Evidence
Osvaldo López A01285699
Evidence
library(readxl)
library(openxlsx)
library(ggplot2)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionUse a theme
Save the database in a variable named “Evi”
Evi= read.xlsx("videogamesales.xlsx")- Are there NA’s(missing values)?? Omit the rows with them
apply(is.na(Evi), 2, sum)>=1## Rank Name Platform Year Genre Publisher
## FALSE TRUE FALSE TRUE FALSE FALSE
## NA_Sales EU_Sales JP_Sales Other_Sales Global_Sales
## FALSE FALSE FALSE FALSE FALSEEvi <- Evi[!is.na(Evi$Name),]
Evi <- Evi[!is.na(Evi$Year),]apply(is.na(Evi), 2, sum)>=1## Rank Name Platform Year Genre Publisher
## FALSE FALSE FALSE FALSE FALSE FALSE
## NA_Sales EU_Sales JP_Sales Other_Sales Global_Sales
## FALSE FALSE FALSE FALSE FALSE- Which Genre has more games? Use a R function
dfGenre = data.frame(Evi$Genre)
names(which(table(dfGenre) == max(table(dfGenre))))## [1] "Action"- Show which Publisher has more games with a graph
Num_Publisher = Evi %>%
group_by(Publisher) %>%
summarize(Numero_de_publisher = n())
Publisher_Filtrado= filter(Num_Publisher, Numero_de_publisher>25 )
ggplot2::ggplot(data = Publisher_Filtrado, mapping = aes(x= Numero_de_publisher,y = Publisher))+
geom_col(color ="black", fill ="green") + theme_classic()
- Use a different type of graph to show something else useful in the database
Evi_Sony = Evi %>%
mutate(Publisher = ifelse(Publisher == "Sony Computer Entertainment", "Sony", Publisher))
Evi_filtrado= filter(Evi_Sony, Global_Sales>10)
ggplot2::ggplot(data = Evi_filtrado, mapping = aes(x =Global_Sales , y=Publisher))+
geom_boxplot(fill="blue")+
labs(title ="Distribución del promedio de ventas globales de los Publisher lideres")
- Compare the means of Nintendo sales in NA, Japan and EU
VentasNintendo= Evi %>%
filter(Publisher== "Nintendo") %>% select(NA_Sales,JP_Sales,EU_Sales,Other_Sales,Global_Sales)
Prom_Na = mean(VentasNintendo$NA_Sales)
Prom_JP = mean(VentasNintendo$JP_Sales)
Prom_EU = mean(VentasNintendo$EU_Sales)
cat("El promedio de ventas de Nintendo en NA es", Prom_Na, ",en Japon de", Prom_JP, "y de Estados Unidos es", Prom_EU)## El promedio de ventas de Nintendo en NA es 3.110804 ,en Japon de 1.551964 y de Estados Unidos es 1.651205- Add a new column named “Dummy”, if “NA_sales” is greater than 5, then Dummy should be equal to 0, if it’s not then it should be equal to 1
DummyEvi = Evi %>%
mutate(Dummy = ifelse(NA_Sales > 5, 0, 1))
