| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "Votes (Thousands) | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "757.074 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "average | \n", + "Adventure | \n", + "Mystery | \n", + "Sci-Fi | \n", + "485.820 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "high | \n", + "Horror | \n", + "Thriller | \n", + "None | \n", + "157.606 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "high | \n", + "Animation | \n", + "Comedy | \n", + "Family | \n", + "60.545 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Fantasy | \n", + "393.727 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "high | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "average | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "high | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "high | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "high | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 | \n", + "51 | \n", + "Star Wars: Episode VII - The Force Awakens | \n", + "Action,Adventure,Fantasy | \n", + "Three decades after the defeat of the Galactic... | \n", + "J.J. Abrams | \n", + "Daisy Ridley, John Boyega, Oscar Isaac, Domhna... | \n", + "2015 | \n", + "136 | \n", + "8.1 | \n", + "661608 | \n", + "936.63 | \n", + "81.0 | \n", + "J.J. | \n", + "Abrams | \n", + "male | \n", + "top | \n", + "
| 68 | \n", + "88 | \n", + "Avatar | \n", + "Action,Adventure,Fantasy | \n", + "A paraplegic marine dispatched to the moon Pan... | \n", + "James Cameron | \n", + "Sam Worthington, Zoe Saldana, Sigourney Weaver... | \n", + "2009 | \n", + "162 | \n", + "7.8 | \n", + "935408 | \n", + "760.51 | \n", + "83.0 | \n", + "James | \n", + "Cameron | \n", + "male | \n", + "top | \n", + "
| 67 | \n", + "86 | \n", + "Jurassic World | \n", + "Action,Adventure,Sci-Fi | \n", + "A new theme park, built on the original site o... | \n", + "Colin Trevorrow | \n", + "Chris Pratt, Bryce Dallas Howard, Ty Simpkins,... | \n", + "2015 | \n", + "124 | \n", + "7.0 | \n", + "455169 | \n", + "652.18 | \n", + "59.0 | \n", + "Colin | \n", + "Trevorrow | \n", + "male | \n", + "top | \n", + "
| 58 | \n", + "77 | \n", + "The Avengers | \n", + "Action,Sci-Fi | \n", + "Earth's mightiest heroes must come together an... | \n", + "Joss Whedon | \n", + "Robert Downey Jr., Chris Evans, Scarlett Johan... | \n", + "2012 | \n", + "143 | \n", + "8.1 | \n", + "1045588 | \n", + "623.28 | \n", + "69.0 | \n", + "Joss | \n", + "Whedon | \n", + "male | \n", + "top | \n", + "
| 40 | \n", + "55 | \n", + "The Dark Knight | \n", + "Action,Crime,Drama | \n", + "When the menace known as the Joker wreaks havo... | \n", + "Christopher Nolan | \n", + "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", + "2008 | \n", + "152 | \n", + "9.0 | \n", + "1791916 | \n", + "533.32 | \n", + "82.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "top | \n", + "
| 10 | \n", + "13 | \n", + "Rogue One | \n", + "Action,Adventure,Sci-Fi | \n", + "The Rebel Alliance makes a risky move to steal... | \n", + "Gareth Edwards | \n", + "Felicity Jones, Diego Luna, Alan Tudyk, Donnie... | \n", + "2016 | \n", + "133 | \n", + "7.9 | \n", + "323118 | \n", + "532.17 | \n", + "65.0 | \n", + "Gareth | \n", + "Edwards | \n", + "male | \n", + "top | \n", + "
| 93 | \n", + "120 | \n", + "Finding Dory | \n", + "Animation,Adventure,Comedy | \n", + "The friendly but forgetful blue tang fish, Dor... | \n", + "Andrew Stanton | \n", + "Ellen DeGeneres, Albert Brooks,Ed O'Neill, Kai... | \n", + "2016 | \n", + "97 | \n", + "7.4 | \n", + "157026 | \n", + "486.29 | \n", + "77.0 | \n", + "Andrew | \n", + "Stanton | \n", + "male | \n", + "top | \n", + "
| 75 | \n", + "95 | \n", + "Avengers: Age of Ultron | \n", + "Action,Adventure,Sci-Fi | \n", + "When Tony Stark and Bruce Banner try to jump-s... | \n", + "Joss Whedon | \n", + "Robert Downey Jr., Chris Evans, Mark Ruffalo, ... | \n", + "2015 | \n", + "141 | \n", + "7.4 | \n", + "516895 | \n", + "458.99 | \n", + "66.0 | \n", + "Joss | \n", + "Whedon | \n", + "male | \n", + "top | \n", + "
| 97 | \n", + "125 | \n", + "The Dark Knight Rises | \n", + "Action,Thriller | \n", + "Eight years after the Joker's reign of anarchy... | \n", + "Christopher Nolan | \n", + "Christian Bale, Tom Hardy, Anne Hathaway,Gary ... | \n", + "2012 | \n", + "164 | \n", + "8.5 | \n", + "1222645 | \n", + "448.13 | \n", + "78.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "top | \n", + "
| 457 | \n", + "579 | \n", + "The Hunger Games: Catching Fire | \n", + "Action,Adventure,Mystery | \n", + "Katniss Everdeen and Peeta Mellark become targ... | \n", + "Francis Lawrence | \n", + "Jennifer Lawrence, Josh Hutcherson, Liam Hemsw... | \n", + "2013 | \n", + "146 | \n", + "7.6 | \n", + "525646 | \n", + "424.65 | \n", + "76.0 | \n", + "Francis | \n", + "Lawrence | \n", + "male | \n", + "top | \n", + "
| \n", + " | Title | \n", + "Genre | \n", + "Director_genre | \n", + "Actors | \n", + "Rating | \n", + "
|---|---|---|---|---|---|
| 37 | \n", + "Star Wars: Episode VII - The Force Awakens | \n", + "Action,Adventure,Fantasy | \n", + "male | \n", + "Daisy Ridley, John Boyega, Oscar Isaac, Domhna... | \n", + "8.1 | \n", + "
| 68 | \n", + "Avatar | \n", + "Action,Adventure,Fantasy | \n", + "male | \n", + "Sam Worthington, Zoe Saldana, Sigourney Weaver... | \n", + "7.8 | \n", + "
| 67 | \n", + "Jurassic World | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Chris Pratt, Bryce Dallas Howard, Ty Simpkins,... | \n", + "7.0 | \n", + "
| 58 | \n", + "The Avengers | \n", + "Action,Sci-Fi | \n", + "male | \n", + "Robert Downey Jr., Chris Evans, Scarlett Johan... | \n", + "8.1 | \n", + "
| 40 | \n", + "The Dark Knight | \n", + "Action,Crime,Drama | \n", + "male | \n", + "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", + "9.0 | \n", + "
| 10 | \n", + "Rogue One | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Felicity Jones, Diego Luna, Alan Tudyk, Donnie... | \n", + "7.9 | \n", + "
| 93 | \n", + "Finding Dory | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Ellen DeGeneres, Albert Brooks,Ed O'Neill, Kai... | \n", + "7.4 | \n", + "
| 75 | \n", + "Avengers: Age of Ultron | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Robert Downey Jr., Chris Evans, Mark Ruffalo, ... | \n", + "7.4 | \n", + "
| 97 | \n", + "The Dark Knight Rises | \n", + "Action,Thriller | \n", + "male | \n", + "Christian Bale, Tom Hardy, Anne Hathaway,Gary ... | \n", + "8.5 | \n", + "
| 457 | \n", + "The Hunger Games: Catching Fire | \n", + "Action,Adventure,Mystery | \n", + "male | \n", + "Jennifer Lawrence, Josh Hutcherson, Liam Hemsw... | \n", + "7.6 | \n", + "
| 60 | \n", + "Pirates of the Caribbean: Dead Man's Chest | \n", + "Action,Adventure,Fantasy | \n", + "male | \n", + "Johnny Depp, Orlando Bloom, Keira Knightley, J... | \n", + "7.3 | \n", + "
| 539 | \n", + "Toy Story 3 | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty | \n", + "8.3 | \n", + "
| 220 | \n", + "Iron Man Three | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Robert Downey Jr., Guy Pearce, Gwyneth Paltrow... | \n", + "7.2 | \n", + "
| 28 | \n", + "Captain America: Civil War | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Chris Evans, Robert Downey Jr.,Scarlett Johans... | \n", + "7.9 | \n", + "
| 123 | \n", + "The Hunger Games | \n", + "Adventure,Sci-Fi,Thriller | \n", + "male | \n", + "Jennifer Lawrence, Josh Hutcherson, Liam Hemsw... | \n", + "7.2 | \n", + "
| 553 | \n", + "Transformers: Revenge of the Fallen | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Shia LaBeouf, Megan Fox, Josh Duhamel, Tyrese ... | \n", + "6.0 | \n", + "
| 141 | \n", + "Frozen | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Kristen Bell, Idina Menzel, Jonathan Groff, Jo... | \n", + "7.5 | \n", + "
| 88 | \n", + "Harry Potter and the Deathly Hallows: Part 2 | \n", + "Adventure,Drama,Fantasy | \n", + "male | \n", + "Daniel Radcliffe, Emma Watson, Rupert Grint, M... | \n", + "8.1 | \n", + "
| 12 | \n", + "The Secret Life of Pets | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Louis C.K., Eric Stonestreet, Kevin Hart, Lake... | \n", + "6.6 | \n", + "
| 616 | \n", + "Despicable Me 2 | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Steve Carell, Kristen Wiig, Benjamin Bratt, Mi... | \n", + "7.4 | \n", + "
| 98 | \n", + "The Jungle Book | \n", + "Adventure,Drama,Family | \n", + "male | \n", + "Neel Sethi, Bill Murray, Ben Kingsley, Idris Elba | \n", + "7.5 | \n", + "
| 26 | \n", + "Deadpool | \n", + "Action,Adventure,Comedy | \n", + "male | \n", + "Ryan Reynolds, Morena Baccarin, T.J. Miller, E... | \n", + "8.0 | \n", + "
| 189 | \n", + "Inside Out | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Amy Poehler, Bill Hader, Lewis Black, Mindy Ka... | \n", + "8.2 | \n", + "
| 447 | \n", + "Transformers: Dark of the Moon | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Shia LaBeouf, Rosie Huntington-Whiteley, Tyres... | \n", + "6.3 | \n", + "
| 263 | \n", + "American Sniper | \n", + "Action,Biography,Drama | \n", + "male | \n", + "Bradley Cooper, Sienna Miller, Kyle Gallner, C... | \n", + "7.3 | \n", + "
| \n", + " | Rating | \n", + "Votes (Thousands) | \n", + "
|---|---|---|
| 0 | \n", + "9.0 | \n", + "1791.916 | \n", + "
| 1 | \n", + "8.8 | \n", + "48.969 | \n", + "
| 2 | \n", + "8.8 | \n", + "1583.625 | \n", + "
| 3 | \n", + "8.6 | \n", + "34.110 | \n", + "
| 4 | \n", + "8.6 | \n", + "557.965 | \n", + "
| \n", + " | Votes | \n", + "idx | \n", + "
|---|---|---|
| Rating | \n", + "\n", + " | \n", + " |
| 8.4 | \n", + "2054801 | \n", + "43 | \n", + "
| 8.5 | \n", + "3931287 | \n", + "44 | \n", + "
| 8.6 | \n", + "1639822 | \n", + "45 | \n", + "
| 8.8 | \n", + "1632594 | \n", + "46 | \n", + "
| 9.0 | \n", + "1791916 | \n", + "47 | \n", + "
| \n", + " | Rating | \n", + "
|---|---|
| Year | \n", + "\n", + " |
| 2006 | \n", + "7.130952 | \n", + "
| 2007 | \n", + "7.175000 | \n", + "
| 2008 | \n", + "6.778431 | \n", + "
| 2009 | \n", + "6.929787 | \n", + "
| 2010 | \n", + "6.894737 | \n", + "
| \n", + " | Votes (Thousands) | \n", + "
|---|---|
| Year | \n", + "\n", + " |
| 2006 | \n", + "275.016024 | \n", + "
| 2007 | \n", + "260.963542 | \n", + "
| 2008 | \n", + "279.656765 | \n", + "
| 2009 | \n", + "265.747277 | \n", + "
| 2010 | \n", + "261.082930 | \n", + "
| \n", + " | Votes (Thousands) | \n", + "Rating | \n", + "
|---|---|---|
| Year | \n", + "\n", + " | \n", + " |
| 2006 | \n", + "275.016024 | \n", + "7.130952 | \n", + "
| 2007 | \n", + "260.963542 | \n", + "7.175000 | \n", + "
| 2008 | \n", + "279.656765 | \n", + "6.778431 | \n", + "
| 2009 | \n", + "265.747277 | \n", + "6.929787 | \n", + "
| 2010 | \n", + "261.082930 | \n", + "6.894737 | \n", + "
| \n", + " | Votes | \n", + "Rating | \n", + "no. of movies | \n", + "
|---|---|---|---|
| Year | \n", + "\n", + " | \n", + " | \n", + " |
| 2006 | \n", + "275016.023810 | \n", + "7.130952 | \n", + "42 | \n", + "
| 2007 | \n", + "260963.541667 | \n", + "7.175000 | \n", + "48 | \n", + "
| 2008 | \n", + "279656.764706 | \n", + "6.778431 | \n", + "51 | \n", + "
| 2009 | \n", + "265747.276596 | \n", + "6.929787 | \n", + "47 | \n", + "
| 2010 | \n", + "261082.929825 | \n", + "6.894737 | \n", + "57 | \n", + "
| \n", + " | genre | \n", + "counts | \n", + "
|---|---|---|
| 11 | \n", + "Drama | \n", + "356 | \n", + "
| 17 | \n", + "Action | \n", + "267 | \n", + "
| 7 | \n", + "Adventure | \n", + "240 | \n", + "
| 6 | \n", + "Comedy | \n", + "220 | \n", + "
| 4 | \n", + "Thriller | \n", + "132 | \n", + "
| 3 | \n", + "Crime | \n", + "119 | \n", + "
| 2 | \n", + "Romance | \n", + "107 | \n", + "
| 13 | \n", + "Sci-Fi | \n", + "104 | \n", + "
| 19 | \n", + "Fantasy | \n", + "88 | \n", + "
| 14 | \n", + "Mystery | \n", + "85 | \n", + "
| 10 | \n", + "Horror | \n", + "76 | \n", + "
| 5 | \n", + "Biography | \n", + "58 | \n", + "
| 12 | \n", + "Animation | \n", + "44 | \n", + "
| 16 | \n", + "Family | \n", + "41 | \n", + "
| 8 | \n", + "History | \n", + "22 | \n", + "
| 9 | \n", + "Music | \n", + "14 | \n", + "
| 18 | \n", + "Sport | \n", + "13 | \n", + "
| 0 | \n", + "War | \n", + "8 | \n", + "
| 1 | \n", + "Western | \n", + "5 | \n", + "
| 15 | \n", + "Musical | \n", + "5 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "average | \n", + "Adventure | \n", + "Mystery | \n", + "Sci-Fi | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "high | \n", + "Horror | \n", + "Thriller | \n", + "None | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "high | \n", + "Animation | \n", + "Comedy | \n", + "Family | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Fantasy | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "average | \n", + "Adventure | \n", + "Mystery | \n", + "Sci-Fi | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "high | \n", + "Horror | \n", + "Thriller | \n", + "None | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "high | \n", + "Animation | \n", + "Comedy | \n", + "Family | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Fantasy | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | \n", + "55 | \n", + "The Dark Knight | \n", + "Action,Crime,Drama | \n", + "When the menace known as the Joker wreaks havo... | \n", + "Christopher Nolan | \n", + "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", + "2008 | \n", + "152 | \n", + "9.0 | \n", + "1791916 | \n", + "533.32 | \n", + "82.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "top | \n", + "Action | \n", + "Crime | \n", + "Drama | \n", + "
| 91 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "Nitesh | \n", + "Tiwari | \n", + "male | \n", + "low | \n", + "Action | \n", + "Biography | \n", + "Drama | \n", + "
| 62 | \n", + "81 | \n", + "Inception | \n", + "Action,Adventure,Sci-Fi | \n", + "A thief, who steals corporate secrets through ... | \n", + "Christopher Nolan | \n", + "Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen... | \n", + "2010 | \n", + "148 | \n", + "8.8 | \n", + "1583625 | \n", + "292.57 | \n", + "74.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "
| 195 | \n", + "250 | \n", + "The Intouchables | \n", + "Biography,Comedy,Drama | \n", + "After he becomes a quadriplegic from a paragli... | \n", + "Olivier Nakache | \n", + "François Cluzet, Omar Sy, Anne Le Ny, Audrey F... | \n", + "2011 | \n", + "112 | \n", + "8.6 | \n", + "557965 | \n", + "13.18 | \n", + "57.0 | \n", + "Olivier | \n", + "Nakache | \n", + "male | \n", + "low | \n", + "Biography | \n", + "Comedy | \n", + "Drama | \n", + "
| 77 | \n", + "97 | \n", + "Kimi no na wa | \n", + "Animation,Drama,Fantasy | \n", + "Two strangers find themselves linked in a biza... | \n", + "Makoto Shinkai | \n", + "Ryûnosuke Kamiki, Mone Kamishiraishi, Ryô Nari... | \n", + "2016 | \n", + "106 | \n", + "8.6 | \n", + "34110 | \n", + "4.68 | \n", + "79.0 | \n", + "Makoto | \n", + "Shinkai | \n", + "male | \n", + "low | \n", + "Animation | \n", + "Drama | \n", + "Fantasy | \n", + "
| \n", + " | Rating | \n", + "
|---|---|
| Genre_1 | \n", + "\n", + " |
| Action | \n", + "6.688716 | \n", + "
| Adventure | \n", + "7.014925 | \n", + "
| Animation | \n", + "7.329545 | \n", + "
| Biography | \n", + "7.500000 | \n", + "
| Comedy | \n", + "6.594615 | \n", + "
| \n", + " | Rating | \n", + "
|---|---|
| Genre_1 | \n", + "\n", + " |
| Action | \n", + "9.0 | \n", + "
| Adventure | \n", + "8.6 | \n", + "
| Animation | \n", + "8.6 | \n", + "
| Biography | \n", + "8.6 | \n", + "
| Comedy | \n", + "8.4 | \n", + "
| \n", + " | Rating | \n", + "
|---|---|
| Genre_1 | \n", + "\n", + " |
| Action | \n", + "2.7 | \n", + "
| Adventure | \n", + "4.9 | \n", + "
| Animation | \n", + "5.7 | \n", + "
| Biography | \n", + "6.4 | \n", + "
| Comedy | \n", + "1.9 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "
| 5 | \n", + "6 | \n", + "The Great Wall | \n", + "Action,Adventure,Fantasy | \n", + "European mercenaries searching for black powde... | \n", + "Yimou Zhang | \n", + "Matt Damon, Tian Jing, Willem Dafoe, Andy Lau | \n", + "2016 | \n", + "103 | \n", + "6.1 | \n", + "56036 | \n", + "45.13 | \n", + "42.0 | \n", + "
| 6 | \n", + "7 | \n", + "La La Land | \n", + "Comedy,Drama,Music | \n", + "A jazz pianist falls for an aspiring actress i... | \n", + "Damien Chazelle | \n", + "Ryan Gosling, Emma Stone, Rosemarie DeWitt, J.... | \n", + "2016 | \n", + "128 | \n", + "8.3 | \n", + "258682 | \n", + "151.06 | \n", + "93.0 | \n", + "
| 7 | \n", + "8 | \n", + "Mindhorn | \n", + "Comedy | \n", + "A has-been actor best known for playing the ti... | \n", + "Sean Foley | \n", + "Essie Davis, Andrea Riseborough, Julian Barrat... | \n", + "2016 | \n", + "89 | \n", + "6.4 | \n", + "2490 | \n", + "NaN | \n", + "71.0 | \n", + "
| 8 | \n", + "9 | \n", + "The Lost City of Z | \n", + "Action,Adventure,Biography | \n", + "A true-life drama, centering on British explor... | \n", + "James Gray | \n", + "Charlie Hunnam, Robert Pattinson, Sienna Mille... | \n", + "2016 | \n", + "141 | \n", + "7.1 | \n", + "7188 | \n", + "8.01 | \n", + "78.0 | \n", + "
| 9 | \n", + "10 | \n", + "Passengers | \n", + "Adventure,Drama,Romance | \n", + "A spacecraft traveling to a distant colony pla... | \n", + "Morten Tyldum | \n", + "Jennifer Lawrence, Chris Pratt, Michael Sheen,... | \n", + "2016 | \n", + "116 | \n", + "7.0 | \n", + "192177 | \n", + "100.01 | \n", + "41.0 | \n", + "
| 10 | \n", + "11 | \n", + "Fantastic Beasts and Where to Find Them | \n", + "Adventure,Family,Fantasy | \n", + "The adventures of writer Newt Scamander in New... | \n", + "David Yates | \n", + "Eddie Redmayne, Katherine Waterston, Alison Su... | \n", + "2016 | \n", + "133 | \n", + "7.5 | \n", + "232072 | \n", + "234.02 | \n", + "66.0 | \n", + "
| 11 | \n", + "12 | \n", + "Hidden Figures | \n", + "Biography,Drama,History | \n", + "The story of a team of female African-American... | \n", + "Theodore Melfi | \n", + "Taraji P. Henson, Octavia Spencer, Janelle Mon... | \n", + "2016 | \n", + "127 | \n", + "7.8 | \n", + "93103 | \n", + "169.27 | \n", + "74.0 | \n", + "
| 12 | \n", + "13 | \n", + "Rogue One | \n", + "Action,Adventure,Sci-Fi | \n", + "The Rebel Alliance makes a risky move to steal... | \n", + "Gareth Edwards | \n", + "Felicity Jones, Diego Luna, Alan Tudyk, Donnie... | \n", + "2016 | \n", + "133 | \n", + "7.9 | \n", + "323118 | \n", + "532.17 | \n", + "65.0 | \n", + "
| 13 | \n", + "14 | \n", + "Moana | \n", + "Animation,Adventure,Comedy | \n", + "In Ancient Polynesia, when a terrible curse in... | \n", + "Ron Clements | \n", + "Auli'i Cravalho, Dwayne Johnson, Rachel House,... | \n", + "2016 | \n", + "107 | \n", + "7.7 | \n", + "118151 | \n", + "248.75 | \n", + "81.0 | \n", + "
| 14 | \n", + "15 | \n", + "Colossal | \n", + "Action,Comedy,Drama | \n", + "Gloria is an out-of-work party girl forced to ... | \n", + "Nacho Vigalondo | \n", + "Anne Hathaway, Jason Sudeikis, Austin Stowell,... | \n", + "2016 | \n", + "109 | \n", + "6.4 | \n", + "8612 | \n", + "2.87 | \n", + "70.0 | \n", + "
| 15 | \n", + "16 | \n", + "The Secret Life of Pets | \n", + "Animation,Adventure,Comedy | \n", + "The quiet life of a terrier named Max is upend... | \n", + "Chris Renaud | \n", + "Louis C.K., Eric Stonestreet, Kevin Hart, Lake... | \n", + "2016 | \n", + "87 | \n", + "6.6 | \n", + "120259 | \n", + "368.31 | \n", + "61.0 | \n", + "
| 16 | \n", + "17 | \n", + "Hacksaw Ridge | \n", + "Biography,Drama,History | \n", + "WWII American Army Medic Desmond T. Doss, who ... | \n", + "Mel Gibson | \n", + "Andrew Garfield, Sam Worthington, Luke Bracey,... | \n", + "2016 | \n", + "139 | \n", + "8.2 | \n", + "211760 | \n", + "67.12 | \n", + "71.0 | \n", + "
| 17 | \n", + "18 | \n", + "Jason Bourne | \n", + "Action,Thriller | \n", + "The CIA's most dangerous former operative is d... | \n", + "Paul Greengrass | \n", + "Matt Damon, Tommy Lee Jones, Alicia Vikander,V... | \n", + "2016 | \n", + "123 | \n", + "6.7 | \n", + "150823 | \n", + "162.16 | \n", + "58.0 | \n", + "
| 18 | \n", + "19 | \n", + "Lion | \n", + "Biography,Drama | \n", + "A five-year-old Indian boy gets lost on the st... | \n", + "Garth Davis | \n", + "Dev Patel, Nicole Kidman, Rooney Mara, Sunny P... | \n", + "2016 | \n", + "118 | \n", + "8.1 | \n", + "102061 | \n", + "51.69 | \n", + "69.0 | \n", + "
| 19 | \n", + "20 | \n", + "Arrival | \n", + "Drama,Mystery,Sci-Fi | \n", + "When twelve mysterious spacecraft appear aroun... | \n", + "Denis Villeneuve | \n", + "Amy Adams, Jeremy Renner, Forest Whitaker,Mich... | \n", + "2016 | \n", + "116 | \n", + "8.0 | \n", + "340798 | \n", + "100.50 | \n", + "81.0 | \n", + "
| 20 | \n", + "21 | \n", + "Gold | \n", + "Adventure,Drama,Thriller | \n", + "Kenny Wells, a prospector desperate for a luck... | \n", + "Stephen Gaghan | \n", + "Matthew McConaughey, Edgar RamĂrez, Bryce Dall... | \n", + "2016 | \n", + "120 | \n", + "6.7 | \n", + "19053 | \n", + "7.22 | \n", + "49.0 | \n", + "
| 21 | \n", + "22 | \n", + "Manchester by the Sea | \n", + "Drama | \n", + "A depressed uncle is asked to take care of his... | \n", + "Kenneth Lonergan | \n", + "Casey Affleck, Michelle Williams, Kyle Chandle... | \n", + "2016 | \n", + "137 | \n", + "7.9 | \n", + "134213 | \n", + "47.70 | \n", + "96.0 | \n", + "
| 22 | \n", + "23 | \n", + "Hounds of Love | \n", + "Crime,Drama,Horror | \n", + "A cold-blooded predatory couple while cruising... | \n", + "Ben Young | \n", + "Emma Booth, Ashleigh Cummings, Stephen Curry,S... | \n", + "2016 | \n", + "108 | \n", + "6.7 | \n", + "1115 | \n", + "NaN | \n", + "72.0 | \n", + "
| 23 | \n", + "24 | \n", + "Trolls | \n", + "Animation,Adventure,Comedy | \n", + "After the Bergens invade Troll Village, Poppy,... | \n", + "Walt Dohrn | \n", + "Anna Kendrick, Justin Timberlake,Zooey Deschan... | \n", + "2016 | \n", + "92 | \n", + "6.5 | \n", + "38552 | \n", + "153.69 | \n", + "56.0 | \n", + "
| 24 | \n", + "25 | \n", + "Independence Day: Resurgence | \n", + "Action,Adventure,Sci-Fi | \n", + "Two decades after the first Independence Day i... | \n", + "Roland Emmerich | \n", + "Liam Hemsworth, Jeff Goldblum, Bill Pullman,Ma... | \n", + "2016 | \n", + "120 | \n", + "5.3 | \n", + "127553 | \n", + "103.14 | \n", + "32.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26 | \n", + "27 | \n", + "Bahubali: The Beginning | \n", + "Action,Adventure,Drama | \n", + "In ancient India, an adventurous and daring ma... | \n", + "S.S. Rajamouli | \n", + "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", + "2015 | \n", + "159 | \n", + "8.3 | \n", + "76193 | \n", + "6.50 | \n", + "NaN | \n", + "
| 27 | \n", + "28 | \n", + "Dead Awake | \n", + "Horror,Thriller | \n", + "A young woman must save herself and her friend... | \n", + "Phillip Guzman | \n", + "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", + "2016 | \n", + "99 | \n", + "4.7 | \n", + "523 | \n", + "0.01 | \n", + "NaN | \n", + "
| 117 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "
| 402 | \n", + "403 | \n", + "Bronson | \n", + "Action,Biography,Crime | \n", + "A young man who was sentenced to seven years i... | \n", + "Nicolas Winding Refn | \n", + "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", + "2008 | \n", + "92 | \n", + "7.1 | \n", + "93972 | \n", + "0.10 | \n", + "NaN | \n", + "
| 417 | \n", + "418 | \n", + "Atonement | \n", + "Drama,Mystery,Romance | \n", + "Fledgling writer Briony Tallis, as a thirteen-... | \n", + "Joe Wright | \n", + "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", + "2007 | \n", + "123 | \n", + "7.8 | \n", + "202890 | \n", + "50.92 | \n", + "NaN | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | \n", + "28 | \n", + "Dead Awake | \n", + "Horror,Thriller | \n", + "A young woman must save herself and her friend... | \n", + "Phillip Guzman | \n", + "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", + "2016 | \n", + "99 | \n", + "4.7 | \n", + "523 | \n", + "0.01 | \n", + "NaN | \n", + "
| 747 | \n", + "748 | \n", + "Rules Don't Apply | \n", + "Comedy,Drama,Romance | \n", + "The unconventional love story of an aspiring a... | \n", + "Warren Beatty | \n", + "Lily Collins, Haley Bennett, Taissa Farmiga, S... | \n", + "2016 | \n", + "127 | \n", + "5.7 | \n", + "3731 | \n", + "3.65 | \n", + "NaN | \n", + "
| 826 | \n", + "827 | \n", + "Shut In | \n", + "Drama,Horror,Thriller | \n", + "A heart-pounding thriller about a widowed chil... | \n", + "Farren Blackburn | \n", + "Naomi Watts, Charlie Heaton, Jacob Tremblay,Ol... | \n", + "2016 | \n", + "91 | \n", + "4.6 | \n", + "5715 | \n", + "6.88 | \n", + "NaN | \n", + "
