Scrapy, IMDB top250

Kategori: Python , 15 Eylül 2019 , JanFranco


Bu yazımda IMDB sitesi üzerinden en iyi 250 filmi alacağız. Bunun için ilk olarak linkleri çekelim. Daha sonra bu linklerde gezinip filmlerin ismini, türünü, uzunluğunu, yapım yılını ve yerini çekeceğiz:


import scrapy

class Movies(scrapy.Spider):
    name = "top250"
    start_urls = [
        'https://www.imdb.com/chart/top?ref_=nv_mv_250'
    ]

    def parse(self, response):
        with open("movie-urls.txt", mode="a", encoding="utf-8") as file:
            urls = response.css(".titleColumn a::attr(href)").extract()
            for url in urls:
                file.write("https://www.imdb.com" + url + "\n")
movie-urls.txt dosyasını inceleyelim:


https://www.imdb.com/title/tt0111161/
https://www.imdb.com/title/tt0068646/
https://www.imdb.com/title/tt0071562/
https://www.imdb.com/title/tt0468569/
https://www.imdb.com/title/tt0050083/
https://www.imdb.com/title/tt0108052/
https://www.imdb.com/title/tt0167260/
https://www.imdb.com/title/tt0110912/
https://www.imdb.com/title/tt0060196/
https://www.imdb.com/title/tt0137523/
https://www.imdb.com/title/tt0120737/
https://www.imdb.com/title/tt0109830/
https://www.imdb.com/title/tt1375666/
https://www.imdb.com/title/tt0080684/
https://www.imdb.com/title/tt0167261/
https://www.imdb.com/title/tt0073486/
https://www.imdb.com/title/tt0099685/
https://www.imdb.com/title/tt0133093/
https://www.imdb.com/title/tt0047478/
https://www.imdb.com/title/tt4154796/
https://www.imdb.com/title/tt0114369/
https://www.imdb.com/title/tt0317248/
https://www.imdb.com/title/tt0076759/
https://www.imdb.com/title/tt0102926/
https://www.imdb.com/title/tt0038650/
https://www.imdb.com/title/tt0118799/
https://www.imdb.com/title/tt0245429/
https://www.imdb.com/title/tt0120815/
https://www.imdb.com/title/tt0114814/
https://www.imdb.com/title/tt0110413/
https://www.imdb.com/title/tt0120689/
https://www.imdb.com/title/tt0816692/
https://www.imdb.com/title/tt0054215/
https://www.imdb.com/title/tt0120586/
https://www.imdb.com/title/tt0021749/
https://www.imdb.com/title/tt0034583/
https://www.imdb.com/title/tt0064116/
https://www.imdb.com/title/tt0253474/
https://www.imdb.com/title/tt0027977/
https://www.imdb.com/title/tt1675434/
https://www.imdb.com/title/tt0407887/
https://www.imdb.com/title/tt0088763/
https://www.imdb.com/title/tt0103064/
https://www.imdb.com/title/tt0110357/
https://www.imdb.com/title/tt2582802/
https://www.imdb.com/title/tt0047396/
https://www.imdb.com/title/tt0172495/
https://www.imdb.com/title/tt0082971/
https://www.imdb.com/title/tt0482571/
https://www.imdb.com/title/tt0078788/
https://www.imdb.com/title/tt0209144/
https://www.imdb.com/title/tt0078748/
https://www.imdb.com/title/tt0095327/
https://www.imdb.com/title/tt0095765/
https://www.imdb.com/title/tt0032553/
https://www.imdb.com/title/tt4633694/
https://www.imdb.com/title/tt0043014/
https://www.imdb.com/title/tt0405094/
https://www.imdb.com/title/tt0057012/
https://www.imdb.com/title/tt4154756/
https://www.imdb.com/title/tt0050825/
https://www.imdb.com/title/tt1853728/
https://www.imdb.com/title/tt0081505/
https://www.imdb.com/title/tt0910970/
https://www.imdb.com/title/tt0119698/
https://www.imdb.com/title/tt0051201/
https://www.imdb.com/title/tt0364569/
https://www.imdb.com/title/tt1345836/
https://www.imdb.com/title/tt0090605/
https://www.imdb.com/title/tt0169547/
https://www.imdb.com/title/tt0087843/
