library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.1 ──## ✓ ggplot2 3.3.5 ✓ purrr 0.3.4
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library(stringr)
library(rvest)##
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## guess_encodinglibrary(lubridate)##
## Attaching package: 'lubridate'## The following objects are masked from 'package:base':
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## date, intersect, setdiff, unionThis data set is record with the TV show rating. We want to use this dataset to know the highest rated TV show each year and the each category.
tv_url<- "https://raw.githubusercontent.com/Benson90/Project2/main/Dataset_Superhero-TV-Shows.txt"
tvdata <-read.csv(tv_url)We were selected some of the variable from the dataset into data frame and converting the character to Numbers. Also, read the variable year as a strings.
tvworkingdata <- tvdata %>%
select("show_title","imdb_rating","release_year","runtime","genre","parental_guideline")
tvworkingdata <- tvworkingdata[!(tvworkingdata$imdb_rating=="Not-Rated"),]
tvworkingdata$imdb_rating <-as.numeric(tvworkingdata$imdb_rating)
suppressWarnings(tvworkingdata$runtime <-as.numeric(tvworkingdata$runtime))
tvworkingdata <- tvworkingdata %>% filter_at(vars(2), any_vars(. > 0))
tvworkingdata <- tvworkingdata %>% filter_at(vars(4), any_vars(. > 0))
tvworkingdata$release_year <- str_extract(tvworkingdata$release_year, "^\\d{4}")
head(tvworkingdata,20)## show_title imdb_rating release_year runtime
## 1 Peacemaker 8.5 2022 40
## 2 The Legend of Vox Machina 8.6 2022 30
## 3 Daredevil 8.6 2015 54
## 4 The Boys 8.7 2019 60
## 5 Raising Dion 7.2 2019 50
## 6 Titans 7.6 2018 45
## 7 Star Wars: The Clone Wars 8.3 2008 23
## 8 The Punisher 8.5 2017 53
## 9 The Flash 7.6 2014 43
## 10 Superman & Lois 7.9 2021 42
## 11 The Umbrella Academy 8.0 2019 60
## 12 Agents of S.H.I.E.L.D. 7.5 2013 45
## 13 What If...? 7.5 2021 32
## 14 Gotham 7.8 2014 42
## 15 Arrow 7.5 2012 42
## 16 Invincible 8.7 2021 50
## 17 Jessica Jones 7.9 2015 56
## 18 DC's Legends of Tomorrow 6.8 2016 42
## 19 Doom Patrol 7.9 2019 60
## 20 Star Wars: Rebels 8.0 2014 22
## genre parental_guideline
## 1 Action, Adventure, Comedy TV-MA
## 2 Animation, Action, Adventure TV-MA
## 3 Action, Crime, Drama TV-MA
## 4 Action, Crime, Drama TV-MA
## 5 Drama, Sci-Fi TV-G
## 6 Action, Adventure, Crime TV-MA
## 7 Animation, Action, Adventure TV-PG
## 8 Action, Crime, Drama TV-MA
## 9 Action, Adventure, Drama TV-PG
## 10 Action, Adventure, Drama TV-14
## 11 Action, Adventure, Comedy TV-14
## 12 Action, Adventure, Drama TV-PG
## 13 Animation, Action, Adventure TV-14
## 14 Action, Crime, Drama TV-14
## 15 Action, Adventure, Crime TV-14
## 16 Animation, Action, Adventure TV-MA
## 17 Action, Crime, Drama TV-MA
## 18 Action, Adventure, Drama TV-14
## 19 Action, Adventure, Comedy TV-MA
## 20 Animation, Action, Adventure TV-Y7-FVFirstly, we sort the year and the category. Then the rating.
tvworkingdatayr <- tvworkingdata[order(tvworkingdata$release_year,tvworkingdata$imdb_rating, decreasing = TRUE), ]
tvworkingdatatype <- tvworkingdata[order(tvworkingdata$parental_guideline,tvworkingdata$imdb_rating, decreasing = TRUE), ]
tvworkingdatayr## show_title imdb_rating release_year
## 2 The Legend of Vox Machina 8.6 2022
## 1 Peacemaker 8.5 2022
## 388 El Deafo 8.2 2022
## 401 Action Pack 6.3 2022
## 16 Invincible 8.7 2021
## 92 Bad and Crazy 8.3 2021
## 380 Kamen Rider Revice 8.2 2021
## 88 Marvel Studios: Assembled 8.0 2021
## 10 Superman & Lois 7.9 2021
## 40 Hit-Monkey 7.9 2021
## 49 Hit-Monkey 7.9 2021
## 144 Kid Cosmic 7.9 2021
## 451 Kikai Sentai Zenkaiger 7.6 2021
## 13 What If...? 7.5 2021
## 169 Super Crooks 7.2 2021
## 183 Trese 7.0 2021
## 41 Star Trek: Prodigy 6.9 2021
## 53 Star Trek: Prodigy 6.9 2021
## 101 Power Rangers Dino Fury 6.8 2021
## 486 SSSS.Dynazenon 6.8 2021
## 65 Jupiter's Legacy 6.7 2021
## 213 Marvel Studios: Legends 6.5 2021
## 111 Q-Force 6.4 2021
## 156 Marvel's M.O.D.O.K. 6.3 2021
## 422 Ghostforce 6.3 2021
## 134 Spidey and His Amazing Friends 6.1 2021
## 146 He-Man and the Masters of the Universe 6.0 2021
## 147 Resident Evil: Infinite Darkness 5.8 2021
## 348 Zero 5.6 2021
## 75 Masters of the Universe: Revelation 5.2 2021
## 511 Mashin Sentai Kiramager 8.0 2020
## 626 Ultraman Z 7.9 2020
## 61 Star Trek: Lower Decks 7.3 2020
## 197 Transformers: War for Cybertron Trilogy 7.3 2020
## 34 Stargirl 7.2 2020
## 499 Kamen Rider Saber 6.9 2020
## 290 Ghost in the Shell SAC_2045 6.3 2020
## 489 Magical Girl Friendship Squad 2.5 2020
## 364 ThunderCats Roar 2.0 2020
## 4 The Boys 8.7 2019
## 39 Harley Quinn 8.5 2019
## 48 Harley Quinn 8.5 2019
## 11 The Umbrella Academy 8.0 2019
## 433 Kamen Rider Zero-One 8.0 2019
## 19 Doom Patrol 7.9 2019
## 82 Swamp Thing 7.5 2019
## 329 Wolverine: Lost Chapters 7.4 2019
## 5 Raising Dion 7.2 2019
## 181 DC Super Hero Girls 7.1 2019
## 202 The Rook 6.8 2019
## 220 Ultraman 6.8 2019
## 221 Power Rangers Beast Morphers 6.7 2019
## 389 The Neighbor 6.6 2019
## 26 Wu Assassins 6.4 2019
## 25 Batwoman 3.4 2019
## 98 She-Ra and the Princesses of Power 7.8 2018
## 6 Titans 7.6 2018
## 287 Constantine: City of Demons 7.6 2018
## 470 SSSS.Gridman 7.0 2018
## 129 Krypton 6.9 