CS301_Proj8
Introduction
Having worked our way through soccer and hurricanes, we are now going to work on the IMDB Movies Dataset. A very exciting fortnight lies ahead where we find out some cool facts about our favorite movies, actors, and directors.
You’ll hand in a main.ipynb file for this project; use the usual
#qN format. Start by downloading the following files: test.py,
small_mapping.csv, small_movies.csv, mapping.csv, and
movies.csv.
The Data
By stage 2, you will be mostly working mainly with movies.csv and
mapping.csv. The small_movies.csv and small_mapping.csv have
been provided to help you get your core logic working in stage 1 with
some simpler data.
small_movies.csv and movies.csv have 6 columns: title, year, rating, directors, actors, and genres
Here are a few rows from movies.csv:
title,year,rating,directors,actors,genres
tt1931435,2013,5.6,nm0951698,nm0000134,"Comedy,Drama,Romance"
tt0242252,2001,6.1,nm0796124,"nm0048932,nm0000596,nm0004778","Drama,History,Romance"
tt0066811,1971,6.0,nm0125111,"nm0000621,nm0283499,nm0604702,nm0185281","Comedy,Family"small_mapping.csv and mapping.csv have 2 columns: id and name
Here are a few rows from mapping.csv:
nm0000001,Fred Astaire
nm0000004,John Belushi
nm0000007,Humphrey Bogart
tt0110997,The River WildEach of those weird alphanumeric sequence is a unique identifier for either an actor or a director or a movie title.
#project: p8
#submitter: naixinzhang
#partner: noneimport csv
import matplotlib, pandas
import copy
from numpy import median
%matplotlib inlinedef process_csv(filename):
exampleFile = open(filename, encoding="utf-8")
exampleReader = csv.reader(exampleFile)
return list(exampleReader)def get_mapping(path):
csv_data = process_csv(path)
newdict = {}
for line in csv_data:
newdict.update({line[0]:line[1]})
return newdict#q1 what is returned by your get_mapping("small_mapping.csv") function?
mapping = get_mapping("small_mapping.csv")
mapping{'nm0000131': 'John Cusack',
'nm0000154': 'Mel Gibson',
'nm0000163': 'Dustin Hoffman',
'nm0000418': 'Danny Glover',
'nm0000432': 'Gene Hackman',
'nm0000997': 'Gary Busey',
'nm0001149': 'Richard Donner',
'nm0001219': 'Gary Fleder',
'nm0752751': 'Mitchell Ryan',
'tt0313542': 'Runaway Jury',
'tt0093409': 'Lethal Weapon'}#q2 what is the value associated with the key "nm0752751"?
mapping.get('nm0752751')'Mitchell Ryan'#q3 what are the values in the mapping associated with keys beginning with "nm"?
def get_values():
res = []
for key in mapping.keys():
if key.startswith('nm'):
res.append(mapping.get(key))
return res
get_values()['John Cusack',
'Mel Gibson',
'Dustin Hoffman',
'Danny Glover',
'Gene Hackman',
'Gary Busey',
'Richard Donner',
'Gary Fleder',
'Mitchell Ryan']#q4:which keys in the mapping map to people with a first name of "Gary"?
def get_key():
res = []
for key,values in mapping.items():
if values.startswith('Gary '):
res.append(key)
return res
get_key()['nm0000997', 'nm0001219']def get_raw_movies(path):
csv_data = process_csv(path)
header = csv_data[0]
res = []
for i in csv_data[1:]:
dict = {}
for key in header:
value = i[header.index(key)]
if key == 'title':
dict.update({key:value})
if key == 'year':
dict.update({key:int(value)})
if key == 'rating':
dict.update({key:float(value)})
if key == 'directors' or key == 'actors' or key =='genres':
value = value.split(',')
dict.update({key:value})
res.append(dict)
return res #q5 what does get_raw_movies("small_movies.csv") return?
small_movies = get_raw_movies('small_movies.csv')
small_movies[{'title': 'tt0313542',
'year': 2003,
'rating': 7.1,
'directors': ['nm0001219'],
'actors': ['nm0000131', 'nm0000432', 'nm0000163'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'tt0093409',
'year': 1987,
'rating': 7.6,
'directors': ['nm0001149'],
'actors': ['nm0000154', 'nm0000418', 'nm0000997', 'nm0752751'],
'genres': ['Action', 'Crime', 'Thriller']}]#q6 how many genres did the movie at index 0 have?
def get_num_genre():
num = 0
for i in small_movies[0].get('genres'):
num = num + 1
return num
get_num_genre()3#q7 what is the ID of the last actor listed for the move at index 1?
def get_id():
return small_movies[1].get('actors')[-1]
get_id()'nm0752751'def get_movies(movies_path, mapping_path):
maps = get_mapping(mapping_path)
mov = get_raw_movies(movies_path)
for j in range(len(mov)):
for i in maps.keys():
if i == mov[j].get('title'):
mov[j]['title'] = maps.get(i)
for t in range(len(mov[j].get('actors'))):
if mov[j].get('actors')[t] == i:
mov[j].get('actors')[t] = maps.get(i)
for p in range(len(mov[j].get('directors'))):
if mov[j].get('directors')[p] == i:
mov[j].get('directors')[p] = maps.get(i)
return movsmall = get_movies("small_movies.csv", "small_mapping.csv")
small[{'title': 'Runaway Jury',
'year': 2003,
'rating': 7.1,
'directors': ['Gary Fleder'],
'actors': ['John Cusack', 'Gene Hackman', 'Dustin Hoffman'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Lethal Weapon',
'year': 1987,
'rating': 7.6,
'directors': ['Richard Donner'],
'actors': ['Mel Gibson', 'Danny Glover', 'Gary Busey', 'Mitchell Ryan'],
'genres': ['Action', 'Crime', 'Thriller']}]#q8 what is small[0]["title"]?
small[0]["title"]'Runaway Jury'#q9 what is small[1]["actors"]?
small[1]["actors"]['Mel Gibson', 'Danny Glover', 'Gary Busey', 'Mitchell Ryan']#q10 what is small[-1]["directors"]?
small[-1]["directors"]['Richard Donner']#q11 what is small?
small[{'title': 'Runaway Jury',
'year': 2003,
'rating': 7.1,
'directors': ['Gary Fleder'],
'actors': ['John Cusack', 'Gene Hackman', 'Dustin Hoffman'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Lethal Weapon',
'year': 1987,
'rating': 7.6,
'directors': ['Richard Donner'],
'actors': ['Mel Gibson', 'Danny Glover', 'Gary Busey', 'Mitchell Ryan'],
'genres': ['Action', 'Crime', 'Thriller']}]movies = get_movies("movies.csv", "mapping.csv")
movies[{'title': 'The Big Wedding',
'year': 2013,
'rating': 5.6,
'directors': ['Justin Zackham'],
'actors': ['Robert De Niro'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Affair of the Necklace',
'year': 2001,
'rating': 6.1,
'directors': ['Charles Shyer'],
'actors': ['Simon Baker', 'Jonathan Pryce', 'Adrien Brody'],
'genres': ['Drama', 'History', 'Romance']},
{'title': 'The Barefoot Executive',
'year': 1971,
'rating': 6.0,
'directors': ['Robert Butler'],
'actors': ['Kurt Russell', 'Joe Flynn', 'Harry Morgan', 'Wally Cox'],
'genres': ['Comedy', 'Family']},
{'title': 'I Melt with You',
'year': 2011,
'rating': 6.0,
'directors': ['Mark Pellington'],
'actors': ['Thomas Jane', 'Rob Lowe', 'Jeremy Piven', 'Christian McKay'],
'genres': ['Drama']},
{'title': 'A Vision of Murder: The Story of Donielle',
'year': 2000,
'rating': 4.9,
'directors': ['Donald Wrye'],
'actors': ['Thomas Ian Griffith'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'Flying Tigers',
'year': 1942,
'rating': 6.8,
'directors': ['David Miller'],
'actors': ['John Wayne', 'John Carroll', 'Paul Kelly'],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'Life Begins for Andy Hardy',
'year': 1941,
'rating': 6.8,
'directors': ['George B. Seitz'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Family',
'year': 2013,
'rating': 6.3,
'directors': ['Luc Besson'],
'actors': ['Robert De Niro', "John D'Leo"],
'genres': ['Comedy', 'Crime', 'Thriller']},
{'title': 'Rachel and the Stranger',
'year': 1948,
'rating': 7.0,
'directors': ['Norman Foster'],
'actors': ['William Holden', 'Robert Mitchum', 'Gary Gray'],
'genres': ['Adventure', 'Western']},
{'title': 'Red River',
'year': 1948,
'rating': 7.8,
'directors': ['Arthur Rosson', 'Howard Hawks'],
'actors': ['John Wayne', 'Montgomery Clift', 'Walter Brennan'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'Person to Person',
'year': 2017,
'rating': 5.7,
'directors': ['Dustin Guy Defa'],
'actors': ['Michael Cera', 'Bene Coopersmith'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Wrong Man',
'year': 1956,
'rating': 7.5,
'directors': ['Alfred Hitchcock'],
'actors': ['Henry Fonda', 'Anthony Quayle', 'Harold J. Stone'],
'genres': ['Drama']},
{'title': 'Playing for Keeps',
'year': 1986,
'rating': 4.1,
'directors': ['Harvey Weinstein', 'Bob Weinstein'],
'actors': ['Daniel Jordano', 'Matthew Penn', 'Leon W. Grant'],
'genres': ['Comedy']},
{'title': 'The Doors',
'year': 1991,
'rating': 7.2,
'directors': ['Oliver Stone'],
'actors': ['Val Kilmer', 'Kyle MacLachlan', 'Frank Whaley'],
'genres': ['Drama', 'Music']},
{'title': 'Shoot-Out at Medicine Bend',
'year': 1957,
'rating': 6.4,
'directors': ['Richard L. Bare'],
'actors': ['Randolph Scott', 'James Craig'],
'genres': ['Western']},
{'title': 'Watch the Birdie',
'year': 1950,
'rating': 6.2,
'directors': ['Jack Donohue'],
'actors': ['Red Skelton', 'Leon Ames'],
'genres': ['Comedy', 'Crime', 'Romance']},
{'title': 'Rainbow Valley',
'year': 1935,
'rating': 5.4,
'directors': ['Robert N. Bradbury'],
'actors': ['Lloyd Ingraham',
'John Wayne',
"George 'Gabby' Hayes",
'LeRoy Mason'],
'genres': ['Western']},
{'title': 'Sexual Tension: Volatile',
'year': 2012,
'rating': 6.0,
'directors': ['Marcelo Briem Stamm', 'Marco Berger'],
'actors': ['Lucas Lagré',
'Mario Verón',
'Javier De Pietro',
'Lautaro Machaca'],
'genres': ['Drama']},
{'title': 'The Man from the Alamo',
'year': 1953,
'rating': 6.5,
'directors': ['Budd Boetticher'],
'actors': ['Glenn Ford', 'Chill Wills', "Hugh O'Brian"],
'genres': ['Western']},
{'title': 'I Met My Love Again',
'year': 1938,
'rating': 5.6,
'directors': ['George Cukor', 'Arthur Ripley', 'Joshua Logan'],
'actors': ['Henry Fonda', 'Alan Marshal'],
'genres': ['Romance']},
{'title': 'Bad Company',
'year': 1972,
'rating': 7.0,
'directors': ['Robert Benton'],
'actors': ['Jeff Bridges', 'Barry Brown', 'Jim Davis', 'David Huddleston'],
'genres': ['Adventure', 'Drama', 'Western']},
{'title': 'Signed, Sealed, Delivered: One in a Million',
'year': 2016,
'rating': 7.3,
'directors': ['Kevin Fair'],
'actors': ['Eric Mabius', 'Geoff Gustafson'],
'genres': ['Drama']},
{'title': 'The Man Who Understood Women',
'year': 1959,
'rating': 4.8,
'directors': ['Nunnally Johnson'],
'actors': ['Henry Fonda', 'Cesare Danova', 'Myron McCormick'],
'genres': ['Comedy']},
{'title': 'Floundering',
'year': 1994,
'rating': 5.8,
'directors': ['Peter McCarthy'],
'actors': ['James Le Gros', 'Zander Schloss', 'John Cusack'],
'genres': ['Comedy']},
{'title': 'Lust Connection',
'year': 2005,
'rating': 4.5,
'directors': ['Jim Wynorski'],
'actors': ['Frank Harper', 'John Henry Richardson', 'Kirk Flavious'],
'genres': ['Thriller']},
{'title': 'Another Man, Another Chance',
'year': 1977,
'rating': 6.2,
'directors': ['Claude Lelouch'],
'actors': ['James Caan', 'Francis Huster'],
'genres': ['Western']},
{'title': "The Moon's Our Home",
'year': 1936,
'rating': 6.8,
'directors': ['William A. Seiter'],
'actors': ['Henry Fonda', 'Charles Butterworth'],
'genres': ['Comedy']},
{'title': 'Modern Times',
'year': 1936,
'rating': 8.5,
'directors': ['Charles Chaplin'],
'actors': ['Al Ernest Garcia',
'Charles Chaplin',
'Henry Bergman',
'Tiny Sandford',
'Chester Conklin',
'Hank Mann',
'Stanley Blystone'],
'genres': ['Comedy', 'Drama', 'Family']},
{'title': "Santa Claus Is Comin' to Town",
'year': 1970,
'rating': 7.8,
'directors': ['Jules Bass', 'Arthur Rankin Jr.'],
'actors': ['Fred Astaire', 'Mickey Rooney', 'Keenan Wynn', 'Paul Frees'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'Small Apartments',
'year': 2012,
'rating': 6.1,
'directors': ['Jonas Åkerlund'],
'actors': ['Matt Lucas', 'Peter Stormare', 'James Caan'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'What a Way to Go!',
'year': 1964,
'rating': 7.0,
'directors': ['J. Lee Thompson'],
'actors': ['Paul Newman', 'Robert Mitchum', 'Dean Martin'],
'genres': ['Comedy', 'Romance']},
{'title': 'Konrad',
'year': 1985,
'rating': 6.1,
'directors': ['Nell Cox'],
'actors': ['Max Wright', 'Huckleberry Fox', 'Ned Beatty'],
'genres': ['Comedy', 'Family']},
{'title': 'Out Cold',
'year': 2001,
'rating': 6.3,
'directors': ['Brendan Malloy', 'Emmett Malloy'],
'actors': ['Flex Alexander', 'David Denman'],
'genres': ['Comedy', 'Sport']},
{'title': 'Interstate 60: Episodes of the Road',
'year': 2002,
'rating': 7.7,
'directors': ['Bob Gale'],
'actors': ['James Marsden', 'Gary Oldman', 'Kurt Russell', 'Matthew Edison'],
'genres': ['Adventure', 'Comedy', 'Drama']},
{'title': 'Comes a Horseman',
'year': 1978,
'rating': 6.3,
'directors': ['Alan J. Pakula'],
'actors': ['James Caan', 'Jason Robards', 'George Grizzard'],
'genres': ['Drama', 'Romance', 'Western']},
{'title': 'Righteous Kill',
'year': 2008,
'rating': 6.0,
'directors': ['Jon Avnet'],
'actors': ['Robert De Niro', 'Al Pacino', '50 Cent'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Porco Rosso',
'year': 1992,
'rating': 7.8,
'directors': ['Hayao Miyazaki'],
'actors': ['Shûichirô Moriyama', 'Bunshi Katsura Vi', 'Tsunehiko Kamijô'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'West of the Pecos',
'year': 1945,
'rating': 6.2,
'directors': ['Edward Killy'],
'actors': ['Robert Mitchum', 'Richard Martin', 'Thurston Hall'],
'genres': ['Western']},
{'title': 'Without Reservations',
'year': 1946,
'rating': 6.6,
'directors': ['Mervyn LeRoy'],
'actors': ['John Wayne', 'Don DeFore'],
'genres': ['Comedy', 'Romance']},
{'title': 'Charley and the Angel',
'year': 1973,
'rating': 6.1,
'directors': ['Vincent McEveety'],
'actors': ['Fred MacMurray', 'Harry Morgan', 'Kurt Russell'],
'genres': ['Comedy', 'Family', 'Fantasy']},
{'title': 'Silk',
'year': 1986,
'rating': 4.0,
'directors': ['Cirio H. Santiago'],
'actors': ['Bill McLaughlin', 'Joe Mari Avellana', 'Frederick Bailey'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'China Sky',
'year': 1945,
'rating': 6.1,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', 'Anthony Quinn'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'His Private Secretary',
'year': 1933,
'rating': 5.7,
'directors': ['Phil Whitman'],
'actors': ['John Wayne', 'Reginald Barlow', 'Alec B. Francis'],
'genres': ['Comedy', 'Romance']},
{'title': 'Wake of the Red Witch',
'year': 1948,
'rating': 6.7,
'directors': ['Edward Ludwig'],
'actors': ['John Wayne', 'Gig Young'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'Legend of the Lost',
'year': 1957,
'rating': 6.1,
'directors': ['Henry Hathaway'],
'actors': ['John Wayne', 'Rossano Brazzi', 'Kurt Kasznar'],
'genres': ['Adventure', 'Drama']},
{'title': 'Stealing Las Vegas',
'year': 2012,
'rating': 4.0,
'directors': ['Francisco Menéndez'],
'actors': ['Eric Roberts', 'Antonio Fargas', 'Ethan Landry'],
'genres': ['Crime', 'Thriller']},
{'title': 'The Computer Wore Tennis Shoes',
'year': 1969,
'rating': 6.1,
'directors': ['Robert Butler'],
'actors': ['Kurt Russell', 'Cesar Romero', 'Joe Flynn', 'William Schallert'],
'genres': ['Comedy', 'Family', 'Sci-Fi']},
{'title': 'Goodfellas',
'year': 1990,
'rating': 8.7,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Ray Liotta', 'Joe Pesci'],
'genres': ['Crime', 'Drama']},
{'title': 'Better Off Dead...',
'year': 1985,
'rating': 7.2,
'directors': ['Savage Steve Holland'],
'actors': ['John Cusack', 'David Ogden Stiers', 'Demian Slade'],
'genres': ['Comedy', 'Romance']},
{'title': 'Go Toward the Light',
'year': 1988,
'rating': 7.7,
'directors': ['Mike Robe'],
'actors': ['Joshua Harris', 'Ned Beatty'],
'genres': ['Drama']},
{'title': 'Wagon Wheels',
'year': 1934,
'rating': 5.9,
'directors': ['Charles Barton'],
'actors': ['Randolph Scott', 'Billy Lee', 'Monte Blue'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'They Were Expendable',
'year': 1945,
'rating': 7.3,
'directors': ['John Ford', 'Robert Montgomery'],
'actors': ['Robert Montgomery', 'John Wayne', 'Jack Holt'],
'genres': ['Drama', 'War']},
{'title': "This Man's Navy",
'year': 1945,
'rating': 6.4,
'directors': ['William A. Wellman'],
'actors': ['Wallace Beery', 'Tom Drake', 'James Gleason'],
'genres': ['Adventure', 'Drama']},
{'title': 'Santee',
'year': 1973,
'rating': 5.9,
'directors': ['Gary Nelson'],
'actors': ['Glenn Ford', 'Michael Burns', 'Jay Silverheels'],
'genres': ['Western']},
{'title': 'The Lawless Frontier',
'year': 1934,
'rating': 5.1,
'directors': ['Robert N. Bradbury'],
'actors': ['Gordon De Main',
'John Wayne',
"George 'Gabby' Hayes",
'Jack Rockwell',
'Jay Wilsey',
'Yakima Canutt'],
'genres': ['Romance', 'Western']},
{'title': 'Rio 70',
'year': 1969,
'rating': 4.6,
'directors': ['Jesús Franco'],
'actors': ['Richard Wyler', 'George Sanders'],
'genres': ['Action', 'Adventure']},
{'title': 'Spartacus',
'year': 1960,
'rating': 7.9,
'directors': ['Stanley Kubrick'],
'actors': ['Kirk Douglas', 'Laurence Olivier', 'Charles Laughton'],
'genres': ['Adventure', 'Drama']},
{'title': 'Time Trackers',
'year': 1989,
'rating': 4.4,
'directors': ['Howard R. Cohen'],
'actors': ['Wil Shriner', 'Ned Beatty'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'The Tale of the Princess Kaguya',
'year': 2013,
'rating': 8.1,
'directors': ['Isao Takahata'],
'actors': ['James Caan', 'James Marsden'],
'genres': ['Adventure', 'Animation', 'Drama']},
{'title': 'The Kid',
'year': 1921,
'rating': 8.3,
'directors': ['Charles Chaplin'],
'actors': ['F. Blinn',
'Charles Chaplin',
'Jackie Coogan',
'Carl Miller',
'Albert Austin',
'Henry Bergman',
'Edward Biby'],
'genres': ['Comedy', 'Drama', 'Family']},
{'title': 'A Lady Takes a Chance',
'year': 1943,
'rating': 6.6,
'directors': ['William A. Seiter'],
'actors': ['John Wayne', 'Charles Winninger', 'Phil Silvers'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'The Pacific and Eddy',
'year': 2007,
'rating': 5.4,
'directors': ['Matthew Nourse'],
'actors': ['Ryan Donowho', 'James Duval', 'Nikki Sudden'],
'genres': ['Drama']},
{'title': 'Undercover Blues',
'year': 1993,
'rating': 6.0,
'directors': ['Herbert Ross'],
'actors': ['Dennis Quaid', 'Stanley Tucci'],
'genres': ['Comedy', 'Crime']},
{'title': 'The Wrong Boyfriend',
'year': 2015,
'rating': 4.1,
'directors': ['Anthony DiBlasi'],
'actors': ['Andrew Jacobs', 'Matthew Boehm', 'James Caan'],
'genres': ['Drama']},
{'title': 'Ride, Vaquero!',
'year': 1953,
'rating': 6.2,
'directors': ['John Farrow'],
'actors': ['Robert Taylor', 'Howard Keel', 'Anthony Quinn'],
'genres': ['Romance', 'Western']},
{'title': 'The Road to Wellville',
'year': 1994,
'rating': 5.8,
'directors': ['Alan Parker'],
'actors': ['Anthony Hopkins', 'Matthew Broderick', 'John Cusack'],
'genres': ['Comedy', 'Drama']},
{'title': 'Night Has a Thousand Eyes',
'year': 1948,
'rating': 7.1,
'directors': ['John Farrow'],
'actors': ['Edward G. Robinson', 'John Lund'],
'genres': ['Drama', 'Thriller']},
{'title': 'Graves End',
'year': 2005,
'rating': 8.8,
'directors': ['James Marlowe'],
'actors': ['Eric Roberts', 'Steven Williams', 'Daniel Roebuck'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Mr. Muggs Rides Again',
'year': 1945,
'rating': 7.9,
'directors': ['Wallace Fox'],
'actors': ['Leo Gorcey',
'Huntz Hall',
"William 'Billy' Benedict",
'Johnny Duncan'],
'genres': ['Comedy']},
{'title': 'Once Upon a Time in America',
'year': 1984,
'rating': 8.4,
'directors': ['Sergio Leone'],
'actors': ['Robert De Niro', 'James Woods', 'Treat Williams'],
'genres': ['Crime', 'Drama']},
{'title': 'Regina Roma',
'year': 1982,
'rating': 7.4,
'directors': ['Jean-Yves Prate'],
'actors': ['Anthony Quinn', 'Ray Sharkey'],
'genres': ['Drama']},
{'title': 'Domino One',
'year': 2005,
'rating': 6.3,
'directors': ['Nick Louvel'],
'actors': ['Nick Garrison', 'Ken Cheeseman', 'Steve Guttenberg'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Love by Chance',