| 692 | \n", + "693 | \n", + "Genius | \n", + "Biography,Drama | \n", + "A chronicle of Max Perkins's time as the book ... | \n", + "Michael Grandage | \n", + "Colin Firth, Jude Law, Nicole Kidman, Laura Li... | \n", + "2016 | \n", + "104 | \n", + "6.5 | \n", + "10708 | \n", + "1.36 | \n", + "NaN | \n", + "
| 696 | \n", + "697 | \n", + "10 Years | \n", + "Comedy,Drama,Romance | \n", + "The night before their high school reunion, a ... | \n", + "Jamie Linden | \n", + "Channing Tatum, Rosario Dawson, Chris Pratt, J... | \n", + "2011 | \n", + "100 | \n", + "6.1 | \n", + "19636 | \n", + "0.20 | \n", + "NaN | \n", + "
| 648 | \n", + "649 | \n", + "Sleeping Beauty | \n", + "Drama,Romance | \n", + "A haunting portrait of Lucy, a young universit... | \n", + "Julia Leigh | \n", + "Emily Browning, Rachael Blake, Ewen Leslie, Br... | \n", + "2011 | \n", + "101 | \n", + "5.3 | \n", + "27006 | \n", + "0.03 | \n", + "NaN | \n", + "
| 779 | \n", + "780 | \n", + "The Man Who Knew Infinity | \n", + "Biography,Drama | \n", + "The story of the life and academic career of t... | \n", + "Matt Brown | \n", + "Dev Patel, Jeremy Irons, Malcolm Sinclair, Rag... | \n", + "2015 | \n", + "108 | \n", + "7.2 | \n", + "29912 | \n", + "3.86 | \n", + "NaN | \n", + "
| 992 | \n", + "993 | \n", + "Take Me Home Tonight | \n", + "Comedy,Drama,Romance | \n", + "Four years after graduation, an awkward high s... | \n", + "Michael Dowse | \n", + "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", + "2011 | \n", + "97 | \n", + "6.3 | \n", + "45419 | \n", + "6.92 | \n", + "NaN | \n", + "
| 117 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "
| 429 | \n", + "430 | \n", + "The Purge: Election Year | \n", + "Action,Horror,Sci-Fi | \n", + "Former Police Sergeant Barnes becomes head of ... | \n", + "James DeMonaco | \n", + "Frank Grillo, Elizabeth Mitchell, Mykelti Will... | \n", + "2016 | \n", + "109 | \n", + "6.0 | \n", + "54216 | \n", + "79.00 | \n", + "NaN | \n", + "
| 484 | \n", + "485 | \n", + "Angry Birds | \n", + "Animation,Action,Adventure | \n", + "Find out why the birds are so angry. When an i... | \n", + "Clay Kaytis | \n", + "Jason Sudeikis, Josh Gad, Danny McBride, Maya ... | \n", + "2016 | \n", + "97 | \n", + "6.3 | \n", + "55781 | \n", + "107.51 | \n", + "NaN | \n", + "
| 896 | \n", + "897 | \n", + "Concussion | \n", + "Biography,Drama,Sport | \n", + "In Pittsburgh, accomplished pathologist Dr. Be... | \n", + "Peter Landesman | \n", + "Will Smith, Alec Baldwin, Albert Brooks, David... | \n", + "2015 | \n", + "123 | \n", + "7.1 | \n", + "61274 | \n", + "34.53 | \n", + "NaN | \n", + "
| 989 | \n", + "990 | \n", + "Selma | \n", + "Biography,Drama,History | \n", + "A chronicle of Martin Luther King's campaign t... | \n", + "Ava DuVernay | \n", + "David Oyelowo, Carmen Ejogo, Tim Roth, Lorrain... | \n", + "2014 | \n", + "128 | \n", + "7.5 | \n", + "67637 | \n", + "52.07 | \n", + "NaN | \n", + "
| 700 | \n", + "701 | \n", + "Funny Games | \n", + "Crime,Drama,Horror | \n", + "Two psychopathic young men take a family hosta... | \n", + "Michael Haneke | \n", + "Naomi Watts, Tim Roth, Michael Pitt, Brady Corbet | \n", + "2007 | \n", + "111 | \n", + "6.5 | \n", + "73835 | \n", + "1.29 | \n", + "NaN | \n", + "
| 26 | \n", + "27 | \n", + "Bahubali: The Beginning | \n", + "Action,Adventure,Drama | \n", + "In ancient India, an adventurous and daring ma... | \n", + "S.S. Rajamouli | \n", + "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", + "2015 | \n", + "159 | \n", + "8.3 | \n", + "76193 | \n", + "6.50 | \n", + "NaN | \n", + "
| 435 | \n", + "436 | \n", + "Filth | \n", + "Comedy,Crime,Drama | \n", + "A corrupt, junkie cop with bipolar disorder at... | \n", + "Jon S. Baird | \n", + "James McAvoy, Jamie Bell, Eddie Marsan, Imogen... | \n", + "2013 | \n", + "97 | \n", + "7.1 | \n", + "81301 | \n", + "0.03 | \n", + "NaN | \n", + "
| 758 | \n", + "759 | \n", + "Conan the Barbarian | \n", + "Action,Adventure,Fantasy | \n", + "A vengeful barbarian warrior sets off to get h... | \n", + "Marcus Nispel | \n", + "Jason Momoa, Ron Perlman, Rose McGowan,Stephen... | \n", + "2011 | \n", + "113 | \n", + "5.2 | \n", + "84893 | \n", + "21.27 | \n", + "NaN | \n", + "
| 967 | \n", + "968 | \n", + "The Walk | \n", + "Adventure,Biography,Crime | \n", + "In 1974, high-wire artist Philippe Petit recru... | \n", + "Robert Zemeckis | \n", + "Joseph Gordon-Levitt, Charlotte Le Bon,Guillau... | \n", + "2015 | \n", + "123 | \n", + "7.3 | \n", + "92378 | \n", + "10.14 | \n", + "NaN | \n", + "
| 946 | \n", + "947 | \n", + "The Butler | \n", + "Biography,Drama | \n", + "As Cecil Gaines serves eight presidents during... | \n", + "Lee Daniels | \n", + "Forest Whitaker, Oprah Winfrey, John Cusack, J... | \n", + "2013 | \n", + "132 | \n", + "7.2 | \n", + "93322 | \n", + "116.63 | \n", + "NaN | \n", + "
| 402 | \n", + "403 | \n", + "Bronson | \n", + "Action,Biography,Crime | \n", + "A young man who was sentenced to seven years i... | \n", + "Nicolas Winding Refn | \n", + "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", + "2008 | \n", + "92 | \n", + "7.1 | \n", + "93972 | \n", + "0.10 | \n", + "NaN | \n", + "
| 891 | \n", + "892 | \n", + "This Is 40 | \n", + "Comedy,Romance | \n", + "Pete and Debbie are both about to turn 40, the... | \n", + "Judd Apatow | \n", + "Paul Rudd, Leslie Mann, Maude Apatow, Iris Apatow | \n", + "2012 | \n", + "134 | \n", + "6.2 | \n", + "108156 | \n", + "67.52 | \n", + "NaN | \n", + "
| 929 | \n", + "930 | \n", + "The Master | \n", + "Drama | \n", + "A Naval veteran arrives home from war unsettle... | \n", + "Paul Thomas Anderson | \n", + "Philip Seymour Hoffman, Joaquin Phoenix,Amy Ad... | \n", + "2012 | \n", + "144 | \n", + "7.1 | \n", + "112902 | \n", + "16.38 | \n", + "NaN | \n", + "
| 828 | \n", + "829 | \n", + "Grindhouse | \n", + "Action,Horror,Thriller | \n", + "Quentin Tarantino and Robert Rodriguez's homag... | \n", + "Robert Rodriguez | \n", + "Kurt Russell, Rose McGowan, Danny Trejo, Zoë Bell | \n", + "2007 | \n", + "191 | \n", + "7.6 | \n", + "160350 | \n", + "25.03 | \n", + "NaN | \n", + "
| 543 | \n", + "544 | \n", + "P.S. I Love You | \n", + "Drama,Romance | \n", + "A young widow discovers that her late husband ... | \n", + "Richard LaGravenese | \n", + "Hilary Swank, Gerard Butler, Harry Connick Jr.... | \n", + "2007 | \n", + "126 | \n", + "7.1 | \n", + "177247 | \n", + "53.68 | \n", + "NaN | \n", + "
| 445 | \n", + "446 | \n", + "Silent Hill | \n", + "Adventure,Horror,Mystery | \n", + "A woman, Rose, goes in search for her adopted ... | \n", + "Christophe Gans | \n", + "Radha Mitchell, Laurie Holden, Sean Bean,Debor... | \n", + "2006 | \n", + "125 | \n", + "6.6 | \n", + "184152 | \n", + "46.98 | \n", + "NaN | \n", + "
| 755 | \n", + "756 | \n", + "The Road | \n", + "Adventure,Drama | \n", + "In a dangerous post-apocalyptic world, an aili... | \n", + "John Hillcoat | \n", + "Viggo Mortensen, Charlize Theron, Kodi Smit-Mc... | \n", + "2009 | \n", + "111 | \n", + "7.3 | \n", + "187302 | \n", + "0.06 | \n", + "NaN | \n", + "
| 969 | \n", + "970 | \n", + "The Lone Ranger | \n", + "Action,Adventure,Western | \n", + "Native American warrior Tonto recounts the unt... | \n", + "Gore Verbinski | \n", + "Johnny Depp, Armie Hammer, William Fichtner,To... | \n", + "2013 | \n", + "150 | \n", + "6.5 | \n", + "190855 | \n", + "89.29 | \n", + "NaN | \n", + "
| 971 | \n", + "972 | \n", + "Disturbia | \n", + "Drama,Mystery,Thriller | \n", + "A teen living under house arrest becomes convi... | \n", + "D.J. Caruso | \n", + "Shia LaBeouf, David Morse, Carrie-Anne Moss, S... | \n", + "2007 | \n", + "105 | \n", + "6.9 | \n", + "193491 | \n", + "80.05 | \n", + "NaN | \n", + "
| 766 | \n", + "767 | \n", + "Ender's Game | \n", + "Action,Sci-Fi | \n", + "Young Ender Wiggin is recruited by the Interna... | \n", + "Gavin Hood | \n", + "Harrison Ford, Asa Butterfield, Hailee Steinfe... | \n", + "2013 | \n", + "114 | \n", + "6.7 | \n", + "194236 | \n", + "61.66 | \n", + "NaN | \n", + "
| 417 | \n", + "418 | \n", + "Atonement | \n", + "Drama,Mystery,Romance | \n", + "Fledgling writer Briony Tallis, as a thirteen-... | \n", + "Joe Wright | \n", + "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", + "2007 | \n", + "123 | \n", + "7.8 | \n", + "202890 | \n", + "50.92 | \n", + "NaN | \n", + "
| 706 | \n", + "707 | \n", + "The Adjustment Bureau | \n", + "Romance,Sci-Fi,Thriller | \n", + "The affair between a politician and a contempo... | \n", + "George Nolfi | \n", + "Matt Damon, Emily Blunt, Lisa Thoreson, Floren... | \n", + "2011 | \n", + "106 | \n", + "7.1 | \n", + "208632 | \n", + "62.45 | \n", + "NaN | \n", + "
| 939 | \n", + "940 | \n", + "Up in the Air | \n", + "Drama,Romance | \n", + "Ryan Bingham enjoys living out of a suitcase f... | \n", + "Jason Reitman | \n", + "George Clooney, Vera Farmiga, Anna Kendrick,Ja... | \n", + "2009 | \n", + "109 | \n", + "7.4 | \n", + "279694 | \n", + "83.81 | \n", + "NaN | \n", + "
| 645 | \n", + "646 | \n", + "Gran Torino | \n", + "Drama | \n", + "Disgruntled Korean War veteran Walt Kowalski s... | \n", + "Clint Eastwood | \n", + "Clint Eastwood, Bee Vang, Christopher Carley,A... | \n", + "2008 | \n", + "116 | \n", + "8.2 | \n", + "595779 | \n", + "148.09 | \n", + "NaN | \n", + "
| 634 | \n", + "635 | \n", + "WALL·E | \n", + "Animation,Adventure,Family | \n", + "In the distant future, a small waste-collectin... | \n", + "Andrew Stanton | \n", + "Ben Burtt, Elissa Knight, Jeff Garlin, Fred Wi... | \n", + "2008 | \n", + "98 | \n", + "8.4 | \n", + "776897 | \n", + "223.81 | \n", + "NaN | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|
| count | \n", + "872.000000 | \n", + "872.000000 | \n", + "872.000000 | \n", + "872.000000 | \n", + "8.720000e+02 | \n", + "872.000000 | \n", + "838.000000 | \n", + "
| mean | \n", + "492.735092 | \n", + "2012.478211 | \n", + "114.783257 | \n", + "6.814335 | \n", + "1.909701e+05 | \n", + "82.956376 | \n", + "59.575179 | \n", + "
| std | \n", + "288.134843 | \n", + "3.183552 | \n", + "18.633144 | \n", + "0.881674 | \n", + "1.921325e+05 | \n", + "103.253540 | \n", + "16.952416 | \n", + "
| min | \n", + "1.000000 | \n", + "2006.000000 | \n", + "66.000000 | \n", + "1.900000 | \n", + "1.780000e+02 | \n", + "0.000000 | \n", + "11.000000 | \n", + "
| 25% | \n", + "243.750000 | \n", + "2010.000000 | \n", + "101.000000 | \n", + "6.300000 | \n", + "6.062750e+04 | \n", + "13.270000 | \n", + "47.000000 | \n", + "
| 50% | \n", + "488.500000 | \n", + "2013.000000 | \n", + "112.000000 | \n", + "6.900000 | \n", + "1.346540e+05 | \n", + "47.985000 | \n", + "60.000000 | \n", + "
| 75% | \n", + "739.250000 | \n", + "2015.000000 | \n", + "125.000000 | \n", + "7.500000 | \n", + "2.678330e+05 | \n", + "113.715000 | \n", + "72.000000 | \n", + "
| max | \n", + "1000.000000 | \n", + "2016.000000 | \n", + "191.000000 | \n", + "9.000000 | \n", + "1.791916e+06 | \n", + "936.630000 | \n", + "100.000000 | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|
| count | \n", + "756.000000 | \n", + "756.000000 | \n", + "756.000000 | \n", + "756.000000 | \n", + "7.560000e+02 | \n", + "756.000000 | \n", + "729.00000 | \n", + "
| mean | \n", + "483.989418 | \n", + "2012.023810 | \n", + "115.861111 | \n", + "6.893386 | \n", + "2.183116e+05 | \n", + "94.058519 | \n", + "59.76406 | \n", + "
| std | \n", + "285.624604 | \n", + "3.141597 | \n", + "18.587200 | \n", + "0.853778 | \n", + "1.922164e+05 | \n", + "106.309789 | \n", + "16.76680 | \n", + "
| min | \n", + "1.000000 | \n", + "2006.000000 | \n", + "81.000000 | \n", + "1.900000 | \n", + "3.003500e+04 | \n", + "0.010000 | \n", + "15.00000 | \n", + "
| 25% | \n", + "241.750000 | \n", + "2010.000000 | \n", + "102.000000 | \n", + "6.300000 | \n", + "8.797600e+04 | \n", + "25.022500 | \n", + "48.00000 | \n", + "
| 50% | \n", + "468.500000 | \n", + "2013.000000 | \n", + "113.000000 | \n", + "7.000000 | \n", + "1.592970e+05 | \n", + "58.315000 | \n", + "60.00000 | \n", + "
| 75% | \n", + "726.250000 | \n", + "2015.000000 | \n", + "126.000000 | \n", + "7.500000 | \n", + "2.951010e+05 | \n", + "127.407500 | \n", + "72.00000 | \n", + "
| max | \n", + "998.000000 | \n", + "2016.000000 | \n", + "191.000000 | \n", + "9.000000 | \n", + "1.791916e+06 | \n", + "936.630000 | \n", + "100.00000 | \n", + "
| \n", + " | Aamir | \n", + "ga_first_name | \n", + "ga_gender | \n", + "ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|---|---|---|
| 0 | \n", + "Abdellatif | \n", + "Abdellatif | \n", + "male | \n", + "98.0 | \n", + "2811.0 | \n", + "
| 1 | \n", + "Adam | \n", + "Adam | \n", + "male | \n", + "99.0 | \n", + "101742.0 | \n", + "
| 2 | \n", + "Akiva | \n", + "Akiva | \n", + "male | \n", + "96.0 | \n", + "82.0 | \n", + "
| 3 | \n", + "Alan | \n", + "Alan | \n", + "male | \n", + "99.0 | \n", + "44635.0 | \n", + "
| 4 | \n", + "Albert | \n", + "Albert | \n", + "male | \n", + "98.0 | \n", + "31368.0 | \n", + "
| \n", + " | ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|
| count | \n", + "269.000000 | \n", + "269.000000 | \n", + "
| mean | \n", + "94.907063 | \n", + "34596.427509 | \n", + "
| std | \n", + "8.705522 | \n", + "48960.740264 | \n", + "
| min | \n", + "53.000000 | \n", + "3.000000 | \n", + "
| 25% | \n", + "96.000000 | \n", + "2786.000000 | \n", + "
| 50% | \n", + "99.000000 | \n", + "16621.000000 | \n", + "
| 75% | \n", + "99.000000 | \n", + "48262.000000 | \n", + "
| max | \n", + "100.000000 | \n", + "381770.000000 | \n", + "
| \n", + " | Aamir | \n", + "ga_first_name | \n", + "ga_gender | \n", + "ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|---|---|---|
| 15 | \n", + "Ang | \n", + "Ang | \n", + "female | \n", + "53.0 | \n", + "1491.0 | \n", + "
| 120 | \n", + "Jemaine | \n", + "Jemaine | \n", + "male | \n", + "60.0 | \n", + "20.0 | \n", + "
| 77 | \n", + "Eli | \n", + "Eli | \n", + "female | \n", + "61.0 | \n", + "13642.0 | \n", + "
| 202 | \n", + "Peyton | \n", + "Peyton | \n", + "female | \n", + "62.0 | \n", + "893.0 | \n", + "
| 225 | \n", + "S. | \n", + "S. | \n", + "male | \n", + "64.0 | \n", + "1577.0 | \n", + "
| 43 | \n", + "Cary | \n", + "Cary | \n", + "male | \n", + "64.0 | \n", + "1377.0 | \n", + "
| 158 | \n", + "Lone | \n", + "Lone | \n", + "female | \n", + "66.0 | \n", + "1034.0 | \n", + "
| 268 | \n", + "Yimou | \n", + "Yimou | \n", + "male | \n", + "67.0 | \n", + "3.0 | \n", + "
| 156 | \n", + "Lenny | \n", + "Lenny | \n", + "male | \n", + "67.0 | \n", + "3316.0 | \n", + "
| 85 | \n", + "Fede | \n", + "Fede | \n", + "male | \n", + "68.0 | \n", + "6402.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 751 | \n", + "993 | \n", + "Take Me Home Tonight | \n", + "Comedy,Drama,Romance | \n", + "Four years after graduation, an awkward high s... | \n", + "Michael Dowse | \n", + "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", + "2011 | \n", + "97 | \n", + "6.3 | \n", + "45419 | \n", + "6.92 | \n", + "NaN | \n", + "Michael | \n", + "Dowse | \n", + "male | \n", + "
| 752 | \n", + "994 | \n", + "Resident Evil: Afterlife | \n", + "Action,Adventure,Horror | \n", + "While still out to destroy the evil Umbrella C... | \n", + "Paul W.S. Anderson | \n", + "Milla Jovovich, Ali Larter, Wentworth Miller,K... | \n", + "2010 | \n", + "97 | \n", + "5.9 | \n", + "140900 | \n", + "60.13 | \n", + "37.0 | \n", + "Paul | \n", + "W.S. Anderson | \n", + "male | \n", + "
| 753 | \n", + "995 | \n", + "Project X | \n", + "Comedy | \n", + "3 high school seniors throw a birthday party t... | \n", + "Nima Nourizadeh | \n", + "Thomas Mann, Oliver Cooper, Jonathan Daniel Br... | \n", + "2012 | \n", + "88 | \n", + "6.7 | \n", + "164088 | \n", + "54.72 | \n", + "48.0 | \n", + "Nima | \n", + "Nourizadeh | \n", + "male | \n", + "
| 754 | \n", + "997 | \n", + "Hostel: Part II | \n", + "Horror | \n", + "Three American college students studying abroa... | \n", + "Eli Roth | \n", + "Lauren German, Heather Matarazzo, Bijou Philli... | \n", + "2007 | \n", + "94 | \n", + "5.5 | \n", + "73152 | \n", + "17.54 | \n", + "46.0 | \n", + "Eli | \n", + "Roth | \n", + "female | \n", + "
| 755 | \n", + "998 | \n", + "Step Up 2: The Streets | \n", + "Drama,Music,Romance | \n", + "Romantic sparks occur between two dance studen... | \n", + "Jon M. Chu | \n", + "Robert Hoffman, Briana Evigan, Cassie Ventura,... | \n", + "2008 | \n", + "98 | \n", + "6.2 | \n", + "70699 | \n", + "58.01 | \n", + "50.0 | \n", + "Jon | \n", + "M. Chu | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "
|---|---|---|---|---|---|
| Rank | \n", + "1.000000 | \n", + "-0.384864 | \n", + "-0.263368 | \n", + "-0.313589 | \n", + "-0.288063 | \n", + "
| Year | \n", + "-0.384864 | \n", + "1.000000 | \n", + "-0.090160 | \n", + "-0.269849 | \n", + "-0.029980 | \n", + "
| Rating | \n", + "-0.263368 | \n", + "-0.090160 | \n", + "1.000000 | \n", + "0.514056 | \n", + "0.189275 | \n", + "
| Votes | \n", + "-0.313589 | \n", + "-0.269849 | \n", + "0.514056 | \n", + "1.000000 | \n", + "0.604439 | \n", + "
| Revenue (Millions) | \n", + "-0.288063 | \n", + "-0.029980 | \n", + "0.189275 | \n", + "0.604439 | \n", + "1.000000 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "high | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "average | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "high | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "high | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "high | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 | \n", + "51 | \n", + "Star Wars: Episode VII - The Force Awakens | \n", + "Action,Adventure,Fantasy | \n", + "Three decades after the defeat of the Galactic... | \n", + "J.J. Abrams | \n", + "Daisy Ridley, John Boyega, Oscar Isaac, Domhna... | \n", + "2015 | \n", + "136 | \n", + "8.1 | \n", + "661608 | \n", + "936.63 | \n", + "81.0 | \n", + "J.J. | \n", + "Abrams | \n", + "male | \n", + "top | \n", + "
| 68 | \n", + "88 | \n", + "Avatar | \n", + "Action,Adventure,Fantasy | \n", + "A paraplegic marine dispatched to the moon Pan... | \n", + "James Cameron | \n", + "Sam Worthington, Zoe Saldana, Sigourney Weaver... | \n", + "2009 | \n", + "162 | \n", + "7.8 | \n", + "935408 | \n", + "760.51 | \n", + "83.0 | \n", + "James | \n", + "Cameron | \n", + "male | \n", + "top | \n", + "
| 67 | \n", + "86 | \n", + "Jurassic World | \n", + "Action,Adventure,Sci-Fi | \n", + "A new theme park, built on the original site o... | \n", + "Colin Trevorrow | \n", + "Chris Pratt, Bryce Dallas Howard, Ty Simpkins,... | \n", + "2015 | \n", + "124 | \n", + "7.0 | \n", + "455169 | \n", + "652.18 | \n", + "59.0 | \n", + "Colin | \n", + "Trevorrow | \n", + "male | \n", + "top | \n", + "
| 58 | \n", + "77 | \n", + "The Avengers | \n", + "Action,Sci-Fi | \n", + "Earth's mightiest heroes must come together an... | \n", + "Joss Whedon | \n", + "Robert Downey Jr., Chris Evans, Scarlett Johan... | \n", + "2012 | \n", + "143 | \n", + "8.1 | \n", + "1045588 | \n", + "623.28 | \n", + "69.0 | \n", + "Joss | \n", + "Whedon | \n", + "male | \n", + "top | \n", + "
| 40 | \n", + "55 | \n", + "The Dark Knight | \n", + "Action,Crime,Drama | \n", + "When the menace known as the Joker wreaks havo... | \n", + "Christopher Nolan | \n", + "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", + "2008 | \n", + "152 | \n", + "9.0 | \n", + "1791916 | \n", + "533.32 | \n", + "82.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "top | \n", + "
| 10 | \n", + "13 | \n", + "Rogue One | \n", + "Action,Adventure,Sci-Fi | \n", + "The Rebel Alliance makes a risky move to steal... | \n", + "Gareth Edwards | \n", + "Felicity Jones, Diego Luna, Alan Tudyk, Donnie... | \n", + "2016 | \n", + "133 | \n", + "7.9 | \n", + "323118 | \n", + "532.17 | \n", + "65.0 | \n", + "Gareth | \n", + "Edwards | \n", + "male | \n", + "top | \n", + "
| 93 | \n", + "120 | \n", + "Finding Dory | \n", + "Animation,Adventure,Comedy | \n", + "The friendly but forgetful blue tang fish, Dor... | \n", + "Andrew Stanton | \n", + "Ellen DeGeneres, Albert Brooks,Ed O'Neill, Kai... | \n", + "2016 | \n", + "97 | \n", + "7.4 | \n", + "157026 | \n", + "486.29 | \n", + "77.0 | \n", + "Andrew | \n", + "Stanton | \n", + "male | \n", + "top | \n", + "
| 75 | \n", + "95 | \n", + "Avengers: Age of Ultron | \n", + "Action,Adventure,Sci-Fi | \n", + "When Tony Stark and Bruce Banner try to jump-s... | \n", + "Joss Whedon | \n", + "Robert Downey Jr., Chris Evans, Mark Ruffalo, ... | \n", + "2015 | \n", + "141 | \n", + "7.4 | \n", + "516895 | \n", + "458.99 | \n", + "66.0 | \n", + "Joss | \n", + "Whedon | \n", + "male | \n", + "top | \n", + "
| 97 | \n", + "125 | \n", + "The Dark Knight Rises | \n", + "Action,Thriller | \n", + "Eight years after the Joker's reign of anarchy... | \n", + "Christopher Nolan | \n", + "Christian Bale, Tom Hardy, Anne Hathaway,Gary ... | \n", + "2012 | \n", + "164 | \n", + "8.5 | \n", + "1222645 | \n", + "448.13 | \n", + "78.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "top | \n", + "
| 457 | \n", + "579 | \n", + "The Hunger Games: Catching Fire | \n", + "Action,Adventure,Mystery | \n", + "Katniss Everdeen and Peeta Mellark become targ... | \n", + "Francis Lawrence | \n", + "Jennifer Lawrence, Josh Hutcherson, Liam Hemsw... | \n", + "2013 | \n", + "146 | \n", + "7.6 | \n", + "525646 | \n", + "424.65 | \n", + "76.0 | \n", + "Francis | \n", + "Lawrence | \n", + "male | \n", + "top | \n", + "
| \n", + " | Title | \n", + "Genre | \n", + "Director_genre | \n", + "Actors | \n", + "Rating | \n", + "
|---|---|---|---|---|---|
| 37 | \n", + "Star Wars: Episode VII - The Force Awakens | \n", + "Action,Adventure,Fantasy | \n", + "male | \n", + "Daisy Ridley, John Boyega, Oscar Isaac, Domhna... | \n", + "8.1 | \n", + "
| 68 | \n", + "Avatar | \n", + "Action,Adventure,Fantasy | \n", + "male | \n", + "Sam Worthington, Zoe Saldana, Sigourney Weaver... | \n", + "7.8 | \n", + "
| 67 | \n", + "Jurassic World | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Chris Pratt, Bryce Dallas Howard, Ty Simpkins,... | \n", + "7.0 | \n", + "
| 58 | \n", + "The Avengers | \n", + "Action,Sci-Fi | \n", + "male | \n", + "Robert Downey Jr., Chris Evans, Scarlett Johan... | \n", + "8.1 | \n", + "
| 40 | \n", + "The Dark Knight | \n", + "Action,Crime,Drama | \n", + "male | \n", + "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", + "9.0 | \n", + "
| 10 | \n", + "Rogue One | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Felicity Jones, Diego Luna, Alan Tudyk, Donnie... | \n", + "7.9 | \n", + "
| 93 | \n", + "Finding Dory | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Ellen DeGeneres, Albert Brooks,Ed O'Neill, Kai... | \n", + "7.4 | \n", + "
| 75 | \n", + "Avengers: Age of Ultron | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Robert Downey Jr., Chris Evans, Mark Ruffalo, ... | \n", + "7.4 | \n", + "
| 97 | \n", + "The Dark Knight Rises | \n", + "Action,Thriller | \n", + "male | \n", + "Christian Bale, Tom Hardy, Anne Hathaway,Gary ... | \n", + "8.5 | \n", + "
| 457 | \n", + "The Hunger Games: Catching Fire | \n", + "Action,Adventure,Mystery | \n", + "male | \n", + "Jennifer Lawrence, Josh Hutcherson, Liam Hemsw... | \n", + "7.6 | \n", + "
| 60 | \n", + "Pirates of the Caribbean: Dead Man's Chest | \n", + "Action,Adventure,Fantasy | \n", + "male | \n", + "Johnny Depp, Orlando Bloom, Keira Knightley, J... | \n", + "7.3 | \n", + "
| 539 | \n", + "Toy Story 3 | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty | \n", + "8.3 | \n", + "
| 220 | \n", + "Iron Man Three | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Robert Downey Jr., Guy Pearce, Gwyneth Paltrow... | \n", + "7.2 | \n", + "
| 28 | \n", + "Captain America: Civil War | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Chris Evans, Robert Downey Jr.,Scarlett Johans... | \n", + "7.9 | \n", + "
| 123 | \n", + "The Hunger Games | \n", + "Adventure,Sci-Fi,Thriller | \n", + "male | \n", + "Jennifer Lawrence, Josh Hutcherson, Liam Hemsw... | \n", + "7.2 | \n", + "
| 553 | \n", + "Transformers: Revenge of the Fallen | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Shia LaBeouf, Megan Fox, Josh Duhamel, Tyrese ... | \n", + "6.0 | \n", + "
| 141 | \n", + "Frozen | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Kristen Bell, Idina Menzel, Jonathan Groff, Jo... | \n", + "7.5 | \n", + "