2018
## 556 Kamen Rider Zi-O 6.9 2018
## 120 Cloak & Dagger 6.7 2018
## 323 The Epic Tales of Captain Underpants 6.7 2018
## 97 The Protector 6.6 2018
## 416 Famalam 6.3 2018
## 204 Rise of the Teenage Mutant Ninja Turtles 5.5 2018
## 441 Super Drags 5.4 2018
## 387 ReBoot: The Guardian Code 3.8 2018
## 412 The Adventures of Kid Danger 2.1 2018
## 8 The Punisher 8.5 2017
## 494 Kamen Rider Build 8.5 2017
## 36 Legion 8.2 2017
## 591 Uchu Sentai Kyuranger 7.4 2017
## 70 The Gifted 7.3 2017
## 211 Big Hero 6: The Series 7.2 2017
## 74 Runaways 7.0 2017
## 29 Iron Fist 6.4 2017
## 267 Powerless 6.4 2017
## 286 OK K.O.! Let's Be Heroes 6.4 2017
## 493 Stretch Armstrong & the Flex Fighters 6.4 2017
## 421 Power Rangers HyperForce 6.3 2017
## 150 Spider-Man 6.2 2017
## 76 Black Lightning 6.1 2017
## 182 Power Rangers Ninja Steel 6.0 2017
## 464 Freedom Fighters: The Ray 5.8 2017
## 66 Inhumans 5.0 2017
## 86 Mob Psycho 100 8.6 2016
## 23 My Hero Academia 8.4 2016
## 127 Trollhunters: Tales of Arcadia 8.4 2016
## 151 Voltron: Legendary Defender 8.0 2016
## 602 Kamen Rider Amazons 7.8 2016
## 341 Justice League Action 7.6 2016
## 99 The Tick 7.4 2016
## 28 Luke Cage 7.3 2016
## 482 Gotham Stories 7.3 2016
## 170 Lucky Man 7.2 2016
## 500 Kulipari: An Army of Frogs 7.0 2016
## 18 DC's Legends of Tomorrow 6.8 2016
## 439 World of Winx 6.8 2016
## 609 Zak Storm 6.8 2016
## 276 Lab Rats: Elite Force 6.5 2016
## 60 Van Helsing 6.2 2016
## 272 The Powerpuff Girls 3.4 2016
## 160 Ben 10 3.1 2016
## 35 One Punch Man 8.7 2015
## 3 Daredevil 8.6 2015
## 83 Dragon Ball Super 8.3 2015
## 17 Jessica Jones 7.9 2015
## 44 Agent Carter 7.9 2015
## 59 Agent Carter 7.9 2015
## 130 Star vs. the Forces of Evil 7.8 2015
## 22 Miraculous: Tales of Ladybug & Cat Noir 7.7 2015
## 229 SuperMansion 7.6 2015
## 625 Justice League: Gods and Monsters Chronicles 7.6 2015
## 233 Guardians of the Galaxy 7.3 2015
## 322 Vixen 7.1 2015
## 294 Danger Mouse 7.0 2015
## 414 WHIH News Front 6.9 2015
## 258 Thunderbirds Are Go 6.8 2015
## 471 Batman Unlimited 6.8 2015
## 208 Powers 6.7 2015
## 256 Power Rangers Dino Charge 6.5 2015
## 268 Be Cool, Scooby-Doo! 6.3 2015
## 24 Supergirl 6.2 2015
## 384 DC Super Hero Girls 6.0 2015
## 161 PJ Masks 5.4 2015
## 425 Inspector Gadget 4.7 2015
## 437 Mighty Magiswords 4.4 2015
## 476 Supernoobs 3.3 2015
## 20 Star Wars: Rebels 8.0 2014
## 274 Sailor Moon Crystal 7.9 2014
## 14 Gotham 7.8 2014
## 583 Ressha Sentai ToQger 7.8 2014
## 9 The Flash 7.6 2014
## 582 Major Lazer 7.6 2014
## 117 Constantine 7.5 2014
## 403 Penn Zero: Part-Time Hero 7.2 2014
## 185 Sonic Boom 7.0 2014
## 335 Transformers: Robots in Disguise 6.0 2014
## 596 Fangbone! 5.8 2014
## 62 Henry Danger 5.6 2014
## 490 Miniforce 4.4 2014
## 71 Steven Universe 8.1 2013
## 628 Nutri Ventures 8.1 2013
## 587 The Adventures of Napkin Man 7.9 2013
## 12 Agents of S.H.I.E.L.D. 7.5 2013
## 317 The Awesomes 7.3 2013
## 319 Beware the Batman 7.3 2013
## 564 Xiaolin Chronicles 6.6 2013
## 68 PAW Patrol 6.1 2013
## 374 Hulk and the Agents of S.M.A.S.H. 6.1 2013
## 399 Monsters vs. Aliens 5.8 2013
## 69 The Thundermans 5.6 2013
## 363 Deadpool 5.5 2013
## 100 Teen Titans Go! 5.3 2013
## 601 Pac-Man and the Ghostly Adventures 4.9 2013
## 30 JoJo's Bizarre Adventure 8.5 2012
## 508 Bridal Mask 8.4 2012
## 43 The Legend of Korra 8.3 2012
## 58 The Legend of Korra 8.3 2012
## 279 TRON: Uprising 8.2 2012
## 343 Bravest Warriors 8.0 2012
## 104 Teenage Mutant Ninja Turtles 7.8 2012
## 179 RWBY 7.6 2012
## 15 Arrow 7.5 2012
## 126 Ultimate Spider-Man 7.2 2012
## 109 Avengers Assemble 7.0 2012
## 145 Lab Rats 6.6 2012
## 362 Randy Cunningham: 9th Grade Ninja 6.6 2012
## 448 Smile PreCure! 6.6 2012
## 128 Ben 10: Omniverse 6.1 2012
## 616 SheZow 5.9 2012
## 222 Batgirl: Spoiled 5.7 2012
## 509 Kaizoku Sentai Gokaiger 8.5 2011
## 261 Black Dynamite 8.1 2011
## 337 Green Lantern: The Animated Series 8.0 2011
## 594 New Teen Titans 7.5 2011
## 219 Mortal Kombat: Legacy 7.4 2011
## 139 Ninjago: Masters of Spinjitzu 7.3 2011
## 445 Tiger & Bunny 7.3 2011
## 247 Kung Fu Panda: Legends of Awesomeness 7.1 2011
## 519 The Adventures of Superseven 7.0 2011
## 432 Voltron Force 6.9 2011
## 350 Transformers: Rescue Bots 6.5 2011
## 310 The Cape 5.8 2011
## 569 Super Girl 5.5 2011
## 235 Power Rangers Samurai 5.1 2011
## 638 Nightwing: Escalation 5.1 2011
## 38 Young Justice 8.7 2010
## 46 Young Justice 8.7 2010
## 177 The Avengers: Earth's Mightiest Heroes 8.3 2010
## 135 Scooby-Doo! Mystery Incorporated 8.0 2010
## 191 Transformers Prime 7.9 2010
## 131 Ben 10: Ultimate Alien 7.7 2010
## 232 Generator Rex 7.7 2010
## 153 No Ordinary Family 6.9 2010
## 457 Iron Man 6.4 2010
## 292 Team Umizoomi 6.1 2010
## 297 Mad 5.8 2010
## 502 Sidekick 4.3 2010
## 32 Fullmetal Alchemist: Brotherhood 9.1 2009
## 515 Darna 8.6 2009
## 606 Samurai Sentai Shinkenger 8.4 2009
## 622 Kamen Rider W 8.3 2009
## 42 Misfits 8.2 2009
## 57 Misfits 8.2 2009
## 194 Dragon Ball Z Kai 8.2 2009
## 560 Superman: Red Son 7.1 2009
## 295 Power Rangers R.P.M. 6.6 2009
## 565 The League of Super Evil 6.5 2009
## 7 Star Wars: The Clone Wars 8.3 2008
## 141 The Spectacular Spider-Man 8.3 2008
## 345 The Middleman 8.1 2008
## 254 Wolverine and the