'year': 2016,
'rating': 6.2,
'directors': ['Gary Harvey'],
'actors': ['Benjamin Ayres', 'Garwin Sanford', 'John Cassini'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Score',
'year': 2001,
'rating': 6.8,
'directors': ['Frank Oz'],
'actors': ['Robert De Niro', 'Edward Norton', 'Marlon Brando'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'The Stranger Wore a Gun',
'year': 1953,
'rating': 6.0,
'directors': ['André De Toth'],
'actors': ['Randolph Scott', 'George Macready'],
'genres': ['War', 'Western']},
{'title': 'Both Sides of the Law',
'year': 1953,
'rating': 6.8,
'directors': ['Muriel Box'],
'actors': ['Terence Morgan'],
'genres': ['Drama']},
{'title': 'The Glass Key',
'year': 1942,
'rating': 7.1,
'directors': ['Stuart Heisler'],
'actors': ['Alan Ladd', 'Brian Donlevy'],
'genres': ['Crime', 'Drama']},
{'title': 'Tennessee Waltz',
'year': 1989,
'rating': 5.8,
'directors': ['Nicolas Gessner'],
'actors': ['Julian Sands', 'Ed Lauter', 'Ned Beatty'],
'genres': ['Drama', 'Thriller']},
{'title': 'Federal Protection',
'year': 2002,
'rating': 5.1,
'directors': ['Anthony Hickox'],
'actors': ['Armand Assante', 'David Lipper'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': "Everybody's All-American",
'year': 1988,
'rating': 6.2,
'directors': ['Taylor Hackford'],
'actors': ['Dennis Quaid', 'Timothy Hutton', 'John Goodman'],
'genres': ['Drama', 'Romance', 'Sport']},
{'title': 'Starcrossed',
'year': 2014,
'rating': 4.2,
'directors': ['Chase Mohseni'],
'actors': ['Eric Roberts', 'Grant Harvey'],
'genres': ['Drama', 'Romance', 'Thriller']},
{'title': 'Buchanan Rides Alone',
'year': 1958,
'rating': 6.9,
'directors': ['Budd Boetticher'],
'actors': ['Randolph Scott', 'Craig Stevens', 'Barry Kelley', 'Tol Avery'],
'genres': ['Drama', 'Western']},
{'title': 'Arizona',
'year': 1931,
'rating': 6.0,
'directors': ['George B. Seitz'],
'actors': ['John Wayne', 'Forrest Stanley'],
'genres': ['Drama', 'Romance']},
{'title': 'Yours, Mine and Ours',
'year': 1968,
'rating': 7.2,
'directors': ['Melville Shavelson'],
'actors': ['Henry Fonda', 'Van Johnson'],
'genres': ['Comedy', 'Family']},
{'title': 'Romola',
'year': 1924,
'rating': 6.6,
'directors': ['Henry King'],
'actors': ['William Powell', 'Ronald Colman'],
'genres': ['Drama', 'History']},
{'title': 'Purple People Eater',
'year': 1988,
'rating': 4.6,
'directors': ['Linda Shayne'],
'actors': ['Ned Beatty', 'Bobby Porter'],
'genres': ['Comedy', 'Family', 'Sci-Fi']},
{'title': 'The Circus',
'year': 1928,
'rating': 8.1,
'directors': ['Charles Chaplin'],
'actors': ['Steve Murphy',
'Charles Chaplin',
'Al Ernest Garcia',
'Harry Crocker',
'George Davis',
'Henry Bergman',
'Tiny Sandford',
'John Rand'],
'genres': ['Comedy', 'Romance']},
{'title': 'Tycoon',
'year': 1947,
'rating': 6.3,
'directors': ['Richard Wallace'],
'actors': ['John Wayne', 'Cedric Hardwicke'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': '7th Cavalry',
'year': 1956,
'rating': 5.9,
'directors': ['Joseph H. Lewis'],
'actors': ['Randolph Scott', 'Jay C. Flippen', 'Frank Faylen'],
'genres': ['Western']},
{'title': '7 Men from Now',
'year': 1956,
'rating': 7.5,
'directors': ['Budd Boetticher'],
'actors': ['Randolph Scott', 'Lee Marvin', 'Walter Reed'],
'genres': ['Action', 'Western']},
{'title': 'Analyze That',
'year': 2002,
'rating': 5.9,
'directors': ['Harold Ramis'],
'actors': ['Robert De Niro', 'Billy Crystal', 'Joe Viterelli'],
'genres': ['Comedy', 'Crime']},
{'title': 'Albuquerque',
'year': 1948,
'rating': 6.8,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', "George 'Gabby' Hayes", 'Lon Chaney Jr.'],
'genres': ['Western']},
{'title': 'Circus World',
'year': 1964,
'rating': 6.2,
'directors': ['Henry Hathaway'],
'actors': ['John Wayne', 'Lloyd Nolan'],
'genres': ['Drama', 'Western']},
{'title': 'Rednecks',
'year': 2017,
'rating': 7.2,
'directors': ['John Birmingham'],
'actors': ['John Birmingham', 'Royce Hobson', 'Jeremy Ambler'],
'genres': ['Comedy']},
{'title': 'The Dragonfly',
'year': 1954,
'rating': 6.7,
'directors': ['Siko Dolidze', 'Levan Khotivari'],
'actors': ['Aleksandre Omiadze'],
'genres': ['Comedy', 'Romance']},
{'title': 'Virginia City',
'year': 1940,
'rating': 6.8,
'directors': ['Michael Curtiz'],
'actors': ['Errol Flynn', 'Randolph Scott', 'Humphrey Bogart'],
'genres': ['Action', 'Drama', 'History']},
{'title': 'The Luck of the Irish',
'year': 2001,
'rating': 6.3,
'directors': ['Paul Hoen'],
'actors': ['Ryan Merriman', 'Henry Gibson', 'Glenndon Chatman'],
'genres': ['Adventure', 'Comedy', 'Drama']},
{'title': '4th Man Out',
'year': 2015,
'rating': 6.6,
'directors': ['Andrew Nackman'],
'actors': ['Parker Young', 'Evan Todd', 'Chord Overstreet', 'Jon Gabrus'],
'genres': ['Comedy', 'Drama']},
{'title': 'Dangerous Liaisons',
'year': 1988,
'rating': 7.6,
'directors': ['Stephen Frears'],
'actors': ['John Malkovich'],
'genres': ['Drama', 'Romance']},
{'title': 'Raw Nerve',
'year': 1991,
'rating': 4.3,
'directors': ['David A. Prior'],
'actors': ['Glenn Ford', "Randall 'Tex' Cobb", 'Ted Prior'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'The Teahouse of the August Moon',
'year': 1956,
'rating': 6.8,
'directors': ['Daniel Mann'],
'actors': ['Marlon Brando', 'Glenn Ford', 'Eddie Albert'],
'genres': ['Comedy']},
{'title': 'Monkey on My Back',
'year': 1957,
'rating': 7.1,
'directors': ['André De Toth'],
'actors': ['Cameron Mitchell', 'Paul Richards', 'Jack Albertson'],
'genres': ['Drama']},
{'title': 'Runaway Train',
'year': 1985,
'rating': 7.3,
'directors': ['Andrey Konchalovskiy'],
'actors': ['Jon Voight', 'Eric Roberts', 'Kyle T. Heffner'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Sonny',
'year': 2002,
'rating': 5.7,
'directors': ['Nicolas Cage'],
'actors': ['James Franco', 'Harry Dean Stanton'],
'genres': ['Crime', 'Drama']},
{'title': 'The Tall T',
'year': 1957,
'rating': 7.4,
'directors': ['Budd Boetticher'],
'actors': ['Randolph Scott', 'Richard Boone', 'Arthur Hunnicutt'],
'genres': ['Romance', 'Thriller', 'Western']},
{'title': "She Couldn't Say No",
'year': 1952,
'rating': 5.8,
'directors': ['Lloyd Bacon'],
'actors': ['Robert Mitchum', 'Arthur Hunnicutt', 'Edgar Buchanan'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Quality of Mercy',
'year': 1994,
'rating': 7.2,
'directors': ['Andreas Gruber'],
'actors': ['Rainer Egger', 'Oliver Broumis', 'Merab Ninidze'],
'genres': ['Drama', 'War']},
{'title': 'Stalked by My Doctor',
'year': 2015,
'rating': 5.6,
'directors': ['Doug Campbell'],
'actors': ['Eric Roberts', 'Jon Briddell'],
'genres': ['Thriller']},
{'title': 'Eagles Over London',
'year': 1969,
'rating': 5.7,
'directors': ['Enzo G. Castellari'],
'actors': ['Frederick Stafford', 'Van Johnson', 'Francisco Rabal'],
'genres': ['Drama', 'War']},
{'title': 'Bopha!',
'year': 1993,
'rating': 6.5,
'directors': ['Morgan Freeman'],
'actors': ['Danny Glover', 'Malcolm McDowell', 'Marius Weyers'],
'genres': ['Drama']},
{'title': 'Money for Nothing',
'year': 1993,
'rating': 5.7,
'directors': ['Ramón Menéndez'],
'actors': ['John Cusack', 'Michael Madsen', 'Benicio Del Toro'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': "Andy Hardy's Blonde Trouble",
'year': 1944,
'rating': 6.7,
'directors': ['George B. Seitz'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy', 'Romance']},
{'title': 'Billy the Kid',
'year': 1941,
'rating': 5.7,
'directors': ['David Miller', 'Frank Borzage'],
'actors': ['Robert Taylor', 'Brian Donlevy', 'Ian Hunter'],
'genres': ['Drama', 'Western']},
{'title': 'Belle Starr',
'year': 1941,
'rating': 5.9,
'directors': ['Irving Cummings'],
'actors': ['Randolph Scott', 'Dana Andrews', 'Shepperd Strudwick'],
'genres': ['Western']},
{'title': 'Love Is All There Is',
'year': 1996,
'rating': 5.1,
'directors': ['Renée Taylor', 'Joseph Bologna'],
'actors': ['Joseph Bologna'],
'genres': ['Comedy', 'Romance']},
{'title': 'Funny Lady',
'year': 1975,
'rating': 6.5,
'directors': ['Herbert Ross'],
'actors': ['James Caan', 'Omar Sharif', 'Roddy McDowall'],
'genres': ['Comedy', 'Drama']},
{'title': 'Human Desire',
'year': 1954,
'rating': 7.2,
'directors': ['Fritz Lang'],
'actors': ['Glenn Ford', 'Broderick Crawford', 'Edgar Buchanan'],
'genres': ['Drama', 'Romance']},
{'title': 'Dark Blue',
'year': 2002,
'rating': 6.6,
'directors': ['Ron Shelton'],
'actors': ['Kurt Russell', 'Ving Rhames', 'Scott Speedman'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': "Boston Blackie's Chinese Venture",
'year': 1949,
'rating': 6.2,
'directors': ['Seymour Friedman'],
'actors': ['Chester Morris', 'Richard Lane', 'Don McGuire'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Intoxicating',
'year': 2003,
'rating': 5.1,
'directors': ['Mark David'],
'actors': ['Kirk Harris', 'John Savage', 'Eric Roberts'],
'genres': ['Drama', 'Thriller']},
{'title': 'Grace Is Gone',
'year': 2007,
'rating': 6.8,
'directors': ['Jim Strouse'],
'actors': ['John Cusack'],
'genres': ['Drama']},
{'title': 'Quality of Life',
'year': 2004,
'rating': 7.0,
'directors': ['Benjamin Morgan'],
'actors': ['Lane Garrison', 'Brian Burnam', 'Luis Saguar'],
'genres': ['Drama']},
{'title': 'The Naked Street',
'year': 1955,
'rating': 6.5,
'directors': ['Maxwell Shane'],
'actors': ['Farley Granger', 'Anthony Quinn', 'Peter Graves'],
'genres': ['Crime', 'Drama']},
{'title': 'Cop Car',
'year': 2015,
'rating': 6.3,
'directors': ['Jon Watts'],
'actors': ['Kevin Bacon',
'James Freedson-Jackson',
'Hays Wellford',
'Shea Whigham'],
'genres': ['Crime', 'Thriller']},
{'title': 'Texas Cyclone',
'year': 1932,
'rating': 6.2,
'directors': ['D. Ross Lederman'],
'actors': ['Wallace MacDonald', 'Tim McCoy', 'Wheeler Oakman', 'John Wayne'],
'genres': ['Action', 'Western']},
{'title': 'Children of Wax',
'year': 2007,
'rating': 4.2,
'directors': ['Ivan Nitchev'],
'actors': ['Armand Assante', 'Udo Kier', 'Daniel Bernhardt', 'Hal Ozsan'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Max Havelaar',
'year': 1976,
'rating': 7.0,
'directors': ['Fons Rademakers'],
'actors': ['Peter Faber', 'Adendu Soesilaningrat', 'Maruli Sitompul'],
'genres': ['Drama']},
{'title': 'Back to You and Me',
'year': 2005,
'rating': 6.8,
'directors': ['David S. Cass Sr.'],
'actors': ['Dale Midkiff'],
'genres': ['Drama', 'Romance']},
{'title': 'Haiku Tunnel',
'year': 2001,
'rating': 6.1,
'directors': ['Josh Kornbluth', 'Jacob Kornbluth'],
'actors': ['Josh Kornbluth', 'Warren Keith'],
'genres': ['Comedy']},
{'title': 'Track of the Cat',
'year': 1954,
'rating': 6.5,
'directors': ['William A. Wellman'],
'actors': ['Robert Mitchum', 'Tab Hunter'],
'genres': ['Drama', 'Western']},
{'title': 'The Road to El Dorado',
'year': 2000,
'rating': 6.9,
'directors': ['Jeffrey Katzenberg', 'Bibo Bergeron', 'Don Paul'],
'actors': ['Kevin Kline', 'Kenneth Branagh', 'Armand Assante'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'For Better, for Worse',
'year': 1919,
'rating': 7.5,
'directors': ['Cecil B. DeMille'],
'actors': ['Elliott Dexter', 'Tom Forman'],
'genres': ['Drama']},
{'title': 'Broken Trust',
'year': 1995,
'rating': 5.7,
'directors': ['Geoffrey Sax'],
'actors': ['Tom Selleck', 'William Atherton', 'Charles Haid'],
'genres': ['Thriller']},
{'title': 'Babylon 5: Thirdspace',
'year': 1998,
'rating': 6.9,
'directors': ['Jesús Salvador Treviño'],
'actors': ['Bruce Boxleitner', 'Richard Biggs'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': '7 Chinese Brothers',
'year': 2015,
'rating': 5.6,
'directors': ['Bob Byington'],
'actors': ['Jason Schwartzman', 'Tunde Adebimpe'],
'genres': ['Comedy']},
{'title': 'Once Upon a Time in the West',
'year': 1968,
'rating': 8.5,
'directors': ['Sergio Leone'],
'actors': ['Henry Fonda', 'Charles Bronson', 'Jason Robards'],
'genres': ['Western']},
{'title': 'Dreamgirls',
'year': 2006,
'rating': 6.5,
'directors': ['Bill Condon'],
'actors': ['Jamie Foxx', 'Eddie Murphy', 'Danny Glover'],
'genres': ['Drama', 'Music']},
{'title': 'A Southern Yankee',
'year': 1948,
'rating': 6.8,
'directors': ['Edward Sedgwick'],
'actors': ['Red Skelton', 'Brian Donlevy', 'George Coulouris'],
'genres': ['Comedy', 'History', 'War']},
{'title': 'The Execution of Private Slovik',
'year': 1974,
'rating': 7.7,
'directors': ['Lamont Johnson'],
'actors': ['Martin Sheen', 'Ned Beatty', 'Gary Busey'],
'genres': ['Drama']},
{'title': 'The Alpha Caper',
'year': 1973,
'rating': 7.0,
'directors': ['Robert Michael Lewis'],
'actors': ['Henry Fonda', 'Leonard Nimoy', 'James McEachin'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Crimes of the Past',
'year': 2009,
'rating': 4.5,
'directors': ['Garrett Bennett'],
'actors': ['David Rasche', 'Eric Roberts', 'Chad Lindberg'],
'genres': ['Drama']},
{'title': 'A Husband for Christmas',
'year': 2016,
'rating': 5.2,
'directors': ['David DeCoteau'],
'actors': ['Ricco Ross', 'Eric Roberts'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Gardens of Stone',
'year': 1987,
'rating': 6.4,
'directors': ['Francis Ford Coppola'],
'actors': ['James Caan', 'James Earl Jones', 'D.B. Sweeney'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'To the Shores of Tripoli',
'year': 1942,
'rating': 6.1,
'directors': ['H. Bruce Humberstone'],
'actors': ['John Payne', 'Randolph Scott'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Thunderbolt and Lightfoot',
'year': 1974,
'rating': 7.1,
'directors': ['Michael Cimino'],
'actors': ['Clint Eastwood', 'Jeff Bridges', 'Geoffrey Lewis'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Gambler',
'year': 1974,
'rating': 7.3,
'directors': ['Karel Reisz'],
'actors': ['James Caan', 'Paul Sorvino', 'Morris Carnovsky'],
'genres': ['Crime', 'Drama']},
{'title': 'The Shepherd of the Hills',
'year': 1941,
'rating': 7.1,
'directors': ['Henry Hathaway'],
'actors': ['John Wayne', 'Harry Carey'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': 'The Last Tycoon',
'year': 1976,
'rating': 6.3,
'directors': ['Elia Kazan'],
'actors': ['Robert De Niro', 'Tony Curtis', 'Robert Mitchum'],
'genres': ['Drama', 'Romance']},
{'title': 'R.I.P.D.',
'year': 2013,
'rating': 5.6,
'directors': ['Robert Schwentke'],
'actors': ['Ryan Reynolds', 'Jeff Bridges', 'Kevin Bacon'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': "The Perfect Age of Rock 'n' Roll",
'year': 2009,
'rating': 5.9,
'directors': ['Scott D. Rosenbaum'],
'actors': ['Lukas Haas', 'Kevin Zegers', 'Jason Ritter', 'Billy Morrison'],
'genres': ['Drama', 'Music']},
{'title': 'Advance to the Rear',
'year': 1964,
'rating': 5.9,
'directors': ['George Marshall'],
'actors': ['Glenn Ford', 'Melvyn Douglas', 'Jim Backus'],
'genres': ['Comedy', 'War', 'Western']},
{'title': 'The Cosmic Man',
'year': 1959,
'rating': 4.7,
'directors': ['Herbert S. Greene'],
'actors': ['John Carradine', 'Bruce Bennett', 'Paul Langton'],
'genres': ['Adventure', 'Sci-Fi', 'Thriller']},
{'title': 'Memento',
'year': 2000,
'rating': 8.5,
'directors': ['Christopher Nolan'],
'actors': ['Guy Pearce', 'Joe Pantoliano', 'Mark Boone Junior'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Revenge',
'year': 1990,
'rating': 6.2,
'directors': ['Tony Scott'],
'actors': ['Kevin Costner', 'Anthony Quinn', 'Tomas Milian'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Morning Patrol',
'year': 1987,
'rating': 7.0,
'directors': ['Nikos Nikolaidis'],
'actors': ['Takis Spiridakis', 'Nikos Hatzis'],
'genres': ['Sci-Fi']},
{'title': 'Vanity Fair',
'year': 2004,
'rating': 6.2,
'directors': ['Mira Nair'],
'actors': ['James Purefoy', 'Jonathan Rhys Meyers'],
'genres': ['Drama']},
{'title': 'The Courtship of Andy Hardy',
'year': 1942,
'rating': 6.7,
'directors': ['George B. Seitz'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy']},
{'title': 'Shooter',
'year': 2007,
'rating': 7.2,
'directors': ['Antoine Fuqua'],
'actors': ['Mark Wahlberg', 'Michael Peña', 'Danny Glover'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Heaven with a Gun',
'year': 1969,
'rating': 6.4,
'directors': ['Lee H. Katzin'],
'actors': ['Glenn Ford', 'John Anderson'],
'genres': ['Western']},
{'title': 'Set It Up',
'year': 2018,
'rating': 6.5,
'directors': ['Claire Scanlon'],
'actors': ['Glen Powell', 'Taye Diggs'],
'genres': ['Comedy', 'Romance']},
{'title': 'We Are Not Animals',
'year': 2013,
'rating': 5.3,
'directors': ['Alejandro Agresti'],
'actors': ['John Cusack', 'Paul Hipp', 'Kevin Morris', 'Alejandro Agresti'],
'genres': ['Comedy', 'Drama']},
{'title': 'Hide and Seek',
'year': 2005,
'rating': 5.9,
'directors': ['John Polson'],
'actors': ['Robert De Niro'],
'genres': ['Drama', 'Horror', 'Mystery']},
{'title': 'The Wizard of Lies',
'year': 2017,
'rating': 6.8,
'directors': ['Barry Levinson'],
'actors': ['Robert De Niro', 'Alessandro Nivola', 'Nathan Darrow'],
'genres': ['Crime', 'Drama']},
{'title': 'The Strange Woman',
'year': 1946,
'rating': 6.7,
'directors': ['Douglas Sirk', 'Edgar G. Ulmer'],
'actors': ['George Sanders', 'Louis Hayward', 'Gene Lockhart'],
'genres': ['Drama', 'Romance']},
{'title': 'Dragon Ball Z: Bojack Unbound',
'year': 1993,
'rating': 7.3,
'directors': ['Yoshihiro Ueda'],
'actors': ['Toshio Furukawa', 'Takeshi Kusao'],
'genres': ['Action', 'Animation', 'Fantasy']},
{'title': 'Bullets Over Broadway',
'year': 1994,
'rating': 7.5,
'directors': ['Woody Allen'],
'actors': ['John Cusack', 'Chazz Palminteri'],
'genres': ['Comedy', 'Crime']},
{'title': 'Enemy from Space',
'year': 1957,
'rating': 7.0,
'directors': ['Val Guest'],
'actors': ['Brian Donlevy', 'John Longden', 'Sidney James', 'Bryan Forbes'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'The Lonely Trail',
'year': 1936,
'rating': 5.5,
'directors': ['Joseph Kane'],
'actors': ['John Wayne', 'Cy Kendall', 'Bob Kortman'],
'genres': ['Drama', 'Western']},
{'title': 'Lightning, the White Stallion',
'year': 1986,
'rating': 4.8,
'directors': ['William A. Levey'],
'actors': ['Mickey Rooney', 'Billy Wesley'],
'genres': ['Drama', 'Family']},
{'title': 'Never a Dull Moment',
'year': 1950,
'rating': 5.7,
'directors': ['George Marshall'],
'actors': ['Fred MacMurray', 'William Demarest', 'Andy Devine'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'Is Anybody There?',
'year': 2008,
'rating': 6.8,
'directors': ['John Crowley'],
'actors': ['Michael Caine', 'Bill Milner', 'Ralph Riach'],
'genres': ['Drama']},
{'title': 'The Hateful Eight',
'year': 2015,
'rating': 7.8,
'directors': ['Quentin Tarantino'],
'actors': ['Samuel L. Jackson', 'Kurt Russell', 'Walton Goggins'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Night Train',
'year': 2009,
'rating': 5.7,
'directors': ['Brian King'],
'actors': ['Danny Glover', 'Steve Zahn', 'Matthias Schweighöfer'],
'genres': ['Crime', 'Horror', 'Mystery']},
{'title': "I'm a Fool",
'year': 1977,
'rating': 8.3,
'directors': ['Noel Black'],
'actors': ['Ron Howard', 'Otis Calef', 'Henry Fonda'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Johnny Got His Gun',
'year': 2008,
'rating': 7.0,
'directors': ['Rowan Joseph'],
'actors': ['Matty Ferraro', 'Rowan Joseph', 'Ben McKenzie'],
'genres': ['Drama']},
{'title': 'The Village Barbershop',
'year': 2008,
'rating': 6.9,
'directors': ['Chris J. Ford'],
'actors': ['John Ratzenberger', 'George McRae'],
'genres': ['Comedy', 'Drama']},
{'title': 'Mean Streets',
'year': 1973,
'rating': 7.4,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Harvey Keitel', 'David Proval'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'The Marcus-Nelson Murders',
'year': 1973,
'rating': 8.0,
'directors': ['Joseph Sargent'],
