Python Web Scraping: Download IMDB’s Top 250 data – w3resource

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Python Net Scraping: Train-23 with Resolution

Write a Python program to obtain IMDB’s High 250 information (film title, Preliminary launch, director title and stars).

Pattern Resolution:

See more: How to get all movie names imdb top 250 beautifulsoup

Editor’s Choice: Best Sci-Fi Movies of the Last 15 Years | Den of Geek

Python Code:

#https://bit.ly/2NyxdAG from bs4 import BeautifulSoup import requests import re # Obtain IMDB’s High 250 information url = ‘http://www.imdb.com/chart/prime’ response = requests.get(url) soup = BeautifulSoup(response.textual content, ‘lxml’) motion pictures = soup.choose(‘td.titleColumn’) hyperlinks = [a.attrs.get(‘href’) for a in soup.select(‘td.titleColumn a’)] crew = [a.attrs.get(‘title’) for a in soup.select(‘td.titleColumn a’)] rankings = [b.attrs.get(‘data-value’) for b in soup.select(‘td.posterColumn span[name=ir]’)] votes = [b.attrs.get(‘data-value’) for b in soup.select(‘td.ratingColumn strong’)] imdb = [] # Retailer every merchandise into dictionary (information), then put these into an inventory (imdb) for index in vary(0, len(motion pictures)): # Seperate film into: ‘place’, ‘title’, ‘yr’ movie_string = motion pictures[index].get_text() film = (‘ ‘.be part of(movie_string.break up()).change(‘.’, ”)) movie_title = film[len(str(index))+1:-7] yr = re.search(‘((.*?))’, movie_string).group(1) place = film[:len(str(index))-(len(movie))] information = {“movie_title”: movie_title, “yr”: yr, “place”: place, “star_cast”: crew[index], “score”: rankings[index], “vote”: votes[index], “hyperlink”: hyperlinks[index]} imdb.append(information) for merchandise in imdb: print(merchandise[‘place’], ‘-‘, merchandise[‘movie_title’], ‘(‘+merchandise[‘year’]+’) -‘, ‘Starring:’, merchandise[‘star_cast’])

Pattern Output:

1 – The Shawshank Redemption (1994) – Starring: Frank Darabont (dir.), Tim Robbins, Morgan Freeman 2 – The Godfather (1972) – Starring: Francis Ford Coppola (dir.), Marlon Brando, Al Pacino 3 – The Godfather: Half II (1974) – Starring: Francis Ford Coppola (dir.), Al Pacino, Robert De Niro 4 – The Darkish Knight (2008) – Starring: Christopher Nolan (dir.), Christian Bale, Heath Ledger 5 – 12 Offended Males (1957) – Starring: Sidney Lumet (dir.), Henry Fonda, Lee J. Cobb 6 – Schindler’s Record (1993) – Starring: Steven Spielberg (dir.), Liam Neeson, Ralph Fiennes 7 – The Lord of the Rings: The Return of the King (2003) – Starring: Peter Jackson (dir.), Elijah Wooden, Viggo Mortensen 8 – Pulp Fiction (1994) – Starring: Quentin Tarantino (dir.), John Travolta, Uma Thurman 9 – The Good, the Unhealthy and the Ugly (1966) – Starring: Sergio Leone (dir.), Clint Eastwood, Eli Wallach 1 – Battle Membership (1999) – Starring: David Fincher (dir.), Brad Pitt, Edward Norton 11 – The Lord of the Rings: The Fellowship of the Ring (2001) – Starring: Peter Jackson (dir.), Elijah Wooden, Ian McKellen 12 – Forrest Gump (1994) – Starring: Robert Zemeckis (dir.), Tom Hanks, Robin Wright 13 – Star Wars: Episode V – The Empire Strikes Again (1980) – Starring: Irvin Kershner (dir.), Mark Hamill, Harrison Ford 14 – Inception (2010) – Starring: Christopher Nolan (dir.), Leonardo DiCaprio, Joseph Gordon-Levitt 15 – The Lord of the Rings: The Two Towers (2002) – Starring: Peter Jackson (dir.), Elijah Wooden, Ian McKellen 16 – One Flew Over the Cuckoo’s Nest (1975) – Starring: Milos Forman (dir.), Jack Nicholson, Louise Fletcher 17 – Goodfellas (1990) – Starring: Martin Scorsese (dir.), Robert De Niro, Ray Liotta 18 – The Matrix (1999) – Starring: Lana Wachowski (dir.), Keanu Reeves, Laurence Fishburne 19 – Seven Samurai (1954) – Starring: Akira Kurosawa (dir.), Toshirô Mifune, Takashi Shimura 20 – Avengers: Infinity Conflict (2018) – Starring: Anthony Russo (dir.), Robert Downey Jr., Chris Hemsworth 21 – Metropolis of God (2002) – Starring: Fernando Meirelles (dir.), Alexandre Rodrigues, Leandro Firmino 22 – Star Wars: Episode IV – A New Hope (1977) – Starring: George Lucas (dir.), Mark Hamill, Harrison Ford 23 – Se7en (1995) – Starring: David Fincher (dir.), Morgan Freeman, Brad Pitt 24 – The Silence of the Lambs (1991) – Starring: Jonathan Demme (dir.), Jodie Foster, Anthony Hopkins 25 – It is a Great Life (1946) – Starring: Frank Capra (dir.), James Stewart, Donna Reed 26 – Life Is Lovely (1997) – Starring: Roberto Benigni (dir.), Roberto Benigni, Nicoletta Braschi 27 – The Normal Suspects (1995) – Starring: Bryan Singer (dir.), Kevin Spacey, Gabriel Byrne 28 – Spirited Away (2001) – Starring: Hayao Miyazaki (dir.), Daveigh Chase, Suzanne Pleshette 29 – Saving Personal Ryan (1998) – Starring: Steven Spielberg (dir.), Tom Hanks, Matt Damon 30 – Léon: The Skilled (1994) – Starring: Luc Besson (dir.), Jean Reno, Gary Oldman 31 – The Inexperienced Mile (1999) – Starring: Frank Darabont (dir.), Tom Hanks, Michael Clarke Duncan 32 – Interstellar (2014) – Starring: Christopher Nolan (dir.), Matthew McConaughey, Anne Hathaway 33 – American Historical past X (1998) – Starring: Tony Kaye (dir.), Edward Norton, Edward Furlong 34 – Psycho (1960) – Starring: Alfred Hitchcock (dir.), Anthony Perkins, Janet Leigh 35 – Metropolis Lights (1931) – Starring: Charles Chaplin (dir.), Charles Chaplin, Virginia Cherrill 36 – As soon as Upon a Time within the West (1968) – Starring: Sergio Leone (dir.), Henry Fonda, Charles Bronson 37 – Casablanca (1942) – Starring: Michael Curtiz (dir.), Humphrey Bogart, Ingrid Bergman 38 – Trendy Instances (1936) – Starring: Charles Chaplin (dir.), Charles Chaplin, Paulette Goddard 39 – The Intouchables (2011) – Starring: Olivier Nakache (dir.), François Cluzet, Omar Sy 40 – The Pianist (2002) – Starring: Roman Polanski (dir.), Adrien Brody, Thomas Kretschmann 41 – The Departed (2006) – Starring: Martin Scorsese (dir.), Leonardo DiCaprio, Matt Damon 42 – Terminator 2 (1991) – Starring: James Cameron (dir.), Arnold Schwarzenegger, Linda Hamilton 43 – Again to the Future (1985) – Starring: Robert Zemeckis (dir.), Michael J. Fox, Christopher Lloyd 44 – Raiders of the Misplaced Ark (1981) – Starring: Steven Spielberg (dir.), Harrison Ford, Karen Allen 45 – Rear Window (1954) – Starring: Alfred Hitchcock (dir.), James Stewart, Grace Kelly 46 – Whiplash (2014) – Starring: Damien Chazelle (dir.), Miles Teller, J.Okay. Simmons 47 – Gladiator (2000) – Starring: Ridley Scott (dir.), Russell Crowe, Joaquin Phoenix 48 – The Lion King (1994) – Starring: Roger Allers (dir.), Matthew Broderick, Jeremy Irons 49 – The Status (2006) – Starring: Christopher Nolan (dir.), Christian Bale, Hugh Jackman 50 – Memento (2000) – Starring: Christopher Nolan (dir.), Man Pearce, Carrie-Anne Moss 51 – Apocalypse Now (1979) – Starring: Francis Ford Coppola (dir.), Martin Sheen, Marlon Brando 52 – Alien (1979) – Starring: Ridley Scott (dir.), Sigourney Weaver, Tom Skerritt 53 – The Nice Dictator (1940) – Starring: Charles Chaplin (dir.), Charles Chaplin, Paulette Goddard 54 – Cinema Paradiso (1988) – Starring: Giuseppe Tornatore (dir.), Philippe Noiret, Enzo Cannavale 55 – Grave of the Fireflies (1988) – Starring: Isao Takahata (dir.), Tsutomu Tatsumi, Ayano Shiraishi 56 – Sundown Blvd (1950) – Starring: Billy Wilder (dir.), William Holden, Gloria Swanson 57 – Dr Strangelove or: How I Realized to Cease Worrying and Love the Bomb (1964) – Starring: Stanley Kubrick (dir.), Peter Sellers, George C. Scott 58 – The Lives of Others (2006) – Starring: Florian Henckel von Donnersmarck (dir.), Ulrich Mühe, Martina Gedeck 59 – Paths of Glory (1957) – Starring: Stanley Kubrick (dir.), Kirk Douglas, Ralph Meeker 60 – The Shining (1980) – Starring: Stanley Kubrick (dir.), Jack Nicholson, Shelley Duvall 61 – Django Unchained (2012) – Starring: Quentin Tarantino (dir.), Jamie Foxx, Christoph Waltz 62 – WALL·E (2008) – Starring: Andrew Stanton (dir.), Ben Burtt, Elissa Knight 63 – Coco (2017) – Starring: Lee Unkrich (dir.), Anthony Gonzalez, Gael García Bernal 64 – Princess Mononoke (1997) – Starring: Hayao Miyazaki (dir.), Yôji Matsuda, Yuriko Ishida 65 – American Magnificence (1999) – Starring: Sam Mendes (dir.), Kevin Spacey, Annette Bening 66 – The Darkish Knight Rises (2012) – Starring: Christopher Nolan (dir.), Christian Bale, Tom Hardy 67 – Witness for the Prosecution (1957) – Starring: Billy Wilder (dir.), Tyrone Energy, Marlene Dietrich 68 – Oldeuboi (2003) – Starring: Chan-wook Park (dir.), Min-sik Choi, Ji-tae Yu 69 – Aliens (1986) – Starring: James Cameron (dir.), Sigourney Weaver, Michael Biehn 70 – As soon as Upon a Time in America (1984) – Starring: Sergio Leone (dir.), Robert De Niro, James Woods 71 – Das Boot (1981) – Starring: Wolfgang Petersen (dir.), Jürgen Prochnow, Herbert Grönemeyer 72 – Citizen Kane (1941) – Starring: Orson Welles (dir.), Orson Welles, Joseph Cotten 73 – Vertigo (1958) – Starring: Alfred Hitchcock (dir.), James Stewart, Kim Novak 74 – North by Northwest (1959) – Starring: Alfred Hitchcock (dir.), Cary Grant, Eva Marie Saint 75 – Braveheart (1995) – Starring: Mel Gibson (dir.), Mel Gibson, Sophie Marceau 76 – Reservoir Canine (1992) – Starring: Quentin Tarantino (dir.), Harvey Keitel, Tim Roth 77 – Star Wars: Episode VI – Return of the Jedi (1983) – Starring: Richard Marquand (dir.), Mark Hamill, Harrison Ford 78 – Kimi no na wa (2016) – Starring: Makoto Shinkai (dir.), Ryûnosuke Kamiki, Mone Kamishiraishi 79 – M (1931) – Starring: Fritz Lang (dir.), Peter Lorre, Ellen Widmann 80 – Dangal (2016) – Starring: Nitesh Tiwari (dir.), Aamir Khan, Sakshi Tanwar 81 – Requiem for a Dream (2000) – Starring: Darren