X-Men 8.0 2008
## 121 Ben 10: Alien Force 7.3 2008
## 201 Batman: The Brave and the Bold 7.3 2008
## 547 Casshern Sins 7.2 2008
## 431 Kamen Rider: Dragon Knight 6.9 2008
## 311 Power Rangers Jungle Fury 6.6 2008
## 282 Iron Man: Armored Adventures 6.5 2008
## 405 The Mighty B! 5.3 2008
## 501 Speed Racer: The Next Generation 4.1 2008
## 27 Naruto: Shippûden 8.6 2007
## 72 Phineas and Ferb 8.0 2007
## 253 Darker Than Black 7.7 2007
## 627 Kamen Rider Den-O 7.7 2007
## 559 Storm Hawks 7.1 2007
## 158 WordGirl 6.9 2007
## 352 Transformers: Animated 6.6 2007
## 391 Super Why! 6.1 2007
## 450 Painkiller Jane 5.9 2007
## 285 Bionic Woman 5.8 2007
## 367 Power Rangers Operation Overdrive 5.5 2007
## 548 Dino Squad 5.5 2007
## 473 Chop Socky Chooks 4.4 2007
## 338 Frisky Dingo 8.1 2006
## 460 GoGo Sentai Boukenger 7.8 2006
## 33 Heroes 7.5 2006
## 398 Fantastic Four: World's Greatest Heroes 6.8 2006
## 312 Power Rangers Mystic Force 6.7 2006
## 453 Kappa Mikey 6.6 2006
## 557 Biker Mice from Mars 6.4 2006
## 186 Blade: The Series 6.3 2006
## 498 Grossology 6.3 2006
## 479 Yin Yang Yo! 6.0 2006
## 21 Avatar: The Last Airbender 9.3 2005
## 529 Garo 7.8 2005
## 579 Guyver: The Bioboosted Armor 7.8 2005
## 78 Ben 10 7.4 2005
## 543 Hero Bhakti Hi Shakti Hai 7.4 2005
## 617 Mahou Sentai Magiranger 7.4 2005
## 249 Power Rangers S.P.D. 6.7 2005
## 206 American Dragon: Jake Long 6.6 2005
## 455 The Life and Times of Juniper Lee 6.5 2005
## 538 Transformers: Cybertron 6.5 2005
## 347 Krypto the Superdog 5.8 2005
## 415 Robotboy 5.8 2005
## 454 Loonatics Unleashed 5.6 2005
## 291 Johnny Test 5.2 2005
## 572 G.I. Joe: Sigma 6 5.2 2005
## 116 Justice League Unlimited 8.7 2004
## 592 Ultraman Nexus 8.6 2004
## 37 Bleach 8.2 2004
## 382 Megas XLR 8.2 2004
## 550 Dragon Booster 7.4 2004
## 132 The Batman 7.3 2004
## 246 W.I.T.C.H. 7.3 2004
## 157 Drawn Together 7.0 2004
## 600 Pretty Cure 7.0 2004
## 281 Power Rangers DinoThunder 6.8 2004
## 478 Super Robot Monkey Team Hyperforce Go! 6.5 2004
## 180 Winx Club 6.2 2004
## 542 Transformers: Energon 6.1 2004
## 484 Atomic Betty 5.4 2004
## 112 Fullmetal Alchemist 8.5 2003
## 123 The Venture Bros. 8.5 2003
## 636 Action League Now!! 8.1 2003
## 96 Teen Titans 7.9 2003
## 94 Star Wars: Clone Wars 7.8 2003
## 140 Teenage Mutant Ninja Turtles 7.8 2003
## 372 Duck Dodgers 7.7 2003
## 327 Xiaolin Showdown 7.4 2003
## 608 Pretty Guardian Sailor Moon 7.4 2003
## 301 Code Lyoko 7.3 2003
## 163 Danny Phantom 7.1 2003
## 266 Spider-Man 7.0 2003
## 467 Astro Boy 7.0 2003
## 357 Jake 2.0 6.8 2003
## 314 Power Rangers Ninja Storm 6.4 2003
## 633 Sabrina's Secret Life 6.4 2003
## 226 Sonic X 6.3 2003
## 172 Stripperella 5.6 2003
## 196 Ghost in the Shell: Stand Alone Complex 8.5 2002
## 31 Naruto 8.3 2002
## 599 Kamen Rider Ryuki 7.8 2002
## 540 Ultimate Muscle: The Kinnikuman Legacy 7.6 2002
## 302 He-Man and the Masters of the Universe 7.5 2002
## 215 What's New, Scooby-Doo? 7.3 2002
## 133 Kim Possible 7.2 2002
## 166 Codename: Kids Next Door 7.2 2002
## 411 Transformers: Armada 7.1 2002
## 461 Tokyo Mew Mew 7.0 2002
## 223 My Life as a Teenage Robot 6.9 2002
## 417 Ozzy & Drix 6.9 2002
## 152 Birds of Prey 6.4 2002
## 313 Power Rangers Wild Force 6.3 2002
## 537 Aaryaman Brahmand Ka Yoddha 6.2 2002
## 108 LazyTown 6.0 2002
## 397 ¡Mucha Lucha! 5.8 2002
## 620 Teamo Supremo 4.1 2002
## 93 Samurai Jack 8.5 2001
## 105 Justice League 8.5 2001
## 228 The Tick 7.8 2001
## 85 Robot Chicken 7.7 2001
## 613 Cyborg 009 7.5 2001
## 110 Fairly OddParents 7.2 2001
## 200 Totally Spies! 7.1 2001
## 277 Power Rangers Time Force 7.1 2001
## 487 The Zeta Project 7.1 2001
## 607 Rave Master 7.0 2001
## 440 MegaMan: NT Warrior 6.9 2001
## 396 The Legend of Tarzan 6.8 2001
## 234 Witchblade 6.5 2001
## 630 The Ripping Friends 6.4 2001
## 188 Mutant X 6.0 2001
## 334 RoboCop: Prime Directives 4.7 2001
## 264 Harvey Birdman, Attorney at Law 8.0 2000
## 239 X-Men: Evolution 7.8 2000
## 138 Aqua Teen Hunger Force 7.6 2000
## 321 The Invisible Man 7.5 2000
## 89 Dark Angel 7.4 2000
## 212 Jackie Chan Adventures 7.4 2000
## 428 Gotham Girls 7.4 2000
## 245 Static Shock 7.3 2000
## 409 Queen of Swords 7.1 2000
## 218 Happy Tree Friends 7.0 2000
## 545 Transformers: Robots in Disguise 6.8 2000
## 171 Buzz Lightyear of Star Command 6.7 2000
## 339 Max Steel 6.7 2000
## 615 Action Man 6.7 2000
## 225 My Hero 6.6 2000
## 377 Power Rangers Lightspeed Rescue 6.5 2000
## 517 Max Steel 6.3 2000
## 544 Lobo 6.3 2000
## 284 Power Rangers Megaforce 5.7 2000
## 115 Batman Beyond 8.1 1999
## 568 Sherlock Holmes in the 22nd Century 7.4 1999
## 262 Power Rangers Lost Galaxy 6.9 1999
## 488 Beast Machines: Transformers 6.8 1999
## 288 Spider-Man Unlimited 6.4 1999
## 562 Mona the Vampire 6.3 1999
## 355 Sonic Underground 6.1 1999
## 381 Sabrina, the Animated Series 5.9 1999
## 510 Avengers: United They Stand 5.5 1999
## 47 Cowboy Bebop 8.9 1998
## 610 Captain Vyom 8.4 1998
## 214 Trigun 8.2 1998
## 142 The Powerpuff Girls 7.3 1998
## 273 Power Rangers in Space 7.3 1998
## 430 Silver Surfer 7.1 1998
## 332 Godzilla: The Series 6.8 1998
## 205 Hercules 6.6 1998
## 351 The Crow: Stairway to Heaven 6.5 1998
## 539 Devilman Lady 6.4 1998
## 238 Mortal Kombat: Conquest 6.3 1998
## 143 The New Batman Adventures 8.5 1997
## 125 Shaktimaan 8.2 1997
## 175 Spawn 8.1 1997
## 328 Mummies Alive! 