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## Name
## 1 Wii Sports
## 2 Super Mario Bros.
## 3 Mario Kart Wii
## 4 Wii Sports Resort
## 5 Pokemon Red/Pokemon Blue
## 6 Tetris
## 7 New Super Mario Bros.
## 8 Wii Play
## 9 New Super Mario Bros. Wii
## 10 Duck Hunt
## 11 Nintendogs
## 12 Mario Kart DS
## 13 Pokemon Gold/Pokemon Silver
## 14 Wii Fit
## 15 Wii Fit Plus
## 16 Kinect Adventures!
## 17 Grand Theft Auto V
## 18 Grand Theft Auto: San Andreas
## 19 Super Mario World
## 20 Brain Age: Train Your Brain in Minutes a Day
## 21 Pokemon Diamond/Pokemon Pearl
## 22 Super Mario Land
## 23 Super Mario Bros. 3
## 24 Grand Theft Auto V
## 25 Grand Theft Auto: Vice City
## 26 Pokemon Ruby/Pokemon Sapphire
## 27 Pokemon Black/Pokemon White
## 28 Brain Age 2: More Training in Minutes a Day
## 29 Gran Turismo 3: A-Spec
## 30 Call of Duty: Modern Warfare 3
## 31 Pokémon Yellow: Special Pikachu Edition
## 32 Call of Duty: Black Ops
## 33 Pokemon X/Pokemon Y
## 34 Call of Duty: Black Ops 3
## 35 Call of Duty: Black Ops II
## 36 Call of Duty: Black Ops II
## 37 Call of Duty: Modern Warfare 2
## 38 Call of Duty: Modern Warfare 3
## 39 Grand Theft Auto III
## 40 Super Smash Bros. Brawl
## 41 Call of Duty: Black Ops
## 42 Animal Crossing: Wild World
## 43 Mario Kart 7
## 44 Halo 3
## 45 Grand Theft Auto V
## 46 Pokemon HeartGold/Pokemon SoulSilver
## 47 Super Mario 64
## 48 Gran Turismo 4
## 49 Super Mario Galaxy
## 50 Pokemon Omega Ruby/Pokemon Alpha Sapphire
## 51 Super Mario Land 2: 6 Golden Coins
## 52 Grand Theft Auto IV
## 53 Gran Turismo
## 54 Super Mario 3D Land
## 55 Gran Turismo 5
## 56 Call of Duty: Modern Warfare 2
## 57 Grand Theft Auto IV
## 58 Super Mario All-Stars
## 59 Pokemon FireRed/Pokemon LeafGreen
## 60 Super Mario 64
## 61 Just Dance 3
## 62 Call of Duty: Ghosts
## 63 Halo: Reach
## 64 Mario Kart 64
## 65 New Super Mario Bros. 2
## 66 Halo 4
## 67 Final Fantasy VII
## 68 Call of Duty: Ghosts
## 69 Just Dance 2
## 70 Gran Turismo 2
## 71 Call of Duty 4: Modern Warfare
## 72 Donkey Kong Country
## 73 Minecraft
## 74 Animal Crossing: New Leaf
## 75 Mario Party DS
## 76 The Elder Scrolls V: Skyrim
## 77 Super Mario Kart
## 78 FIFA 16
## 79 Wii Party
## 80 Halo 2
## 81 Mario Party 8
## 82 Pokemon Black 2/Pokemon White 2
## 83 FIFA Soccer 13
## 84 The Sims 3
## 85 GoldenEye 007
## 86 Mario & Sonic at the Olympic Games
## 87 Final Fantasy X
## 88 Final Fantasy VIII
## 89 Pokémon Platinum Version
## 90 Pac-Man
## 91 Grand Theft Auto: Liberty City Stories
## 92 Super Mario Galaxy 2
## 93 Star Wars Battlefront (2015)
## 94 Call of Duty: Advanced Warfare
## 95 The Legend of Zelda: Ocarina of Time
## 96 Crash Bandicoot 2: Cortex Strikes Back
## 97 Super Mario Bros. 2
## 98 Super Smash Bros. for Wii U and 3DS
## 99 Call of Duty: World at War
## 100 Battlefield 3
## 101 The Legend of Zelda: Twilight Princess
## 102 Call of Duty: Black Ops 3
## 103 Just Dance
## 104 Battlefield 3
## 105 Need for Speed Underground
## 106 Tekken 3
## 107 Crash Bandicoot 3: Warped
## 108 Super Smash Bros. Melee
## 109 Mario Kart 8
## 110 Fallout 4
## 111 Mario Kart: Double Dash!!
## 112 Just Dance 4
## 113 FIFA 14
## 114 Need for Speed Underground 2
## 115 Medal of Honor: Frontline
## 116 Uncharted 3: Drake's Deception
## 117 Crash Bandicoot
## 118 Zumba Fitness
## 119 Gears of War 2
## 120 Uncharted 2: Among Thieves
## 121 Call of Duty 4: Modern Warfare
## 122 FIFA 12
## 123 Big Brain Academy
## 124 Red Dead Redemption
## 125 FIFA 15
## 126 Donkey Kong Country Returns
## 127 The Elder Scrolls V: Skyrim
## 128 The Legend of Zelda
## 129 Assassin's Creed III
## 130 Halo: Combat Evolved
## 131 Pokémon Emerald Version
## 132 Kingdom Hearts
## 133 Pokémon Crystal Version
## 134 Halo 3: ODST
## 135 Red Dead Redemption
## 136 Super Mario Sunshine
## 137 Street Fighter II: The World Warrior
## 138 World of Warcraft
## 139 Driver
## 140 Kinect Sports
## 141 Gears of War 3
## 142 Gears of War
## 143 Metal Gear Solid 2: Sons of Liberty
## 144 Sonic the Hedgehog 2
## 145 Metal Gear Solid 4: Guns of the Patriots
## 146 Metal Gear Solid
## 147 The Last of Us
## 148 Final Fantasy XII
## 149 LittleBigPlanet
## 150 Dragon Quest IX: Sentinels of the Starry Skies
## 151 LEGO Star Wars: The Complete Saga
## 152 Resident Evil 2
## 153 Tekken 2
## 154 Cooking Mama
## 155 Destiny
## 156 Tetris
## 157 Assassin's Creed II
## 158 Super Smash Bros.
## 159 Assassin's Creed
## 160 Batman: Arkham City
## 161 Forza Motorsport 3
## 162 Monster Hunter Freedom Unite
## 163 Super Mario Advance
## 164 Mario Kart: Super Circuit
## 165 Super Mario World
## 166 Pokemon Stadium
## 167 Call of Duty: World at War
## 168 Crash Bandicoot: The Wrath of Cortex
## 169 Minecraft
## 170 Final Fantasy XIII
## 171 Dr. Mario
## 172 Pokemon Pinball
## 173 Assassin's Creed III
## 174 Final Fantasy IX
## 175 Final Fantasy X-2
## 176 Donkey Kong 64
## 177 Assassin's Creed II
## 178 Professor Layton and the Curious Village
## 179 Tomb Raider II
## 181 Dragon Quest VIII: Journey of the Cursed King
## 182 Diablo III
## 183 Super Mario Bros. 3
## 184 New Super Mario Bros. U
## 185 Super Mario Land 3: Wario Land
## 186 FIFA Soccer 13
## 187 The Legend of Zelda: Phantom Hourglass
## 188 Donkey Kong Country 2: Diddy's Kong Quest
## 189 Tomodachi Life
## 190 Mario & Sonic at the Olympic Games
## 191 Medal of Honor: Rising Sun
## 192 Kirby's Dream Land
## 193 Fable III
## 194 Call of Duty: Advanced Warfare
## 195 Microsoft Flight Simulator
## 196 Guitar Hero II
## 197 Resident Evil 5
## 198 Grand Theft Auto V
## 199 Grand Theft Auto: Vice City Stories
## 200 FIFA Soccer 11
## 201 Super Mario Bros.
## 202 Resident Evil
## 203 Tony Hawk's Pro Skater
## 204 Super Smash Bros. for Wii U and 3DS
## 205 Warzone 2100
## 206 Spyro the Dragon
## 207 Link's Crossbow Training
## 208 Guitar Hero III: Legends of Rock
## 209 Fallout 3
## 210 Pokemon Mystery Dungeon: Explorers of Time/Explorers of Darkness
## 211 Uncharted: Drake's Fortune
## 212 Madden NFL 06
## 213 LEGO Star Wars: The Complete Saga
## 214 Diddy Kong Racing
## 215 Monster Hunter Freedom 3
## 216 Dr. Mario
## 217 God of War III
## 218 StarCraft II: Wings of Liberty
## 219 Assassin's Creed
## 220 FIFA 15
## 221 Crash Team Racing
## 222 FIFA 17
## 223 Batman: Arkham City
## 224 Driver 2
## 225 The Simpsons: Hit & Run
## 226 Tony Hawk's Pro Skater 2
## 227 Animal Crossing: City Folk
## 228 The Lord of the Rings: The Two Towers
## 229 Forza Motorsport 4
## 230 Tomb Raider
## 231 Guitar Hero III: Legends of Rock
## 232 The Legend of Zelda: A Link to the Past
## 233 The Legend of Zelda: The Wind Waker
## 234 Mario & Sonic at the Olympic Winter Games
## 235 Luigi's Mansion: Dark Moon
## 236 Splatoon
## 237 The Last of Us
## 238 Guitar Hero III: Legends of Rock
## 239 Madden NFL 2005
## 240 Pitfall!
## 241 Madden NFL 07
## 242 Spider-Man: The Movie
## 243 Dragon Quest VII: Warriors of Eden
## 244 Uncharted: The Nathan Drake Collection
## 245 Call of Duty: Advanced Warfare
## 246 God of War
## 247 Nintendo Land
## 248 Michael Jackson: The Experience
## 249 Tony Hawk's Pro Skater 3
## 250 Winning Eleven: Pro Evolution Soccer 2007
## 251 The Elder Scrolls IV: Oblivion
## 252 Zelda II: The Adventure of Link
## 253 Need for Speed: Most Wanted
## 254 Resistance: Fall of Man
## 255 Sonic the Hedgehog
## 256 Kingdom Hearts II
## 257 FIFA 14
## 258 Call of Duty: Advanced Warfare
## 259 Asteroids
## 260 Fable II
## 261 Halo 5: Guardians
## 262 Super Mario 3D World
## 263 Batman: Arkham Asylum
## 264 Assassin's Creed: Revelations
## 265 Namco Museum
## 266 Metal Gear Solid 3: Snake Eater
## 267 Daxter
## 268 Warcraft II: Tides of Darkness
## 269 The Legend of Zelda: Ocarina of Time
## 270 FIFA Soccer 06
## 271 EyeToy Play
## 272 Uncharted 4: A Thief's End
## 273 Gran Turismo 5 Prologue
## 274 Assassin's Creed: Revelations
## 275 Street Fighter IV
## 276 FIFA 12
## 277 Teenage Mutant Ninja Turtles
## 278 Excitebike
## 279 Frogger
## 280 Madden NFL 2003
## 281 Watch Dogs
## 282 Half-Life
## 283 Super Mario World 2: Yoshi's Island
## 284 FIFA Soccer 07
## 285 The Legend of Zelda: Skyward Sword
## 286 Street Fighter II Turbo
## 287 Carnival Games
## 288 Fallout 4
## 289 World of Warcraft: The Burning Crusade
## 290 Fallout: New Vegas
## 291 God of War II
## 292 Forza Motorsport 2
## 293 World Soccer Winning Eleven 9
## 294 Namco Museum Vol.3
## 295 Tekken Tag Tournament
## 296 Far Cry 4
## 297 Star Fox 64
## 298 Minecraft
## 299 Golf
## 300 Fallout 3
## 301 Professor Layton and the Diabolical Box
## 302 Left 4 Dead 2
## 303 Namco Museum: 50th Anniversary
## 304 EA Sports Active
## 305 Assassin's Creed: Unity
## 306 Donkey Kong Land
## 307 Tony Hawk's Underground
## 308 Assassin's Creed IV: Black Flag
## 309 Monster Hunter 4 Ultimate
## 310 MotorStorm
## 311 The Elder Scrolls V: Skyrim
## 312 Tekken 5
## 313 Dragon Warrior III
## 314 Sports Champions
## 315 NBA 2K16
## 316 World Soccer Winning Eleven 8 International
## 317 Flash Focus: Vision Training in Minutes a Day
## 318 Namco Museum Vol.1
## 319 The Legend of Zelda: Link's Awakening
## 320 Mario & Luigi: Bowser's Inside Story
## 321 Big Brain Academy: Wii Degree
## 322 Nintendogs + cats
## 323 Batman: Arkham Knight
## 324 Mario & Sonic at the London 2012 Olympic Games
## 325 LEGO Indiana Jones: The Original Adventures
## 326 Resident Evil Director's Cut
## 327 Ratchet & Clank: Size Matters
## 328 Just Dance 2014
## 329 The Sims: Unleashed
## 330 Super Paper Mario
## 331 Harry Potter and the Sorcerer's Stone
## 332 The Witcher 3: Wild Hunt
## 333 Resident Evil 3: Nemesis
## 334 Spyro: Year of the Dragon
## 335 FIFA Soccer 2005
## 336 Pokémon Trading Card Game
## 337 Battlefield 4
## 338 MySims
## 339 Friend Collection
## 340 Tony Hawk's Pro Skater 4
## 341 Midnight Club 3: DUB Edition
## 342 Banjo-Kazooie
## 343 SOCOM: U.S. Navy SEALs
## 344 Guitar Hero: World Tour
## 345 Gran Turismo 6
## 346 Jak and Daxter: The Precursor Legacy
## 347 Pokemon Snap
## 348 FIFA Soccer 10
## 349 Pro Evolution Soccer 2008
## 350 Call of Duty: Ghosts
## 351 Resident Evil 4
## 352 Tom Clancy's The Division
## 353 Star Wars: Battlefront
## 354 Doom II: Hell on Earth
## 355 The Simpsons: Road Rage
## 356 Cooking Mama 2: Dinner With Friends
## 357 Luigi's Mansion
## 358 Star Wars: Battlefront II
## 359 WWF SmackDown!
## 360 Croc: Legend of the Gobbos
## 361 Grand Theft Auto: Liberty City Stories
## 362 The Getaway
## 363 Tomb Raider III: Adventures of Lara Croft
## 364 James Bond 007: Agent Under Fire
## 365 LEGO Star Wars: The Video Game
## 366 Battlefield 4
## 367 FIFA Soccer 11
## 368 Rugrats in Paris: The Movie
## 369 Spyro 2: Ripto's Rage!
## 370 Left 4 Dead
## 371 Mario & Sonic at the Olympic Winter Games
## 372 Resident Evil 5
## 373 Donkey Kong Country 3: Dixie Kong's Double Trouble!
## 374 Assassin's Creed: Brotherhood
## 375 Kung Fu
## 376 Batman: Arkham Asylum
## 377 Clubhouse Games
## 379 Star Wars Battlefront (2015)
## 380 Battlefield: Bad Company 2
## 381 Guitar Hero: On Tour
## 382 Assassin's Creed: Unity
## 383 Far Cry 3
## 384 Monster Hunter 4
## 385 Borderlands
## 386 Tekken 4
## 387 Battlefield 4
## 388 LittleBigPlanet 2
## 389 Grand Theft Auto 2
## 390 Final Fantasy III
## 391 Spider-Man 2
## 392 F-1 Race
## 393 FIFA Soccer 2003
## 394 Crash Bash
## 395 LEGO Batman: The Videogame
## 396 Metal Gear Solid V: The Phantom Pain
## 397 The Legend of Zelda: Spirit Tracks
## 398 WWF War Zone
## 399 The Legend of Zelda: Majora's Mask
## 400 Professor Layton and the Unwound Future
## 401 Rugrats: Search For Reptar
## 402 Assassin's Creed IV: Black Flag
## 403 English Training: Have Fun Improving Your Skills!
## 404 James Bond 007: Nightfire
## 405 Ratchet & Clank
## 406 Mario Party 9
## 407 Star Wars Episode III: Revenge of the Sith
## 408 Max Payne
## 409 The Lord of the Rings: The Return of the King
## 410 Assassin's Creed Syndicate
## 411 Destiny
## 412 True Crime: Streets of LA
## 413 Wii Music
## 414 Gran Turismo (PSP)
## 415 Monster Hunter X
## 416 Tekken
## 417 FIFA 16
## 418 L.A. Noire
## 419 Madden NFL 16
## 420 Yokai Watch 2 Ganso/Honke
## 421 007: Tomorrow Never Dies
## 422 Baseball
## 423 Killer Instinct
## 424 WWF SmackDown! 2: Know Your Role
## 425 Crisis Core: Final Fantasy VII
## 426 God of War: Chains of Olympus
## 427 Dragon Quest VI: Maboroshi no Daichi
## 428 Dance Central
## 429 Enter the Matrix
## 430 Super Mario Maker
## 431 Fallout: New Vegas
## 433 Rhythm Heaven
## 434 Ace Combat 04: Shattered Skies
## 435 Club Penguin: Elite Penguin Force
## 436 Animal Crossing
## 437 LEGO Batman: The Videogame
## 438 Sonic Rush
## 439 Resident Evil 6
## 440 Halo: The Master Chief Collection
## 441 FIFA Soccer 08
## 442 Spider-Man
## 443 Need for Speed III: Hot Pursuit
## 444 Star Wars Episode I Racer
## 445 Personal Trainer: Cooking
## 446 The Elder Scrolls IV: Oblivion
## 447 Dragon Warrior IV
## 448 Heavy Rain
## 449 Mass Effect 2
## 450 FIFA 15
## 451 Dragon Ball Z: Budokai
## 452 Madden NFL 2002
## 453 World Class Track Meet
## 454 Borderlands 2
## 455 The Legend of Zelda: A Link Between Worlds
## 456 Donkey Kong
## 457 The Sims: Vacation
## 458 Mass Effect 3
## 459 Kung Fu Panda
## 460 Far Cry 3
## 461 Epic Mickey
## 462 Saints Row 2
## 463 Rayman
## 464 Killzone 2
## 465 Tom Clancy's Splinter Cell
## 466 Mike Tyson's Punch-Out!!
## 467 WWE SmackDown! Shut Your Mouth
## 468 Gears of War: Ultimate Edition
## 469 NBA 2K13
## 470 Dragon Ball Z: Budokai Tenkaichi 3
## 472 Middle-Earth: Shadow of Mordor
## 473 Star Fox
## 474 The Sims: Livin Large
## 475 World Soccer Winning Eleven 6 International
## 476 Devil May Cry
## 477 Animal Crossing: Happy Home Designer
## 478 Battlefield: Bad Company 2
## 479 The Sims 4
## 480 Star Wars: The Old Republic
## 481 Sonic Heroes
## 482 Kirby Super Star Ultra
## 483 Hitman 2: Silent Assassin
## 484 Street Fighter IV
## 485 Wave Race 64
## 486 SOCOM II: U.S. Navy SEALs
## 487 WWE SmackDown! vs. RAW 2006
## 488 inFAMOUS
## 489 Pac-Man Collection
## 490 Mass Effect
## 491 WarioWare: Smooth Moves
## 492 Cooking Mama: Cook Off
## 493 Super Mario World 2: Yoshi's Island
## 494 FIFA 14
## 495 Titanfall
## 496 Sonic Mega Collection Plus
## 497 Sega Superstars Tennis
## 498 World Soccer Winning Eleven 7 International
## 499 Need for Speed: Most Wanted
## 500 Hot Shots Golf 3
## 501 Call of Duty: Finest Hour
## 502 Zumba Fitness 2
## 503 Syphon Filter
## 504 Imagine: Babyz
## 505 Colin McRae Rally
## 506 Call of Duty: Ghosts
## 507 Madden NFL 13
## 508 The Elder Scrolls III: Morrowind
## 509 Mortal Kombat
## 510 F-Zero
## 511 Yoshi's Story
## 512 Command & Conquer: Red Alert
## 513 Skylanders: Spyro's Adventure
## 514 FIFA 16
## 515 Assassin's Creed: Brotherhood
## 516 BioShock
## 517 Madden NFL 10
## 518 Medal of Honor
## 519 WWE SmackDown! vs. Raw
## 520 Metroid Prime
## 521 Finding Nemo
## 522 Myst
## 523 Need for Speed: Hot Pursuit
## 524 Imagine: Fashion Designer
## 525 WWE SmackDown! Here Comes the Pain
## 526 Star Wars: The Force Unleashed
## 527 Yoshi's Island DS
## 528 Hot Shots Golf
## 529 Killzone 3
## 530 A Bug's Life
## 531 WWF SmackDown! Just Bring It
## 532 Dragon Quest V: Tenkuu no Hanayome
## 533 Mortal Kombat Trilogy
## 534 Battlefield 3
## 535 NBA Street
## 536 Professor Layton and the Last Specter
## 537 Monster Hunter Tri
## 538 Jak II
## 539 inFAMOUS: Second Son
## 540 Ratchet & Clank: Going Commando
## 541 Tekken 6
## 542 The Sims
## 543 Sonic and the Secret Rings
## 544 Saints Row: The Third
## 545 Missile Command
## 546 Mario Paint
## 547 Assassin's Creed IV: Black Flag
## 548 Pokémon Stadium 2
## 549 Metroid
## 550 L.A. Noire
## 551 Call of Duty 3
## 552 The Legend of Zelda: A Link to the Past
## 553 Onimusha: Warlords
## 554 Mortal Kombat X
## 555 Mario Party
## 556 Madden NFL 12
## 557 LEGO Star Wars II: The Original Trilogy
## 558 Madden NFL 11
## 559 Mario vs. Donkey Kong: Mini-Land Mayhem!
## 560 Skate 3
## 561 Burnout 3: Takedown
## 562 Yokai Watch 2 Shinuchi
## 563 Need for Speed: Shift
## 564 Final Fantasy XIII-2
## 565 Mortal Kombat
## 566 Call Of Duty 2: Big Red One
## 567 Guitar Hero: World Tour
## 568 Medal of Honor
## 569 Fable
## 570 Hannah Montana
## 571 Tom Clancy's Splinter Cell
## 572 Skylanders Giants
## 573 Medal of Honor Heroes
## 574 Super Mario Bros.: The Lost Levels
## 575 Star Wars: Shadows of the Empire
## 576 LEGO Star Wars: The Complete Saga
## 577 Midnight Club: Street Racing
## 578 Pac-Man: Adventures in Time
## 579 Halo Wars
## 580 God of War Collection
## 581 ESPN NFL 2K5
## 582 Mario Strikers Charged
## 583 Medal of Honor
## 584 FIFA Soccer 10
## 585 NBA 2K12
## 586 Style Savvy
## 587 Harry Potter and the Chamber of Secrets
## 588 Super Mario All-Stars: Limited Edition
## 589 Streets of Rage
## 590 FIFA Soccer 09
## 591 Ratchet & Clank Future: Tools of Destruction
## 592 NBA Live 2005
## 593 LittleBigPlanet
## 594 Killzone: Shadow Fall
## 595 Ghostbusters: The Video Game (DS Version)
## 596 Monster Hunter Freedom 2
## 597 WWE SmackDown vs. RAW 2007
## 598 Ratchet & Clank: Up Your Arsenal
## 599 Art Academy
## 600 Dragon Age: Origins
## 601 Madden NFL 08
## 602 Sonic Adventure 2 Battle
## 603 Dragon Warrior II
## 604 Madden NFL 13
## 605 Pokémon Colosseum
## 606 Deca Sports
## 607 Madden NFL 09
## 609 Crazy Taxi
## 610 Perfect Dark
## 611 Game Party
## 612 Dragon Warrior
## 613 Tomb Raider (2013)
## 614 Marvel: Ultimate Alliance
## 615 PES 2009: Pro Evolution Soccer
## 616 Mario Party 2
## 617 Saints Row: The Third
## 618 Rockstar Games Double Pack: Grand Theft Auto III & Grand Theft Auto Vice City
## 619 LEGO Harry Potter: Years 1-4
## 620 Mortal Kombat: Deadly Alliance
## 621 Resistance 2
## 622 Pure
## 623 Tomb Raider: The Last Revelation
## 624 NBA 2K13
## 626 NBA 2K14
## 627 Mario Party 4
## 628 uDraw Studio
## 629 Midnight Club: Los Angeles
## 630 Final Fantasy V
## 631 Final Fantasy Tactics
## 632 Twisted Metal 2
## 633 Halo: Combat Evolved Anniversary
## 634 Need for Speed Carbon: Own the City
## 635 The Sims: Bustin' Out
## 636 Riven: The Sequel to Myst
## 637 Tom Clancy's Rainbow Six: Vegas 2
## 638 Sonic Adventure
## 639 Ice Hockey
## 640 pro evolution soccer 2011
## 641 Dragon Ball Z: Budokai 2
## 642 ATV Offroad Fury
## 643 Dino Crisis
## 644 Minecraft
## 645 Need for Speed: ProStreet
## 646 Madden NFL 16
## 647 Tetris Plus
## 648 Pro Wrestling
## 649 Theme Hospital
## 651 Need for Speed (2015)
## 652 Zumba Fitness
## 654 Monopoly
## 655 Batman: Arkham Origins
## 656 Dead Island
## 657 Guitar Hero
## 658 LEGO Star Wars: The Complete Saga
## 659 Kinect: Disneyland Adventures
## 660 WCW/nWo Revenge
## 661 Bloodborne
## 662 NBA 2K15
## 663 Madden NFL 11
## 664 Yu-Gi-Oh! The Duelists of the Roses
## 665 Madden NFL 08
## 666 Half-Life 2
## 667 The Incredibles
## 668 Tony Hawk's Underground 2
## 669 Madden NFL 10
## 670 Kinect Sports: Season Two
## 671 Kirby's Dream Land 2
## 672 LEGO Harry Potter: Years 1-4
## 673 Donkey Kong Land II
## 674 Dragon Warrior Monsters
## 675 Midnight Club: Los Angeles
## 676 Skylanders SWAP Force
## 677 WWE SmackDown vs Raw 2008
## 678 My Fitness Coach
## 679 Resident Evil - Code: Veronica X
## 680 The Sims 3
## 681 The Legend of Zelda: Majora's Mask 3D
## 682 NBA 2K16
## 683 Just Dance Kids
## 684 Mario Tennis
## 685 Grand Theft Auto
## 686 James Bond 007: Everything or Nothing
## 687 WarioWare Touched!