'actors': ['Telly Savalas', 'Marjoe Gortner', 'José Ferrer', 'Ned Beatty'],
'genres': ['Crime', 'Drama']},
{'title': 'Hook Line and Sinker',
'year': 1930,
'rating': 6.4,
'directors': ['Edward F. Cline'],
'actors': ['Bert Wheeler', 'Robert Woolsey', 'Ralf Harolde'],
'genres': ['Comedy', 'Romance']},
{'title': 'Haunted Gold',
'year': 1932,
'rating': 5.5,
'directors': ['Mack V. Wright'],
'actors': ['Otto Hoffman',
'John Wayne',
'Duke',
'Harry Woods',
'Erville Alderson'],
'genres': ['Horror', 'Mystery', 'Western']},
{'title': 'Westward Ho',
'year': 1935,
'rating': 5.6,
'directors': ['Robert N. Bradbury'],
'actors': ['John Wayne', 'Frank McGlynn Jr.', 'Jim Farley'],
'genres': ['Drama', 'History', 'Western']},
{'title': 'Pocketful of Miracles',
'year': 1961,
'rating': 7.3,
'directors': ['Frank Capra'],
'actors': ['Glenn Ford', "Arthur O'Connell"],
'genres': ['Comedy', 'Drama']},
{'title': 'Vanished Without a Trace',
'year': 1999,
'rating': 5.8,
'directors': ['Douglas Barr'],
'actors': ['William R. Moses', 'Joshua Peace'],
'genres': ['Drama']},
{'title': 'Phantom Love',
'year': 2007,
'rating': 6.3,
'directors': ['Nina Menkes'],
'actors': ['Michael Joseph Carr'],
'genres': ['Drama']},
{'title': 'The Good Shepherd',
'year': 2006,
'rating': 6.7,
'directors': ['Robert De Niro'],
'actors': ['Matt Damon', 'Robert De Niro', 'Alec Baldwin'],
'genres': ['Drama', 'History', 'Thriller']},
{'title': 'Command Decision',
'year': 1948,
'rating': 7.4,
'directors': ['Sam Wood'],
'actors': ['Clark Gable', 'Walter Pidgeon', 'Van Johnson', 'Brian Donlevy'],
'genres': ['Action', 'Drama', 'War']},
{'title': 'Coroner Creek',
'year': 1948,
'rating': 6.8,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', 'George Macready'],
'genres': ['Western']},
{'title': 'Dark Moon Rising',
'year': 2015,
'rating': 4.4,
'directors': ['Justin Price'],
'actors': ['Eric Roberts', 'Billy Blanks'],
'genres': ['Fantasy']},
{'title': "Maria's Lovers",
'year': 1984,
'rating': 6.7,
'directors': ['Andrey Konchalovskiy'],
'actors': ['John Savage', 'Keith Carradine', 'Robert Mitchum'],
'genres': ['Drama', 'Romance']},
{'title': 'The Butcher',
'year': 2009,
'rating': 5.5,
'directors': ['Jesse V. Johnson'],
'actors': ['Eric Roberts', 'Robert Davi', 'Keith David', 'Geoffrey Lewis'],
'genres': ['Action', 'Thriller']},
{'title': 'Wag the Dog',
'year': 1997,
'rating': 7.1,
'directors': ['Barry Levinson'],
'actors': ['Dustin Hoffman', 'Robert De Niro', 'Woody Harrelson'],
'genres': ['Comedy', 'Drama']},
{'title': 'While You Were Dating',
'year': 2017,
'rating': 6.1,
'directors': ['David Winning'],
'actors': ['William Baldwin', 'Robert Moloney'],
'genres': ['Comedy', 'Romance']},
{'title': 'Christmas Eve',
'year': 1947,
'rating': 6.1,
'directors': ['Edwin L. Marin'],
'actors': ['George Raft', 'George Brent', 'Randolph Scott'],
'genres': ['Comedy', 'Drama']},
{'title': 'Schizopolis',
'year': 1996,
'rating': 7.0,
'directors': ['Steven Soderbergh'],
'actors': ['Darrin Dickerson',
'Steven Soderbergh',
'Miles Hardy',
'Scott Allen',
'Marcus Lyle Brown',
'Silas Cooper',
'C.C. Courtney',
'Sonny Cranch'],
'genres': ['Comedy', 'Fantasy', 'Mystery']},
{'title': 'The Harimaya Bridge',
'year': 2009,
'rating': 6.3,
'directors': ['Aaron Woolfolk'],
'actors': ['Bennet Guillory', 'Danny Glover'],
'genres': ['Drama']},
{'title': 'The Son of Monte Cristo',
'year': 1940,
'rating': 6.3,
'directors': ['Rowland V. Lee'],
'actors': ['Louis Hayward', 'George Sanders'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': 'Love & Mercy',
'year': 2014,
'rating': 7.4,
'directors': ['Bill Pohlad'],
'actors': ['John Cusack', 'Paul Dano', 'Paul Giamatti'],
'genres': ['Drama', 'Music']},
{'title': 'Tango & Cash',
'year': 1989,
'rating': 6.4,
'directors': ['Albert Magnoli', 'Andrey Konchalovskiy'],
'actors': ['Sylvester Stallone', 'Kurt Russell', 'Jack Palance'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Out of the Past',
'year': 1947,
'rating': 8.1,
'directors': ['Jacques Tourneur'],
'actors': ['Robert Mitchum', 'Kirk Douglas'],
'genres': ['Crime', 'Drama']},
{'title': "Soul's Midnight",
'year': 2006,
'rating': 4.5,
'directors': ['Harry Basil'],
'actors': ['Armand Assante', 'Robert Floyd'],
'genres': ['Horror', 'Thriller']},
{'title': 'One Minute to Zero',
'year': 1952,
'rating': 5.9,
'directors': ['Tay Garnett'],
'actors': ['Robert Mitchum', 'William Talman', 'Charles McGraw'],
'genres': ['Drama', 'War']},
{'title': 'Iron Man',
'year': 2008,
'rating': 7.9,
'directors': ['Jon Favreau'],
'actors': ['Robert Downey Jr.', 'Terrence Howard', 'Jeff Bridges'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb',
'year': 1964,
'rating': 8.4,
'directors': ['Stanley Kubrick'],
'actors': ['Peter Sellers',
'George C. Scott',
'Sterling Hayden',
'Keenan Wynn'],
'genres': ['Comedy']},
{'title': 'Dirty Grandpa',
'year': 2016,
'rating': 5.9,
'directors': ['Dan Mazer'],
'actors': ['Robert De Niro', 'Zac Efron'],
'genres': ['Comedy']},
{'title': 'The Last Mile',
'year': 1959,
'rating': 6.8,
'directors': ['Howard W. Koch'],
'actors': ['Mickey Rooney',
'Frank Overton',
'Michael Constantine',
'John Vari'],
'genres': ['Drama', 'Thriller']},
{'title': 'Last Train from Gun Hill',
'year': 1959,
'rating': 7.4,
'directors': ['John Sturges'],
'actors': ['Kirk Douglas', 'Anthony Quinn', 'Earl Holliman'],
'genres': ['Romance', 'Western']},
{'title': 'Lethal Weapon 2',
'year': 1989,
'rating': 7.2,
'directors': ['Richard Donner'],
'actors': ['Mel Gibson', 'Danny Glover', 'Joe Pesci'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'Blizhniy Boy: The Ultimate Fighter',
'year': 2007,
'rating': 6.6,
'directors': ['Erken Ialgashev'],
'actors': ['Cung Le', 'David Carradine', 'Eric Roberts', 'Gary Busey'],
'genres': ['Action']},
{'title': 'Last Vegas',
'year': 2013,
'rating': 6.6,
'directors': ['Jon Turteltaub'],
'actors': ['Robert De Niro',
'Michael Douglas',
'Morgan Freeman',
'Kevin Kline'],
'genres': ['Comedy', 'Drama']},
{'title': 'Power 98',
'year': 1996,
'rating': 4.6,
'directors': ['Jaime Hellman'],
'actors': ['Eric Roberts', 'Jason Gedrick', 'Jack Betts'],
'genres': ['Action', 'Mystery', 'Thriller']},
{'title': 'Error in Judgment',
'year': 1999,
'rating': 4.7,
'directors': ['Scott P. Levy'],
'actors': ['Joe Mantegna'],
'genres': ['Thriller']},
{'title': 'Everything That Rises',
'year': 1998,
'rating': 6.8,
'directors': ['Dennis Quaid'],
'actors': ['Dennis Quaid', 'Harve Presnell', 'Meat Loaf'],
'genres': ['Adventure', 'Drama', 'Family']},
{'title': 'Simpatico',
'year': 1999,
'rating': 4.5,
'directors': ['Matthew Warchus'],
'actors': ['Nick Nolte', 'Jeff Bridges'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Attila',
'year': 1954,
'rating': 5.5,
'directors': ['Pietro Francisci'],
'actors': ['Anthony Quinn', 'Henri Vidal', 'Claude Laydu'],
'genres': ['Drama', 'History']},
{'title': 'The Gazebo',
'year': 1959,
'rating': 6.9,
'directors': ['George Marshall'],
'actors': ['Glenn Ford', 'Carl Reiner', 'John McGiver'],
'genres': ['Comedy', 'Crime', 'Thriller']},
{'title': '3:10 to Yuma',
'year': 1957,
'rating': 7.6,
'directors': ['Delmer Daves'],
'actors': ['Glenn Ford', 'Van Heflin'],
'genres': ['Drama', 'Thriller', 'Western']},
{'title': 'The Return of Swamp Thing',
'year': 1989,
'rating': 4.5,
'directors': ['Jim Wynorski'],
'actors': ['Dick Durock', 'Louis Jourdan'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'Breaking Away',
'year': 1979,
'rating': 7.7,
'directors': ['Peter Yates'],
'actors': ['Paul Dooley',
'Dennis Christopher',
'Dennis Quaid',
'Daniel Stern',
'Jackie Earle Haley'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Barabbas',
'year': 1961,
'rating': 7.0,
'directors': ['Richard Fleischer'],
'actors': ['Anthony Quinn', 'Arthur Kennedy'],
'genres': ['Adventure', 'Drama']},
{'title': 'Kin',
'year': 2018,
'rating': 5.6,
'directors': ['Josh Baker', 'Jonathan Baker'],
'actors': ['Myles Truitt', 'Jack Reynor', 'Dennis Quaid'],
'genres': ['Action', 'Sci-Fi']},
{'title': 'Children on Their Birthdays',
'year': 2002,
'rating': 6.5,
'directors': ['Mark Medoff'],
'actors': ['Christopher McDonald', 'Tom Arnold', 'Joe Pichler'],
'genres': ['Comedy', 'Drama', 'Family']},
{'title': 'Kiss Me Goodbye',
'year': 1982,
'rating': 6.1,
'directors': ['Robert Mulligan'],
'actors': ['James Caan', 'Jeff Bridges', 'Paul Dooley'],
'genres': ['Comedy', 'Fantasy', 'Romance']},
{'title': 'A Slight Case of Larceny',
'year': 1953,
'rating': 6.3,
'directors': ['Don Weis'],
'actors': ['Mickey Rooney', 'Eddie Bracken'],
'genres': ['Comedy', 'Crime']},
{'title': 'Baby Face Nelson',
'year': 1957,
'rating': 6.6,
'directors': ['Don Siegel'],
'actors': ['Mickey Rooney', 'Cedric Hardwicke', 'Leo Gordon'],
'genres': ['Crime', 'Drama']},
{'title': 'I Can Get It for You Wholesale',
'year': 1951,
'rating': 6.8,
'directors': ['Michael Gordon'],
'actors': ['Dan Dailey', 'George Sanders', 'Sam Jaffe'],
'genres': ['Drama', 'Romance']},
{'title': 'Paradise Canyon',
'year': 1935,
'rating': 5.1,
'directors': ['Carl Pierson'],
'actors': ['John Wayne', 'Reed Howes', 'Earle Hodgins'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': "It Can't Be!",
'year': 1975,
'rating': 7.7,
'directors': ['Leonid Gayday'],
'actors': ['Mikhail Pugovkin', 'Vyacheslav Nevinnyy', 'Mikhail Svetin'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Long Voyage Home',
'year': 1940,
'rating': 7.1,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Thomas Mitchell', 'Ian Hunter', 'Ward Bond'],
'genres': ['Drama', 'War']},
{'title': 'Leaves of the Tree',
'year': 2016,
'rating': 6.3,
'directors': ['Ante Novakovic'],
'actors': ['Eric Roberts', 'Armand Assante', 'Federico Castelluccio'],
'genres': ['Drama', 'Family', 'Mystery']},
{'title': 'Coco',
'year': 2017,
'rating': 8.4,
'directors': ['Lee Unkrich', 'Adrian Molina'],
'actors': ['Anthony Gonzalez', 'Gael García Bernal', 'Benjamin Bratt'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'From the Earth to the Moon',
'year': 1958,
'rating': 5.2,
'directors': ['Byron Haskin'],
'actors': ['Joseph Cotten', 'George Sanders', 'Don Dubbins'],
'genres': ['Adventure', 'Fantasy', 'Sci-Fi']},
{'title': 'Creeper',
'year': 2012,
'rating': 4.8,
'directors': ['Matthew Gunnoe'],
'actors': ['Wilmar Frometta',
'Darryl Baldwin',
'David Vogel',
'Ryan Charles',
'Roy Knect',
'Luis Reyes'],
'genres': ['Horror']},
{'title': 'Looking for an Echo',
'year': 2000,
'rating': 6.9,
'directors': ['Martin Davidson'],
'actors': ['Armand Assante', 'Joe Grifasi', 'Tom Mason'],
'genres': ['Drama']},
{'title': 'Charles Bradley: Soul of America',
'year': 2012,
'rating': 7.6,
'directors': ['Poull Brien'],
'actors': ['Alex Everett', 'Jonny Santos'],
'genres': ['Music']},
{'title': 'Soul Surfer',
'year': 2011,
'rating': 7.1,
'directors': ['Sean McNamara'],
'actors': ['Dennis Quaid'],
'genres': ['Drama', 'Family']},
{'title': 'Hondo',
'year': 1953,
'rating': 7.1,
'directors': ['John Farrow'],
'actors': ['John Wayne', 'Ward Bond', 'Michael Pate'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Convoy',
'year': 1978,
'rating': 6.3,
'directors': ['Sam Peckinpah'],
'actors': ['Kris Kristofferson', 'Ernest Borgnine', 'Burt Young'],
'genres': ['Action', 'Drama']},
{'title': "Everything's Ducky",
'year': 1961,
'rating': 4.7,
'directors': ['Don Taylor'],
'actors': ['Mickey Rooney', 'Buddy Hackett', 'Jackie Cooper'],
'genres': ['Comedy', 'Fantasy']},
{'title': 'Smith!',
'year': 1969,
'rating': 6.4,
'directors': ["Michael O'Herlihy"],
'actors': ['Glenn Ford', 'Dean Jagger', 'Keenan Wynn'],
'genres': ['Drama', 'Family', 'Western']},
{'title': 'True Colors',
'year': 1991,
'rating': 6.3,
'directors': ['Herbert Ross'],
'actors': ['John Cusack', 'James Spader', 'Mandy Patinkin'],
'genres': ['Drama']},
{'title': 'Repossessed',
'year': 1990,
'rating': 4.8,
'directors': ['Bob Logan'],
'actors': ['Leslie Nielsen', 'Ned Beatty', 'Anthony Starke'],
'genres': ['Comedy', 'Fantasy', 'Horror']},
{'title': 'The Boston Strangler',
'year': 1968,
'rating': 7.1,
'directors': ['Richard Fleischer'],
'actors': ['Tony Curtis', 'Henry Fonda', 'George Kennedy', 'Mike Kellin'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Diamond Arm',
'year': 1969,
'rating': 8.5,
'directors': ['Leonid Gayday'],
'actors': ['Yuriy Nikulin', 'Andrey Mironov', 'Anatoliy Papanov'],
'genres': ['Adventure', 'Comedy', 'Crime']},
{'title': 'Best of the Best',
'year': 1989,
'rating': 6.4,
'directors': ['Robert Radler'],
'actors': ['Eric Roberts', 'James Earl Jones', 'Phillip Rhee'],
'genres': ['Action', 'Drama', 'Sport']},
{'title': 'The Mind Reader',
'year': 1933,
'rating': 6.7,
'directors': ['Roy Del Ruth'],
'actors': ['Warren William', 'Allen Jenkins'],
'genres': ['Drama', 'Romance']},
{'title': 'War, Inc.',
'year': 2008,
'rating': 5.7,
'directors': ['Joshua Seftel'],
'actors': ['John Cusack'],
'genres': ['Action', 'Comedy', 'Thriller']},
{'title': 'Hatari!',
'year': 1962,
'rating': 7.2,
'directors': ['Howard Hawks'],
'actors': ['John Wayne', 'Hardy Krüger', 'Red Buttons'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'The Night Walker',
'year': 1964,
'rating': 6.5,
'directors': ['William Castle'],
'actors': ['Robert Taylor', 'Hayden Rorke'],
'genres': ['Horror', 'Mystery', 'Thriller']},
{'title': 'The Contender',
'year': 2000,
'rating': 7.0,
'directors': ['Rod Lurie'],
'actors': ['Gary Oldman', 'Jeff Bridges', 'Christian Slater'],
'genres': ['Drama', 'Thriller']},
{'title': 'Yamato Takeru',
'year': 1994,
'rating': 6.4,
'directors': ['Takao Okawara'],
'actors': ['Masahiro Takashima', 'Hiroshi Fujioka', 'Hiroshi Abe'],
'genres': ['Adventure', 'Fantasy']},
{'title': 'Till the End of Time',
'year': 1946,
'rating': 6.9,
'directors': ['Edward Dmytryk'],
'actors': ['Robert Mitchum', 'Guy Madison', 'Bill Williams'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'The Telegraph Trail',
'year': 1933,
'rating': 6.0,
'directors': ['Tenny Wright'],
'actors': ['John Wayne', 'Duke', 'Frank McHugh'],
'genres': ['Western']},
{'title': 'Pather Panchali',
'year': 1955,
'rating': 8.4,
'directors': ['Satyajit Ray'],
'actors': ['Kanu Bannerjee', 'Subir Banerjee'],
'genres': ['Drama']},
{'title': 'Lolly-Madonna XXX',
'year': 1973,
'rating': 6.5,
'directors': ['Richard C. Sarafian'],
'actors': ['Rod Steiger', 'Robert Ryan', 'Jeff Bridges', 'Scott Wilson'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Reunion at Fairborough',
'year': 1985,
'rating': 7.2,
'directors': ['Herbert Wise'],
'actors': ['Robert Mitchum', 'Red Buttons'],
'genres': ['Drama', 'Romance']},
{'title': 'She Wore a Yellow Ribbon',
'year': 1949,
'rating': 7.4,
'directors': ['John Ford'],
'actors': ['John Wayne', 'John Agar', 'Ben Johnson'],
'genres': ['Western']},
{'title': 'Le Tigre se parfume à la dynamite',
'year': 1965,
'rating': 4.4,
'directors': ['Claude Chabrol'],
'actors': ['Roger Hanin', 'Michel Bouquet'],
'genres': ['Adventure', 'Comedy', 'Crime']},
{'title': 'The Morning After',
'year': 1986,
'rating': 6.0,
'directors': ['Sidney Lumet'],
'actors': ['Jeff Bridges', 'Raul Julia'],
'genres': ['Crime', 'Mystery', 'Romance']},
{'title': 'Pop Star',
'year': 2013,
'rating': 5.0,
'directors': ['Carlos Portugal'],
'actors': ['Ross Thomas', 'Robert Adamson'],
'genres': ['Drama', 'Romance']},
{'title': 'The Last of the Mohicans',
'year': 1936,
'rating': 6.8,
'directors': ['George B. Seitz'],
'actors': ['Randolph Scott', 'Henry Wilcoxon', 'Bruce Cabot'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'The Beginning or the End',
'year': 1947,
'rating': 6.9,
'directors': ['Norman Taurog'],
'actors': ['Brian Donlevy', 'Robert Walker', 'Tom Drake'],
'genres': ['Drama', 'History']},
{'title': 'Radioland Murders',
'year': 1994,
'rating': 6.2,
'directors': ['Mel Smith'],
'actors': ['Brian Benben', 'Ned Beatty', 'George Burns'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Girl Crazy',
'year': 1932,
'rating': 6.3,
'directors': ['William A. Seiter'],
'actors': ['Bert Wheeler', 'Robert Woolsey', 'Eddie Quillan'],
'genres': ['Comedy']},
{'title': 'Zoe',
'year': 2018,
'rating': 6.1,
'directors': ['Drake Doremus'],
'actors': ['Ewan McGregor', 'Theo James'],
'genres': ['Romance', 'Sci-Fi']},
{'title': 'Last Days in the Desert',
'year': 2015,
'rating': 5.6,
'directors': ['Rodrigo García'],
'actors': ['Ewan McGregor', 'Ciarán Hinds', 'Tye Sheridan'],
'genres': ['Adventure', 'Drama']},
{'title': 'Popsy Pop',
'year': 1971,
'rating': 4.6,
'directors': ['Jean Herman'],
'actors': ['Stanley Baker', 'Henri Charrière', 'Georges Aminel'],
'genres': ['Crime', 'Drama']},
{'title': 'New York, New York',
'year': 1977,
'rating': 6.7,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Lionel Stander', 'Barry Primus'],
'genres': ['Drama', 'Music']},
{'title': 'The Trail of the Lonesome Pine',
'year': 1936,
'rating': 6.9,
'directors': ['Henry Hathaway'],
'actors': ['Fred MacMurray', 'Henry Fonda', 'Fred Stone'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': 'The Woman Who Sinned',
'year': 1991,
'rating': 5.0,
'directors': ['Michael Switzer'],
'actors': ['Tim Matheson', 'Michael Dudikoff', 'John Vernon'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Ghost and Mrs. Muir',
'year': 1947,
'rating': 7.9,
'directors': ['Joseph L. Mankiewicz'],
'actors': ['Rex Harrison', 'George Sanders'],
'genres': ['Comedy', 'Drama', 'Fantasy']},
{'title': 'Ambush Bay',
'year': 1966,
'rating': 5.4,
'directors': ['Ron Winston'],
'actors': ["Hugh O'Brian",
'Mickey Rooney',
'James Mitchum',
'Peter Masterson'],
'genres': ['Drama', 'War']},
{'title': 'Operation Pacific',
'year': 1951,
'rating': 6.8,
'directors': ['George Waggner'],
'actors': ['John Wayne', 'Ward Bond', 'Scott Forbes'],
'genres': ['Drama', 'War']},
{'title': 'Balls Out',
'year': 2014,
'rating': 4.4,
'directors': ['Andrew Disney'],
'actors': ['Jake Lacy', 'Beck Bennett'],
'genres': ['Comedy', 'Sport']},
{'title': 'Flying Leathernecks',
'year': 1951,
'rating': 6.5,
'directors': ['Nicholas Ray'],
'actors': ['John Wayne', 'Robert Ryan', 'Don Taylor'],
'genres': ['Action', 'Drama', 'War']},
{'title': 'Cape Fear',
'year': 1991,
'rating': 7.3,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Nick Nolte'],
'genres': ['Crime', 'Thriller']},
{'title': '11:59',
'year': 2005,
'rating': 5.9,
'directors': ['Jamin Winans'],
'actors': ['Raymond Andrew Bailey'],
'genres': ['Mystery', 'Sci-Fi', 'Thriller']},
{'title': 'Darc',
'year': 2018,
'rating': 5.8,
'directors': ['Julius R. Nasso'],
'actors': ['Tony Schiena', 'Armand Assante', 'Kippei Shîna', 'Shô Ikushima'],
'genres': ['Action', 'Thriller']},
{'title': 'The Guns of Navarone',
'year': 1961,
'rating': 7.6,
'directors': ['J. Lee Thompson'],
'actors': ['David Niven', 'Gregory Peck', 'Anthony Quinn', 'Anthony Quayle'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': "Va' dove ti porta il cuore",
'year': 1996,
'rating': 5.1,
'directors': ['Cristina Comencini'],
'actors': ['Massimo Ghini'],
'genres': ['Drama', 'Romance']},
{'title': 'Switching Channels',
'year': 1988,
'rating': 5.9,
'directors': ['Ted Kotcheff'],
'actors': ['Burt Reynolds', 'Christopher Reeve', 'Ned Beatty'],
'genres': ['Comedy', 'Crime']},
{'title': 'No Reservations',
'year': 2007,
'rating': 6.3,
'directors': ['Scott Hicks'],
'actors': ['Aaron Eckhart'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'New Frontier',
'year': 1939,
'rating': 5.8,
'directors': ['George Sherman'],
'actors': ['John Wayne', 'Ray Corrigan', 'Raymond Hatton'],
'genres': ['Western']},
{'title': 'The Long Wait',
'year': 1954,
'rating': 7.1,
'directors': ['Victor Saville'],