7.1 1997
## 217 Extreme Ghostbusters 6.9 1997
## 624 Zorro 6.6 1997
## 442 Timecop 6.5 1997
## 227 NightMan 5.9 1997
## 369 Power Rangers Turbo 5.7 1997
## 370 Ninja Turtles: The Next Mutation 4.5 1997
## 199 Rurouni Kenshin 8.4 1996
## 148 Superman: The Animated Series 8.1 1996
## 207 Beast Wars: Transformers 8.1 1996
## 168 Dexter's Laboratory 7.9 1996
## 419 Gargoyles: The Goliath Chronicles 7.8 1996
## 474 Ultraman: Tiga 7.8 1996
## 385 The Real Adventures of Jonny Quest 7.7 1996
## 563 Kaiketsu Zoro 7.7 1996
## 598 Captain Simian & The Space Monkeys 7.6 1996
## 477 Road Rovers 7.2 1996
## 231 Dragon Ball GT 6.8 1996
## 300 The Incredible Hulk 6.8 1996
## 54 Sabrina the Teenage Witch 6.7 1996
## 305 The Sentinel 6.6 1996
## 307 Power Rangers Zeo 6.6 1996
## 356 Mighty Ducks: The Animated Series 6.5 1996
## 353 BeetleBorgs 6.4 1996
## 632 Flash Gordon 6.1 1996
## 165 Dragon Ball 8.5 1995
## 174 Sailor Moon 7.6 1995
## 324 Freakazoid! 7.5 1995
## 426 Street Fighter II: V 7.5 1995
## 463 Earthworm Jim 7.4 1995
## 584 Chouriki Sentai Ohranger 7.4 1995
## 344 The Mask 7.0 1995
## 507 Masked Rider 6.5 1995
## 586 The Savage Dragon 6.5 1995
## 593 Ultraforce 6.2 1995
## 549 Action Man 6.1 1995
## 525 Mortal Kombat: Defenders of the Realm 6.0 1995
## 497 Street Fighter: The Animated Series 5.9 1995
## 81 Spider-Man: The Animated Series 8.4 1994
## 137 Gargoyles 8.1 1994
## 265 ReBoot 7.8 1994
## 303 The Tick 7.8 1994
## 526 Phantom 2040 7.2 1994
## 465 Superhuman Samurai Syber-Squad 7.0 1994
## 167 Weird Science 6.8 1994
## 491 Mega Man 6.8 1994
## 318 Iron Man 6.7 1994
## 462 The Head 6.6 1994
## 358 Fantastic Four: The Animated Series 6.5 1994
## 340 M.A.N.T.I.S. 6.4 1994
## 395 Street Sharks 6.3 1994
## 342 V.R. Troopers 5.8 1994
## 248 RoboCop 5.7 1994
## 373 Swat Kats: The Radical Squadron 8.4 1993
## 522 Exosquad 8.4 1993
## 577 Gosei Sentai Dairanger 8.1 1993
## 252 Space Ghost Coast to Coast 7.9 1993
## 447 Mighty Max 7.8 1993
## 595 Cadillacs and Dinosaurs 7.1 1993
## 379 Biker Mice from Mars 7.0 1993
## 269 Sonic the Hedgehog 6.8 1993
## 77 Lois & Clark: The New Adventures of Superman 6.7 1993
## 79 Mighty Morphin Power Rangers 6.5 1993
## 612 Double Dragon 6.5 1993
## 361 Adventures of Sonic the Hedgehog 6.4 1993
## 637 Ultraman: The Ultimate Hero 6.4 1993
## 45 Batman: The Animated Series 9.0 1992
## 80 X-Men: The Animated Series 8.4 1992
## 173 Yu Yu Hakusho: Ghost Files 8.4 1992
## 192 The Adventures of Pete & Pete 8.3 1992
## 527 Dinosaur Squadron Zyuranger 7.9 1992
## 178 Sailor Moon 7.8 1992
## 468 Conan the Adventurer 7.3 1992
## 555 Wild West C.O.W.-Boys of Moo Mesa 7.3 1992
## 580 King Arthur and the Knights of Justice 7.3 1992
## 618 Choujin Sentai Jetman 8.3 1991
## 237 Æon Flux 7.8 1991
## 260 Darkwing Duck 7.6 1991
## 420 The Legend of Prince Valiant 7.4 1991
## 635 Bucky O'Hare and the Toad Wars! 7.4 1991
## 535 Super Mario World 7.0 1991
## 581 Toxic Crusaders 6.6 1991
## 480 James Bond Jr. 6.1 1991
## 575 ProStars 5.7 1991
## 590 Samurai Pizza Cats 7.4 1990
## 436 The Adventures of Super Mario Bros. 3 7.3 1990
## 113 The Flash 7.1 1990
## 475 Super Force 7.0 1990
## 195 Zorro 6.8 1990
## 243 Captain Planet and the Planeteers 6.7 1990
## 376 Swamp Thing 6.5 1990
## 561 The New Adventures of He-Man 5.5 1990
## 55 Dragon Ball Z 8.7 1989
## 159 Dragon Ball Z 8.7 1989
## 495 Guyver: The Bioboosted Armor 7.6 1989
## 293 The Super Mario Bros. Super Show! 6.4 1989
## 444 Captain N: The Game Master 6.4 1989
## 400 The Legend of Zelda 6.3 1989
## 472 Ronin Warriors 7.4 1988
## 241 My Secret Identity 7.3 1988
## 410 Superman 7.1 1988
## 427 Dino-Riders 7.1 1988
## 333 A Pup Named Scooby-Doo 6.8 1988
## 198 Superboy 6.2 1988
## 531 RoboCop 6.1 1988
## 546 Kamen Rider Black 8.2 1987
## 315 Werewolf 8.0 1987
## 114 Teenage Mutant Ninja Turtles 7.9 1987
## 443 Visionaries: Knights of the Magical Light 7.8 1987
## 346 Captain Power and the Soldiers of the Future 7.6 1987
## 520 Bionic Six 7.4 1987
## 533 G-Force: Guardians of Space 7.4 1987
## 554 Sable 7.4 1987
## 408 BraveStarr 7.1 1987
## 605 Transformers: The Headmasters 7.1 1987
## 63 Beauty and the Beast 7.0 1987
## 623 Mighty Mouse: The New Adventures 7.0 1987
## 375 The Highwayman 6.6 1987
## 558 Dinosaucers 6.5 1987
## 485 Journey to the West 8.7 1986
## 91 Dragon Ball 8.5 1986
## 424 Centurions 7.7 1986
## 136 The Real Ghostbusters 7.6 1986
## 534 The Adventures of the Galaxy Rangers 7.6 1986
## 589 InHumanoids 7.5 1986
## 378 Silverhawks 7.3 1986
## 588 The New Adventures of Jonny Quest 7.2 1986
## 413 Defenders of the Earth 7.1 1986
## 280 Ghostbusters 6.4 1986
## 394 Rambo 6.4 1986
## 573 Chuck Norris: Karate Kommandos 5.8 1986
## 366 Robotech 8.5 1985
## 190 Thundercats 7.9 1985
## 103 The Equalizer 7.8 1985
## 52 MacGyver 7.7 1985
## 349 Stingray 7.5 1985
## 308 Misfits of Science 7.4 1985
## 304 MASK 7.2 1985
## 585 Galtar and the Golden Lance 7.1 1985
## 244 She-Ra: Princess of Power 6.9 1985
## 257 Street Hawk 6.8 1985
## 404 Super Gran 6.4 1985
## 360 Ewoks 6.0 1985
## 210 Robin Hood 8.4 1984
## 330 Fist of the North Star 8.3 1984
## 155 The