Aronofsky (dir.), Ellen Burstyn, Jared Leto 82 – Amadeus (1984) – Starring: Milos Forman (dir.), F. Murray Abraham, Tom Hulce 83 – Taare Zameen Par (2007) – Starring: Aamir Khan (dir.), Darsheel Safary, Aamir Khan 84 – Amélie (2001) – Starring: Jean-Pierre Jeunet (dir.), Audrey Tautou, Mathieu Kassovitz 85 – Lawrence of Arabia (1962) – Starring: David Lean (dir.), Peter O’Toole, Alec Guinness 86 – A Clockwork Orange (1971) – Starring: Stanley Kubrick (dir.), Malcolm McDowell, Patrick Magee 87 – Everlasting Sunshine of the Spotless Thoughts (2004) – Starring: Michel Gondry (dir.), Jim Carrey, Kate Winslet 88 – Double Indemnity (1944) – Starring: Billy Wilder (dir.), Fred MacMurray, Barbara Stanwyck 89 – Taxi Driver (1976) – Starring: Martin Scorsese (dir.), Robert De Niro, Jodie Foster 90 – 2001: A House Odyssey (1968) – Starring: Stanley Kubrick (dir.), Keir Dullea, Gary Lockwood 91 – 3 Idiots (2009) – Starring: Rajkumar Hirani (dir.), Aamir Khan, Madhavan 92 – Toy Story (1995) – Starring: John Lasseter (dir.), Tom Hanks, Tim Allen 93 – Singin’ within the Rain (1952) – Starring: Stanley Donen (dir.), Gene Kelly, Donald O’Connor 94 – Full Steel Jacket (1987) – Starring: Stanley Kubrick (dir.), Matthew Modine, R. Lee Ermey 95 – To Kill a Mockingbird (1962) – Starring: Robert Mulligan (dir.), Gregory Peck, John Megna 96 – Inglourious Basterds (2009) – Starring: Quentin Tarantino (dir.), Brad Pitt, Diane Kruger 97 – Bicycle Thieves (1948) – Starring: Vittorio De Sica (dir.), Lamberto Maggiorani, Enzo Staiola 98 – The Sting (1973) – Starring: George Roy Hill (dir.), Paul Newman, Robert Redford 99 – The Child (1921) – Starring: Charles Chaplin (dir.), Charles Chaplin, Edna Purviance 10 – Toy Story 3 (2010) – Starring: Lee Unkrich (dir.), Tom Hanks, Tim Allen 101 – Good Will Looking (1997) – Starring: Gus Van Sant (dir.), Robin Williams, Matt Damon 102 – Snatch (2000) – Starring: Man Ritchie (dir.), Jason Statham, Brad Pitt 103 – Jagten (2012) – Starring: Thomas Vinterberg (dir.), Mads Mikkelsen, Thomas Bo Larsen 104 – Monty Python and the Holy Grail (1975) – Starring: Terry Gilliam (dir.), Graham Chapman, John Cleese 105 – For a Few {Dollars} Extra (1965) – Starring: Sergio Leone (dir.), Clint Eastwood, Lee Van Cleef 106 – Scarface (1983) – Starring: Brian De Palma (dir.), Al Pacino, Michelle Pfeiffer 107 – LA Confidential (1997) – Starring: Curtis Hanson (dir.), Kevin Spacey, Russell Crowe 108 – The House (1960) – Starring: Billy Wilder (dir.), Jack Lemmon, Shirley MacLaine 109 – Metropolis (1927) – Starring: Fritz Lang (dir.), Brigitte Helm, Alfred Abel 110 – A Separation (2011) – Starring: Asghar Farhadi (dir.), Payman Maadi, Leila Hatami 111 – Rashômon (1950) – Starring: Akira Kurosawa (dir.), Toshirô Mifune, Machiko Kyô 112 – Indiana Jones and the Final Campaign (1989) – Starring: Steven Spielberg (dir.), Harrison Ford, Sean Connery 113 – Up (2009) – Starring: Pete Docter (dir.), Edward Asner, Jordan Nagai 114 – Yojimbo (1961) – Starring: Akira Kurosawa (dir.), Toshirô Mifune, Eijirô Tôno 115 – All About Eve (1950) – Starring: Joseph L. Mankiewicz (dir.), Bette Davis, Anne Baxter 116 – Batman Begins (2005) – Starring: Christopher Nolan (dir.), Christian