https://www.imdb.com/title/tt2380307/
https://www.imdb.com/title/tt0082096/
https://www.imdb.com/title/tt0033467/
https://www.imdb.com/title/tt0112573/
https://www.imdb.com/title/tt0052357/
https://www.imdb.com/title/tt5311514/
https://www.imdb.com/title/tt0053125/
https://www.imdb.com/title/tt0105236/
https://www.imdb.com/title/tt0086190/
https://www.imdb.com/title/tt0022100/
https://www.imdb.com/title/tt0086879/
https://www.imdb.com/title/tt0180093/
https://www.imdb.com/title/tt0114709/
https://www.imdb.com/title/tt1187043/
https://www.imdb.com/title/tt5074352/
https://www.imdb.com/title/tt0062622/
https://www.imdb.com/title/tt0986264/
https://www.imdb.com/title/tt0338013/
https://www.imdb.com/title/tt0056172/
https://www.imdb.com/title/tt0066921/
https://www.imdb.com/title/tt0045152/
https://www.imdb.com/title/tt0361748/
https://www.imdb.com/title/tt0211915/
https://www.imdb.com/title/tt0036775/
https://www.imdb.com/title/tt0075314/
https://www.imdb.com/title/tt0093058/
https://www.imdb.com/title/tt0119217/
https://www.imdb.com/title/tt0056592/
https://www.imdb.com/title/tt0040522/
https://www.imdb.com/title/tt0012349/
https://www.imdb.com/title/tt0070735/
https://www.imdb.com/title/tt0435761/
https://www.imdb.com/title/tt2106476/
https://www.imdb.com/title/tt0208092/
https://www.imdb.com/title/tt0086250/
https://www.imdb.com/title/tt0059578/
https://www.imdb.com/title/tt0053604/
https://www.imdb.com/title/tt0017136/
https://www.imdb.com/title/tt0071853/
https://www.imdb.com/title/tt0119488/
https://www.imdb.com/title/tt1832382/
https://www.imdb.com/title/tt0097576/
https://www.imdb.com/title/tt1049413/
https://www.imdb.com/title/tt0042876/
https://www.imdb.com/title/tt0042192/
https://www.imdb.com/title/tt0372784/
https://www.imdb.com/title/tt0053291/
https://www.imdb.com/title/tt0055630/
https://www.imdb.com/title/tt0363163/
https://www.imdb.com/title/tt0095016/
https://www.imdb.com/title/tt0105695/
https://www.imdb.com/title/tt0113277/
https://www.imdb.com/title/tt1255953/
https://www.imdb.com/title/tt0040897/
https://www.imdb.com/title/tt1979376/
https://www.imdb.com/title/tt0044741/
https://www.imdb.com/title/tt6966692/
https://www.imdb.com/title/tt0081398/
https://www.imdb.com/title/tt0057115/
https://www.imdb.com/title/tt0118849/
https://www.imdb.com/title/tt0457430/
https://www.imdb.com/title/tt0071315/
https://www.imdb.com/title/tt0096283/
https://www.imdb.com/title/tt0347149/
https://www.imdb.com/title/tt0089881/
https://www.imdb.com/title/tt0041959/
https://www.imdb.com/title/tt0476735/
https://www.imdb.com/title/tt0055031/
https://www.imdb.com/title/tt1305806/
https://www.imdb.com/title/tt0015864/
https://www.imdb.com/title/tt0268978/
https://www.imdb.com/title/tt0050212/
https://www.imdb.com/title/tt0112641/
https://www.imdb.com/title/tt0120735/
https://www.imdb.com/title/tt0050976/
https://www.imdb.com/title/tt5027774/
https://www.imdb.com/title/tt0047296/
https://www.imdb.com/title/tt0993846/
https://www.imdb.com/title/tt0080678/
https://www.imdb.com/title/tt2096673/
https://www.imdb.com/title/tt0434409/
https://www.imdb.com/title/tt0031679/
https://www.imdb.com/title/tt0469494/
https://www.imdb.com/title/tt1291584/
https://www.imdb.com/title/tt0083658/
https://www.imdb.com/title/tt3170832/
https://www.imdb.com/title/tt0477348/
https://www.imdb.com/title/tt0046912/
https://www.imdb.com/title/tt0167404/
https://www.imdb.com/title/tt0050986/