Transformers 8.0 1984
## 271 Voltron: Defender of the Universe 7.9 1984
## 512 Sherlock Hound 7.5 1984
## 118 Highway to Heaven 6.8 1984
## 73 Airwolf 6.7 1984
## 326 Blue Thunder 6.2 1984
## 309 The Master 4.5 1984
## 536 Perman 8.1 1983
## 270 Dungeons & Dragons 8.0 1983
## 56 The A-Team 7.5 1983
## 154 He-Man and the Masters of the Universe 7.5 1983
## 299 Automan 6.9 1983
## 504 SuperTed 6.9 1983
## 216 Inspector Gadget 6.8 1983
## 456 Bananaman 6.7 1983
## 259 Manimal 6.5 1983
## 423 The New Scooby and Scrappy-Doo Show 6.5 1983
## 50 Knight Rider 6.9 1982
## 614 The Incredible Hulk 6.8 1982
## 209 The Powers of Matthew Star 6.2 1982
## 325 Danger Mouse 7.4 1981
## 107 The Greatest American Hero 7.3 1981
## 298 Spider-Man and His Amazing Friends 7.2 1981
## 466 The Phoenix 7.1 1981
## 359 Spider-Man 7.0 1981
## 634 Blackstar 6.8 1981
## 631 Chespirito 8.1 1980
## 402 Thundarr the Barbarian 7.5 1980
## 611 Astroboy 7.4 1980
## 496 Flash Gordon 7.0 1979
## 67 Buck Rogers in the 25th Century 6.9 1979
## 551 Plastic Man 6.5 1979
## 371 Scooby-Doo and Scrappy-Doo 6.4 1979
## 296 Legends of the Superheroes 5.8 1979
## 469 Spider-Woman 5.8 1979
## 336 Battle of the Planets 7.6 1978
## 553 Challenge of the Superfriends 7.6 1978
## 383 Jason of Star Command 6.5 1978
## 306 Spider Man 6.4 1978
## 566 Godzilla 6.4 1978
## 513 The All-New Super Friends Hour 7.2 1977
## 434 The New Adventures of Batman 7.1 1977
## 87 The Incredible Hulk 7.0 1977
## 578 Bigfoot and Wildboy 6.7 1977
## 240 Man from Atlantis 6.5 1977
## 406 Captain Caveman and the Teen Angels 6.4 1977
## 162 The Amazing Spider-Man 6.3 1977
## 435 Monster Squad 7.7 1976
## 597 Tarzan, Lord of the Jungle 7.7 1976
## 331 The Scooby-Doo/Dynomutt Hour 7.6 1976
## 283 The New Avengers 7.2 1976
## 320 Electra Woman and Dyna Girl 6.8 1976
## 164 The Bionic Woman 6.7 1976
## 603 Dynomutt Dog Wonder 6.7 1976
## 64 Charlie's Angels 6.5 1976
## 481 Wonderbug 6.5 1976
## 532 Holmes and Yoyo 5.9 1976
## 84 Wonder Woman 7.1 1975
## 275 The Secrets of Isis 6.8 1975
## 386 The Invisible Man 6.7 1975
## 102 The Six Million Dollar Man 7.1 1974
## 368 Hong Kong Phooey 6.9 1974
## 184 Shazam! 6.7 1974
## 449 El Chapulín Colorado 8.5 1973
## 224 Star Trek: The Animated Series 7.4 1973
## 242 The Tomorrow People 7.3 1973
## 255 Super Friends 7.3 1973
## 521 Gatchaman 7.8 1972
## 524 Mazinger Z 7.8 1972
## 119 Kung Fu 7.7 1972
## 289 The New Scooby-Doo Movies 7.7 1972
## 250 Fat Albert and the Cosby Kids 6.8 1972
## 523 Devilman 6.6 1972
## 203 The Electric Company 8.1 1971
## 418 Kamen Rider 7.8 1971
## 124 Scooby Doo, Where Are You! 7.9 1969
## 316 The Champions 7.6 1968
## 629 The Batman/Superman Hour 7.5 1968
## 187 Land of the Giants 7.1 1968
## 149 Mod Squad 6.9 1968
## 530 Ultraseven 8.2 1967
## 506 He & She 8.0 1967
## 392 Captain Scarlet and the Mysterons 7.8 1967
## 263 Spider-Man 7.4 1967
## 459 The Herculoids 7.4 1967
## 278 Speed Racer 7.2 1967
## 505 Captain Nice 7.1 1967
## 492 Aquaman 6.9 1967
## 452 Birdman 6.8 1967
## 438 Fantastic Four 6.7 1967
## 514 The Lone Ranger 7.7 1966
## 541 The Space Giants 7.6 1966
## 51 Batman 7.5 1966
## 236 The Green Hornet 7.4 1966
## 576 The New Adventures of Superman 7.4 1966
## 390 Space Ghost 7.3 1966
## 176 Tarzan 7.1 1966
## 570 Adam Adamant Lives! 7.0 1966
## 354 The Girl from U.N.C.L.E. 6.9 1966
## 446 Mr. Terrific 6.9 1966
## 621 Rocket Robin Hood 6.5 1966
## 106 Get Smart 8.2 1965
## 230 Thunderbirds 7.9 1965
## 393 Ultraman: A Special Effects Fantasy Series 7.9 1965
## 528 The Secret Squirrel Show 6.8 1965
## 251 Jonny Quest 7.8 1964
## 567 Astro Boy 7.4 1963
## 95 The Saint 7.5 1962
## 619 The New Hanna-Barbera Cartoon Series 7.5 1962
## 90 The Avengers 8.3 1961
## 574 The Dick Tracy Show 6.1 1961
## 365 Popeye the Sailor 7.1 1960
## 458 Quick Draw McGraw 6.8 1959
## 503 The Invisible Man 7.3 1958
## 571 Steve Canyon 7.2 1958
## 189 Zorro 8.2 1957
## 483 Sheena: Queen of the Jungle 6.9 1955
## 518 Captain Midnight 8.0 1954
## 516 Flash Gordon 5.9 1954
## 552 Commando Cody: Sky Marshal of the Universe 6.0 1953
## 122 Adventures of Superman 7.7 1952
## 604 Dick Tracy 7.6 1950
## 407 Buck Rogers 6.6 1950
## 193 The Lone Ranger 7.7 1949
## 429 Captain Video and His Video Rangers 7.5 1949
## runtime genre parental_guideline
## 2 30 Animation, Action, Adventure TV-MA
## 1 40 Action, Adventure, Comedy TV-MA
## 388 25 Animation, Adventure, Comedy TV-G
## 401 29 Animation, Action, Adventure TV-Y
## 16 50 Animation, Action, Adventure TV-MA
## 92 70 Action, Comedy, Crime
## 380 25 Action, Adventure, Comedy TV-PG
## 88 58 Documentary TV-14
## 10 42 Action, Adventure, Drama TV-14
## 40 22 Animation, Action, Adventure TV-MA
## 49 22 Animation, Action, Adventure TV-MA
## 144 25 Animation, Short, Action TV-Y7
## 451 25 Action, Adventure, Comedy TV-PG
## 13 32 Animation, Action, Adventure TV-14
## 169 30 Animation, Action, Adventure TV-MA
## 183 33 Animation, Action, Adventure TV-MA
## 41 24 Animation, Action, Adventure TV-Y7
## 53 24 Animation, Action, Adventure TV-Y7
## 101 21 Action, Adventure, Comedy TV-Y7
## 486 24 Animation, Action, Adventure TV-14
## 65 56 Action, Adventure, Drama TV-MA
## 213 7 Short, Action, Fantasy TV-14
## 111 30 Animation, Action, Adventure