'actors': ['Anthony Quinn', 'Charles Coburn', 'Gene Evans'],
'genres': ['Crime', 'Drama']},
{'title': 'Spy Kids 2: Island of Lost Dreams',
'year': 2002,
'rating': 5.1,
'directors': ['Robert Rodriguez'],
'actors': ['Daryl Sabara', 'Antonio Banderas'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'The Treasure of the Silver Lake',
'year': 1962,
'rating': 6.9,
'directors': ['Harald Reinl'],
'actors': ['Pierre Brice', 'Lex Barker', 'Herbert Lom', 'Götz George'],
'genres': ['Adventure', 'Western']},
{'title': 'Something to Talk About',
'year': 1995,
'rating': 5.7,
'directors': ['Lasse Hallström'],
'actors': ['Dennis Quaid', 'Robert Duvall'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Men Who Stare at Goats',
'year': 2009,
'rating': 6.2,
'directors': ['Grant Heslov'],
'actors': ['Ewan McGregor',
'George Clooney',
'Kevin Spacey',
'Jeff Bridges'],
'genres': ['Comedy', 'War']},
{'title': 'Blood Alley',
'year': 1955,
'rating': 6.4,
'directors': ['John Wayne', 'William A. Wellman'],
'actors': ['John Wayne', 'Paul Fix'],
'genres': ['Action', 'Adventure']},
{'title': 'Wyoming Outlaw',
'year': 1939,
'rating': 6.1,
'directors': ['George Sherman'],
'actors': ['John Wayne',
'Ray Corrigan',
'Raymond Hatton',
"Don 'Red' Barry"],
'genres': ['Western']},
{'title': 'Plunder of the Sun',
'year': 1953,
'rating': 6.5,
'directors': ['John Farrow'],
'actors': ['Glenn Ford', 'Francis L. Sullivan'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Sinbad, the Sailor',
'year': 1947,
'rating': 6.3,
'directors': ['Richard Wallace'],
'actors': ['Douglas Fairbanks Jr.', 'Walter Slezak', 'Anthony Quinn'],
'genres': ['Adventure', 'Fantasy', 'Romance']},
{'title': 'The Godfather: Part II',
'year': 1974,
'rating': 9.0,
'directors': ['Francis Ford Coppola'],
'actors': ['Al Pacino', 'Robert De Niro', 'Robert Duvall'],
'genres': ['Crime', 'Drama']},
{'title': 'Runaway',
'year': 1984,
'rating': 5.9,
'directors': ['Michael Crichton'],
'actors': ['Tom Selleck', 'Gene Simmons'],
'genres': ['Action', 'Crime', 'Sci-Fi']},
{'title': 'The Locket',
'year': 1946,
'rating': 7.2,
'directors': ['John Brahm'],
'actors': ['Robert Mitchum', 'Brian Aherne', 'Gene Raymond'],
'genres': ['Drama']},
{'title': 'TRON',
'year': 1982,
'rating': 6.8,
'directors': ['Steven Lisberger'],
'actors': ['Jeff Bridges', 'Bruce Boxleitner', 'David Warner'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'Manderlay',
'year': 2005,
'rating': 7.4,
'directors': ['Lars von Trier'],
'actors': ['Isaach De Bankolé', 'Danny Glover', 'Willem Dafoe'],
'genres': ['Drama']},
{'title': 'Behold a Pale Horse',
'year': 1964,
'rating': 7.1,
'directors': ['Fred Zinnemann'],
'actors': ['Gregory Peck',
'Anthony Quinn',
'Omar Sharif',
'Raymond Pellegrin'],
'genres': ['Drama', 'War']},
{'title': 'The Racket',
'year': 1951,
'rating': 6.8,
'directors': ['Mel Ferrer',
'John Cromwell',
'Nicholas Ray',
'Sherman Todd',
'Tay Garnett'],
'actors': ['Robert Mitchum', 'Robert Ryan', 'William Talman'],
'genres': ['Crime', 'Drama']},
{'title': 'Cowboy',
'year': 1958,
'rating': 6.8,
'directors': ['Delmer Daves'],
'actors': ['Glenn Ford', 'Jack Lemmon', 'Brian Donlevy'],
'genres': ['Western']},
{'title': 'The List of Adrian Messenger',
'year': 1963,
'rating': 7.0,
'directors': ['John Huston'],
'actors': ['Kirk Douglas',
'Robert Mitchum',
'Tony Curtis',
'Burt Lancaster'],
'genres': ['Mystery']},
{'title': 'The Colossus of Rhodes',
'year': 1961,
'rating': 5.9,
'directors': ['Sergio Leone'],
'actors': ['Rory Calhoun', 'Georges Marchal', 'Conrado San Martín'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'The Comancheros',
'year': 1961,
'rating': 6.9,
'directors': ['John Wayne', 'Michael Curtiz'],
'actors': ['John Wayne', 'Stuart Whitman', 'Nehemiah Persoff'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'The Fabulous Baker Boys',
'year': 1989,
'rating': 6.8,
'directors': ['Steve Kloves'],
'actors': ['Jeff Bridges', 'Beau Bridges'],
'genres': ['Drama', 'Music', 'Romance']},
{'title': 'The Big City',
'year': 1963,
'rating': 8.3,
'directors': ['Satyajit Ray'],
'actors': ['Anil Chatterjee', 'Haren Chatterjee'],
'genres': ['Drama']},
{'title': "Don't Go Near the Water",
'year': 1957,
'rating': 6.3,
'directors': ['Charles Walters'],
'actors': ['Glenn Ford', 'Earl Holliman'],
'genres': ['Adventure', 'Comedy', 'Romance']},
{'title': 'What Would Jesus Do?',
'year': 2010,
'rating': 5.4,
'directors': ['Thomas Makowski'],
'actors': ['John Schneider', 'Adam Gregory', 'Mark Arnold'],
'genres': ['Drama']},
{'title': 'Somebody to Love',
'year': 1994,
'rating': 5.2,
'directors': ['Alexandre Rockwell'],
'actors': ['Harvey Keitel', 'Anthony Quinn', 'Michael DeLorenzo'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Wild Party',
'year': 1956,
'rating': 6.9,
'directors': ['Harry Horner'],
'actors': ['Anthony Quinn', 'Arthur Franz', 'Jay Robinson'],
'genres': ['Crime', 'Drama']},
{'title': 'The Grifters',
'year': 1990,
'rating': 7.0,
'directors': ['Stephen Frears'],
'actors': ['John Cusack', 'Jan Munroe'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Presenting Lily Mars',
'year': 1943,
'rating': 6.8,
'directors': ['Norman Taurog'],
'actors': ['Van Heflin', 'Richard Carlson'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Last of the Secret Agents?',
'year': 1966,
'rating': 4.5,
'directors': ['Norman Abbott'],
'actors': ['Marty Allen', 'Steve Rossi', 'John Williams'],
'genres': ['Comedy']},
{'title': 'The Changeling',
'year': 1980,
'rating': 7.3,
'directors': ['Peter Medak'],
'actors': ['George C. Scott', 'Melvyn Douglas'],
'genres': ['Horror']},
{'title': 'Star Wars: Episode III - Revenge of the Sith',
'year': 2005,
'rating': 7.6,
'directors': ['George Lucas'],
'actors': ['Hayden Christensen', 'Ewan McGregor', 'Samuel L. Jackson'],
'genres': ['Action', 'Adventure', 'Fantasy']},
{'title': 'Star Wars: Episode II - Attack of the Clones',
'year': 2002,
'rating': 6.6,
'directors': ['George Lucas'],
'actors': ['Hayden Christensen', 'Ewan McGregor', 'Christopher Lee'],
'genres': ['Action', 'Adventure', 'Fantasy']},
{'title': 'Charulata',
'year': 1964,
'rating': 8.2,
'directors': ['Satyajit Ray'],
'actors': ['Soumitra Chatterjee', 'Shailen Mukherjee', 'Shyamal Ghoshal'],
'genres': ['Drama', 'Romance']},
{'title': 'Stars',
'year': 1959,
'rating': 7.5,
'directors': ['Konrad Wolf'],
'actors': ['Jürgen Frohriep', 'Erik S. Klein', 'Stefan Pejchev'],
'genres': ['Drama', 'War']},
{'title': 'Waco',
'year': 1966,
'rating': 5.6,
'directors': ['R.G. Springsteen'],
'actors': ['Howard Keel', 'Brian Donlevy', 'Wendell Corey'],
'genres': ['Western']},
{'title': '3 Strikes',
'year': 2000,
'rating': 4.5,
'directors': ['DJ Pooh'],
'actors': ['Brian Hooks', 'Faizon Love', 'E-40'],
'genres': ['Comedy']},
{'title': 'The Last Days of Frankie the Fly',
'year': 1996,
'rating': 5.4,
'directors': ['Peter Markle'],
'actors': ['Dennis Hopper', 'Michael Madsen', 'Kiefer Sutherland'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Virginian',
'year': 1946,
'rating': 6.5,
'directors': ['Stuart Gilmore'],
'actors': ['Joel McCrea', 'Brian Donlevy', 'Sonny Tufts'],
'genres': ['Romance', 'Western']},
{'title': 'The Air I Breathe',
'year': 2007,
'rating': 6.9,
'directors': ['Jieho Lee'],
'actors': ['Brendan Fraser', 'Andy Garcia', 'Kevin Bacon'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Naughty Girl',
'year': 1956,
'rating': 5.9,
'directors': ['Michel Boisrond'],
'actors': ['Jean Bretonnière', 'Mischa Auer'],
'genres': ['Comedy', 'Romance']},
{'title': 'Chimes at Midnight',
'year': 1965,
'rating': 7.9,
'directors': ['Orson Welles'],
'actors': ['Orson Welles', 'John Gielgud'],
'genres': ['Comedy', 'Drama', 'History']},
{'title': 'Battle of the Bulge',
'year': 1965,
'rating': 6.8,
'directors': ['Ken Annakin'],
'actors': ['Henry Fonda', 'Robert Shaw', 'Robert Ryan', 'Dana Andrews'],
'genres': ['Drama', 'History', 'War']},
{'title': 'The Night the Lights Went Out in Georgia',
'year': 1981,
'rating': 6.1,
'directors': ['Ron Maxwell'],
'actors': ['Dennis Quaid', 'Mark Hamill'],
'genres': ['Drama', 'Music']},
{'title': 'Our Winning Season',
'year': 1978,
'rating': 5.4,
'directors': ['Joseph Ruben'],
'actors': ['Scott Jacoby', 'Dennis Quaid', 'Robert Wahler'],
'genres': ['Drama']},
{'title': 'Hot Tub Time Machine',
'year': 2010,
'rating': 6.4,
'directors': ['Steve Pink'],
'actors': ['John Cusack', 'Rob Corddry', 'Craig Robinson', 'Clark Duke'],
'genres': ['Comedy', 'Sci-Fi']},
{'title': 'The Jack Bull',
'year': 1999,
'rating': 6.9,
'directors': ['John Badham'],
'actors': ['John Cusack', 'John Goodman', 'L.Q. Jones'],
'genres': ['Drama', 'Western']},
{'title': 'Go West, Young Lady',
'year': 1941,
'rating': 6.5,
'directors': ['Frank R. Strayer'],
'actors': ['Glenn Ford', 'Charles Ruggles'],
'genres': ['Comedy', 'Music', 'Western']},
{'title': 'A Family Affair',
'year': 1937,
'rating': 6.9,
'directors': ['George B. Seitz'],
'actors': ['Lionel Barrymore', 'Eric Linden', 'Mickey Rooney'],
'genres': ['Comedy']},
{'title': 'Flicka',
'year': 2006,
'rating': 6.2,
'directors': ['Michael Mayer'],
'actors': ['Tim McGraw', 'Ryan Kwanten'],
'genres': ['Adventure', 'Drama', 'Family']},
{'title': 'The Shootist',
'year': 1976,
'rating': 7.7,
'directors': ['Don Siegel'],
'actors': ['John Wayne', 'Ron Howard', 'James Stewart'],
'genres': ['Drama', 'Romance', 'Western']},
{'title': 'Girl Crazy',
'year': 1943,
'rating': 7.0,
'directors': ['Busby Berkeley', 'Norman Taurog'],
'actors': ['Mickey Rooney', 'Gil Stratton', 'Robert E. Strickland'],
'genres': ['Comedy', 'Romance']},
{'title': 'Sophia Loren: Her Own Story',
'year': 1980,
'rating': 6.7,
'directors': ['Mel Stuart'],
'actors': ['Armand Assante', 'John Gavin', 'Rip Torn'],
'genres': ['Drama']},
{'title': 'My Little Pony: The Movie',
'year': 1986,
'rating': 6.0,
'directors': ['Mike Joens'],
'actors': ['Danny DeVito'],
'genres': ['Animation', 'Family', 'Fantasy']},
{'title': 'Singularity',
'year': 2017,
'rating': 4.0,
'directors': ['Robert Kouba'],
'actors': ['Julian Schaffner', 'John Cusack', 'Carmen Argenziano'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Body and Soul',
'year': 2000,
'rating': 4.0,
'directors': ['Sam Henry Kass'],
'actors': ["Ray 'Boom Boom' Mancini", 'Michael Chiklis', 'Rod Steiger'],
'genres': ['Drama', 'Sport']},
{'title': "Dead Man's Revenge",
'year': 1994,
'rating': 5.2,
'directors': ['Alan J. Levi'],
'actors': ['Bruce Dern',
'Michael Ironside',
'Vondie Curtis-Hall',
'Keith Coulouris'],
'genres': ['Western']},
{'title': 'Seven Cities of Gold',
'year': 1955,
'rating': 6.2,
'directors': ['Robert D. Webb'],
'actors': ['Richard Egan',
'Anthony Quinn',
'Michael Rennie',
'Jeffrey Hunter'],
'genres': ['Adventure', 'History']},
{'title': 'Macao',
'year': 1952,
'rating': 6.7,
'directors': ['Josef von Sternberg', 'Nicholas Ray'],
'actors': ['Robert Mitchum', 'William Bendix', 'Thomas Gomez'],
'genres': ['Adventure', 'Crime', 'Drama']},
{'title': 'The Lusty Men',
'year': 1952,
'rating': 7.5,
'directors': ['Robert Parrish', 'Nicholas Ray'],
'actors': ['Robert Mitchum', 'Arthur Kennedy', 'Arthur Hunnicutt'],
'genres': ['Action', 'Drama', 'Sport']},
{'title': 'Angel Face',
'year': 1953,
'rating': 7.3,
'directors': ['Otto Preminger'],
'actors': ['Robert Mitchum', 'Herbert Marshall'],
'genres': ['Crime', 'Drama']},
{'title': 'Son of Fury: The Story of Benjamin Blake',
'year': 1942,
'rating': 7.2,
'directors': ['John Cromwell'],
'actors': ['Tyrone Power', 'George Sanders'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': 'Digital Reaper',
'year': 2005,
'rating': 4.8,
'directors': ['John Irvin'],
'actors': ['Armand Assante',
'Sonny Marinelli',
'Raffaello Degruttola',
'Stanley Townsend'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Come See the Paradise',
'year': 1990,
'rating': 6.7,
'directors': ['Alan Parker'],
'actors': ['Dennis Quaid', 'Sab Shimono'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Peace, Love & Misunderstanding',
'year': 2011,
'rating': 5.9,
'directors': ['Bruce Beresford'],
'actors': ['Nat Wolff'],
'genres': ['Comedy', 'Drama', 'Music']},
{'title': 'Pit Stop',
'year': 1969,
'rating': 6.8,
'directors': ['Jack Hill'],
'actors': ['Brian Donlevy', 'Richard Davalos', 'Sid Haig'],
'genres': ['Action', 'Drama', 'Sport']},
{'title': 'Born to the West',
'year': 1937,
'rating': 5.7,
'directors': ['Charles Barton'],
'actors': ['John Wayne', 'Johnny Mack Brown', 'John Patterson'],
'genres': ['Romance', 'Western']},
{'title': "California Dreamin'",
'year': 2007,
'rating': 7.9,
'directors': ['Cristian Nemescu'],
'actors': ['Armand Assante', 'Jamie Elman', 'Razvan Vasilescu'],
'genres': ['Comedy', 'Drama', 'War']},
{'title': 'Killing Season',
'year': 2013,
'rating': 5.4,
'directors': ['Mark Steven Johnson'],
'actors': ['Robert De Niro', 'John Travolta', 'Milo Ventimiglia'],
'genres': ['Action', 'Drama', 'Thriller']},
{'title': 'Comanche Station',
'year': 1960,
'rating': 7.1,
'directors': ['Budd Boetticher'],
'actors': ['Rand Brooks',
'Randolph Scott',
'Claude Akins',
'Skip Homeier',
'Richard Rust'],
'genres': ['Drama', 'Western']},
{'title': 'Far from Heaven',
'year': 2002,
'rating': 7.4,
'directors': ['Todd Haynes'],
'actors': ['Dennis Quaid', 'Dennis Haysbert'],
'genres': ['Drama']},
{'title': 'Wildflowers',
'year': 1999,
'rating': 5.6,
'directors': ['Melissa Painter'],
'actors': ['Tomas Arana', 'Eric Roberts'],
'genres': ['Drama']},
{'title': 'The Magnificent Dope',
'year': 1942,
'rating': 6.9,
'directors': ['Walter Lang'],
'actors': ['Henry Fonda', 'Don Ameche', 'Edward Everett Horton'],
'genres': ['Comedy']},
{'title': "Heaven's Door",
'year': 2013,
'rating': 5.8,
'directors': ['Craig Clyde'],
'actors': ['Kaden Billin', 'Mark Brocksmith', 'Dean Cain'],
'genres': ['Family']},
{'title': 'The Cariboo Trail',
'year': 1950,
'rating': 6.0,
'directors': ['Edwin L. Marin'],
'actors': ['Randolph Scott', "George 'Gabby' Hayes", 'Bill Williams'],
'genres': ['Western']},
{'title': 'Mr. Soft Touch',
'year': 1949,
'rating': 6.6,
'directors': ['Henry Levin', 'Gordon Douglas'],
'actors': ['Glenn Ford', 'John Ireland'],
'genres': ['Crime', 'Drama']},
{'title': 'My Neighbor Totoro',
'year': 1988,
'rating': 8.2,
'directors': ['Hayao Miyazaki'],
'actors': ['Hitoshi Takagi', 'Shigesato Itoi'],
'genres': ['Animation', 'Family', 'Fantasy']},
{'title': 'The Good Guys and the Bad Guys',
'year': 1969,
'rating': 6.2,
'directors': ['Burt Kennedy'],
'actors': ['Robert Mitchum',
'George Kennedy',
'Martin Balsam',
'David Carradine'],
'genres': ['Comedy', 'Western']},
{'title': 'A Boy Called Hate',
'year': 1995,
'rating': 5.1,
'directors': ['Mitch Marcus'],
'actors': ['Scott Caan',
'Lee Nashold',
'Kevin Michael Richardson',
'James Caan'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Babyfever',
'year': 1994,
'rating': 5.4,
'directors': ['Victoria Foyt', 'Henry Jaglom'],
'actors': ['Matt Salinger', 'Eric Roberts'],
'genres': ['Comedy', 'Drama']},
{'title': 'Stressed to Kill',
'year': 2016,
'rating': 5.8,
'directors': ['Mark Savage'],
'actors': ['Armand Assante', 'Bill Oberst Jr.', 'Lance Tafelski'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Sky High',
'year': 2005,
'rating': 6.2,
'directors': ['Mike Mitchell'],
'actors': ['Kurt Russell', 'Michael Angarano'],
'genres': ['Adventure', 'Comedy', 'Family']},
{'title': 'Superman II',
'year': 1980,
'rating': 6.8,
'directors': ['Richard Donner', 'Richard Lester'],
'actors': ['Gene Hackman', 'Christopher Reeve', 'Ned Beatty'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'The Destructors',
'year': 1974,
'rating': 6.2,
'directors': ['Robert Parrish'],
'actors': ['Michael Caine', 'Anthony Quinn', 'James Mason', 'Maurice Ronet'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Run All Night',
'year': 2015,
'rating': 6.6,
'directors': ['Jaume Collet-Serra'],
'actors': ['Liam Neeson', 'Ed Harris', 'Joel Kinnaman', "Vincent D'Onofrio"],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Sundown',
'year': 1941,
'rating': 5.8,
'directors': ['Henry Hathaway'],
'actors': ['Bruce Cabot', 'George Sanders', 'Harry Carey'],
'genres': ['Drama', 'War']},
{'title': 'Chapter Two',
'year': 1979,
'rating': 5.9,
'directors': ['Robert Moore'],
'actors': ['James Caan', 'Joseph Bologna'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': '12 Angry Men',
'year': 1957,
'rating': 8.9,
'directors': ['Sidney Lumet'],
'actors': ['Henry Fonda', 'Lee J. Cobb', 'Martin Balsam', 'John Fiedler'],
'genres': ['Crime', 'Drama']},
{'title': 'The Barbarian and the Geisha',
'year': 1958,
'rating': 5.6,
'directors': ['John Huston'],
'actors': ['John Wayne', 'Sam Jaffe', 'Sô Yamamura'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'American Heart',
'year': 1992,
'rating': 6.8,
'directors': ['Martin Bell'],
'actors': ['Jeff Bridges', 'Edward Furlong', 'John Boylan', 'Greg Sevigny'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Little Ayse and the Magic Dwarfs in the Land of Dreams',
'year': 1971,
'rating': 4.8,
'directors': ['Tunç Basaran'],
'actors': ['Süleyman Turan', 'Metin Serezli'],
'genres': ['Adventure', 'Family', 'Fantasy']},
{'title': '80 Steps to Jonah',
'year': 1969,
'rating': 5.9,
'directors': ['Gerd Oswald'],
'actors': ['Wayne Newton', 'Mickey Rooney', 'Keenan Wynn'],
'genres': ['Drama']},
{'title': 'Black Hawk Down',
'year': 2001,
'rating': 7.7,
'directors': ['Ridley Scott'],
'actors': ['Josh Hartnett', 'Ewan McGregor', 'Tom Sizemore', 'Eric Bana'],
'genres': ['Drama', 'History', 'War']},
{'title': 'Flight Lieutenant',
'year': 1942,
'rating': 6.0,
'directors': ['Sidney Salkow'],
'actors': ["Pat O'Brien", 'Glenn Ford', 'Jonathan Hale'],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'Night at the Golden Eagle',
'year': 2001,
'rating': 5.9,
'directors': ['Adam Rifkin'],
'actors': ['Vinny Argiro', 'James Caan', 'Donnie Montemarano'],
'genres': ['Drama']},
{'title': '1900',
'year': 1976,
'rating': 7.7,
'directors': ['Bernardo Bertolucci'],
'actors': ['Robert De Niro', 'Gérard Depardieu'],
'genres': ['Drama', 'History']},
{'title': 'Stalked by My Doctor: The Return',
'year': 2016,
'rating': 5.9,
'directors': ['Doug Campbell'],
'actors': ['Eric Roberts', 'Mark Grossman'],
'genres': ['Thriller']},
{'title': 'Where Danger Lives',
'year': 1950,
'rating': 6.8,
'directors': ['John Farrow'],
'actors': ['Robert Mitchum', 'Claude Rains'],
'genres': ['Crime', 'Thriller']},
{'title': 'Elvis',
'year': 1979,
'rating': 7.1,
'directors': ['John Carpenter'],
'actors': ['Kurt Russell', 'Bing Russell', 'Robert Gray'],
'genres': ['Drama', 'Music']},
{'title': 'Return of the Bad Men',
'year': 1948,
'rating': 6.3,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', 'Robert Ryan', "George 'Gabby' Hayes"],
'genres': ['Western']},
{'title': 'The Return of October',
'year': 1948,
'rating': 6.5,
'directors': ['Joseph H. Lewis'],
'actors': ['Glenn Ford', 'Albert Sharpe', 'James Gleason'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Seventh Sin',
'year': 1957,
'rating': 6.4,
'directors': ['Ronald Neame', 'Vincente Minnelli'],
'actors': ['Bill Travers', 'George Sanders', 'Jean-Pierre Aumont'],
'genres': ['Drama']},
{'title': 'Summer Storm',
'year': 1944,
'rating': 6.8,
'directors': ['Douglas Sirk'],
'actors': ['George Sanders', 'Edward Everett Horton'],
'genres': ['Crime', 'Drama']},
{'title': 'High, Wide and Handsome',
'year': 1937,
'rating': 6.8,
'directors': ['Rouben Mamoulian'],
'actors': ['Randolph Scott'],
'genres': ['Western']},
{'title': 'The Spoilers',
'year': 1942,