| 88 | \n", + "Harry Potter and the Deathly Hallows: Part 2 | \n", + "Adventure,Drama,Fantasy | \n", + "male | \n", + "Daniel Radcliffe, Emma Watson, Rupert Grint, M... | \n", + "8.1 | \n", + "
| 12 | \n", + "The Secret Life of Pets | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Louis C.K., Eric Stonestreet, Kevin Hart, Lake... | \n", + "6.6 | \n", + "
| 616 | \n", + "Despicable Me 2 | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Steve Carell, Kristen Wiig, Benjamin Bratt, Mi... | \n", + "7.4 | \n", + "
| 98 | \n", + "The Jungle Book | \n", + "Adventure,Drama,Family | \n", + "male | \n", + "Neel Sethi, Bill Murray, Ben Kingsley, Idris Elba | \n", + "7.5 | \n", + "
| 26 | \n", + "Deadpool | \n", + "Action,Adventure,Comedy | \n", + "male | \n", + "Ryan Reynolds, Morena Baccarin, T.J. Miller, E... | \n", + "8.0 | \n", + "
| 189 | \n", + "Inside Out | \n", + "Animation,Adventure,Comedy | \n", + "male | \n", + "Amy Poehler, Bill Hader, Lewis Black, Mindy Ka... | \n", + "8.2 | \n", + "
| 447 | \n", + "Transformers: Dark of the Moon | \n", + "Action,Adventure,Sci-Fi | \n", + "male | \n", + "Shia LaBeouf, Rosie Huntington-Whiteley, Tyres... | \n", + "6.3 | \n", + "
| 263 | \n", + "American Sniper | \n", + "Action,Biography,Drama | \n", + "male | \n", + "Bradley Cooper, Sienna Miller, Kyle Gallner, C... | \n", + "7.3 | \n", + "
| \n", + " | Rating | \n", + "
|---|---|
| Year | \n", + "\n", + " |
| 2006 | \n", + "7.130952 | \n", + "
| 2007 | \n", + "7.175000 | \n", + "
| 2008 | \n", + "6.778431 | \n", + "
| 2009 | \n", + "6.929787 | \n", + "
| 2010 | \n", + "6.894737 | \n", + "
| \n", + " | Votes | \n", + "
|---|---|
| Year | \n", + "\n", + " |
| 2006 | \n", + "275016.023810 | \n", + "
| 2007 | \n", + "260963.541667 | \n", + "
| 2008 | \n", + "279656.764706 | \n", + "
| 2009 | \n", + "265747.276596 | \n", + "
| 2010 | \n", + "261082.929825 | \n", + "
| \n", + " | Votes | \n", + "Rating | \n", + "
|---|---|---|
| Year | \n", + "\n", + " | \n", + " |
| 2006 | \n", + "275016.023810 | \n", + "7.130952 | \n", + "
| 2007 | \n", + "260963.541667 | \n", + "7.175000 | \n", + "
| 2008 | \n", + "279656.764706 | \n", + "6.778431 | \n", + "
| 2009 | \n", + "265747.276596 | \n", + "6.929787 | \n", + "
| 2010 | \n", + "261082.929825 | \n", + "6.894737 | \n", + "
| \n", + " | Votes | \n", + "Rating | \n", + "no. of movies | \n", + "
|---|---|---|---|
| Year | \n", + "\n", + " | \n", + " | \n", + " |
| 2006 | \n", + "275016.023810 | \n", + "7.130952 | \n", + "42 | \n", + "
| 2007 | \n", + "260963.541667 | \n", + "7.175000 | \n", + "48 | \n", + "
| 2008 | \n", + "279656.764706 | \n", + "6.778431 | \n", + "51 | \n", + "
| 2009 | \n", + "265747.276596 | \n", + "6.929787 | \n", + "47 | \n", + "
| 2010 | \n", + "261082.929825 | \n", + "6.894737 | \n", + "57 | \n", + "
| \n", + " | genre | \n", + "counts | \n", + "
|---|---|---|
| 11 | \n", + "Drama | \n", + "356 | \n", + "
| 17 | \n", + "Action | \n", + "267 | \n", + "
| 7 | \n", + "Adventure | \n", + "240 | \n", + "
| 6 | \n", + "Comedy | \n", + "220 | \n", + "
| 4 | \n", + "Thriller | \n", + "132 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "average | \n", + "Adventure | \n", + "Mystery | \n", + "Sci-Fi | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "high | \n", + "Horror | \n", + "Thriller | \n", + "None | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "high | \n", + "Animation | \n", + "Comedy | \n", + "Family | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Fantasy | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "average | \n", + "Adventure | \n", + "Mystery | \n", + "Sci-Fi | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "high | \n", + "Horror | \n", + "Thriller | \n", + "None | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "high | \n", + "Animation | \n", + "Comedy | \n", + "Family | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Fantasy | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "757.074 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "485.820 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "157.606 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "60.545 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "393.727 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "Revenue_Classification | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "757.074 | \n", + "high | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "485.820 | \n", + "average | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "157.606 | \n", + "high | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "60.545 | \n", + "high | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "393.727 | \n", + "high | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "Revenue_Classification | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 | \n", + "51 | \n", + "Star Wars: Episode VII - The Force Awakens | \n", + "Action,Adventure,Fantasy | \n", + "Three decades after the defeat of the Galactic... | \n", + "J.J. Abrams | \n", + "Daisy Ridley, John Boyega, Oscar Isaac, Domhna... | \n", + "2015 | \n", + "136 | \n", + "8.1 | \n", + "661608 | \n", + "936.63 | \n", + "81.0 | \n", + "J.J. | \n", + "Abrams | \n", + "male | \n", + "661.608 | \n", + "top | \n", + "
| 68 | \n", + "88 | \n", + "Avatar | \n", + "Action,Adventure,Fantasy | \n", + "A paraplegic marine dispatched to the moon Pan... | \n", + "James Cameron | \n", + "Sam Worthington, Zoe Saldana, Sigourney Weaver... | \n", + "2009 | \n", + "162 | \n", + "7.8 | \n", + "935408 | \n", + "760.51 | \n", + "83.0 | \n", + "James | \n", + "Cameron | \n", + "male | \n", + "935.408 | \n", + "top | \n", + "
| 67 | \n", + "86 | \n", + "Jurassic World | \n", + "Action,Adventure,Sci-Fi | \n", + "A new theme park, built on the original site o... | \n", + "Colin Trevorrow | \n", + "Chris Pratt, Bryce Dallas Howard, Ty Simpkins,... | \n", + "2015 | \n", + "124 | \n", + "7.0 | \n", + "455169 | \n", + "652.18 | \n", + "59.0 | \n", + "Colin | \n", + "Trevorrow | \n", + "male | \n", + "455.169 | \n", + "top | \n", + "
| 58 | \n", + "77 | \n", + "The Avengers | \n", + "Action,Sci-Fi | \n", + "Earth's mightiest heroes must come together an... | \n", + "Joss Whedon | \n", + "Robert Downey Jr., Chris Evans, Scarlett Johan... | \n", + "2012 | \n", + "143 | \n", + "8.1 | \n", + "1045588 | \n", + "623.28 | \n", + "69.0 | \n", + "Joss | \n", + "Whedon | \n", + "male | \n", + "1045.588 | \n", + "top | \n", + "
| 40 | \n", + "55 | \n", + "The Dark Knight | \n", + "Action,Crime,Drama | \n", + "When the menace known as the Joker wreaks havo... | \n", + "Christopher Nolan | \n", + "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", + "2008 | \n", + "152 | \n", + "9.0 | \n", + "1791916 | \n", + "533.32 | \n", + "82.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "1791.916 | \n", + "top | \n", + "
| \n", + " | Rating | \n", + "
|---|---|
| Year | \n", + "\n", + " |
| 2006 | \n", + "7.130952 | \n", + "
| 2007 | \n", + "7.175000 | \n", + "
| 2008 | \n", + "6.778431 | \n", + "
| 2009 | \n", + "6.929787 | \n", + "
| 2010 | \n", + "6.894737 | \n", + "
| \n", + " | Votes (Thousands) | \n", + "
|---|---|
| Year | \n", + "\n", + " |
| 2006 | \n", + "275.016024 | \n", + "
| 2007 | \n", + "260.963542 | \n", + "
| 2008 | \n", + "279.656765 | \n", + "
| 2009 | \n", + "265.747277 | \n", + "
| 2010 | \n", + "261.082930 | \n", + "
| \n", + " | Votes (Thousands) | \n", + "Rating | \n", + "
|---|---|---|
| Year | \n", + "\n", + " | \n", + " |
| 2006 | \n", + "275.016024 | \n", + "7.130952 | \n", + "
| 2007 | \n", + "260.963542 | \n", + "7.175000 | \n", + "
| 2008 | \n", + "279.656765 | \n", + "6.778431 | \n", + "
| 2009 | \n", + "265.747277 | \n", + "6.929787 | \n", + "
| 2010 | \n", + "261.082930 | \n", + "6.894737 | \n", + "
| \n", + " | Votes (Thousands) | \n", + "Rating | \n", + "no. of movies | \n", + "
|---|---|---|---|
| Year | \n", + "\n", + " | \n", + " | \n", + " |
| 2006 | \n", + "275.016024 | \n", + "7.130952 | \n", + "42 | \n", + "
| 2007 | \n", + "260.963542 | \n", + "7.175000 | \n", + "48 | \n", + "
| 2008 | \n", + "279.656765 | \n", + "6.778431 | \n", + "51 | \n", + "
| 2009 | \n", + "265.747277 | \n", + "6.929787 | \n", + "47 | \n", + "
| 2010 | \n", + "261.082930 | \n", + "6.894737 | \n", + "57 | \n", + "
| \n", + " | genre | \n", + "counts | \n", + "
|---|---|---|
| 13 | \n", + "Drama | \n", + "356 | \n", + "
| 19 | \n", + "Action | \n", + "267 | \n", + "
| 17 | \n", + "Adventure | \n", + "240 | \n", + "
| 5 | \n", + "Comedy | \n", + "220 | \n", + "
| 7 | \n", + "Thriller | \n", + "132 | \n", + "
| 2 | \n", + "Crime | \n", + "119 | \n", + "
| 8 | \n", + "Romance | \n", + "107 | \n", + "
| 3 | \n", + "Sci-Fi | \n", + "104 | \n", + "
| 0 | \n", + "Fantasy | \n", + "88 | \n", + "
| 18 | \n", + "Mystery | \n", + "85 | \n", + "
| 9 | \n", + "Horror | \n", + "76 | \n", + "
| 10 | \n", + "Biography | \n", + "58 | \n", + "
| 4 | \n", + "Animation | \n", + "44 | \n", + "
| 14 | \n", + "Family | \n", + "41 | \n", + "
| 6 | \n", + "History | \n", + "22 | \n", + "
| 1 | \n", + "Music | \n", + "14 | \n", + "
| 12 | \n", + "Sport | \n", + "13 | \n", + "
| 15 | \n", + "War | \n", + "8 | \n", + "
| 11 | \n", + "Western | \n", + "5 | \n", + "
| 16 | \n", + "Musical | \n", + "5 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "757.074 | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "485.820 | \n", + "average | \n", + "Adventure | \n", + "Mystery | \n", + "Sci-Fi | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "157.606 | \n", + "high | \n", + "Horror | \n", + "Thriller | \n", + "None | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "60.545 | \n", + "high | \n", + "Animation | \n", + "Comedy | \n", + "Family | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "393.727 | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Fantasy | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | \n", + "55 | \n", + "The Dark Knight | \n", + "Action,Crime,Drama | \n", + "When the menace known as the Joker wreaks havo... | \n", + "Christopher Nolan | \n", + "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", + "2008 | \n", + "152 | \n", + "9.0 | \n", + "1791916 | \n", + "533.32 | \n", + "82.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "1791.916 | \n", + "top | \n", + "Action | \n", + "Crime | \n", + "Drama | \n", + "
| 91 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "Nitesh | \n", + "Tiwari | \n", + "male | \n", + "48.969 | \n", + "low | \n", + "Action | \n", + "Biography | \n", + "Drama | \n", + "
| 62 | \n", + "81 | \n", + "Inception | \n", + "Action,Adventure,Sci-Fi | \n", + "A thief, who steals corporate secrets through ... | \n", + "Christopher Nolan | \n", + "Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen... | \n", + "2010 | \n", + "148 | \n", + "8.8 | \n", + "1583625 | \n", + "292.57 | \n", + "74.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "1583.625 | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "
| 195 | \n", + "250 | \n", + "The Intouchables | \n", + "Biography,Comedy,Drama | \n", + "After he becomes a quadriplegic from a paragli... | \n", + "Olivier Nakache | \n", + "François Cluzet, Omar Sy, Anne Le Ny, Audrey F... | \n", + "2011 | \n", + "112 | \n", + "8.6 | \n", + "557965 | \n", + "13.18 | \n", + "57.0 | \n", + "Olivier | \n", + "Nakache | \n", + "male | \n", + "557.965 | \n", + "low | \n", + "Biography | \n", + "Comedy | \n", + "Drama | \n", + "
| 77 | \n", + "97 | \n", + "Kimi no na wa | \n", + "Animation,Drama,Fantasy | \n", + "Two strangers find themselves linked in a biza... | \n", + "Makoto Shinkai | \n", + "Ryûnosuke Kamiki, Mone Kamishiraishi, Ryô Nari... | \n", + "2016 | \n", + "106 | \n", + "8.6 | \n", + "34110 | \n", + "4.68 | \n", + "79.0 | \n", + "Makoto | \n", + "Shinkai | \n", + "male | \n", + "34.110 | \n", + "low | \n", + "Animation | \n", + "Drama | \n", + "Fantasy | \n", + "
| \n", + " | Rating | \n", + "Votes (Thousands) | \n", + "
|---|---|---|
| 0 | \n", + "9.0 | \n", + "1791.916 | \n", + "
| 1 | \n", + "8.8 | \n", + "48.969 | \n", + "
| 2 | \n", + "8.8 | \n", + "1583.625 | \n", + "
| 3 | \n", + "8.6 | \n", + "34.110 | \n", + "
| 4 | \n", + "8.6 | \n", + "557.965 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "
| 5 | \n", + "6 | \n", + "The Great Wall | \n", + "Action,Adventure,Fantasy | \n", + "European mercenaries searching for black powde... | \n", + "Yimou Zhang | \n", + "Matt Damon, Tian Jing, Willem Dafoe, Andy Lau | \n", + "2016 | \n", + "103 | \n", + "6.1 | \n", + "56036 | \n", + "45.13 | \n", + "42.0 | \n", + "
| 6 | \n", + "7 | \n", + "La La Land | \n", + "Comedy,Drama,Music | \n", + "A jazz pianist falls for an aspiring actress i... | \n", + "Damien Chazelle | \n", + "Ryan Gosling, Emma Stone, Rosemarie DeWitt, J.... | \n", + "2016 | \n", + "128 | \n", + "8.3 | \n", + "258682 | \n", + "151.06 | \n", + "93.0 | \n", + "
| 7 | \n", + "8 | \n", + "Mindhorn | \n", + "Comedy | \n", + "A has-been actor best known for playing the ti... | \n", + "Sean Foley | \n", + "Essie Davis, Andrea Riseborough, Julian Barrat... | \n", + "2016 | \n", + "89 | \n", + "6.4 | \n", + "2490 | \n", + "NaN | \n", + "71.0 | \n", + "
| 8 | \n", + "9 | \n", + "The Lost City of Z | \n", + "Action,Adventure,Biography | \n", + "A true-life drama, centering on British explor... | \n", + "James Gray | \n", + "Charlie Hunnam, Robert Pattinson, Sienna Mille... | \n", + "2016 | \n", + "141 | \n", + "7.1 | \n", + "7188 | \n", + "8.01 | \n", + "78.0 | \n", + "
| 9 | \n", + "10 | \n", + "Passengers | \n", + "Adventure,Drama,Romance | \n", + "A spacecraft traveling to a distant colony pla... | \n", + "Morten Tyldum | \n", + "Jennifer Lawrence, Chris Pratt, Michael Sheen,... | \n", + "2016 | \n", + "116 | \n", + "7.0 | \n", + "192177 | \n", + "100.01 | \n", + "41.0 | \n", + "
| 10 | \n", + "11 | \n", + "Fantastic Beasts and Where to Find Them | \n", + "Adventure,Family,Fantasy | \n", + "The adventures of writer Newt Scamander in New... | \n", + "David Yates | \n", + "Eddie Redmayne, Katherine Waterston, Alison Su... | \n", + "2016 | \n", + "133 | \n", + "7.5 | \n", + "232072 | \n", + "234.02 | \n", + "66.0 | \n", + "
| 11 | \n", + "12 | \n", + "Hidden Figures | \n", + "Biography,Drama,History | \n", + "The story of a team of female African-American... | \n", + "Theodore Melfi | \n", + "Taraji P. Henson, Octavia Spencer, Janelle Mon... | \n", + "2016 | \n", + "127 | \n", + "7.8 | \n", + "93103 | \n", + "169.27 | \n", + "74.0 | \n", + "
| 12 | \n", + "13 | \n", + "Rogue One | \n", + "Action,Adventure,Sci-Fi | \n", + "The Rebel Alliance makes a risky move to steal... | \n", + "Gareth Edwards | \n", + "Felicity Jones, Diego Luna, Alan Tudyk, Donnie... | \n", + "2016 | \n", + "133 | \n", + "7.9 | \n", + "323118 | \n", + "532.17 | \n", + "65.0 | \n", + "
| 13 | \n", + "14 | \n", + "Moana | \n", + "Animation,Adventure,Comedy | \n", + "In Ancient Polynesia, when a terrible curse in... | \n", + "Ron Clements | \n", + "Auli'i Cravalho, Dwayne Johnson, Rachel House,... | \n", + "2016 | \n", + "107 | \n", + "7.7 | \n", + "118151 | \n", + "248.75 | \n", + "81.0 | \n", + "
| 14 | \n", + "15 | \n", + "Colossal | \n", + "Action,Comedy,Drama | \n", + "Gloria is an out-of-work party girl forced to ... | \n", + "Nacho Vigalondo | \n", + "Anne Hathaway, Jason Sudeikis, Austin Stowell,... | \n", + "2016 | \n", + "109 | \n", + "6.4 | \n", + "8612 | \n", + "2.87 | \n", + "70.0 | \n", + "
| 15 | \n", + "16 | \n", + "The Secret Life of Pets | \n", + "Animation,Adventure,Comedy | \n", + "The quiet life of a terrier named Max is upend... | \n", + "Chris Renaud | \n", + "Louis C.K., Eric Stonestreet, Kevin Hart, Lake... | \n", + "2016 | \n", + "87 | \n", + "6.6 | \n", + "120259 | \n", + "368.31 | \n", + "61.0 | \n", + "
| 16 | \n", + "17 | \n", + "Hacksaw Ridge | \n", + "Biography,Drama,History | \n", + "WWII American Army Medic Desmond T. Doss, who ... | \n", + "Mel Gibson | \n", + "Andrew Garfield, Sam Worthington, Luke Bracey,... | \n", + "2016 | \n", + "139 | \n", + "8.2 | \n", + "211760 | \n", + "67.12 | \n", + "71.0 | \n", + "
| 17 | \n", + "18 | \n", + "Jason Bourne | \n", + "Action,Thriller | \n", + "The CIA's most dangerous former operative is d... | \n", + "Paul Greengrass | \n", + "Matt Damon, Tommy Lee Jones, Alicia Vikander,V... | \n", + "2016 | \n", + "123 | \n", + "6.7 | \n", + "150823 | \n", + "162.16 | \n", + "58.0 | \n", + "
| 18 | \n", + "19 | \n", + "Lion | \n", + "Biography,Drama | \n", + "A five-year-old Indian boy gets lost on the st... | \n", + "Garth Davis | \n", + "Dev Patel, Nicole Kidman, Rooney Mara, Sunny P... | \n", + "2016 | \n", + "118 | \n", + "8.1 | \n", + "102061 | \n", + "51.69 | \n", + "69.0 | \n", + "
| 19 | \n", + "20 | \n", + "Arrival | \n", + "Drama,Mystery,Sci-Fi | \n", + "When twelve mysterious spacecraft appear aroun... | \n", + "Denis Villeneuve | \n", + "Amy Adams, Jeremy Renner, Forest Whitaker,Mich... | \n", + "2016 | \n", + "116 | \n", + "8.0 | \n", + "340798 | \n", + "100.50 | \n", + "81.0 | \n", + "
| 20 | \n", + "21 | \n", + "Gold | \n", + "Adventure,Drama,Thriller | \n", + "Kenny Wells, a prospector desperate for a luck... | \n", + "Stephen Gaghan | \n", + "Matthew McConaughey, Edgar RamĂrez, Bryce Dall... | \n", + "2016 | \n", + "120 | \n", + "6.7 | \n", + "19053 | \n", + "7.22 | \n", + "49.0 | \n", + "
| 21 | \n", + "22 | \n", + "Manchester by the Sea | \n", + "Drama | \n", + "A depressed uncle is asked to take care of his... | \n", + "Kenneth Lonergan | \n", + "Casey Affleck, Michelle Williams, Kyle Chandle... | \n", + "2016 | \n", + "137 | \n", + "7.9 | \n", + "134213 | \n", + "47.70 | \n", + "96.0 | \n", + "
| 22 | \n", + "23 | \n", + "Hounds of Love | \n", + "Crime,Drama,Horror | \n", + "A cold-blooded predatory couple while cruising... | \n", + "Ben Young | \n", + "Emma Booth, Ashleigh Cummings, Stephen Curry,S... | \n", + "2016 | \n", + "108 | \n", + "6.7 | \n", + "1115 | \n", + "NaN | \n", + "72.0 | \n", + "
| 23 | \n", + "24 | \n", + "Trolls | \n", + "Animation,Adventure,Comedy | \n", + "After the Bergens invade Troll Village, Poppy,... | \n", + "Walt Dohrn | \n", + "Anna Kendrick, Justin Timberlake,Zooey Deschan... | \n", + "2016 | \n", + "92 | \n", + "6.5 | \n", + "38552 | \n", + "153.69 | \n", + "56.0 | \n", + "
| 24 | \n", + "25 | \n", + "Independence Day: Resurgence | \n", + "Action,Adventure,Sci-Fi | \n", + "Two decades after the first Independence Day i... | \n", + "Roland Emmerich | \n", + "Liam Hemsworth, Jeff Goldblum, Bill Pullman,Ma... | \n", + "2016 | \n", + "120 | \n", + "5.3 | \n", + "127553 | \n", + "103.14 | \n", + "32.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26 | \n", + "27 | \n", + "Bahubali: The Beginning | \n", + "Action,Adventure,Drama | \n", + "In ancient India, an adventurous and daring ma... | \n", + "S.S. Rajamouli | \n", + "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", + "2015 | \n", + "159 | \n", + "8.3 | \n", + "76193 | \n", + "6.50 | \n", + "NaN | \n", + "
| 27 | \n", + "28 | \n", + "Dead Awake | \n", + "Horror,Thriller | \n", + "A young woman must save herself and her friend... | \n", + "Phillip Guzman | \n", + "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", + "2016 | \n", + "99 | \n", + "4.7 | \n", + "523 | \n", + "0.01 | \n", + "NaN | \n", + "
| 117 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "
| 402 | \n", + "403 | \n", + "Bronson | \n", + "Action,Biography,Crime | \n", + "A young man who was sentenced to seven years i... | \n", + "Nicolas Winding Refn | \n", + "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", + "2008 | \n", + "92 | \n", + "7.1 | \n", + "93972 | \n", + "0.10 | \n", + "NaN | \n", + "
| 417 | \n", + "418 | \n", + "Atonement | \n", + "Drama,Mystery,Romance | \n", + "Fledgling writer Briony Tallis, as a thirteen-... | \n", + "Joe Wright | \n", + "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", + "2007 | \n", + "123 | \n", + "7.8 | \n", + "202890 | \n", + "50.92 | \n", + "NaN | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | \n", + "28 | \n", + "Dead Awake | \n", + "Horror,Thriller | \n", + "A young woman must save herself and her friend... | \n", + "Phillip Guzman | \n", + "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", + "2016 | \n", + "99 | \n", + "4.7 | \n", + "523 | \n", + "0.01 | \n", + "NaN | \n", + "
| 747 | \n", + "748 | \n", + "Rules Don't Apply | \n", + "Comedy,Drama,Romance | \n", + "The unconventional love story of an aspiring a... | \n", + "Warren Beatty | \n", + "Lily Collins, Haley Bennett, Taissa Farmiga, S... | \n", + "2016 | \n", + "127 | \n", + "5.7 | \n", + "3731 | \n", + "3.65 | \n", + "NaN | \n", + "
| 826 | \n", + "827 | \n", + "Shut In | \n", + "Drama,Horror,Thriller | \n", + "A heart-pounding thriller about a widowed chil... | \n", + "Farren Blackburn | \n", + "Naomi Watts, Charlie Heaton, Jacob Tremblay,Ol... | \n", + "2016 | \n", + "91 | \n", + "4.6 | \n", + "5715 | \n", + "6.88 | \n", + "NaN | \n", + "
| 692 | \n", + "693 | \n", + "Genius | \n", + "Biography,Drama | \n", + "A chronicle of Max Perkins's time as the book ... | \n", + "Michael Grandage | \n", + "Colin Firth, Jude Law, Nicole Kidman, Laura Li... | \n", + "2016 | \n", + "104 | \n", + "6.5 | \n", + "10708 | \n", + "1.36 | \n", + "NaN | \n", + "
| 696 | \n", + "697 | \n", + "10 Years | \n", + "Comedy,Drama,Romance | \n", + "The night before their high school reunion, a ... | \n", + "Jamie Linden | \n", + "Channing Tatum, Rosario Dawson, Chris Pratt, J... | \n", + "2011 | \n", + "100 | \n", + "6.1 | \n", + "19636 | \n", + "0.20 | \n", + "NaN | \n", + "
| 648 | \n", + "649 | \n", + "Sleeping Beauty | \n", + "Drama,Romance | \n", + "A haunting portrait of Lucy, a young universit... | \n", + "Julia Leigh | \n", + "Emily Browning, Rachael Blake, Ewen Leslie, Br... | \n", + "2011 | \n", + "101 | \n", + "5.3 | \n", + "27006 | \n", + "0.03 | \n", + "NaN | \n", + "
| 779 | \n", + "780 | \n", + "The Man Who Knew Infinity | \n", + "Biography,Drama | \n", + "The story of the life and academic career of t... | \n", + "Matt Brown | \n", + "Dev Patel, Jeremy Irons, Malcolm Sinclair, Rag... | \n", + "2015 | \n", + "108 | \n", + "7.2 | \n", + "29912 | \n", + "3.86 | \n", + "NaN | \n", + "
| 992 | \n", + "993 | \n", + "Take Me Home Tonight | \n", + "Comedy,Drama,Romance | \n", + "Four years after graduation, an awkward high s... | \n", + "Michael Dowse | \n", + "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", + "2011 | \n", + "97 | \n", + "6.3 | \n", + "45419 | \n", + "6.92 | \n", + "NaN | \n", + "
| 117 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "
| 429 | \n", + "430 | \n", + "The Purge: Election Year | \n", + "Action,Horror,Sci-Fi | \n", + "Former Police Sergeant Barnes becomes head of ... | \n", + "James DeMonaco | \n", + "Frank Grillo, Elizabeth Mitchell, Mykelti Will... | \n", + "2016 | \n", + "109 | \n", + "6.0 | \n", + "54216 | \n", + "79.00 | \n", + "NaN | \n", + "
| 484 | \n", + "485 | \n", + "Angry Birds | \n", + "Animation,Action,Adventure | \n", + "Find out why the birds are so angry. When an i... | \n", + "Clay Kaytis | \n", + "Jason Sudeikis, Josh Gad, Danny McBride, Maya ... | \n", + "2016 | \n", + "97 | \n", + "6.3 | \n", + "55781 | \n", + "107.51 | \n", + "NaN | \n", + "
| 896 | \n", + "897 | \n", + "Concussion | \n", + "Biography,Drama,Sport | \n", + "In Pittsburgh, accomplished pathologist Dr. Be... | \n", + "Peter Landesman | \n", + "Will Smith, Alec Baldwin, Albert Brooks, David... | \n", + "2015 | \n", + "123 | \n", + "7.1 | \n", + "61274 | \n", + "34.53 | \n", + "NaN | \n", + "
| 989 | \n", + "990 | \n", + "Selma | \n", + "Biography,Drama,History | \n", + "A chronicle of Martin Luther King's campaign t... | \n", + "Ava DuVernay | \n", + "David Oyelowo, Carmen Ejogo, Tim Roth, Lorrain... | \n", + "2014 | \n", + "128 | \n", + "7.5 | \n", + "67637 | \n", + "52.07 | \n", + "NaN | \n", + "
| 700 | \n", + "701 | \n", + "Funny Games | \n", + "Crime,Drama,Horror | \n", + "Two psychopathic young men take a family hosta... | \n", + "Michael Haneke | \n", + "Naomi Watts, Tim Roth, Michael Pitt, Brady Corbet | \n", + "2007 | \n", + "111 | \n", + "6.5 | \n", + "73835 | \n", + "1.29 | \n", + "NaN | \n", + "
| 26 | \n", + "27 | \n", + "Bahubali: The Beginning | \n", + "Action,Adventure,Drama | \n", + "In ancient India, an adventurous and daring ma... | \n", + "S.S. Rajamouli | \n", + "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", + "2015 | \n", + "159 | \n", + "8.3 | \n", + "76193 | \n", + "6.50 | \n", + "NaN | \n", + "