## 688 Need For Speed: High Stakes
## 689 Chrono Trigger
## 690 Cool Boarders 3
## 691 LEGO Marvel Super Heroes
## 692 Guild Wars 2
## 693 Pokemon Ranger: Shadows of Almia
## 694 Dead Island
## 695 Tomb Raider II
## 696 God of War: Ascension
## 697 Need for Speed Underground 2
## 698 Pro Evolution Soccer 2010
## 699 Just Dance 2015
## 700 Yokai Watch Busters
## 701 Mario Bros.
## 702 FIFA Soccer 09
## 703 Star Wars: The Force Unleashed
## 704 Borderlands 2
## 705 TOCA Touring Car Championship
## 706 Paper Mario: Sticker Star
## 707 Sonic's Ultimate Genesis Collection
## 708 Super Monkey Ball: Banana Blitz
## 709 Kirby: Nightmare in Dream Land
## 710 Wario Land 4
## 711 Guitar Hero III: Legends of Rock
## 713 Resident Evil 4
## 714 Minecraft
## 715 Onimusha 2: Samurai's Destiny
## 716 Cool Boarders 2
## 717 Paper Mario: The Thousand-Year Door
## 718 Madden NFL 12
## 719 Monster Hunter Tri
## 720 Dissidia: Final Fantasy
## 721 Sonic Advance
## 722 Spyro: Season of Ice
## 723 Teenage Mutant Ninja Turtles II: The Arcade Game
## 724 LEGO Indiana Jones: The Original Adventures
## 725 Dance Dance Revolution X2
## 726 New Super Luigi U
## 727 Prince of Persia: The Sands of Time
## 728 Scribblenauts
## 729 The Legend of Zelda: Link's Awakening DX
## 730 Need for Speed: Hot Pursuit
## 731 BioShock 2
## 732 Assassin's Creed IV: Black Flag
## 733 Devil May Cry 3: Dante's Awakening Special Edition
## 734 Rock Band 2
## 735 Frogger
## 736 Guitar Hero II
## 737 Wario Land 3
## 738 Pro Yakyuu Family Stadium
## 739 Sonic Unleashed
## 740 High School Musical: Makin' the Cut!
## 741 Pro Evolution Soccer 2012
## 742 Saints Row
## 743 Star Wars: Knights of the Old Republic
## 744 Kirby's Pinball Land
## 745 Donkey Kong Country
## 746 Hitman: Absolution
## 747 Yu-Gi-Oh: Duel Monsters 4
## 748 ATV Offroad Fury 2
## 749 Forza Motorsport 5
## 750 Madden NFL 25
## 751 Pokemon Ranger
## 752 Mario & Luigi: Superstar Saga
## 753 Final Fantasy XIII
## 754 Star Wars: Rogue Squadron
## 755 Tennis
## 756 The Sims: House Party
## 757 Your Shape featuring Jenny McCarthy
## 758 Syphon Filter 2
## 759 Tom Clancy's Rainbow Six: Siege
## 760 Volleyball
## 761 FIFA 15
## 762 Call of Duty: Roads to Victory
## 763 Super Mario RPG: Legend of the Seven Stars
## 764 Mahjong
## 765 R.C. Pro-Am
## 766 SimCity 2000
## 767 Demon Attack
## 768 Dance Dance Revolution Extreme
## 769 Tetris DS
## 770 Final Fantasy Tactics Advance
## 771 Far Cry: Primal
## 772 Toy Story 3: The Video Game
## 773 Final Fantasy III
## 774 Kirby's Epic Yarn
## 775 Project Gotham Racing
## 776 Golf
## 777 NBA 2K12
## 778 Borderlands
## 779 Tony Hawk's Pro Skater
## 780 PES 2009: Pro Evolution Soccer
## 781 Need for Speed: Hot Pursuit 2
## 782 Mario Sports Mix
## 784 Dynasty Warriors 4
## 785 Mortal Kombat
## 786 Parasite Eve
## 787 Scooby-Doo! Night of 100 Frights
## 788 Project Gotham Racing (JP weekly sales)
## 789 Need for Speed: Most Wanted 5-1-0
## 790 Portal 2
## 791 Devil May Cry 3: Dante's Awakening
## 792 Derby Stallion
## 793 Dead Rising
## 794 Finding Nemo
## 795 NBA 2K11
## 796 Wipeout: The Game
## 797 The Sims 2: Pets
## 798 Battlefield: Hardline
## 799 Metal Gear Solid: Peace Walker
## 800 World of Warcraft: Cataclysm
## 801 Tetris Worlds
## 802 Need For Speed: Undercover
## 803 Dance Dance Revolution: Hottest Party
## 804 Mario Party 5
## 805 Ghostbusters: The Video Game (DS Version)
## 806 Sim Theme Park
## 807 Warcraft: Orcs & Humans
## 808 Skate 3
## 809 Spec Ops: Airborne Commando
## 810 Kingdom Hearts: Birth by Sleep
## 811 UFC 2009 Undisputed
## 812 Dark Souls
## 813 Yu-Gi-Oh! The Eternal Duelist Soul
## 814 Need for Speed: ProStreet
## 815 The Sims 3
## 816 Tom Clancy's Splinter Cell: Conviction
## 817 Pokemon Mystery Dungeon: Red/Blue Rescue Team
## 818 The Incredibles
## 819 R4: Ridge Racer Type 4
## 820 SoulCalibur II
## 821 Mario & Luigi: Dream Team
## 822 Need for Speed: ProStreet
## 823 Carnival Games
## 824 NBA 2K14
## 825 Pokémon Mystery Dungeon: Blue Rescue Team
## 826 Sonic Mega Collection
## 827 Diablo III
## 828 NBA Jam
## 829 PGR4 - Project Gotham Racing 4
## 830 Kingdom Hearts 358/2 Days
## 831 Dance Central 2
## 832 Rayman Raving Rabbids: TV Party
## 833 SOCOM: U.S. Navy SEALs: Combined Assault
## 834 Peter Jackson's King Kong: The Official Game of the Movie
## 835 Donkey Kong Country
## 836 Need for Speed: The Run
## 837 Madden NFL 15
## 838 1080°: TenEighty Snowboarding
## 839 Just Dance 3
## 840 NBA Live 2004
## 841 Dead Space
## 842 Call of Duty 2
## 843 Madden NFL 15
## 844 Forza Horizon
## 845 TouchMaster
## 846 Tom Clancy's The Division
## 847 LEGO Marvel Super Heroes
## 848 Fire Emblem: Awakening
## 849 DriveClub
## 850 Super Street Fighter II
## 851 Mortal Kombat vs. DC Universe
## 852 Tenchu: Stealth Assassins
## 853 Tennis
## 854 Harry Potter and the Chamber of Secrets
## 855 Harry Potter and the Chamber of Secrets
## 856 SimCity
## 857 Battlefield 4
## 858 Resident Evil 6
## 859 Dragon Age: Inquisition
## 860 Sonic Classic Collection
## 861 Spyro: Enter the Dragonfly
## 862 Call of Duty: World at War
## 863 Devil May Cry 2
## 864 Burnout Paradise
## 865 E.T.: The Extra Terrestrial
## 866 BioShock Infinite
## 867 Hot Shots Golf: Open Tee
## 868 Rad Racer
## 869 Soccer
## 870 Kirby Squeak Squad
## 871 Tom Clancy's Rainbow Six: Vegas
## 872 Destiny
## 873 Crash Nitro Kart
## 874 Grand Theft Auto: San Andreas
## 875 Star Wars: Dark Forces
## 876 NBA Street Vol. 2
## 877 Def Jam Vendetta
## 878 FIFA Soccer 09
## 879 Who wants to be a millionaire
## 880 Scooby Doo and the Cyber Chase
## 881 Alleyway
## 882 Dragon Ball Z: Budokai 3
## 883 Jet Moto 2
## 884 Tom Clancy's Ghost Recon
## 885 X-Men Legends
## 886 Batman: Arkham Origins
## 887 Guitar Hero: World Tour
## 888 Mortal Kombat II
## 889 Virtua Fighter 2
## 890 Tetris DX
## 891 Mortal Kombat vs. DC Universe
## 892 Watch Dogs
## 893 Mario Super Sluggers
## 894 Tomb Raider (2013)
## 895 The Legend of Zelda: Oracle of Ages
## 896 Need for Speed: Shift
## 897 Monopoly
## 898 Red Faction
## 899 The Sims: Makin' Magic
## 900 MX Unleashed
## 901 PaRappa The Rapper
## 902 Toy Story Mania!
## 903 Mario Party 3
## 904 Star Wars: The Force Unleashed
## 905 Game Party 2
## 906 Destiny: The Taken King
## 907 LEGO Star Wars III: The Clone Wars
## 908 Star Wars Rogue Leader: Rogue Squadron II
## 909 Max Payne 3
## 910 Need for Speed Rivals
## 911 Madden NFL 09
## 912 Yokai Watch
## 913 Ratchet & Clank Future: A Crack in Time
## 940 inFAMOUS 2
## 941 Gran Turismo Concept 2001 Tokyo
## 942 Demon's Souls
## 943 NCAA Football 06
## 944 Hey You, Pikachu!
## 945 2 Games in 1: Sonic Advance & ChuChu Rocket!
## 946 World of Warcraft: Mists of Pandaria
## 947 Jet Moto
## 948 Just Cause 3
## 949 Secret of Mana
## 950 The Orange Box
## 951 Air Combat
## 952 Kirby: Triple Deluxe
## 953 Sonic & Knuckles
## 954 Namco Museum
## 955 The Sims: Hot Date
## 956 Metroid Prime 3: Corruption
## 957 Dragon Quest VI: Realms of Revelation
## 958 The Evil Within
## 959 DDRMAX2: Dance Dance Revolution
## 960 Crazy Taxi
## 961 Virtua Fighter 4
## 962 Sly 2: Band of Thieves
## 963 Guitar Hero: World Tour
## 964 Sonic Advance 2
## 965 Madden NFL 07
## 966 NBA 2K11
## 967 NFL GameDay 2000
## 968 Call of Duty: Black Ops 3
## 969 Disney's The Lion King
## 970 Beyond: Two Souls
## 971 Kinect Star Wars
## 972 Midnight Club II
## 973 Dragon Quest Monsters: Joker
## 974 SpongeBob SquarePants: SuperSponge
## 975 The Getaway: Black Monday
## 976 Professor Layton and the Mask of Miracle
## 977 Just Cause 2
## 978 Dragon's Dogma
## 979 The Legend of Zelda: The Wind Waker
## 980 50 Cent: Bulletproof
## 981 High School Musical: Sing It!
## 982 Wii Party U
## 983 Madden NFL 25
## 984 Final Fantasy II
## 985 Kirby 64: The Crystal Shards
## 986 Dead or Alive 3
## 987 UFC 2009 Undisputed
## 988 Metroid II: Return of Samus
## 989 WWF Attitude
## 990 The SpongeBob SquarePants Movie
## 991 Golden Sun
## 992 Sonic the Hedgehog 3
## 993 Kid Icarus
## 994 Def Jam: Fight for NY
## 995 Tom Clancy's Ghost Recon
## 996 State of Emergency
## 997 BioShock Infinite
## 998 Hitman: Absolution
## 999 2 Games in 1 Double Pack: The Incredibles / Finding Nemo: The Continuing Adventures
## Platform Year Genre Publisher
## 1 Wii year 2006 Sports Nintendo
## 2 NES year 1985 Platform Nintendo
## 3 Wii year 2008 Racing Nintendo
## 4 Wii year 2009 Sports Nintendo
## 5 GB year 1996 Role-Playing Nintendo
## 6 GB year 1989 Puzzle Nintendo
## 7 DS year 2006 Platform Nintendo
## 8 Wii year 2006 Misc Nintendo
## 9 Wii year 2009 Platform Nintendo
## 10 NES year 1984 Shooter Nintendo
## 11 DS year 2005 Simulation Nintendo
## 12 DS year 2005 Racing Nintendo
## 13 GB year 1999 Role-Playing Nintendo
## 14 Wii year 2007 Sports Nintendo
## 15 Wii year 2009 Sports Nintendo
## 16 X360 year 2010 Misc Microsoft Game Studios
## 17 PS3 year 2013 Action Take-Two Interactive
## 18 PS2 year 2004 Action Take-Two Interactive
## 19 SNES year 1990 Platform Nintendo
## 20 DS year 2005 Misc Nintendo
## 21 DS year 2006 Role-Playing Nintendo
## 22 GB year 1989 Platform Nintendo
## 23 NES year 1988 Platform Nintendo
## 24 X360 year 2013 Action Take-Two Interactive
## 25 PS2 year 2002 Action Take-Two Interactive
## 26 GBA year 2002 Role-Playing Nintendo
## 27 DS year 2010 Role-Playing Nintendo
## 28 DS year 2005 Puzzle Nintendo
## 29 PS2 year 2001 Racing Sony Computer Entertainment
## 30 X360 year 2011 Shooter Activision
## 31 GB year 1998 Role-Playing Nintendo
## 32 X360 year 2010 Shooter Activision
## 33 3DS year 2013 Role-Playing Nintendo
## 34 PS4 year 2015 Shooter Activision
## 35 PS3 year 2012 Shooter Activision
## 36 X360 year 2012 Shooter Activision
## 37 X360 year 2009 Shooter Activision
## 38 PS3 year 2011 Shooter Activision
## 39 PS2 year 2001 Action Take-Two Interactive
## 40 Wii year 2008 Fighting Nintendo
## 41 PS3 year 2010 Shooter Activision
## 42 DS year 2005 Simulation Nintendo
## 43 3DS year 2011 Racing Nintendo
## 44 X360 year 2007 Shooter Microsoft Game Studios
## 45 PS4 year 2014 Action Take-Two Interactive
## 46 DS year 2009 Action Nintendo
## 47 N64 year 1996 Platform Nintendo
## 48 PS2 year 2004 Racing Sony Computer Entertainment
## 49 Wii year 2007 Platform Nintendo
## 50 3DS year 2014 Role-Playing Nintendo
## 51 GB year 1992 Adventure Nintendo
## 52 X360 year 2008 Action Take-Two Interactive
## 53 PS year 1997 Racing Sony Computer Entertainment
## 54 3DS year 2011 Platform Nintendo
## 55 PS3 year 2010 Racing Sony Computer Entertainment
## 56 PS3 year 2009 Shooter Activision
## 57 PS3 year 2008 Action Take-Two Interactive
## 58 SNES year 1993 Platform Nintendo
## 59 GBA year 2004 Role-Playing Nintendo
## 60 DS year 2004 Platform Nintendo
## 61 Wii year 2011 Misc Ubisoft
## 62 X360 year 2013 Shooter Activision
## 63 X360 year 2010 Shooter Microsoft Game Studios
## 64 N64 year 1996 Racing Nintendo
## 65 3DS year 2012 Platform Nintendo
## 66 X360 year 2012 Shooter Microsoft Game Studios
## 67 PS year 1997 Role-Playing Sony Computer Entertainment
## 68 PS3 year 2013 Shooter Activision
## 69 Wii year 2010 Misc Ubisoft
## 70 PS year 1999 Racing Sony Computer Entertainment
## 71 X360 year 2007 Shooter Activision
## 72 SNES year 1994 Platform Nintendo
## 73 X360 year 2013 Misc Microsoft Game Studios
## 74 3DS year 2012 Simulation Nintendo
## 75 DS year 2007 Misc Nintendo
## 76 X360 year 2011 Role-Playing Bethesda Softworks
## 77 SNES year 1992 Racing Nintendo
## 78 PS4 year 2015 Sports Electronic Arts
## 79 Wii year 2010 Misc Nintendo
## 80 XB year 2004 Shooter Microsoft Game Studios
## 81 Wii year 2007 Misc Nintendo
## 82 DS year 2012 Role-Playing Nintendo
## 83 PS3 year 2012 Action Electronic Arts
## 84 PC year 2009 Simulation Electronic Arts
## 85 N64 year 1997 Shooter Nintendo
## 86 Wii year 2007 Sports Sega
## 87 PS2 year 2001 Role-Playing Sony Computer Entertainment
## 88 PS year 1999 Role-Playing SquareSoft
## 89 DS year 2008 Role-Playing Nintendo
## 90 2600 year 1982 Puzzle Atari
## 91 PSP year 2005 Action Take-Two Interactive
## 92 Wii year 2010 Platform Nintendo
## 93 PS4 year 2015 Shooter Electronic Arts
## 94 PS4 year 2014 Shooter Activision
## 95 N64 year 1998 Action Nintendo
## 96 PS year 1997 Platform Sony Computer Entertainment
## 97 NES year 1988 Platform Nintendo
## 98 3DS year 2014 Fighting Nintendo
## 99 X360 year 2008 Shooter Activision
## 100 X360 year 2011 Shooter Electronic Arts
## 101 Wii year 2006 Action Nintendo
## 102 XOne year 2015 Shooter Activision
## 103 Wii year 2009 Misc Ubisoft
## 104 PS3 year 2011 Shooter Electronic Arts
## 105 PS2 year 2003 Racing Electronic Arts
## 106 PS year 1998 Fighting Sony Computer Entertainment
## 107 PS year 1998 Platform Sony Computer Entertainment
## 108 GC year 2001 Fighting Nintendo
## 109 WiiU year 2014 Racing Nintendo
## 110 PS4 year 2015 Role-Playing Bethesda Softworks
## 111 GC year 2003 Racing Nintendo
## 112 Wii year 2012 Misc Ubisoft
## 113 PS3 year 2013 Sports Electronic Arts
## 114 PS2 year 2004 Racing Electronic Arts
## 115 PS2 year 2002 Shooter Electronic Arts
## 116 PS3 year 2011 Action Sony Computer Entertainment
## 117 PS year 1996 Platform Sony Computer Entertainment
## 118 Wii year 2010 Sports 505 Games
## 119 X360 year 2008 Shooter Microsoft Game Studios
## 120 PS3 year 2009 Action Sony Computer Entertainment
## 121 PS3 year 2007 Shooter Activision
## 122 PS3 year 2011 Sports Electronic Arts
## 123 DS year 2005 Misc Nintendo
## 124 PS3 year 2010 Action Take-Two Interactive
## 125 PS4 year 2014 Sports Electronic Arts
## 126 Wii year 2010 Platform Nintendo
## 127 PS3 year 2011 Role-Playing Bethesda Softworks
## 128 NES year 1986 Action Nintendo
## 129 PS3 year 2012 Action Ubisoft
## 130 XB year 2001 Shooter Microsoft Game Studios
## 131 GBA year 2004 Role-Playing Nintendo
## 132 PS2 year 2002 Role-Playing Sony Computer Entertainment
## 133 GB year 2000 Role-Playing Nintendo
## 134 X360 year 2009 Shooter Microsoft Game Studios
## 135 X360 year 2010 Action Take-Two Interactive
## 136 GC year 2002 Platform Nintendo
## 137 SNES year 1992 Fighting Capcom
## 138 PC year 2004 Role-Playing Activision
## 139 PS year 1999 Action GT Interactive
## 140 X360 year 2010 Sports Microsoft Game Studios
## 141 X360 year 2011 Shooter Microsoft Game Studios
## 142 X360 year 2006 Shooter Microsoft Game Studios
## 143 PS2 year 2001 Action Konami Digital Entertainment
## 144 GEN year 1992 Platform Sega
## 145 PS3 year 2008 Action Konami Digital Entertainment
## 146 PS year 1998 Action Konami Digital Entertainment
## 147 PS3 year 2013 Action Sony Computer Entertainment Europe
## 148 PS2 year 2006 Role-Playing Square Enix
## 149 PS3 year 2008 Platform Sony Computer Entertainment
## 150 DS year 2009 Role-Playing Nintendo
## 151 Wii year 2007 Action LucasArts
## 152 PS year 1998 Action Virgin Interactive
## 153 PS year 1996 Fighting Sony Computer Entertainment
## 154 DS year 2006 Simulation 505 Games
## 155 PS4 year 2014 Shooter Activision
## 156 NES year 1988 Puzzle Nintendo
## 157 PS3 year 2009 Action Ubisoft
## 158 N64 year 1999 Fighting Nintendo
## 159 X360 year 2007 Adventure Ubisoft
## 160 PS3 year 2011 Action Warner Bros. Interactive Entertainment
## 161 X360 year 2009 Racing Microsoft Game Studios
## 162 PSP year 2008 Role-Playing Capcom
## 163 GBA year 2001 Platform Nintendo
## 164 GBA year 2001 Racing Nintendo
## 165 GBA year 2001 Platform Nintendo
## 166 N64 year 1999 Strategy Nintendo
## 167 PS3 year 2008 Shooter Activision
## 168 PS2 year 2001 Platform Universal Interactive
## 169 PS3 year 2014 Misc Sony Computer Entertainment
## 170 PS3 year 2009 Role-Playing Square Enix
## 171 GB year 1989 Puzzle Nintendo
## 172 GB year 1999 Misc Nintendo
## 173 X360 year 2012 Action Ubisoft
## 174 PS year 2000 Role-Playing SquareSoft
## 175 PS2 year 2003 Role-Playing Electronic Arts
## 176 N64 year 1999 Platform Nintendo
## 177 X360 year 2009 Action Ubisoft
## 178 DS year 2007 Puzzle Nintendo
## 179 PS year 1997 Action Eidos Interactive
## 181 PS2 year 2004 Role-Playing Square Enix
## 182 PC year 2012 Role-Playing Activision
## 183 GBA year 2003 Platform Nintendo
## 184 WiiU year 2012 Platform Nintendo
## 185 GB year 1994 Platform Nintendo
## 186 X360 year 2012 Action Electronic Arts
## 187 DS year 2007 Action Nintendo
## 188 SNES year 1995 Platform Nintendo
## 189 3DS year 2013 Simulation Nintendo
## 190 DS year 2008 Sports Sega
## 191 PS2 year 2003 Shooter Electronic Arts
## 192 GB year 1992 Platform Nintendo
## 193 X360 year 2010 Role-Playing Microsoft Game Studios
## 194 XOne year 2014 Shooter Activision
## 195 PC year 1996 Simulation Microsoft Game Studios
## 196 PS2 year 2006 Misc RedOctane
## 197 PS3 year 2009 Action Capcom
## 198 XOne year 2014 Action Take-Two Interactive
## 199 PSP year 2006 Action Take-Two Interactive
## 200 PS3 year 2010 Sports Electronic Arts
## 201 GB year 1999 Platform Nintendo
## 202 PS year 1996 Action Virgin Interactive
## 203 PS year 1999 Sports Activision
## 204 WiiU year 2014 Fighting Nintendo
## 205 PS year 1999 Strategy Eidos Interactive
## 206 PS year 1998 Platform Sony Computer Entertainment
## 207 Wii year 2007 Shooter Nintendo
## 208 PS2 year 2007 Misc Activision
## 209 X360 year 2008 Role-Playing Bethesda Softworks
## 210 DS year 2007 Role-Playing Nintendo
## 211 PS3 year 2007 Action Sony Computer Entertainment
## 212 PS2 year 2005 Sports Electronic Arts
## 213 DS year 2007 Action LucasArts
## 214 N64 year 1997 Racing Nintendo
## 215 PSP year 2010 Role-Playing Capcom
## 216 NES year 1990 Puzzle Nintendo
## 217 PS3 year 2010 Action Sony Computer Entertainment
## 218 PC year 2010 Strategy Activision
## 219 PS3 year 2007 Adventure Ubisoft
## 220 PS3 year 2014 Sports