'rating': 6.8,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', 'John Wayne'],
'genres': ['Drama', 'Western']},
{'title': 'Winds of the Wasteland',
'year': 1936,
'rating': 6.1,
'directors': ['Mack V. Wright'],
'actors': ['John Wayne', 'Lew Kelly', 'Douglas Cosgrove'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'Follow the Fleet',
'year': 1936,
'rating': 7.2,
'directors': ['Mark Sandrich'],
'actors': ['Fred Astaire', 'Randolph Scott'],
'genres': ['Comedy', 'Romance']},
{'title': 'Odyssey of the Pacific',
'year': 1982,
'rating': 5.6,
'directors': ['Fernando Arrabal'],
'actors': ['Mickey Rooney', 'Jonathan Starr', 'Ky Huot Uk'],
'genres': ['Adventure']},
{'title': "In Harm's Way",
'year': 1965,
'rating': 7.3,
'directors': ['Otto Preminger'],
'actors': ['John Wayne', 'Kirk Douglas', 'Tom Tryon'],
'genres': ['Drama', 'War']},
{'title': 'Stroker Ace',
'year': 1983,
'rating': 4.8,
'directors': ['Hal Needham'],
'actors': ['Burt Reynolds', 'Ned Beatty', 'Jim Nabors', 'Parker Stevenson'],
'genres': ['Action', 'Comedy', 'Romance']},
{'title': 'Garden of the Dead',
'year': 1972,
'rating': 4.0,
'directors': ['John Hayes'],
'actors': ['Marland Proctor',
'Philip Kenneally',
'Duncan McLeod',
'John Dullaghan',
'John Dennis'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'Sorry, Wrong Number',
'year': 1989,
'rating': 4.5,
'directors': ['Tony Wharmby'],
'actors': ['Carl Weintraub', 'Patrick Macnee'],
'genres': ['Drama', 'Thriller']},
{'title': 'Dunkirk',
'year': 2017,
'rating': 7.9,
'directors': ['Christopher Nolan'],
'actors': ['Fionn Whitehead', 'Barry Keoghan', 'Mark Rylance', 'Tom Hardy'],
'genres': ['Action', 'Drama', 'History']},
{'title': 'The Fan',
'year': 1949,
'rating': 6.7,
'directors': ['Otto Preminger'],
'actors': ['George Sanders', 'Richard Greene'],
'genres': ['Comedy', 'Romance']},
{'title': 'Wyatt Earp',
'year': 1994,
'rating': 6.7,
'directors': ['Lawrence Kasdan'],
'actors': ['Kevin Costner', 'Dennis Quaid', 'Gene Hackman', 'David Andrews'],
'genres': ['Adventure', 'Crime']},
{'title': 'Doctor Who',
'year': 1996,
'rating': 6.4,
'directors': ['Geoffrey Sax'],
'actors': ['Paul McGann', 'Eric Roberts', 'Sylvester McCoy'],
'genres': ['Adventure', 'Drama', 'Sci-Fi']},
{'title': 'Huo yun chuan qi',
'year': 1994,
'rating': 6.2,
'directors': ['Woo-Ping Yuen'],
'actors': ['Gang Wu', 'Siu Chung Mok', 'Joe Chu', 'Lap-Man Sinn'],
'genres': ['Action']},
{'title': 'Dragon Ball: The Path to Power',
'year': 1996,
'rating': 7.5,
'directors': ['Shigeyasu Yamauchi'],
'actors': ['Naoki Tatsuta'],
'genres': ['Action', 'Adventure', 'Animation']},
{'title': 'Race Against Time',
'year': 2000,
'rating': 5.3,
'directors': ['Geoff Murphy'],
'actors': ['Eric Roberts', 'Cary Elwes', 'Chris Sarandon'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'The Quatermass Xperiment',
'year': 1955,
'rating': 6.7,
'directors': ['Val Guest'],
'actors': ['Brian Donlevy', 'Jack Warner'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'Found',
'year': 1975,
'rating': 7.6,
'directors': ['Hrishikesh Mukherjee'],
'actors': ['Amitabh Bachchan', 'Ashok Kumar'],
'genres': ['Drama', 'Family']},
{'title': 'In Good Company',
'year': 2004,
'rating': 6.5,
'directors': ['Paul Weitz'],
'actors': ['Dennis Quaid', 'Topher Grace'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Someone Special',
'year': 2004,
'rating': 7.1,
'directors': ['Jin Jang'],
'actors': ['Jae-yeong Jeong', 'Jin Jang'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Brothers',
'year': 2001,
'rating': 6.4,
'directors': ['Gary Hardwick'],
'actors': ['Morris Chestnut',
'Shemar Moore',
'D.L. Hughley',
'Bill Bellamy'],
'genres': ['Comedy', 'Drama']},
{'title': 'Shadows in Paradise',
'year': 2010,
'rating': 4.2,
'directors': ['J. Stephen Maunder'],
'actors': ['Mark Dacascos',
'Armand Assante',
'Tom Sizemore',
'Bruce Boxleitner'],
'genres': ['Action']},
{'title': 'Rio Lobo',
'year': 1970,
'rating': 6.8,
'directors': ['Howard Hawks'],
'actors': ['John Wayne', 'Jorge Rivero', 'Jack Elam'],
'genres': ['Adventure', 'Romance', 'War']},
{'title': 'Wild Bill',
'year': 1995,
'rating': 5.9,
'directors': ['Walter Hill'],
'actors': ['Jeff Bridges', 'John Hurt'],
'genres': ['Action', 'Western']},
{'title': 'Visitors of the Night',
'year': 1995,
'rating': 5.1,
'directors': ['Jorge Montesi'],
'actors': ['Stephen McHattie', 'Dale Midkiff'],
'genres': ['Sci-Fi', 'Thriller']},
{'title': 'Rancho Deluxe',
'year': 1975,
'rating': 6.4,
'directors': ['Frank Perry'],
'actors': ['Jeff Bridges', 'Sam Waterston', 'Clifton James'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'Bombardier',
'year': 1943,
'rating': 6.1,
'directors': ['Richard Wallace', 'Lambert Hillyer'],
'actors': ["Pat O'Brien", 'Randolph Scott', 'Eddie Albert'],
'genres': ['Drama', 'War']},
{'title': 'Youth of the Son',
'year': 1952,
'rating': 6.2,
'directors': ['Masaki Kobayashi'],
'actors': ['Akira Ishihama', 'Chishû Ryû'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Big Steal',
'year': 1949,
'rating': 7.0,
'directors': ['Don Siegel'],
'actors': ['Robert Mitchum', 'William Bendix', 'Patric Knowles'],
'genres': ['Crime', 'Romance']},
{'title': 'The Red Pony',
'year': 1949,
'rating': 6.4,
'directors': ['Lewis Milestone'],
'actors': ['Robert Mitchum', 'Louis Calhern', 'Shepperd Strudwick'],
'genres': ['Drama', 'Family', 'Western']},
{'title': 'The Violent Men',
'year': 1954,
'rating': 7.0,
'directors': ['Rudolph Maté'],
'actors': ['Glenn Ford', 'Edward G. Robinson'],
'genres': ['Western']},
{'title': 'The Mad Miss Manton',
'year': 1938,
'rating': 6.9,
'directors': ['Leigh Jason'],
'actors': ['Henry Fonda', 'Sam Levene'],
'genres': ['Comedy', 'Crime', 'Mystery']},
{'title': 'Andy Hardy Gets Spring Fever',
'year': 1939,
'rating': 6.6,
'directors': ['W.S. Van Dyke'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy', 'Romance']},
{'title': 'Destruction Los Angeles',
'year': 2017,
'rating': 6.7,
'directors': ['Tibor Takács'],
'actors': ['Craig Sheffer', 'Romeo Miller'],
'genres': ['Action', 'Adventure']},
{'title': 'Babe: Pig in the City',
'year': 1998,
'rating': 5.8,
'directors': ['George Miller'],
'actors': ['Mickey Rooney', 'James Cromwell'],
'genres': ['Adventure', 'Comedy', 'Drama']},
{'title': 'Beyond the Ring',
'year': 2008,
'rating': 4.0,
'directors': ['Gerson Sanginitto'],
'actors': ['André Lima', 'Martin Kove', 'Gary Busey', 'Brye Cooper'],
'genres': ['Action', 'Drama', 'Family']},
{'title': 'Every Afternoon',
'year': 1972,
'rating': 4.5,
'directors': ['Joseph W. Sarno'],
'actors': ['Peder Kinberg'],
'genres': ['Drama']},
{'title': 'I Wanted Wings',
'year': 1941,
'rating': 6.3,
'directors': ['Mitchell Leisen'],
'actors': ['Ray Milland', 'William Holden', 'Wayne Morris', 'Brian Donlevy'],
'genres': ['Drama']},
{'title': 'Pittsburgh',
'year': 1942,
'rating': 6.7,
'directors': ['Lewis Seiler'],
'actors': ['John Wayne', 'Randolph Scott', 'Frank Craven'],
'genres': ['Drama']},
{'title': 'Fear and Desire',
'year': 1953,
'rating': 5.6,
'directors': ['Stanley Kubrick'],
'actors': ['Frank Silvera', 'Kenneth Harp', 'Paul Mazursky', 'Stephen Coit'],
'genres': ['Drama', 'Thriller', 'War']},
{'title': 'Impact',
'year': 1949,
'rating': 7.1,
'directors': ['Arthur Lubin'],
'actors': ['Brian Donlevy', 'Charles Coburn'],
'genres': ['Crime', 'Drama']},
{'title': 'The Farmer Takes a Wife',
'year': 1935,
'rating': 6.4,
'directors': ['Victor Fleming'],
'actors': ['Henry Fonda', 'Charles Bickford', 'Slim Summerville'],
'genres': ['Comedy', 'Romance']},
{'title': 'Showtime',
'year': 2002,
'rating': 5.5,
'directors': ['Tom Dey'],
'actors': ['Robert De Niro', 'Eddie Murphy'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Eight Men Out',
'year': 1988,
'rating': 7.3,
'directors': ['John Sayles'],
'actors': ['John Cusack',
'Clifton James',
'Michael Lerner',
'Christopher Lloyd'],
'genres': ['Drama', 'History', 'Sport']},
{'title': 'Requiem for a Heavyweight',
'year': 1962,
'rating': 7.9,
'directors': ['Ralph Nelson'],
'actors': ['Anthony Quinn', 'Jackie Gleason', 'Mickey Rooney'],
'genres': ['Drama', 'Sport']},
{'title': 'Almost Christmas',
'year': 2016,
'rating': 6.1,
'directors': ['David E. Talbert'],
'actors': ['Omar Epps', 'Danny Glover'],
'genres': ['Comedy', 'Drama']},
{'title': 'Losing Control',
'year': 2011,
'rating': 4.4,
'directors': ['Valerie Weiss'],
'actors': ['Reid Scott', 'Theo Alexander'],
'genres': ['Comedy']},
{'title': 'The Captain from Köpenick',
'year': 1956,
'rating': 7.2,
'directors': ['Helmut Käutner'],
'actors': ['Heinz Rühmann', 'Martin Held', 'Willy A. Kleinau'],
'genres': ['Comedy', 'Drama']},
{'title': 'Watch Me When I Kill',
'year': 1977,
'rating': 5.9,
'directors': ['Antonio Bido'],
'actors': ['Corrado Pani', 'Franco Citti', 'Fernando Cerulli'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Solstice',
'year': 2008,
'rating': 5.4,
'directors': ['Daniel Myrick'],
'actors': ['Shawn Ashmore'],
'genres': ['Drama', 'Horror', 'Mystery']},
{'title': 'White Girl',
'year': 2016,
'rating': 5.7,
'directors': ['Elizabeth Wood'],
'actors': ['Brian Marc', 'Justin Bartha', 'Adrian Martinez'],
'genres': ['Crime', 'Drama']},
{'title': 'The Fugitive',
'year': 1947,
'rating': 6.5,
'directors': ['Emilio Fernández', 'John Ford'],
'actors': ['Henry Fonda', 'Pedro Armendáriz', 'J. Carrol Naish'],
'genres': ['Drama', 'History']},
{'title': 'Gallant Journey',
'year': 1946,
'rating': 6.5,
'directors': ['William A. Wellman'],
'actors': ['Glenn Ford', 'Charles Ruggles', 'Henry Travers'],
'genres': ['Drama', 'History']},
{'title': 'The Wonderful Country',
'year': 1959,
'rating': 6.2,
'directors': ['Robert Parrish'],
'actors': ['Robert Mitchum', 'Gary Merrill', 'Albert Dekker'],
'genres': ['Romance', 'Western']},
{'title': 'Murder, Inc.',
'year': 1960,
'rating': 6.6,
'directors': ['Burt Balaban', 'Stuart Rosenberg'],
'actors': ['Stuart Whitman', 'Henry Morgan', 'Peter Falk'],
'genres': ['Crime', 'Drama']},
{'title': 'Vanilla Sky',
'year': 2001,
'rating': 6.9,
'directors': ['Cameron Crowe'],
'actors': ['Tom Cruise', 'Kurt Russell'],
'genres': ['Fantasy', 'Mystery', 'Romance']},
{'title': 'Slow Burn',
'year': 1986,
'rating': 5.3,
'directors': ['Matthew Chapman'],
'actors': ['Eric Roberts', 'Dennis Lipscomb', 'Raymond J. Barry'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Sheepman',
'year': 1958,
'rating': 6.9,
'directors': ['George Marshall'],
'actors': ['Glenn Ford', 'Leslie Nielsen', 'Mickey Shaughnessy'],
'genres': ['Western']},
{'title': 'Love Is a Gun',
'year': 1994,
'rating': 5.1,
'directors': ['David Hartwell'],
'actors': ['Eric Roberts', 'R. Lee Ermey'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Captain Kidd',
'year': 1945,
'rating': 6.4,
'directors': ['Rowland V. Lee'],
'actors': ['Charles Laughton', 'Randolph Scott', 'Reginald Owen'],
'genres': ['Adventure', 'Drama']},
{'title': 'Final Analysis',
'year': 1992,
'rating': 5.8,
'directors': ['Phil Joanou'],
'actors': ['Richard Gere', 'Eric Roberts'],
'genres': ['Drama', 'Thriller']},
{'title': 'A Lawless Street',
'year': 1955,
'rating': 6.4,
'directors': ['Joseph H. Lewis'],
'actors': ['Randolph Scott', 'Warner Anderson'],
'genres': ['Western']},
{'title': 'The Serpent',
'year': 1973,
'rating': 6.4,
'directors': ['Henri Verneuil'],
'actors': ['Yul Brynner', 'Henry Fonda', 'Dirk Bogarde', 'Philippe Noiret'],
'genres': ['Thriller']},
{'title': 'The Magic of Lassie',
'year': 1978,
'rating': 5.7,
'directors': ['Don Chaffey'],
'actors': ['James Stewart', 'Mickey Rooney', 'Pernell Roberts'],
'genres': ['Drama', 'Family']},
{'title': 'Call Me Madam',
'year': 1953,
'rating': 7.0,
'directors': ['Walter Lang'],
'actors': ["Donald O'Connor", 'George Sanders'],
'genres': ['Comedy', 'Romance']},
{'title': 'La Strada',
'year': 1954,
'rating': 8.1,
'directors': ['Federico Fellini'],
'actors': ['Anthony Quinn', 'Richard Basehart', 'Aldo Silvani'],
'genres': ['Drama']},
{'title': 'Falling in Love',
'year': 1984,
'rating': 6.5,
'directors': ['Ulu Grosbard'],
'actors': ['Robert De Niro', 'Harvey Keitel'],
'genres': ['Drama', 'Romance']},
{'title': 'John Dies at the End',
'year': 2012,
'rating': 6.4,
'directors': ['Don Coscarelli'],
'actors': ['Chase Williamson', 'Rob Mayes', 'Paul Giamatti', 'Clancy Brown'],
'genres': ['Comedy', 'Horror', 'Sci-Fi']},
{'title': 'Escape from L.A.',
'year': 1996,
'rating': 5.7,
'directors': ['John Carpenter'],
'actors': ['Kurt Russell', 'Steve Buscemi', 'Stacy Keach', 'Peter Fonda'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'Project Solitude',
'year': 2009,
'rating': 5.7,
'directors': ['Rustam Branaman'],
'actors': ['Eric Roberts', 'Richard Riehle'],
'genres': ['Thriller']},
{'title': 'Going Home',
'year': 1971,
'rating': 6.0,
'directors': ['Herbert B. Leonard'],
'actors': ['Robert Mitchum', 'Jan-Michael Vincent', 'Jason Bernard'],
'genres': ['Drama']},
{'title': 'One in a Million: The Ron LeFlore Story',
'year': 1977,
'rating': 6.8,
'directors': ['William A. Graham'],
'actors': ['LeVar Burton', 'Paul Benjamin', 'James Luisi'],
'genres': ['Drama', 'Sport']},
{'title': 'Shoulder Arms',
'year': 1918,
'rating': 6.9,
'directors': ['Charles Chaplin'],
'actors': ['L.A. Blaisdell',
'Charles Chaplin',
'Syd Chaplin',
'Loyal Underwood',
'Henry Bergman',
'Tom Wilson',
'Albert Austin',
'Jack Wilson',
'W.J. Allen'],
'genres': ['Comedy', 'War']},
{'title': 'Down by Law',
'year': 1986,
'rating': 7.8,
'directors': ['Jim Jarmusch'],
'actors': ['Tom Waits', 'John Lurie', 'Roberto Benigni'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Rounders',
'year': 1965,
'rating': 6.3,
'directors': ['Burt Kennedy'],
'actors': ['Glenn Ford', 'Henry Fonda'],
'genres': ['Comedy', 'Western']},
{'title': 'The Untouchables',
'year': 1987,
'rating': 7.9,
'directors': ['Brian De Palma'],
'actors': ['Kevin Costner',
'Sean Connery',
'Robert De Niro',
'Charles Martin Smith'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Birth of the Blues',
'year': 1941,
'rating': 6.4,
'directors': ['Victor Schertzinger'],
'actors': ['Bing Crosby', 'Brian Donlevy'],
'genres': ['Music']},
{'title': "Thompson's Last Run",
'year': 1986,
'rating': 6.2,
'directors': ['Jerrold Freedman'],
'actors': ['Robert Mitchum', 'Wilford Brimley', 'Guy Boyd'],
'genres': ['Drama']},
{'title': 'Lara Croft: Tomb Raider',
'year': 2001,
'rating': 5.8,
'directors': ['Simon West'],
'actors': ['Jon Voight', 'Iain Glen', 'Noah Taylor'],
'genres': ['Action', 'Adventure', 'Fantasy']},
{'title': 'Grosse Pointe Blank',
'year': 1997,
'rating': 7.4,
'directors': ['George Armitage'],
'actors': ['John Cusack', 'Dan Aykroyd'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Abilene Town',
'year': 1946,
'rating': 6.4,
'directors': ['Edwin L. Marin'],
'actors': ['Randolph Scott', 'Edgar Buchanan'],
'genres': ['Romance', 'Western']},
{'title': 'Rude Awakening',
'year': 1989,
'rating': 4.4,
'directors': ['Aaron Russo', 'David Greenwalt'],
'actors': ['Cheech Marin', 'Eric Roberts', 'Robert Carradine'],
'genres': ['Comedy']},
{'title': 'I Spit on Your Grave: Vengeance is Mine',
'year': 2015,
'rating': 5.2,
'directors': ['R.D. Braunstein'],
'actors': ['Doug McKeon', 'Gabriel Hogan'],
'genres': ['Horror', 'Thriller']},
{'title': 'Night and the City',
'year': 1992,
'rating': 5.8,
'directors': ['Irwin Winkler'],
'actors': ['Robert De Niro', 'Cliff Gorman', 'Alan King'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Machete',
'year': 2010,
'rating': 6.6,
'directors': ['Ethan Maniquis', 'Robert Rodriguez'],
'actors': ['Danny Trejo', 'Robert De Niro'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'What Just Happened',
'year': 2008,
'rating': 5.7,
'directors': ['Barry Levinson'],
'actors': ['Robert De Niro', 'John Turturro', 'Stanley Tucci', 'Sean Penn'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Iceman Cometh',
'year': 1973,
'rating': 7.4,
'directors': ['John Frankenheimer'],
'actors': ['Lee Marvin', 'Fredric March', 'Robert Ryan', 'Jeff Bridges'],
'genres': ['Drama']},
{'title': 'My Name Is Nobody',
'year': 1973,
'rating': 7.5,
'directors': ['Tonino Valerii'],
'actors': ['Terence Hill', 'Henry Fonda', 'Jean Martin', 'R.G. Armstrong'],
'genres': ['Comedy', 'Western']},
{'title': 'Jersey Justice',
'year': 2014,
'rating': 7.5,
'directors': ['John Charles Hunt'],
'actors': ['Bo Svenson', 'Christopher Mann', 'Sal Mazzotta'],
'genres': ['Action', 'Thriller']},
{'title': 'The Return of Frank James',
'year': 1940,
'rating': 6.7,
'directors': ['Fritz Lang'],
'actors': ['John Carradine', 'Henry Fonda', 'Jackie Cooper', 'Henry Hull'],
'genres': ['Crime', 'History', 'Western']},
{'title': 'The Proud Family Movie',
'year': 2005,
'rating': 5.4,
'directors': ['Bruce W. Smith'],
'actors': ['Tommy Davidson'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'The Throwaways',
'year': 2015,
'rating': 4.5,
'directors': ['Tony Bui'],
'actors': ['Peter Brooke', 'James Caan', 'Noel Clarke', 'Kevin Dillon'],
'genres': ['Action', 'Comedy', 'Thriller']},
{'title': 'The Killing',
'year': 1956,
'rating': 8.0,
'directors': ['Stanley Kubrick'],
'actors': ['Sterling Hayden', 'Vince Edwards', 'Jay C. Flippen'],
'genres': ['Crime', 'Drama']},
{'title': 'Convicted',
'year': 1950,
'rating': 6.9,
'directors': ['Henry Levin'],
'actors': ['Glenn Ford', 'Broderick Crawford', 'Millard Mitchell'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Nous sommes tous des assassins',
'year': 1952,
'rating': 7.3,
'directors': ['André Cayatte'],
'actors': ['Marcel Mouloudji',
'Raymond Pellegrin',
'Antoine Balpêtré',
'Julien Verdier'],
'genres': ['Drama']},
{'title': 'Lust for Gold',
'year': 1949,
'rating': 6.9,
'directors': ['S. Sylvan Simon', 'George Marshall'],
'actors': ['Glenn Ford', 'Gig Young', 'William Prince'],
'genres': ['Adventure', 'Crime', 'Western']},
{'title': 'Midway',
'year': 1976,
'rating': 6.8,
'directors': ['Jack Smight'],
'actors': ['Charlton Heston', 'Henry Fonda', 'James Coburn', 'Glenn Ford'],
'genres': ['Action', 'Drama', 'History']},
{'title': 'The Message',
'year': 1976,
'rating': 8.2,
'directors': ['Moustapha Akkad'],
'actors': ['Anthony Quinn', 'Michael Ansara', 'Johnny Sekka'],
'genres': ['Adventure', 'Drama']},
{'title': 'Hide in Plain Sight',
'year': 1980,
'rating': 6.3,
'directors': ['James Caan'],
'actors': ['James Caan', 'Robert Viharo', 'Joe Grifasi'],
'genres': ['Drama']},
{'title': 'West of the Divide',
'year': 1934,
'rating': 5.3,
'directors': ['Robert N. Bradbury'],
'actors': ['Lafe McKee',
'John Wayne',
"George 'Gabby' Hayes",
'Lloyd Whitlock',
'Yakima Canutt'],
'genres': ['Romance', 'Western']},
{'title': 'I Cover the War!',
'year': 1937,
'rating': 5.8,
'directors': ['Arthur Lubin'],
'actors': ['John Wayne', 'Don Barclay', 'Charles Brokaw'],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'Dick Tracy',
'year': 1937,
'rating': 7.1,
'directors': ['Alan James', 'Ray Taylor'],
'actors': ['Ralph Byrd', 'Smiley Burnette', 'Lee Van Atta'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Paras-Pathar',
'year': 1958,
'rating': 7.7,
'directors': ['Satyajit Ray'],
'actors': ['Tulsi Chakraborty', 'Kali Bannerjee', 'Gangapada Basu'],
'genres': ['Comedy']},
{'title': 'Redskin',
'year': 1929,
'rating': 7.0,
'directors': ['Victor Schertzinger'],
'actors': ['Richard Dix', 'Tully Marshall', 'George Regas'],
'genres': ['Adventure', 'Drama', 'Western']},
{'title': 'HouseSitter',
'year': 1992,
'rating': 6.1,
'directors': ['Frank Oz'],
'actors': ['Steve Martin'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Unknown Cyclist',
'year': 1998,
'rating': 5.8,
'directors': ['Bernard Salzmann'],