| 435 | \n", + "436 | \n", + "Filth | \n", + "Comedy,Crime,Drama | \n", + "A corrupt, junkie cop with bipolar disorder at... | \n", + "Jon S. Baird | \n", + "James McAvoy, Jamie Bell, Eddie Marsan, Imogen... | \n", + "2013 | \n", + "97 | \n", + "7.1 | \n", + "81301 | \n", + "0.03 | \n", + "NaN | \n", + "
| 758 | \n", + "759 | \n", + "Conan the Barbarian | \n", + "Action,Adventure,Fantasy | \n", + "A vengeful barbarian warrior sets off to get h... | \n", + "Marcus Nispel | \n", + "Jason Momoa, Ron Perlman, Rose McGowan,Stephen... | \n", + "2011 | \n", + "113 | \n", + "5.2 | \n", + "84893 | \n", + "21.27 | \n", + "NaN | \n", + "
| 967 | \n", + "968 | \n", + "The Walk | \n", + "Adventure,Biography,Crime | \n", + "In 1974, high-wire artist Philippe Petit recru... | \n", + "Robert Zemeckis | \n", + "Joseph Gordon-Levitt, Charlotte Le Bon,Guillau... | \n", + "2015 | \n", + "123 | \n", + "7.3 | \n", + "92378 | \n", + "10.14 | \n", + "NaN | \n", + "
| 946 | \n", + "947 | \n", + "The Butler | \n", + "Biography,Drama | \n", + "As Cecil Gaines serves eight presidents during... | \n", + "Lee Daniels | \n", + "Forest Whitaker, Oprah Winfrey, John Cusack, J... | \n", + "2013 | \n", + "132 | \n", + "7.2 | \n", + "93322 | \n", + "116.63 | \n", + "NaN | \n", + "
| 402 | \n", + "403 | \n", + "Bronson | \n", + "Action,Biography,Crime | \n", + "A young man who was sentenced to seven years i... | \n", + "Nicolas Winding Refn | \n", + "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", + "2008 | \n", + "92 | \n", + "7.1 | \n", + "93972 | \n", + "0.10 | \n", + "NaN | \n", + "
| 891 | \n", + "892 | \n", + "This Is 40 | \n", + "Comedy,Romance | \n", + "Pete and Debbie are both about to turn 40, the... | \n", + "Judd Apatow | \n", + "Paul Rudd, Leslie Mann, Maude Apatow, Iris Apatow | \n", + "2012 | \n", + "134 | \n", + "6.2 | \n", + "108156 | \n", + "67.52 | \n", + "NaN | \n", + "
| 929 | \n", + "930 | \n", + "The Master | \n", + "Drama | \n", + "A Naval veteran arrives home from war unsettle... | \n", + "Paul Thomas Anderson | \n", + "Philip Seymour Hoffman, Joaquin Phoenix,Amy Ad... | \n", + "2012 | \n", + "144 | \n", + "7.1 | \n", + "112902 | \n", + "16.38 | \n", + "NaN | \n", + "
| 828 | \n", + "829 | \n", + "Grindhouse | \n", + "Action,Horror,Thriller | \n", + "Quentin Tarantino and Robert Rodriguez's homag... | \n", + "Robert Rodriguez | \n", + "Kurt Russell, Rose McGowan, Danny Trejo, Zoë Bell | \n", + "2007 | \n", + "191 | \n", + "7.6 | \n", + "160350 | \n", + "25.03 | \n", + "NaN | \n", + "
| 543 | \n", + "544 | \n", + "P.S. I Love You | \n", + "Drama,Romance | \n", + "A young widow discovers that her late husband ... | \n", + "Richard LaGravenese | \n", + "Hilary Swank, Gerard Butler, Harry Connick Jr.... | \n", + "2007 | \n", + "126 | \n", + "7.1 | \n", + "177247 | \n", + "53.68 | \n", + "NaN | \n", + "
| 445 | \n", + "446 | \n", + "Silent Hill | \n", + "Adventure,Horror,Mystery | \n", + "A woman, Rose, goes in search for her adopted ... | \n", + "Christophe Gans | \n", + "Radha Mitchell, Laurie Holden, Sean Bean,Debor... | \n", + "2006 | \n", + "125 | \n", + "6.6 | \n", + "184152 | \n", + "46.98 | \n", + "NaN | \n", + "
| 755 | \n", + "756 | \n", + "The Road | \n", + "Adventure,Drama | \n", + "In a dangerous post-apocalyptic world, an aili... | \n", + "John Hillcoat | \n", + "Viggo Mortensen, Charlize Theron, Kodi Smit-Mc... | \n", + "2009 | \n", + "111 | \n", + "7.3 | \n", + "187302 | \n", + "0.06 | \n", + "NaN | \n", + "
| 969 | \n", + "970 | \n", + "The Lone Ranger | \n", + "Action,Adventure,Western | \n", + "Native American warrior Tonto recounts the unt... | \n", + "Gore Verbinski | \n", + "Johnny Depp, Armie Hammer, William Fichtner,To... | \n", + "2013 | \n", + "150 | \n", + "6.5 | \n", + "190855 | \n", + "89.29 | \n", + "NaN | \n", + "
| 971 | \n", + "972 | \n", + "Disturbia | \n", + "Drama,Mystery,Thriller | \n", + "A teen living under house arrest becomes convi... | \n", + "D.J. Caruso | \n", + "Shia LaBeouf, David Morse, Carrie-Anne Moss, S... | \n", + "2007 | \n", + "105 | \n", + "6.9 | \n", + "193491 | \n", + "80.05 | \n", + "NaN | \n", + "
| 766 | \n", + "767 | \n", + "Ender's Game | \n", + "Action,Sci-Fi | \n", + "Young Ender Wiggin is recruited by the Interna... | \n", + "Gavin Hood | \n", + "Harrison Ford, Asa Butterfield, Hailee Steinfe... | \n", + "2013 | \n", + "114 | \n", + "6.7 | \n", + "194236 | \n", + "61.66 | \n", + "NaN | \n", + "
| 417 | \n", + "418 | \n", + "Atonement | \n", + "Drama,Mystery,Romance | \n", + "Fledgling writer Briony Tallis, as a thirteen-... | \n", + "Joe Wright | \n", + "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", + "2007 | \n", + "123 | \n", + "7.8 | \n", + "202890 | \n", + "50.92 | \n", + "NaN | \n", + "
| 706 | \n", + "707 | \n", + "The Adjustment Bureau | \n", + "Romance,Sci-Fi,Thriller | \n", + "The affair between a politician and a contempo... | \n", + "George Nolfi | \n", + "Matt Damon, Emily Blunt, Lisa Thoreson, Floren... | \n", + "2011 | \n", + "106 | \n", + "7.1 | \n", + "208632 | \n", + "62.45 | \n", + "NaN | \n", + "
| 939 | \n", + "940 | \n", + "Up in the Air | \n", + "Drama,Romance | \n", + "Ryan Bingham enjoys living out of a suitcase f... | \n", + "Jason Reitman | \n", + "George Clooney, Vera Farmiga, Anna Kendrick,Ja... | \n", + "2009 | \n", + "109 | \n", + "7.4 | \n", + "279694 | \n", + "83.81 | \n", + "NaN | \n", + "
| 645 | \n", + "646 | \n", + "Gran Torino | \n", + "Drama | \n", + "Disgruntled Korean War veteran Walt Kowalski s... | \n", + "Clint Eastwood | \n", + "Clint Eastwood, Bee Vang, Christopher Carley,A... | \n", + "2008 | \n", + "116 | \n", + "8.2 | \n", + "595779 | \n", + "148.09 | \n", + "NaN | \n", + "
| 634 | \n", + "635 | \n", + "WALL·E | \n", + "Animation,Adventure,Family | \n", + "In the distant future, a small waste-collectin... | \n", + "Andrew Stanton | \n", + "Ben Burtt, Elissa Knight, Jeff Garlin, Fred Wi... | \n", + "2008 | \n", + "98 | \n", + "8.4 | \n", + "776897 | \n", + "223.81 | \n", + "NaN | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|
| count | \n", + "872.000000 | \n", + "872.000000 | \n", + "872.000000 | \n", + "872.000000 | \n", + "8.720000e+02 | \n", + "872.000000 | \n", + "838.000000 | \n", + "
| mean | \n", + "492.735092 | \n", + "2012.478211 | \n", + "114.783257 | \n", + "6.814335 | \n", + "1.909701e+05 | \n", + "82.956376 | \n", + "59.575179 | \n", + "
| std | \n", + "288.134843 | \n", + "3.183552 | \n", + "18.633144 | \n", + "0.881674 | \n", + "1.921325e+05 | \n", + "103.253540 | \n", + "16.952416 | \n", + "
| min | \n", + "1.000000 | \n", + "2006.000000 | \n", + "66.000000 | \n", + "1.900000 | \n", + "1.780000e+02 | \n", + "0.000000 | \n", + "11.000000 | \n", + "
| 25% | \n", + "243.750000 | \n", + "2010.000000 | \n", + "101.000000 | \n", + "6.300000 | \n", + "6.062750e+04 | \n", + "13.270000 | \n", + "47.000000 | \n", + "
| 50% | \n", + "488.500000 | \n", + "2013.000000 | \n", + "112.000000 | \n", + "6.900000 | \n", + "1.346540e+05 | \n", + "47.985000 | \n", + "60.000000 | \n", + "
| 75% | \n", + "739.250000 | \n", + "2015.000000 | \n", + "125.000000 | \n", + "7.500000 | \n", + "2.678330e+05 | \n", + "113.715000 | \n", + "72.000000 | \n", + "
| max | \n", + "1000.000000 | \n", + "2016.000000 | \n", + "191.000000 | \n", + "9.000000 | \n", + "1.791916e+06 | \n", + "936.630000 | \n", + "100.000000 | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|
| count | \n", + "756.000000 | \n", + "756.000000 | \n", + "756.000000 | \n", + "756.000000 | \n", + "7.560000e+02 | \n", + "756.000000 | \n", + "729.00000 | \n", + "
| mean | \n", + "483.989418 | \n", + "2012.023810 | \n", + "115.861111 | \n", + "6.893386 | \n", + "2.183116e+05 | \n", + "94.058519 | \n", + "59.76406 | \n", + "
| std | \n", + "285.624604 | \n", + "3.141597 | \n", + "18.587200 | \n", + "0.853778 | \n", + "1.922164e+05 | \n", + "106.309789 | \n", + "16.76680 | \n", + "
| min | \n", + "1.000000 | \n", + "2006.000000 | \n", + "81.000000 | \n", + "1.900000 | \n", + "3.003500e+04 | \n", + "0.010000 | \n", + "15.00000 | \n", + "
| 25% | \n", + "241.750000 | \n", + "2010.000000 | \n", + "102.000000 | \n", + "6.300000 | \n", + "8.797600e+04 | \n", + "25.022500 | \n", + "48.00000 | \n", + "
| 50% | \n", + "468.500000 | \n", + "2013.000000 | \n", + "113.000000 | \n", + "7.000000 | \n", + "1.592970e+05 | \n", + "58.315000 | \n", + "60.00000 | \n", + "
| 75% | \n", + "726.250000 | \n", + "2015.000000 | \n", + "126.000000 | \n", + "7.500000 | \n", + "2.951010e+05 | \n", + "127.407500 | \n", + "72.00000 | \n", + "
| max | \n", + "998.000000 | \n", + "2016.000000 | \n", + "191.000000 | \n", + "9.000000 | \n", + "1.791916e+06 | \n", + "936.630000 | \n", + "100.00000 | \n", + "
| \n", + " | Aamir | \n", + "ga_first_name | \n", + "ga_gender | \n", + "ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|---|---|---|
| 0 | \n", + "Abdellatif | \n", + "Abdellatif | \n", + "male | \n", + "98.0 | \n", + "2811.0 | \n", + "
| 1 | \n", + "Adam | \n", + "Adam | \n", + "male | \n", + "99.0 | \n", + "101742.0 | \n", + "
| 2 | \n", + "Akiva | \n", + "Akiva | \n", + "male | \n", + "96.0 | \n", + "82.0 | \n", + "
| 3 | \n", + "Alan | \n", + "Alan | \n", + "male | \n", + "99.0 | \n", + "44635.0 | \n", + "
| 4 | \n", + "Albert | \n", + "Albert | \n", + "male | \n", + "98.0 | \n", + "31368.0 | \n", + "
| \n", + " | ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|
| count | \n", + "269.000000 | \n", + "269.000000 | \n", + "
| mean | \n", + "94.907063 | \n", + "34596.427509 | \n", + "
| std | \n", + "8.705522 | \n", + "48960.740264 | \n", + "
| min | \n", + "53.000000 | \n", + "3.000000 | \n", + "
| 25% | \n", + "96.000000 | \n", + "2786.000000 | \n", + "
| 50% | \n", + "99.000000 | \n", + "16621.000000 | \n", + "
| 75% | \n", + "99.000000 | \n", + "48262.000000 | \n", + "
| max | \n", + "100.000000 | \n", + "381770.000000 | \n", + "
| \n", + " | Aamir | \n", + "ga_first_name | \n", + "ga_gender | \n", + "ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|---|---|---|
| 15 | \n", + "Ang | \n", + "Ang | \n", + "female | \n", + "53.0 | \n", + "1491.0 | \n", + "
| 120 | \n", + "Jemaine | \n", + "Jemaine | \n", + "male | \n", + "60.0 | \n", + "20.0 | \n", + "
| 77 | \n", + "Eli | \n", + "Eli | \n", + "female | \n", + "61.0 | \n", + "13642.0 | \n", + "
| 202 | \n", + "Peyton | \n", + "Peyton | \n", + "female | \n", + "62.0 | \n", + "893.0 | \n", + "
| 225 | \n", + "S. | \n", + "S. | \n", + "male | \n", + "64.0 | \n", + "1577.0 | \n", + "
| 43 | \n", + "Cary | \n", + "Cary | \n", + "male | \n", + "64.0 | \n", + "1377.0 | \n", + "
| 158 | \n", + "Lone | \n", + "Lone | \n", + "female | \n", + "66.0 | \n", + "1034.0 | \n", + "
| 268 | \n", + "Yimou | \n", + "Yimou | \n", + "male | \n", + "67.0 | \n", + "3.0 | \n", + "
| 156 | \n", + "Lenny | \n", + "Lenny | \n", + "male | \n", + "67.0 | \n", + "3316.0 | \n", + "
| 85 | \n", + "Fede | \n", + "Fede | \n", + "male | \n", + "68.0 | \n", + "6402.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 751 | \n", + "993 | \n", + "Take Me Home Tonight | \n", + "Comedy,Drama,Romance | \n", + "Four years after graduation, an awkward high s... | \n", + "Michael Dowse | \n", + "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", + "2011 | \n", + "97 | \n", + "6.3 | \n", + "45419 | \n", + "6.92 | \n", + "NaN | \n", + "Michael | \n", + "Dowse | \n", + "male | \n", + "
| 752 | \n", + "994 | \n", + "Resident Evil: Afterlife | \n", + "Action,Adventure,Horror | \n", + "While still out to destroy the evil Umbrella C... | \n", + "Paul W.S. Anderson | \n", + "Milla Jovovich, Ali Larter, Wentworth Miller,K... | \n", + "2010 | \n", + "97 | \n", + "5.9 | \n", + "140900 | \n", + "60.13 | \n", + "37.0 | \n", + "Paul | \n", + "W.S. Anderson | \n", + "male | \n", + "
| 753 | \n", + "995 | \n", + "Project X | \n", + "Comedy | \n", + "3 high school seniors throw a birthday party t... | \n", + "Nima Nourizadeh | \n", + "Thomas Mann, Oliver Cooper, Jonathan Daniel Br... | \n", + "2012 | \n", + "88 | \n", + "6.7 | \n", + "164088 | \n", + "54.72 | \n", + "48.0 | \n", + "Nima | \n", + "Nourizadeh | \n", + "male | \n", + "
| 754 | \n", + "997 | \n", + "Hostel: Part II | \n", + "Horror | \n", + "Three American college students studying abroa... | \n", + "Eli Roth | \n", + "Lauren German, Heather Matarazzo, Bijou Philli... | \n", + "2007 | \n", + "94 | \n", + "5.5 | \n", + "73152 | \n", + "17.54 | \n", + "46.0 | \n", + "Eli | \n", + "Roth | \n", + "female | \n", + "
| 755 | \n", + "998 | \n", + "Step Up 2: The Streets | \n", + "Drama,Music,Romance | \n", + "Romantic sparks occur between two dance studen... | \n", + "Jon M. Chu | \n", + "Robert Hoffman, Briana Evigan, Cassie Ventura,... | \n", + "2008 | \n", + "98 | \n", + "6.2 | \n", + "70699 | \n", + "58.01 | \n", + "50.0 | \n", + "Jon | \n", + "M. Chu | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "
|---|---|---|---|---|---|
| Rank | \n", + "1.000000 | \n", + "-0.384864 | \n", + "-0.263368 | \n", + "-0.313589 | \n", + "-0.288063 | \n", + "
| Year | \n", + "-0.384864 | \n", + "1.000000 | \n", + "-0.090160 | \n", + "-0.269849 | \n", + "-0.029980 | \n", + "
| Rating | \n", + "-0.263368 | \n", + "-0.090160 | \n", + "1.000000 | \n", + "0.514056 | \n", + "0.189275 | \n", + "
| Votes | \n", + "-0.313589 | \n", + "-0.269849 | \n", + "0.514056 | \n", + "1.000000 | \n", + "0.604439 | \n", + "
| Revenue (Millions) | \n", + "-0.288063 | \n", + "-0.029980 | \n", + "0.189275 | \n", + "0.604439 | \n", + "1.000000 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26 | \n", + "27 | \n", + "Bahubali: The Beginning | \n", + "Action,Adventure,Drama | \n", + "In ancient India, an adventurous and daring ma... | \n", + "S.S. Rajamouli | \n", + "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", + "2015 | \n", + "159 | \n", + "8.3 | \n", + "76193 | \n", + "6.50 | \n", + "NaN | \n", + "
| 27 | \n", + "28 | \n", + "Dead Awake | \n", + "Horror,Thriller | \n", + "A young woman must save herself and her friend... | \n", + "Phillip Guzman | \n", + "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", + "2016 | \n", + "99 | \n", + "4.7 | \n", + "523 | \n", + "0.01 | \n", + "NaN | \n", + "
| 117 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "
| 402 | \n", + "403 | \n", + "Bronson | \n", + "Action,Biography,Crime | \n", + "A young man who was sentenced to seven years i... | \n", + "Nicolas Winding Refn | \n", + "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", + "2008 | \n", + "92 | \n", + "7.1 | \n", + "93972 | \n", + "0.10 | \n", + "NaN | \n", + "
| 417 | \n", + "418 | \n", + "Atonement | \n", + "Drama,Mystery,Romance | \n", + "Fledgling writer Briony Tallis, as a thirteen-... | \n", + "Joe Wright | \n", + "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", + "2007 | \n", + "123 | \n", + "7.8 | \n", + "202890 | \n", + "50.92 | \n", + "NaN | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | \n", + "28 | \n", + "Dead Awake | \n", + "Horror,Thriller | \n", + "A young woman must save herself and her friend... | \n", + "Phillip Guzman | \n", + "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", + "2016 | \n", + "99 | \n", + "4.7 | \n", + "523 | \n", + "0.01 | \n", + "NaN | \n", + "
| 747 | \n", + "748 | \n", + "Rules Don't Apply | \n", + "Comedy,Drama,Romance | \n", + "The unconventional love story of an aspiring a... | \n", + "Warren Beatty | \n", + "Lily Collins, Haley Bennett, Taissa Farmiga, S... | \n", + "2016 | \n", + "127 | \n", + "5.7 | \n", + "3731 | \n", + "3.65 | \n", + "NaN | \n", + "
| 826 | \n", + "827 | \n", + "Shut In | \n", + "Drama,Horror,Thriller | \n", + "A heart-pounding thriller about a widowed chil... | \n", + "Farren Blackburn | \n", + "Naomi Watts, Charlie Heaton, Jacob Tremblay,Ol... | \n", + "2016 | \n", + "91 | \n", + "4.6 | \n", + "5715 | \n", + "6.88 | \n", + "NaN | \n", + "
| 692 | \n", + "693 | \n", + "Genius | \n", + "Biography,Drama | \n", + "A chronicle of Max Perkins's time as the book ... | \n", + "Michael Grandage | \n", + "Colin Firth, Jude Law, Nicole Kidman, Laura Li... | \n", + "2016 | \n", + "104 | \n", + "6.5 | \n", + "10708 | \n", + "1.36 | \n", + "NaN | \n", + "
| 696 | \n", + "697 | \n", + "10 Years | \n", + "Comedy,Drama,Romance | \n", + "The night before their high school reunion, a ... | \n", + "Jamie Linden | \n", + "Channing Tatum, Rosario Dawson, Chris Pratt, J... | \n", + "2011 | \n", + "100 | \n", + "6.1 | \n", + "19636 | \n", + "0.20 | \n", + "NaN | \n", + "
| 648 | \n", + "649 | \n", + "Sleeping Beauty | \n", + "Drama,Romance | \n", + "A haunting portrait of Lucy, a young universit... | \n", + "Julia Leigh | \n", + "Emily Browning, Rachael Blake, Ewen Leslie, Br... | \n", + "2011 | \n", + "101 | \n", + "5.3 | \n", + "27006 | \n", + "0.03 | \n", + "NaN | \n", + "
| 779 | \n", + "780 | \n", + "The Man Who Knew Infinity | \n", + "Biography,Drama | \n", + "The story of the life and academic career of t... | \n", + "Matt Brown | \n", + "Dev Patel, Jeremy Irons, Malcolm Sinclair, Rag... | \n", + "2015 | \n", + "108 | \n", + "7.2 | \n", + "29912 | \n", + "3.86 | \n", + "NaN | \n", + "
| 992 | \n", + "993 | \n", + "Take Me Home Tonight | \n", + "Comedy,Drama,Romance | \n", + "Four years after graduation, an awkward high s... | \n", + "Michael Dowse | \n", + "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", + "2011 | \n", + "97 | \n", + "6.3 | \n", + "45419 | \n", + "6.92 | \n", + "NaN | \n", + "
| 117 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "
| 429 | \n", + "430 | \n", + "The Purge: Election Year | \n", + "Action,Horror,Sci-Fi | \n", + "Former Police Sergeant Barnes becomes head of ... | \n", + "James DeMonaco | \n", + "Frank Grillo, Elizabeth Mitchell, Mykelti Will... | \n", + "2016 | \n", + "109 | \n", + "6.0 | \n", + "54216 | \n", + "79.00 | \n", + "NaN | \n", + "
| 484 | \n", + "485 | \n", + "Angry Birds | \n", + "Animation,Action,Adventure | \n", + "Find out why the birds are so angry. When an i... | \n", + "Clay Kaytis | \n", + "Jason Sudeikis, Josh Gad, Danny McBride, Maya ... | \n", + "2016 | \n", + "97 | \n", + "6.3 | \n", + "55781 | \n", + "107.51 | \n", + "NaN | \n", + "
| 896 | \n", + "897 | \n", + "Concussion | \n", + "Biography,Drama,Sport | \n", + "In Pittsburgh, accomplished pathologist Dr. Be... | \n", + "Peter Landesman | \n", + "Will Smith, Alec Baldwin, Albert Brooks, David... | \n", + "2015 | \n", + "123 | \n", + "7.1 | \n", + "61274 | \n", + "34.53 | \n", + "NaN | \n", + "
| 989 | \n", + "990 | \n", + "Selma | \n", + "Biography,Drama,History | \n", + "A chronicle of Martin Luther King's campaign t... | \n", + "Ava DuVernay | \n", + "David Oyelowo, Carmen Ejogo, Tim Roth, Lorrain... | \n", + "2014 | \n", + "128 | \n", + "7.5 | \n", + "67637 | \n", + "52.07 | \n", + "NaN | \n", + "
| 700 | \n", + "701 | \n", + "Funny Games | \n", + "Crime,Drama,Horror | \n", + "Two psychopathic young men take a family hosta... | \n", + "Michael Haneke | \n", + "Naomi Watts, Tim Roth, Michael Pitt, Brady Corbet | \n", + "2007 | \n", + "111 | \n", + "6.5 | \n", + "73835 | \n", + "1.29 | \n", + "NaN | \n", + "
| 26 | \n", + "27 | \n", + "Bahubali: The Beginning | \n", + "Action,Adventure,Drama | \n", + "In ancient India, an adventurous and daring ma... | \n", + "S.S. Rajamouli | \n", + "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", + "2015 | \n", + "159 | \n", + "8.3 | \n", + "76193 | \n", + "6.50 | \n", + "NaN | \n", + "
| 435 | \n", + "436 | \n", + "Filth | \n", + "Comedy,Crime,Drama | \n", + "A corrupt, junkie cop with bipolar disorder at... | \n", + "Jon S. Baird | \n", + "James McAvoy, Jamie Bell, Eddie Marsan, Imogen... | \n", + "2013 | \n", + "97 | \n", + "7.1 | \n", + "81301 | \n", + "0.03 | \n", + "NaN | \n", + "
| 758 | \n", + "759 | \n", + "Conan the Barbarian | \n", + "Action,Adventure,Fantasy | \n", + "A vengeful barbarian warrior sets off to get h... | \n", + "Marcus Nispel | \n", + "Jason Momoa, Ron Perlman, Rose McGowan,Stephen... | \n", + "2011 | \n", + "113 | \n", + "5.2 | \n", + "84893 | \n", + "21.27 | \n", + "NaN | \n", + "
| 967 | \n", + "968 | \n", + "The Walk | \n", + "Adventure,Biography,Crime | \n", + "In 1974, high-wire artist Philippe Petit recru... | \n", + "Robert Zemeckis | \n", + "Joseph Gordon-Levitt, Charlotte Le Bon,Guillau... | \n", + "2015 | \n", + "123 | \n", + "7.3 | \n", + "92378 | \n", + "10.14 | \n", + "NaN | \n", + "
| 946 | \n", + "947 | \n", + "The Butler | \n", + "Biography,Drama | \n", + "As Cecil Gaines serves eight presidents during... | \n", + "Lee Daniels | \n", + "Forest Whitaker, Oprah Winfrey, John Cusack, J... | \n", + "2013 | \n", + "132 | \n", + "7.2 | \n", + "93322 | \n", + "116.63 | \n", + "NaN | \n", + "
| 402 | \n", + "403 | \n", + "Bronson | \n", + "Action,Biography,Crime | \n", + "A young man who was sentenced to seven years i... | \n", + "Nicolas Winding Refn | \n", + "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", + "2008 | \n", + "92 | \n", + "7.1 | \n", + "93972 | \n", + "0.10 | \n", + "NaN | \n", + "
| 891 | \n", + "892 | \n", + "This Is 40 | \n", + "Comedy,Romance | \n", + "Pete and Debbie are both about to turn 40, the... | \n", + "Judd Apatow | \n", + "Paul Rudd, Leslie Mann, Maude Apatow, Iris Apatow | \n", + "2012 | \n", + "134 | \n", + "6.2 | \n", + "108156 | \n", + "67.52 | \n", + "NaN | \n", + "
| 929 | \n", + "930 | \n", + "The Master | \n", + "Drama | \n", + "A Naval veteran arrives home from war unsettle... | \n", + "Paul Thomas Anderson | \n", + "Philip Seymour Hoffman, Joaquin Phoenix,Amy Ad... | \n", + "2012 | \n", + "144 | \n", + "7.1 | \n", + "112902 | \n", + "16.38 | \n", + "NaN | \n", + "
| 828 | \n", + "829 | \n", + "Grindhouse | \n", + "Action,Horror,Thriller | \n", + "Quentin Tarantino and Robert Rodriguez's homag... | \n", + "Robert Rodriguez | \n", + "Kurt Russell, Rose McGowan, Danny Trejo, Zoë Bell | \n", + "2007 | \n", + "191 | \n", + "7.6 | \n", + "160350 | \n", + "25.03 | \n", + "NaN | \n", + "
| 543 | \n", + "544 | \n", + "P.S. I Love You | \n", + "Drama,Romance | \n", + "A young widow discovers that her late husband ... | \n", + "Richard LaGravenese | \n", + "Hilary Swank, Gerard Butler, Harry Connick Jr.... | \n", + "2007 | \n", + "126 | \n", + "7.1 | \n", + "177247 | \n", + "53.68 | \n", + "NaN | \n", + "
| 445 | \n", + "446 | \n", + "Silent Hill | \n", + "Adventure,Horror,Mystery | \n", + "A woman, Rose, goes in search for her adopted ... | \n", + "Christophe Gans | \n", + "Radha Mitchell, Laurie Holden, Sean Bean,Debor... | \n", + "2006 | \n", + "125 | \n", + "6.6 | \n", + "184152 | \n", + "46.98 | \n", + "NaN | \n", + "
| 755 | \n", + "756 | \n", + "The Road | \n", + "Adventure,Drama | \n", + "In a dangerous post-apocalyptic world, an aili... | \n", + "John Hillcoat | \n", + "Viggo Mortensen, Charlize Theron, Kodi Smit-Mc... | \n", + "2009 | \n", + "111 | \n", + "7.3 | \n", + "187302 | \n", + "0.06 | \n", + "NaN | \n", + "
| 969 | \n", + "970 | \n", + "The Lone Ranger | \n", + "Action,Adventure,Western | \n", + "Native American warrior Tonto recounts the unt... | \n", + "Gore Verbinski | \n", + "Johnny Depp, Armie Hammer, William Fichtner,To... | \n", + "2013 | \n", + "150 | \n", + "6.5 | \n", + "190855 | \n", + "89.29 | \n", + "NaN | \n", + "
| 971 | \n", + "972 | \n", + "Disturbia | \n", + "Drama,Mystery,Thriller | \n", + "A teen living under house arrest becomes convi... | \n", + "D.J. Caruso | \n", + "Shia LaBeouf, David Morse, Carrie-Anne Moss, S... | \n", + "2007 | \n", + "105 | \n", + "6.9 | \n", + "193491 | \n", + "80.05 | \n", + "NaN | \n", + "
| 766 | \n", + "767 | \n", + "Ender's Game | \n", + "Action,Sci-Fi | \n", + "Young Ender Wiggin is recruited by the Interna... | \n", + "Gavin Hood | \n", + "Harrison Ford, Asa Butterfield, Hailee Steinfe... | \n", + "2013 | \n", + "114 | \n", + "6.7 | \n", + "194236 | \n", + "61.66 | \n", + "NaN | \n", + "
| 417 | \n", + "418 | \n", + "Atonement | \n", + "Drama,Mystery,Romance | \n", + "Fledgling writer Briony Tallis, as a thirteen-... | \n", + "Joe Wright | \n", + "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", + "2007 | \n", + "123 | \n", + "7.8 | \n", + "202890 | \n", + "50.92 | \n", + "NaN | \n", + "