https://www.imdb.com/title/tt0117951/
https://www.imdb.com/title/tt0017925/
https://www.imdb.com/title/tt0031381/
https://www.imdb.com/title/tt0084787/
https://www.imdb.com/title/tt0116282/
https://www.imdb.com/title/tt0091251/
https://www.imdb.com/title/tt8108198/
https://www.imdb.com/title/tt0266543/
https://www.imdb.com/title/tt1205489/
https://www.imdb.com/title/tt0077416/
https://www.imdb.com/title/tt1130884/
https://www.imdb.com/title/tt0118715/
https://www.imdb.com/title/tt0266697/
https://www.imdb.com/title/tt0015324/
https://www.imdb.com/title/tt0061512/
https://www.imdb.com/title/tt0978762/
https://www.imdb.com/title/tt0046438/
https://www.imdb.com/title/tt2119532/
https://www.imdb.com/title/tt0032976/
https://www.imdb.com/title/tt0107290/
https://www.imdb.com/title/tt0892769/
https://www.imdb.com/title/tt2267998/
https://www.imdb.com/title/tt3011894/
https://www.imdb.com/title/tt0120382/
https://www.imdb.com/title/tt0079944/
https://www.imdb.com/title/tt2278388/
https://www.imdb.com/title/tt0107207/
https://www.imdb.com/title/tt0018455/
https://www.imdb.com/title/tt0092005/
https://www.imdb.com/title/tt0353969/
https://www.imdb.com/title/tt0025316/
https://www.imdb.com/title/tt0091763/
https://www.imdb.com/title/tt0758758/
https://www.imdb.com/title/tt0074958/
https://www.imdb.com/title/tt0060827/
https://www.imdb.com/title/tt0079470/
https://www.imdb.com/title/tt0052618/
https://www.imdb.com/title/tt2024544/
https://www.imdb.com/title/tt0405159/
https://www.imdb.com/title/tt0112471/
https://www.imdb.com/title/tt0395169/
https://www.imdb.com/title/tt1392214/
https://www.imdb.com/title/tt1392190/
https://www.imdb.com/title/tt3315342/
https://www.imdb.com/title/tt1028532/
https://www.imdb.com/title/tt0116231/
https://www.imdb.com/title/tt1979320/
https://www.imdb.com/title/tt0046268/
https://www.imdb.com/title/tt0264464/
https://www.imdb.com/title/tt0053198/
https://www.imdb.com/title/tt1895587/
https://www.imdb.com/title/tt0245712/
https://www.imdb.com/title/tt0060107/
https://www.imdb.com/title/tt1201607/
https://www.imdb.com/title/tt0169858/
https://www.imdb.com/title/tt0087544/
https://www.imdb.com/title/tt0019254/
https://www.imdb.com/title/tt0093779/
https://www.imdb.com/title/tt0072684/
https://www.imdb.com/title/tt0075148/
https://www.imdb.com/title/tt0064115/
https://www.imdb.com/title/tt0405508/
https://www.imdb.com/title/tt0198781/
https://www.imdb.com/title/tt0097165/
https://www.imdb.com/title/tt0032551/
https://www.imdb.com/title/tt0088247/
https://www.imdb.com/title/tt0033870/
https://www.imdb.com/title/tt4016934/
https://www.imdb.com/title/tt0113247/
https://www.imdb.com/title/tt0083987/
https://www.imdb.com/title/tt0118694/
https://www.imdb.com/title/tt0246578/
https://www.imdb.com/title/tt0107048/
https://www.imdb.com/title/tt1454029/
https://www.imdb.com/title/tt0046911/
https://www.imdb.com/title/tt0032138/
https://www.imdb.com/title/tt2015381/
https://www.imdb.com/title/tt0073195/
https://www.imdb.com/title/tt0381681/
https://www.imdb.com/title/tt0092067/
https://www.imdb.com/title/tt0101640/
https://www.imdb.com/title/tt0325980/
https://www.imdb.com/title/tt0087884/
https://www.imdb.com/title/tt0101414/
https://www.imdb.com/title/tt0094625/
https://www.imdb.com/title/tt0070047/
https://www.imdb.com/title/tt0072890/
https://www.imdb.com/title/tt4430212/
https://www.imdb.com/title/tt0374887/
Linklerde gezinerek film detaylarını çekelim:


import scrapy

class Movies(scrapy.Spider):
    name = "top250"
    start_urls = [
        'https://www.imdb.com/title/tt0111161/'
    ]
    with open("movie-urls.txt", mode="r", encoding="utf-8") as file:
        urls = file.readlines()
    count = 0

    def parse(self, response):
        with open("movie-infos.txt", mode="a", encoding="utf-8") as file:
            info = ""
            title = response.css(".title_wrapper h1::text").extract_first()
            info += title[:-1] + ","
            time = response.css(".subtext time::text").extract_first()
            time = time.replace(" ", "")
            time = time.replace("\n", "")
            info += time + ","
            genres = response.css(".subtext a::text").extract()
            for genre in genres:
                genre = genre.replace("\n", "")
                info += genre + ","
            file.write(info[:-1] + "\n")
        
        self.count += 1
        yield scrapy.Request(url=self.urls[self.count][:-2], callback=self.parse)
movie-infos.txt dosyasını inceleyelim:


The Shawshank Redemption,2h22min,Drama,14 October 1994 (USA)
The Godfather,2h55min,Crime,Drama,24 March 1972 (USA)
The Godfather: Part II,3h22min,Crime,Drama,20 December 1974 (USA)
The Dark Knight,2h32min,Action,Crime,Drama,18 July 2008 (USA)
12 Angry Men,1h36min,Drama,10 April 1957 (USA)
Schindler's List,3h15min,Biography,Drama,History,4 February 1994 (USA)
The Lord of the Rings: The Return of the King,3h21min,Adventure,Drama,Fantasy,17 December 2003 (USA)
Pulp Fiction,2h34min,Crime,Drama,14 October 1994 (USA)
The Good, the Bad and the Ugly,2h58min,Western,29 December 1967 (USA)
Fight Club,2h19min,Drama,15 October 1999 (USA)
The Lord of the Rings: The Fellowship of the Ring,2h58min,Adventure,Drama,Fantasy,19 December 2001 (USA)
Forrest Gump,2h22min,Drama,Romance,6 July 1994 (USA)
Inception,2h28min,Action,Adventure,Sci-Fi,16 July 2010 (USA)
Star Wars: Episode V - The Empire Strikes Back,2h4min,Action,Adventure,Fantasy,20 June 1980 (USA)
The Lord of the Rings: The Two Towers,2h59min,Adventure,Drama,Fantasy,18 December 2002 (USA)
One Flew Over the Cuckoo's Nest,2h13min,Drama,19 November 1975 (USA)
Goodfellas,2h26min,Biography,Crime,Drama,21 September 1990 (USA)
The Matrix,2h16min,Action,Sci-Fi,31 March 1999 (USA)
Seven Samurai,3h27min,Adventure,Drama,19 November 1956 (USA)
Avengers: Endgame,3h1min,Action,Adventure,Sci-Fi,26 April 2019 (USA)
Se7en,2h7min,Crime,Drama,Mystery,22 September 1995 (USA)
City of God,2h10min,Crime,Drama,13 February 2004 (USA)
Star Wars: Episode IV - A New Hope,2h1min,Action,Adventure,Fantasy,25 May 1977 (USA)
The Silence of the Lambs,1h58min,Crime,Drama,Thriller,14 February 1991 (USA)
It's a Wonderful Life,2h10min,Drama,Family,Fantasy,7 January 1947 (USA)
Life Is Beautiful,1h56min,Comedy,Drama,Romance,12 February 1999 (USA)
Spirited Away,2h5min,Animation,Adventure,Family,28 March 2003 (USA)
Saving Private Ryan,2h49min,Drama,War,24 July 1998 (USA)
The Usual Suspects,1h46min,Crime,Mystery,Thriller,15 September 1995 (USA)
Léon: The Professional,1h50min,Action,Crime,Drama,18 November 1994 (USA)
The Green Mile,3h9min,Crime,Drama,Fantasy,10 December 1999 (USA)
Interstellar,2h49min,Adventure,Drama,Sci-Fi,7 November 2014 (USA)
Psycho,1h49min,Horror,Mystery,Thriller,8 September 1960 (USA)
American History X,1h59min,Drama,20 November 1998 (USA)
City Lights,1h27min,Comedy,Drama,Romance,7 March 1931 (USA)