Electronic Arts
## 221 PS year 1999 Racing Sony Computer Entertainment
## 222 PS4 year 2016 Sports Electronic Arts
## 223 X360 year 2011 Action Warner Bros. Interactive Entertainment
## 224 PS year 2000 Action Atari
## 225 PS2 year 2003 Racing Vivendi Games
## 226 PS year 2000 Sports Activision
## 227 Wii year 2008 Simulation Nintendo
## 228 PS2 year 2002 Action Electronic Arts
## 229 X360 year 2011 Racing Microsoft Game Studios
## 230 PS year 1996 Action Eidos Interactive
## 231 Wii year 2007 Misc Activision
## 232 SNES year 1991 Action Nintendo
## 233 GC year 2002 Action Nintendo
## 234 Wii year 2009 Sports Sega
## 235 3DS year 2013 Action Nintendo
## 236 WiiU year 2015 Shooter Nintendo
## 237 PS4 year 2014 Action Sony Computer Entertainment
## 238 X360 year 2007 Misc Activision
## 239 PS2 year 2004 Sports Electronic Arts
## 240 2600 year 1981 Platform Activision
## 241 PS2 year 2006 Sports Electronic Arts
## 242 PS2 year 2002 Action Activision
## 243 PS year 2000 Role-Playing Enix Corporation
## 244 PS4 year 2015 Action Sony Computer Entertainment
## 245 PS3 year 2014 Shooter Activision
## 246 PS2 year 2005 Action Sony Computer Entertainment
## 247 WiiU year 2012 Misc Nintendo
## 248 Wii year 2010 Misc Ubisoft
## 249 PS2 year 2001 Sports Activision
## 250 PS2 year 2006 Sports Konami Digital Entertainment
## 251 X360 year 2006 Role-Playing Take-Two Interactive
## 252 NES year 1987 Adventure Nintendo
## 253 PS2 year 2005 Racing Electronic Arts
## 254 PS3 year 2006 Shooter Sony Computer Entertainment
## 255 GEN year 1991 Platform Sega
## 256 PS2 year 2005 Role-Playing Square Enix
## 257 X360 year 2013 Sports Electronic Arts
## 258 X360 year 2014 Shooter Activision
## 259 2600 year 1980 Shooter Atari
## 260 X360 year 2008 Role-Playing Microsoft Game Studios
## 261 XOne year 2015 Shooter Microsoft Game Studios
## 262 WiiU year 2013 Platform Nintendo
## 263 PS3 year 2009 Action Eidos Interactive
## 264 PS3 year 2011 Action Ubisoft
## 265 GBA year 2001 Misc Namco Bandai Games
## 266 PS2 year 2004 Action Konami Digital Entertainment
## 267 PSP year 2006 Platform Sony Computer Entertainment
## 268 PC year 1995 Strategy Activision
## 269 3DS year 2011 Action Nintendo
## 270 PS2 year 2005 Sports Electronic Arts
## 271 PS2 year 2003 Misc Sony Computer Entertainment
## 272 PS4 year 2016 Shooter Sony Computer Entertainment
## 273 PS3 year 2007 Racing Sony Computer Entertainment
## 274 X360 year 2011 Action Ubisoft
## 275 PS3 year 2009 Fighting Capcom
## 276 X360 year 2011 Sports Electronic Arts
## 277 NES year 1989 Action Palcom
## 278 NES year 1984 Racing Nintendo
## 279 PS year 1997 Action Hasbro Interactive
## 280 PS2 year 2002 Sports Electronic Arts
## 281 PS4 year 2014 Action Ubisoft
## 282 PC year 1997 Shooter Vivendi Games
## 283 SNES year 1995 Platform Nintendo
## 284 PS2 year 2006 Sports Electronic Arts
## 285 Wii year 2011 Action Nintendo
## 286 SNES year 1992 Fighting Capcom
## 287 Wii year 2007 Misc Take-Two Interactive
## 288 XOne year 2015 Role-Playing Bethesda Softworks
## 289 PC year 2007 Role-Playing Activision
## 290 X360 year 2010 Role-Playing Bethesda Softworks
## 291 PS2 year 2007 Action Sony Computer Entertainment
## 292 X360 year 2007 Racing Microsoft Game Studios
## 293 PS2 year 2005 Sports Konami Digital Entertainment
## 294 PS year 1996 Misc Sony Computer Entertainment
## 295 PS2 year 2000 Fighting Namco Bandai Games
## 296 PS4 year 2014 Shooter Ubisoft
## 297 N64 year 1997 Shooter Nintendo
## 298 PS4 year 2014 Misc Sony Computer Entertainment Europe
## 299 NES year 1984 Sports Nintendo
## 300 PS3 year 2008 Role-Playing Bethesda Softworks
## 301 DS year 2007 Puzzle Nintendo
## 302 X360 year 2009 Shooter Electronic Arts
## 303 PS2 year 2005 Misc Namco Bandai Games
## 304 Wii year 2009 Sports Electronic Arts
## 305 PS4 year 2014 Action Ubisoft
## 306 GB year 1994 Platform Nintendo
## 307 PS2 year 2003 Sports Activision
## 308 PS3 year 2013 Action Ubisoft
## 309 3DS year 2014 Role-Playing Nintendo
## 310 PS3 year 2006 Racing Sony Computer Entertainment
## 311 PC year 2011 Role-Playing Bethesda Softworks
## 312 PS2 year 2005 Fighting Namco Bandai Games
## 313 NES year 1988 Role-Playing Enix Corporation
## 314 PS3 year 2010 Sports Sony Computer Entertainment
## 315 PS4 year 2015 Sports Take-Two Interactive
## 316 PS2 year 2004 Sports Konami Digital Entertainment
## 317 DS year 2007 Misc Nintendo
## 318 PS year 1995 Misc Sony Computer Entertainment
## 319 GB year 1992 Action Nintendo
## 320 DS year 2009 Role-Playing Nintendo
## 321 Wii year 2007 Misc Nintendo
## 322 3DS year 2011 Simulation Nintendo
## 323 PS4 year 2015 Action Warner Bros. Interactive Entertainment
## 324 Wii year 2011 Sports Sega
## 325 X360 year 2008 Action Activision
## 326 PS year 1996 Action Virgin Interactive
## 327 PSP year 2007 Platform Sony Computer Entertainment
## 328 Wii year 2013 Misc Ubisoft
## 329 PC year 2002 Simulation Electronic Arts
## 330 Wii year 2007 Platform Nintendo
## 331 PS year 2001 Action Electronic Arts
## 332 PS4 year 2015 Role-Playing Namco Bandai Games
## 333 PS year 1999 Action Eidos Interactive
## 334 PS year 2000 Platform Sony Computer Entertainment
## 335 PS2 year 2004 Sports Electronic Arts
## 336 GB year 1998 Strategy Nintendo
## 337 PS3 year 2013 Shooter Electronic Arts
## 338 DS year 2007 Simulation Electronic Arts
## 339 DS year 2009 Misc Nintendo
## 340 PS2 year 2002 Sports Activision
## 341 PSP year 2005 Racing Take-Two Interactive
## 342 N64 year 1998 Platform Nintendo
## 343 PS2 year 2002 Shooter Sony Computer Entertainment
## 344 Wii year 2008 Misc Activision
## 345 PS3 year 2013 Racing Sony Computer Entertainment
## 346 PS2 year 2001 Platform Sony Computer Entertainment
## 347 N64 year 1999 Simulation Nintendo
## 348 PS3 year 2009 Sports Electronic Arts
## 349 PS2 year 2007 Sports Konami Digital Entertainment
## 350 PS4 year 2013 Shooter Activision
## 351 PS2 year 2005 Action Capcom
## 352 PS4 year 2016 Shooter Ubisoft
## 353 PS2 year 2004 Shooter LucasArts
## 354 PC year 1994 Shooter Virgin Interactive
## 355 PS2 year 2001 Racing Electronic Arts
## 356 DS year 2007 Simulation 505 Games
## 357 GC year 2001 Action Nintendo
## 358 PS2 year 2005 Shooter LucasArts
## 359 PS year 2000 Fighting THQ
## 360 PS year 1997 Platform Fox Interactive
## 361 PS2 year 2006 Action Take-Two Interactive
## 362 PS2 year 2002 Action Sony Computer Entertainment
## 363 PS year 1997 Action Eidos Interactive
## 364 PS2 year 2001 Shooter Electronic Arts
## 365 PS2 year 2005 Action Eidos Interactive
## 366 X360 year 2013 Shooter Electronic Arts
## 367 X360 year 2010 Sports Electronic Arts
## 368 PS year 2000 Action THQ
## 369 PS year 1999 Platform Sony Computer Entertainment
## 370 X360 year 2008 Shooter Electronic Arts
## 371 DS year 2009 Sports Sega
## 372 X360 year 2009 Action Capcom
## 373 SNES year 1996 Platform Nintendo
## 374 X360 year 2010 Action Ubisoft
## 375 NES year 1985 Action Nintendo
## 376 X360 year 2009 Action Eidos Interactive
## 377 DS year 2006 Misc Nintendo
## 379 XOne year 2015 Shooter Electronic Arts
## 380 X360 year 2010 Shooter Electronic Arts
## 381 DS year 2008 Misc Activision
## 382 XOne year 2014 Action Ubisoft
## 383 PS3 year 2012 Shooter Ubisoft
## 384 3DS year 2013 Role-Playing Capcom
## 385 X360 year 2009 Shooter Take-Two Interactive
## 386 PS2 year 2002 Fighting Namco Bandai Games
## 387 PS4 year 2013 Shooter Electronic Arts
## 388 PS3 year 2011 Platform Sony Computer Entertainment
## 389 PS year 1998 Action Take-Two Interactive
## 390 SNES year 1994 Role-Playing SquareSoft
## 391 PS2 year 2004 Action Activision
## 392 GB year 1990 Racing Nintendo
## 393 PS2 year 2002 Sports Electronic Arts
## 394 PS year 2000 Misc Sony Computer Entertainment
## 395 X360 year 2008 Action Warner Bros. Interactive Entertainment
## 396 PS4 year 2015 Action Konami Digital Entertainment
## 397 DS year 2009 Action Nintendo
## 398 PS year 1998 Fighting Acclaim Entertainment
## 399 N64 year 2000 Action Nintendo
## 400 DS year 2008 Puzzle Nintendo
## 401 PS year 1998 Adventure THQ
## 402 X360 year 2013 Action Ubisoft
## 403 DS year 2006 Misc Nintendo
## 404 PS2 year 2002 Shooter Electronic Arts
## 405 PS2 year 2002 Platform Sony Computer Entertainment
## 406 Wii year 2012 Misc Nintendo
## 407 PS2 year 2005 Action LucasArts
## 408 PS2 year 2001 Shooter Take-Two Interactive
## 409 PS2 year 2003 Action Electronic Arts
## 410 PS4 year 2015 Action Ubisoft
## 411 XOne year 2014 Shooter Activision
## 412 PS2 year 2003 Action Activision
## 413 Wii year 2008 Misc Nintendo
## 414 PSP year 2009 Racing Sony Computer Entertainment
## 415 3DS year 2015 Action Capcom
## 416 PS year 1995 Fighting Sony Computer Entertainment
## 417 XOne year 2015 Sports Electronic Arts
## 418 PS3 year 2011 Adventure Take-Two Interactive
## 419 PS4 year 2015 Sports Electronic Arts
## 420 3DS year 2014 Role-Playing Nintendo
## 421 PS year 1999 Shooter Electronic Arts
## 422 NES year 1983 Sports Nintendo
## 423 SNES year 1995 Fighting Nintendo
## 424 PS year 2000 Fighting THQ
## 425 PSP year 2007 Role-Playing Square Enix
## 426 PSP year 2008 Action Sony Computer Entertainment
## 427 SNES year 1995 Role-Playing Enix Corporation
## 428 X360 year 2010 Misc MTV Games
## 429 PS2 year 2003 Action Atari
## 430 WiiU year 2015 Platform Nintendo
## 431 PS3 year 2010 Role-Playing Bethesda Softworks
## 433 DS year 2008 Misc Nintendo
## 434 PS2 year 2001 Simulation Sony Computer Entertainment Europe
## 435 DS year 2008 Adventure Disney Interactive Studios
## 436 GC year 2001 Simulation Nintendo
## 437 DS year 2008 Action Warner Bros. Interactive Entertainment
## 438 DS year 2005 Platform Sega
## 439 PS3 year 2012 Shooter Capcom
## 440 XOne year 2014 Shooter Microsoft Game Studios
## 441 PS2 year 2007 Sports Electronic Arts
## 442 PS year 2000 Action Activision
## 443 PS year 1998 Racing Electronic Arts
## 444 N64 year 1999 Racing Nintendo
## 445 DS year 2006 Misc Nintendo
## 446 PS3 year 2007 Role-Playing Ubisoft
## 447 NES year 1990 Role-Playing Enix Corporation
## 448 PS3 year 2010 Adventure Sony Computer Entertainment
## 449 X360 year 2010 Role-Playing Electronic Arts
## 450 X360 year 2014 Sports Electronic Arts
## 451 PS2 year 2002 Fighting Atari
## 452 PS2 year 2001 Sports Electronic Arts
## 453 NES year 1986 Sports Namco Bandai Games
## 454 X360 year 2012 Shooter Take-Two Interactive
## 455 3DS year 2013 Action Nintendo
## 456 GB year 1994 Platform Nintendo
## 457 PC year 2002 Simulation Electronic Arts
## 458 X360 year 2012 Role-Playing Electronic Arts
## 459 X360 year 2008 Action Activision
## 460 X360 year 2012 Shooter Ubisoft
## 461 Wii year 2010 Platform Disney Interactive Studios
## 462 X360 year 2008 Action THQ
## 463 PS year 1995 Platform Ubisoft
## 464 PS3 year 2009 Shooter Sony Computer Entertainment
## 465 XB year 2002 Action Ubisoft
## 466 NES year 1987 Fighting Nintendo
## 467 PS2 year 2002 Sports THQ
## 468 XOne year 2015 Shooter Microsoft Game Studios
## 469 X360 year 2012 Sports Take-Two Interactive
## 470 PS2 year 2007 Fighting Atari
## 472 PS4 year 2014 Action Warner Bros. Interactive Entertainment
## 473 SNES year 1993 Shooter Nintendo
## 474 PC year 2000 Misc Electronic Arts
## 475 PS2 year 2002 Sports Konami Digital Entertainment
## 476 PS2 year 2001 Action Capcom
## 477 3DS year 2015 Simulation Nintendo
## 478 PS3 year 2010 Shooter Electronic Arts
## 479 PC year 2014 Simulation Electronic Arts
## 480 PC year 2011 Role-Playing Electronic Arts
## 481 PS2 year 2003 Platform Sega
## 482 DS year 2008 Platform Nintendo
## 483 PS2 year 2002 Action Eidos Interactive
## 484 X360 year 2009 Fighting Capcom
## 485 N64 year 1996 Racing Nintendo
## 486 PS2 year 2003 Shooter Sony Computer Entertainment
## 487 PS2 year 2005 Fighting THQ
## 488 PS3 year 2009 Action Sony Computer Entertainment
## 489 GBA year 2001 Puzzle Atari
## 490 X360 year 2007 Role-Playing Microsoft Game Studios
## 491 Wii year 2006 Puzzle Nintendo
## 492 Wii year 2007 Simulation 505 Games
## 493 GBA year 2002 Platform Nintendo
## 494 PS4 year 2013 Sports Electronic Arts
## 495 XOne year 2014 Shooter Electronic Arts
## 496 PS2 year 2004 Misc Sega
## 497 X360 year 2008 Sports Sega
## 498 PS2 year 2003 Sports Konami Digital Entertainment
## 499 PS3 year 2012 Racing Electronic Arts
## 500 PS2 year 2001 Sports Sony Computer Entertainment
## 501 PS2 year 2004 Shooter Activision
## 502 Wii year 2011 Sports Majesco Entertainment
## 503 PS year 1999 Shooter Sony Computer Entertainment
## 504 DS year 2007 Simulation Ubisoft
## 505 PS year 1998 Racing Codemasters
## 506 XOne year 2013 Shooter Activision
## 507 X360 year 2012 Sports Electronic Arts
## 508 XB year 2002 Role-Playing Ubisoft
## 509 PS3 year 2011 Fighting Warner Bros. Interactive Entertainment
## 510 SNES year 1990 Racing Nintendo
## 511 N64 year 1997 Platform Nintendo
## 512 PC year 1996 Strategy Virgin Interactive
## 513 Wii year 2011 Action Activision
## 514 PS3 year 2015 Sports Electronic Arts
## 515 PS3 year 2010 Action Ubisoft
## 516 X360 year 2007 Shooter Take-Two Interactive
## 517 X360 year 2009 Sports Electronic Arts
## 518 PS3 year 2010 Shooter Electronic Arts
## 519 PS2 year 2002 Fighting THQ
## 520 GC year 2002 Shooter Nintendo
## 521 GBA year 2003 Action THQ
## 522 PC year 1994 Adventure Red Orb
## 523 PS3 year 2010 Racing Electronic Arts
## 524 DS year 2007 Simulation Ubisoft
## 525 PS2 year 2003 Fighting THQ
## 526 X360 year 2008 Action LucasArts
## 527 DS year 2006 Platform Nintendo
## 528 PS year 1997 Sports Sony Computer Entertainment
## 529 PS3 year 2011 Shooter Sony Computer Entertainment
## 530 PS year 1998 Platform Sony Computer Entertainment
## 531 PS2 year 2001 Fighting THQ
## 532 SNES year 1992 Role-Playing Enix Corporation
## 533 PS year 1996 Fighting GT Interactive
## 534 PC year 2011 Shooter Electronic Arts
## 535 PS2 year 2001 Sports Electronic Arts
## 536 DS year 2009 Puzzle Nintendo
## 537 3DS year 2011 Role-Playing Nintendo
## 538 PS2 year 2003 Platform Sony Computer Entertainment
## 539 PS4 year 2014 Action Sony Computer Entertainment
## 540 PS2 year 2003 Platform Sony Computer Entertainment
## 541 PS3 year 2009 Fighting Namco Bandai Games
## 542 PS2 year 2003 Simulation Electronic Arts
## 543 Wii year 2007 Platform Sega
## 544 X360 year 2011 Action THQ
## 545 2600 year 1980 Shooter Atari
## 546 SNES year 1992 Misc Nintendo
## 547 PS4 year 2013 Action Ubisoft
## 548 N64 year 2000 Strategy Nintendo
## 549 NES year 1986 Action Nintendo
## 550 X360 year 2011 Adventure Take-Two Interactive
## 551 X360 year 2006 Shooter Activision
## 552 GBA year 2002 Action Nintendo
## 553 PS2 year 2001 Action Virgin Interactive
## 554 PS4 year 2015 Fighting Warner Bros. Interactive Entertainment
## 555 N64 year 1998 Misc Nintendo
## 556 X360 year 2011 Sports Electronic Arts
## 557 PS2 year 2006 Action LucasArts
## 558 X360 year 2010 Sports Electronic Arts
## 559 DS year 2010 Puzzle Nintendo
## 560 X360 year 2010 Sports Electronic Arts
## 561 PS2 year 2004 Racing Electronic Arts
## 562 3DS year 2014 Role-Playing Level 5
## 563 PS3 year 2009 Racing Electronic Arts
## 564 PS3 year 2011 Role-Playing Square Enix
## 565 GEN year 1992 Fighting Arena Entertainment
## 566 PS2 year 2005 Shooter Activision
## 567 X360 year 2008 Misc Activision
## 568 PS year 1998 Shooter Electronic Arts
## 569 XB year 2004 Role-Playing Microsoft Game Studios
## 570 DS year 2006 Action Disney Interactive Studios
## 571 PS2 year 2003 Action Ubisoft
## 572 Wii year 2012 Action Activision
## 573 PSP year 2006 Shooter Electronic Arts
## 574 NES year 1986 Platform Nintendo
## 575 N64 year 1996 Action Nintendo
## 576 X360 year 2007 Action LucasArts
## 577 PS2 year 2000 Racing Take-Two Interactive
## 578 PSP year 2006 Fighting Sony Computer Entertainment
## 579 X360 year 2009 Strategy Microsoft Game Studios
## 580 PS3 year 2009 Action Sony Computer Entertainment
## 581 PS2 year 2004 Sports Sega
## 582 Wii year 2007 Sports Nintendo
## 583 X360 year 2010 Shooter Electronic Arts
## 584 X360 year 2009 Sports Electronic Arts
## 585 X360 year 2011 Sports Take-Two Interactive
## 586 DS year 2008 Simulation Nintendo
## 587 PS2 year 2002 Action Electronic Arts
## 588 Wii year 2010 Platform Nintendo
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## 590 PS3 year 2008 Sports Electronic Arts
## 591 PS3 year 2007 Platform Sony Computer Entertainment
## 592 PS2 year 2004 Sports Electronic Arts
## 593 PSP year 2009 Platform Sony Computer Entertainment
## 594 PS4 year 2013 Shooter Sony Computer Entertainment
## 595 X360 year 2009 Action Take-Two Interactive
## 596 PSP year 2007 Role-Playing Capcom
## 597 PS2 year 2006 Fighting THQ
## 598 PS2 year 2004 Platform Sony Computer Entertainment
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## 600 X360 year 2009 Role-Playing Electronic Arts
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## 602 GC year 2001 Platform Sega
## 603 NES year 1987 Role-Playing Enix Corporation
## 604 PS3 year 2012 Sports Electronic Arts
## 605 GC year 2003 Role-Playing Nintendo
## 606 Wii year 2008 Sports Konami Digital Entertainment
## 607 X360 year 2008 Sports Electronic Arts
## 609 PS2 year 2001 Racing Acclaim Entertainment
## 610 N64 year 2000 Action Nintendo
## 611 Wii year 2007 Misc Midway Games
## 612 NES year 1986 Role-Playing Capcom
## 613 PS3 year 2013 Action Square Enix
## 614 X360 year 2006 Role-Playing Activision
## 615 PS2 year 2008 Sports Konami Digital Entertainment
## 616 N64 year 1999 Misc Nintendo
## 617 PS3 year 2011 Action THQ
## 618 XB year 2003 Action Take-Two Interactive
## 619 Wii year 2010 Action Warner Bros. Interactive Entertainment
## 620 PS2 year 2002 Fighting Midway Games
## 621 PS3 year 2008 Shooter Sony Computer Entertainment
## 622 X360 year 2008 Racing Disney Interactive Studios
## 623 PS year 1998 Action Eidos Interactive
## 624 PS3 year 2012 Sports Take-Two Interactive
## 626 X360 year 2013 Sports Take-Two Interactive
## 627 GC year 2002 Misc Nintendo
## 628 Wii year 2010 Misc THQ
## 629 PS3 year 2008 Racing Take-Two Interactive
## 630 SNES year 1992 Role-Playing SquareSoft
## 631 PS year 1997 Role-Playing SquareSoft
## 632 PS year 1996 Racing Sony Computer Entertainment
## 633 X360 year 2011 Shooter Microsoft Game Studios
## 634 PSP year 2006 Racing Electronic Arts
## 635 PS2 year 2003 Simulation Electronic Arts
## 636 PC year 1997 Adventure Red Orb
## 637 X360 year 2008 Shooter Ubisoft
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## 639 NES year 1988 Sports Nintendo