TV-MA
## 156 22 Animation, Action, Comedy TV-MA
## 422 22 Animation, Action, Adventure TV-Y7
## 134 22 Animation, Action, Adventure TV-Y7
## 146 26 Animation, Action, Adventure TV-Y7
## 147 26 Animation, Action, Horror TV-MA
## 348 27 Action, Comedy, Drama TV-MA
## 75 25 Animation, Short, Action TV-PG
## 511 25 Action, Adventure, Comedy TV-PG
## 626 25 Action, Adventure, Comedy TV-PG
## 61 25 Animation, Action, Adventure TV-MA
## 197 30 Animation, Action, Adventure TV-Y7
## 34 566 Action, Adventure, Crime TV-PG
## 499 24 Action, Adventure, Comedy TV-PG
## 290 25 Animation, Action, Crime TV-MA
## 489 12 Animation, Short, Comedy TV-MA
## 364 11 Animation, Action, Comedy TV-Y7-FV
## 4 60 Action, Crime, Drama TV-MA
## 39 23 Animation, Action, Adventure TV-MA
## 48 23 Animation, Action, Adventure TV-MA
## 11 60 Action, Adventure, Comedy TV-14
## 433 24 Action, Adventure, Comedy TV-PG
## 19 60 Action, Adventure, Comedy TV-MA
## 82 60 Action, Adventure, Drama TV-MA
## 329 28 Action
## 5 50 Drama, Sci-Fi TV-G
## 181 11 Animation, Action, Adventure TV-PG
## 202 50 Drama, Fantasy, Sci-Fi TV-MA
## 220 25 Animation, Action, Adventure TV-14
## 221 21 Action, Adventure, Comedy TV-Y7
## 389 30 Action, Comedy
## 26 44 Action, Crime, Drama TV-MA
## 25 45 Action, Adventure, Crime TV-14
## 98 30 Animation, Action, Adventure TV-Y7-FV
## 6 45 Action, Adventure, Crime TV-MA
## 287 6 Animation, Short, Action R
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## 129 45 Action, Adventure, Drama TV-14
## 556 24 Action, Adventure, Comedy TV-PG
## 120 44 Action, Adventure, Drama TV-14
## 323 24 Animation, Short, Action TV-Y7
## 97 40 Action, Fantasy, Sci-Fi TV-MA
## 416 20 Comedy
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## 441 30 Animation, Comedy, Fantasy TV-MA
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## 412 30 Animation, Action, Adventure TV-Y7
## 8 53 Action, Crime, Drama TV-MA
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## 36 60 Action, Drama, Sci-Fi TV-MA
## 591 25 Action, Adventure, Comedy TV-PG
## 70 43 Action, Drama, Fantasy TV-14
## 211 21 Animation, Action, Adventure TV-Y7
## 74 60 Action, Drama, Sci-Fi TV-14
## 29 55 Action, Adventure, Crime TV-MA
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## 602 45 Action, Adventure, Drama TV-PG
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## 28 55 Action, Crime, Drama TV-MA
## 482 3 Animation, Short, Crime TV-14
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## 18 42 Action, Adventure, Drama TV-14
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## 609 22 Animation, Action, Adventure TV-Y7-FV
## 276 30 Adventure, Comedy, Drama TV-Y7
## 60 43 Action, Drama, Fantasy TV-14
## 272 60 Animation, Action, Comedy TV-Y7-FV
## 160 12 Animation, Short, Action TV-Y7-FV
## 35 24 Animation, Action, Comedy TV-PG
## 3 54 Action, Crime, Drama TV-MA
## 83 24 Animation, Action, Adventure TV-PG
## 17 56 Action, Crime, Drama TV-MA
## 44 42 Action, Adventure, Sci-Fi TV-PG
## 59 42 Action, Adventure, Sci-Fi TV-PG
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## 414 9 Sci-Fi TV-PG
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## 24 43 Action, Adventure, Drama TV-PG
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## 437 3 Animation, Short, Action TV-Y7
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## 20 22 Animation, Action, Adventure TV-Y7-FV
## 274 24 Animation, Action, Adventure TV-14
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## 71 11 Animation, Action, Adventure TV-PG
## 628 24 Animation, Adventure TV-Y7
## 587 12 Animation TV-Y
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## 638 20 Action
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## 282 22 Animation, Action, Adventure TV-Y7
## 405 24 Animation, Short, Comedy TV-Y7
## 501 22 Animation, Action, Adventure TV-Y7
## 27 24 Animation, Action, Adventure TV-PG
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## 158 30 Animation, Short, Action TV-Y7
## 352 20 Animation, Action, Family TV-Y7
## 391 30 Animation, Family TV-Y
## 450 44 Action, Sci-Fi
## 285 60 Action, Sci-Fi, Thriller TV-PG
## 367 22 Action, Adventure, Sci-Fi TV-Y7
## 548 30 Animation TV-PG
## 473 11 Animation, Action, Comedy TV-Y7-FV
## 338 11 Animation, Comedy, Sci-Fi TV-MA
## 460 25 Action, Adventure, Comedy TV-PG
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## 453 22 Animation, Adventure, Comedy TV-Y7
## 557 22 Animation, Action, Sci-Fi TV-Y7-FV
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## 479 10 Animation, Short, Action TV-G
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## 550 30 Adventure, Action, Animation TV-Y7
## 132 22 Animation, Action, Adventure TV-Y7
## 246 30 Animation, Action, Adventure TV-Y7
## 157 22 Animation, Comedy, Reality-TV TV-MA
## 600 25 Animation, Action, Adventure TV-PG
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## 180 25 Animation, Action, Adventure TV-Y7
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## 140 30 Animation, Action, Adventure TV-Y7
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## 266 21 Animation, Action, Adventure TV-PG
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## 357 60 Drama, Sci-Fi