Casablanca,1h42min,Drama,Romance,War,23 January 1943 (USA)
Once Upon a Time in the West,2h45min,Western,4 July 1969 (USA)
The Pianist,2h30min,Biography,Drama,Music,28 March 2003 (USA)
Modern Times,1h27min,Comedy,Drama,Family,25 February 1936 (USA)
The Intouchables,1h52min,Biography,Comedy,Drama,11 May 2012 (Turkey)
The Departed,2h31min,Crime,Drama,Thriller,6 October 2006 (USA)
Back to the Future,1h56min,Adventure,Comedy,Sci-Fi,3 July 1985 (USA)
Terminator 2: Judgment Day,2h17min,Action,Sci-Fi,3 July 1991 (USA)
The Lion King,1h28min,Animation,Adventure,Drama,24 June 1994 (USA)
Whiplash,1h46min,Drama,Music,16 January 2015 (Turkey)
Rear Window,1h52min,Mystery,Thriller,September 1954 (USA)
Gladiator,2h35min,Action,Adventure,Drama,5 May 2000 (USA)
Raiders of the Lost Ark,1h55min,Action,Adventure,12 June 1981 (USA)
The Prestige,2h10min,Drama,Mystery,Sci-Fi,20 October 2006 (USA)
Apocalypse Now,2h27min,Drama,War,15 August 1979 (USA)
Memento,1h53min,Mystery,Thriller,25 May 2001 (USA)
Alien,1h57min,Horror,Sci-Fi,22 June 1979 (USA)
Grave of the Fireflies,1h29min,Animation,Drama,War,26 July 1989 (USA)
Cinema Paradiso,2h35min,Drama,23 February 1990 (USA)
The Great Dictator,2h5min,Comedy,Drama,War,7 March 1941 (USA)
Spider-Man: Into the Spider-Verse,1h57min,Animation,Action,Adventure,14 December 2018 (USA)
Sunset Blvd.,1h50min,Drama,Film-Noir,29 September 1950 (Australia)
The Lives of Others,2h17min,Drama,Thriller,30 March 2007 (USA)
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb,1h35min,Comedy,29 January 1964 (USA)
Avengers: Infinity War,2h29min,Action,Adventure,Sci-Fi,27 April 2018 (USA)
Paths of Glory,1h28min,Drama,War,November 1957 (West Germany)
Django Unchained,2h45min,Drama,Western,25 December 2012 (USA)
The Shining,2h26min,Drama,Horror,13 June 1980 (USA)
WALL·E,1h38min,Animation,Adventure,Family,27 June 2008 (USA)
Princess Mononoke,2h14min,Animation,Adventure,Fantasy,19 December 1997 (USA)
Witness for the Prosecution,1h56min,Crime,Drama,Mystery,6 February 1958 (USA)
Oldboy,2h,Action,Drama,Mystery,15 October 2004 (Turkey)
The Dark Knight Rises,2h44min,Action,Thriller,20 July 2012 (USA)
Aliens,2h17min,Action,Adventure,Sci-Fi,18 July 1986 (USA)
American Beauty,2h2min,Drama,1 October 1999 (USA)
Once Upon a Time in America,3h49min,Crime,Drama,1 June 1984 (USA)
Coco,1h45min,Animation,Adventure,Comedy,22 November 2017 (USA)
Das Boot,2h29min,Adventure,Drama,Thriller,10 February 1982 (USA)
Citizen Kane,1h59min,Drama,Mystery,5 September 1941 (USA)
Braveheart,2h58min,Biography,Drama,History,24 May 1995 (USA)
Vertigo,2h8min,Mystery,Romance,Thriller,3 January 1961 (Turkey)
Your Name.,1h46min,Animation,Drama,Fantasy,7 April 2017 (USA)
North by Northwest,2h16min,Adventure,Mystery,Thriller,January 1962 (Turkey)
Reservoir Dogs,1h39min,Crime,Drama,Thriller,21 May 1993 (Turkey)
Star Wars: Episode VI - Return of the Jedi,2h11min,Action,Adventure,Fantasy,25 May 1983 (USA)
M,1h39min,Crime,Mystery,Thriller,31 August 1931 (Sweden)
Amadeus,2h40min,Biography,Drama,History,19 September 1984 (USA)
Requiem for a Dream,1h42min,Drama,15 December 2000 (USA)
Toy Story,1h21min,Animation,Adventure,Comedy,22 November 1995 (USA)
3 Idiots,2h50min,Comedy,Drama,25 December 2009 (India)
Dangal,2h41min,Action,Biography,Drama,21 December 2016 (USA)
2001: A Space Odyssey,2h29min,Adventure,Sci-Fi,19 November 1973 (Turkey)
Like Stars on Earth,2h45min,Drama,Family,21 December 2007 (India)