## 640 PS3 year 2010 Sports Konami Digital Entertainment
## 641 PS2 year 2003 Fighting Atari
## 642 PS2 year 2001 Racing Sony Computer Entertainment
## 643 PS year 1998 Action Capcom
## 644 XOne year 2014 Misc Microsoft Game Studios
## 645 PS2 year 2007 Racing Electronic Arts
## 646 XOne year 2015 Sports Electronic Arts
## 647 PS year 1996 Puzzle JVC
## 648 NES year 1987 Fighting Nintendo
## 649 PC year 1997 Strategy Electronic Arts
## 651 PS4 year 2015 Racing Electronic Arts
## 652 X360 year 2010 Sports 505 Games
## 654 PC year 1994 Misc Hasbro Interactive
## 655 PS3 year 2013 Action Warner Bros. Interactive Entertainment
## 656 X360 year 2011 Action Deep Silver
## 657 PS2 year 2005 Misc RedOctane
## 658 PS3 year 2007 Action LucasArts
## 659 X360 year 2011 Misc Microsoft Game Studios
## 660 N64 year 1998 Fighting THQ
## 661 PS4 year 2015 Action Sony Computer Entertainment
## 662 PS4 year 2014 Sports Take-Two Interactive
## 663 PS3 year 2010 Sports Electronic Arts
## 664 PS2 year 2001 Misc Konami Digital Entertainment
## 665 X360 year 2007 Sports Electronic Arts
## 666 PC year 2004 Shooter Vivendi Games
## 667 PS2 year 2004 Action THQ
## 668 PS2 year 2004 Sports Activision
## 669 PS3 year 2009 Sports Electronic Arts
## 670 X360 year 2011 Sports Microsoft Game Studios
## 671 GB year 1995 Platform Nintendo
## 672 DS year 2010 Action Warner Bros. Interactive Entertainment
## 673 GB year 1996 Platform Nintendo
## 674 GB year 1998 Role-Playing Eidos Interactive
## 675 X360 year 2008 Racing Take-Two Interactive
## 676 Wii year 2013 Platform Activision
## 677 PS2 year 2007 Fighting THQ
## 678 Wii year 2008 Sports Ubisoft
## 679 PS2 year 2001 Action Capcom
## 680 X360 year 2010 Simulation Electronic Arts
## 681 3DS year 2015 Action Nintendo
## 682 XOne year 2015 Sports Take-Two Interactive
## 683 Wii year 2010 Misc Ubisoft
## 684 N64 year 2000 Sports Nintendo
## 685 PS year 1997 Action Take-Two Interactive
## 686 PS2 year 2004 Shooter Electronic Arts
## 687 DS year 2004 Puzzle Nintendo
## 688 PS year 1999 Racing Electronic Arts
## 689 SNES year 1995 Role-Playing SquareSoft
## 690 PS year 1998 Sports 989 Studios
## 691 X360 year 2013 Action Warner Bros. Interactive Entertainment
## 692 PC year 2012 Action NCSoft
## 693 DS year 2008 Role-Playing Nintendo
## 694 PS3 year 2011 Action Deep Silver
## 695 PC year 1997 Action Eidos Interactive
## 696 PS3 year 2013 Action Sony Computer Entertainment
## 697 XB year 2004 Racing Electronic Arts
## 698 PS3 year 2009 Sports Konami Digital Entertainment
## 699 Wii year 2014 Misc Ubisoft
## 700 3DS year 2015 Action Level 5
## 701 NES year 1983 Platform Nintendo
## 702 PS2 year 2008 Sports Electronic Arts
## 703 PS3 year 2008 Action LucasArts
## 704 PS3 year 2012 Shooter Take-Two Interactive
## 705 PS year 1997 Racing Codemasters
## 706 3DS year 2012 Role-Playing Nintendo
## 707 PS3 year 2009 Misc Sega
## 708 Wii year 2006 Misc Sega
## 709 GBA year 2002 Platform Nintendo
## 710 GBA year 2001 Platform Nintendo
## 711 PS3 year 2007 Misc Activision
## 713 Wii year 2007 Action Capcom
## 714 PSV year 2014 Misc Sony Computer Entertainment Europe
## 715 PS2 year 2002 Adventure Capcom
## 716 PS year 1997 Sports UEP Systems
## 717 GC year 2004 Role-Playing Nintendo
## 718 PS3 year 2011 Sports Electronic Arts
## 719 Wii year 2009 Role-Playing Nintendo
## 720 PSP year 2008 Fighting Square Enix
## 721 GBA year 2001 Platform Sega
## 722 GBA year 2001 Platform Vivendi Games
## 723 NES year 1990 Action Konami Digital Entertainment
## 724 DS year 2008 Action Activision
## 725 PS2 year 2009 Simulation Konami Digital Entertainment
## 726 WiiU year 2013 Platform Nintendo
## 727 PS2 year 2003 Action Ubisoft
## 728 DS year 2009 Puzzle Warner Bros. Interactive Entertainment
## 729 GB year 1998 Adventure Nintendo
## 730 X360 year 2010 Racing Electronic Arts
## 731 X360 year 2010 Shooter Take-Two Interactive
## 732 XOne year 2013 Action Ubisoft
## 733 PS2 year 2006 Action Capcom
## 734 X360 year 2008 Misc Electronic Arts
## 735 2600 year 1981 Action Parker Bros.
## 736 X360 year 2007 Misc Activision
## 737 GB year 2000 Platform Nintendo
## 738 NES year 1986 Sports Namco Bandai Games
## 739 Wii year 2008 Platform Sega
## 740 DS year 2007 Puzzle Disney Interactive Studios
## 741 PS3 year 2011 Action Konami Digital Entertainment
## 742 X360 year 2006 Action THQ
## 743 XB year 2003 Role-Playing Activision
## 744 GB year 1992 Misc Nintendo
## 745 GB year 2000 Platform Nintendo
## 746 PS3 year 2012 Action Square Enix
## 747 GB year 2000 Role-Playing Konami Digital Entertainment
## 748 PS2 year 2002 Racing THQ
## 749 XOne year 2013 Racing Microsoft Game Studios
## 750 X360 year 2013 Sports Electronic Arts
## 751 DS year 2006 Role-Playing Nintendo
## 752 GBA year 2003 Role-Playing Nintendo
## 753 X360 year 2010 Role-Playing Square Enix
## 754 N64 year 1998 Simulation Nintendo
## 755 NES year 1984 Sports Nintendo
## 756 PC year 2001 Simulation Electronic Arts
## 757 Wii year 2009 Sports Ubisoft
## 758 PS year 2000 Shooter Sony Computer Entertainment
## 759 PS4 year 2015 Shooter Ubisoft
## 760 NES year 1987 Sports Nintendo
## 761 XOne year 2014 Sports Electronic Arts
## 762 PSP year 2007 Shooter Activision
## 763 SNES year 1996 Role-Playing Nintendo
## 764 NES year 1983 Misc Nintendo
## 765 NES year 1988 Racing Nintendo
## 766 PC year 1992 Simulation Maxis
## 767 2600 year 1981 Shooter Imagic
## 768 PS2 year 2004 Simulation Konami Digital Entertainment
## 769 DS year 2006 Puzzle Nintendo
## 770 GBA year 2003 Role-Playing SquareSoft
## 771 PS4 year 2016 Action Ubisoft
## 772 DS year 2010 Action Disney Interactive Studios
## 773 DS year 2006 Role-Playing Square Enix
## 774 Wii year 2010 Platform Nintendo
## 775 XB year 2001 Racing Microsoft Game Studios
## 776 GB year 1989 Sports Nintendo
## 777 PS3 year 2011 Sports Take-Two Interactive
## 778 PS3 year 2009 Shooter Take-Two Interactive
## 779 N64 year 2000 Sports Activision
## 780 PS3 year 2008 Sports Konami Digital Entertainment
## 781 PS2 year 2002 Racing Electronic Arts
## 782 Wii year 2010 Sports Nintendo
## 784 PS2 year 2003 Action Tecmo Koei
## 785 X360 year 2011 Fighting Warner Bros. Interactive Entertainment
## 786 PS year 1998 Role-Playing SquareSoft
## 787 PS2 year 2002 Platform THQ
## 788 XB year 2002 Action Microsoft Game Studios
## 789 PSP year 2005 Racing Electronic Arts
## 790 X360 year 2011 Shooter Valve Software
## 791 PS2 year 2005 Action Capcom
## 792 PS year 1997 Sports ASCII Entertainment
## 793 X360 year 2006 Action Capcom
## 794 PS2 year 2003 Action THQ
## 795 X360 year 2010 Action Take-Two Interactive
## 796 Wii year 2009 Misc Mindscape
## 797 DS year 2006 Simulation Electronic Arts
## 798 PS4 year 2015 Shooter Electronic Arts
## 799 PSP year 2010 Action Konami Digital Entertainment
## 800 PC year 2010 Role-Playing Activision
## 801 PS2 year 2002 Puzzle THQ
## 802 PS3 year 2008 Racing Electronic Arts
## 803 Wii year 2007 Simulation Konami Digital Entertainment
## 804 GC year 2003 Misc Nintendo
## 805 PS3 year 2010 Action Take-Two Interactive
## 806 PC year 1998 Strategy Electronic Arts
## 807 PC year 1994 Strategy Activision
## 808 PS3 year 2010 Sports Electronic Arts
## 809 PS year 2002 Shooter Take-Two Interactive
## 810 PSP year 2010 Role-Playing Square Enix
## 811 X360 year 2009 Fighting THQ
## 812 PS3 year 2011 Role-Playing Namco Bandai Games
## 813 GBA year 2001 Strategy Konami Digital Entertainment
## 814 X360 year 2007 Racing Electronic Arts
## 815 PS3 year 2010 Simulation Electronic Arts
## 816 X360 year 2010 Action Ubisoft
## 817 GBA year 2005 Role-Playing Nintendo
## 818 GBA year 2004 Action THQ
## 819 PS year 1998 Racing Namco Bandai Games
## 820 PS2 year 2003 Fighting Namco Bandai Games
## 821 3DS year 2013 Role-Playing Nintendo
## 822 PS3 year 2007 Racing Electronic Arts
## 823 DS year 2008 Misc Take-Two Interactive
## 824 PS3 year 2013 Sports Take-Two Interactive
## 825 DS year 2005 Role-Playing Nintendo
## 826 GC year 2002 Misc Infogrames
## 827 PS3 year 2013 Role-Playing Activision
## 828 GEN year 1992 Sports Arena Entertainment
## 829 X360 year 2007 Racing Microsoft Game Studios
## 830 DS year 2009 Role-Playing Square Enix
## 831 X360 year 2011 Misc Microsoft Game Studios
## 832 Wii year 2008 Misc Ubisoft
## 833 PS2 year 2006 Shooter Sony Computer Entertainment
## 834 PS2 year 2005 Action Ubisoft
## 835 GBA year 2003 Platform Nintendo
## 836 PS3 year 2011 Action Electronic Arts
## 837 PS4 year 2014 Sports Electronic Arts
## 838 N64 year 1998 Sports Nintendo
## 839 X360 year 2011 Misc Ubisoft
## 840 PS2 year 2003 Sports Electronic Arts
## 841 PS3 year 2008 Action Electronic Arts
## 842 X360 year 2005 Shooter Activision
## 843 X360 year 2014 Sports Electronic Arts
## 844 X360 year 2012 Racing Microsoft Game Studios
## 845 DS year 2007 Puzzle Midway Games
## 846 XOne year 2016 Shooter Ubisoft
## 847 PS3 year 2013 Action Warner Bros. Interactive Entertainment
## 848 3DS year 2012 Role-Playing Nintendo
## 849 PS4 year 2014 Racing Sony Computer Entertainment
## 850 SNES year 1993 Fighting Nintendo
## 851 PS3 year 2008 Fighting Midway Games
## 852 PS year 1997 Action Activision
## 853 GB year 1989 Sports Nintendo
## 854 GBA year 2002 Action Electronic Arts
## 855 PS year 2002 Action Electronic Arts
## 856 SNES year 1991 Simulation Nintendo
## 857 XOne year 2013 Shooter Electronic Arts
## 858 X360 year 2012 Shooter Capcom
## 859 PS4 year 2014 Role-Playing Electronic Arts
## 860 DS year 2010 Platform Sega
## 861 PS2 year 2002 Platform Universal Interactive
## 862 Wii year 2008 Shooter Activision
## 863 PS2 year 2003 Action Capcom
## 864 PS3 year 2008 Racing Electronic Arts
## 865 2600 year 1981 Action Atari
## 866 X360 year 2013 Shooter Take-Two Interactive
## 867 PSP year 2004 Sports Sony Computer Entertainment
## 868 NES year 1986 Racing Nintendo
## 869 NES year 1985 Sports Nintendo
## 870 DS year 2006 Platform Nintendo
## 871 X360 year 2006 Shooter Ubisoft
## 872 X360 year 2014 Shooter Activision
## 873 PS2 year 2003 Racing Vivendi Games
## 874 XB year 2005 Action Take-Two Interactive
## 875 PC year 1994 Shooter LucasArts
## 876 PS2 year 2003 Sports Electronic Arts
## 877 PS2 year 2003 Fighting Electronic Arts
## 878 X360 year 2008 Sports Electronic Arts
## 879 PC year 1999 Misc Disney Interactive Studios
## 880 PS year 2001 Adventure THQ
## 881 GB year 1989 Puzzle Nintendo
## 882 PS2 year 2004 Fighting Atari
## 883 PS year 1997 Racing Sony Computer Entertainment
## 884 PS2 year 2002 Shooter Ubisoft
## 885 PS2 year 2004 Role-Playing Activision
## 886 X360 year 2013 Action Warner Bros. Interactive Entertainment
## 887 PS3 year 2008 Misc Activision
## 888 SNES year 1993 Fighting Acclaim Entertainment
## 889 SAT year 1995 Fighting Sega
## 890 GB year 1998 Puzzle Nintendo
## 891 X360 year 2008 Fighting Midway Games
## 892 PS3 year 2014 Action Ubisoft
## 893 Wii year 2008 Sports Nintendo
## 894 X360 year 2013 Action Square Enix
## 895 GB year 2001 Action Nintendo
## 896 X360 year 2009 Racing Electronic Arts
## 897 Wii year 2008 Misc Electronic Arts
## 898 PS2 year 2001 Shooter THQ
## 899 PC year 2003 Simulation Electronic Arts
## 900 PS2 year 2004 Racing THQ
## 901 PS year 1996 Misc Sony Computer Entertainment
## 902 Wii year 2009 Misc Disney Interactive Studios
## 903 N64 year 2000 Misc Nintendo
## 904 Wii year 2008 Action LucasArts
## 905 Wii year 2008 Misc Midway Games
## 906 PS4 year 2015 Shooter Activision
## 907 Wii year 2011 Action LucasArts
## 908 GC year 2001 Simulation LucasArts
## 909 PS3 year 2012 Shooter Take-Two Interactive
## 910 PS4 year 2013 Racing Electronic Arts
## 911 PS3 year 2008 Sports Electronic Arts
## 912 3DS year 2013 Role-Playing Nintendo
## 913 PS3 year 2009 Platform Sony Computer Entertainment
## 940 PS3 year 2011 Action Sony Computer Entertainment
## 941 PS2 year 2001 Racing Unknown
## 942 PS3 year 2009 Role-Playing Namco Bandai Games
## 943 PS2 year 2005 Sports Electronic Arts
## 944 N64 year 1998 Simulation Nintendo
## 945 GBA year 2005 Misc THQ
## 946 PC year 2012 Role-Playing Activision
## 947 PS year 1996 Racing Sony Computer Entertainment
## 948 PS4 year 2015 Action Square Enix
## 949 SNES year 1993 Role-Playing SquareSoft
## 950 X360 year 2007 Shooter Electronic Arts
## 951 PS year 1995 Simulation Sony Computer Entertainment
## 952 3DS year 2014 Platform Nintendo
## 953 GEN year 1994 Platform Sega
## 954 PS2 year 2001 Misc Namco Bandai Games
## 955 PC year 2001 Simulation Electronic Arts
## 956 Wii year 2007 Shooter Nintendo
## 957 DS year 2010 Role-Playing Nintendo
## 958 PS4 year 2014 Action Bethesda Softworks
## 959 PS2 year 2003 Simulation Konami Digital Entertainment
## 960 DC year 2000 Racing Sega
## 961 PS2 year 2002 Fighting Sega
## 962 PS2 year 2004 Platform Sony Computer Entertainment
## 963 PS2 year 2008 Misc Activision
## 964 GBA year 2002 Platform Sega
## 965 X360 year 2006 Sports Electronic Arts
## 966 PS3 year 2010 Action Take-Two Interactive
## 967 PS year 1999 Sports 989 Studios
## 968 PS3 year 2015 Shooter Activision
## 969 SNES year 1994 Platform Virgin Interactive
## 970 PS3 year 2013 Adventure Sony Computer Entertainment
## 971 X360 year 2012 Action Microsoft Game Studios
## 972 PS2 year 2003 Racing Take-Two Interactive
## 973 DS year 2006 Role-Playing Square Enix
## 974 PS year 2001 Action THQ
## 975 PS2 year 2004 Action Sony Computer Entertainment
## 976 3DS year 2011 Puzzle Nintendo
## 977 PS3 year 2010 Action Square Enix
## 978 PS3 year 2012 Role-Playing Capcom
## 979 WiiU year 2013 Action Nintendo
## 980 PS2 year 2005 Action Vivendi Games
## 981 Wii year 2007 Misc Disney Interactive Studios
## 982 WiiU year 2013 Misc Nintendo
## 983 PS3 year 2013 Sports Electronic