| 706 | \n", + "707 | \n", + "The Adjustment Bureau | \n", + "Romance,Sci-Fi,Thriller | \n", + "The affair between a politician and a contempo... | \n", + "George Nolfi | \n", + "Matt Damon, Emily Blunt, Lisa Thoreson, Floren... | \n", + "2011 | \n", + "106 | \n", + "7.1 | \n", + "208632 | \n", + "62.45 | \n", + "NaN | \n", + "
| 939 | \n", + "940 | \n", + "Up in the Air | \n", + "Drama,Romance | \n", + "Ryan Bingham enjoys living out of a suitcase f... | \n", + "Jason Reitman | \n", + "George Clooney, Vera Farmiga, Anna Kendrick,Ja... | \n", + "2009 | \n", + "109 | \n", + "7.4 | \n", + "279694 | \n", + "83.81 | \n", + "NaN | \n", + "
| 645 | \n", + "646 | \n", + "Gran Torino | \n", + "Drama | \n", + "Disgruntled Korean War veteran Walt Kowalski s... | \n", + "Clint Eastwood | \n", + "Clint Eastwood, Bee Vang, Christopher Carley,A... | \n", + "2008 | \n", + "116 | \n", + "8.2 | \n", + "595779 | \n", + "148.09 | \n", + "NaN | \n", + "
| 634 | \n", + "635 | \n", + "WALL·E | \n", + "Animation,Adventure,Family | \n", + "In the distant future, a small waste-collectin... | \n", + "Andrew Stanton | \n", + "Ben Burtt, Elissa Knight, Jeff Garlin, Fred Wi... | \n", + "2008 | \n", + "98 | \n", + "8.4 | \n", + "776897 | \n", + "223.81 | \n", + "NaN | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|
| count | \n", + "872.000000 | \n", + "872.000000 | \n", + "872.000000 | \n", + "872.000000 | \n", + "8.720000e+02 | \n", + "872.000000 | \n", + "838.000000 | \n", + "
| mean | \n", + "492.735092 | \n", + "2012.478211 | \n", + "114.783257 | \n", + "6.814335 | \n", + "1.909701e+05 | \n", + "82.956376 | \n", + "59.575179 | \n", + "
| std | \n", + "288.134843 | \n", + "3.183552 | \n", + "18.633144 | \n", + "0.881674 | \n", + "1.921325e+05 | \n", + "103.253540 | \n", + "16.952416 | \n", + "
| min | \n", + "1.000000 | \n", + "2006.000000 | \n", + "66.000000 | \n", + "1.900000 | \n", + "1.780000e+02 | \n", + "0.000000 | \n", + "11.000000 | \n", + "
| 25% | \n", + "243.750000 | \n", + "2010.000000 | \n", + "101.000000 | \n", + "6.300000 | \n", + "6.062750e+04 | \n", + "13.270000 | \n", + "47.000000 | \n", + "
| 50% | \n", + "488.500000 | \n", + "2013.000000 | \n", + "112.000000 | \n", + "6.900000 | \n", + "1.346540e+05 | \n", + "47.985000 | \n", + "60.000000 | \n", + "
| 75% | \n", + "739.250000 | \n", + "2015.000000 | \n", + "125.000000 | \n", + "7.500000 | \n", + "2.678330e+05 | \n", + "113.715000 | \n", + "72.000000 | \n", + "
| max | \n", + "1000.000000 | \n", + "2016.000000 | \n", + "191.000000 | \n", + "9.000000 | \n", + "1.791916e+06 | \n", + "936.630000 | \n", + "100.000000 | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|
| count | \n", + "756.000000 | \n", + "756.000000 | \n", + "756.000000 | \n", + "756.000000 | \n", + "7.560000e+02 | \n", + "756.000000 | \n", + "729.00000 | \n", + "
| mean | \n", + "483.989418 | \n", + "2012.023810 | \n", + "115.861111 | \n", + "6.893386 | \n", + "2.183116e+05 | \n", + "94.058519 | \n", + "59.76406 | \n", + "
| std | \n", + "285.624604 | \n", + "3.141597 | \n", + "18.587200 | \n", + "0.853778 | \n", + "1.922164e+05 | \n", + "106.309789 | \n", + "16.76680 | \n", + "
| min | \n", + "1.000000 | \n", + "2006.000000 | \n", + "81.000000 | \n", + "1.900000 | \n", + "3.003500e+04 | \n", + "0.010000 | \n", + "15.00000 | \n", + "
| 25% | \n", + "241.750000 | \n", + "2010.000000 | \n", + "102.000000 | \n", + "6.300000 | \n", + "8.797600e+04 | \n", + "25.022500 | \n", + "48.00000 | \n", + "
| 50% | \n", + "468.500000 | \n", + "2013.000000 | \n", + "113.000000 | \n", + "7.000000 | \n", + "1.592970e+05 | \n", + "58.315000 | \n", + "60.00000 | \n", + "
| 75% | \n", + "726.250000 | \n", + "2015.000000 | \n", + "126.000000 | \n", + "7.500000 | \n", + "2.951010e+05 | \n", + "127.407500 | \n", + "72.00000 | \n", + "
| max | \n", + "998.000000 | \n", + "2016.000000 | \n", + "191.000000 | \n", + "9.000000 | \n", + "1.791916e+06 | \n", + "936.630000 | \n", + "100.00000 | \n", + "
| \n", + " | Aamir | \n", + "ga_first_name | \n", + "ga_gender | \n", + "ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|---|---|---|
| 0 | \n", + "Abdellatif | \n", + "Abdellatif | \n", + "male | \n", + "98.0 | \n", + "2811.0 | \n", + "
| 1 | \n", + "Adam | \n", + "Adam | \n", + "male | \n", + "99.0 | \n", + "101742.0 | \n", + "
| 2 | \n", + "Akiva | \n", + "Akiva | \n", + "male | \n", + "96.0 | \n", + "82.0 | \n", + "
| 3 | \n", + "Alan | \n", + "Alan | \n", + "male | \n", + "99.0 | \n", + "44635.0 | \n", + "
| 4 | \n", + "Albert | \n", + "Albert | \n", + "male | \n", + "98.0 | \n", + "31368.0 | \n", + "
| \n", + " | ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|
| count | \n", + "269.000000 | \n", + "269.000000 | \n", + "
| mean | \n", + "94.907063 | \n", + "34596.427509 | \n", + "
| std | \n", + "8.705522 | \n", + "48960.740264 | \n", + "
| min | \n", + "53.000000 | \n", + "3.000000 | \n", + "
| 25% | \n", + "96.000000 | \n", + "2786.000000 | \n", + "
| 50% | \n", + "99.000000 | \n", + "16621.000000 | \n", + "
| 75% | \n", + "99.000000 | \n", + "48262.000000 | \n", + "
| max | \n", + "100.000000 | \n", + "381770.000000 | \n", + "
| \n", + " | Aamir | \n", + "ga_first_name | \n", + "ga_gender | \n", + "ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|---|---|---|
| 15 | \n", + "Ang | \n", + "Ang | \n", + "female | \n", + "53.0 | \n", + "1491.0 | \n", + "
| 120 | \n", + "Jemaine | \n", + "Jemaine | \n", + "male | \n", + "60.0 | \n", + "20.0 | \n", + "
| 77 | \n", + "Eli | \n", + "Eli | \n", + "female | \n", + "61.0 | \n", + "13642.0 | \n", + "
| 202 | \n", + "Peyton | \n", + "Peyton | \n", + "female | \n", + "62.0 | \n", + "893.0 | \n", + "
| 225 | \n", + "S. | \n", + "S. | \n", + "male | \n", + "64.0 | \n", + "1577.0 | \n", + "
| 43 | \n", + "Cary | \n", + "Cary | \n", + "male | \n", + "64.0 | \n", + "1377.0 | \n", + "
| 158 | \n", + "Lone | \n", + "Lone | \n", + "female | \n", + "66.0 | \n", + "1034.0 | \n", + "
| 268 | \n", + "Yimou | \n", + "Yimou | \n", + "male | \n", + "67.0 | \n", + "3.0 | \n", + "
| 156 | \n", + "Lenny | \n", + "Lenny | \n", + "male | \n", + "67.0 | \n", + "3316.0 | \n", + "
| 85 | \n", + "Fede | \n", + "Fede | \n", + "male | \n", + "68.0 | \n", + "6402.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 751 | \n", + "993 | \n", + "Take Me Home Tonight | \n", + "Comedy,Drama,Romance | \n", + "Four years after graduation, an awkward high s... | \n", + "Michael Dowse | \n", + "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", + "2011 | \n", + "97 | \n", + "6.3 | \n", + "45419 | \n", + "6.92 | \n", + "NaN | \n", + "Michael | \n", + "Dowse | \n", + "
| 752 | \n", + "994 | \n", + "Resident Evil: Afterlife | \n", + "Action,Adventure,Horror | \n", + "While still out to destroy the evil Umbrella C... | \n", + "Paul W.S. Anderson | \n", + "Milla Jovovich, Ali Larter, Wentworth Miller,K... | \n", + "2010 | \n", + "97 | \n", + "5.9 | \n", + "140900 | \n", + "60.13 | \n", + "37.0 | \n", + "Paul | \n", + "W.S. Anderson | \n", + "
| 753 | \n", + "995 | \n", + "Project X | \n", + "Comedy | \n", + "3 high school seniors throw a birthday party t... | \n", + "Nima Nourizadeh | \n", + "Thomas Mann, Oliver Cooper, Jonathan Daniel Br... | \n", + "2012 | \n", + "88 | \n", + "6.7 | \n", + "164088 | \n", + "54.72 | \n", + "48.0 | \n", + "Nima | \n", + "Nourizadeh | \n", + "
| 754 | \n", + "997 | \n", + "Hostel: Part II | \n", + "Horror | \n", + "Three American college students studying abroa... | \n", + "Eli Roth | \n", + "Lauren German, Heather Matarazzo, Bijou Philli... | \n", + "2007 | \n", + "94 | \n", + "5.5 | \n", + "73152 | \n", + "17.54 | \n", + "46.0 | \n", + "Eli | \n", + "Roth | \n", + "
| 755 | \n", + "998 | \n", + "Step Up 2: The Streets | \n", + "Drama,Music,Romance | \n", + "Romantic sparks occur between two dance studen... | \n", + "Jon M. Chu | \n", + "Robert Hoffman, Briana Evigan, Cassie Ventura,... | \n", + "2008 | \n", + "98 | \n", + "6.2 | \n", + "70699 | \n", + "58.01 | \n", + "50.0 | \n", + "Jon | \n", + "M. Chu | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "
|---|---|---|---|---|---|
| Rank | \n", + "1.000000 | \n", + "-0.384864 | \n", + "-0.263368 | \n", + "-0.313589 | \n", + "-0.288063 | \n", + "
| Year | \n", + "-0.384864 | \n", + "1.000000 | \n", + "-0.090160 | \n", + "-0.269849 | \n", + "-0.029980 | \n", + "
| Rating | \n", + "-0.263368 | \n", + "-0.090160 | \n", + "1.000000 | \n", + "0.514056 | \n", + "0.189275 | \n", + "
| Votes | \n", + "-0.313589 | \n", + "-0.269849 | \n", + "0.514056 | \n", + "1.000000 | \n", + "0.604439 | \n", + "
| Revenue (Millions) | \n", + "-0.288063 | \n", + "-0.029980 | \n", + "0.189275 | \n", + "0.604439 | \n", + "1.000000 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "757.074 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "485.820 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "157.606 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "60.545 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "393.727 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "Revenue_Classification | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "757.074 | \n", + "high | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "485.820 | \n", + "average | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "157.606 | \n", + "high | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "60.545 | \n", + "high | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "393.727 | \n", + "high | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "Revenue_Classification | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 | \n", + "51 | \n", + "Star Wars: Episode VII - The Force Awakens | \n", + "Action,Adventure,Fantasy | \n", + "Three decades after the defeat of the Galactic... | \n", + "J.J. Abrams | \n", + "Daisy Ridley, John Boyega, Oscar Isaac, Domhna... | \n", + "2015 | \n", + "136 | \n", + "8.1 | \n", + "661608 | \n", + "936.63 | \n", + "81.0 | \n", + "J.J. | \n", + "Abrams | \n", + "male | \n", + "661.608 | \n", + "top | \n", + "
| 68 | \n", + "88 | \n", + "Avatar | \n", + "Action,Adventure,Fantasy | \n", + "A paraplegic marine dispatched to the moon Pan... | \n", + "James Cameron | \n", + "Sam Worthington, Zoe Saldana, Sigourney Weaver... | \n", + "2009 | \n", + "162 | \n", + "7.8 | \n", + "935408 | \n", + "760.51 | \n", + "83.0 | \n", + "James | \n", + "Cameron | \n", + "male | \n", + "935.408 | \n", + "top | \n", + "
| 67 | \n", + "86 | \n", + "Jurassic World | \n", + "Action,Adventure,Sci-Fi | \n", + "A new theme park, built on the original site o... | \n", + "Colin Trevorrow | \n", + "Chris Pratt, Bryce Dallas Howard, Ty Simpkins,... | \n", + "2015 | \n", + "124 | \n", + "7.0 | \n", + "455169 | \n", + "652.18 | \n", + "59.0 | \n", + "Colin | \n", + "Trevorrow | \n", + "male | \n", + "455.169 | \n", + "top | \n", + "
| 58 | \n", + "77 | \n", + "The Avengers | \n", + "Action,Sci-Fi | \n", + "Earth's mightiest heroes must come together an... | \n", + "Joss Whedon | \n", + "Robert Downey Jr., Chris Evans, Scarlett Johan... | \n", + "2012 | \n", + "143 | \n", + "8.1 | \n", + "1045588 | \n", + "623.28 | \n", + "69.0 | \n", + "Joss | \n", + "Whedon | \n", + "male | \n", + "1045.588 | \n", + "top | \n", + "
| 40 | \n", + "55 | \n", + "The Dark Knight | \n", + "Action,Crime,Drama | \n", + "When the menace known as the Joker wreaks havo... | \n", + "Christopher Nolan | \n", + "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", + "2008 | \n", + "152 | \n", + "9.0 | \n", + "1791916 | \n", + "533.32 | \n", + "82.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "1791.916 | \n", + "top | \n", + "
| \n", + " | Rating | \n", + "
|---|---|
| Year | \n", + "\n", + " |
| 2006 | \n", + "7.130952 | \n", + "
| 2007 | \n", + "7.175000 | \n", + "
| 2008 | \n", + "6.778431 | \n", + "
| 2009 | \n", + "6.929787 | \n", + "
| 2010 | \n", + "6.894737 | \n", + "
| \n", + " | Votes (Thousands) | \n", + "
|---|---|
| Year | \n", + "\n", + " |
| 2006 | \n", + "275.016024 | \n", + "
| 2007 | \n", + "260.963542 | \n", + "
| 2008 | \n", + "279.656765 | \n", + "
| 2009 | \n", + "265.747277 | \n", + "
| 2010 | \n", + "261.082930 | \n", + "
| \n", + " | Votes (Thousands) | \n", + "Rating | \n", + "
|---|---|---|
| Year | \n", + "\n", + " | \n", + " |
| 2006 | \n", + "275.016024 | \n", + "7.130952 | \n", + "
| 2007 | \n", + "260.963542 | \n", + "7.175000 | \n", + "
| 2008 | \n", + "279.656765 | \n", + "6.778431 | \n", + "
| 2009 | \n", + "265.747277 | \n", + "6.929787 | \n", + "
| 2010 | \n", + "261.082930 | \n", + "6.894737 | \n", + "
| \n", + " | Votes (Thousands) | \n", + "Rating | \n", + "no. of movies | \n", + "
|---|---|---|---|
| Year | \n", + "\n", + " | \n", + " | \n", + " |
| 2006 | \n", + "275.016024 | \n", + "7.130952 | \n", + "42 | \n", + "
| 2007 | \n", + "260.963542 | \n", + "7.175000 | \n", + "48 | \n", + "
| 2008 | \n", + "279.656765 | \n", + "6.778431 | \n", + "51 | \n", + "
| 2009 | \n", + "265.747277 | \n", + "6.929787 | \n", + "47 | \n", + "
| 2010 | \n", + "261.082930 | \n", + "6.894737 | \n", + "57 | \n", + "
| \n", + " | genre | \n", + "counts | \n", + "
|---|---|---|
| 13 | \n", + "Drama | \n", + "356 | \n", + "
| 19 | \n", + "Action | \n", + "267 | \n", + "
| 17 | \n", + "Adventure | \n", + "240 | \n", + "
| 5 | \n", + "Comedy | \n", + "220 | \n", + "
| 7 | \n", + "Thriller | \n", + "132 | \n", + "
| 2 | \n", + "Crime | \n", + "119 | \n", + "
| 8 | \n", + "Romance | \n", + "107 | \n", + "
| 3 | \n", + "Sci-Fi | \n", + "104 | \n", + "
| 0 | \n", + "Fantasy | \n", + "88 | \n", + "
| 18 | \n", + "Mystery | \n", + "85 | \n", + "
| 9 | \n", + "Horror | \n", + "76 | \n", + "
| 10 | \n", + "Biography | \n", + "58 | \n", + "
| 4 | \n", + "Animation | \n", + "44 | \n", + "
| 14 | \n", + "Family | \n", + "41 | \n", + "
| 6 | \n", + "History | \n", + "22 | \n", + "
| 1 | \n", + "Music | \n", + "14 | \n", + "
| 12 | \n", + "Sport | \n", + "13 | \n", + "
| 15 | \n", + "War | \n", + "8 | \n", + "
| 11 | \n", + "Western | \n", + "5 | \n", + "
| 16 | \n", + "Musical | \n", + "5 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "757.074 | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "485.820 | \n", + "average | \n", + "Adventure | \n", + "Mystery | \n", + "Sci-Fi | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "157.606 | \n", + "high | \n", + "Horror | \n", + "Thriller | \n", + "None | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "60.545 | \n", + "high | \n", + "Animation | \n", + "Comedy | \n", + "Family | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "393.727 | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Fantasy | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "Votes (Thousands) | \n", + "Revenue_Classification | \n", + "Genre_1 | \n", + "Genre_2 | \n", + "Genre_3 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | \n", + "55 | \n", + "The Dark Knight | \n", + "Action,Crime,Drama | \n", + "When the menace known as the Joker wreaks havo... | \n", + "Christopher Nolan | \n", + "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", + "2008 | \n", + "152 | \n", + "9.0 | \n", + "1791916 | \n", + "533.32 | \n", + "82.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "1791.916 | \n", + "top | \n", + "Action | \n", + "Crime | \n", + "Drama | \n", + "
| 91 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "Nitesh | \n", + "Tiwari | \n", + "male | \n", + "48.969 | \n", + "low | \n", + "Action | \n", + "Biography | \n", + "Drama | \n", + "
| 62 | \n", + "81 | \n", + "Inception | \n", + "Action,Adventure,Sci-Fi | \n", + "A thief, who steals corporate secrets through ... | \n", + "Christopher Nolan | \n", + "Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen... | \n", + "2010 | \n", + "148 | \n", + "8.8 | \n", + "1583625 | \n", + "292.57 | \n", + "74.0 | \n", + "Christopher | \n", + "Nolan | \n", + "male | \n", + "1583.625 | \n", + "high | \n", + "Action | \n", + "Adventure | \n", + "Sci-Fi | \n", + "
| 195 | \n", + "250 | \n", + "The Intouchables | \n", + "Biography,Comedy,Drama | \n", + "After he becomes a quadriplegic from a paragli... | \n", + "Olivier Nakache | \n", + "François Cluzet, Omar Sy, Anne Le Ny, Audrey F... | \n", + "2011 | \n", + "112 | \n", + "8.6 | \n", + "557965 | \n", + "13.18 | \n", + "57.0 | \n", + "Olivier | \n", + "Nakache | \n", + "male | \n", + "557.965 | \n", + "low | \n", + "Biography | \n", + "Comedy | \n", + "Drama | \n", + "
| 77 | \n", + "97 | \n", + "Kimi no na wa | \n", + "Animation,Drama,Fantasy | \n", + "Two strangers find themselves linked in a biza... | \n", + "Makoto Shinkai | \n", + "Ryûnosuke Kamiki, Mone Kamishiraishi, Ryô Nari... | \n", + "2016 | \n", + "106 | \n", + "8.6 | \n", + "34110 | \n", + "4.68 | \n", + "79.0 | \n", + "Makoto | \n", + "Shinkai | \n", + "male | \n", + "34.110 | \n", + "low | \n", + "Animation | \n", + "Drama | \n", + "Fantasy | \n", + "
| \n", + " | Rating | \n", + "Votes (Thousands) | \n", + "
|---|---|---|
| 0 | \n", + "9.0 | \n", + "1791.916 | \n", + "
| 1 | \n", + "8.8 | \n", + "48.969 | \n", + "
| 2 | \n", + "8.8 | \n", + "1583.625 | \n", + "
| 3 | \n", + "8.6 | \n", + "34.110 | \n", + "
| 4 | \n", + "8.6 | \n", + "557.965 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26 | \n", + "27 | \n", + "Bahubali: The Beginning | \n", + "Action,Adventure,Drama | \n", + "In ancient India, an adventurous and daring ma... | \n", + "S.S. Rajamouli | \n", + "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", + "2015 | \n", + "159 | \n", + "8.3 | \n", + "76193 | \n", + "6.50 | \n", + "NaN | \n", + "
| 27 | \n", + "28 | \n", + "Dead Awake | \n", + "Horror,Thriller | \n", + "A young woman must save herself and her friend... | \n", + "Phillip Guzman | \n", + "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", + "2016 | \n", + "99 | \n", + "4.7 | \n", + "523 | \n", + "0.01 | \n", + "NaN | \n", + "
| 117 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "
| 402 | \n", + "403 | \n", + "Bronson | \n", + "Action,Biography,Crime | \n", + "A young man who was sentenced to seven years i... | \n", + "Nicolas Winding Refn | \n", + "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", + "2008 | \n", + "92 | \n", + "7.1 | \n", + "93972 | \n", + "0.10 | \n", + "NaN | \n", + "
| 417 | \n", + "418 | \n", + "Atonement | \n", + "Drama,Mystery,Romance | \n", + "Fledgling writer Briony Tallis, as a thirteen-... | \n", + "Joe Wright | \n", + "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", + "2007 | \n", + "123 | \n", + "7.8 | \n", + "202890 | \n", + "50.92 | \n", + "NaN | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | \n", + "28 | \n", + "Dead Awake | \n", + "Horror,Thriller | \n", + "A young woman must save herself and her friend... | \n", + "Phillip Guzman | \n", + "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", + "2016 | \n", + "99 | \n", + "4.7 | \n", + "523 | \n", + "0.01 | \n", + "NaN | \n", + "
| 747 | \n", + "748 | \n", + "Rules Don't Apply | \n", + "Comedy,Drama,Romance | \n", + "The unconventional love story of an aspiring a... | \n", + "Warren Beatty | \n", + "Lily Collins, Haley Bennett, Taissa Farmiga, S... | \n", + "2016 | \n", + "127 | \n", + "5.7 | \n", + "3731 | \n", + "3.65 | \n", + "NaN | \n", + "
| 826 | \n", + "827 | \n", + "Shut In | \n", + "Drama,Horror,Thriller | \n", + "A heart-pounding thriller about a widowed chil... | \n", + "Farren Blackburn | \n", + "Naomi Watts, Charlie Heaton, Jacob Tremblay,Ol... | \n", + "2016 | \n", + "91 | \n", + "4.6 | \n", + "5715 | \n", + "6.88 | \n", + "NaN | \n", + "
| 692 | \n", + "693 | \n", + "Genius | \n", + "Biography,Drama | \n", + "A chronicle of Max Perkins's time as the book ... | \n", + "Michael Grandage | \n", + "Colin Firth, Jude Law, Nicole Kidman, Laura Li... | \n", + "2016 | \n", + "104 | \n", + "6.5 | \n", + "10708 | \n", + "1.36 | \n", + "NaN | \n", + "
| 696 | \n", + "697 | \n", + "10 Years | \n", + "Comedy,Drama,Romance | \n", + "The night before their high school reunion, a ... | \n", + "Jamie Linden | \n", + "Channing Tatum, Rosario Dawson, Chris Pratt, J... | \n", + "2011 | \n", + "100 | \n", + "6.1 | \n", + "19636 | \n", + "0.20 | \n", + "NaN | \n", + "
| 648 | \n", + "649 | \n", + "Sleeping Beauty | \n", + "Drama,Romance | \n", + "A haunting portrait of Lucy, a young universit... | \n", + "Julia Leigh | \n", + "Emily Browning, Rachael Blake, Ewen Leslie, Br... | \n", + "2011 | \n", + "101 | \n", + "5.3 | \n", + "27006 | \n", + "0.03 | \n", + "NaN | \n", + "
| 779 | \n", + "780 | \n", + "The Man Who Knew Infinity | \n", + "Biography,Drama | \n", + "The story of the life and academic career of t... | \n", + "Matt Brown | \n", + "Dev Patel, Jeremy Irons, Malcolm Sinclair, Rag... | \n", + "2015 | \n", + "108 | \n", + "7.2 | \n", + "29912 | \n", + "3.86 | \n", + "NaN | \n", + "
| 992 | \n", + "993 | \n", + "Take Me Home Tonight | \n", + "Comedy,Drama,Romance | \n", + "Four years after graduation, an awkward high s... | \n", + "Michael Dowse | \n", + "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", + "2011 | \n", + "97 | \n", + "6.3 | \n", + "45419 | \n", + "6.92 | \n", + "NaN | \n", + "
| 117 | \n", + "118 | \n", + "Dangal | \n", + "Action,Biography,Drama | \n", + "Former wrestler Mahavir Singh Phogat and his t... | \n", + "Nitesh Tiwari | \n", + "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", + "2016 | \n", + "161 | \n", + "8.8 | \n", + "48969 | \n", + "11.15 | \n", + "NaN | \n", + "
| 429 | \n", + "430 | \n", + "The Purge: Election Year | \n", + "Action,Horror,Sci-Fi | \n", + "Former Police Sergeant Barnes becomes head of ... | \n", + "James DeMonaco | \n", + "Frank Grillo, Elizabeth Mitchell, Mykelti Will... | \n", + "2016 | \n", + "109 | \n", + "6.0 | \n", + "54216 | \n", + "79.00 | \n", + "NaN | \n", + "
| 484 | \n", + "485 | \n", + "Angry Birds | \n", + "Animation,Action,Adventure | \n", + "Find out why the birds are so angry. When an i... | \n", + "Clay Kaytis | \n", + "Jason Sudeikis, Josh Gad, Danny McBride, Maya ... | \n", + "2016 | \n", + "97 | \n", + "6.3 | \n", + "55781 | \n", + "107.51 | \n", + "NaN | \n", + "
| 896 | \n", + "897 | \n", + "Concussion | \n", + "Biography,Drama,Sport | \n", + "In Pittsburgh, accomplished pathologist Dr. Be... | \n", + "Peter Landesman | \n", + "Will Smith, Alec Baldwin, Albert Brooks, David... | \n", + "2015 | \n", + "123 | \n", + "7.1 | \n", + "61274 | \n", + "34.53 | \n", + "NaN | \n", + "
| 989 | \n", + "990 | \n", + "Selma | \n", + "Biography,Drama,History | \n", + "A chronicle of Martin Luther King's campaign t... | \n", + "Ava DuVernay | \n", + "David Oyelowo, Carmen Ejogo, Tim Roth, Lorrain... | \n", + "2014 | \n", + "128 | \n", + "7.5 | \n", + "67637 | \n", + "52.07 | \n", + "NaN | \n", + "
| 700 | \n", + "701 | \n", + "Funny Games | \n", + "Crime,Drama,Horror | \n", + "Two psychopathic young men take a family hosta... | \n", + "Michael Haneke | \n", + "Naomi Watts, Tim Roth, Michael Pitt, Brady Corbet | \n", + "2007 | \n", + "111 | \n", + "6.5 | \n", + "73835 | \n", + "1.29 | \n", + "NaN | \n", + "
| 26 | \n", + "27 | \n", + "Bahubali: The Beginning | \n", + "Action,Adventure,Drama | \n", + "In ancient India, an adventurous and daring ma... | \n", + "S.S. Rajamouli | \n", + "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", + "2015 | \n", + "159 | \n", + "8.3 | \n", + "76193 | \n", + "6.50 | \n", + "NaN | \n", + "
| 435 | \n", + "436 | \n", + "Filth | \n", + "Comedy,Crime,Drama | \n", + "A corrupt, junkie cop with bipolar disorder at... | \n", + "Jon S. Baird | \n", + "James McAvoy, Jamie Bell, Eddie Marsan, Imogen... | \n", + "2013 | \n", + "97 | \n", + "7.1 | \n", + "81301 | \n", + "0.03 | \n", + "NaN | \n", + "
| 758 | \n", + "759 | \n", + "Conan the Barbarian | \n", + "Action,Adventure,Fantasy | \n", + "A vengeful barbarian warrior sets off to get h... | \n", + "Marcus Nispel | \n", + "Jason Momoa, Ron Perlman, Rose McGowan,Stephen... | \n", + "2011 | \n", + "113 | \n", + "5.2 | \n", + "84893 | \n", + "21.27 | \n", + "NaN | \n", + "
| 967 | \n", + "968 | \n", + "The Walk | \n", + "Adventure,Biography,Crime | \n", + "In 1974, high-wire artist Philippe Petit recru... | \n", + "Robert Zemeckis | \n", + "Joseph Gordon-Levitt, Charlotte Le Bon,Guillau... | \n", + "2015 | \n", + "123 | \n", + "7.3 | \n", + "92378 | \n", + "10.14 | \n", + "NaN | \n", + "