'actors': ['Vincent Spano', 'Danny Nucci', 'Stephen Spinella'],
'genres': ['Drama']},
{'title': 'Desire Me',
'year': 1947,
'rating': 6.0,
'directors': ['Victor Saville',
'Jack Conway',
'George Cukor',
'Mervyn LeRoy'],
'actors': ['Robert Mitchum', 'Richard Hart', 'Morris Ankrum'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Raggedy Man',
'year': 1981,
'rating': 6.8,
'directors': ['Jack Fisk'],
'actors': ['Eric Roberts', 'Sam Shepard', 'William Sanderson'],
'genres': ['Drama']},
{'title': 'The Big Wheel',
'year': 1949,
'rating': 5.7,
'directors': ['Edward Ludwig'],
'actors': ['Mickey Rooney', 'Thomas Mitchell', "Michael O'Shea"],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'Year of the Dog',
'year': 2007,
'rating': 6.1,
'directors': ['Mike White'],
'actors': ['John C. Reilly', 'Peter Sarsgaard'],
'genres': ['Comedy', 'Drama']},
{'title': 'Tex',
'year': 1982,
'rating': 6.6,
'directors': ['Tim Hunter'],
'actors': ['Matt Dillon', 'Jim Metzler', 'Bill McKinney'],
'genres': ['Drama']},
{'title': 'That Championship Season',
'year': 1982,
'rating': 6.3,
'directors': ['Jason Miller'],
'actors': ['Bruce Dern', 'Stacy Keach', 'Robert Mitchum', 'Martin Sheen'],
'genres': ['Drama']},
{'title': 'Shakespeare in... and Out',
'year': 1999,
'rating': 5.6,
'directors': ['Peter Shushtari'],
'actors': ['Roger Shank',
'Lawrence Trilling',
'J.D. Smith',
'William Neenan'],
'genres': ['Comedy', 'Drama']},
{'title': 'Enemy Mine',
'year': 1985,
'rating': 6.9,
'directors': ['Wolfgang Petersen'],
'actors': ['Dennis Quaid',
'Louis Gossett Jr.',
'Brion James',
'Richard Marcus'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'American Violence',
'year': 2017,
'rating': 4.5,
'directors': ['Timothy Woodward Jr.'],
'actors': ['Kaiwi Lyman', 'Bruce Dern', 'Columbus Short'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'The Best of Times',
'year': 1986,
'rating': 6.0,
'directors': ['Roger Spottiswoode'],
'actors': ['Robin Williams', 'Kurt Russell'],
'genres': ['Comedy', 'Drama', 'Sport']},
{'title': 'Our Very Own',
'year': 2005,
'rating': 6.3,
'directors': ['Cameron Watson'],
'actors': ['Keith Carradine'],
'genres': ['Drama']},
{'title': 'Souls at Sea',
'year': 1937,
'rating': 6.9,
'directors': ['Henry Hathaway'],
'actors': ['Gary Cooper', 'George Raft', 'Henry Wilcoxon'],
'genres': ['Action', 'Adventure']},
{'title': 'Horatio Hornblower: The Duchess and the Devil',
'year': 1999,
'rating': 8.0,
'directors': ['Andrew Grieve'],
'actors': ['Ioan Gruffudd', 'Robert Lindsay', 'Christopher Fulford'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'Horatio Hornblower: The Fire Ship',
'year': 1998,
'rating': 8.2,
'directors': ['Andrew Grieve'],
'actors': ['Ioan Gruffudd', 'Robert Lindsay', 'Denis Lawson', 'Ian McNeice'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'Horatio Hornblower: The Wrong War',
'year': 1999,
'rating': 8.1,
'directors': ['Andrew Grieve'],
'actors': ['John Shrapnel',
'Ioan Gruffudd',
'Robert Lindsay',
'Antony Sher',
'Samuel West'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'Man Hunt',
'year': 1941,
'rating': 7.4,
'directors': ['Fritz Lang'],
'actors': ['Walter Pidgeon', 'George Sanders', 'John Carradine'],
'genres': ['Drama', 'Thriller', 'War']},
{'title': 'A Man Betrayed',
'year': 1941,
'rating': 6.0,
'directors': ['John H. Auer'],
'actors': ['John Wayne', 'Edward Ellis', 'Wallace Ford'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Shaft in Africa',
'year': 1973,
'rating': 6.0,
'directors': ['John Guillermin'],
'actors': ['Richard Roundtree', 'Frank Finlay'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': 'Bad Times at the El Royale',
'year': 2018,
'rating': 7.5,
'directors': ['Drew Goddard'],
'actors': ['Jeff Bridges', 'Jon Hamm'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Rollercoaster',
'year': 1977,
'rating': 6.2,
'directors': ['James Goldstone'],
'actors': ['George Segal',
'Timothy Bottoms',
'Richard Widmark',
'Henry Fonda'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'The Shoes of the Fisherman',
'year': 1968,
'rating': 7.2,
'directors': ['Michael Anderson'],
'actors': ['Anthony Quinn',
'Laurence Olivier',
'Oskar Werner',
'David Janssen'],
'genres': ['Drama']},
{'title': 'Blockade',
'year': 1938,
'rating': 5.8,
'directors': ['William Dieterle'],
'actors': ['Henry Fonda', 'Leo Carrillo', 'John Halliday'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'The Eddie Cantor Story',
'year': 1953,
'rating': 5.7,
'directors': ['Alfred E. Green'],
'actors': ['Keefe Brasselle', 'Arthur Franz'],
'genres': ['Drama', 'Music']},
{'title': 'The Savage Innocents',
'year': 1960,
'rating': 7.1,
'directors': ['Nicholas Ray'],
'actors': ['Anthony Quinn', 'Carlo Giustini', "Peter O'Toole"],
'genres': ['Adventure', 'Crime', 'Drama']},
{'title': 'A Marine Story',
'year': 2010,
'rating': 6.1,
'directors': ['Ned Farr'],
'actors': ['Anthony Michael Jones'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Betty and Coretta',
'year': 2013,
'rating': 6.2,
'directors': ['Yves Simoneau'],
'actors': ['Malik Yoba'],
'genres': ['Drama']},
{'title': 'The Comrades of Summer',
'year': 1992,
'rating': 5.8,
'directors': ['Tommy Lee Wallace'],
'actors': ['Joe Mantegna', 'Michael Lerner', 'Mark Rolston'],
'genres': ['Comedy', 'Sport']},
{'title': "It's My Party",
'year': 1996,
'rating': 7.1,
'directors': ['Randal Kleiser'],
'actors': ['Eric Roberts', 'Gregory Harrison', 'Bruce Davison'],
'genres': ['Drama']},
{'title': 'Southern Baptist Sissies',
'year': 2013,
'rating': 7.0,
'directors': ['Del Shores'],
'actors': ['Emerson Collins', 'Leslie Jordan', 'Willam Belli'],
'genres': ['Drama']},
{'title': 'Love Is a Ball',
'year': 1963,
'rating': 6.0,
'directors': ['David Swift'],
'actors': ['Glenn Ford', 'Charles Boyer', 'Ricardo Montalban'],
'genres': ['Comedy', 'Romance']},
{'title': 'Roberta',
'year': 1935,
'rating': 7.1,
'directors': ['William A. Seiter'],
'actors': ['Fred Astaire', 'Randolph Scott'],
'genres': ['Comedy', 'Romance']},
{'title': 'War and Peace',
'year': 1956,
'rating': 6.8,
'directors': ['King Vidor'],
'actors': ['Henry Fonda', 'Mel Ferrer', 'Vittorio Gassman'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'The Exonerated',
'year': 2005,
'rating': 6.7,
'directors': ['Bob Balaban'],
'actors': ['Brian Dennehy', 'Danny Glover', 'Delroy Lindo', 'Aidan Quinn'],
'genres': ['Drama']},
{'title': 'Stranded',
'year': 2006,
'rating': 4.4,
'directors': ['Kern Konwiser'],
'actors': ['Jack Hartnett'],
'genres': ['Thriller']},
{'title': 'Savior',
'year': 1998,
'rating': 7.3,
'directors': ['Predrag Antonijevic'],
'actors': ['Dennis Quaid', 'Pascal Rollin', 'Catlin Foster'],
'genres': ['Drama', 'War']},
{'title': 'Good Fences',
'year': 2003,
'rating': 5.5,
'directors': ['Ernest R. Dickerson'],
'actors': ['Danny Glover', 'Zachary Simmons Glover'],
'genres': ['Comedy', 'Drama']},
{'title': 'Dear Heart',
'year': 1964,
'rating': 7.2,
'directors': ['Delbert Mann'],
'actors': ['Glenn Ford', 'Michael Anderson Jr.'],
'genres': ['Comedy', 'Family']},
{'title': 'Freak Talks About Sex',
'year': 1999,
'rating': 6.1,
'directors': ['Paul Todisco'],
'actors': ['Steve Zahn', 'Josh Hamilton', 'David Kinney', 'Wayne Federman'],
'genres': ['Comedy']},
{'title': 'Pearls and Swine',
'year': 1997,
'rating': 6.2,
'directors': ['Óskar Jónasson'],
'actors': ['Ingvar Eggert Sigurðsson',
'Jóhann Sigurðarson',
'Ólafur Darri Ólafsson',
'Þröstur Leó Gunnarsson'],
'genres': ['Comedy']},
{'title': 'Destroyer',
'year': 1943,
'rating': 6.6,
'directors': ['William A. Seiter', 'Ray Enright'],
'actors': ['Edward G. Robinson', 'Glenn Ford', 'Edgar Buchanan'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'A Stolen Life',
'year': 1946,
'rating': 7.4,
'directors': ['Curtis Bernhardt'],
'actors': ['Glenn Ford', 'Dane Clark', 'Walter Brennan'],
'genres': ['Drama']},
{'title': 'Love, Cheat & Steal',
'year': 1993,
'rating': 5.1,
'directors': ['William Curran'],
'actors': ['John Lithgow', 'Eric Roberts', 'Richard Edson'],
'genres': ['Thriller']},
{'title': 'White Banners',
'year': 1938,
'rating': 7.1,
'directors': ['Edmund Goulding'],
'actors': ['Claude Rains', 'Jackie Cooper'],
'genres': ['Drama']},
{'title': 'The Snow Queen',
'year': 1986,
'rating': 6.8,
'directors': ['Päivi Hartzell'],
'actors': ['Sebastian Kaatrasalo'],
'genres': ['Family', 'Fantasy']},
{'title': 'The Fisher King',
'year': 1991,
'rating': 7.6,
'directors': ['Terry Gilliam'],
'actors': ['Jeff Bridges', 'Robin Williams', 'Adam Bryant', 'Paul Lombardi'],
'genres': ['Comedy', 'Drama', 'Fantasy']},
{'title': 'The Joneses',
'year': 2009,
'rating': 6.5,
'directors': ['Derrick Borte'],
'actors': ['David Duchovny', 'Benjamin Hollingsworth'],
'genres': ['Drama']},
{'title': 'The River Wild',
'year': 1994,
'rating': 6.3,
'directors': ['Curtis Hanson'],
'actors': ['Kevin Bacon', 'David Strathairn', 'Joseph Mazzello'],
'genres': ['Adventure', 'Crime', 'Thriller']},
{'title': "Thoroughbreds Don't Cry",
'year': 1937,
'rating': 6.4,
'directors': ['Alfred E. Green'],
'actors': ['Mickey Rooney', 'C. Aubrey Smith'],
'genres': ['Comedy', 'Drama', 'Music']},
{'title': 'Curse of the Fly',
'year': 1965,
'rating': 5.3,
'directors': ['Don Sharp'],
'actors': ['Brian Donlevy', 'George Baker'],
'genres': ['Drama', 'Horror', 'Mystery']},
{'title': 'This Is My Affair',
'year': 1937,
'rating': 6.7,
'directors': ['William A. Seiter'],
'actors': ['Robert Taylor', 'Victor McLaglen', 'Brian Donlevy'],
'genres': ['Crime', 'Drama', 'History']},
{'title': 'Star Wars: Episode I - The Phantom Menace',
'year': 1999,
'rating': 6.5,
'directors': ['George Lucas'],
'actors': ['Ewan McGregor', 'Liam Neeson', 'Jake Lloyd'],
'genres': ['Action', 'Adventure', 'Fantasy']},
{'title': 'Toy Story 3',
'year': 2010,
'rating': 8.3,
'directors': ['Lee Unkrich'],
'actors': ['Tom Hanks', 'Tim Allen', 'Ned Beatty'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'Captain Ron',
'year': 1992,
'rating': 5.7,
'directors': ['Thom Eberhardt'],
'actors': ['Kurt Russell', 'Martin Short', 'Benjamin Salisbury'],
'genres': ['Adventure', 'Comedy']},
{'title': 'Angel and the Badman',
'year': 1947,
'rating': 7.0,
'directors': ['James Edward Grant'],
'actors': ['John Wayne', 'Harry Carey', 'Bruce Cabot'],
'genres': ['Romance', 'Western']},
{'title': 'Men of Honor',
'year': 2000,
'rating': 7.2,
'directors': ['George Tillman Jr.'],
'actors': ['Cuba Gooding Jr.', 'Robert De Niro'],
'genres': ['Drama']},
{'title': 'The Last American Hero',
'year': 1973,
'rating': 6.4,
'directors': ['Lamont Johnson'],
'actors': ['Jeff Bridges', 'Ned Beatty'],
'genres': ['Drama', 'Sport']},
{'title': 'Hot Saturday',
'year': 1932,
'rating': 6.6,
'directors': ['William A. Seiter'],
'actors': ['Cary Grant', 'Randolph Scott', 'Edward Woods'],
'genres': ['Drama', 'Romance']},
{'title': 'A Remarkable Life',
'year': 2016,
'rating': 4.8,
'directors': ['Vohn Regensburger'],
'actors': ['Eric Roberts'],
'genres': ['Drama', 'Music', 'Romance']},
{'title': 'The Matrix Reloaded',
'year': 2003,
'rating': 7.2,
'directors': ['Lilly Wachowski', 'Lana Wachowski'],
'actors': ['Keanu Reeves', 'Laurence Fishburne', 'Hugo Weaving'],
'genres': ['Action', 'Sci-Fi']},
{'title': 'Alambrista!',
'year': 1977,
'rating': 7.4,
'directors': ['Robert M. Young'],
'actors': ['Domingo Ambriz', 'Trinidad Silva', 'Ned Beatty'],
'genres': ['Adventure', 'Drama']},
{'title': 'Bang the Drum Slowly',
'year': 1973,
'rating': 7.0,
'directors': ['John D. Hancock'],
'actors': ['Michael Moriarty',
'Robert De Niro',
'Vincent Gardenia',
'Phil Foster'],
'genres': ['Drama', 'Sport']},
{'title': 'Andy Hardy Meets Debutante',
'year': 1940,
'rating': 6.8,
'directors': ['George B. Seitz'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy', 'Family', 'Romance']},
{'title': 'June Bride',
'year': 1948,
'rating': 7.3,
'directors': ['Bretaigne Windust'],
'actors': ['Robert Montgomery'],
'genres': ['Comedy']},
{'title': "The People Against O'Hara",
'year': 1951,
'rating': 6.8,
'directors': ['John Sturges'],
'actors': ['Spencer Tracy', "Pat O'Brien", 'John Hodiak'],
'genres': ['Crime', 'Drama']},
{'title': 'A Dream of Kings',
'year': 1969,
'rating': 7.3,
'directors': ['Daniel Mann'],
'actors': ['Anthony Quinn', 'Sam Levene'],
'genres': ['Drama']},
{'title': 'Strangler of the Swamp',
'year': 1946,
'rating': 6.3,
'directors': ['Frank Wisbar'],
'actors': ['Robert Barrat', 'Blake Edwards', 'Charles Middleton'],
'genres': ['Drama', 'Fantasy', 'Horror']},
{'title': 'Story of G.I. Joe',
'year': 1945,
'rating': 7.4,
'directors': ['William A. Wellman'],
'actors': ['Burgess Meredith',
'Robert Mitchum',
'Freddie Steele',
'Wally Cassell'],
'genres': ['Drama', 'War']},
{'title': 'Beneath the Darkness',
'year': 2011,
'rating': 4.5,
'directors': ['Martin Guigui'],
'actors': ['Dennis Quaid', 'Tony Oller', 'Stephen Ford'],
'genres': ['Horror', 'Thriller']},
{'title': "Everybody's Fine",
'year': 2009,
'rating': 7.1,
'directors': ['Kirk Jones'],
'actors': ['Robert De Niro', 'Sam Rockwell'],
'genres': ['Adventure', 'Drama']},
{'title': 'Daisy Kenyon',
'year': 1947,
'rating': 6.7,
'directors': ['Otto Preminger'],
'actors': ['Dana Andrews', 'Henry Fonda'],
'genres': ['Drama', 'Romance']},
{'title': 'The Snow Queen 3: Fire and Ice',
'year': 2016,
'rating': 6.6,
'directors': ['Aleksey Tsitsilin'],
'actors': ['Jason Griffith', 'Dee Bradley Baker'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'Ryde',
'year': 2017,
'rating': 6.1,
'directors': ['Brian Frank Visciglia'],
'actors': ['David Wachs', 'Ronnie Alvarez', 'Kyle Thomas Schmidt'],
'genres': ['Horror', 'Thriller']},
{'title': 'Stowaway to the Moon',
'year': 1975,
'rating': 6.2,
'directors': ['Andrew V. McLaglen'],
'actors': ['Lloyd Bridges', 'Jeremy Slate', 'Jim McMullan', 'Morgan Paull'],
'genres': ['Family', 'Sci-Fi']},
{'title': 'Spirited Away',
'year': 2001,
'rating': 8.6,
'directors': ['Hayao Miyazaki', 'Kirk Wise'],
'actors': ['Miyu Irino'],
'genres': ['Adventure', 'Animation', 'Family']},
{'title': 'Red Sheep',
'year': 2012,
'rating': 7.5,
'directors': ['Amos McKay'],
'actors': ['George Katt', 'Jonathan Regier'],
'genres': ['Drama', 'Thriller']},
{'title': "Hitman's Run",
'year': 1999,
'rating': 4.0,
'directors': ['Mark L. Lester'],
'actors': ['Eric Roberts', 'Esteban Powell', 'C. Thomas Howell'],
'genres': ['Action']},
{'title': 'Wiped-Out Footprints',
'year': 1999,
'rating': 7.2,
'directors': ['Enrique Gabriel'],
'actors': ['Federico Luppi', 'Sergi Calleja'],
'genres': ['Drama']},
{'title': "Donovan's Reef",
'year': 1963,
'rating': 6.9,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Lee Marvin', 'Jack Warden'],
'genres': ['Adventure', 'Comedy', 'Romance']},
{'title': 'Enemy of the World',
'year': 1996,
'rating': 4.5,
'directors': ['Tabrez Hashmi', 'Mehmood'],
'actors': ['Mehmood', 'Manzoor Ali'],
'genres': ['Drama']},
{'title': 'A Killer in the Family',
'year': 1983,
'rating': 7.1,
'directors': ['Richard T. Heffron'],
'actors': ['Robert Mitchum', 'James Spader', 'Lance Kerwin', 'Eric Stoltz'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'The King of Comedy',
'year': 1982,
'rating': 7.8,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Jerry Lewis'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Hold That Kiss',
'year': 1938,
'rating': 6.1,
'directors': ['Edwin L. Marin'],
'actors': ["Dennis O'Keefe", 'Mickey Rooney', 'George Barbier'],
'genres': ['Comedy', 'Romance']},
{'title': 'Playing for Keeps',
'year': 2012,
'rating': 5.7,
'directors': ['Gabriele Muccino'],
'actors': ['Gerard Butler', 'Dennis Quaid', 'Noah Lomax'],
'genres': ['Comedy', 'Romance', 'Sport']},
{'title': 'Nest of Vipers',
'year': 1978,
'rating': 6.5,
'directors': ['Tonino Cervi'],
'actors': ['Paolo Bonacelli'],
'genres': ['Drama']},
{'title': "A Dog's Purpose",
'year': 2017,
'rating': 7.0,
'directors': ['Lasse Hallström'],
'actors': ['Josh Gad', 'Dennis Quaid', 'Bryce Gheisar'],
'genres': ['Adventure', 'Comedy', 'Drama']},
{'title': "What to Expect When You're Expecting",
'year': 2012,
'rating': 5.7,
'directors': ['Kirk Jones'],
'actors': ['Matthew Morrison', 'J. Todd Smith', 'Dennis Quaid'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Mexican Sunrise',
'year': 2007,
'rating': 4.1,
'directors': ['Rowdy Stovall'],
'actors': ['Armand Assante',
'Jordan Belfi',
'William Gregory Lee',
'Reed Frerichs'],
'genres': ['Action', 'Drama', 'Thriller']},
{'title': 'Action in Arabia',
'year': 1944,
'rating': 6.3,
'directors': ['Léonide Moguy'],
'actors': ['George Sanders', 'Gene Lockhart'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Riders of Destiny',
'year': 1933,
'rating': 5.5,
'directors': ['Robert N. Bradbury'],
'actors': ['Heinie Conklin',
'John Wayne',
'Forrest Taylor',
"George 'Gabby' Hayes",
'Al St. John'],
'genres': ['Music', 'Romance', 'Western']},
{'title': "We Can't Go Home Again",
'year': 1973,
'rating': 6.0,
'directors': ['Nicholas Ray'],
'actors': ['Richard Bock', 'Tom Farrell', 'Danny Fisher'],
'genres': ['Drama']},
{'title': "America's Sweethearts",
'year': 2001,
'rating': 5.7,
'directors': ['Joe Roth'],
'actors': ['John Cusack', 'Billy Crystal'],
'genres': ['Comedy', 'Romance']},
{'title': "Cutter's Way",
'year': 1981,
'rating': 6.9,
'directors': ['Ivan Passer'],
'actors': ['Jeff Bridges', 'John Heard'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'One Christmas Eve',
'year': 2014,
'rating': 6.4,
'directors': ['Jay Russell'],
'actors': ['Kevin Daniels', 'Carlos Gómez', 'Griffin Kane'],
'genres': ['Family']},
{'title': 'I Love Melvin',
'year': 1953,
'rating': 6.7,
'directors': ['Don Weis'],
'actors': ["Donald O'Connor", 'Richard Anderson'],
'genres': ['Comedy', 'Romance']},
{'title': 'Luck of the Draw',
'year': 2000,
'rating': 5.1,
'directors': ['Luca Bercovici'],
'actors': ['James Marshall',
'Dennis Hopper',
'Michael Madsen',
'Eric Roberts'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'How the West Was Won',
'year': 1962,
'rating': 7.1,
'directors': ['John Ford',
'Richard Thorpe',
'George Marshall',
'Henry Hathaway'],
'actors': ['James Stewart', 'John Wayne', 'Gregory Peck', 'Henry Fonda'],
'genres': ['Western']},
{'title': 'Groove',
'year': 2000,
'rating': 6.5,
'directors': ['Greg Harrison'],
'actors': ['Chris Ferreira', 'Steve Van Wormer'],
'genres': ['Drama', 'Music']},
{'title': 'The Lucky Texan',
'year': 1934,
'rating': 5.6,
'directors': ['Robert N. Bradbury'],
'actors': ['Gordon De Main',
'John Wayne',
"George 'Gabby' Hayes",
'Lloyd Whitlock',
'Yakima Canutt',
'Eddie Parker'],
'genres': ['Romance', 'Western']},
{'title': 'Solomon and Sheba',
'year': 1959,
'rating': 6.2,
'directors': ['King Vidor'],
'actors': ['Yul Brynner', 'George Sanders'],
'genres': ['Drama', 'History', 'Romance']},
{'title': 'Q & A',
'year': 1990,
'rating': 6.5,
'directors': ['Sidney Lumet'],
'actors': ['Nick Nolte',
'Timothy Hutton',
'Armand Assante',
"Patrick O'Neal"],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'This Land Is Mine',
'year': 1943,
'rating': 7.6,
'directors': ['Jean Renoir'],
'actors': ['Charles Laughton', 'George Sanders', 'Walter Slezak'],
'genres': ['Drama', 'War']},
{'title': 'Back to Bataan',
'year': 1945,
'rating': 6.7,
'directors': ['Edward Dmytryk'],
'actors': ['John Wayne', 'Anthony Quinn'],
'genres': ['Drama', 'War']},
{'title': 'The Saint of Fort Washington',
'year': 1993,
'rating': 7.2,
'directors': ['Tim Hunter'],
'actors': ['Danny Glover', 'Matt Dillon', 'Rick Aviles'],
'genres': ['Drama']},
{'title': 'Rage in Heaven',
'year': 1941,
'rating': 6.4,