Arts
## 984 SNES year 1991 Role-Playing Square
## 985 N64 year 2000 Platform Nintendo
## 986 XB year 2001 Fighting Microsoft Game Studios
## 987 PS3 year 2009 Fighting THQ
## 988 GB year 1991 Adventure Nintendo
## 989 PS year 1998 Fighting Acclaim Entertainment
## 990 PS2 year 2004 Platform THQ
## 991 GBA year 2001 Role-Playing Nintendo
## 992 GEN year 1994 Platform Sega
## 993 NES year 1986 Platform Nintendo
## 994 PS2 year 2004 Fighting Electronic Arts
## 995 XB year 2002 Shooter Ubisoft
## 996 PS2 year 2002 Action Take-Two Interactive
## 997 PS3 year 2013 Shooter Take-Two Interactive
## 998 X360 year 2012 Action Square Enix
## 999 GBA year 2007 Action THQ
## NA_Sales EU_Sales JP_Sales Other_Sales Global_Sales Dummy
## 1 41.49 29.02 3.77 8.46 82.74 0
## 2 29.08 3.58 6.81 0.77 40.24 0
## 3 15.85 12.88 3.79 3.31 35.82 0
## 4 15.75 11.01 3.28 2.96 33.00 0
## 5 11.27 8.89 10.22 1.00 31.37 0
## 6 23.20 2.26 4.22 0.58 30.26 0
## 7 11.38 9.23 6.50 2.90 30.01 0
## 8 14.03 9.20 2.93 2.85 29.02 0
## 9 14.59 7.06 4.70 2.26 28.62 0
## 10 26.93 0.63 0.28 0.47 28.31 0
## 11 9.07 11.00 1.93 2.75 24.76 0
## 12 9.81 7.57 4.13 1.92 23.42 0
## 13 9.00 6.18 7.20 0.71 23.10 0
## 14 8.94 8.03 3.60 2.15 22.72 0
## 15 9.09 8.59 2.53 1.79 22.00 0
## 16 14.97 4.94 0.24 1.67 21.82 0
## 17 7.01 9.27 0.97 4.14 21.40 0
## 18 9.43 0.40 0.41 10.57 20.81 0
## 19 12.78 3.75 3.54 0.55 20.61 0
## 20 4.75 9.26 4.16 2.05 20.22 1
## 21 6.42 4.52 6.04 1.37 18.36 0
## 22 10.83 2.71 4.18 0.42 18.14 0
## 23 9.54 3.44 3.84 0.46 17.28 0
## 24 9.63 5.31 0.06 1.38 16.38 0
## 25 8.41 5.49 0.47 1.78 16.15 0
## 26 6.06 3.90 5.38 0.50 15.85 0
## 27 5.57 3.28 5.65 0.82 15.32 0
## 28 3.44 5.36 5.32 1.18 15.30 1
## 29 6.85 5.09 1.87 1.16 14.98 0
## 30 9.03 4.28 0.13 1.32 14.76 0
## 31 5.89 5.04 3.12 0.59 14.64 0
## 32 9.67 3.73 0.11 1.13 14.64 0
## 33 5.17 4.05 4.34 0.79 14.35 0
## 34 5.77 5.81 0.35 2.31 14.24 0
## 35 4.99 5.88 0.65 2.52 14.03 1
## 36 8.25 4.30 0.07 1.12 13.73 0
## 37 8.52 3.63 0.08 1.29 13.51 0
## 38 5.54 5.82 0.49 1.62 13.46 0
## 39 6.99 4.51 0.30 1.30 13.10 0
## 40 6.75 2.61 2.66 1.02 13.04 0
## 41 5.98 4.44 0.48 1.83 12.73 0
## 42 2.55 3.52 5.33 0.88 12.27 1
## 43 4.74 3.91 2.67 0.89 12.21 1
## 44 7.97 2.83 0.13 1.21 12.14 0
## 45 3.80 5.81 0.36 2.02 11.98 1
## 46 4.40 2.77 3.96 0.77 11.90 1
## 47 6.91 2.85 1.91 0.23 11.89 0
## 48 3.01 0.01 1.10 7.53 11.66 1
## 49 6.16 3.40 1.20 0.76 11.52 0
## 50 4.23 3.37 3.08 0.65 11.33 1
## 51 6.16 2.04 2.69 0.29 11.18 0
## 52 6.76 3.10 0.14 1.03 11.02 0
## 53 4.02 3.87 2.54 0.52 10.95 1
## 54 4.89 2.99 2.13 0.78 10.79 1
## 55 2.96 4.88 0.81 2.12 10.77 1
## 56 4.99 3.69 0.38 1.63 10.69 1
## 57 4.76 3.76 0.44 1.62 10.57 1
## 58 5.99 2.15 2.12 0.29 10.55 0
## 59 4.34 2.65 3.15 0.35 10.49 1
## 60 5.08 3.11 1.25 0.98 10.42 0
## 61 6.05 3.15 0.00 1.07 10.26 0
## 62 6.72 2.63 0.04 0.82 10.21 0
## 63 7.03 1.98 0.08 0.78 9.88 0
## 64 5.55 1.94 2.23 0.15 9.87 0
## 65 3.66 3.07 2.47 0.63 9.82 1
## 66 6.63 2.36 0.04 0.73 9.76 0
## 67 3.01 2.47 3.28 0.96 9.72 1
## 68 4.09 3.73 0.38 1.38 9.59 1
## 69 5.84 2.89 0.01 0.78 9.52 0
## 70 3.88 3.42 1.69 0.50 9.49 1
## 71 5.91 2.38 0.13 0.90 9.32 0
## 72 4.36 1.71 3.00 0.23 9.30 1
## 73 5.58 2.83 0.02 0.77 9.20 0
## 74 2.01 2.32 4.36 0.41 9.09 1
## 75 4.46 1.88 1.98 0.70 9.02 1
## 76 5.03 2.86 0.10 0.85 8.84 0
## 77 3.54 1.24 3.81 0.18 8.76 1
## 78 1.11 6.06 0.06 1.26 8.49 1
## 79 1.79 3.53 2.49 0.68 8.49 1
## 80 6.82 1.53 0.05 0.08 8.49 0
## 81 3.81 2.30 1.58 0.73 8.42 1
## 82 2.91 1.86 3.14 0.43 8.33 1
## 83 1.06 5.05 0.13 2.01 8.24 1
## 84 0.98 6.42 0.00 0.71 8.11 1
## 85 5.80 2.01 0.13 0.15 8.09 0
## 86 2.58 3.90 0.66 0.91 8.06 1
## 87 2.91 2.07 2.73 0.33 8.05 1
## 88 2.28 1.72 3.63 0.23 7.86 1
## 89 2.82 1.78 2.69 0.55 7.84 1
## 90 7.28 0.45 0.00 0.08 7.81 0
## 91 2.90 2.83 0.24 1.75 7.72 1
## 92 3.66 2.42 0.98 0.64 7.69 1
## 93 2.93 3.29 0.22 1.23 7.67 1
## 94 2.80 3.30 0.14 1.37 7.60 1
## 95 4.10 1.89 1.45 0.16 7.60 1
## 96 3.78 2.17 1.31 0.31 7.58 1
## 97 5.39 1.18 0.70 0.19 7.46 0
## 98 3.24 1.35 2.42 0.43 7.45 1
## 99 4.79 1.90 0.00 0.69 7.37 1
## 100 4.46 2.13 0.06 0.69 7.34 1
## 101 3.83 2.19 0.60 0.70 7.31 1
## 102 4.52 2.09 0.01 0.67 7.30 1
## 103 3.51 3.03 0.00 0.73 7.27 1
## 104 2.85 2.93 0.35 1.10 7.23 1
## 105 3.27 2.83 0.08 1.02 7.20 1
## 106 3.27 2.22 1.40 0.29 7.16 1
## 107 3.68 1.75 1.42 0.28 7.13 1
## 108 4.41 1.04 1.39 0.22 7.07 1
## 109 3.13 2.07 1.27 0.49 6.96 1
## 110 2.47 3.15 0.24 1.10 6.96 1
## 111 4.12 1.77 0.87 0.19 6.95 1
## 112 4.14 2.21 0.00 0.56 6.91 1
## 113 0.78 4.32 0.07 1.73 6.90 1
## 114 2.71 3.02 0.08 1.09 6.90 1
## 115 2.93 2.75 0.17 0.99 6.83 1
## 116 2.77 2.80 0.19 1.06 6.83 1
## 117 3.23 2.35 0.94 0.30 6.82 1
## 118 3.50 2.64 0.00 0.67 6.81 1
## 119 4.15 1.92 0.06 0.64 6.76 1
## 120 3.27 2.25 0.21 1.00 6.73 1
## 121 3.10 2.30 0.28 1.04 6.72 1
## 122 0.84 4.32 0.11 1.42 6.69 1
## 123 1.67 2.78 1.60 0.62 6.67 1
## 124 2.79 2.61 0.17 1.03 6.60 1
## 125 0.79 4.29 0.05 1.47 6.59 1
## 126 3.25 1.84 1.03 0.47 6.59 1
## 127 2.55 2.71 0.25 1.05 6.56 1
## 128 3.74 0.93 1.69 0.14 6.51 1
## 129 2.64 2.56 0.16 1.14 6.50 1
## 130 4.98 1.30 0.08 0.07 6.43 1
## 131 2.57 1.58 2.06 0.21 6.41 1
## 132 3.64 1.20 1.49 0.07 6.40 1
## 133 2.55 1.56 1.29 0.99 6.39 1
## 134 4.34 1.35 0.06 0.61 6.36 1
## 135 3.70 1.97 0.09 0.57 6.34 1
## 136 4.01 1.26 0.87 0.17 6.31 1
## 137 2.47 0.83 2.87 0.12 6.30 1
## 138 0.07 6.21 0.00 0.00 6.28 1
## 139 3.11 2.80 0.02 0.33 6.27 1
## 140 3.92 1.78 0.03 0.51 6.24 1
## 141 4.05 1.62 0.07 0.49 6.24 1
## 142 3.54 1.90 0.07 0.60 6.11 1
## 143 2.45 2.01 0.87 0.72 6.05 1
## 144 4.47 1.20 0.16 0.19 6.03 1
## 145 2.63 1.74 0.83 0.83 6.03 1
## 146 3.18 1.83 0.78 0.24 6.03 1
## 147 2.41 2.28 0.28 1.01 5.99 1
## 148 1.88 0.00 2.33 1.74 5.95 1
## 149 2.80 2.05 0.17 0.90 5.92 1
## 150 0.66 0.69 4.35 0.15 5.84 1
## 151 3.66 1.63 0.00 0.53 5.83 1
## 152 1.88 1.47 2.02 0.45 5.82 1
## 153 2.26 1.89 1.36 0.23 5.74 1
## 154 3.13 1.94 0.07 0.58 5.72 1
## 155 2.49 2.05 0.16 0.96 5.65 1
## 156 2.97 0.69 1.81 0.11 5.58 1
## 157 2.54 1.95 0.21 0.87 5.57 1
## 158 2.95 0.60 1.97 0.04 5.55 1
## 159 3.28 1.65 0.07 0.55 5.55 1
## 160 2.70 1.91 0.11 0.80 5.53 1
## 161 2.99 1.92 0.10 0.51 5.51 1
## 162 0.47 0.57 4.13 0.34 5.50 1
## 163 3.14 1.24 0.91 0.20 5.49 1
## 164 2.62 1.64 0.99 0.23 5.47 1
## 165 3.21 1.11 0.95 0.20 5.46 1
## 166 3.18 1.24 0.94 0.09 5.45 1
## 167 2.72 1.87 0.00 0.84 5.43 1
## 168 2.07 2.29 0.24 0.82 5.42 1
## 169 1.97 2.51 0.00 0.94 5.42 1
## 170 1.74 1.24 1.87 0.52 5.36 1
## 171 2.18 0.96 2.00 0.20 5.34 1
## 172 3.02 1.12 1.01 0.16 5.31 1
## 173 3.13 1.71 0.03 0.44 5.30 1
## 174 1.62 0.77 2.78 0.14 5.30 1
## 175 1.92 1.08 2.11 0.17 5.29 1
## 176 3.33 0.79 1.09 0.06 5.27 1
## 177 3.10 1.56 0.08 0.51 5.27 1
## 178 1.22 2.48 1.03 0.52 5.26 1
## 179 2.30 2.46 0.20 0.28 5.24 1
## 181 0.65 0.75 3.61 0.20 5.21 1
## 182 2.43 2.15 0.00 0.62 5.20 1
## 183 2.93 1.25 0.83 0.20 5.20 1
## 184 2.32 1.30 1.27 0.31 5.19 1
## 185 2.49 0.98 1.57 0.15 5.19 1
## 186 1.08 3.48 0.03 0.58 5.18 1
## 187 1.90 1.83 0.95 0.49 5.17 1
## 188 2.10 0.74 2.20 0.11 5.15 1
## 189 0.96 2.02 1.89 0.28 5.15 1
## 190 1.64 2.48 0.44 0.58 5.14 1
## 191 1.98 2.23 0.13 0.80 5.13 1
## 192 2.71 0.61 1.70 0.11 5.13 1
## 193 3.59 1.11 0.05 0.38 5.13 1
## 194 3.21 1.53 0.01 0.38 5.13 1
## 195 3.22 1.69 0.00 0.20 5.12 1
## 196 3.81 0.63 0.00 0.68 5.12 1
## 197 1.96 1.43 1.08 0.65 5.11 1
## 198 2.66 2.01 0.00 0.41 5.08 1
## 199 1.70 2.02 0.16 1.21 5.08 1
## 200 0.60 3.29 0.06 1.13 5.08 1
## 201 3.40 1.30 0.15 0.22 5.07 1
## 202 2.05 1.16 1.11 0.73 5.05 1
## 203 3.42 1.38 0.02 0.20 5.02 1
## 204 2.59 1.06 0.80 0.57 5.02 1
## 205 2.79 1.89 0.00 0.33 5.01 1
## 206 3.36 1.36 0.07 0.21 5.00 1
## 207 3.06 1.18 0.29 0.46 5.00 1
## 208 3.49 0.01 0.01 1.48 4.98 1
## 209 3.39 1.03 0.09 0.44 4.96 1
## 210 1.85 1.20 1.54 0.37 4.96 1
## 211 2.31 1.73 0.12 0.78 4.94 1
## 212 3.98 0.26 0.01 0.66 4.91 1
## 213 2.89 1.54 0.00 0.46 4.90 1
## 214 2.91 0.99 0.89 0.10 4.88 1
## 215 0.00 0.00 4.87 0.00 4.87 1
## 216 2.62 0.60 1.52 0.10 4.85 1
## 217 2.74 1.36 0.12 0.63 4.84 1
## 218 2.56 1.68 0.00 0.59 4.83 1
## 219 1.91 2.00 0.09 0.83 4.83 1
## 220 0.57 3.14 0.04 1.07 4.82 1
## 221 2.57 1.57 0.44 0.21 4.79 1
## 222 0.28 3.75 0.06 0.69 4.77 1
## 223 2.99 1.31 0.04 0.41 4.76 1
## 224 2.36 2.10 0.02 0.25 4.73 1
## 225 1.73 2.19 0.00 0.79 4.70 1
## 226 3.05 1.41 0.02 0.20 4.68 1
## 227 1.87 1.12 1.32 0.37 4.68 1
## 228 1.94 1.95 0.08 0.70 4.67 1
## 229 2.08 2.04 0.06 0.47 4.64 1
## 230 2.29 1.97 0.13 0.24 4.63 1
## 231 3.06 1.12 0.00 0.44 4.62 1
## 232 2.42 0.91 1.15 0.13 4.61 1
## 233 2.60 0.99 0.89 0.13 4.60 1
## 234 1.89 1.99 0.22 0.48 4.58 1
## 235 1.78 1.39 1.10 0.30 4.58 1
## 236 1.55 1.15 1.44 0.43 4.57 1
## 237 1.78 1.87 0.07 0.82 4.55 1
## 238 3.19 0.92 0.01 0.42 4.53 1
## 239 4.18 0.26 0.01 0.08 4.53 1
## 240 4.21 0.24 0.00 0.05 4.50 1
## 241 3.63 0.24 0.01 0.61 4.49 1
## 242 2.71 1.51 0.03 0.23 4.48 1
## 243 0.20 0.14 4.10 0.02 4.47 1
## 244 1.96 1.69 0.08 0.74 4.47 1
## 245 1.54 1.94 0.19 0.77 4.45 1
## 246 2.71 1.29 0.02 0.43 4.45 1
## 247 2.55 1.11 0.46 0.33 4.44 1
## 248 2.67 1.35 0.01 0.39 4.42 1
## 249 2.66 1.29 0.01 0.46 4.41 1
## 250 0.10 2.39 1.05 0.86 4.39 1
## 251 2.82 1.05 0.13 0.40 4.39 1
## 252 2.19 0.50 1.61 0.08 4.38 1
## 253 2.03 1.79 0.08 0.47 4.37 1
## 254 1.73 1.73 0.14 0.75 4.35 1
## 255 3.03 0.91 0.26 0.13 4.34 1
## 256 2.20 0.58 1.38 0.17 4.33 1
## 257 0.92 2.93 0.01 0.46 4.31 1
## 258 2.75 1.18 0.00 0.37 4.31 1
## 259 4.00 0.26 0.00 0.05 4.31 1
## 260 2.51 1.27 0.11 0.41 4.31 1
## 261 2.64 1.20 0.03 0.39 4.26 1
## 262 2.11 1.11 0.72 0.30 4.25 1
## 263 2.23 1.34 0.07 0.61 4.25 1
## 264 1.41 2.02 0.10 0.72 4.24 1
## 265 3.00 1.11 0.05 0.07 4.24 1
## 266 1.46 0.00 0.83 1.93 4.23 1
## 267 2.45 1.02 0.00 0.75 4.22 1
## 268 1.70 2.27 0.00 0.23 4.21 1
## 269 2.03 1.27 0.62 0.30 4.21 1
## 270 0.78 2.55 0.04 0.84 4.21 1
## 271 0.88 2.30 0.20 0.83 4.20 1
## 272 1.30 2.07 0.18 0.65 4.20 1
## 273 1.28 1.83 0.57 0.53 4.20 1
## 274 2.25 1.47 0.04 0.43 4.19 1
## 275 2.02 1.06 0.58 0.53 4.19 1
## 276 0.84 2.79 0.02 0.53 4.19 1
## 277 3.38 0.44 0.31 0.04 4.17 1
## 278 2.04 0.48 1.57 0.07 4.16 1
## 279 3.79 0.27 0.00 0.11 4.16 1
## 280 3.36 0.21 0.01 0.56 4.14 1
## 281 1.40 1.86 0.11 0.77 4.14 1
## 282 4.03 0.00 0.09 0.00 4.12 1
## 283 1.65 0.61 1.76 0.09 4.12 1
## 284 0.71 2.48 0.03 0.89 4.11 1
## 285 2.14 1.20 0.37 0.40 4.10 1
## 286 1.42 0.51 2.10 0.07 4.10 1
## 287 2.13 1.50 0.05 0.42 4.10 1
## 288 2.45 1.26 0.01 0.37 4.09 1
## 289 2.57 1.52 0.00 0.00 4.09 1
## 290 2.65 1.06 0.04 0.33 4.08 1
## 291 2.32 0.04 0.04 1.67 4.07 1
## 292 2.35 1.28 0.03 0.41 4.06 1
## 293 0.12 2.26 0.90 0.77 4.06 1
## 294 2.28 1.55 0.16 0.06 4.05 1
## 295 1.68 1.51 0.51 0.35 4.05 1
## 296 1.12 2.12 0.10 0.69 4.03 1
## 297 2.78 0.58 0.64 0.04 4.03 1
## 298 1.38 1.87 0.12 0.65 4.02 1
## 299 1.22 0.28 2.46 0.04 4.01 1
## 300 2.15 1.20 0.07 0.59 4.01 1
## 301 0.92 1.78 0.92 0.37 4.00 1
## 302 2.67 0.89 0.05 0.37 3.99 1
## 303 2.08 1.35 0.00 0.54 3.98 1
## 304 2.10 1.36 0.06 0.40 3.92 1
## 305 1.18 1.96 0.08 0.70 3.92 1
## 306 1.97 0.76 1.07 0.11 3.91 1
## 307 2.29 1.17 0.01 0.42 3.90 1
## 308 1.33 1.71 0.13 0.73 3.89 1
## 309 0.67 0.49 2.62 0.11 3.89 1
## 310 1.53 1.61 0.06 0.67 3.88 1
## 311 1.15 2.09 0.00 0.64 3.88 1
## 312 0.93 1.94 0.31 0.70 3.87 1
## 313 0.10 0.00 3.77 0.00 3.87 1
## 314 2.12 1.14 0.10 0.51 3.87 1
## 315 2.48 0.65 0.03 0.69 3.85 1
## 316 0.16 1.89 1.12 0.68 3.85 1
## 317 0.87 1.57 1.05 0.35 3.84 1
## 318 2.12 1.44 0.22 0.06 3.84 1
## 319 2.21 0.96 0.54 0.13 3.83 1
## 320 2.26 0.48 0.81 0.27 3.83 1
## 321 1.06 1.93 0.41 0.43 3.82 1
## 322 1.44 1.37 0.73 0.27 3.81 1
## 323 1.49 1.58 0.10 0.61 3.79 1
## 324 1.14 1.91 0.27 0.46 3.78 1
## 325 2.40 1.03 0.00 0.36 3.78 1
## 326 1.82 1.24 0.47 0.25 3.77 1
## 327 1.40 1.40 0.10 0.87 3.77 1
## 328 1.98 1.47 0.00 0.32 3.76 1
## 329 2.03 1.56 0.00 0.17 3.76 1
## 330 1.98 0.88 0.59 0.32 3.76 1
## 331 1.37 2.00 0.14 0.22 3.73 1
## 332 0.96 2.00 0.21 0.56 3.73 1
## 333 1.30 0.77 1.54 0.11 3.72 1
## 334 1.93 1.58 0.00 0.19 3.71 1
## 335 0.58 2.48 0.04 0.59 3.70 1
## 336 1.49 0.73 1.38 0.10 3.70 1
## 337 1.30 1.51 0.27 0.61 3.69 1
## 338 1.59 1.61 0.08 0.41 3.69 1
## 339 0.00 0.00 3.67 0.00 3.67 1
## 340 2.13 1.18 0.01 0.35 3.67 1
## 341 1.65 1.22 0.00 0.79 3.66 1
## 342 1.87 1.13 0.55 0.10 3.65 1
## 343 2.53 0.81 0.06 0.24 3.65 1
## 344 2.33 0.97 0.00 0.35 3.65 1
## 345 0.71 1.80 0.40 0.74 3.64 1
## 346 2.08 1.09 0.15 0.33 3.64 1
## 347 2.23 0.68 0.66 0.06 3.63 1
## 348 0.60 2.46 0.05 0.52 3.63 1
## 349 0.05 0.00 0.64 2.93 3.63 1
## 350 1.78 1.42 0.05 0.38 3.63 1
## 351 2.08 0.83 0.46 0.25 3.62 1
## 352 1.28 1.61 0.15 0.57 3.61 1
## 353 1.93 1.22 0.03 0.44 3.61 1
## 354 2.05 1.40 0.00 0.16 3.61 1
## 355 2.02 1.17 0.00 0.42 3.61 1
## 356 1.61 1.50 0.10 0.39 3.61 1
## 357 2.38 0.67 0.46 0.10 3.60 1
## 358 2.18 1.02 0.03 0.37 3.59 1
## 359 2.01 1.35 0.06 0.16 3.58 1
## 360 1.57 1.79 0.00 0.20 3.56 1
## 361 1.56 1.40 0.07 0.50 3.54 1
## 362 1.23 1.77 0.05 0.49 3.54 1
## 363 1.66 1.58 0.12 0.18 3.54 1
## 364 1.90 1.13 0.10 0.41 3.53 1
## 365 1.98 1.14 0.01 0.41 3.53 1
## 366 2.14 1.08 0.02 0.29 3.53 1
## 367 0.71 2.40 0.02 0.40 3.53 1
## 368 1.96 1.33 0.00 0.23 3.52 1
## 369 2.14 1.21 0.01 0.17 3.52 1
## 370 2.66 0.50 0.05 0.30 3.52 1
## 371 1.22 1.66 0.27 0.38 3.52 1
## 372 2.11 0.94 0.12 0.34 3.51 1
## 373 1.17 0.50 1.75 0.08 3.51 1
## 374 2.84 0.39 0.03 0.24 3.50 1
## 375 1.64 0.38 1.42 0.06 3.50 1
## 376 2.20 0.97 0.02 0.31 3.50 1
## 377 0.59 1.83 0.73 0.35 3.50 1
## 379 1.94 1.22 0.02 0.31 3.49 1
## 380 2.09 1.02 0.04 0.32 3.48 1
## 381 2.11 1.01 0.01 0.35 3.48 1
## 382 2.26 0.89 0.00 0.30 3.46 1
## 383 0.88 1.75 0.10 0.72 3.45 