| 946 | \n", + "947 | \n", + "The Butler | \n", + "Biography,Drama | \n", + "As Cecil Gaines serves eight presidents during... | \n", + "Lee Daniels | \n", + "Forest Whitaker, Oprah Winfrey, John Cusack, J... | \n", + "2013 | \n", + "132 | \n", + "7.2 | \n", + "93322 | \n", + "116.63 | \n", + "NaN | \n", + "
| 402 | \n", + "403 | \n", + "Bronson | \n", + "Action,Biography,Crime | \n", + "A young man who was sentenced to seven years i... | \n", + "Nicolas Winding Refn | \n", + "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", + "2008 | \n", + "92 | \n", + "7.1 | \n", + "93972 | \n", + "0.10 | \n", + "NaN | \n", + "
| 891 | \n", + "892 | \n", + "This Is 40 | \n", + "Comedy,Romance | \n", + "Pete and Debbie are both about to turn 40, the... | \n", + "Judd Apatow | \n", + "Paul Rudd, Leslie Mann, Maude Apatow, Iris Apatow | \n", + "2012 | \n", + "134 | \n", + "6.2 | \n", + "108156 | \n", + "67.52 | \n", + "NaN | \n", + "
| 929 | \n", + "930 | \n", + "The Master | \n", + "Drama | \n", + "A Naval veteran arrives home from war unsettle... | \n", + "Paul Thomas Anderson | \n", + "Philip Seymour Hoffman, Joaquin Phoenix,Amy Ad... | \n", + "2012 | \n", + "144 | \n", + "7.1 | \n", + "112902 | \n", + "16.38 | \n", + "NaN | \n", + "
| 828 | \n", + "829 | \n", + "Grindhouse | \n", + "Action,Horror,Thriller | \n", + "Quentin Tarantino and Robert Rodriguez's homag... | \n", + "Robert Rodriguez | \n", + "Kurt Russell, Rose McGowan, Danny Trejo, Zoë Bell | \n", + "2007 | \n", + "191 | \n", + "7.6 | \n", + "160350 | \n", + "25.03 | \n", + "NaN | \n", + "
| 543 | \n", + "544 | \n", + "P.S. I Love You | \n", + "Drama,Romance | \n", + "A young widow discovers that her late husband ... | \n", + "Richard LaGravenese | \n", + "Hilary Swank, Gerard Butler, Harry Connick Jr.... | \n", + "2007 | \n", + "126 | \n", + "7.1 | \n", + "177247 | \n", + "53.68 | \n", + "NaN | \n", + "
| 445 | \n", + "446 | \n", + "Silent Hill | \n", + "Adventure,Horror,Mystery | \n", + "A woman, Rose, goes in search for her adopted ... | \n", + "Christophe Gans | \n", + "Radha Mitchell, Laurie Holden, Sean Bean,Debor... | \n", + "2006 | \n", + "125 | \n", + "6.6 | \n", + "184152 | \n", + "46.98 | \n", + "NaN | \n", + "
| 755 | \n", + "756 | \n", + "The Road | \n", + "Adventure,Drama | \n", + "In a dangerous post-apocalyptic world, an aili... | \n", + "John Hillcoat | \n", + "Viggo Mortensen, Charlize Theron, Kodi Smit-Mc... | \n", + "2009 | \n", + "111 | \n", + "7.3 | \n", + "187302 | \n", + "0.06 | \n", + "NaN | \n", + "
| 969 | \n", + "970 | \n", + "The Lone Ranger | \n", + "Action,Adventure,Western | \n", + "Native American warrior Tonto recounts the unt... | \n", + "Gore Verbinski | \n", + "Johnny Depp, Armie Hammer, William Fichtner,To... | \n", + "2013 | \n", + "150 | \n", + "6.5 | \n", + "190855 | \n", + "89.29 | \n", + "NaN | \n", + "
| 971 | \n", + "972 | \n", + "Disturbia | \n", + "Drama,Mystery,Thriller | \n", + "A teen living under house arrest becomes convi... | \n", + "D.J. Caruso | \n", + "Shia LaBeouf, David Morse, Carrie-Anne Moss, S... | \n", + "2007 | \n", + "105 | \n", + "6.9 | \n", + "193491 | \n", + "80.05 | \n", + "NaN | \n", + "
| 766 | \n", + "767 | \n", + "Ender's Game | \n", + "Action,Sci-Fi | \n", + "Young Ender Wiggin is recruited by the Interna... | \n", + "Gavin Hood | \n", + "Harrison Ford, Asa Butterfield, Hailee Steinfe... | \n", + "2013 | \n", + "114 | \n", + "6.7 | \n", + "194236 | \n", + "61.66 | \n", + "NaN | \n", + "
| 417 | \n", + "418 | \n", + "Atonement | \n", + "Drama,Mystery,Romance | \n", + "Fledgling writer Briony Tallis, as a thirteen-... | \n", + "Joe Wright | \n", + "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", + "2007 | \n", + "123 | \n", + "7.8 | \n", + "202890 | \n", + "50.92 | \n", + "NaN | \n", + "
| 706 | \n", + "707 | \n", + "The Adjustment Bureau | \n", + "Romance,Sci-Fi,Thriller | \n", + "The affair between a politician and a contempo... | \n", + "George Nolfi | \n", + "Matt Damon, Emily Blunt, Lisa Thoreson, Floren... | \n", + "2011 | \n", + "106 | \n", + "7.1 | \n", + "208632 | \n", + "62.45 | \n", + "NaN | \n", + "
| 939 | \n", + "940 | \n", + "Up in the Air | \n", + "Drama,Romance | \n", + "Ryan Bingham enjoys living out of a suitcase f... | \n", + "Jason Reitman | \n", + "George Clooney, Vera Farmiga, Anna Kendrick,Ja... | \n", + "2009 | \n", + "109 | \n", + "7.4 | \n", + "279694 | \n", + "83.81 | \n", + "NaN | \n", + "
| 645 | \n", + "646 | \n", + "Gran Torino | \n", + "Drama | \n", + "Disgruntled Korean War veteran Walt Kowalski s... | \n", + "Clint Eastwood | \n", + "Clint Eastwood, Bee Vang, Christopher Carley,A... | \n", + "2008 | \n", + "116 | \n", + "8.2 | \n", + "595779 | \n", + "148.09 | \n", + "NaN | \n", + "
| 634 | \n", + "635 | \n", + "WALL·E | \n", + "Animation,Adventure,Family | \n", + "In the distant future, a small waste-collectin... | \n", + "Andrew Stanton | \n", + "Ben Burtt, Elissa Knight, Jeff Garlin, Fred Wi... | \n", + "2008 | \n", + "98 | \n", + "8.4 | \n", + "776897 | \n", + "223.81 | \n", + "NaN | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|
| count | \n", + "872.000000 | \n", + "872.000000 | \n", + "872.000000 | \n", + "872.000000 | \n", + "8.720000e+02 | \n", + "872.000000 | \n", + "838.000000 | \n", + "
| mean | \n", + "492.735092 | \n", + "2012.478211 | \n", + "114.783257 | \n", + "6.814335 | \n", + "1.909701e+05 | \n", + "82.956376 | \n", + "59.575179 | \n", + "
| std | \n", + "288.134843 | \n", + "3.183552 | \n", + "18.633144 | \n", + "0.881674 | \n", + "1.921325e+05 | \n", + "103.253540 | \n", + "16.952416 | \n", + "
| min | \n", + "1.000000 | \n", + "2006.000000 | \n", + "66.000000 | \n", + "1.900000 | \n", + "1.780000e+02 | \n", + "0.000000 | \n", + "11.000000 | \n", + "
| 25% | \n", + "243.750000 | \n", + "2010.000000 | \n", + "101.000000 | \n", + "6.300000 | \n", + "6.062750e+04 | \n", + "13.270000 | \n", + "47.000000 | \n", + "
| 50% | \n", + "488.500000 | \n", + "2013.000000 | \n", + "112.000000 | \n", + "6.900000 | \n", + "1.346540e+05 | \n", + "47.985000 | \n", + "60.000000 | \n", + "
| 75% | \n", + "739.250000 | \n", + "2015.000000 | \n", + "125.000000 | \n", + "7.500000 | \n", + "2.678330e+05 | \n", + "113.715000 | \n", + "72.000000 | \n", + "
| max | \n", + "1000.000000 | \n", + "2016.000000 | \n", + "191.000000 | \n", + "9.000000 | \n", + "1.791916e+06 | \n", + "936.630000 | \n", + "100.000000 | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "
|---|---|---|---|---|---|---|---|
| count | \n", + "756.000000 | \n", + "756.000000 | \n", + "756.000000 | \n", + "756.000000 | \n", + "7.560000e+02 | \n", + "756.000000 | \n", + "729.00000 | \n", + "
| mean | \n", + "483.989418 | \n", + "2012.023810 | \n", + "115.861111 | \n", + "6.893386 | \n", + "2.183116e+05 | \n", + "94.058519 | \n", + "59.76406 | \n", + "
| std | \n", + "285.624604 | \n", + "3.141597 | \n", + "18.587200 | \n", + "0.853778 | \n", + "1.922164e+05 | \n", + "106.309789 | \n", + "16.76680 | \n", + "
| min | \n", + "1.000000 | \n", + "2006.000000 | \n", + "81.000000 | \n", + "1.900000 | \n", + "3.003500e+04 | \n", + "0.010000 | \n", + "15.00000 | \n", + "
| 25% | \n", + "241.750000 | \n", + "2010.000000 | \n", + "102.000000 | \n", + "6.300000 | \n", + "8.797600e+04 | \n", + "25.022500 | \n", + "48.00000 | \n", + "
| 50% | \n", + "468.500000 | \n", + "2013.000000 | \n", + "113.000000 | \n", + "7.000000 | \n", + "1.592970e+05 | \n", + "58.315000 | \n", + "60.00000 | \n", + "
| 75% | \n", + "726.250000 | \n", + "2015.000000 | \n", + "126.000000 | \n", + "7.500000 | \n", + "2.951010e+05 | \n", + "127.407500 | \n", + "72.00000 | \n", + "
| max | \n", + "998.000000 | \n", + "2016.000000 | \n", + "191.000000 | \n", + "9.000000 | \n", + "1.791916e+06 | \n", + "936.630000 | \n", + "100.00000 | \n", + "
| \n", + " | Aamir | \n", + "ga_first_name | \n", + "ga_gender | \n", + "ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|---|---|---|
| 0 | \n", + "Abdellatif | \n", + "Abdellatif | \n", + "male | \n", + "98.0 | \n", + "2811.0 | \n", + "
| 1 | \n", + "Adam | \n", + "Adam | \n", + "male | \n", + "99.0 | \n", + "101742.0 | \n", + "
| 2 | \n", + "Akiva | \n", + "Akiva | \n", + "male | \n", + "96.0 | \n", + "82.0 | \n", + "
| 3 | \n", + "Alan | \n", + "Alan | \n", + "male | \n", + "99.0 | \n", + "44635.0 | \n", + "
| 4 | \n", + "Albert | \n", + "Albert | \n", + "male | \n", + "98.0 | \n", + "31368.0 | \n", + "
| \n", + " | ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|
| count | \n", + "269.000000 | \n", + "269.000000 | \n", + "
| mean | \n", + "94.907063 | \n", + "34596.427509 | \n", + "
| std | \n", + "8.705522 | \n", + "48960.740264 | \n", + "
| min | \n", + "53.000000 | \n", + "3.000000 | \n", + "
| 25% | \n", + "96.000000 | \n", + "2786.000000 | \n", + "
| 50% | \n", + "99.000000 | \n", + "16621.000000 | \n", + "
| 75% | \n", + "99.000000 | \n", + "48262.000000 | \n", + "
| max | \n", + "100.000000 | \n", + "381770.000000 | \n", + "
| \n", + " | Aamir | \n", + "ga_first_name | \n", + "ga_gender | \n", + "ga_accuracy | \n", + "ga_samples | \n", + "
|---|---|---|---|---|---|
| 15 | \n", + "Ang | \n", + "Ang | \n", + "female | \n", + "53.0 | \n", + "1491.0 | \n", + "
| 120 | \n", + "Jemaine | \n", + "Jemaine | \n", + "male | \n", + "60.0 | \n", + "20.0 | \n", + "
| 77 | \n", + "Eli | \n", + "Eli | \n", + "female | \n", + "61.0 | \n", + "13642.0 | \n", + "
| 202 | \n", + "Peyton | \n", + "Peyton | \n", + "female | \n", + "62.0 | \n", + "893.0 | \n", + "
| 225 | \n", + "S. | \n", + "S. | \n", + "male | \n", + "64.0 | \n", + "1577.0 | \n", + "
| 43 | \n", + "Cary | \n", + "Cary | \n", + "male | \n", + "64.0 | \n", + "1377.0 | \n", + "
| 158 | \n", + "Lone | \n", + "Lone | \n", + "female | \n", + "66.0 | \n", + "1034.0 | \n", + "
| 268 | \n", + "Yimou | \n", + "Yimou | \n", + "male | \n", + "67.0 | \n", + "3.0 | \n", + "
| 156 | \n", + "Lenny | \n", + "Lenny | \n", + "male | \n", + "67.0 | \n", + "3316.0 | \n", + "
| 85 | \n", + "Fede | \n", + "Fede | \n", + "male | \n", + "68.0 | \n", + "6402.0 | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 751 | \n", + "993 | \n", + "Take Me Home Tonight | \n", + "Comedy,Drama,Romance | \n", + "Four years after graduation, an awkward high s... | \n", + "Michael Dowse | \n", + "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", + "2011 | \n", + "97 | \n", + "6.3 | \n", + "45419 | \n", + "6.92 | \n", + "NaN | \n", + "Michael | \n", + "Dowse | \n", + "
| 752 | \n", + "994 | \n", + "Resident Evil: Afterlife | \n", + "Action,Adventure,Horror | \n", + "While still out to destroy the evil Umbrella C... | \n", + "Paul W.S. Anderson | \n", + "Milla Jovovich, Ali Larter, Wentworth Miller,K... | \n", + "2010 | \n", + "97 | \n", + "5.9 | \n", + "140900 | \n", + "60.13 | \n", + "37.0 | \n", + "Paul | \n", + "W.S. Anderson | \n", + "
| 753 | \n", + "995 | \n", + "Project X | \n", + "Comedy | \n", + "3 high school seniors throw a birthday party t... | \n", + "Nima Nourizadeh | \n", + "Thomas Mann, Oliver Cooper, Jonathan Daniel Br... | \n", + "2012 | \n", + "88 | \n", + "6.7 | \n", + "164088 | \n", + "54.72 | \n", + "48.0 | \n", + "Nima | \n", + "Nourizadeh | \n", + "
| 754 | \n", + "997 | \n", + "Hostel: Part II | \n", + "Horror | \n", + "Three American college students studying abroa... | \n", + "Eli Roth | \n", + "Lauren German, Heather Matarazzo, Bijou Philli... | \n", + "2007 | \n", + "94 | \n", + "5.5 | \n", + "73152 | \n", + "17.54 | \n", + "46.0 | \n", + "Eli | \n", + "Roth | \n", + "
| 755 | \n", + "998 | \n", + "Step Up 2: The Streets | \n", + "Drama,Music,Romance | \n", + "Romantic sparks occur between two dance studen... | \n", + "Jon M. Chu | \n", + "Robert Hoffman, Briana Evigan, Cassie Ventura,... | \n", + "2008 | \n", + "98 | \n", + "6.2 | \n", + "70699 | \n", + "58.01 | \n", + "50.0 | \n", + "Jon | \n", + "M. Chu | \n", + "
| \n", + " | Rank | \n", + "Title | \n", + "Genre | \n", + "Description | \n", + "Director | \n", + "Actors | \n", + "Year | \n", + "Runtime (Minutes) | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "Metascore | \n", + "Director_Fname | \n", + "Director_Lname | \n", + "Director_genre | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "Guardians of the Galaxy | \n", + "Action,Adventure,Sci-Fi | \n", + "A group of intergalactic criminals are forced ... | \n", + "James Gunn | \n", + "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", + "2014 | \n", + "121 | \n", + "8.1 | \n", + "757074 | \n", + "333.13 | \n", + "76.0 | \n", + "James | \n", + "Gunn | \n", + "male | \n", + "
| 1 | \n", + "2 | \n", + "Prometheus | \n", + "Adventure,Mystery,Sci-Fi | \n", + "Following clues to the origin of mankind, a te... | \n", + "Ridley Scott | \n", + "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", + "2012 | \n", + "124 | \n", + "7.0 | \n", + "485820 | \n", + "126.46 | \n", + "65.0 | \n", + "Ridley | \n", + "Scott | \n", + "male | \n", + "
| 2 | \n", + "3 | \n", + "Split | \n", + "Horror,Thriller | \n", + "Three girls are kidnapped by a man with a diag... | \n", + "M. Night Shyamalan | \n", + "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", + "2016 | \n", + "117 | \n", + "7.3 | \n", + "157606 | \n", + "138.12 | \n", + "62.0 | \n", + "M. | \n", + "Night Shyamalan | \n", + "male | \n", + "
| 3 | \n", + "4 | \n", + "Sing | \n", + "Animation,Comedy,Family | \n", + "In a city of humanoid animals, a hustling thea... | \n", + "Christophe Lourdelet | \n", + "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", + "2016 | \n", + "108 | \n", + "7.2 | \n", + "60545 | \n", + "270.32 | \n", + "59.0 | \n", + "Christophe | \n", + "Lourdelet | \n", + "male | \n", + "
| 4 | \n", + "5 | \n", + "Suicide Squad | \n", + "Action,Adventure,Fantasy | \n", + "A secret government agency recruits some of th... | \n", + "David Ayer | \n", + "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", + "2016 | \n", + "123 | \n", + "6.2 | \n", + "393727 | \n", + "325.02 | \n", + "40.0 | \n", + "David | \n", + "Ayer | \n", + "male | \n", + "
| \n", + " | Rank | \n", + "Year | \n", + "Rating | \n", + "Votes | \n", + "Revenue (Millions) | \n", + "
|---|---|---|---|---|---|
| Rank | \n", + "1.000000 | \n", + "-0.384864 | \n", + "-0.263368 | \n", + "-0.313589 | \n", + "-0.288063 | \n", + "
| Year | \n", + "-0.384864 | \n", + "1.000000 | \n", + "-0.090160 | \n", + "-0.269849 | \n", + "-0.029980 | \n", + "
| Rating | \n", + "-0.263368 | \n", + "-0.090160 | \n", + "1.000000 | \n", + "0.514056 | \n", + "0.189275 | \n", + "
| Votes | \n", + "-0.313589 | \n", + "-0.269849 | \n", + "0.514056 | \n", + "1.000000 | \n", + "0.604439 | \n", + "
| Revenue (Millions) | \n", + "-0.288063 | \n", + "-0.029980 | \n", + "0.189275 | \n", + "0.604439 | \n", + "1.000000 | \n", + "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "Director_Fname | \n", - "Director_Lname | \n", - "Director_genre | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "1 | \n", - "Guardians of the Galaxy | \n", - "Action,Adventure,Sci-Fi | \n", - "A group of intergalactic criminals are forced ... | \n", - "James Gunn | \n", - "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", - "2014 | \n", - "121 | \n", - "8.1 | \n", - "757074 | \n", - "333.13 | \n", - "76.0 | \n", - "James | \n", - "Gunn | \n", - "male | \n", - "
| 1 | \n", - "2 | \n", - "Prometheus | \n", - "Adventure,Mystery,Sci-Fi | \n", - "Following clues to the origin of mankind, a te... | \n", - "Ridley Scott | \n", - "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", - "2012 | \n", - "124 | \n", - "7.0 | \n", - "485820 | \n", - "126.46 | \n", - "65.0 | \n", - "Ridley | \n", - "Scott | \n", - "male | \n", - "
| 2 | \n", - "3 | \n", - "Split | \n", - "Horror,Thriller | \n", - "Three girls are kidnapped by a man with a diag... | \n", - "M. Night Shyamalan | \n", - "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", - "2016 | \n", - "117 | \n", - "7.3 | \n", - "157606 | \n", - "138.12 | \n", - "62.0 | \n", - "M. | \n", - "Night Shyamalan | \n", - "male | \n", - "
| 3 | \n", - "4 | \n", - "Sing | \n", - "Animation,Comedy,Family | \n", - "In a city of humanoid animals, a hustling thea... | \n", - "Christophe Lourdelet | \n", - "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", - "2016 | \n", - "108 | \n", - "7.2 | \n", - "60545 | \n", - "270.32 | \n", - "59.0 | \n", - "Christophe | \n", - "Lourdelet | \n", - "male | \n", - "
| 4 | \n", - "5 | \n", - "Suicide Squad | \n", - "Action,Adventure,Fantasy | \n", - "A secret government agency recruits some of th... | \n", - "David Ayer | \n", - "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", - "2016 | \n", - "123 | \n", - "6.2 | \n", - "393727 | \n", - "325.02 | \n", - "40.0 | \n", - "David | \n", - "Ayer | \n", - "male | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "Director_Fname | \n", - "Director_Lname | \n", - "Director_genre | \n", - "Revenue_Classification | \n", - "Genre_1 | \n", - "Genre_2 | \n", - "Genre_3 | \n", - "Votes (Thousands) | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "1 | \n", - "Guardians of the Galaxy | \n", - "Action,Adventure,Sci-Fi | \n", - "A group of intergalactic criminals are forced ... | \n", - "James Gunn | \n", - "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", - "2014 | \n", - "121 | \n", - "8.1 | \n", - "757074 | \n", - "333.13 | \n", - "76.0 | \n", - "James | \n", - "Gunn | \n", - "male | \n", - "high | \n", - "Action | \n", - "Adventure | \n", - "Sci-Fi | \n", - "757.074 | \n", - "
| 1 | \n", - "2 | \n", - "Prometheus | \n", - "Adventure,Mystery,Sci-Fi | \n", - "Following clues to the origin of mankind, a te... | \n", - "Ridley Scott | \n", - "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", - "2012 | \n", - "124 | \n", - "7.0 | \n", - "485820 | \n", - "126.46 | \n", - "65.0 | \n", - "Ridley | \n", - "Scott | \n", - "male | \n", - "average | \n", - "Adventure | \n", - "Mystery | \n", - "Sci-Fi | \n", - "485.820 | \n", - "
| 2 | \n", - "3 | \n", - "Split | \n", - "Horror,Thriller | \n", - "Three girls are kidnapped by a man with a diag... | \n", - "M. Night Shyamalan | \n", - "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", - "2016 | \n", - "117 | \n", - "7.3 | \n", - "157606 | \n", - "138.12 | \n", - "62.0 | \n", - "M. | \n", - "Night Shyamalan | \n", - "male | \n", - "high | \n", - "Horror | \n", - "Thriller | \n", - "None | \n", - "157.606 | \n", - "
| 3 | \n", - "4 | \n", - "Sing | \n", - "Animation,Comedy,Family | \n", - "In a city of humanoid animals, a hustling thea... | \n", - "Christophe Lourdelet | \n", - "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", - "2016 | \n", - "108 | \n", - "7.2 | \n", - "60545 | \n", - "270.32 | \n", - "59.0 | \n", - "Christophe | \n", - "Lourdelet | \n", - "male | \n", - "high | \n", - "Animation | \n", - "Comedy | \n", - "Family | \n", - "60.545 | \n", - "
| 4 | \n", - "5 | \n", - "Suicide Squad | \n", - "Action,Adventure,Fantasy | \n", - "A secret government agency recruits some of th... | \n", - "David Ayer | \n", - "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", - "2016 | \n", - "123 | \n", - "6.2 | \n", - "393727 | \n", - "325.02 | \n", - "40.0 | \n", - "David | \n", - "Ayer | \n", - "male | \n", - "high | \n", - "Action | \n", - "Adventure | \n", - "Fantasy | \n", - "393.727 | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "Director_Fname | \n", - "Director_Lname | \n", - "Director_genre | \n", - "Revenue_Classification | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "1 | \n", - "Guardians of the Galaxy | \n", - "Action,Adventure,Sci-Fi | \n", - "A group of intergalactic criminals are forced ... | \n", - "James Gunn | \n", - "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", - "2014 | \n", - "121 | \n", - "8.1 | \n", - "757074 | \n", - "333.13 | \n", - "76.0 | \n", - "James | \n", - "Gunn | \n", - "male | \n", - "high | \n", - "
| 1 | \n", - "2 | \n", - "Prometheus | \n", - "Adventure,Mystery,Sci-Fi | \n", - "Following clues to the origin of mankind, a te... | \n", - "Ridley Scott | \n", - "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", - "2012 | \n", - "124 | \n", - "7.0 | \n", - "485820 | \n", - "126.46 | \n", - "65.0 | \n", - "Ridley | \n", - "Scott | \n", - "male | \n", - "average | \n", - "
| 2 | \n", - "3 | \n", - "Split | \n", - "Horror,Thriller | \n", - "Three girls are kidnapped by a man with a diag... | \n", - "M. Night Shyamalan | \n", - "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", - "2016 | \n", - "117 | \n", - "7.3 | \n", - "157606 | \n", - "138.12 | \n", - "62.0 | \n", - "M. | \n", - "Night Shyamalan | \n", - "male | \n", - "high | \n", - "
| 3 | \n", - "4 | \n", - "Sing | \n", - "Animation,Comedy,Family | \n", - "In a city of humanoid animals, a hustling thea... | \n", - "Christophe Lourdelet | \n", - "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", - "2016 | \n", - "108 | \n", - "7.2 | \n", - "60545 | \n", - "270.32 | \n", - "59.0 | \n", - "Christophe | \n", - "Lourdelet | \n", - "male | \n", - "high | \n", - "
| 4 | \n", - "5 | \n", - "Suicide Squad | \n", - "Action,Adventure,Fantasy | \n", - "A secret government agency recruits some of th... | \n", - "David Ayer | \n", - "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", - "2016 | \n", - "123 | \n", - "6.2 | \n", - "393727 | \n", - "325.02 | \n", - "40.0 | \n", - "David | \n", - "Ayer | \n", - "male | \n", - "high | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "Director_Fname | \n", - "Director_Lname | \n", - "Director_genre | \n", - "Revenue_Classification | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 | \n", - "51 | \n", - "Star Wars: Episode VII - The Force Awakens | \n", - "Action,Adventure,Fantasy | \n", - "Three decades after the defeat of the Galactic... | \n", - "J.J. Abrams | \n", - "Daisy Ridley, John Boyega, Oscar Isaac, Domhna... | \n", - "2015 | \n", - "136 | \n", - "8.1 | \n", - "661608 | \n", - "936.63 | \n", - "81.0 | \n", - "J.J. | \n", - "Abrams | \n", - "male | \n", - "top | \n", - "
| 68 | \n", - "88 | \n", - "Avatar | \n", - "Action,Adventure,Fantasy | \n", - "A paraplegic marine dispatched to the moon Pan... | \n", - "James Cameron | \n", - "Sam Worthington, Zoe Saldana, Sigourney Weaver... | \n", - "2009 | \n", - "162 | \n", - "7.8 | \n", - "935408 | \n", - "760.51 | \n", - "83.0 | \n", - "James | \n", - "Cameron | \n", - "male | \n", - "top | \n", - "
| 67 | \n", - "86 | \n", - "Jurassic World | \n", - "Action,Adventure,Sci-Fi | \n", - "A new theme park, built on the original site o... | \n", - "Colin Trevorrow | \n", - "Chris Pratt, Bryce Dallas Howard, Ty Simpkins,... | \n", - "2015 | \n", - "124 | \n", - "7.0 | \n", - "455169 | \n", - "652.18 | \n", - "59.0 | \n", - "Colin | \n", - "Trevorrow | \n", - "male | \n", - "top | \n", - "
| 58 | \n", - "77 | \n", - "The Avengers | \n", - "Action,Sci-Fi | \n", - "Earth's mightiest heroes must come together an... | \n", - "Joss Whedon | \n", - "Robert Downey Jr., Chris Evans, Scarlett Johan... | \n", - "2012 | \n", - "143 | \n", - "8.1 | \n", - "1045588 | \n", - "623.28 | \n", - "69.0 | \n", - "Joss | \n", - "Whedon | \n", - "male | \n", - "top | \n", - "
| 40 | \n", - "55 | \n", - "The Dark Knight | \n", - "Action,Crime,Drama | \n", - "When the menace known as the Joker wreaks havo... | \n", - "Christopher Nolan | \n", - "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", - "2008 | \n", - "152 | \n", - "9.0 | \n", - "1791916 | \n", - "533.32 | \n", - "82.0 | \n", - "Christopher | \n", - "Nolan | \n", - "male | \n", - "top | \n", - "
| 10 | \n", - "13 | \n", - "Rogue One | \n", - "Action,Adventure,Sci-Fi | \n", - "The Rebel Alliance makes a risky move to steal... | \n", - "Gareth Edwards | \n", - "Felicity Jones, Diego Luna, Alan Tudyk, Donnie... | \n", - "2016 | \n", - "133 | \n", - "7.9 | \n", - "323118 | \n", - "532.17 | \n", - "65.0 | \n", - "Gareth | \n", - "Edwards | \n", - "male | \n", - "top | \n", - "
| 93 | \n", - "120 | \n", - "Finding Dory | \n", - "Animation,Adventure,Comedy | \n", - "The friendly but forgetful blue tang fish, Dor... | \n", - "Andrew Stanton | \n", - "Ellen DeGeneres, Albert Brooks,Ed O'Neill, Kai... | \n", - "2016 | \n", - "97 | \n", - "7.4 | \n", - "157026 | \n", - "486.29 | \n", - "77.0 | \n", - "Andrew | \n", - "Stanton | \n", - "male | \n", - "top | \n", - "