'directors': ['Richard Thorpe', 'Robert B. Sinclair', 'W.S. Van Dyke'],
'actors': ['Robert Montgomery', 'George Sanders'],
'genres': ['Drama', 'Thriller']},
{'title': 'Not as a Stranger',
'year': 1955,
'rating': 6.8,
'directors': ['Stanley Kramer'],
'actors': ['Frank Sinatra', 'Robert Mitchum'],
'genres': ['Drama', 'Romance']},
{'title': 'Slither',
'year': 1973,
'rating': 6.2,
'directors': ['Howard Zieff'],
'actors': ['James Caan', 'Peter Boyle'],
'genres': ['Comedy', 'Crime', 'Thriller']},
{'title': 'The Late George Apley',
'year': 1947,
'rating': 7.1,
'directors': ['Joseph L. Mankiewicz'],
'actors': ['Ronald Colman', 'Richard Haydn', 'Charles Russell'],
'genres': ['Comedy']},
{'title': 'The American Success Company',
'year': 1980,
'rating': 5.7,
'directors': ['William Richert'],
'actors': ['Jeff Bridges', 'Ned Beatty', 'Steven Keats'],
'genres': ['Comedy', 'Drama']},
{'title': 'Young Man with Ideas',
'year': 1952,
'rating': 5.9,
'directors': ['Mitchell Leisen'],
'actors': ['Glenn Ford'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Hunley',
'year': 1999,
'rating': 6.7,
'directors': ['John Gray'],
'actors': ['Armand Assante',
'Donald Sutherland',
'Alex Jennings',
'Chris Bauer'],
'genres': ['Action', 'Drama', 'History']},
{'title': 'Beloved',
'year': 1998,
'rating': 5.9,
'directors': ['Jonathan Demme'],
'actors': ['Danny Glover', 'Emil Pinnock'],
'genres': ['Drama', 'History', 'Horror']},
{'title': 'Being John Malkovich',
'year': 1999,
'rating': 7.8,
'directors': ['Spike Jonze'],
'actors': ['John Cusack', 'John Malkovich'],
'genres': ['Comedy', 'Drama', 'Fantasy']},
{'title': 'Capricorn One',
'year': 1977,
'rating': 6.8,
'directors': ['Peter Hyams'],
'actors': ['Elliott Gould', 'James Brolin', 'Sam Waterston'],
'genres': ['Action', 'Thriller']},
{'title': 'Santa Fe Stampede',
'year': 1938,
'rating': 6.3,
'directors': ['George Sherman'],
'actors': ['John Wayne', 'Ray Corrigan', 'Max Terhune'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Great Balls of Fire!',
'year': 1989,
'rating': 6.2,
'directors': ['Jim McBride'],
'actors': ['Dennis Quaid', 'John Doe', 'Stephen Tobolowsky'],
'genres': ['Drama', 'Music']},
{'title': 'Hope Springs',
'year': 2012,
'rating': 6.3,
'directors': ['David Frankel'],
'actors': ['Tommy Lee Jones', 'Steve Carell'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Supernatural',
'year': 1933,
'rating': 6.3,
'directors': ['Victor Halperin'],
'actors': ['Randolph Scott', 'Alan Dinehart'],
'genres': ['Horror', 'Mystery', 'Thriller']},
{'title': 'El kárate, el Colt y el impostor',
'year': 1974,
'rating': 5.9,
'directors': ['Antonio Margheriti'],
'actors': ['Lee Van Cleef', 'Lieh Lo'],
'genres': ['Comedy', 'Western']},
{'title': 'Scugnizzi',
'year': 1989,
'rating': 6.5,
'directors': ['Nanni Loy'],
'actors': ['Leo Gullotta',
'Francesco Allocca',
'Gaetano Amato',
'Pino Ammendola'],
'genres': ['Drama']},
{'title': 'Generation Gap',
'year': 2008,
'rating': 6.5,
'directors': ['Bill Norton'],
'actors': ['Edward Asner', 'Alex Black'],
'genres': ['Drama', 'Family']},
{'title': 'The Return of the Living Dead',
'year': 1985,
'rating': 7.4,
'directors': ["Dan O'Bannon"],
'actors': ['Clu Gulager', 'James Karen', 'Don Calfa', 'Thom Mathews'],
'genres': ['Comedy', 'Horror', 'Sci-Fi']},
{'title': 'Lethal Weapon 4',
'year': 1998,
'rating': 6.6,
'directors': ['Richard Donner'],
'actors': ['Mel Gibson', 'Danny Glover', 'Joe Pesci'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'The World of Apu',
'year': 1959,
'rating': 8.3,
'directors': ['Satyajit Ray'],
'actors': ['Soumitra Chatterjee', 'Alok Chakravarty', 'Swapan Mukherjee'],
'genres': ['Drama']},
{'title': 'Kampf um Rom II - Der Verrat',
'year': 1969,
'rating': 6.3,
'directors': ['Robert Siodmak', 'Sergiu Nicolaescu', 'Andrew Marton'],
'actors': ['Laurence Harvey', 'Orson Welles'],
'genres': ['Adventure', 'Drama']},
{'title': 'Another Face',
'year': 1935,
'rating': 6.0,
'directors': ['Christy Cabanne'],
'actors': ['Wallace Ford', 'Brian Donlevy', 'Erik Rhodes'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Lawless Nineties',
'year': 1936,
'rating': 5.5,
'directors': ['Joseph Kane'],
'actors': ['John Wayne', 'Harry Woods', "George 'Gabby' Hayes"],
'genres': ['Western']},
{'title': 'Breakdown',
'year': 1997,
'rating': 6.9,
'directors': ['Jonathan Mostow'],
'actors': ['Kurt Russell', 'J.T. Walsh', 'M.C. Gainey'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Nowhere Land',
'year': 1998,
'rating': 4.3,
'directors': ['Rupert Hitzig'],
'actors': ['Peter Dobson', 'Jon Polito', 'Francesco Quinn'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'We Need to Talk About Kevin',
'year': 2011,
'rating': 7.5,
'directors': ['Lynne Ramsay'],
'actors': ['John C. Reilly', 'Ezra Miller', 'Jasper Newell'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'Tequila Sunrise',
'year': 1988,
'rating': 6.0,
'directors': ['Robert Towne'],
'actors': ['Mel Gibson', 'Kurt Russell', 'Raul Julia'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Fatal Desire',
'year': 2006,
'rating': 6.1,
'directors': ['Ralph Hemecker'],
'actors': ['Eric Roberts'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Vantage Point',
'year': 2008,
'rating': 6.6,
'directors': ['Pete Travis'],
'actors': ['Dennis Quaid', 'Forest Whitaker', 'Matthew Fox', 'Bruce McGill'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Greetings',
'year': 1968,
'rating': 5.8,
'directors': ['Brian De Palma'],
'actors': ['Jonathan Warden',
'Robert De Niro',
'Gerrit Graham',
'Richard Hamilton'],
'genres': ['Comedy', 'Drama']},
{'title': 'Blue-Eyed Butcher',
'year': 2012,
'rating': 5.7,
'directors': ['Stephen Kay'],
'actors': ['Justin Bruening', 'W. Earl Brown', 'Michael Gross'],
'genres': ['Crime', 'Drama']},
{'title': 'The Good Catholic',
'year': 2017,
'rating': 5.3,
'directors': ['Paul Shoulberg'],
'actors': ['Zachary Spicer', 'Danny Glover', 'John C. McGinley'],
'genres': ['Comedy', 'Drama']},
{'title': 'Dark Angel',
'year': 1996,
'rating': 5.8,
'directors': ['Robert Iscove'],
'actors': ['Eric Roberts', 'Linden Ashby'],
'genres': ['Action', 'Thriller']},
{'title': 'Trainspotting',
'year': 1996,
'rating': 8.2,
'directors': ['Danny Boyle'],
'actors': ['Ewan McGregor',
'Ewen Bremner',
'Jonny Lee Miller',
'Kevin McKidd'],
'genres': ['Drama']},
{'title': 'Man from Del Rio',
'year': 1956,
'rating': 6.5,
'directors': ['Harry Horner'],
'actors': ['Anthony Quinn', 'Peter Whitney', 'Douglas Fowley'],
'genres': ['Romance', 'Western']},
{'title': 'Ten Wanted Men',
'year': 1955,
'rating': 6.0,
'directors': ['H. Bruce Humberstone'],
'actors': ['Randolph Scott', 'Richard Boone', 'Alfonso Bedoya'],
'genres': ['Romance', 'Western']},
{'title': 'The Return of Joe Rich',
'year': 2011,
'rating': 4.1,
'directors': ['Sam Auster'],
'actors': ['Sam Witwer', 'Armand Assante', 'Tim Kazurinsky'],
'genres': ['Comedy', 'Drama']},
{'title': 'Carson City',
'year': 1952,
'rating': 6.5,
'directors': ['André De Toth'],
'actors': ['Randolph Scott', 'Raymond Massey', 'Richard Webb'],
'genres': ['Western']},
{'title': 'One Shoe Makes It Murder',
'year': 1982,
'rating': 6.0,
'directors': ['William Hale'],
'actors': ['Robert Mitchum', 'Mel Ferrer', 'José Pérez'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Promises in the Dark',
'year': 1979,
'rating': 6.5,
'directors': ['Jerome Hellman'],
'actors': ['Ned Beatty', 'Michael Brandon'],
'genres': ['Drama']},
{'title': 'Beyond the Lights',
'year': 2014,
'rating': 6.9,
'directors': ['Gina Prince-Bythewood'],
'actors': ['Nate Parker', 'Danny Glover'],
'genres': ['Drama', 'Music', 'Romance']},
{'title': 'Sweet Bird of Youth',
'year': 1962,
'rating': 7.4,
'directors': ['Richard Brooks'],
'actors': ['Paul Newman', 'Ed Begley'],
'genres': ['Drama']},
{'title': 'Feu Mathias Pascal',
'year': 1937,
'rating': 7.1,
'directors': ['Pierre Chenal'],
'actors': ['Pierre Blanchar'],
'genres': ['Drama']},
{'title': 'Down to the Sea in Ships',
'year': 1922,
'rating': 6.3,
'directors': ['Elmer Clifton'],
'actors': ['Leigh Smith',
'Raymond McKee',
'William Walcott',
'James Turfler'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': "Lee Daniels' The Butler",
'year': 2013,
'rating': 7.2,
'directors': ['Lee Daniels'],
'actors': ['Forest Whitaker', 'John Cusack'],
'genres': ['Drama']},
{'title': 'Dead Man Out',
'year': 1989,
'rating': 6.3,
'directors': ['Richard Pearce'],
'actors': ['Danny Glover', 'Tom Atkins', 'Rubén Blades', 'Larry Block'],
'genres': ['Crime', 'Drama']},
{'title': 'Illusions',
'year': 1992,
'rating': 4.4,
'directors': ['Victor Kulle'],
'actors': ['Robert Carradine', 'Ned Beatty'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Deer Hunter',
'year': 1978,
'rating': 8.1,
'directors': ['Michael Cimino'],
'actors': ['Robert De Niro',
'Christopher Walken',
'John Cazale',
'John Savage'],
'genres': ['Drama', 'War']},
{'title': 'Island in the Sky',
'year': 1953,
'rating': 7.0,
'directors': ['William A. Wellman'],
'actors': ['John Wayne', 'Lloyd Nolan', 'Walter Abel', 'James Arness'],
'genres': ['Adventure', 'Drama']},
{'title': 'The Walking Hills',
'year': 1949,
'rating': 6.6,
'directors': ['John Sturges'],
'actors': ['Randolph Scott', 'William Bishop', 'Edgar Buchanan'],
'genres': ['Adventure', 'Thriller', 'Western']},
{'title': 'Her Cardboard Lover',
'year': 1942,
'rating': 6.0,
'directors': ['George Cukor'],
'actors': ['Robert Taylor', 'George Sanders', 'Frank McHugh'],
'genres': ['Comedy', 'Romance']},
{'title': 'Rope of Sand',
'year': 1949,
'rating': 6.8,
'directors': ['William Dieterle'],
'actors': ['Burt Lancaster', 'Paul Henreid', 'Claude Rains', 'Peter Lorre'],
'genres': ['Adventure']},
{'title': 'Barnyard',
'year': 2006,
'rating': 5.6,
'directors': ['Steve Oedekerk'],
'actors': ['Kevin James', 'Danny Glover', 'Sam Elliott'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': "A Children's Story",
'year': 2004,
'rating': 6.9,
'directors': ['Andrea Frazzi', 'Antonio Frazzi'],
'actors': ['Gianluca Di Gennaro',
'Carmine Recano',
'Arturo Paglia',
'Sergio Solli'],
'genres': ['Crime', 'Drama']},
{'title': 'Class',
'year': 2010,
'rating': 6.9,
'directors': ['David S. Cass Sr.'],
'actors': ['Justin Bruening', 'Eric Roberts'],
'genres': ['Drama', 'Romance']},
{'title': 'Stage Struck',
'year': 1958,
'rating': 6.2,
'directors': ['Sidney Lumet'],
'actors': ['Henry Fonda', 'Herbert Marshall'],
'genres': ['Drama', 'Romance']},
{'title': 'The Third Wish',
'year': 2005,
'rating': 4.5,
'directors': ['Shelley Jensen'],
'actors': ['Sean Maguire', 'Armand Assante'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Great Gatsby',
'year': 1974,
'rating': 6.4,
'directors': ['Jack Clayton'],
'actors': ['Robert Redford', 'Bruce Dern'],
'genres': ['Drama', 'Romance']},
{'title': 'Jagged Edge',
'year': 1985,
'rating': 6.5,
'directors': ['Richard Marquand'],
'actors': ['Jeff Bridges', 'Peter Coyote', 'Robert Loggia'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'Blood of the Condor',
'year': 1969,
'rating': 7.2,
'directors': ['Jorge Sanjinés'],
'actors': ['Marcelino Yanahuaya', 'Vicente Verneros Salinas'],
'genres': ['Crime', 'Drama']},
{'title': 'D.C. Cab',
'year': 1983,
'rating': 5.4,
'directors': ['Joel Schumacher'],
'actors': ['Max Gail', 'Adam Baldwin', 'Mr. T', 'Charlie Barnett'],
'genres': ['Action', 'Comedy']},
{'title': 'Jesse James',
'year': 1939,
'rating': 7.1,
'directors': ['Henry King', 'Irving Cummings'],
'actors': ['Tyrone Power', 'Henry Fonda', 'Randolph Scott'],
'genres': ['Crime', 'Drama']},
{'title': 'I Accuse',
'year': 1938,
'rating': 7.1,
'directors': ['Abel Gance'],
'actors': ['Victor Francen', 'Marcel Delaître'],
'genres': ['Drama', 'Horror', 'Sci-Fi']},
{'title': 'Fat Man and Little Boy',
'year': 1989,
'rating': 6.5,
'directors': ['Roland Joffé'],
'actors': ['Paul Newman', 'Dwight Schultz', 'John Cusack'],
'genres': ['Drama', 'History']},
{'title': 'Flight of the Phoenix',
'year': 2004,
'rating': 6.1,
'directors': ['John Moore'],
'actors': ['Dennis Quaid', 'Giovanni Ribisi', 'Tyrese Gibson'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'While the City Sleeps',
'year': 1956,
'rating': 7.0,
'directors': ['Fritz Lang'],
'actors': ['Dana Andrews', 'George Sanders', 'Howard Duff'],
'genres': ['Crime', 'Drama']},
{'title': 'The Ox-Bow Incident',
'year': 1943,
'rating': 8.1,
'directors': ['William A. Wellman'],
'actors': ['Henry Fonda', 'Dana Andrews', 'Anthony Quinn'],
'genres': ['Drama', 'Western']},
{'title': 'Second Chance',
'year': 1953,
'rating': 6.0,
'directors': ['Rudolph Maté'],
'actors': ['Robert Mitchum', 'Jack Palance', 'Sandro Giglio'],
'genres': ['Crime', 'Drama']},
{'title': 'Shark Tale',
'year': 2004,
'rating': 6.0,
'directors': ['Vicky Jenson', 'Bibo Bergeron', 'Rob Letterman'],
'actors': ['Will Smith', 'Robert De Niro'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'A Country Wedding',
'year': 2015,
'rating': 7.0,
'directors': ['Anne Wheeler'],
'actors': ['Jesse Metcalfe', 'Aaron Craven'],
'genres': ['Drama', 'Romance']},
{'title': "Marvin's Room",
'year': 1996,
'rating': 6.7,
'directors': ['Jerry Zaks'],
'actors': ['Leonardo DiCaprio', 'Robert De Niro'],
'genres': ['Drama']},
{'title': '3 A.M.',
'year': 2001,
'rating': 5.9,
'directors': ['Lee Davis'],
'actors': ['Danny Glover', 'Sergej Trifunovic'],
'genres': ['Crime', 'Mystery', 'Romance']},
{'title': 'The First of May',
'year': 1999,
'rating': 7.0,
'directors': ['Paul Sirmons'],
'actors': ['Dan Byrd', 'Mickey Rooney', 'Charles Nelson Reilly'],
'genres': ['Drama', 'Family', 'Sport']},
{'title': 'In Search of the Castaways',
'year': 1962,
'rating': 6.7,
'directors': ['Robert Stevenson'],
'actors': ['Maurice Chevalier', 'George Sanders', 'Wilfrid Hyde-White'],
'genres': ['Adventure', 'Family', 'Fantasy']},
{'title': 'Johnny Belinda',
'year': 1982,
'rating': 6.5,
'directors': ['Anthony Page'],
'actors': ['Richard Thomas', 'Dennis Quaid'],
'genres': ['Drama']},
{'title': 'Blood and Sweat',
'year': 1977,
'rating': 6.2,
'directors': ['Rakesh Kumar'],
'actors': ['Amitabh Bachchan', 'Vinod Khanna'],
'genres': ['Action', 'Drama']},
{'title': 'The Jungle Book',
'year': 1994,
'rating': 6.0,
'directors': ['Stephen Sommers'],
'actors': ['Jason Scott Lee', 'Cary Elwes', 'Sam Neill'],
'genres': ['Adventure', 'Family', 'Romance']},
{'title': 'At Any Price',
'year': 2012,
'rating': 5.6,
'directors': ['Ramin Bahrani'],
'actors': ['Dennis Quaid', 'Zac Efron'],
'genres': ['Drama', 'Sport', 'Thriller']},
{'title': 'Paradise Alley',
'year': 1978,
'rating': 5.8,
'directors': ['Sylvester Stallone'],
'actors': ['Sylvester Stallone',
'Lee Canalito',
'Armand Assante',
'Frank McRae'],
'genres': ['Drama']},
{'title': 'Superdad',
'year': 1973,
'rating': 5.2,
'directors': ['Vincent McEveety'],
'actors': ['Bob Crane', 'Kurt Russell', 'Joe Flynn'],
'genres': ['Comedy', 'Family']},
{'title': 'Drum',
'year': 2004,
'rating': 6.5,
'directors': ['Zola Maseko'],
'actors': ['Taye Diggs', 'Gabriel Mann', 'Tumisho Masha'],
'genres': ['Thriller']},
{'title': 'Waffle Street',
'year': 2015,
'rating': 6.2,
'directors': ['Ian Nelms', 'Eshom Nelms'],
'actors': ['James Lafferty', 'Danny Glover'],
'genres': ['Comedy', 'Drama']},
{'title': 'Bill',
'year': 1981,
'rating': 8.0,
'directors': ['Anthony Page'],
'actors': ['Mickey Rooney', 'Dennis Quaid'],
'genres': ['Drama']},
{'title': "'Gung Ho!': The Story of Carlson's Makin Island Raiders",
'year': 1943,
'rating': 6.2,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott',
'Alan Curtis',
'Noah Beery Jr.',
'J. Carrol Naish'],
'genres': ['Drama', 'History', 'War']},
{'title': 'Smokey and the Bandit II',
'year': 1980,
'rating': 5.2,
'directors': ['Hal Needham'],
'actors': ['Burt Reynolds', 'Jackie Gleason', 'Jerry Reed', 'Dom DeLuise'],
'genres': ['Action', 'Comedy']},
{'title': 'Honeydripper',
'year': 2007,
'rating': 6.7,
'directors': ['John Sayles'],
'actors': ['Danny Glover', 'Charles S. Dutton'],
'genres': ['Crime', 'Drama', 'History']},
{'title': 'The Diving Bell and the Butterfly',
'year': 2007,
'rating': 8.0,
'directors': ['Julian Schnabel'],
'actors': ['Mathieu Amalric'],
'genres': ['Drama']},
{'title': 'Se7en',
'year': 1995,
'rating': 8.6,
'directors': ['David Fincher'],
'actors': ['Morgan Freeman',
'Brad Pitt',
'Kevin Spacey',
'Andrew Kevin Walker'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Ruby Gentry',
'year': 1952,
'rating': 6.7,
'directors': ['King Vidor'],
'actors': ['Charlton Heston', 'Karl Malden', 'Tom Tully'],
'genres': ['Drama', 'Romance']},
{'title': 'Two for the Seesaw',
'year': 1962,
'rating': 6.7,
'directors': ['Robert Wise'],
'actors': ['Robert Mitchum', 'Edmon Ryan'],
'genres': ['Drama', 'Romance']},
{'title': 'The Right Stuff',
'year': 1983,
'rating': 7.9,
'directors': ['Philip Kaufman'],
'actors': ['Sam Shepard', 'Scott Glenn', 'Ed Harris', 'Dennis Quaid'],
'genres': ['Adventure', 'Drama']},
{'title': 'The Visitor',
'year': 1979,
'rating': 4.9,
'directors': ['Giulio Paradisi'],
'actors': ['Mel Ferrer', 'Glenn Ford', 'Lance Henriksen', 'John Huston'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'The Yards',
'year': 2000,
'rating': 6.4,
'directors': ['James Gray'],
'actors': ['Mark Wahlberg', 'Joaquin Phoenix', 'James Caan'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Tombstone',
'year': 1993,
'rating': 7.8,
'directors': ['George P. Cosmatos', 'Kevin Jarre'],
'actors': ['Kurt Russell', 'Val Kilmer', 'Sam Elliott', 'Bill Paxton'],
'genres': ['Action', 'Drama']},
{'title': 'Poltergeist',
'year': 2015,
'rating': 4.9,
'directors': ['Gil Kenan'],
'actors': ['Sam Rockwell'],
'genres': ['Horror', 'Thriller']},
{'title': 'Stone',
'year': 2010,
'rating': 5.4,
'directors': ['John Curran'],
'actors': ['Edward Norton', 'Robert De Niro'],
'genres': ['Drama', 'Thriller']},
{'title': 'Deaden',
'year': 2006,
'rating': 4.3,
'directors': ['Christian Viel'],
'actors': ['John Fallon', 'Deke Richards', 'Neil Napier'],
'genres': ['Action']},
{'title': 'Dopamine',
'year': 2003,
'rating': 5.9,
'directors': ['Mark Decena'],
'actors': ['John Livingston', 'Bruno Campos', 'Rueben Grundy'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Fort Apache',
'year': 1948,
'rating': 7.6,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Henry Fonda', 'Pedro Armendáriz'],
'genres': ['Action', 'Adventure', 'Western']},
{'title': 'A Fine Step',
'year': 2014,
'rating': 5.3,
'directors': ['Jonathan Meyers'],
'actors': ['Luke Perry', 'Armand Assante', 'Cameron Daddo'],
'genres': ['Drama']},
{'title': 'The Door in the Floor',
'year': 2004,
'rating': 6.7,
'directors': ['Tod Williams'],
'actors': ['Jeff Bridges', 'Jon Foster'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Fox and the Hound',
'year': 1981,
'rating': 7.3,
'directors': ['Art Stevens', 'Richard Rich', 'Ted Berman'],
'actors': ['Mickey Rooney', 'Kurt Russell', 'Jack Albertson'],
'genres': ['Adventure', 'Animation', 'Drama']},
{'title': 'Limelight',
'year': 1952,
'rating': 8.1,
'directors': ['Charles Chaplin'],
'actors': ['Charles Chaplin', 'Nigel Bruce', 'Buster Keaton'],
'genres': ['Drama', 'Music', 'Romance']},
{'title': 'Big Bad John',
'year': 1990,
'rating': 5.5,
'directors': ['Burt Kennedy'],
'actors': ['Jimmy Dean', 'Jack Elam', 'Ned Beatty'],
'genres': ['Action', 'Drama', 'Western']},
{'title': 'Maps to the Stars',
'year': 2014,
'rating': 6.2,
'directors': ['David Cronenberg'],
'actors': ['Robert Pattinson', 'John Cusack'],
'genres': ['Comedy', 'Drama']},
{'title': 'Git Along Little Dogies',
'year': 1937,
'rating': 5.9,
'directors': ['Joseph Kane'],