1
## 384 0.00 0.00 3.44 0.00 3.44 1
## 385 2.39 0.73 0.03 0.29 3.44 1
## 386 1.55 1.27 0.33 0.29 3.44 1
## 387 1.34 1.54 0.17 0.38 3.43 1
## 388 1.82 1.07 0.06 0.47 3.42 1
## 389 1.13 2.07 0.00 0.22 3.42 1
## 390 0.86 0.00 2.55 0.02 3.42 1
## 391 1.75 1.20 0.02 0.43 3.41 1
## 392 1.73 0.69 0.59 0.40 3.41 1
## 393 0.46 2.28 0.05 0.61 3.40 1
## 394 1.56 1.47 0.19 0.17 3.39 1
## 395 2.03 1.03 0.00 0.32 3.38 1
## 396 1.08 1.35 0.48 0.47 3.38 1
## 397 1.43 0.94 0.74 0.27 3.38 1
## 398 2.47 0.76 0.00 0.13 3.36 1
## 399 1.90 0.67 0.73 0.06 3.36 1
## 400 0.65 1.61 0.82 0.28 3.36 1
## 401 1.63 1.53 0.00 0.18 3.34 1
## 402 1.90 1.14 0.01 0.29 3.34 1
## 403 0.00 0.99 2.32 0.02 3.33 1
## 404 1.45 1.29 0.12 0.46 3.33 1
## 405 1.44 1.01 0.57 0.30 3.33 1
## 406 1.15 1.17 0.76 0.24 3.32 1
## 407 1.47 1.39 0.03 0.43 3.32 1
## 408 1.99 1.05 0.05 0.22 3.31 1
## 409 1.50 1.28 0.05 0.46 3.28 1
## 410 0.80 1.92 0.06 0.50 3.28 1
## 411 2.13 0.92 0.00 0.23 3.28 1
## 412 1.89 1.05 0.02 0.31 3.27 1
## 413 1.36 1.13 0.46 0.32 3.27 1
## 414 0.50 1.59 0.31 0.87 3.27 1
## 415 0.25 0.19 2.78 0.04 3.26 1
## 416 0.95 1.30 0.77 0.22 3.24 1
## 417 0.88 2.11 0.00 0.23 3.23 1
## 418 1.27 1.33 0.12 0.51 3.23 1
## 419 2.33 0.30 0.00 0.59 3.22 1
## 420 0.03 0.00 3.18 0.00 3.22 1
## 421 1.72 1.33 0.00 0.16 3.21 1
## 422 0.73 0.10 2.35 0.02 3.20 1
## 423 2.26 0.72 0.12 0.10 3.20 1
## 424 1.76 1.21 0.07 0.16 3.20 1
## 425 1.35 0.60 0.80 0.44 3.19 1
## 426 1.48 1.01 0.04 0.66 3.19 1
## 427 0.00 0.00 3.19 0.00 3.19 1
## 428 2.15 0.77 0.01 0.26 3.19 1
## 429 1.78 1.12 0.09 0.19 3.18 1
## 430 1.18 0.87 0.93 0.20 3.18 1
## 431 1.52 1.08 0.10 0.47 3.17 1
## 433 0.58 0.51 1.93 0.14 3.17 1
## 434 2.06 0.56 0.38 0.17 3.17 1
## 435 1.88 0.98 0.00 0.30 3.16 1
## 436 1.92 0.16 0.99 0.09 3.15 1
## 437 1.79 1.06 0.00 0.29 3.15 1
## 438 1.22 1.57 0.06 0.29 3.15 1
## 439 0.88 0.97 0.88 0.42 3.15 1
## 440 1.89 0.99 0.03 0.24 3.15 1
## 441 0.68 0.00 0.00 2.46 3.14 1
## 442 1.70 1.25 0.02 0.16 3.13 1
## 443 2.14 0.86 0.00 0.13 3.12 1
## 444 2.31 0.62 0.14 0.04 3.12 1
## 445 0.91 1.00 1.03 0.17 3.12 1
## 446 1.69 0.87 0.14 0.42 3.12 1
## 447 0.08 0.00 3.03 0.01 3.12 1
## 448 1.29 1.27 0.06 0.50 3.12 1
## 449 1.99 0.82 0.03 0.27 3.11 1
## 450 0.78 2.02 0.00 0.30 3.11 1
## 451 2.17 0.28 0.55 0.08 3.09 1
## 452 2.50 0.16 0.01 0.42 3.08 1
## 453 1.92 0.45 0.64 0.07 3.08 1
## 454 1.89 0.91 0.04 0.24 3.07 1
## 455 1.40 0.99 0.46 0.22 3.07 1
## 456 1.57 0.62 0.55 0.34 3.07 1
## 457 1.72 1.21 0.00 0.14 3.07 1
## 458 1.94 0.86 0.03 0.24 3.07 1
## 459 1.91 0.84 0.00 0.29 3.05 1
## 460 1.38 1.35 0.02 0.28 3.04 1
## 461 2.06 0.64 0.12 0.22 3.04 1
## 462 1.94 0.80 0.02 0.27 3.03 1
## 463 1.54 1.33 0.00 0.16 3.03 1
## 464 1.40 1.07 0.08 0.47 3.02 1
## 465 1.85 1.04 0.00 0.13 3.02 1
## 466 2.03 0.47 0.45 0.07 3.02 1
## 467 1.45 1.13 0.07 0.38 3.02 1
## 468 2.38 0.32 0.00 0.31 3.00 1
## 469 2.60 0.21 0.01 0.19 3.00 1
## 470 1.15 0.00 0.76 1.09 3.00 1
## 472 1.01 1.41 0.05 0.53 2.99 1
## 473 1.61 0.51 0.80 0.07 2.99 1
## 474 1.67 1.18 0.00 0.13 2.99 1
## 475 0.12 1.26 1.16 0.45 2.99 1
## 476 1.36 0.86 0.64 0.13 2.99 1
## 477 0.47 1.00 1.39 0.12 2.98 1
## 478 1.33 1.12 0.08 0.45 2.97 1
## 479 0.96 1.72 0.00 0.29 2.97 1
## 480 1.58 1.01 0.00 0.38 2.97 1
## 481 1.04 1.37 0.06 0.49 2.96 1
## 482 1.57 0.04 1.19 0.15 2.96 1
## 483 1.36 1.15 0.04 0.41 2.96 1
## 484 1.82 0.71 0.15 0.26 2.95 1
## 485 1.98 0.58 0.34 0.04 2.94 1
## 486 2.22 0.51 0.06 0.15 2.94 1
## 487 1.45 1.11 0.04 0.33 2.94 1
## 488 1.76 0.69 0.12 0.37 2.94 1
## 489 2.07 0.77 0.05 0.05 2.94 1
## 490 1.83 0.80 0.03 0.27 2.93 1
## 491 0.87 1.06 0.73 0.26 2.92 1
## 492 1.43 1.13 0.05 0.30 2.91 1
## 493 1.75 0.45 0.62 0.09 2.91 1
## 494 0.61 1.85 0.11 0.33 2.90 1
## 495 1.84 0.80 0.04 0.22 2.90 1
## 496 1.54 1.14 0.00 0.22 2.90 1
## 497 1.75 0.86 0.00 0.28 2.90 1
## 498 0.08 1.24 1.13 0.45 2.90 1
## 499 0.71 1.51 0.06 0.61 2.89 1
## 500 0.99 0.32 1.38 0.20 2.89 1
## 501 1.51 1.12 0.01 0.24 2.89 1
## 502 1.54 1.07 0.00 0.28 2.88 1
## 503 2.03 0.72 0.02 0.11 2.88 1
## 504 1.30 1.27 0.00 0.31 2.88 1
## 505 0.09 2.43 0.12 0.22 2.87 1
## 506 1.87 0.77 0.00 0.22 2.86 1
## 507 2.53 0.16 0.00 0.17 2.86 1
## 508 2.09 0.63 0.03 0.11 2.86 1
## 509 1.98 0.55 0.00 0.32 2.85 1
## 510 1.37 0.51 0.89 0.07 2.85 1
## 511 1.29 0.53 0.98 0.05 2.85 1
## 512 1.37 1.34 0.00 0.14 2.85 1
## 513 1.40 1.14 0.00 0.31 2.85 1
## 514 0.40 1.98 0.05 0.42 2.85 1
## 515 1.87 0.57 0.11 0.30 2.84 1
## 516 1.65 0.86 0.05 0.28 2.83 1
## 517 2.52 0.09 0.00 0.22 2.83 1
## 518 1.28 1.05 0.07 0.43 2.83 1
## 519 1.32 1.08 0.04 0.39 2.83 1
## 520 1.96 0.67 0.10 0.09 2.82 1
## 521 1.59 1.05 0.04 0.14 2.82 1
## 522 0.02 2.79 0.00 0.00 2.81 1
## 523 1.05 1.25 0.03 0.48 2.81 1
## 524 1.32 1.19 0.00 0.30 2.81 1
## 525 1.32 1.06 0.04 0.38 2.80 1
## 526 1.74 0.80 0.00 0.26 2.80 1
## 527 1.47 0.07 1.10 0.15 2.80 1
## 528 0.29 0.20 2.13 0.18 2.79 1
## 529 1.45 0.88 0.09 0.38 2.79 1
## 530 1.96 0.72 0.00 0.11 2.79 1
## 531 1.19 1.15 0.04 0.41 2.79 1
## 532 0.00 0.00 2.78 0.01 2.79 1
## 533 1.98 0.70 0.00 0.11 2.79 1
## 534 0.89 1.43 0.00 0.48 2.79 1
## 535 2.19 0.22 0.00 0.38 2.79 1
## 536 0.30 1.47 0.68 0.34 2.79 1
## 537 0.46 0.29 1.96 0.07 2.79 1
## 538 1.68 0.74 0.00 0.36 2.78 1
## 539 1.27 0.97 0.07 0.47 2.78 1
## 540 1.44 0.83 0.26 0.25 2.78 1
## 541 1.20 0.98 0.17 0.43 2.78 1
## 542 1.41 1.12 0.00 0.24 2.77 1
## 543 1.24 1.20 0.04 0.30 2.77 1
## 544 1.25 1.15 0.07 0.30 2.77 1
## 545 2.56 0.17 0.00 0.03 2.76 1
## 546 1.43 0.54 0.71 0.07 2.75 1
## 547 1.07 1.31 0.06 0.31 2.74 1
## 548 1.02 0.36 1.13 0.23 2.73 1
## 549 1.33 0.31 1.04 0.05 2.73 1
## 550 1.52 0.94 0.02 0.24 2.72 1
## 551 1.49 0.93 0.02 0.27 2.71 1
## 552 1.75 0.52 0.33 0.10 2.70 1
## 553 0.99 0.48 1.09 0.14 2.70 1
## 554 1.47 0.76 0.00 0.47 2.70 1
## 555 1.25 0.53 0.87 0.05 2.70 1
## 556 2.42 0.11 0.00 0.16 2.69 1
## 557 1.85 0.64 0.01 0.19 2.69 1
## 558 2.38 0.12 0.00 0.18 2.69 1
## 559 1.63 0.52 0.35 0.18 2.69 1
## 560 1.46 0.98 0.00 0.24 2.68 1
## 561 1.23 1.11 0.00 0.34 2.68 1
## 562 0.00 0.00 2.68 0.00 2.68 1
## 563 0.69 1.41 0.04 0.53 2.68 1
## 564 0.78 0.75 0.89 0.26 2.68 1
## 565 1.95 0.63 0.00 0.09 2.67 1
## 566 1.48 0.92 0.01 0.26 2.67 1
## 567 1.78 0.64 0.00 0.25 2.67 1
## 568 1.44 1.09 0.00 0.14 2.67 1
## 569 1.99 0.58 0.00 0.09 2.66 1
## 570 1.59 0.80 0.00 0.26 2.65 1
## 571 1.15 1.11 0.00 0.40 2.65 1
## 572 1.56 0.88 0.00 0.22 2.65 1
## 573 0.86 1.11 0.01 0.66 2.65 1
## 574 0.00 0.00 2.65 0.00 2.65 1
## 575 2.00 0.50 0.12 0.03 2.65 1
## 576 1.53 0.87 0.00 0.24 2.64 1
## 577 2.00 0.47 0.02 0.14 2.63 1
## 578 0.76 1.10 0.12 0.65 2.63 1
## 579 1.53 0.82 0.04 0.24 2.63 1
## 580 1.70 0.46 0.06 0.41 2.63 1
## 581 2.15 0.12 0.00 0.36 2.62 1
## 582 1.07 1.06 0.24 0.25 2.62 1
## 583 1.55 0.81 0.04 0.21 2.62 1
## 584 0.59 1.79 0.01 0.23 2.62 1
## 585 2.31 0.14 0.01 0.16 2.62 1
## 586 0.63 0.84 0.96 0.19 2.61 1
## 587 0.90 1.22 0.04 0.44 2.61 1
## 588 1.02 0.52 0.92 0.14 2.60 1
## 589 1.86 0.55 0.11 0.08 2.60 1
## 590 0.48 1.63 0.04 0.43 2.59 1
## 591 0.93 1.12 0.08 0.45 2.59 1
## 592 2.03 0.21 0.00 0.35 2.59 1
## 593 0.64 1.24 0.01 0.69 2.58 1
## 594 0.89 1.33 0.07 0.28 2.58 1
## 595 1.04 1.24 0.03 0.27 2.58 1
## 596 0.37 0.27 1.75 0.18 2.58 1
## 597 1.40 0.88 0.03 0.26 2.58 1
## 598 1.31 0.74 0.31 0.22 2.57 1
## 599 0.28 1.68 0.33 0.28 2.57 1
## 600 1.76 0.56 0.03 0.22 2.57 1
## 601 2.14 0.08 0.00 0.35 2.57 1
## 602 1.70 0.59 0.21 0.07 2.56 1
## 603 0.15 0.00 2.41 0.00 2.56 1
## 604 2.11 0.23 0.00 0.22 2.56 1
## 605 1.21 0.57 0.70 0.07 2.54 1
## 606 1.13 0.87 0.29 0.25 2.54 1
## 607 2.21 0.12 0.00 0.20 2.54 1
## 609 1.13 1.12 0.06 0.22 2.52 1
## 610 1.55 0.75 0.16 0.06 2.52 1
## 611 1.50 0.78 0.00 0.24 2.52 1
## 612 0.49 0.00 0.52 1.51 2.52 1
## 613 0.60 1.31 0.08 0.52 2.51 1
## 614 2.29 0.02 0.00 0.19 2.50 1
## 615 0.13 0.07 0.26 2.05 2.50 1
## 616 1.28 0.14 1.08 0.01 2.50 1
## 617 0.86 1.06 0.18 0.39 2.49 1
## 618 1.84 0.56 0.00 0.09 2.49 1
## 619 1.29 0.97 0.00 0.23 2.49 1
## 620 1.81 0.52 0.00 0.15 2.49 1
## 621 1.15 0.85 0.10 0.39 2.48 1
## 622 1.38 0.85 0.00 0.25 2.48 1
## 623 1.15 1.14 0.06 0.13 2.48 1
## 624 1.72 0.44 0.05 0.27 2.48 1
## 626 2.10 0.20 0.00 0.17 2.47 1
## 627 1.13 0.36 0.92 0.07 2.47 1
## 628 1.67 0.58 0.00 0.20 2.46 1
## 629 1.55 0.54 0.05 0.31 2.45 1
## 630 0.00 0.00 2.43 0.02 2.45 1
## 631 0.93 0.12 1.34 0.06 2.45 1
## 632 2.12 0.25 0.00 0.07 2.44 1
## 633 1.44 0.73 0.04 0.22 2.44 1
## 634 0.87 0.98 0.00 0.59 2.44 1
## 635 1.07 1.19 0.00 0.18 2.43 1
## 636 1.52 0.82 0.00 0.10 2.43 1
## 637 1.56 0.61 0.02 0.23 2.42 1
## 638 1.26 0.61 0.46 0.08 2.42 1
## 639 1.27 0.32 0.78 0.05 2.42 1
## 640 0.29 1.18 0.54 0.41 2.42 1
## 641 1.63 0.22 0.51 0.06 2.41 1
## 642 2.07 0.26 0.00 0.08 2.41 1
## 643 0.81 0.76 0.70 0.14 2.41 1
## 644 1.43 0.76 0.00 0.22 2.41 1
## 645 0.69 0.00 0.04 1.68 2.41 1
## 646 2.07 0.08 0.00 0.26 2.40 1
## 647 2.10 0.24 0.00 0.07 2.40 1
## 648 0.77 0.18 1.42 0.03 2.40 1
## 649 2.30 0.10 0.00 0.00 2.40 1
## 651 0.49 1.49 0.05 0.36 2.39 1
## 652 1.74 0.48 0.00 0.18 2.39 1
## 654 1.49 0.81 0.00 0.10 2.39 1
## 655 1.07 0.87 0.04 0.40 2.39 1
## 656 1.48 0.71 0.00 0.20 2.39 1
## 657 1.67 0.61 0.03 0.07 2.38 1
## 658 1.02 0.97 0.00 0.39 2.38 1
## 659 1.73 0.46 0.02 0.18 2.38 1
## 660 1.94 0.39 0.03 0.02 2.38 1
## 661 1.00 0.76 0.26 0.36 2.38 1
## 662 1.46 0.54 0.01 0.37 2.38 1
## 663 2.04 0.15 0.00 0.19 2.38 1
## 664 1.16 0.91 0.00 0.30 2.38 1
## 665 2.18 0.01 0.00 0.18 2.37 1
## 666 2.28 0.02 0.08 0.00 2.37 1
## 667 0.96 1.08 0.04 0.30 2.37 1
## 668 1.25 0.86 0.01 0.26 2.37 1
## 669 2.03 0.13 0.00 0.21 2.37 1
## 670 1.38 0.74 0.02 0.22 2.36 1
## 671 0.69 0.14 1.48 0.05 2.36 1
## 672 1.07 1.05 0.00 0.23 2.35 1
## 673 1.39 0.48 0.40 0.08 2.35 1
## 674 0.00 0.00 2.34 0.01 2.35 1
## 675 1.68 0.46 0.01 0.20 2.35 1
## 676 1.32 0.83 0.00 0.20 2.34 1
## 677 0.92 0.00 0.01 1.41 2.34 1
## 678 1.20 0.90 0.00 0.24 2.34 1
## 679 1.08 0.70 0.34 0.21 2.34 1
## 680 1.27 0.86 0.00 0.20 2.33 1
## 681 1.14 0.54 0.47 0.17 2.32 1
## 682 1.93 0.14 0.00 0.24 2.32 1
## 683 1.57 0.56 0.00 0.19 2.32 1
## 684 0.78 0.40 1.06 0.07 2.32 1
## 685 0.79 1.35 0.04 0.14 2.32 1
## 686 0.85 1.06 0.09 0.32 2.31 1
## 687 0.52 0.45 1.21 0.13 2.31 1
## 688 1.58 0.64 0.00 0.09 2.31 1
## 689 0.28 0.00 2.02 0.01 2.31 1
## 690 1.65 0.46 0.10 0.10 2.31 1
## 691 1.24 0.85 0.00 0.21 2.30 1
## 692 0.95 1.06 0.00 0.29 2.30 1
## 693 0.95 0.54 0.62 0.18 2.30 1
## 694 1.08 0.75 0.15 0.31 2.29 1
## 695 0.91 1.25 0.00 0.13 2.29 1
## 696 1.23 0.68 0.04 0.34 2.29 1
## 697 1.38 0.80 0.00 0.10 2.28 1
## 698 0.30 1.27 0.46 0.26 2.28 1
## 699 1.11 0.98 0.00 0.20 2.28 1
## 700 0.00 0.00 2.28 0.00 2.28 1
## 701 0.51 0.12 1.63 0.02 2.28 1
## 702 0.38 0.07 0.01 1.82 2.28 1
## 703 1.01 0.90 0.00 0.37 2.28 1
## 704 1.05 0.77 0.10 0.36 2.28 1
## 705 0.07 2.00 0.02 0.18 2.28 1
## 706 1.12 0.39 0.64 0.12 2.27 1
## 707 1.34 0.62 0.00 0.31 2.27 1
## 708 1.07 0.92 0.04 0.24 2.27 1
## 709 1.22 0.10 0.91 0.04 2.27 1
## 710 0.90 0.73 0.54 0.09 2.26 1
## 711 1.40 0.54 0.02 0.30 2.26 1
## 713 1.34 0.57 0.14 0.21 2.26 1
## 714 0.28 0.79 0.87 0.32 2.25 1
## 715 0.62 0.44 1.06 0.13 2.25 1
## 716 1.52 0.46 0.20 0.08 2.25 1
## 717 1.48 0.25 0.46 0.06 2.25 1
## 718 1.93 0.15 0.00 0.17 2.25 1
## 719 0.67 0.41 1.05 0.11 2.25 1
## 720 0.51 0.51 0.91 0.32 2.25 1
## 721 1.19 0.71 0.22 0.13 2.24 1
## 722 1.29 0.83 0.00 0.11 2.23 1
## 723 1.74 0.25 0.21 0.03 2.23 1
## 724 1.42 0.61 0.00 0.21 2.23 1
## 725 1.09 0.85 0.00 0.28 2.23 1
## 726 1.27 0.62 0.18 0.16 2.22 1
## 727 0.88 1.03 0.00 0.31 2.22 1
## 728 1.71 0.32 0.02 0.18 2.22 1
## 729 1.00 0.63 0.45 0.13 2.22 1
## 730 1.03 0.98 0.00 0.21 2.22 1
## 731 1.45 0.55 0.02 0.19 2.21 1
## 732 1.47 0.55 0.00 0.19 2.21 1
## 733 1.06 0.82 0.05 0.28 2.21 1
## 734 1.78 0.24 0.00 0.18 2.20 1
## 735 2.06 0.12 0.00 0.02 2.20 1
## 736 2.01 0.02 0.00 0.17 2.20 1
## 737 1.11 0.51 0.34 0.23 2.20 1
## 738 0.15 0.00 2.05 0.00 2.20 1
## 739 1.28 0.68 0.02 0.21 2.20 1
## 740 1.06 0.91 0.00 0.23 2.20 1
## 741 0.34 0.97 0.55 0.33 2.19 1
## 742 1.17 0.78 0.02 0.22 2.19 1
## 743 1.68 0.44 0.00 0.08 2.19 1
## 744 0.87 0.17 1.10 0.05 2.19 1
## 745 1.04 0.72 0.30 0.13 2.19 1
## 746 0.59 1.07 0.07 0.45 2.19 1
## 747 0.00 0.00 2.17 0.01 2.18 1
## 748 1.92 0.20 0.00 0.06 2.18 1
## 749 1.21 0.78 0.01 0.17 2.18 1
## 750 1.97 0.07 0.00 0.13 2.18 1
## 751 1.29 0.04 0.73 0.12 2.18 1
## 752 1.48 0.17 0.47 0.06 2.17 1
## 753 1.27 0.68 0.01 0.20 2.17 1
## 754 1.60 0.46 0.08 0.03 2.17 1
## 755 0.48 0.11 1.56 0.02 2.17 1
## 756 1.23 0.83 0.00 0.10 2.16 1
## 757 1.51 0.47 0.00 0.18 2.16 1
## 758 1.50 0.55 0.02 0.08 2.15 1
## 759 0.54 1.16 0.13 0.32 2.15 1
## 760 0.14 0.03 1.98 0.00 2.15 1
## 761 0.60 1.41 0.00 0.14 2.15 1
## 762 0.52 1.03 0.00 0.59 2.14 1
## 763 0.66 0.00 1.45 0.03 2.14 1
## 764 0.01 0.00 2.13 0.00 2.14 1
## 765 1.47 0.38 0.19 0.10 2.14 1
## 766 1.20 0.84 0.00 0.10 2.14 1
## 767 1.99 0.12 0.00 0.02 2.13 1
## 768 1.04 0.81 0.00 0.27 2.13 1
## 769 0.64 0.07 1.35 0.08 2.13 1
## 770 0.82 0.37 0.89 0.05 2.13 1
## 771 0.59 1.16 0.06 0.33 2.13 1
## 772 0.93 0.97 0.02 0.21 2.12 1
## 773 0.91 0.05 1.07 0.09 2.12 1
## 774 1.47 0.09 0.45 0.11 2.12 1
## 775 1.37 0.61 0.05 0.09 2.12 1
## 776 0.83 0.33 0.92 0.04 2.12 1
## 777 1.61 0.27 0.05 0.18 2.11 1
## 778 1.20 0.62 0.00 0.29 2.11 1
## 779 1.68 0.40 0.00 0.03 2.11 1
## 780 0.11 1.34 0.40 0.26 2.11 1
## 781 1.68 0.31 0.02 0.09 2.11 1
## 782 0.90 0.45 0.63 0.13 2.11 1
## 784 0.63 0.21 1.13 0.13 2.11 1
## 785 1.63 0.33 0.00 0.15 2.11 1
## 786 0.94 0.07 1.05 0.04 2.10 1
## 787 1.17 0.72 0.00 0.22 2.10 1
## 788 1.54 0.44 0.04 0.07 2.10 1
## 789 1.77 0.13 0.02 0.18 2.10 1
## 790 1.41 0.51 0.01 0.17 2.10 1
## 791 0.99 0.63 0.29 0.19 2.09 1
## 792 0.00 0.00 1.96 0.14 2.09 1
## 793 1.16 0.65 