Eternal Sunshine of the Spotless Mind,1h48min,Drama,Romance,Sci-Fi,19 March 2004 (USA)
Lawrence of Arabia,3h36min,Adventure,Biography,Drama,11 December 1962 (UK)
A Clockwork Orange,2h16min,Crime,Drama,Sci-Fi,2 February 1972 (USA)
Singin' in the Rain,1h43min,Comedy,Musical,Romance,11 April 1952 (USA)
Inglourious Basterds,2h33min,Adventure,Drama,War,21 August 2009 (USA)
Amélie,2h2min,Comedy,Romance,8 February 2002 (USA)
Double Indemnity,1h47min,Crime,Drama,Film-Noir,6 July 1944 (USA)
Taxi Driver,1h54min,Crime,Drama,8 February 1976 (USA)
Full Metal Jacket,1h56min,Drama,War,10 July 1987 (USA)
Good Will Hunting,2h6min,Drama,Romance,9 January 1998 (USA)
To Kill a Mockingbird,2h9min,Crime,Drama,16 March 1963 (USA)
Bicycle Thieves,1h29min,Drama,13 December 1949 (USA)
The Kid,1h8min,Comedy,Drama,Family,6 February 1921 (USA)
The Sting,2h9min,Comedy,Crime,Drama,25 December 1973 (USA)
Toy Story 3,1h43min,Animation,Adventure,Comedy,18 June 2010 (USA)
The Hunt,1h55min,Drama,18 October 2013 (Turkey)
Snatch,1h42min,Comedy,Crime,19 January 2001 (USA)
Scarface,2h50min,Crime,Drama,9 December 1983 (USA)
For a Few Dollars More,2h12min,Western,10 May 1967 (USA)
The Apartment,2h5min,Comedy,Drama,Romance,23 February 1961 (Turkey)
Metropolis,2h33min,Drama,Sci-Fi,13 March 1927 (USA)
Monty Python and the Holy Grail,1h31min,Adventure,Comedy,Fantasy,25 May 1975 (UK)
L.A. Confidential,2h18min,Crime,Drama,Mystery,19 September 1997 (USA)
A Separation,2h3min,Drama,Thriller,1 July 2011 (Turkey)
Indiana Jones and the Last Crusade,2h7min,Action,Adventure,24 May 1989 (USA)
Up,1h36min,Animation,Adventure,Comedy,29 May 2009 (USA)
Rashomon,1h28min,Crime,Drama,Mystery,26 December 1951 (USA)
All About Eve,2h18min,Drama,27 October 1950 (USA)
Batman Begins,2h20min,Action,Adventure,15 June 2005 (USA)
Some Like It Hot,2h1min,Comedy,Music,Romance,30 December 1959 (Turkey)
Yojimbo,1h50min,Action,Drama,Thriller,13 September 1961 (USA)
Downfall,2h36min,Biography,Drama,History,8 April 2005 (USA)
Die Hard,2h12min,Action,Thriller,20 July 1988 (USA)
Unforgiven,2h10min,Drama,Western,7 August 1992 (USA)
Heat,2h50min,Crime,Drama,Thriller,15 December 1995 (USA)
Incendies,2h11min,Drama,Mystery,War,29 April 2011 (Turkey)
The Treasure of the Sierra Madre,2h6min,Adventure,Drama,Western,24 January 1948 (USA)
Toy Story 4,1h40min,Animation,Adventure,Comedy,21 June 2019 (USA)
Ikiru,2h23min,Drama,25 March 1956 (USA)
Green Book,2h10min,Biography,Comedy,Drama,16 November 2018 (USA)
Raging Bull,2h9min,Biography,Drama,Sport,19 December 1980 (USA)
The Great Escape,2h52min,Adventure,Drama,History,4 July 1963 (USA)
Children of Heaven,1h29min,Drama,Family,22 January 1999 (USA)
Pan's Labyrinth,1h58min,Drama,Fantasy,War,19 January 2007 (USA)
Chinatown,2h10min,Drama,Mystery,Thriller,20 June 1974 (USA)
My Neighbor Totoro,1h26min,Animation,Family,Fantasy,13 July 1990 (USA)
Howl's Moving Castle,1h59min,Animation,Adventure,Family,17 June 2005 (USA)
Ran,2h42min,Action,Drama,15 February 1991 (Turkey)
The Third Man,1h33min,Film-Noir,Mystery,Thriller,October 1950 (Turkey)
Babam ve Oglum,1h48min,Drama,Family,18 November 2005 (Turkey)
Judgment at Nuremberg,3h6min,Drama,War,October 1965 (Turkey)
The Secret in Their Eyes,2h9min,Drama,Mystery,Romance,21 May 2010 (USA)
The Gold Rush,1h35min,Adventure,Comedy,Drama,1925 (Germany)
A Beautiful Mind,2h15min,Biography,Drama,4 January 2002 (USA)
The Bridge on the River Kwai,2h41min,Adventure,Drama,War,14 December 1957 (USA)