Bale, Michael Caine 117 – Some Like It Scorching (1959) – Starring: Billy Wilder (dir.), Marilyn Monroe, Tony Curtis 118 – Unforgiven (1992) – Starring: Clint Eastwood (dir.), Clint Eastwood, Gene Hackman 119 – The Treasure of the Sierra Madre (1948) – Starring: John Huston (dir.), Humphrey Bogart, Walter Huston 120 – Downfall (2004) – Starring: Oliver Hirschbiegel (dir.), Bruno Ganz, Alexandra Maria Lara 121 – Die Onerous (1988) – Starring: John McTiernan (dir.), Bruce Willis, Alan Rickman 122 – Warmth (1995) – Starring: Michael Mann (dir.), Al Pacino, Robert De Niro 123 – Babam ve Oglum (2005) – Starring: Çagan Irmak (dir.), Çetin Tekindor, Fikret Kuskan 124 – Raging Bull (1980) – Starring: Martin Scorsese (dir.), Robert De Niro, Cathy Moriarty 125 – Ikiru (1952) – Starring: Akira Kurosawa (dir.), Takashi Shimura, Nobuo Kaneko 126 – The Nice Escape (1963) – Starring: John Sturges (dir.), Steve McQueen, James Garner 127 – Incendies (2010) – Starring: Denis Villeneuve (dir.), Lubna Azabal, Mélissa Désormeaux-Poulin 128 – The Third Man (1949) – Starring: Carol Reed (dir.), Orson Welles, Joseph Cotten 129 – Kids of Heaven (1997) – Starring: Majid Majidi (dir.), Mohammad Amir Naji, Amir Farrokh Hashemian 130 – Pan’s Labyrinth (2006) – Starring: Guillermo del Toro (dir.), Ivana Baquero, Ariadna Gil 131 – Chinatown (1974) – Starring: Roman Polanski (dir.), Jack Nicholson, Faye Dunaway 132 – My Neighbor Totoro (1988) – Starring: Hayao Miyazaki (dir.), Hitoshi Takagi, Noriko Hidaka 133 – Three Billboards Outdoors Ebbing, Missouri (2017) – Starring: Martin McDonagh (dir.), Frances McDormand, Woody Harrelson 134 – Judgment at Nuremberg (1961) – Starring: Stanley Kramer (dir.), Spencer Tracy, Burt Lancaster 135 – Ran (1985) – Starring: Akira Kurosawa (dir.), Tatsuya Nakadai, Akira Terao 136 – Howl’s Transferring Citadel (2004) – Starring: Hayao Miyazaki (dir.), Chieko Baishô, Takuya Kimura 137 – The Secret in Their Eyes (2009) – Starring: Juan José Campanella (dir.), Ricardo Darín, Soledad Villamil 138 – The Gold Rush (1925) – Starring: Charles Chaplin (dir.), Charles Chaplin, Mack Swain 139 – The Bridge on the River Kwai (1957) – Starring: David Lean (dir.), William Holden, Alec Guinness 140 – On the Waterfront (1954) – Starring: Elia Kazan (dir.), Marlon Brando, Karl Malden 141 – Lock, Inventory and Two Smoking Barrels (1998) – Starring: Man Ritchie (dir.), Jason Flemyng, Dexter Fletcher 142 – A Lovely Thoughts (2001) – Starring: Ron Howard (dir.), Russell Crowe, Ed Harris 143 – The Seventh Seal (1957) – Starring: Ingmar Bergman (dir.), Max von Sydow, Gunnar Björnstrand 144 – Inside Out (2015) – Starring: Pete Docter (dir.), Amy Poehler, Invoice Hader 145 – On line casino (1995) – Starring: Martin Scorsese (dir.), Robert De Niro, Sharon Stone 146 – Room (2015) – Starring: Lenny Abrahamson (dir.), Brie Larson, Jacob Tremblay 147 – Mr Smith Goes to Washington (1939) – Starring: Frank Capra (dir.), James Stewart, Jean Arthur 148 – The Elephant Man (1980) – Starring: David Lynch (dir.), Anthony Hopkins, John Damage 149 – The Wolf of Wall Road (2013) – Starring: Martin Scorsese (dir.), Leonardo DiCaprio, Jonah Hill 150 – V for Vendetta (2005) – Starring: James McTeigue (dir.), Hugo Weaving, Natalie Portman 151 – Blade Runner (1982) – Starring: Ridley Scott (dir.), Harrison Ford, Rutger Hauer 152 – Warrior (2011) – Starring: Gavin O’Connor (dir.), Tom Hardy, Nick Nolte 153 – Wild Strawberries (1957) – Starring: Ingmar Bergman (dir.), Victor Sjöström, Bibi Andersson 154 – The Basic (1926) – Starring: Clyde Bruckman (dir.), Buster Keaton, Marion Mack 155 – Dial M for Homicide (1954) – Starring: Alfred Hitchcock (dir.), Ray Milland, Grace Kelly 156 – Trainspotting (1996) – Starring: Danny Boyle (dir.), Ewan McGregor, Ewen Bremner 157 – No Nation for Outdated Males (2007) – Starring: Ethan Coen (dir.), Tommy Lee Jones, Javier Bardem 158 – Gone with the Wind (1939) – Starring: Victor Fleming (dir.), Clark Gable, Vivien Leigh 159 – Sherlock Jr (1924) – Starring: Buster Keaton (dir.), Buster Keaton, Kathryn McGuire 160 – The Sixth Sense (1999) – Starring: M. Night time Shyamalan (dir.), Bruce Willis, Haley Joel Osment 161 – There Will Be Blood (2007) – Starring: Paul Thomas Anderson (dir.), Daniel Day-Lewis, Paul Dano 162 – Gran Torino (2008) – Starring: Clint Eastwood (dir.), Clint Eastwood, Bee Vang 163 – Fargo (1996) – Starring: Joel Coen (dir.), William H. Macy, Frances McDormand 164 – The Deer Hunter (1978) – Starring: Michael Cimino (dir.), Robert De Niro, Christopher Walken 165 – The Factor (1982) – Starring: John Carpenter (dir.), Kurt Russell, Wilford Brimley 166 – Discovering Nemo (2003) – Starring: Andrew Stanton (dir.), Albert Brooks, Ellen DeGeneres 167 – The Large Lebowski (1998) – Starring: Joel Coen (dir.), Jeff Bridges, John Goodman 168 – Come and See (1985) – Starring: Elem Klimov (dir.), Aleksey Kravchenko, Olga Mironova 169 – Kill Invoice: Vol 1 (2003) – Starring: Quentin Tarantino (dir.), Uma Thurman, David Carradine 170 – Cool Hand Luke (1967) – Starring: Stuart Rosenberg (dir.), Paul Newman, George Kennedy 171 – Incredibles 2 (2018) – Starring: Brad Fowl (dir.), Craig T. Nelson, Holly Hunter 172 – Rebecca (1940) – Starring: Alfred Hitchcock (dir.), Laurence Olivier, Joan Fontaine 173 – Shutter Island (2010) – Starring: Martin Scorsese (dir.), Leonardo DiCaprio, Emily Mortimer 174 – Dawn (1927) – Starring: F.W. Murnau (dir.), George O’Brien, Janet Gaynor 175 – Tokyo Story (1953) – Starring: Yasujirô Ozu (dir.), Chishû Ryû, Chieko Higashiyama 176 – Hacksaw Ridge (2016) – Starring: Mel Gibson (dir.), Andrew Garfield, Sam Worthington 177 – Mary and Max (2009) – Starring: Adam Elliot (dir.), Toni Collette, Philip Seymour Hoffman 178 – Easy methods to Prepare Your Dragon (2010) – Starring: Dean DeBlois (dir.), Jay Baruchel, Gerard Butler 179 – Gone Lady (2014) – Starring: David Fincher (dir.), Ben Affleck, Rosamund Pike 180 – The Bandit (1996) – Starring: Yavuz Turgul (dir.), Sener Sen, Ugur Yücel 181 – Relatos salvajes (2014) – Starring: Damián Szifron (dir.), Darío Grandinetti, María Marull 182 – Into the Wild (2007) – Starring: Sean Penn (dir.), Emile Hirsch, Vince Vaughn 183 – Lifetime of Brian (1979) – Starring: Terry Jones (dir.), Graham Chapman, John Cleese 184 – It Occurred One Night time (1934) – Starring: Frank Capra (dir.), Clark Gable, Claudette Colbert 185 – Andrei Rublev (1966) – Starring: Andrei Tarkovsky (dir.), Anatoliy Solonitsyn, Ivan Lapikov 186 – Jurassic Park (1993) – Starring: Steven Spielberg (dir.), Sam Neill, Laura Dern 187 – Platoon (1986) – Starring: Oliver Stone (dir.), Charlie Sheen, Tom Berenger 188 – Within the Identify of the Father (1993) – Starring: Jim Sheridan (dir.), Daniel Day-Lewis, Pete Postlethwaite 189 – Rang De Basanti (2006) – Starring: Rakeysh Omprakash Mehra (dir.), Aamir Khan, Soha Ali Khan 190 – Stand by Me (1986) – Starring: Rob Reiner (dir.), Wil Wheaton, River Phoenix 191 – The Grand Budapest Lodge (2014) – Starring: Wes Anderson (dir.), Ralph Fiennes, F. Murray Abraham 192 – Community (1976) – Starring: Sidney Lumet (dir.), Faye Dunaway, William Holden 193 – Lodge Rwanda (2004) – Starring: Terry George (dir.), Don Cheadle, Sophie Okonedo 194 – The Ardour of Joan of Arc (1928) – Starring: Carl Theodor Dreyer (dir.), Maria Falconetti, Eugene Silvain 195 – Stalker (1979) – Starring: Andrei Tarkovsky (dir.), Alisa Freyndlikh, Aleksandr Kaydanovskiy 196 – Ben-Hur (1959) – Starring: William Wyler (dir.), Charlton Heston, Jack Hawkins 197 – The Truman Present (1998) – Starring: Peter Weir (dir.), Jim Carrey, Ed Harris 198 – The Wages of Worry (1953) – Starring: Henri-Georges Clouzot (dir.), Yves Montand, Charles Vanel 199 – Persona (1966) – Starring: Ingmar Bergman (dir.), Bibi Andersson, Liv Ullmann 200 – Rush (2013) – Starring: Ron Howard (dir.), Daniel Brühl, Chris Hemsworth 201 – Reminiscences of Homicide (2003) – Starring: Joon-ho Bong (dir.), Kang-ho Music, Sang-kyung Kim 202 – 12 Years a Slave (2013) – Starring: Steve McQueen (dir.), Chiwetel Ejiofor, Michael Kenneth Williams 203 – Million Greenback Child (2004) – Starring: Clint Eastwood (dir.), Hilary Swank, Clint Eastwood 204 – Mad Max: Fury Street (2015) – Starring: George Miller (dir.), Tom Hardy, Charlize Theron 205 – The 400 Blows (1959) – Starring: François Truffaut (dir.), Jean-Pierre Léaud, Albert Rémy 206 – Highlight (2015) – Starring: Tom McCarthy (dir.), Mark Ruffalo, Michael Keaton 207 – Logan (2017) – Starring: James Mangold (dir.), Hugh Jackman, Patrick Stewart 208 – Earlier than Dawn (1995) – Starring: Richard Linklater (dir.), Ethan Hawke, Julie Delpy 209 – Amores Perros (2000) – Starring: Alejandro G. Iñárritu (dir.), Emilio Echevarría, Gael García Bernal 210 – Hachi: A Canine’s Story (2009) – Starring: Lasse Hallström (dir.), Richard Gere, Joan Allen 211 – Prisoners (2013) – Starring: Denis Villeneuve (dir.), Hugh Jackman, Jake Gyllenhaal 212 – Butch Cassidy and the Sundance Child (1969) – Starring: George Roy Hill (dir.), Paul Newman, Robert Redford 213 – The Princess Bride (1987) – Starring: Rob Reiner (dir.), Cary Elwes, Mandy Patinkin 214 – Blade Runner 2049 (2017) – Starring: Denis Villeneuve (dir.), Harrison Ford, Ryan Gosling 215 – Nausicaä of the Valley of the Wind (1984) – Starring: Hayao Miyazaki (dir.), Sumi Shimamoto, Mahito Tsujimura 216 – Catch Me If You Can (2002) – Starring: Steven Spielberg (dir.), Leonardo DiCaprio, Tom Hanks 217 – Harry Potter and the Deathly Hallows: Half 2 (2011) – Starring: David Yates (dir.), Daniel Radcliffe, Emma Watson 218 – Rocky (1976) – Starring: John G. Avildsen (dir.), Sylvester Stallone, Talia Shire 219 – The Maltese Falcon (1941) – Starring: John Huston (dir.), Humphrey Bogart, Mary Astor 220 – La La Land (2016) – Starring: Damien Chazelle (dir.), Ryan Gosling, Emma Stone 221 – The Grapes of Wrath (1940) – Starring: John Ford (dir.), Henry Fonda, Jane Darwell 222 – Barry Lyndon (1975) – Starring: Stanley Kubrick (dir.), Ryan O’Neal, Marisa Berenson 223 – Monsters, Inc (2001) – Starring: Pete Docter (dir.), Billy Crystal, John Goodman 224 – Donnie Darko (2001) – Starring: Richard Kelly (dir.), Jake Gyllenhaal, Jena Malone 225 – The Nights of Cabiria (1957) – Starring: Federico Fellini (dir.), Giulietta Masina, François Périer 226 – Diabolique (1955) – Starring: Henri-Georges Clouzot (dir.), Simone Signoret, Véra Clouzot 227 – A Wednesday (2008) – Starring: Neeraj Pandey (dir.), Anupam Kher, Naseeruddin Shah 228 – Gandhi (1982) – Starring: Richard Attenborough (dir.), Ben Kingsley, John Gielgud 229 – The Terminator (1984) – Starring: James Cameron (dir.), Arnold Schwarzenegger, Linda Hamilton 230 – Paper Moon (1973) – Starring: Peter Bogdanovich (dir.), Ryan O’Neal, Tatum O’Neal 231 – La Haine (1995) – Starring: Mathieu Kassovitz (dir.), Vincent Cassel, Hubert Koundé 232 – Groundhog Day (1993) – Starring: Harold Ramis (dir.), Invoice Murray, Andie MacDowell 233 – The Wizard of Oz (1939) – Starring: Victor Fleming (dir.), Judy Garland, Frank Morgan 234 – Lifeless Poets Society (1989) – Starring: Peter Weir (dir.), Robin Williams, Robert Sean Leonard 235 – Contact of Evil (1958) – Starring: Orson Welles (dir.), Charlton Heston, Orson Welles 236 – Jaws (1975) – Starring: Steven Spielberg (dir.), Roy Scheider, Robert Shaw 237 – The Bourne Ultimatum (2007) – Starring: Paul Greengrass (dir.), Matt Damon, Edgar Ramírez 238 – The Assist (2011) – Starring: Tate Taylor (dir.), Emma Stone, Viola Davis 239 – Within the Temper for Love (2000) – Starring: Kar-Wai Wong (dir.), Tony Chiu-Wai Leung, Maggie Cheung 240 – 8½ (1963) – Starring: Federico Fellini (dir.), Marcello Mastroianni, Anouk Aimée 241 – Annie Corridor (1977) – Starring: Woody Allen (dir.), Woody Allen, Diane Keaton 242 – Guardians of the Galaxy (2014) – Starring: James Gunn (dir.), Chris Pratt, Vin Diesel 243 – Earlier than Sundown (2004) – Starring: Richard Linklater (dir.), Ethan Hawke, Julie Delpy 244 – Paris, Texas (1984) – Starring: Wim Wenders (dir.), Harry Dean Stanton, Nastassja Kinski 245 – Gangs of Wasseypur (2012) – Starring: Anurag Kashyap (dir.), Manoj Bajpayee, Richa Chadha 246 – The Finest Years of Our Lives (1946) – Starring: William Wyler (dir.), Myrna Loy, Dana Andrews 247 – PK (2014) – Starring: Rajkumar Hirani (dir.), Aamir Khan, Anushka Sharma 248 – Pirates of the Caribbean: The Curse of the Black Pearl (2003) – Starring: Gore Verbinski (dir.), Johnny Depp, Geoffrey Rush 249 – Fanny and Alexander (1982) – Starring: Ingmar Bergman (dir.), Bertil Guve, Pernilla Allwin 250 – Tangerines (2013) – Starring: Zaza Urushadze (dir.), Lembit Ulfsak, Elmo Nüganen

Flowchart:

Python Web Scraping Flowchart: Download IMDB

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Python Code Editor:

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