0.08 0.20 2.09 1
## 794 1.26 0.60 0.05 0.18 2.09 1
## 795 1.84 0.12 0.01 0.13 2.09 1
## 796 1.97 0.00 0.00 0.12 2.09 1
## 797 0.92 0.94 0.00 0.22 2.09 1
## 798 0.70 0.93 0.14 0.32 2.09 1
## 799 0.46 0.42 0.96 0.25 2.09 1
## 800 1.77 0.32 0.00 0.00 2.08 1
## 801 1.11 0.71 0.00 0.27 2.08 1
## 802 0.63 1.02 0.05 0.39 2.08 1
## 803 1.36 0.52 0.00 0.20 2.08 1
## 804 0.97 0.33 0.73 0.06 2.08 1
## 805 0.59 0.99 0.13 0.36 2.08 1
## 806 2.04 0.04 0.00 0.00 2.08 1
## 807 0.89 1.08 0.00 0.11 2.08 1
## 808 0.79 0.94 0.00 0.35 2.08 1
## 809 1.54 0.46 0.00 0.08 2.07 1
## 810 0.63 0.42 0.75 0.26 2.07 1
## 811 1.48 0.39 0.00 0.19 2.07 1
## 812 0.75 0.54 0.54 0.23 2.07 1
## 813 1.64 0.36 0.00 0.07 2.07 1
## 814 1.04 0.80 0.01 0.22 2.06 1
## 815 0.73 0.97 0.02 0.34 2.06 1
## 816 1.20 0.63 0.04 0.19 2.06 1
## 817 0.71 0.52 0.74 0.08 2.06 1
## 818 1.15 0.77 0.04 0.10 2.06 1
## 819 0.68 0.46 0.79 0.13 2.06 1
## 820 1.06 0.62 0.13 0.25 2.06 1
## 821 0.89 0.57 0.46 0.13 2.06 1
## 822 0.73 0.92 0.04 0.37 2.05 1
## 823 1.23 0.64 0.00 0.19 2.05 1
## 824 1.43 0.33 0.04 0.25 2.05 1
## 825 1.16 0.06 0.83 0.00 2.05 1
## 826 1.47 0.48 0.05 0.06 2.05 1
## 827 0.71 0.83 0.15 0.35 2.05 1
## 828 1.75 0.25 0.00 0.05 2.05 1
## 829 0.48 1.29 0.02 0.25 2.05 1
## 830 1.11 0.27 0.53 0.14 2.04 1
## 831 1.45 0.42 0.01 0.16 2.04 1
## 832 0.73 1.09 0.00 0.23 2.04 1
## 833 1.74 0.02 0.00 0.28 2.04 1
## 834 0.71 1.02 0.00 0.31 2.04 1
## 835 1.20 0.48 0.29 0.07 2.04 1
## 836 0.58 1.06 0.03 0.37 2.04 1
## 837 1.53 0.25 0.00 0.25 2.03 1
## 838 1.25 0.61 0.13 0.05 2.03 1
## 839 1.47 0.40 0.00 0.16 2.03 1
## 840 1.57 0.18 0.00 0.27 2.03 1
## 841 1.05 0.67 0.00 0.30 2.02 1
## 842 1.81 0.05 0.01 0.15 2.02 1
## 843 1.76 0.09 0.00 0.17 2.02 1
## 844 0.82 0.98 0.04 0.18 2.02 1
## 845 0.49 1.27 0.00 0.25 2.01 1
## 846 1.20 0.62 0.00 0.18 2.01 1
## 847 0.77 0.85 0.01 0.37 2.00 1
## 848 0.89 0.45 0.53 0.13 2.00 1
## 849 0.35 1.31 0.02 0.33 2.00 1
## 850 0.52 0.16 1.29 0.03 2.00 1
## 851 1.48 0.30 0.00 0.22 2.00 1
## 852 0.95 0.64 0.27 0.13 1.99 1
## 853 0.75 0.30 0.90 0.04 1.99 1
## 854 1.21 0.64 0.05 0.09 1.99 1
## 855 0.75 1.09 0.02 0.12 1.98 1
## 856 0.93 0.27 0.75 0.04 1.98 1
## 857 1.25 0.58 0.00 0.16 1.98 1
## 858 1.11 0.63 0.07 0.16 1.98 1
## 859 0.72 0.86 0.08 0.32 1.97 1
## 860 0.99 0.80 0.00 0.18 1.97 1
## 861 0.74 0.95 0.00 0.28 1.97 1
## 862 1.20 0.59 0.00 0.19 1.97 1
## 863 0.71 0.58 0.51 0.17 1.97 1
## 864 1.01 0.64 0.02 0.30 1.97 1
## 865 1.84 0.11 0.00 0.02 1.97 1
## 866 1.22 0.57 0.02 0.15 1.96 1
## 867 0.50 0.50 0.63 0.33 1.96 1
## 868 1.13 0.37 0.41 0.05 1.96 1
## 869 0.18 0.23 1.53 0.02 1.96 1
## 870 0.79 0.03 1.05 0.08 1.96 1
## 871 1.09 0.65 0.02 0.20 1.96 1
## 872 1.30 0.49 0.00 0.16 1.95 1
## 873 0.74 1.01 0.00 0.20 1.95 1
## 874 1.26 0.61 0.00 0.09 1.95 1
## 875 1.09 0.77 0.00 0.09 1.95 1
## 876 1.69 0.20 0.00 0.06 1.95 1
## 877 0.95 0.74 0.00 0.25 1.94 1
## 878 0.49 1.26 0.01 0.18 1.94 1
## 879 1.94 0.00 0.00 0.00 1.94 1
## 880 0.59 1.23 0.00 0.13 1.94 1
## 881 0.96 0.38 0.55 0.05 1.94 1
## 882 1.09 0.15 0.65 0.04 1.94 1
## 883 1.41 0.42 0.03 0.07 1.94 1
## 884 1.42 0.40 0.00 0.12 1.94 1
## 885 1.00 0.72 0.00 0.21 1.93 1
## 886 1.15 0.61 0.00 0.17 1.93 1
## 887 1.10 0.56 0.00 0.27 1.93 1
## 888 1.48 0.39 0.00 0.06 1.93 1
## 889 0.34 0.26 1.30 0.03 1.93 1
## 890 1.06 0.60 0.20 0.07 1.93 1
## 891 1.53 0.24 0.00 0.16 1.93 1
## 892 0.56 0.89 0.10 0.37 1.93 1
## 893 1.51 0.00 0.29 0.12 1.93 1
## 894 0.86 0.87 0.01 0.17 1.92 1
## 895 0.92 0.53 0.41 0.06 1.92 1
## 896 0.73 0.97 0.01 0.22 1.92 1
## 897 0.87 0.85 0.00 0.20 1.92 1
## 898 0.76 0.96 0.00 0.20 1.92 1
## 899 1.03 0.80 0.00 0.09 1.92 1
## 900 0.94 0.73 0.00 0.25 1.92 1
## 901 0.26 0.16 1.46 0.03 1.92 1
## 902 1.06 0.67 0.00 0.18 1.92 1
## 903 0.72 0.16 1.01 0.02 1.91 1
## 904 1.14 0.57 0.00 0.19 1.91 1
## 905 1.30 0.44 0.00 0.17 1.91 1
## 906 0.77 0.78 0.04 0.31 1.91 1
## 907 1.08 0.66 0.00 0.17 1.91 1
## 908 1.03 0.75 0.03 0.09 1.90 1
## 909 0.59 0.92 0.06 0.32 1.90 1
## 910 0.73 0.91 0.03 0.22 1.89 1
## 911 1.56 0.15 0.00 0.18 1.89 1
## 912 0.21 0.30 1.33 0.04 1.89 1
## 913 1.05 0.54 0.03 0.26 1.88 1
## 940 1.05 0.49 0.08 0.23 1.85 1
## 941 0.00 1.10 0.42 0.33 1.84 1
## 942 0.97 0.34 0.35 0.18 1.84 1
## 943 1.53 0.05 0.00 0.25 1.84 1
## 944 0.83 0.06 0.93 0.00 1.83 1
## 945 1.31 0.49 0.00 0.03 1.83 1
## 946 0.84 0.76 0.00 0.23 1.83 1
## 947 1.33 0.40 0.03 0.07 1.83 1
## 948 0.46 1.02 0.07 0.28 1.83 1
## 949 0.25 0.07 1.49 0.02 1.83 1
## 950 1.09 0.54 0.02 0.17 1.83 1
## 951 0.92 0.33 0.52 0.05 1.83 1
## 952 0.61 0.34 0.79 0.09 1.82 1
## 953 1.24 0.43 0.03 0.12 1.82 1
## 954 1.73 0.07 0.00 0.02 1.82 1
## 955 1.81 0.00 0.00 0.00 1.82 1
## 956 0.91 0.74 0.07 0.09 1.82 1
## 957 0.22 0.21 1.35 0.03 1.81 1
## 958 0.55 0.84 0.11 0.31 1.81 1
## 959 1.05 0.59 0.00 0.18 1.81 1
## 960 1.10 0.51 0.12 0.08 1.81 1
## 961 0.78 0.44 0.56 0.04 1.81 1
## 962 0.88 0.69 0.00 0.23 1.81 1
## 963 1.00 0.03 0.00 0.77 1.80 1
## 964 0.93 0.59 0.21 0.07 1.80 1
## 965 1.66 0.00 0.01 0.13 1.80 1
## 966 1.41 0.21 0.03 0.16 1.80 1
## 967 1.00 0.68 0.00 0.12 1.80 1
## 968 0.49 0.96 0.07 0.27 1.79 1
## 969 1.26 0.39 0.08 0.06 1.79 1
## 970 0.52 0.88 0.06 0.34 1.79 1
## 971 1.05 0.57 0.03 0.14 1.78 1
## 972 1.25 0.29 0.00 0.24 1.78 1
## 973 0.23 0.03 1.49 0.03 1.78 1
## 974 1.12 0.58 0.00 0.08 1.78 1
## 975 0.39 1.01 0.02 0.36 1.78 1
## 976 0.32 0.95 0.36 0.14 1.78 1
## 977 0.45 0.94 0.06 0.33 1.78 1
## 978 0.41 0.46 0.72 0.19 1.78 1
## 979 0.93 0.57 0.14 0.13 1.77 1
## 980 0.85 0.76 0.00 0.16 1.77 1
## 981 1.16 0.45 0.00 0.16 1.77 1
## 982 0.31 0.54 0.84 0.08 1.77 1
## 983 1.59 0.03 0.00 0.15 1.77 1
## 984 0.24 0.09 1.33 0.12 1.77 1
## 985 0.63 0.06 1.03 0.04 1.77 1
## 986 1.19 0.29 0.24 0.06 1.77 1
## 987 1.07 0.45 0.01 0.24 1.77 1
## 988 0.85 0.31 0.56 0.04 1.76 1
## 989 1.27 0.42 0.00 0.07 1.76 1
## 990 1.06 0.54 0.00 0.16 1.76 1
## 991 0.93 0.38 0.40 0.06 1.76 1
## 992 1.02 0.47 0.20 0.07 1.76 1
## 993 0.53 0.12 1.09 0.02 1.76 1
## 994 0.86 0.67 0.00 0.22 1.76 1
## 995 1.23 0.46 0.00 0.07 1.76 1
## 996 0.86 0.67 0.00 0.22 1.76 1
## 997 0.72 0.69 0.04 0.31 1.76 1
## 998 0.68 0.90 0.01 0.17 1.76 1
## 999 1.26 0.47 0.00 0.03 1.76 1- Change “Sony Computer Entertainment” in Publisher to “Sony”
Evi_Sony = Evi %>%
mutate(Publisher = ifelse(Publisher == "Sony Computer Entertainment", "Sony", Publisher))filter(Evi_Sony,Publisher=="Sony")## Rank Name Platform Year
## 1 29 Gran Turismo 3: A-Spec PS2 year 2001
## 2 48 Gran Turismo 4 PS2 year 2004
## 3 53 Gran Turismo PS year 1997
## 4 55 Gran Turismo 5 PS3 year 2010
## 5 67 Final Fantasy VII PS year 1997
## 6 70 Gran Turismo 2 PS year 1999
## 7 87 Final Fantasy X PS2 year 2001
## 8 96 Crash Bandicoot 2: Cortex Strikes Back PS year 1997
## 9 106 Tekken 3 PS year 1998
## 10 107 Crash Bandicoot 3: Warped PS year 1998
## 11 116 Uncharted 3: Drake's Deception PS3 year 2011
## 12 117 Crash Bandicoot PS year 1996
## 13 120 Uncharted 2: Among Thieves PS3 year 2009
## 14 132 Kingdom Hearts PS2 year 2002
## 15 149 LittleBigPlanet PS3 year 2008
## 16 153 Tekken 2 PS year 1996
## 17 169 Minecraft PS3 year 2014
## 18 206 Spyro the Dragon PS year 1998
## 19 211 Uncharted: Drake's Fortune PS3 year 2007
## 20 217 God of War III PS3 year 2010
## 21 221 Crash Team Racing PS year 1999
## 22 237 The Last of Us PS4 year 2014
## 23 244 Uncharted: The Nathan Drake Collection PS4 year 2015
## 24 246 God of War PS2 year 2005
## 25 254 Resistance: Fall of Man PS3 year 2006
## 26 267 Daxter PSP year 2006
## 27 271 EyeToy Play PS2 year 2003
## 28 272 Uncharted 4: A Thief's End PS4 year 2016
## 29 273 Gran Turismo 5 Prologue PS3 year 2007
## 30 291 God of War II PS2 year 2007
## 31 294 Namco Museum Vol.3 PS year 1996
## 32 310 MotorStorm PS3 year 2006
## 33 314 Sports Champions PS3 year 2010
## 34 318 Namco Museum Vol.1 PS year 1995
## 35 327 Ratchet & Clank: Size Matters PSP year 2007
## 36 334 Spyro: Year of the Dragon PS year 2000
## 37 343 SOCOM: U.S. Navy SEALs PS2 year 2002
## 38 345 Gran Turismo 6 PS3 year 2013
## 39 346 Jak and Daxter: The Precursor Legacy PS2 year 2001
## 40 362 The Getaway PS2 year 2002
## 41 369 Spyro 2: Ripto's Rage! PS year 1999
## 42 388 LittleBigPlanet 2 PS3 year 2011
## 43 394 Crash Bash PS year 2000
## 44 405 Ratchet & Clank PS2 year 2002
## 45 414 Gran Turismo (PSP) PSP year 2009
## 46 416 Tekken PS year 1995
## 47 426 God of War: Chains of Olympus PSP year 2008
## 48 448 Heavy Rain PS3 year 2010
## 49 464 Killzone 2 PS3 year 2009
## 50 486 SOCOM II: U.S. Navy SEALs PS2 year 2003
## 51 488 inFAMOUS PS3 year 2009
## 52 500 Hot Shots Golf 3 PS2 year 2001
## 53 503 Syphon Filter PS year 1999
## 54 528 Hot Shots Golf PS year 1997
## 55 529 Killzone 3 PS3 year 2011
## 56 530 A Bug's Life PS year 1998
## 57 538 Jak II PS2 year 2003
## 58 539 inFAMOUS: Second Son PS4 year 2014
## 59 540 Ratchet & Clank: Going Commando PS2 year 2003
## 60 578 Pac-Man: Adventures in Time PSP year 2006
## 61 580 God of War Collection PS3 year 2009
## 62 591 Ratchet & Clank Future: Tools of Destruction PS3 year 2007
## 63 593 LittleBigPlanet PSP year 2009
## 64 594 Killzone: Shadow Fall PS4 year 2013
## 65 598 Ratchet & Clank: Up Your Arsenal PS2 year 2004
## 66 621 Resistance 2 PS3 year 2008
## 67 632 Twisted Metal 2 PS year 1996
## 68 642 ATV Offroad Fury PS2 year 2001
## 69 662 Bloodborne PS4 year 2015
## 70 697 God of War: Ascension PS3 year 2013
## 71 759 Syphon Filter 2 PS year 2000
## 72 834 SOCOM: U.S. Navy SEALs: Combined Assault PS2 year 2006
## 73 850 DriveClub PS4 year 2014
## 74 868 Hot Shots Golf: Open Tee PSP year 2004
## 75 884 Jet Moto 2 PS year 1997
## 76 902 PaRappa The Rapper PS year 1996
## 77 914 Ratchet & Clank Future: A Crack in Time PS3 year 2009
## 78 941 inFAMOUS 2 PS3 year 2011
## 79 948 Jet Moto PS year 1996
## 80 952 Air Combat PS year 1995
## 81 963 Sly 2: Band of Thieves PS2 year 2004
## 82 971 Beyond: Two Souls PS3 year 2013
## 83 976 The Getaway: Black Monday PS2 year 2004
## Genre Publisher NA_Sales EU_Sales JP_Sales Other_Sales Global_Sales
## 1 Racing Sony 6.85 5.09 1.87 1.16 14.98
## 2 Racing Sony 3.01 0.01 1.10 7.53 11.66
## 3 Racing Sony 4.02 3.87 2.54 0.52 10.95
## 4 Racing Sony 2.96 4.88 0.81 2.12 10.77
## 5 Role-Playing Sony 3.01 2.47 3.28 0.96 9.72
## 6 Racing Sony 3.88 3.42 1.69 0.50 9.49
## 7 Role-Playing Sony 2.91 2.07 2.73 0.33 8.05
## 8 Platform Sony 3.78 2.17 1.31 0.31 7.58
## 9 Fighting Sony 3.27 2.22 1.40 0.29 7.16
## 10 Platform Sony 3.68 1.75 1.42 0.28 7.13
## 11 Action Sony 2.77 2.80 0.19 1.06 6.83
## 12 Platform Sony 3.23 2.35 0.94 0.30 6.82
## 13 Action Sony 3.27 2.25 0.21 1.00 6.73
## 14 Role-Playing Sony 3.64 1.20 1.49 0.07 6.40
## 15 Platform Sony 2.80 2.05 0.17 0.90 5.92
## 16 Fighting Sony 2.26 1.89 1.36 0.23 5.74
## 17 Misc Sony 1.97 2.51 0.00 0.94 5.42
## 18 Platform Sony 3.36 1.36 0.07 0.21 5.00
## 19 Action Sony 2.31 1.73 0.12 0.78 4.94
## 20 Action Sony 2.74 1.36 0.12 0.63 4.84
## 21 Racing Sony 2.57 1.57 0.44 0.21 4.79
## 22 Action Sony 1.78 1.87 0.07 0.82 4.55
## 23 Action Sony 1.96 1.69 0.08 0.74 4.47
## 24 Action Sony 2.71 1.29 0.02 0.43 4.45
## 25 Shooter Sony 1.73 1.73 0.14 0.75 4.35
## 26 Platform Sony 2.45 1.02 0.00 0.75 4.22
## 27 Misc Sony 0.88 2.30 0.20 0.83 4.20
## 28 Shooter Sony 1.30 2.07 0.18 0.65 4.20
## 29 Racing Sony 1.28 1.83 0.57 0.53 4.20
## 30 Action Sony 2.32 0.04 0.04 1.67 4.07
## 31 Misc Sony 2.28 1.55 0.16 0.06 4.05
## 32 Racing Sony 1.53 1.61 0.06 0.67 3.88
## 33 Sports Sony 2.12 1.14 0.10 0.51 3.87
## 34 Misc Sony 2.12 1.44 0.22 0.06 3.84
## 35 Platform Sony 1.40 1.40 0.10 0.87 3.77
## 36 Platform Sony 1.93 1.58 0.00 0.19 3.71
## 37 Shooter Sony 2.53 0.81 0.06 0.24 3.65
## 38 Racing Sony 0.71 1.80 0.40 0.74 3.64
## 39 Platform Sony 2.08 1.09 0.15 0.33 3.64
## 40 Action Sony 1.23 1.77 0.05 0.49 3.54
## 41 Platform Sony 2.14 1.21 0.01 0.17 3.52
## 42 Platform Sony 1.82 1.07 0.06 0.47 3.42
## 43 Misc Sony 1.56 1.47 0.19 0.17 3.39
## 44 Platform Sony 1.44 1.01 0.57 0.30 3.33
## 45 Racing Sony 0.50 1.59 0.31 0.87 3.27
## 46 Fighting Sony 0.95 1.30 0.77 0.22 3.24
## 47 Action Sony 1.48 1.01 0.04 0.66 3.19
## 48 Adventure Sony 1.29 1.27 0.06 0.50 3.12
## 49 Shooter Sony 1.40 1.07 0.08 0.47 3.02
## 50 Shooter Sony 2.22 0.51 0.06 0.15 2.94
## 51 Action Sony 1.76 0.69 0.12 0.37 2.94
## 52 Sports Sony 0.99 0.32 1.38 0.20 2.89
## 53 Shooter Sony 2.03 0.72 0.02 0.11 2.88
## 54 Sports Sony 0.29 0.20 2.13 0.18 2.79
## 55 Shooter Sony 1.45 0.88 0.09 0.38 2.79
## 56 Platform Sony 1.96 0.72 0.00 0.11 2.79
## 57 Platform Sony 1.68 0.74 0.00 0.36 2.78
## 58 Action Sony 1.27 0.97 0.07 0.47 2.78
## 59 Platform Sony 1.44 0.83 0.26 0.25 2.78
## 60 Fighting Sony 0.76 1.10 0.12 0.65 2.63
## 61 Action Sony 1.70 0.46 0.06 0.41 2.63
## 62 Platform Sony 0.93 1.12 0.08 0.45 2.59
## 63 Platform Sony 0.64 1.24 0.01 0.69 2.58
## 64 Shooter Sony 0.89 1.33 0.07 0.28 2.58
## 65 Platform Sony 1.31 0.74 0.31 0.22 2.57
## 66 Shooter Sony 1.15 0.85 0.10 0.39 2.48
## 67 Racing Sony 2.12 0.25 0.00 0.07 2.44
## 68 Racing Sony 2.07 0.26 0.00 0.08 2.41
## 69 Action Sony 1.00 0.76 0.26 0.36 2.38
## 70 Action Sony 1.23 0.68 0.04 0.34 2.29
## 71 Shooter Sony 1.50 0.55 0.02 0.08 2.15
## 72 Shooter Sony 1.74 0.02 0.00 0.28 2.04
## 73 Racing Sony 0.35 1.31 0.02 0.33 2.00
## 74 Sports Sony 0.50 0.50 0.63 0.33 1.96
## 75 Racing Sony 1.41 0.42 0.03 0.07 1.94
## 76 Misc Sony 0.26 0.16 1.46 0.03 1.92
## 77 Platform Sony 1.05 0.54 0.03 0.26 1.88
## 78 Action Sony 1.05 0.49 0.08 0.23 1.85
## 79 Racing Sony 1.33 0.40 0.03 0.07 1.83
## 80 Simulation Sony 0.92 0.33 0.52 0.05 1.83
## 81 Platform Sony 0.88 0.69 0.00 0.23 1.81
## 82 Adventure Sony 0.52 0.88 0.06 0.34 1.79
## 83 Action Sony 0.39 1.01 0.02 0.36 1.78Knit the file to HTML and upload it to eLumen