Casino,2h58min,Crime,Drama,22 November 1995 (USA)
Lock, Stock and Two Smoking Barrels,1h47min,Comedy,Crime,9 June 2000 (Turkey)
The Seventh Seal,1h36min,Drama,Fantasy,13 October 1958 (USA)
Three Billboards Outside Ebbing, Missouri,1h55min,Crime,Drama,1 December 2017 (USA)
On the Waterfront,1h48min,Crime,Drama,Thriller,October 1956 (Turkey)
The Wolf of Wall Street,3h,Biography,Crime,Drama,25 December 2013 (USA)
The Elephant Man,2h4min,Biography,Drama,10 October 1980 (USA)
Inside Out,1h35min,Animation,Adventure,Comedy,19 June 2015 (USA)
V for Vendetta,2h12min,Action,Drama,Sci-Fi,17 March 2006 (USA)
Mr. Smith Goes to Washington,2h9min,Comedy,Drama,19 October 1939 (USA)
There Will Be Blood,2h38min,Drama,25 January 2008 (USA)
Warrior,2h20min,Drama,Sport,9 September 2011 (USA)
Blade Runner,1h57min,Sci-Fi,Thriller,25 June 1982 (USA)
Room,1h58min,Drama,Thriller,22 January 2016 (USA)
No Country for Old Men,2h2min,Crime,Drama,Thriller,21 November 2007 (USA)
Dial M for Murder,1h45min,Crime,Thriller,29 May 1954 (USA)
The Sixth Sense,1h47min,Drama,Mystery,Thriller,6 August 1999 (USA)
Wild Strawberries,1h31min,Drama,Romance,22 June 1959 (USA)
Trainspotting,1h33min,Drama,9 August 1996 (USA)
The General,1h7min,Action,Adventure,Comedy,24 February 1927 (France)
Gone with the Wind,3h58min,Drama,History,Romance,17 January 1940 (USA)
The Thing,1h49min,Horror,Mystery,Sci-Fi,25 June 1982 (USA)
Fargo,1h38min,Crime,Drama,Thriller,5 April 1996 (USA)
Come and See,2h22min,Drama,War,30 May 1997 (Turkey)
Andhadhun,2h19min,Crime,Thriller,5 October 2018 (USA)
Finding Nemo,1h40min,Animation,Adventure,Comedy,30 May 2003 (USA)
Gran Torino,1h56min,Drama,9 January 2009 (USA)
The Deer Hunter,3h3min,Drama,War,23 February 1979 (USA)
Shutter Island,2h18min,Mystery,Thriller,19 February 2010 (USA)
The Big Lebowski,1h57min,Comedy,Crime,6 March 1998 (USA)
Kill Bill: Vol. 1,1h51min,Action,Crime,Thriller,10 October 2003 (USA)
Sherlock Jr.,45min,Action,Comedy,Romance,11 May 1924 (USA)
Cool Hand Luke,2h7min,Crime,Drama,1 November 1967 (USA)
Mary and Max,1h32min,Animation,Comedy,Drama,9 April 2009 (Australia)
Tokyo Story,2h16min,Drama,13 March 1972 (USA)
Hacksaw Ridge,2h19min,Biography,Drama,History,4 November 2016 (USA)
Rebecca,2h10min,Drama,Mystery,Romance,12 April 1940 (USA)
Jurassic Park,2h7min,Action,Adventure,Sci-Fi,11 June 1993 (USA)
How to Train Your Dragon,1h38min,Animation,Action,Adventure,26 March 2010 (USA)
Gone Girl,2h29min,Drama,Mystery,Thriller,3 October 2014 (USA)
Wild Tales,2h2min,Comedy,Drama,Thriller,6 March 2015 (Turkey)
The Truman Show,1h43min,Comedy,Drama,Sci-Fi,5 June 1998 (USA)
Stalker,2h42min,Drama,Sci-Fi,17 April 1980 (Netherlands)
The Grand Budapest Hotel,1h39min,Adventure,Comedy,Crime,28 March 2014 (USA)
In the Name of the Father,2h13min,Biography,Drama,25 February 1994 (USA)
Sunrise,1h34min,Drama,Romance,4 November 1927 (USA)
Stand by Me,1h29min,Adventure,Drama,26 November 1986 (USA)
Memories of Murder,2h12min,Action,Crime,Drama,2 May 2003 (South Korea)
It Happened One Night,1h45min,Comedy,Romance,22 February 1934 (USA)
Platoon,2h,Drama,War,6 February 1987 (USA)
Into the Wild,2h28min,Adventure,Biography,Drama,19 October 2007 (USA)
Network,2h1min,Drama,27 November 1976 (USA)
Persona,1h23min,Drama,Thriller,16 March 1967 (USA)
Monty Python's Life of Brian,1h34min,Comedy,17 August 1979 (USA)
Ben-Hur,3h32min,Adventure,Drama,History,18 November 1963 (Turkey)
12 Years a Slave,2h14min,Biography,Drama,History,8 November 2013 (USA)