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## 633 30 Animation, Family TV-Y
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## 172 30 Animation, Action, Comedy TV-MA
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## 302 30 Animation, Action, Adventure TV-Y7
## 215 30 Animation, Adventure, Comedy TV-Y7
## 133 30 Animation, Action, Adventure TV-G
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## 152 60 Action, Adventure, Drama TV-14
## 313 30 Action, Adventure, Drama TV-Y7
## 537 45 Action, Adventure, Sci-Fi
## 108 30 Adventure, Comedy, Family TV-Y
## 397 22 Animation, Short, Action TV-Y7-FV
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## 334 375 Action, Crime, Sci-Fi R
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## 154 30 Animation, Action, Adventure TV-Y7
## 299 70 Adventure, Comedy, Crime
## 504 10 Animation, Action, Adventure TV-Y7-FV
## 216 30 Animation, Action, Adventure TV-Y7
## 456 5 Animation, Comedy, Family
## 259 60 Adventure, Crime, Fantasy TV-PG
## 423 30 Animation, Action, Adventure
## 50 46 Action, Crime, Drama TV-PG
## 614 24 Action, Animation, Adventure TV-Y7
## 209 60 Action, Adventure, Sci-Fi
## 325 25 Animation, Comedy, Family TV-Y
## 107 60 Adventure, Comedy, Sci-Fi TV-14
## 298 22 Animation, Action, Comedy TV-Y7
## 466 60 Sci-Fi
## 359 30 Animation, Action, Adventure TV-Y7
## 634 30 Animation, Adventure, Family
## 631 60 Comedy, Crime, Family TV-PG
## 402 30 Animation, Action, Adventure TV-Y7
## 611 24 Animation, Action, Adventure TV-G
## 496 30 Animation, Action, Adventure TV-Y7
## 67 60 Action, Adventure, Sci-Fi TV-G
## 551 120 Animation, Adventure, Family TV-G
## 371 30 Animation, Adventure, Comedy TV-G
## 296 100 Action, Comedy, Adventure
## 469 21 Animation, Action, Family TV-Y7
## 336 30 Animation, Action, Adventure TV-Y7
## 553 30 Animation, Action, Family TV-Y7
## 383 30 Action, Adventure, Family
## 306 30 Action, Adventure, Family TV-PG
## 566 30 Animation, Adventure, Family TV-Y7
## 513 60 Animation, Action, Adventure
## 434 30 Animation, Action, Adventure
## 87 60 Action, Adventure, Drama TV-PG
## 578 30 Adventure
## 240 60 Adventure, Fantasy, Sci-Fi
## 406 11 Animation, Short, Comedy TV-G
## 162 60 Action, Adventure, Crime TV-PG
## 435 30 Adventure, Family, Horror
## 597 30 Animation, Action, Adventure
## 331 24 Animation, Adventure, Comedy TV-G
## 283 60 Action, Mystery, Thriller
## 320 24 Sci-Fi
## 164 60 Action, Adventure, Drama TV-PG
## 603 30 Animation, Action, Adventure TV-G
## 64 60 Action, Adventure, Crime TV-PG
## 481 15 Action, Adventure, Comedy
## 532 30 Comedy, Crime, Sci-Fi
## 84 60 Action, Adventure, Fantasy TV-G
## 275 30 Adventure, Family, Fantasy
## 386 60 Adventure, Sci-Fi, Thriller
## 102 60 Action, Crime, Drama TV-PG
## 368 22 Animation, Action, Adventure TV-G
## 184 30 Action, Family, Fantasy TV-Y7-FV
## 449 25 Comedy, Family, Fantasy TV-PG
## 224 30 Animation, Action, Adventure TV-Y7
## 242 30 Drama, Fantasy, Sci-Fi
## 255 60 Animation, Action, Adventure TV-G
## 521 25 Animation, Action, Adventure TV-PG
## 524 30 Action, Animation, Sci-Fi
## 119 60 Adventure, Drama, Western TV-PG
## 289 83 Animation, Adventure, Comedy TV-G
## 250 30 Animation, Comedy, Family TV-Y7
## 523 30 Animation, Action, Fantasy
## 203 28 Family, Comedy TV-G
## 418 30 Action, Adventure, Drama TV-G
## 124 22 Animation, Adventure, Comedy TV-G
## 316 60 Adventure, Sci-Fi, Thriller
## 629 60 Animation, Action, Adventure
## 187 60 Sci-Fi TV-G
## 149 60 Action, Crime, Drama TV-PG
## 530 30 Action, Adventure, Drama TV-PG
## 506 30 Comedy, Romance
## 392 25 Animation, Action, Family TV-PG
## 263 25 Animation, Action, Adventure TV-Y7
## 459 10 Animation, Adventure, Sci-Fi TV-Y7
## 278 30 Animation, Action, Adventure TV-Y7
## 505 30 Comedy
## 492 30 Animation, Action, Adventure TV-Y7
## 452 30 Animation, Action, Adventure TV-G
## 438 30 Animation, Action, Adventure TV-Y7-FV
## 514 30 Animation, Family, Western
## 541 30 Sci-Fi
## 51 25 Action, Adventure, Comedy TV-G
## 236 99 Action, Adventure, Crime TV-PG
## 576 30 Animation, Action, Sci-Fi TV-Y7-FV
## 390 30 Animation, Action, Adventure TV-Y7
## 176 60 Action, Adventure
## 570 50 Adventure, Sci-Fi
## 354 60 Action, Adventure, Comedy
## 446 30 Comedy
## 621 22 Animation, Adventure, Family TV-Y7
## 106 25 Action, Adventure, Comedy TV-G
## 230 50 Animation, Action, Adventure TV-G
## 393 30 Action, Adventure, Comedy TV-14
## 528 30 Animation, Crime, Family TV-G
## 251 30 Animation, Action, Adventure TV-Y7
## 567 30 Animation, Action, Adventure TV-Y7
## 95 50 Action, Crime, Drama TV-PG
## 619 30 Animation, Family, Comedy
## 90 60 Action, Comedy, Crime TV-14
## 574 23 Animation, Crime, Adventure
## 365 30 Animation, Adventure, Comedy TV-G
## 458 30 Animation, Comedy, Family TV-G
## 503 30 Drama, Sci-Fi, Thriller
## 571 30 Adventure
## 189 30 Adventure, Western TV-G
## 483 28 Adventure
## 518 30 Sci-Fi TV-G
## 516 30 Action, Adventure, Family
## 552 30 Action, Adventure, Sci-Fi
## 122 30 Action, Adventure, Crime TV-G
## 604 30 Drama
## 407 30 Sci-Fi
## 193 30 Western TV-G
## 429 30 Action, Sci-Fi, Adventure TV-Y7Then we found the the top rating each year and category by filter. Base on the tables we can easily find the top rating each year and each category.
