.04
Dead Rising PS4 2016 Action Capcom 0.02 0 0.01 0.01 0.04
Berserk and the Band of the Hawk PS4 2016 Action Tecmo Koei 0 0 0.04 0 0.04
Metal Gear Solid V: The Definitive Experience PS4 2016 Action Konami Digital Entertainment 0.01 0.02 0.01 0 0.04
Warhammer: The End Times - Vermintide PS4 2016 Action Games Workshop 0.01 0.02 0 0.01 0.04
Sengoku Basara: Sanada Yukimura-Den PS4 2016 Action Capcom 0 0 0.03 0 0.03
Duke Nukem 3D: 20th Anniversary World Tour PS4 2016 Shooter Gearbox Software 0.03 0 0 0.01 0.03
Atelier Firis: The Alchemist of the Mysterious Journey PS4 2016 Role-Playing Tecmo Koei 0 0 0.03 0 0.03
Just Dance 2017 PS4 2016 Misc Ubisoft 0.02 0 0 0.01 0.03
Summon Night 6: Lost Borders PS4 2016 Action Namco Bandai Games 0 0 0.03 0 0.03
Tokyo Xanadu eX+ PS4 2016 Role-Playing Nihon Falcom Corporation 0 0 0.03 0 0.03
Prison Architect PS4 2016 Action Introversion Software 0.01 0.01 0 0.01 0.03
Worms: WMD PS4 2016 Action Sold Out 0.01 0.02 0 0 0.03
Samurai Warriors: Sanada Maru PS4 2016 Action Tecmo Koei 0 0 0.03 0 0.03
Loading Human PS4 2016 Adventure FuRyu Corporation 0.01 0.01 0 0 0.03
Dead Rising 2 PS4 2016 Action Capcom 0.01 0 0.01 0 0.03
Resident Evil 5 HD PS4 2016 Action Capcom 0.02 0 0 0.01 0.03
Aegis of Earth: Protonovus Assault PS4 2016 Action PQube 0.02 0 0 0 0.03
Agatha Christie's The ABC Murders PS4 2016 Adventure Microids 0.01 0.01 0 0 0.03
Atari Flashback Classics: Volume 1 PS4 2016 Misc Atari 0.02 0 0 0 0.03
Assault Suit Leynos PS4 2016 Shooter Rising Star Games 0.02 0 0 0 0.02
Atari Flashback Classics: Volume 2 PS4 2016 Misc Atari 0.02 0 0 0 0.02
Here They Lie PS4 2016 Adventure Sony Computer Entertainment 0 0.02 0 0 0.02
Resident Evil: Umbrella Corps PS4 2016 Action Capcom 0 0 0.02 0 0.02
Anima - Gate of Memories PS4 2016 Action Avanquest 0 0.02 0 0 0.02
Dino Dini's Kick Off Revival PS4 2016 Sports Avanquest 0 0.02 0 0 0.02
Black Rose Valkyrie PS4 2016 Role-Playing Idea Factory 0 0 0.02 0 0.02
Touhou Genso Rondo: Bullet Ballet PS4 2016 Shooter Nippon Ichi Software 0.02 0 0 0 0.02
Paragon PS4 2016 Action Epic Games 0.02 0 0 0 0.02
Darksiders: Warmastered Edition PS4 2016 Action Nordic Games 0.02 0 0 0 0.02
Winning Post 8 2016 PS4 2016 Simulation Tecmo Koei 0 0 0.02 0 0.02
Prototype: Biohazard Bundle PS4 2016 Action Activision 0.01 0 0 0 0.02
This War of Mine PS4 2016 Action Deep Silver 0 0.01 0 0 0.02
Koihime Enbu PS4 2016 Fighting Yeti 0 0 0.02 0 0.02
Dynasty Warriors: Eiketsuden PS4 2016 Action Tecmo Koei 0 0 0.02 0 0.02
Mark McMorris Infinite Air PS4 2016 Sports FuRyu Corporation 0.01 0 0 0 0.02
Rocksmith 2014 Edition Remastered PS4 2016 Misc Ubisoft 0.01 0 0 0 0.02
Republique PS4 2016 Action Nippon Ichi Software 0 0.01 0.01 0 0.01
Super Stardust Ultra VR PS4 2016 Shooter Sony Computer Entertainment 0 0.01 0 0 0.01
Super Dungeon Bros PS4 2016 Action Nordic Games 0.01 0 0 0 0.01
God Eater Off Shot: Tachibana Sakuya-hen Twin Pack & Animation Vol.7 PS4 2016 Action Namco Bandai Games 0 0 0.01 0 0.01
Sherlock Holmes: The Devil's Daughter PS4 2016 Adventure Bigben Interactive 0.01 0 0 0 0.01
Root Letter PS4 2016 Adventure PQube 0 0 0.01 0 0.01
Shin Hayarigami 2 PS4 2016 Adventure Nippon Ichi Software 0 0 0.01 0 0.01
Dungeons 2 PS4 2016 Role-Playing Kalypso Media 0.01 0 0 0 0.01
Carmageddon: Max Damage PS4 2016 Action Stainless Games 0.01 0 0 0 0.01
Farming 2017 - The Simulation PS4 2016 Simulation UIG Entertainment 0 0.01 0 0 0.01
Final Fantasy XV PS4 2016 Role-Playing Square Enix 1.81 1.53 1.05 0.68 5.07
Phantasy Star Online 2 Episode 4: Deluxe Package PS4 2017 Role-Playing Sega 0 0 0.04 0 0.04
Persona 5 PS4 2017 Role-Playing Atlus 0.62 0.34 0.48 0.2 1.64
Far Cry 5 PS4 2018 Action Ubisoft 1.44 1.73 0.15 0.62 3.95
Shadow of the Colossus PS4 2018 Adventure Sony Interactive Entertainment 0.44 0.52 0.05 0.19 1.2
Astro Bot Rescue Mission PS4 2018 Platform Sony Interactive Entertainment 0.22 0.36 0.02 0.11 0.71
Valkyria Chronicles 4 PS4 2018 Role-Playing Sega 0.1 0.03 0.08 0.03 0.25
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