| 75 | \n", - "95 | \n", - "Avengers: Age of Ultron | \n", - "Action,Adventure,Sci-Fi | \n", - "When Tony Stark and Bruce Banner try to jump-s... | \n", - "Joss Whedon | \n", - "Robert Downey Jr., Chris Evans, Mark Ruffalo, ... | \n", - "2015 | \n", - "141 | \n", - "7.4 | \n", - "516895 | \n", - "458.99 | \n", - "66.0 | \n", - "Joss | \n", - "Whedon | \n", - "male | \n", - "top | \n", - "
| 97 | \n", - "125 | \n", - "The Dark Knight Rises | \n", - "Action,Thriller | \n", - "Eight years after the Joker's reign of anarchy... | \n", - "Christopher Nolan | \n", - "Christian Bale, Tom Hardy, Anne Hathaway,Gary ... | \n", - "2012 | \n", - "164 | \n", - "8.5 | \n", - "1222645 | \n", - "448.13 | \n", - "78.0 | \n", - "Christopher | \n", - "Nolan | \n", - "male | \n", - "top | \n", - "
| 457 | \n", - "579 | \n", - "The Hunger Games: Catching Fire | \n", - "Action,Adventure,Mystery | \n", - "Katniss Everdeen and Peeta Mellark become targ... | \n", - "Francis Lawrence | \n", - "Jennifer Lawrence, Josh Hutcherson, Liam Hemsw... | \n", - "2013 | \n", - "146 | \n", - "7.6 | \n", - "525646 | \n", - "424.65 | \n", - "76.0 | \n", - "Francis | \n", - "Lawrence | \n", - "male | \n", - "top | \n", - "
| \n", - " | Title | \n", - "Genre | \n", - "Director_genre | \n", - "Actors | \n", - "Rating | \n", - "
|---|---|---|---|---|---|
| 37 | \n", - "Star Wars: Episode VII - The Force Awakens | \n", - "Action,Adventure,Fantasy | \n", - "male | \n", - "Daisy Ridley, John Boyega, Oscar Isaac, Domhna... | \n", - "8.1 | \n", - "
| 68 | \n", - "Avatar | \n", - "Action,Adventure,Fantasy | \n", - "male | \n", - "Sam Worthington, Zoe Saldana, Sigourney Weaver... | \n", - "7.8 | \n", - "
| 67 | \n", - "Jurassic World | \n", - "Action,Adventure,Sci-Fi | \n", - "male | \n", - "Chris Pratt, Bryce Dallas Howard, Ty Simpkins,... | \n", - "7.0 | \n", - "
| 58 | \n", - "The Avengers | \n", - "Action,Sci-Fi | \n", - "male | \n", - "Robert Downey Jr., Chris Evans, Scarlett Johan... | \n", - "8.1 | \n", - "
| 40 | \n", - "The Dark Knight | \n", - "Action,Crime,Drama | \n", - "male | \n", - "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", - "9.0 | \n", - "
| 10 | \n", - "Rogue One | \n", - "Action,Adventure,Sci-Fi | \n", - "male | \n", - "Felicity Jones, Diego Luna, Alan Tudyk, Donnie... | \n", - "7.9 | \n", - "
| 93 | \n", - "Finding Dory | \n", - "Animation,Adventure,Comedy | \n", - "male | \n", - "Ellen DeGeneres, Albert Brooks,Ed O'Neill, Kai... | \n", - "7.4 | \n", - "
| 75 | \n", - "Avengers: Age of Ultron | \n", - "Action,Adventure,Sci-Fi | \n", - "male | \n", - "Robert Downey Jr., Chris Evans, Mark Ruffalo, ... | \n", - "7.4 | \n", - "
| 97 | \n", - "The Dark Knight Rises | \n", - "Action,Thriller | \n", - "male | \n", - "Christian Bale, Tom Hardy, Anne Hathaway,Gary ... | \n", - "8.5 | \n", - "
| 457 | \n", - "The Hunger Games: Catching Fire | \n", - "Action,Adventure,Mystery | \n", - "male | \n", - "Jennifer Lawrence, Josh Hutcherson, Liam Hemsw... | \n", - "7.6 | \n", - "
| 60 | \n", - "Pirates of the Caribbean: Dead Man's Chest | \n", - "Action,Adventure,Fantasy | \n", - "male | \n", - "Johnny Depp, Orlando Bloom, Keira Knightley, J... | \n", - "7.3 | \n", - "
| 539 | \n", - "Toy Story 3 | \n", - "Animation,Adventure,Comedy | \n", - "male | \n", - "Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty | \n", - "8.3 | \n", - "
| 220 | \n", - "Iron Man Three | \n", - "Action,Adventure,Sci-Fi | \n", - "male | \n", - "Robert Downey Jr., Guy Pearce, Gwyneth Paltrow... | \n", - "7.2 | \n", - "
| 28 | \n", - "Captain America: Civil War | \n", - "Action,Adventure,Sci-Fi | \n", - "male | \n", - "Chris Evans, Robert Downey Jr.,Scarlett Johans... | \n", - "7.9 | \n", - "
| 123 | \n", - "The Hunger Games | \n", - "Adventure,Sci-Fi,Thriller | \n", - "male | \n", - "Jennifer Lawrence, Josh Hutcherson, Liam Hemsw... | \n", - "7.2 | \n", - "
| 553 | \n", - "Transformers: Revenge of the Fallen | \n", - "Action,Adventure,Sci-Fi | \n", - "male | \n", - "Shia LaBeouf, Megan Fox, Josh Duhamel, Tyrese ... | \n", - "6.0 | \n", - "
| 141 | \n", - "Frozen | \n", - "Animation,Adventure,Comedy | \n", - "male | \n", - "Kristen Bell, Idina Menzel, Jonathan Groff, Jo... | \n", - "7.5 | \n", - "
| 88 | \n", - "Harry Potter and the Deathly Hallows: Part 2 | \n", - "Adventure,Drama,Fantasy | \n", - "male | \n", - "Daniel Radcliffe, Emma Watson, Rupert Grint, M... | \n", - "8.1 | \n", - "
| 12 | \n", - "The Secret Life of Pets | \n", - "Animation,Adventure,Comedy | \n", - "male | \n", - "Louis C.K., Eric Stonestreet, Kevin Hart, Lake... | \n", - "6.6 | \n", - "
| 616 | \n", - "Despicable Me 2 | \n", - "Animation,Adventure,Comedy | \n", - "male | \n", - "Steve Carell, Kristen Wiig, Benjamin Bratt, Mi... | \n", - "7.4 | \n", - "
| 98 | \n", - "The Jungle Book | \n", - "Adventure,Drama,Family | \n", - "male | \n", - "Neel Sethi, Bill Murray, Ben Kingsley, Idris Elba | \n", - "7.5 | \n", - "
| 26 | \n", - "Deadpool | \n", - "Action,Adventure,Comedy | \n", - "male | \n", - "Ryan Reynolds, Morena Baccarin, T.J. Miller, E... | \n", - "8.0 | \n", - "
| 189 | \n", - "Inside Out | \n", - "Animation,Adventure,Comedy | \n", - "male | \n", - "Amy Poehler, Bill Hader, Lewis Black, Mindy Ka... | \n", - "8.2 | \n", - "
| 447 | \n", - "Transformers: Dark of the Moon | \n", - "Action,Adventure,Sci-Fi | \n", - "male | \n", - "Shia LaBeouf, Rosie Huntington-Whiteley, Tyres... | \n", - "6.3 | \n", - "
| 263 | \n", - "American Sniper | \n", - "Action,Biography,Drama | \n", - "male | \n", - "Bradley Cooper, Sienna Miller, Kyle Gallner, C... | \n", - "7.3 | \n", - "
| \n", - " | Rating | \n", - "Votes (Thousands) | \n", - "
|---|---|---|
| 0 | \n", - "9.0 | \n", - "1791.916 | \n", - "
| 1 | \n", - "8.8 | \n", - "48.969 | \n", - "
| 2 | \n", - "8.8 | \n", - "1583.625 | \n", - "
| 3 | \n", - "8.6 | \n", - "34.110 | \n", - "
| 4 | \n", - "8.6 | \n", - "557.965 | \n", - "
| \n", - " | Votes | \n", - "idx | \n", - "
|---|---|---|
| Rating | \n", - "\n", - " | \n", - " |
| 8.4 | \n", - "2054801 | \n", - "43 | \n", - "
| 8.5 | \n", - "3931287 | \n", - "44 | \n", - "
| 8.6 | \n", - "1639822 | \n", - "45 | \n", - "
| 8.8 | \n", - "1632594 | \n", - "46 | \n", - "
| 9.0 | \n", - "1791916 | \n", - "47 | \n", - "
| \n", - " | Rating | \n", - "
|---|---|
| Year | \n", - "\n", - " |
| 2006 | \n", - "7.130952 | \n", - "
| 2007 | \n", - "7.175000 | \n", - "
| 2008 | \n", - "6.778431 | \n", - "
| 2009 | \n", - "6.929787 | \n", - "
| 2010 | \n", - "6.894737 | \n", - "
| \n", - " | Votes (Thousands) | \n", - "
|---|---|
| Year | \n", - "\n", - " |
| 2006 | \n", - "275.016024 | \n", - "
| 2007 | \n", - "260.963542 | \n", - "
| 2008 | \n", - "279.656765 | \n", - "
| 2009 | \n", - "265.747277 | \n", - "
| 2010 | \n", - "261.082930 | \n", - "
| \n", - " | Votes (Thousands) | \n", - "Rating | \n", - "
|---|---|---|
| Year | \n", - "\n", - " | \n", - " |
| 2006 | \n", - "275.016024 | \n", - "7.130952 | \n", - "
| 2007 | \n", - "260.963542 | \n", - "7.175000 | \n", - "
| 2008 | \n", - "279.656765 | \n", - "6.778431 | \n", - "
| 2009 | \n", - "265.747277 | \n", - "6.929787 | \n", - "
| 2010 | \n", - "261.082930 | \n", - "6.894737 | \n", - "
| \n", - " | Votes | \n", - "Rating | \n", - "no. of movies | \n", - "
|---|---|---|---|
| Year | \n", - "\n", - " | \n", - " | \n", - " |
| 2006 | \n", - "275016.023810 | \n", - "7.130952 | \n", - "42 | \n", - "
| 2007 | \n", - "260963.541667 | \n", - "7.175000 | \n", - "48 | \n", - "
| 2008 | \n", - "279656.764706 | \n", - "6.778431 | \n", - "51 | \n", - "
| 2009 | \n", - "265747.276596 | \n", - "6.929787 | \n", - "47 | \n", - "
| 2010 | \n", - "261082.929825 | \n", - "6.894737 | \n", - "57 | \n", - "
| \n", - " | genre | \n", - "counts | \n", - "
|---|---|---|
| 11 | \n", - "Drama | \n", - "356 | \n", - "
| 17 | \n", - "Action | \n", - "267 | \n", - "
| 7 | \n", - "Adventure | \n", - "240 | \n", - "
| 6 | \n", - "Comedy | \n", - "220 | \n", - "
| 4 | \n", - "Thriller | \n", - "132 | \n", - "
| 3 | \n", - "Crime | \n", - "119 | \n", - "
| 2 | \n", - "Romance | \n", - "107 | \n", - "
| 13 | \n", - "Sci-Fi | \n", - "104 | \n", - "
| 19 | \n", - "Fantasy | \n", - "88 | \n", - "
| 14 | \n", - "Mystery | \n", - "85 | \n", - "
| 10 | \n", - "Horror | \n", - "76 | \n", - "
| 5 | \n", - "Biography | \n", - "58 | \n", - "
| 12 | \n", - "Animation | \n", - "44 | \n", - "
| 16 | \n", - "Family | \n", - "41 | \n", - "
| 8 | \n", - "History | \n", - "22 | \n", - "
| 9 | \n", - "Music | \n", - "14 | \n", - "
| 18 | \n", - "Sport | \n", - "13 | \n", - "
| 0 | \n", - "War | \n", - "8 | \n", - "
| 1 | \n", - "Western | \n", - "5 | \n", - "
| 15 | \n", - "Musical | \n", - "5 | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "Director_Fname | \n", - "Director_Lname | \n", - "Director_genre | \n", - "Revenue_Classification | \n", - "Genre_1 | \n", - "Genre_2 | \n", - "Genre_3 | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "1 | \n", - "Guardians of the Galaxy | \n", - "Action,Adventure,Sci-Fi | \n", - "A group of intergalactic criminals are forced ... | \n", - "James Gunn | \n", - "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", - "2014 | \n", - "121 | \n", - "8.1 | \n", - "757074 | \n", - "333.13 | \n", - "76.0 | \n", - "James | \n", - "Gunn | \n", - "male | \n", - "high | \n", - "Action | \n", - "Adventure | \n", - "Sci-Fi | \n", - "
| 1 | \n", - "2 | \n", - "Prometheus | \n", - "Adventure,Mystery,Sci-Fi | \n", - "Following clues to the origin of mankind, a te... | \n", - "Ridley Scott | \n", - "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", - "2012 | \n", - "124 | \n", - "7.0 | \n", - "485820 | \n", - "126.46 | \n", - "65.0 | \n", - "Ridley | \n", - "Scott | \n", - "male | \n", - "average | \n", - "Adventure | \n", - "Mystery | \n", - "Sci-Fi | \n", - "
| 2 | \n", - "3 | \n", - "Split | \n", - "Horror,Thriller | \n", - "Three girls are kidnapped by a man with a diag... | \n", - "M. Night Shyamalan | \n", - "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", - "2016 | \n", - "117 | \n", - "7.3 | \n", - "157606 | \n", - "138.12 | \n", - "62.0 | \n", - "M. | \n", - "Night Shyamalan | \n", - "male | \n", - "high | \n", - "Horror | \n", - "Thriller | \n", - "None | \n", - "
| 3 | \n", - "4 | \n", - "Sing | \n", - "Animation,Comedy,Family | \n", - "In a city of humanoid animals, a hustling thea... | \n", - "Christophe Lourdelet | \n", - "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", - "2016 | \n", - "108 | \n", - "7.2 | \n", - "60545 | \n", - "270.32 | \n", - "59.0 | \n", - "Christophe | \n", - "Lourdelet | \n", - "male | \n", - "high | \n", - "Animation | \n", - "Comedy | \n", - "Family | \n", - "
| 4 | \n", - "5 | \n", - "Suicide Squad | \n", - "Action,Adventure,Fantasy | \n", - "A secret government agency recruits some of th... | \n", - "David Ayer | \n", - "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", - "2016 | \n", - "123 | \n", - "6.2 | \n", - "393727 | \n", - "325.02 | \n", - "40.0 | \n", - "David | \n", - "Ayer | \n", - "male | \n", - "high | \n", - "Action | \n", - "Adventure | \n", - "Fantasy | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "Director_Fname | \n", - "Director_Lname | \n", - "Director_genre | \n", - "Revenue_Classification | \n", - "Genre_1 | \n", - "Genre_2 | \n", - "Genre_3 | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "1 | \n", - "Guardians of the Galaxy | \n", - "Action,Adventure,Sci-Fi | \n", - "A group of intergalactic criminals are forced ... | \n", - "James Gunn | \n", - "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", - "2014 | \n", - "121 | \n", - "8.1 | \n", - "757074 | \n", - "333.13 | \n", - "76.0 | \n", - "James | \n", - "Gunn | \n", - "male | \n", - "high | \n", - "Action | \n", - "Adventure | \n", - "Sci-Fi | \n", - "
| 1 | \n", - "2 | \n", - "Prometheus | \n", - "Adventure,Mystery,Sci-Fi | \n", - "Following clues to the origin of mankind, a te... | \n", - "Ridley Scott | \n", - "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", - "2012 | \n", - "124 | \n", - "7.0 | \n", - "485820 | \n", - "126.46 | \n", - "65.0 | \n", - "Ridley | \n", - "Scott | \n", - "male | \n", - "average | \n", - "Adventure | \n", - "Mystery | \n", - "Sci-Fi | \n", - "
| 2 | \n", - "3 | \n", - "Split | \n", - "Horror,Thriller | \n", - "Three girls are kidnapped by a man with a diag... | \n", - "M. Night Shyamalan | \n", - "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", - "2016 | \n", - "117 | \n", - "7.3 | \n", - "157606 | \n", - "138.12 | \n", - "62.0 | \n", - "M. | \n", - "Night Shyamalan | \n", - "male | \n", - "high | \n", - "Horror | \n", - "Thriller | \n", - "None | \n", - "
| 3 | \n", - "4 | \n", - "Sing | \n", - "Animation,Comedy,Family | \n", - "In a city of humanoid animals, a hustling thea... | \n", - "Christophe Lourdelet | \n", - "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", - "2016 | \n", - "108 | \n", - "7.2 | \n", - "60545 | \n", - "270.32 | \n", - "59.0 | \n", - "Christophe | \n", - "Lourdelet | \n", - "male | \n", - "high | \n", - "Animation | \n", - "Comedy | \n", - "Family | \n", - "
| 4 | \n", - "5 | \n", - "Suicide Squad | \n", - "Action,Adventure,Fantasy | \n", - "A secret government agency recruits some of th... | \n", - "David Ayer | \n", - "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", - "2016 | \n", - "123 | \n", - "6.2 | \n", - "393727 | \n", - "325.02 | \n", - "40.0 | \n", - "David | \n", - "Ayer | \n", - "male | \n", - "high | \n", - "Action | \n", - "Adventure | \n", - "Fantasy | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "Director_Fname | \n", - "Director_Lname | \n", - "Director_genre | \n", - "Revenue_Classification | \n", - "Genre_1 | \n", - "Genre_2 | \n", - "Genre_3 | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | \n", - "55 | \n", - "The Dark Knight | \n", - "Action,Crime,Drama | \n", - "When the menace known as the Joker wreaks havo... | \n", - "Christopher Nolan | \n", - "Christian Bale, Heath Ledger, Aaron Eckhart,Mi... | \n", - "2008 | \n", - "152 | \n", - "9.0 | \n", - "1791916 | \n", - "533.32 | \n", - "82.0 | \n", - "Christopher | \n", - "Nolan | \n", - "male | \n", - "top | \n", - "Action | \n", - "Crime | \n", - "Drama | \n", - "
| 91 | \n", - "118 | \n", - "Dangal | \n", - "Action,Biography,Drama | \n", - "Former wrestler Mahavir Singh Phogat and his t... | \n", - "Nitesh Tiwari | \n", - "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", - "2016 | \n", - "161 | \n", - "8.8 | \n", - "48969 | \n", - "11.15 | \n", - "NaN | \n", - "Nitesh | \n", - "Tiwari | \n", - "male | \n", - "low | \n", - "Action | \n", - "Biography | \n", - "Drama | \n", - "
| 62 | \n", - "81 | \n", - "Inception | \n", - "Action,Adventure,Sci-Fi | \n", - "A thief, who steals corporate secrets through ... | \n", - "Christopher Nolan | \n", - "Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen... | \n", - "2010 | \n", - "148 | \n", - "8.8 | \n", - "1583625 | \n", - "292.57 | \n", - "74.0 | \n", - "Christopher | \n", - "Nolan | \n", - "male | \n", - "high | \n", - "Action | \n", - "Adventure | \n", - "Sci-Fi | \n", - "
| 195 | \n", - "250 | \n", - "The Intouchables | \n", - "Biography,Comedy,Drama | \n", - "After he becomes a quadriplegic from a paragli... | \n", - "Olivier Nakache | \n", - "François Cluzet, Omar Sy, Anne Le Ny, Audrey F... | \n", - "2011 | \n", - "112 | \n", - "8.6 | \n", - "557965 | \n", - "13.18 | \n", - "57.0 | \n", - "Olivier | \n", - "Nakache | \n", - "male | \n", - "low | \n", - "Biography | \n", - "Comedy | \n", - "Drama | \n", - "
| 77 | \n", - "97 | \n", - "Kimi no na wa | \n", - "Animation,Drama,Fantasy | \n", - "Two strangers find themselves linked in a biza... | \n", - "Makoto Shinkai | \n", - "Ryûnosuke Kamiki, Mone Kamishiraishi, Ryô Nari... | \n", - "2016 | \n", - "106 | \n", - "8.6 | \n", - "34110 | \n", - "4.68 | \n", - "79.0 | \n", - "Makoto | \n", - "Shinkai | \n", - "male | \n", - "low | \n", - "Animation | \n", - "Drama | \n", - "Fantasy | \n", - "
| \n", - " | Rating | \n", - "
|---|---|
| Genre_1 | \n", - "\n", - " |
| Action | \n", - "6.688716 | \n", - "
| Adventure | \n", - "7.014925 | \n", - "
| Animation | \n", - "7.329545 | \n", - "
| Biography | \n", - "7.500000 | \n", - "
| Comedy | \n", - "6.594615 | \n", - "
| \n", - " | Rating | \n", - "
|---|---|
| Genre_1 | \n", - "\n", - " |
| Action | \n", - "9.0 | \n", - "
| Adventure | \n", - "8.6 | \n", - "
| Animation | \n", - "8.6 | \n", - "
| Biography | \n", - "8.6 | \n", - "
| Comedy | \n", - "8.4 | \n", - "
| \n", - " | Rating | \n", - "
|---|---|
| Genre_1 | \n", - "\n", - " |
| Action | \n", - "2.7 | \n", - "
| Adventure | \n", - "4.9 | \n", - "
| Animation | \n", - "5.7 | \n", - "
| Biography | \n", - "6.4 | \n", - "
| Comedy | \n", - "1.9 | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "1 | \n", - "Guardians of the Galaxy | \n", - "Action,Adventure,Sci-Fi | \n", - "A group of intergalactic criminals are forced ... | \n", - "James Gunn | \n", - "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", - "2014 | \n", - "121 | \n", - "8.1 | \n", - "757074 | \n", - "333.13 | \n", - "76.0 | \n", - "
| 1 | \n", - "2 | \n", - "Prometheus | \n", - "Adventure,Mystery,Sci-Fi | \n", - "Following clues to the origin of mankind, a te... | \n", - "Ridley Scott | \n", - "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", - "2012 | \n", - "124 | \n", - "7.0 | \n", - "485820 | \n", - "126.46 | \n", - "65.0 | \n", - "
| 2 | \n", - "3 | \n", - "Split | \n", - "Horror,Thriller | \n", - "Three girls are kidnapped by a man with a diag... | \n", - "M. Night Shyamalan | \n", - "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", - "2016 | \n", - "117 | \n", - "7.3 | \n", - "157606 | \n", - "138.12 | \n", - "62.0 | \n", - "
| 3 | \n", - "4 | \n", - "Sing | \n", - "Animation,Comedy,Family | \n", - "In a city of humanoid animals, a hustling thea... | \n", - "Christophe Lourdelet | \n", - "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", - "2016 | \n", - "108 | \n", - "7.2 | \n", - "60545 | \n", - "270.32 | \n", - "59.0 | \n", - "
| 4 | \n", - "5 | \n", - "Suicide Squad | \n", - "Action,Adventure,Fantasy | \n", - "A secret government agency recruits some of th... | \n", - "David Ayer | \n", - "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", - "2016 | \n", - "123 | \n", - "6.2 | \n", - "393727 | \n", - "325.02 | \n", - "40.0 | \n", - "
| 5 | \n", - "6 | \n", - "The Great Wall | \n", - "Action,Adventure,Fantasy | \n", - "European mercenaries searching for black powde... | \n", - "Yimou Zhang | \n", - "Matt Damon, Tian Jing, Willem Dafoe, Andy Lau | \n", - "2016 | \n", - "103 | \n", - "6.1 | \n", - "56036 | \n", - "45.13 | \n", - "42.0 | \n", - "
| 6 | \n", - "7 | \n", - "La La Land | \n", - "Comedy,Drama,Music | \n", - "A jazz pianist falls for an aspiring actress i... | \n", - "Damien Chazelle | \n", - "Ryan Gosling, Emma Stone, Rosemarie DeWitt, J.... | \n", - "2016 | \n", - "128 | \n", - "8.3 | \n", - "258682 | \n", - "151.06 | \n", - "93.0 | \n", - "
| 7 | \n", - "8 | \n", - "Mindhorn | \n", - "Comedy | \n", - "A has-been actor best known for playing the ti... | \n", - "Sean Foley | \n", - "Essie Davis, Andrea Riseborough, Julian Barrat... | \n", - "2016 | \n", - "89 | \n", - "6.4 | \n", - "2490 | \n", - "NaN | \n", - "71.0 | \n", - "
| 8 | \n", - "9 | \n", - "The Lost City of Z | \n", - "Action,Adventure,Biography | \n", - "A true-life drama, centering on British explor... | \n", - "James Gray | \n", - "Charlie Hunnam, Robert Pattinson, Sienna Mille... | \n", - "2016 | \n", - "141 | \n", - "7.1 | \n", - "7188 | \n", - "8.01 | \n", - "78.0 | \n", - "
| 9 | \n", - "10 | \n", - "Passengers | \n", - "Adventure,Drama,Romance | \n", - "A spacecraft traveling to a distant colony pla... | \n", - "Morten Tyldum | \n", - "Jennifer Lawrence, Chris Pratt, Michael Sheen,... | \n", - "2016 | \n", - "116 | \n", - "7.0 | \n", - "192177 | \n", - "100.01 | \n", - "41.0 | \n", - "
| 10 | \n", - "11 | \n", - "Fantastic Beasts and Where to Find Them | \n", - "Adventure,Family,Fantasy | \n", - "The adventures of writer Newt Scamander in New... | \n", - "David Yates | \n", - "Eddie Redmayne, Katherine Waterston, Alison Su... | \n", - "2016 | \n", - "133 | \n", - "7.5 | \n", - "232072 | \n", - "234.02 | \n", - "66.0 | \n", - "
| 11 | \n", - "12 | \n", - "Hidden Figures | \n", - "Biography,Drama,History | \n", - "The story of a team of female African-American... | \n", - "Theodore Melfi | \n", - "Taraji P. Henson, Octavia Spencer, Janelle Mon... | \n", - "2016 | \n", - "127 | \n", - "7.8 | \n", - "93103 | \n", - "169.27 | \n", - "74.0 | \n", - "
| 12 | \n", - "13 | \n", - "Rogue One | \n", - "Action,Adventure,Sci-Fi | \n", - "The Rebel Alliance makes a risky move to steal... | \n", - "Gareth Edwards | \n", - "Felicity Jones, Diego Luna, Alan Tudyk, Donnie... | \n", - "2016 | \n", - "133 | \n", - "7.9 | \n", - "323118 | \n", - "532.17 | \n", - "65.0 | \n", - "
| 13 | \n", - "14 | \n", - "Moana | \n", - "Animation,Adventure,Comedy | \n", - "In Ancient Polynesia, when a terrible curse in... | \n", - "Ron Clements | \n", - "Auli'i Cravalho, Dwayne Johnson, Rachel House,... | \n", - "2016 | \n", - "107 | \n", - "7.7 | \n", - "118151 | \n", - "248.75 | \n", - "81.0 | \n", - "
| 14 | \n", - "15 | \n", - "Colossal | \n", - "Action,Comedy,Drama | \n", - "Gloria is an out-of-work party girl forced to ... | \n", - "Nacho Vigalondo | \n", - "Anne Hathaway, Jason Sudeikis, Austin Stowell,... | \n", - "2016 | \n", - "109 | \n", - "6.4 | \n", - "8612 | \n", - "2.87 | \n", - "70.0 | \n", - "
| 15 | \n", - "16 | \n", - "The Secret Life of Pets | \n", - "Animation,Adventure,Comedy | \n", - "The quiet life of a terrier named Max is upend... | \n", - "Chris Renaud | \n", - "Louis C.K., Eric Stonestreet, Kevin Hart, Lake... | \n", - "2016 | \n", - "87 | \n", - "6.6 | \n", - "120259 | \n", - "368.31 | \n", - "61.0 | \n", - "
| 16 | \n", - "17 | \n", - "Hacksaw Ridge | \n", - "Biography,Drama,History | \n", - "WWII American Army Medic Desmond T. Doss, who ... | \n", - "Mel Gibson | \n", - "Andrew Garfield, Sam Worthington, Luke Bracey,... | \n", - "2016 | \n", - "139 | \n", - "8.2 | \n", - "211760 | \n", - "67.12 | \n", - "71.0 | \n", - "
| 17 | \n", - "18 | \n", - "Jason Bourne | \n", - "Action,Thriller | \n", - "The CIA's most dangerous former operative is d... | \n", - "Paul Greengrass | \n", - "Matt Damon, Tommy Lee Jones, Alicia Vikander,V... | \n", - "2016 | \n", - "123 | \n", - "6.7 | \n", - "150823 | \n", - "162.16 | \n", - "58.0 | \n", - "
| 18 | \n", - "19 | \n", - "Lion | \n", - "Biography,Drama | \n", - "A five-year-old Indian boy gets lost on the st... | \n", - "Garth Davis | \n", - "Dev Patel, Nicole Kidman, Rooney Mara, Sunny P... | \n", - "2016 | \n", - "118 | \n", - "8.1 | \n", - "102061 | \n", - "51.69 | \n", - "69.0 | \n", - "
| 19 | \n", - "20 | \n", - "Arrival | \n", - "Drama,Mystery,Sci-Fi | \n", - "When twelve mysterious spacecraft appear aroun... | \n", - "Denis Villeneuve | \n", - "Amy Adams, Jeremy Renner, Forest Whitaker,Mich... | \n", - "2016 | \n", - "116 | \n", - "8.0 | \n", - "340798 | \n", - "100.50 | \n", - "81.0 | \n", - "
| 20 | \n", - "21 | \n", - "Gold | \n", - "Adventure,Drama,Thriller | \n", - "Kenny Wells, a prospector desperate for a luck... | \n", - "Stephen Gaghan | \n", - "Matthew McConaughey, Edgar RamĂrez, Bryce Dall... | \n", - "2016 | \n", - "120 | \n", - "6.7 | \n", - "19053 | \n", - "7.22 | \n", - "49.0 | \n", - "
| 21 | \n", - "22 | \n", - "Manchester by the Sea | \n", - "Drama | \n", - "A depressed uncle is asked to take care of his... | \n", - "Kenneth Lonergan | \n", - "Casey Affleck, Michelle Williams, Kyle Chandle... | \n", - "2016 | \n", - "137 | \n", - "7.9 | \n", - "134213 | \n", - "47.70 | \n", - "96.0 | \n", - "
| 22 | \n", - "23 | \n", - "Hounds of Love | \n", - "Crime,Drama,Horror | \n", - "A cold-blooded predatory couple while cruising... | \n", - "Ben Young | \n", - "Emma Booth, Ashleigh Cummings, Stephen Curry,S... | \n", - "2016 | \n", - "108 | \n", - "6.7 | \n", - "1115 | \n", - "NaN | \n", - "72.0 | \n", - "
| 23 | \n", - "24 | \n", - "Trolls | \n", - "Animation,Adventure,Comedy | \n", - "After the Bergens invade Troll Village, Poppy,... | \n", - "Walt Dohrn | \n", - "Anna Kendrick, Justin Timberlake,Zooey Deschan... | \n", - "2016 | \n", - "92 | \n", - "6.5 | \n", - "38552 | \n", - "153.69 | \n", - "56.0 | \n", - "