Ranking_Year_DS <- Reduce(rbind,
by(tvworkingdatayr,
tvworkingdatayr["release_year"],
head,
n = 1))
Ranking_Year_DS## show_title imdb_rating release_year runtime
## 193 The Lone Ranger 7.7 1949 30
## 604 Dick Tracy 7.6 1950 30
## 122 Adventures of Superman 7.7 1952 30
## 552 Commando Cody: Sky Marshal of the Universe 6.0 1953 30
## 518 Captain Midnight 8.0 1954 30
## 483 Sheena: Queen of the Jungle 6.9 1955 28
## 189 Zorro 8.2 1957 30
## 503 The Invisible Man 7.3 1958 30
## 458 Quick Draw McGraw 6.8 1959 30
## 365 Popeye the Sailor 7.1 1960 30
## 90 The Avengers 8.3 1961 60
## 95 The Saint 7.5 1962 50
## 567 Astro Boy 7.4 1963 30
## 251 Jonny Quest 7.8 1964 30
## 106 Get Smart 8.2 1965 25
## 514 The Lone Ranger 7.7 1966 30
## 530 Ultraseven 8.2 1967 30
## 316 The Champions 7.6 1968 60
## 124 Scooby Doo, Where Are You! 7.9 1969 22
## 203 The Electric Company 8.1 1971 28
## 521 Gatchaman 7.8 1972 25
## 449 El Chapulín Colorado 8.5 1973 25
## 102 The Six Million Dollar Man 7.1 1974 60
## 84 Wonder Woman 7.1 1975 60
## 435 Monster Squad 7.7 1976 30
## 513 The All-New Super Friends Hour 7.2 1977 60
## 336 Battle of the Planets 7.6 1978 30
## 496 Flash Gordon 7.0 1979 30
## 631 Chespirito 8.1 1980 60
## 325 Danger Mouse 7.4 1981 25
## 50 Knight Rider 6.9 1982 46
## 536 Perman 8.1 1983 15
## 210 Robin Hood 8.4 1984 60
## 366 Robotech 8.5 1985 30
## 485 Journey to the West 8.7 1986 45
## 546 Kamen Rider Black 8.2 1987 25
## 472 Ronin Warriors 7.4 1988 23
## 55 Dragon Ball Z 8.7 1989 24
## 590 Samurai Pizza Cats 7.4 1990 30
## 618 Choujin Sentai Jetman 8.3 1991 25
## 45 Batman: The Animated Series 9.0 1992 23
## 373 Swat Kats: The Radical Squadron 8.4 1993 22
## 81 Spider-Man: The Animated Series 8.4 1994 23
## 165 Dragon Ball 8.5 1995 24
## 199 Rurouni Kenshin 8.4 1996 24
## 143 The New Batman Adventures 8.5 1997 30
## 47 Cowboy Bebop 8.9 1998 24
## 115 Batman Beyond 8.1 1999 23
## 264 Harvey Birdman, Attorney at Law 8.0 2000 15
## 93 Samurai Jack 8.5 2001 25
## 196 Ghost in the Shell: Stand Alone Complex 8.5 2002 24
## 112 Fullmetal Alchemist 8.5 2003 24
## 116 Justice League Unlimited 8.7 2004 23
## 21 Avatar: The Last Airbender 9.3 2005 23
## 338 Frisky Dingo 8.1 2006 11
## 27 Naruto: Shippûden 8.6 2007 24
## 7 Star Wars: The Clone Wars 8.3 2008 23
## 32 Fullmetal Alchemist: Brotherhood 9.1 2009 24
## 38 Young Justice 8.7 2010 23
## 509 Kaizoku Sentai Gokaiger 8.5 2011 25
## 30 JoJo's Bizarre Adventure 8.5 2012 30
## 71 Steven Universe 8.1 2013 11
## 20 Star Wars: Rebels 8.0 2014 22
## 35 One Punch Man 8.7 2015 24
## 86 Mob Psycho 100 8.6 2016 24
## 8 The Punisher 8.5 2017 53
## 98 She-Ra and the Princesses of Power 7.8 2018 30
## 4 The Boys 8.7 2019 60
## 511 Mashin Sentai Kiramager 8.0 2020 25
## 16 Invincible 8.7 2021 50
## 2 The Legend of Vox Machina 8.6 2022 30
## genre parental_guideline
## 193 Western TV-G
## 604 Drama
## 122 Action, Adventure, Crime TV-G
## 552 Action, Adventure, Sci-Fi
## 518 Sci-Fi TV-G
## 483 Adventure
## 189 Adventure, Western TV-G
## 503 Drama, Sci-Fi, Thriller
## 458 Animation, Comedy, Family TV-G
## 365 Animation, Adventure, Comedy TV-G
## 90 Action, Comedy, Crime TV-14
## 95 Action, Crime, Drama TV-PG
## 567 Animation, Action, Adventure TV-Y7
## 251 Animation, Action, Adventure TV-Y7
## 106 Action, Adventure, Comedy TV-G
## 514 Animation, Family, Western
## 530 Action, Adventure, Drama TV-PG
## 316 Adventure, Sci-Fi, Thriller
## 124 Animation, Adventure, Comedy TV-G
## 203 Family, Comedy TV-G
## 521 Animation, Action, Adventure TV-PG
## 449 Comedy, Family, Fantasy TV-PG
## 102 Action, Crime, Drama TV-PG
## 84 Action, Adventure, Fantasy TV-G
## 435 Adventure, Family, Horror
## 513 Animation, Action, Adventure
## 336 Animation, Action, Adventure TV-Y7
## 496 Animation, Action, Adventure TV-Y7
## 631 Comedy, Crime, Family TV-PG
## 325 Animation, Comedy, Family TV-Y
## 50 Action, Crime, Drama TV-PG
## 536 Animation, Action, Adventure TV-Y7
## 210 Action, Drama, Fantasy TV-PG
## 366 Animation, Action, Adventure TV-Y7
## 485 Action, Adventure
## 546 Action, Adventure, Drama TV-PG
## 472 Animation, Action, Adventure PG-13
## 55 Animation, Action, Adventure TV-PG
## 590 Animation, Action, Comedy TV-Y7
## 618 Action, Adventure, Comedy TV-14
## 45 Animation, Action, Adventure TV-PG
## 373 Animation, Action, Family TV-PG
## 81 Animation, Action, Adventure TV-Y
## 165 Animation, Action, Adventure TV-14
## 199 Animation, Action, Adventure TV-14
## 143 Animation, Action, Adventure TV-PG
## 47 Animation, Action, Adventure TV-14
## 115 Animation, Action, Adventure TV-Y7
## 264 Animation, Comedy, Sci-Fi TV-14
## 93 Animation, Action, Adventure TV-14
## 196 Animation, Action, Crime TV-MA
## 112 Animation, Action, Adventure TV-PG
## 116 Animation, Action, Adventure TV-Y7-FV
## 21 Animation, Action, Adventure TV-Y7-FV
## 338 Animation, Comedy, Sci-Fi TV-MA
## 27 Animation, Action, Adventure TV-PG
## 7 Animation, Action, Adventure TV-PG
## 32 Animation, Action, Adventure TV-14
## 38 Animation, Action, Adventure TV-PG
## 509 Action, Adventure, Comedy TV-PG
## 30 Animation, Action, Adventure TV-14
## 71 Animation, Action, Adventure TV-PG
## 20 Animation, Action, Adventure TV-Y7-FV
## 35 Animation, Action, Comedy TV-PG
## 86 Animation, Action, Comedy TV-14
## 8 Action, Crime, Drama TV-MA
## 98 Animation, Action, Adventure TV-Y7-FV
## 4 Action, Crime, Drama TV-MA
## 511 Action, Adventure, Comedy TV-PG
## 16 Animation, Action, Adventure TV-MA
## 2 Animation, Action, Adventure TV-MARanking_Category_DS <- Reduce(rbind,
by(tvworkingdatatype,
tvworkingdatatype["parental_guideline"],
head,
n = 1))
Ranking_Category_DS## show_title imdb_rating release_year runtime
## 485 Journey to the West 8.7 1986 45
## 125 Shaktimaan 8.2 1997 60
## 472 Ronin Warriors 7.4 1988 23
## 287 Constantine: City of Demons 7.6 2018 6
## 32 Fullmetal Alchemist: Brotherhood 9.1 2009 24
## 106 Get Smart 8.2 1965 25
## 4 The Boys 8.7 2019 60
## 45 Batman: The Animated Series 9.0 1992 23
## 81 Spider-Man: The Animated Series 8.4 1994 23
## 366 Robotech 8.5 1985 30
## 21 Avatar: The Last Airbender 9.3 2005 23
## genre parental_guideline
## 485 Action, Adventure
## 125 Action, Adventure, Family Not Rated
## 472 Animation, Action, Adventure PG-13
## 287 Animation, Short, Action R
## 32 Animation, Action, Adventure TV-14
## 106 Action, Adventure, Comedy TV-G
## 4 Action, Crime, Drama TV-MA
## 45 Animation, Action, Adventure TV-PG
## 81 Animation, Action, Adventure TV-Y
## 366 Animation, Action, Adventure TV-Y7
## 21 Animation, Action, Adventure TV-Y7-FV