Million Dollar Baby,2h12min,Drama,Sport,28 January 2005 (USA)
Before Sunrise,1h41min,Drama,Romance,27 January 1995 (USA)
Hotel Rwanda,2h1min,Biography,Drama,History,4 February 2005 (USA)
Prisoners,2h33min,Crime,Drama,Mystery,20 September 2013 (USA)
Mad Max: Fury Road,2h,Action,Adventure,Sci-Fi,15 May 2015 (USA)
Logan,2h17min,Action,Drama,Sci-Fi,3 March 2017 (USA)
Hachi: A Dog's Tale,1h33min,Drama,Family,12 March 2010 (UK)
The Bandit,2h8min,Crime,Drama,Thriller,29 November 1996 (Turkey)
Rush,2h3min,Action,Biography,Drama,27 September 2013 (USA)
The Wages of Fear,2h11min,Adventure,Drama,Thriller,16 February 1955 (USA)
Catch Me If You Can,2h21min,Biography,Crime,Drama,25 December 2002 (USA)
The 400 Blows,1h39min,Crime,Drama,16 November 1959 (USA)
Spotlight,2h9min,Crime,Drama,20 November 2015 (USA)
Amores Perros,2h34min,Drama,Thriller,13 April 2001 (USA)
Andrei Rublev,3h25min,Biography,Drama,History,October 1973 (USA)
Harry Potter and the Deathly Hallows: Part 2,2h10min,Adventure,Drama,Fantasy,15 July 2011 (USA)
Neon Genesis Evangelion: The End of Evangelion,1h30min,Animation,Action,Drama,2005 (Germany)
Nausicaä of the Valley of the Wind,1h57min,Animation,Adventure,Fantasy,25 November 1987 (USA)
The Passion of Joan of Arc,1h54min,Biography,Drama,History,25 October 1928 (France)
The Princess Bride,1h38min,Adventure,Family,Fantasy,9 October 1987 (USA)
Barry Lyndon,3h5min,Adventure,Drama,History,18 December 1975 (USA)
Rocky,2h,Drama,Sport,3 December 1976 (USA)
Butch Cassidy and the Sundance Kid,1h50min,Biography,Crime,Drama,24 October 1969 (USA)
Rang De Basanti,2h47min,Comedy,Drama,26 January 2006 (USA)
Monsters, Inc.,1h32min,Animation,Adventure,Comedy,2 November 2001 (USA)
Dead Poets Society,2h8min,Comedy,Drama,9 June 1989 (USA)
The Grapes of Wrath,2h9min,Drama,History,15 March 1940 (USA)
The Terminator,1h47min,Action,Sci-Fi,26 October 1984 (USA)
The Maltese Falcon,1h40min,Film-Noir,Mystery,18 October 1941 (USA)
The Handmaiden,2h25min,Drama,Romance,Thriller,11 August 2017 (Turkey)
La Haine,1h38min,Crime,Drama,23 February 1996 (USA)
Gandhi,3h11min,Biography,Drama,History,25 February 1983 (USA)
In the Mood for Love,1h38min,Drama,Romance,9 March 2001 (USA)
Donnie Darko,1h53min,Drama,Sci-Fi,Thriller,26 October 2001 (USA)
Groundhog Day,1h41min,Comedy,Fantasy,Romance,12 February 1993 (USA)
The Help,2h26min,Drama,10 August 2011 (USA)
Diabolique,1h57min,Crime,Drama,Horror,21 November 1955 (USA)
The Wizard of Oz,1h42min,Adventure,Family,Fantasy,25 August 1939 (USA)
Guardians of the Galaxy,2h1min,Action,Adventure,Comedy,1 August 2014 (USA)
Jaws,2h4min,Adventure,Drama,Thriller,20 June 1975 (USA)
Before Sunset,1h20min,Drama,Romance,30 July 2004 (USA)
Castle in the Sky,2h5min,Animation,Adventure,Drama,19 July 1991 (USA)
Raise the Red Lantern,2h5min,Drama,History,Romance,18 December 1991 (Italy)
Pirates of the Caribbean: The Curse of the Black Pearl,2h23min,Action,Adventure,Fantasy,9 July 2003 (USA)
Paris, Texas,2h25min,Drama,23 August 1984 (UK)
Beauty and the Beast,1h24min,Animation,Family,Fantasy,22 November 1991 (USA)
Akira,2h4min,Animation,Drama,Sci-Fi,16 July 1988 (Japan)
The Exorcist,2h2min,Horror,26 December 1973 (USA)
Dog Day Afternoon,2h5min,Biography,Crime,Drama,25 December 1975 (USA)
Drishyam,2h43min,Crime,Drama,Mystery,31 July 2015 (USA)


Sonraki Yazı: map(), reduce(), filter(), zip(), enumerate()
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