| 24 | \n", - "25 | \n", - "Independence Day: Resurgence | \n", - "Action,Adventure,Sci-Fi | \n", - "Two decades after the first Independence Day i... | \n", - "Roland Emmerich | \n", - "Liam Hemsworth, Jeff Goldblum, Bill Pullman,Ma... | \n", - "2016 | \n", - "120 | \n", - "5.3 | \n", - "127553 | \n", - "103.14 | \n", - "32.0 | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "1 | \n", - "Guardians of the Galaxy | \n", - "Action,Adventure,Sci-Fi | \n", - "A group of intergalactic criminals are forced ... | \n", - "James Gunn | \n", - "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", - "2014 | \n", - "121 | \n", - "8.1 | \n", - "757074 | \n", - "333.13 | \n", - "76.0 | \n", - "
| 1 | \n", - "2 | \n", - "Prometheus | \n", - "Adventure,Mystery,Sci-Fi | \n", - "Following clues to the origin of mankind, a te... | \n", - "Ridley Scott | \n", - "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", - "2012 | \n", - "124 | \n", - "7.0 | \n", - "485820 | \n", - "126.46 | \n", - "65.0 | \n", - "
| 2 | \n", - "3 | \n", - "Split | \n", - "Horror,Thriller | \n", - "Three girls are kidnapped by a man with a diag... | \n", - "M. Night Shyamalan | \n", - "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", - "2016 | \n", - "117 | \n", - "7.3 | \n", - "157606 | \n", - "138.12 | \n", - "62.0 | \n", - "
| 3 | \n", - "4 | \n", - "Sing | \n", - "Animation,Comedy,Family | \n", - "In a city of humanoid animals, a hustling thea... | \n", - "Christophe Lourdelet | \n", - "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", - "2016 | \n", - "108 | \n", - "7.2 | \n", - "60545 | \n", - "270.32 | \n", - "59.0 | \n", - "
| 4 | \n", - "5 | \n", - "Suicide Squad | \n", - "Action,Adventure,Fantasy | \n", - "A secret government agency recruits some of th... | \n", - "David Ayer | \n", - "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", - "2016 | \n", - "123 | \n", - "6.2 | \n", - "393727 | \n", - "325.02 | \n", - "40.0 | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26 | \n", - "27 | \n", - "Bahubali: The Beginning | \n", - "Action,Adventure,Drama | \n", - "In ancient India, an adventurous and daring ma... | \n", - "S.S. Rajamouli | \n", - "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", - "2015 | \n", - "159 | \n", - "8.3 | \n", - "76193 | \n", - "6.50 | \n", - "NaN | \n", - "
| 27 | \n", - "28 | \n", - "Dead Awake | \n", - "Horror,Thriller | \n", - "A young woman must save herself and her friend... | \n", - "Phillip Guzman | \n", - "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", - "2016 | \n", - "99 | \n", - "4.7 | \n", - "523 | \n", - "0.01 | \n", - "NaN | \n", - "
| 117 | \n", - "118 | \n", - "Dangal | \n", - "Action,Biography,Drama | \n", - "Former wrestler Mahavir Singh Phogat and his t... | \n", - "Nitesh Tiwari | \n", - "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", - "2016 | \n", - "161 | \n", - "8.8 | \n", - "48969 | \n", - "11.15 | \n", - "NaN | \n", - "
| 402 | \n", - "403 | \n", - "Bronson | \n", - "Action,Biography,Crime | \n", - "A young man who was sentenced to seven years i... | \n", - "Nicolas Winding Refn | \n", - "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", - "2008 | \n", - "92 | \n", - "7.1 | \n", - "93972 | \n", - "0.10 | \n", - "NaN | \n", - "
| 417 | \n", - "418 | \n", - "Atonement | \n", - "Drama,Mystery,Romance | \n", - "Fledgling writer Briony Tallis, as a thirteen-... | \n", - "Joe Wright | \n", - "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", - "2007 | \n", - "123 | \n", - "7.8 | \n", - "202890 | \n", - "50.92 | \n", - "NaN | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | \n", - "28 | \n", - "Dead Awake | \n", - "Horror,Thriller | \n", - "A young woman must save herself and her friend... | \n", - "Phillip Guzman | \n", - "Jocelin Donahue, Jesse Bradford, Jesse Borrego... | \n", - "2016 | \n", - "99 | \n", - "4.7 | \n", - "523 | \n", - "0.01 | \n", - "NaN | \n", - "
| 747 | \n", - "748 | \n", - "Rules Don't Apply | \n", - "Comedy,Drama,Romance | \n", - "The unconventional love story of an aspiring a... | \n", - "Warren Beatty | \n", - "Lily Collins, Haley Bennett, Taissa Farmiga, S... | \n", - "2016 | \n", - "127 | \n", - "5.7 | \n", - "3731 | \n", - "3.65 | \n", - "NaN | \n", - "
| 826 | \n", - "827 | \n", - "Shut In | \n", - "Drama,Horror,Thriller | \n", - "A heart-pounding thriller about a widowed chil... | \n", - "Farren Blackburn | \n", - "Naomi Watts, Charlie Heaton, Jacob Tremblay,Ol... | \n", - "2016 | \n", - "91 | \n", - "4.6 | \n", - "5715 | \n", - "6.88 | \n", - "NaN | \n", - "
| 692 | \n", - "693 | \n", - "Genius | \n", - "Biography,Drama | \n", - "A chronicle of Max Perkins's time as the book ... | \n", - "Michael Grandage | \n", - "Colin Firth, Jude Law, Nicole Kidman, Laura Li... | \n", - "2016 | \n", - "104 | \n", - "6.5 | \n", - "10708 | \n", - "1.36 | \n", - "NaN | \n", - "
| 696 | \n", - "697 | \n", - "10 Years | \n", - "Comedy,Drama,Romance | \n", - "The night before their high school reunion, a ... | \n", - "Jamie Linden | \n", - "Channing Tatum, Rosario Dawson, Chris Pratt, J... | \n", - "2011 | \n", - "100 | \n", - "6.1 | \n", - "19636 | \n", - "0.20 | \n", - "NaN | \n", - "
| 648 | \n", - "649 | \n", - "Sleeping Beauty | \n", - "Drama,Romance | \n", - "A haunting portrait of Lucy, a young universit... | \n", - "Julia Leigh | \n", - "Emily Browning, Rachael Blake, Ewen Leslie, Br... | \n", - "2011 | \n", - "101 | \n", - "5.3 | \n", - "27006 | \n", - "0.03 | \n", - "NaN | \n", - "
| 779 | \n", - "780 | \n", - "The Man Who Knew Infinity | \n", - "Biography,Drama | \n", - "The story of the life and academic career of t... | \n", - "Matt Brown | \n", - "Dev Patel, Jeremy Irons, Malcolm Sinclair, Rag... | \n", - "2015 | \n", - "108 | \n", - "7.2 | \n", - "29912 | \n", - "3.86 | \n", - "NaN | \n", - "
| 992 | \n", - "993 | \n", - "Take Me Home Tonight | \n", - "Comedy,Drama,Romance | \n", - "Four years after graduation, an awkward high s... | \n", - "Michael Dowse | \n", - "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", - "2011 | \n", - "97 | \n", - "6.3 | \n", - "45419 | \n", - "6.92 | \n", - "NaN | \n", - "
| 117 | \n", - "118 | \n", - "Dangal | \n", - "Action,Biography,Drama | \n", - "Former wrestler Mahavir Singh Phogat and his t... | \n", - "Nitesh Tiwari | \n", - "Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,... | \n", - "2016 | \n", - "161 | \n", - "8.8 | \n", - "48969 | \n", - "11.15 | \n", - "NaN | \n", - "
| 429 | \n", - "430 | \n", - "The Purge: Election Year | \n", - "Action,Horror,Sci-Fi | \n", - "Former Police Sergeant Barnes becomes head of ... | \n", - "James DeMonaco | \n", - "Frank Grillo, Elizabeth Mitchell, Mykelti Will... | \n", - "2016 | \n", - "109 | \n", - "6.0 | \n", - "54216 | \n", - "79.00 | \n", - "NaN | \n", - "
| 484 | \n", - "485 | \n", - "Angry Birds | \n", - "Animation,Action,Adventure | \n", - "Find out why the birds are so angry. When an i... | \n", - "Clay Kaytis | \n", - "Jason Sudeikis, Josh Gad, Danny McBride, Maya ... | \n", - "2016 | \n", - "97 | \n", - "6.3 | \n", - "55781 | \n", - "107.51 | \n", - "NaN | \n", - "
| 896 | \n", - "897 | \n", - "Concussion | \n", - "Biography,Drama,Sport | \n", - "In Pittsburgh, accomplished pathologist Dr. Be... | \n", - "Peter Landesman | \n", - "Will Smith, Alec Baldwin, Albert Brooks, David... | \n", - "2015 | \n", - "123 | \n", - "7.1 | \n", - "61274 | \n", - "34.53 | \n", - "NaN | \n", - "
| 989 | \n", - "990 | \n", - "Selma | \n", - "Biography,Drama,History | \n", - "A chronicle of Martin Luther King's campaign t... | \n", - "Ava DuVernay | \n", - "David Oyelowo, Carmen Ejogo, Tim Roth, Lorrain... | \n", - "2014 | \n", - "128 | \n", - "7.5 | \n", - "67637 | \n", - "52.07 | \n", - "NaN | \n", - "
| 700 | \n", - "701 | \n", - "Funny Games | \n", - "Crime,Drama,Horror | \n", - "Two psychopathic young men take a family hosta... | \n", - "Michael Haneke | \n", - "Naomi Watts, Tim Roth, Michael Pitt, Brady Corbet | \n", - "2007 | \n", - "111 | \n", - "6.5 | \n", - "73835 | \n", - "1.29 | \n", - "NaN | \n", - "
| 26 | \n", - "27 | \n", - "Bahubali: The Beginning | \n", - "Action,Adventure,Drama | \n", - "In ancient India, an adventurous and daring ma... | \n", - "S.S. Rajamouli | \n", - "Prabhas, Rana Daggubati, Anushka Shetty,Tamann... | \n", - "2015 | \n", - "159 | \n", - "8.3 | \n", - "76193 | \n", - "6.50 | \n", - "NaN | \n", - "
| 435 | \n", - "436 | \n", - "Filth | \n", - "Comedy,Crime,Drama | \n", - "A corrupt, junkie cop with bipolar disorder at... | \n", - "Jon S. Baird | \n", - "James McAvoy, Jamie Bell, Eddie Marsan, Imogen... | \n", - "2013 | \n", - "97 | \n", - "7.1 | \n", - "81301 | \n", - "0.03 | \n", - "NaN | \n", - "
| 758 | \n", - "759 | \n", - "Conan the Barbarian | \n", - "Action,Adventure,Fantasy | \n", - "A vengeful barbarian warrior sets off to get h... | \n", - "Marcus Nispel | \n", - "Jason Momoa, Ron Perlman, Rose McGowan,Stephen... | \n", - "2011 | \n", - "113 | \n", - "5.2 | \n", - "84893 | \n", - "21.27 | \n", - "NaN | \n", - "
| 967 | \n", - "968 | \n", - "The Walk | \n", - "Adventure,Biography,Crime | \n", - "In 1974, high-wire artist Philippe Petit recru... | \n", - "Robert Zemeckis | \n", - "Joseph Gordon-Levitt, Charlotte Le Bon,Guillau... | \n", - "2015 | \n", - "123 | \n", - "7.3 | \n", - "92378 | \n", - "10.14 | \n", - "NaN | \n", - "
| 946 | \n", - "947 | \n", - "The Butler | \n", - "Biography,Drama | \n", - "As Cecil Gaines serves eight presidents during... | \n", - "Lee Daniels | \n", - "Forest Whitaker, Oprah Winfrey, John Cusack, J... | \n", - "2013 | \n", - "132 | \n", - "7.2 | \n", - "93322 | \n", - "116.63 | \n", - "NaN | \n", - "
| 402 | \n", - "403 | \n", - "Bronson | \n", - "Action,Biography,Crime | \n", - "A young man who was sentenced to seven years i... | \n", - "Nicolas Winding Refn | \n", - "Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker | \n", - "2008 | \n", - "92 | \n", - "7.1 | \n", - "93972 | \n", - "0.10 | \n", - "NaN | \n", - "
| 891 | \n", - "892 | \n", - "This Is 40 | \n", - "Comedy,Romance | \n", - "Pete and Debbie are both about to turn 40, the... | \n", - "Judd Apatow | \n", - "Paul Rudd, Leslie Mann, Maude Apatow, Iris Apatow | \n", - "2012 | \n", - "134 | \n", - "6.2 | \n", - "108156 | \n", - "67.52 | \n", - "NaN | \n", - "
| 929 | \n", - "930 | \n", - "The Master | \n", - "Drama | \n", - "A Naval veteran arrives home from war unsettle... | \n", - "Paul Thomas Anderson | \n", - "Philip Seymour Hoffman, Joaquin Phoenix,Amy Ad... | \n", - "2012 | \n", - "144 | \n", - "7.1 | \n", - "112902 | \n", - "16.38 | \n", - "NaN | \n", - "
| 828 | \n", - "829 | \n", - "Grindhouse | \n", - "Action,Horror,Thriller | \n", - "Quentin Tarantino and Robert Rodriguez's homag... | \n", - "Robert Rodriguez | \n", - "Kurt Russell, Rose McGowan, Danny Trejo, Zoë Bell | \n", - "2007 | \n", - "191 | \n", - "7.6 | \n", - "160350 | \n", - "25.03 | \n", - "NaN | \n", - "
| 543 | \n", - "544 | \n", - "P.S. I Love You | \n", - "Drama,Romance | \n", - "A young widow discovers that her late husband ... | \n", - "Richard LaGravenese | \n", - "Hilary Swank, Gerard Butler, Harry Connick Jr.... | \n", - "2007 | \n", - "126 | \n", - "7.1 | \n", - "177247 | \n", - "53.68 | \n", - "NaN | \n", - "
| 445 | \n", - "446 | \n", - "Silent Hill | \n", - "Adventure,Horror,Mystery | \n", - "A woman, Rose, goes in search for her adopted ... | \n", - "Christophe Gans | \n", - "Radha Mitchell, Laurie Holden, Sean Bean,Debor... | \n", - "2006 | \n", - "125 | \n", - "6.6 | \n", - "184152 | \n", - "46.98 | \n", - "NaN | \n", - "
| 755 | \n", - "756 | \n", - "The Road | \n", - "Adventure,Drama | \n", - "In a dangerous post-apocalyptic world, an aili... | \n", - "John Hillcoat | \n", - "Viggo Mortensen, Charlize Theron, Kodi Smit-Mc... | \n", - "2009 | \n", - "111 | \n", - "7.3 | \n", - "187302 | \n", - "0.06 | \n", - "NaN | \n", - "
| 969 | \n", - "970 | \n", - "The Lone Ranger | \n", - "Action,Adventure,Western | \n", - "Native American warrior Tonto recounts the unt... | \n", - "Gore Verbinski | \n", - "Johnny Depp, Armie Hammer, William Fichtner,To... | \n", - "2013 | \n", - "150 | \n", - "6.5 | \n", - "190855 | \n", - "89.29 | \n", - "NaN | \n", - "
| 971 | \n", - "972 | \n", - "Disturbia | \n", - "Drama,Mystery,Thriller | \n", - "A teen living under house arrest becomes convi... | \n", - "D.J. Caruso | \n", - "Shia LaBeouf, David Morse, Carrie-Anne Moss, S... | \n", - "2007 | \n", - "105 | \n", - "6.9 | \n", - "193491 | \n", - "80.05 | \n", - "NaN | \n", - "
| 766 | \n", - "767 | \n", - "Ender's Game | \n", - "Action,Sci-Fi | \n", - "Young Ender Wiggin is recruited by the Interna... | \n", - "Gavin Hood | \n", - "Harrison Ford, Asa Butterfield, Hailee Steinfe... | \n", - "2013 | \n", - "114 | \n", - "6.7 | \n", - "194236 | \n", - "61.66 | \n", - "NaN | \n", - "
| 417 | \n", - "418 | \n", - "Atonement | \n", - "Drama,Mystery,Romance | \n", - "Fledgling writer Briony Tallis, as a thirteen-... | \n", - "Joe Wright | \n", - "Keira Knightley, James McAvoy, Brenda Blethyn,... | \n", - "2007 | \n", - "123 | \n", - "7.8 | \n", - "202890 | \n", - "50.92 | \n", - "NaN | \n", - "
| 706 | \n", - "707 | \n", - "The Adjustment Bureau | \n", - "Romance,Sci-Fi,Thriller | \n", - "The affair between a politician and a contempo... | \n", - "George Nolfi | \n", - "Matt Damon, Emily Blunt, Lisa Thoreson, Floren... | \n", - "2011 | \n", - "106 | \n", - "7.1 | \n", - "208632 | \n", - "62.45 | \n", - "NaN | \n", - "
| 939 | \n", - "940 | \n", - "Up in the Air | \n", - "Drama,Romance | \n", - "Ryan Bingham enjoys living out of a suitcase f... | \n", - "Jason Reitman | \n", - "George Clooney, Vera Farmiga, Anna Kendrick,Ja... | \n", - "2009 | \n", - "109 | \n", - "7.4 | \n", - "279694 | \n", - "83.81 | \n", - "NaN | \n", - "
| 645 | \n", - "646 | \n", - "Gran Torino | \n", - "Drama | \n", - "Disgruntled Korean War veteran Walt Kowalski s... | \n", - "Clint Eastwood | \n", - "Clint Eastwood, Bee Vang, Christopher Carley,A... | \n", - "2008 | \n", - "116 | \n", - "8.2 | \n", - "595779 | \n", - "148.09 | \n", - "NaN | \n", - "
| 634 | \n", - "635 | \n", - "WALL·E | \n", - "Animation,Adventure,Family | \n", - "In the distant future, a small waste-collectin... | \n", - "Andrew Stanton | \n", - "Ben Burtt, Elissa Knight, Jeff Garlin, Fred Wi... | \n", - "2008 | \n", - "98 | \n", - "8.4 | \n", - "776897 | \n", - "223.81 | \n", - "NaN | \n", - "
| \n", - " | Rank | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "
|---|---|---|---|---|---|---|---|
| count | \n", - "872.000000 | \n", - "872.000000 | \n", - "872.000000 | \n", - "872.000000 | \n", - "8.720000e+02 | \n", - "872.000000 | \n", - "838.000000 | \n", - "
| mean | \n", - "492.735092 | \n", - "2012.478211 | \n", - "114.783257 | \n", - "6.814335 | \n", - "1.909701e+05 | \n", - "82.956376 | \n", - "59.575179 | \n", - "
| std | \n", - "288.134843 | \n", - "3.183552 | \n", - "18.633144 | \n", - "0.881674 | \n", - "1.921325e+05 | \n", - "103.253540 | \n", - "16.952416 | \n", - "
| min | \n", - "1.000000 | \n", - "2006.000000 | \n", - "66.000000 | \n", - "1.900000 | \n", - "1.780000e+02 | \n", - "0.000000 | \n", - "11.000000 | \n", - "
| 25% | \n", - "243.750000 | \n", - "2010.000000 | \n", - "101.000000 | \n", - "6.300000 | \n", - "6.062750e+04 | \n", - "13.270000 | \n", - "47.000000 | \n", - "
| 50% | \n", - "488.500000 | \n", - "2013.000000 | \n", - "112.000000 | \n", - "6.900000 | \n", - "1.346540e+05 | \n", - "47.985000 | \n", - "60.000000 | \n", - "
| 75% | \n", - "739.250000 | \n", - "2015.000000 | \n", - "125.000000 | \n", - "7.500000 | \n", - "2.678330e+05 | \n", - "113.715000 | \n", - "72.000000 | \n", - "
| max | \n", - "1000.000000 | \n", - "2016.000000 | \n", - "191.000000 | \n", - "9.000000 | \n", - "1.791916e+06 | \n", - "936.630000 | \n", - "100.000000 | \n", - "
| \n", - " | Rank | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "
|---|---|---|---|---|---|---|---|
| count | \n", - "756.000000 | \n", - "756.000000 | \n", - "756.000000 | \n", - "756.000000 | \n", - "7.560000e+02 | \n", - "756.000000 | \n", - "729.00000 | \n", - "
| mean | \n", - "483.989418 | \n", - "2012.023810 | \n", - "115.861111 | \n", - "6.893386 | \n", - "2.183116e+05 | \n", - "94.058519 | \n", - "59.76406 | \n", - "
| std | \n", - "285.624604 | \n", - "3.141597 | \n", - "18.587200 | \n", - "0.853778 | \n", - "1.922164e+05 | \n", - "106.309789 | \n", - "16.76680 | \n", - "
| min | \n", - "1.000000 | \n", - "2006.000000 | \n", - "81.000000 | \n", - "1.900000 | \n", - "3.003500e+04 | \n", - "0.010000 | \n", - "15.00000 | \n", - "
| 25% | \n", - "241.750000 | \n", - "2010.000000 | \n", - "102.000000 | \n", - "6.300000 | \n", - "8.797600e+04 | \n", - "25.022500 | \n", - "48.00000 | \n", - "
| 50% | \n", - "468.500000 | \n", - "2013.000000 | \n", - "113.000000 | \n", - "7.000000 | \n", - "1.592970e+05 | \n", - "58.315000 | \n", - "60.00000 | \n", - "
| 75% | \n", - "726.250000 | \n", - "2015.000000 | \n", - "126.000000 | \n", - "7.500000 | \n", - "2.951010e+05 | \n", - "127.407500 | \n", - "72.00000 | \n", - "
| max | \n", - "998.000000 | \n", - "2016.000000 | \n", - "191.000000 | \n", - "9.000000 | \n", - "1.791916e+06 | \n", - "936.630000 | \n", - "100.00000 | \n", - "
| \n", - " | Aamir | \n", - "ga_first_name | \n", - "ga_gender | \n", - "ga_accuracy | \n", - "ga_samples | \n", - "
|---|---|---|---|---|---|
| 0 | \n", - "Abdellatif | \n", - "Abdellatif | \n", - "male | \n", - "98.0 | \n", - "2811.0 | \n", - "
| 1 | \n", - "Adam | \n", - "Adam | \n", - "male | \n", - "99.0 | \n", - "101742.0 | \n", - "
| 2 | \n", - "Akiva | \n", - "Akiva | \n", - "male | \n", - "96.0 | \n", - "82.0 | \n", - "
| 3 | \n", - "Alan | \n", - "Alan | \n", - "male | \n", - "99.0 | \n", - "44635.0 | \n", - "
| 4 | \n", - "Albert | \n", - "Albert | \n", - "male | \n", - "98.0 | \n", - "31368.0 | \n", - "
| \n", - " | ga_accuracy | \n", - "ga_samples | \n", - "
|---|---|---|
| count | \n", - "269.000000 | \n", - "269.000000 | \n", - "
| mean | \n", - "94.907063 | \n", - "34596.427509 | \n", - "
| std | \n", - "8.705522 | \n", - "48960.740264 | \n", - "
| min | \n", - "53.000000 | \n", - "3.000000 | \n", - "
| 25% | \n", - "96.000000 | \n", - "2786.000000 | \n", - "
| 50% | \n", - "99.000000 | \n", - "16621.000000 | \n", - "
| 75% | \n", - "99.000000 | \n", - "48262.000000 | \n", - "
| max | \n", - "100.000000 | \n", - "381770.000000 | \n", - "
| \n", - " | Aamir | \n", - "ga_first_name | \n", - "ga_gender | \n", - "ga_accuracy | \n", - "ga_samples | \n", - "
|---|---|---|---|---|---|
| 15 | \n", - "Ang | \n", - "Ang | \n", - "female | \n", - "53.0 | \n", - "1491.0 | \n", - "
| 120 | \n", - "Jemaine | \n", - "Jemaine | \n", - "male | \n", - "60.0 | \n", - "20.0 | \n", - "
| 77 | \n", - "Eli | \n", - "Eli | \n", - "female | \n", - "61.0 | \n", - "13642.0 | \n", - "
| 202 | \n", - "Peyton | \n", - "Peyton | \n", - "female | \n", - "62.0 | \n", - "893.0 | \n", - "
| 225 | \n", - "S. | \n", - "S. | \n", - "male | \n", - "64.0 | \n", - "1577.0 | \n", - "
| 43 | \n", - "Cary | \n", - "Cary | \n", - "male | \n", - "64.0 | \n", - "1377.0 | \n", - "
| 158 | \n", - "Lone | \n", - "Lone | \n", - "female | \n", - "66.0 | \n", - "1034.0 | \n", - "
| 268 | \n", - "Yimou | \n", - "Yimou | \n", - "male | \n", - "67.0 | \n", - "3.0 | \n", - "
| 156 | \n", - "Lenny | \n", - "Lenny | \n", - "male | \n", - "67.0 | \n", - "3316.0 | \n", - "
| 85 | \n", - "Fede | \n", - "Fede | \n", - "male | \n", - "68.0 | \n", - "6402.0 | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "Director_Fname | \n", - "Director_Lname | \n", - "Director_genre | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 751 | \n", - "993 | \n", - "Take Me Home Tonight | \n", - "Comedy,Drama,Romance | \n", - "Four years after graduation, an awkward high s... | \n", - "Michael Dowse | \n", - "Topher Grace, Anna Faris, Dan Fogler, Teresa P... | \n", - "2011 | \n", - "97 | \n", - "6.3 | \n", - "45419 | \n", - "6.92 | \n", - "NaN | \n", - "Michael | \n", - "Dowse | \n", - "male | \n", - "
| 752 | \n", - "994 | \n", - "Resident Evil: Afterlife | \n", - "Action,Adventure,Horror | \n", - "While still out to destroy the evil Umbrella C... | \n", - "Paul W.S. Anderson | \n", - "Milla Jovovich, Ali Larter, Wentworth Miller,K... | \n", - "2010 | \n", - "97 | \n", - "5.9 | \n", - "140900 | \n", - "60.13 | \n", - "37.0 | \n", - "Paul | \n", - "W.S. Anderson | \n", - "male | \n", - "
| 753 | \n", - "995 | \n", - "Project X | \n", - "Comedy | \n", - "3 high school seniors throw a birthday party t... | \n", - "Nima Nourizadeh | \n", - "Thomas Mann, Oliver Cooper, Jonathan Daniel Br... | \n", - "2012 | \n", - "88 | \n", - "6.7 | \n", - "164088 | \n", - "54.72 | \n", - "48.0 | \n", - "Nima | \n", - "Nourizadeh | \n", - "male | \n", - "
| 754 | \n", - "997 | \n", - "Hostel: Part II | \n", - "Horror | \n", - "Three American college students studying abroa... | \n", - "Eli Roth | \n", - "Lauren German, Heather Matarazzo, Bijou Philli... | \n", - "2007 | \n", - "94 | \n", - "5.5 | \n", - "73152 | \n", - "17.54 | \n", - "46.0 | \n", - "Eli | \n", - "Roth | \n", - "female | \n", - "
| 755 | \n", - "998 | \n", - "Step Up 2: The Streets | \n", - "Drama,Music,Romance | \n", - "Romantic sparks occur between two dance studen... | \n", - "Jon M. Chu | \n", - "Robert Hoffman, Briana Evigan, Cassie Ventura,... | \n", - "2008 | \n", - "98 | \n", - "6.2 | \n", - "70699 | \n", - "58.01 | \n", - "50.0 | \n", - "Jon | \n", - "M. Chu | \n", - "male | \n", - "
| \n", - " | Rank | \n", - "Title | \n", - "Genre | \n", - "Description | \n", - "Director | \n", - "Actors | \n", - "Year | \n", - "Runtime (Minutes) | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "Metascore | \n", - "Director_Fname | \n", - "Director_Lname | \n", - "Director_genre | \n", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "1 | \n", - "Guardians of the Galaxy | \n", - "Action,Adventure,Sci-Fi | \n", - "A group of intergalactic criminals are forced ... | \n", - "James Gunn | \n", - "Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... | \n", - "2014 | \n", - "121 | \n", - "8.1 | \n", - "757074 | \n", - "333.13 | \n", - "76.0 | \n", - "James | \n", - "Gunn | \n", - "male | \n", - "
| 1 | \n", - "2 | \n", - "Prometheus | \n", - "Adventure,Mystery,Sci-Fi | \n", - "Following clues to the origin of mankind, a te... | \n", - "Ridley Scott | \n", - "Noomi Rapace, Logan Marshall-Green, Michael Fa... | \n", - "2012 | \n", - "124 | \n", - "7.0 | \n", - "485820 | \n", - "126.46 | \n", - "65.0 | \n", - "Ridley | \n", - "Scott | \n", - "male | \n", - "
| 2 | \n", - "3 | \n", - "Split | \n", - "Horror,Thriller | \n", - "Three girls are kidnapped by a man with a diag... | \n", - "M. Night Shyamalan | \n", - "James McAvoy, Anya Taylor-Joy, Haley Lu Richar... | \n", - "2016 | \n", - "117 | \n", - "7.3 | \n", - "157606 | \n", - "138.12 | \n", - "62.0 | \n", - "M. | \n", - "Night Shyamalan | \n", - "male | \n", - "
| 3 | \n", - "4 | \n", - "Sing | \n", - "Animation,Comedy,Family | \n", - "In a city of humanoid animals, a hustling thea... | \n", - "Christophe Lourdelet | \n", - "Matthew McConaughey,Reese Witherspoon, Seth Ma... | \n", - "2016 | \n", - "108 | \n", - "7.2 | \n", - "60545 | \n", - "270.32 | \n", - "59.0 | \n", - "Christophe | \n", - "Lourdelet | \n", - "male | \n", - "
| 4 | \n", - "5 | \n", - "Suicide Squad | \n", - "Action,Adventure,Fantasy | \n", - "A secret government agency recruits some of th... | \n", - "David Ayer | \n", - "Will Smith, Jared Leto, Margot Robbie, Viola D... | \n", - "2016 | \n", - "123 | \n", - "6.2 | \n", - "393727 | \n", - "325.02 | \n", - "40.0 | \n", - "David | \n", - "Ayer | \n", - "male | \n", - "
| \n", - " | Rank | \n", - "Year | \n", - "Rating | \n", - "Votes | \n", - "Revenue (Millions) | \n", - "
|---|---|---|---|---|---|
| Rank | \n", - "1.000000 | \n", - "-0.384864 | \n", - "-0.263368 | \n", - "-0.313589 | \n", - "-0.288063 | \n", - "
| Year | \n", - "-0.384864 | \n", - "1.000000 | \n", - "-0.090160 | \n", - "-0.269849 | \n", - "-0.029980 | \n", - "
| Rating | \n", - "-0.263368 | \n", - "-0.090160 | \n", - "1.000000 | \n", - "0.514056 | \n", - "0.189275 | \n", - "
| Votes | \n", - "-0.313589 | \n", - "-0.269849 | \n", - "0.514056 | \n", - "1.000000 | \n", - "0.604439 | \n", - "
| Revenue (Millions) | \n", - "-0.288063 | \n", - "-0.029980 | \n", - "0.189275 | \n", - "0.604439 | \n", - "1.000000 | \n", - "
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