'actors': ['Weldon Heyburn',
'Gene Autry',
'Smiley Burnette',
'Maple City Four'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'The Last Picture Show',
'year': 1971,
'rating': 8.1,
'directors': ['Peter Bogdanovich'],
'actors': ['Timothy Bottoms', 'Jeff Bridges', 'Ben Johnson'],
'genres': ['Drama']},
{'title': 'Endangered Species',
'year': 2002,
'rating': 4.3,
'directors': ['Kevin Tenney'],
'actors': ['Eric Roberts',
'Arnold Vosloo',
'John Rhys-Davies',
'Tony Lo Bianco'],
'genres': ['Horror', 'Sci-Fi', 'Thriller']},
{'title': 'City of Ghosts',
'year': 2002,
'rating': 6.0,
'directors': ['Matt Dillon'],
'actors': ['Matt Dillon', 'James Caan', 'Gérard Depardieu'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': "Gideon's Trumpet",
'year': 1980,
'rating': 7.2,
'directors': ['Robert L. Collins'],
'actors': ['Henry Fonda', 'José Ferrer', 'John Houseman'],
'genres': ['Drama', 'History']},
{'title': 'The Train Robbers',
'year': 1973,
'rating': 6.5,
'directors': ['Burt Kennedy'],
'actors': ['John Wayne', 'Rod Taylor', 'Ben Johnson'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'The Flapper',
'year': 1920,
'rating': 6.6,
'directors': ['Alan Crosland'],
'actors': ['Arthur Housman',
'Theodore Westman Jr.',
'William P. Carleton',
'Warren Cook'],
'genres': ['Comedy']},
{'title': 'The Comedian',
'year': 2016,
'rating': 5.7,
'directors': ['Taylor Hackford'],
'actors': ['Robert De Niro', 'Danny DeVito'],
'genres': ['Comedy']},
{'title': 'City Beneath the Sea',
'year': 1953,
'rating': 5.5,
'directors': ['Budd Boetticher'],
'actors': ['Robert Ryan', 'Anthony Quinn'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Soldier',
'year': 1998,
'rating': 6.0,
'directors': ['Paul W.S. Anderson'],
'actors': ['Kurt Russell', 'Jason Scott Lee', 'Jason Isaacs'],
'genres': ['Action', 'Drama', 'Sci-Fi']},
{'title': 'Francesco',
'year': 2002,
'rating': 6.8,
'directors': ['Michele Soavi'],
'actors': ['Raoul Bova', 'Gianmarco Tognazzi', 'Claudio Gioè'],
'genres': ['Drama']},
{'title': 'Hell or High Water',
'year': 2016,
'rating': 7.6,
'directors': ['David Mackenzie'],
'actors': ['Chris Pine', 'Ben Foster', 'Jeff Bridges', 'Gil Birmingham'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Rio Bravo',
'year': 1959,
'rating': 8.0,
'directors': ['Howard Hawks'],
'actors': ['John Wayne', 'Dean Martin', 'Ricky Nelson'],
'genres': ['Action', 'Drama', 'Western']},
{'title': 'Ride Lonesome',
'year': 1959,
'rating': 7.3,
'directors': ['Budd Boetticher'],
'actors': ['Randolph Scott', 'Pernell Roberts', 'James Best'],
'genres': ['Drama', 'Western']},
{'title': 'Betrayal',
'year': 2013,
'rating': 4.0,
'directors': ['Jack Topalian'],
'actors': ['Jack Topalian',
'Eric Roberts',
'Oleg Taktarov',
'Scott L. Schwartz'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': 'Guns for San Sebastian',
'year': 1968,
'rating': 6.8,
'directors': ['Henri Verneuil'],
'actors': ['Anthony Quinn', 'Charles Bronson', 'Sam Jaffe'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Winter Wedding',
'year': 2017,
'rating': 5.1,
'directors': ['Jake Helgren'],
'actors': ['Nick Bateman', 'Adam Senn'],
'genres': ['Romance']},
{'title': 'The Lady in Question',
'year': 1940,
'rating': 6.5,
'directors': ['Charles Vidor'],
'actors': ['Brian Aherne', 'Glenn Ford'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'In Search of America',
'year': 1971,
'rating': 5.7,
'directors': ['Paul Bogart'],
'actors': ['Carl Betz', 'Jeff Bridges'],
'genres': ['Drama']},
{'title': 'Slaughter Trail',
'year': 1951,
'rating': 4.6,
'directors': ['Irving Allen'],
'actors': ['Brian Donlevy', 'Gig Young', 'Andy Devine'],
'genres': ['Western']},
{'title': 'Union City',
'year': 1980,
'rating': 6.5,
'directors': ['Marcus Reichert'],
'actors': ['Dennis Lipscomb', 'Sam McMurray', 'Terry Walsh'],
'genres': ['Comedy', 'Drama', 'Mystery']},
{'title': "Jake's Road",
'year': 2017,
'rating': 4.0,
'directors': ['Mike Mayhall'],
'actors': ['Eric Roberts', 'Garrett Hines', 'Patrick Flanagan'],
'genres': ['Action', 'Horror', 'Thriller']},
{'title': 'A Woman of Paris: A Drama of Fate',
'year': 1923,
'rating': 7.1,
'directors': ['Charles Chaplin'],
'actors': ['Clarence Geldart',
'Carl Miller',
'Charles K. French',
'Adolphe Menjou'],
'genres': ['Drama', 'Romance']},
{'title': 'Mr. North',
'year': 1988,
'rating': 5.9,
'directors': ['Danny Huston'],
'actors': ['Anthony Edwards', 'Robert Mitchum', 'Harry Dean Stanton'],
'genres': ['Comedy', 'Drama']},
{'title': 'Moving',
'year': 1988,
'rating': 6.2,
'directors': ['Alan Metter'],
'actors': ['Richard Pryor', 'Raphael Harris'],
'genres': ['Comedy']},
{'title': 'Union Square',
'year': 2011,
'rating': 5.1,
'directors': ['Nancy Savoca'],
'actors': ['Michael Sirow', 'Murray'],
'genres': ['Drama']},
{'title': 'King Kong',
'year': 1976,
'rating': 5.9,
'directors': ['John Guillermin'],
'actors': ['Jeff Bridges', 'Charles Grodin', 'John Randolph'],
'genres': ['Adventure', 'Horror']},
{'title': 'Henry Goes Arizona',
'year': 1939,
'rating': 6.0,
'directors': ['Edwin L. Marin'],
'actors': ['Frank Morgan', 'Guy Kibbee', 'Slim Summerville'],
'genres': ['Comedy', 'Drama', 'Western']},
{'title': 'The Happening',
'year': 1967,
'rating': 5.6,
'directors': ['Elliot Silverstein'],
'actors': ['Anthony Quinn',
'George Maharis',
'Michael Parks',
'Robert Walker Jr.'],
'genres': ['Comedy']},
{'title': 'Boys Town',
'year': 1938,
'rating': 7.3,
'directors': ['Norman Taurog'],
'actors': ['Spencer Tracy', 'Mickey Rooney', 'Henry Hull', 'Leslie Fenton'],
'genres': ['Drama']},
{'title': 'Moonfleet',
'year': 1955,
'rating': 6.8,
'directors': ['Fritz Lang'],
'actors': ['Stewart Granger', 'George Sanders'],
'genres': ['Adventure', 'Drama']},
{'title': 'Mister Roberts',
'year': 1955,
'rating': 7.8,
'directors': ['Joshua Logan', 'John Ford', 'Mervyn LeRoy'],
'actors': ['Henry Fonda', 'James Cagney', 'William Powell', 'Jack Lemmon'],
'genres': ['Comedy', 'Drama', 'War']},
{'title': 'Ransom!',
'year': 1956,
'rating': 7.0,
'directors': ['Alex Segal'],
'actors': ['Glenn Ford', 'Leslie Nielsen', 'Juano Hernandez'],
'genres': ['Crime', 'Drama']},
{'title': 'Facade',
'year': 1999,
'rating': 4.7,
'directors': ['Carl Colpaert'],
'actors': ['Eric Roberts', 'Angus Macfadyen', 'Brad Garrett'],
'genres': ['Action', 'Thriller']},
{'title': 'Escape from New York',
'year': 1981,
'rating': 7.2,
'directors': ['John Carpenter'],
'actors': ['Kurt Russell',
'Lee Van Cleef',
'Ernest Borgnine',
'Donald Pleasence'],
'genres': ['Action', 'Sci-Fi']},
{'title': 'The Express',
'year': 2008,
'rating': 7.3,
'directors': ['Gary Fleder'],
'actors': ['Rob Brown',
'Dennis Quaid',
'Clancy Brown',
'Darrin Dewitt Henson'],
'genres': ['Drama', 'Sport']},
{'title': 'Cahill U.S. Marshal',
'year': 1973,
'rating': 6.5,
'directors': ['Andrew V. McLaglen'],
'actors': ['John Wayne', 'George Kennedy', 'Gary Grimes', 'Neville Brand'],
'genres': ['Drama', 'Western']},
{'title': 'Inception',
'year': 2010,
'rating': 8.8,
'directors': ['Christopher Nolan'],
'actors': ['Leonardo DiCaprio', 'Joseph Gordon-Levitt', 'Ken Watanabe'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'La Cucaracha',
'year': 1998,
'rating': 6.3,
'directors': ['Jack Perez'],
'actors': ['Eric Roberts',
'Joaquim de Almeida',
'Victor Rivers',
'James McManus'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Last Unicorn',
'year': 1982,
'rating': 7.5,
'directors': ['Arthur Rankin Jr.', 'Jules Bass'],
'actors': ['Jeff Bridges', 'Alan Arkin'],
'genres': ['Adventure', 'Animation', 'Drama']},
{'title': 'Heat',
'year': 1995,
'rating': 8.2,
'directors': ['Michael Mann'],
'actors': ['Al Pacino', 'Robert De Niro', 'Val Kilmer', 'Jon Voight'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': "Joe's War",
'year': 2017,
'rating': 4.3,
'directors': ['Phil Falcone'],
'actors': ['Michael Markiewicz',
'Armand Assante',
'Tom Sizemore',
'Edward Asner'],
'genres': ['Drama']},
{'title': "Heaven's Prisoners",
'year': 1996,
'rating': 5.7,
'directors': ['Phil Joanou'],
'actors': ['Alec Baldwin', 'Eric Roberts'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'Way Down East',
'year': 1935,
'rating': 6.1,
'directors': ['Henry King'],
'actors': ['Henry Fonda', 'Slim Summerville', 'Edward Trevor'],
'genres': ['Drama', 'Romance']},
{'title': 'Hellfighters',
'year': 1968,
'rating': 6.6,
'directors': ['Andrew V. McLaglen'],
'actors': ['John Wayne', 'Jim Hutton'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Search for the Gods',
'year': 1975,
'rating': 5.8,
'directors': ['Jud Taylor'],
'actors': ['Kurt Russell', 'Stephen McHattie', 'Raymond St. Jacques'],
'genres': ['Drama']},
{'title': 'Trouble Along the Way',
'year': 1953,
'rating': 6.9,
'directors': ['Michael Curtiz'],
'actors': ['John Wayne', 'Charles Coburn', 'Tom Tully'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Abstraction',
'year': 2013,
'rating': 5.6,
'directors': ['Prince Bagdasarian'],
'actors': ['Hunter Ives', 'Ken Davitian', 'Eric Roberts'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': 'The Heir Apparent: Largo Winch',
'year': 2008,
'rating': 6.5,
'directors': ['Jérôme Salle'],
'actors': ['Tomer Sisley', "Predrag 'Miki' Manojlovic"],
'genres': ['Action', 'Adventure', 'Thriller']},
{'title': 'The Lodger',
'year': 1944,
'rating': 7.2,
'directors': ['John Brahm'],
'actors': ['Laird Cregar', 'George Sanders', 'Cedric Hardwicke'],
'genres': ['Crime', 'Horror', 'Mystery']},
{'title': 'Fade to Black',
'year': 1980,
'rating': 5.9,
'directors': ['Vernon Zimmerman'],
'actors': ['Dennis Christopher', 'Tim Thomerson', 'Norman Burton'],
'genres': ['Comedy', 'Horror', 'Thriller']},
{'title': 'Where Pigeons Go to Die',
'year': 1990,
'rating': 7.5,
'directors': ['Michael Landon'],
'actors': ['Michael Faustino',
'Richard Bull',
'Art Carney',
'Cliff De Young'],
'genres': ['Drama']},
{'title': 'Chisum',
'year': 1970,
'rating': 6.9,
'directors': ['Andrew V. McLaglen'],
'actors': ['John Wayne',
'Forrest Tucker',
'Christopher George',
'Ben Johnson'],
'genres': ['Western']},
{'title': 'The Cheyenne Social Club',
'year': 1970,
'rating': 6.9,
'directors': ['Gene Kelly'],
'actors': ['James Stewart', 'Henry Fonda'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'The Searchers',
'year': 1956,
'rating': 8.0,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Jeffrey Hunter', 'Ward Bond'],
'genres': ['Adventure', 'Drama', 'Western']},
{'title': 'Secrets of Life',
'year': 1956,
'rating': 7.9,
'directors': ['James Algar'],
'actors': ['Winston Hibler'],
'genres': ['Family']},
{'title': 'Gang Related',
'year': 1997,
'rating': 6.5,
'directors': ['Jim Kouf'],
'actors': ['Jim Belushi', 'Tupac Shakur', 'Dennis Quaid'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'The Hearst and Davies Affair',
'year': 1985,
'rating': 6.0,
'directors': ['David Lowell Rich'],
'actors': ['Robert Mitchum', 'Fritz Weaver'],
'genres': ['Drama', 'Romance']},
{'title': 'Samurai Wolf II',
'year': 1967,
'rating': 7.2,
'directors': ['Hideo Gosha'],
'actors': ['Isao Natsuyagi', 'Ichirô Nakatani', 'Bin Amatsu'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Lord Jeff',
'year': 1938,
'rating': 6.7,
'directors': ['Sam Wood'],
'actors': ['Freddie Bartholomew',
'Mickey Rooney',
'Charles Coburn',
'Herbert Mundin'],
'genres': ['Crime', 'Drama']},
{'title': 'Love Is a Headache',
'year': 1938,
'rating': 6.1,
'directors': ['Richard Thorpe'],
'actors': ['Franchot Tone', 'Ted Healy', 'Mickey Rooney'],
'genres': ['Comedy', 'Romance']},
{'title': 'Love Finds Andy Hardy',
'year': 1938,
'rating': 6.9,
'directors': ['George B. Seitz'],
'actors': ['Mickey Rooney', 'Lewis Stone'],
'genres': ['Comedy', 'Romance']},
{'title': 'Rocky Mountain Mystery',
'year': 1935,
'rating': 6.0,
'directors': ['Charles Barton'],
'actors': ['Randolph Scott', "Charles 'Chic' Sale", 'George F. Marion'],
'genres': ['Mystery', 'Western']},
{'title': 'Allegheny Uprising',
'year': 1939,
'rating': 6.4,
'directors': ['William A. Seiter'],
'actors': ['John Wayne', 'George Sanders', 'Brian Donlevy'],
'genres': ['Adventure', 'History', 'Western']},
{'title': 'The Quiet Man',
'year': 1952,
'rating': 7.8,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Barry Fitzgerald', 'Ward Bond'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Against All Flags',
'year': 1952,
'rating': 6.7,
'directors': ['George Sherman'],
'actors': ['Errol Flynn', 'Anthony Quinn'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Affair in Trinidad',
'year': 1952,
'rating': 6.7,
'directors': ['Vincent Sherman'],
'actors': ['Glenn Ford', 'Alexander Scourby'],
'genres': ['Crime', 'Drama']},
{'title': 'Cast a Giant Shadow',
'year': 1966,
'rating': 6.4,
'directors': ['Melville Shavelson'],
'actors': ['Kirk Douglas', 'John Wayne', 'Frank Sinatra'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'Summer Solstice',
'year': 1981,
'rating': 7.7,
'directors': ['Ralph Rosenblum'],
'actors': ['Henry Fonda', 'Stephen Collins'],
'genres': ['Drama', 'Romance']},
{'title': 'The Lone Ranger and the Lost City of Gold',
'year': 1958,
'rating': 7.0,
'directors': ['Lesley Selander'],
'actors': ['Clayton Moore',
'Jay Silverheels',
'Douglas Kennedy',
'Charles Watts'],
'genres': ['Action', 'Adventure', 'Western']},
{'title': 'Man of the Forest',
'year': 1933,
'rating': 5.7,
'directors': ['Henry Hathaway'],
'actors': ['Barton MacLane', 'Randolph Scott', 'Harry Carey', 'Noah Beery'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'A Dog Year',
'year': 2009,
'rating': 6.1,
'directors': ['George LaVoo'],
'actors': ['Jeff Bridges', 'Domhnall Gleeson'],
'genres': ['Comedy', 'Drama']},
{'title': 'DragonHeart',
'year': 1996,
'rating': 6.4,
'directors': ['Rob Cohen'],
'actors': ['Dennis Quaid', 'Sean Connery', 'Pete Postlethwaite'],
'genres': ['Action', 'Adventure', 'Fantasy']},
{'title': 'Pushing Dead',
'year': 2016,
'rating': 6.7,
'directors': ['Tom E. Brown'],
'actors': ['James Roday', 'Danny Glover'],
'genres': ['Comedy', 'Drama']},
{'title': 'Mooz-Lum',
'year': 2010,
'rating': 6.7,
'directors': ['Qasim Basir'],
'actors': ['Evan Ross', 'Roger Guenveur Smith', 'Danny Glover'],
'genres': ['Drama', 'Family']},
{'title': 'The Affair',
'year': 1995,
'rating': 6.5,
'directors': ['Paul Seed'],
'actors': ['Courtney B. Vance', 'Leland Gantt', 'Ned Beatty'],
'genres': ['Drama', 'Romance']},
{'title': "Now You See Him, Now You Don't",
'year': 1972,
'rating': 6.3,
'directors': ['Robert Butler'],
'actors': ['Kurt Russell', 'Cesar Romero', 'Joe Flynn', 'Jim Backus'],
'genres': ['Comedy', 'Family', 'Sci-Fi']},
{'title': 'White Lightning',
'year': 1973,
'rating': 6.4,
'directors': ['Joseph Sargent'],
'actors': ['Burt Reynolds', 'Ned Beatty', 'Bo Hopkins'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Mask of the Avenger',
'year': 1951,
'rating': 6.5,
'directors': ['Phil Karlson'],
'actors': ['John Derek', 'Anthony Quinn', 'Arnold Moss'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'On Our Merry Way',
'year': 1948,
'rating': 5.9,
'directors': ['George Stevens',
'Leslie Fenton',
'King Vidor',
'John Huston'],
'actors': ['Burgess Meredith', 'James Stewart', 'Henry Fonda'],
'genres': ['Comedy', 'Music', 'Romance']},
{'title': 'Legendary',
'year': 2010,
'rating': 6.2,
'directors': ['Mel Damski'],
'actors': ['John Cena', 'Danny Glover', 'Devon Graye'],
'genres': ['Drama', 'Sport']},
{'title': 'Living with the Dead',
'year': 2002,
'rating': 7.1,
'directors': ['Stephen Gyllenhaal'],
'actors': ['Ted Danson', 'Michael Moriarty'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Used Cars',
'year': 1980,
'rating': 6.8,
'directors': ['Robert Zemeckis'],
'actors': ['Kurt Russell', 'Jack Warden', 'Gerrit Graham', 'Frank McRae'],
'genres': ['Comedy']},
{'title': 'Gammera the Invincible',
'year': 1966,
'rating': 5.1,
'directors': ['Noriaki Yuasa', 'Sandy Howard'],
'actors': ['Albert Dekker', 'Brian Donlevy', 'John Baragrey'],
'genres': ['Family', 'Sci-Fi']},
{'title': 'Song of Scheherazade',
'year': 1947,
'rating': 6.5,
'directors': ['Walter Reisch'],
'actors': ['Brian Donlevy', 'Jean-Pierre Aumont'],
'genres': ['Adventure', 'Drama']},
{'title': 'Ride the High Country',
'year': 1962,
'rating': 7.5,
'directors': ['Sam Peckinpah'],
'actors': ['Joel McCrea', 'Randolph Scott', 'Ron Starr'],
'genres': ['Western']},
{'title': 'The Good Neighbor',
'year': 2016,
'rating': 6.3,
'directors': ['Kasra Farahani'],
'actors': ['James Caan', 'Logan Miller', 'Keir Gilchrist'],
'genres': ['Crime', 'Drama', 'Horror']},
{'title': "Siren's Kiss",
'year': 1995,
'rating': 4.4,
'directors': ['Edward Holzman'],
'actors': ['Bobby Johnston'],
'genres': ['Drama']},
{'title': 'The Saint Strikes Back',
'year': 1939,
'rating': 6.3,
'directors': ['John Farrow'],
'actors': ['George Sanders', 'Jonathan Hale', 'Jerome Cowan'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Saint in London',
'year': 1939,
'rating': 6.5,
'directors': ['John Paddy Carstairs'],
'actors': ['George Sanders', 'David Burns', 'Gordon McLeod'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': '2001: A Space Odyssey',
'year': 1968,
'rating': 8.3,
'directors': ['Stanley Kubrick'],
'actors': ['Keir Dullea',
'Gary Lockwood',
'William Sylvester',
'Daniel Richter'],
'genres': ['Adventure', 'Sci-Fi']},
{'title': '5 Card Stud',
'year': 1968,
'rating': 6.6,
'directors': ['Henry Hathaway'],
'actors': ['Dean Martin', 'Robert Mitchum', 'Roddy McDowall'],
'genres': ['Mystery', 'Romance', 'Western']},
{'title': 'Five Minarets in New York',
'year': 2010,
'rating': 5.9,
'directors': ['Mahsun Kirmizigül'],
'actors': ['Haluk Bilginer', 'Danny Glover', 'Mahsun Kirmizigül'],
'genres': ['Drama']},
{'title': 'Nausicaä of the Valley of the Wind',
'year': 1984,
'rating': 8.1,
'directors': ['Hayao Miyazaki'],
'actors': ['Mahito Tsujimura', 'Gorô Naya'],
'genres': ['Adventure', 'Animation', 'Fantasy']},
{'title': 'I, the Jury',
'year': 1982,
'rating': 5.9,
'directors': ['Richard T. Heffron'],
'actors': ['Armand Assante', 'Alan King'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Great Diamond Robbery',
'year': 1954,
'rating': 5.9,
'directors': ['Robert Z. Leonard'],
'actors': ['Red Skelton', 'James Whitmore', 'Kurt Kasznar'],
'genres': ['Comedy', 'Crime']},
{'title': 'Amelia',
'year': 2009,
'rating': 5.8,
'directors': ['Mira Nair'],
'actors': ['Richard Gere', 'Ewan McGregor', 'Christopher Eccleston'],
'genres': ['Adventure', 'Drama']},
{'title': 'The Pilgrim',
'year': 1923,
'rating': 7.5,
'directors': ['Charles Chaplin'],
'actors': ['Loyal Underwood',
'Charles Chaplin',
'Syd Chaplin',
'Dean Riesner',
'Charles Reisner',
'Tom Murray',
'Mack Swain'],
'genres': ['Comedy']},
{'title': 'Watch Out for the Automobile',
'year': 1966,
'rating': 8.3,
'directors': ['Eldar Ryazanov'],
'actors': ['Innokentiy Smoktunovskiy', 'Oleg Efremov', 'Anatoliy Papanov'],
'genres': ['Comedy', 'Crime', 'Romance']},
{'title': 'A Big Hand for the Little Lady',
'year': 1966,
'rating': 7.4,
'directors': ['Fielder Cook'],
'actors': ['Henry Fonda', 'Jason Robards', 'Paul Ford'],
'genres': ['Western']},
{'title': 'Mister Moses',
'year': 1965,
'rating': 6.4,
'directors': ['Ronald Neame'],
'actors': ['Robert Mitchum', 'Ian Bannen', 'Alexander Knox'],
'genres': ['Adventure']},
{'title': 'The Immortals',
'year': 1995,
'rating': 5.8,
'directors': ['Brian Grant'],
'actors': ['Eric Roberts', 'Joe Pantoliano', 'Tony Curtis'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Quicksand',
'year': 1950,
'rating': 6.6,
'directors': ['Irving Pichel'],
'actors': ['Mickey Rooney', 'Peter Lorre'],
'genres': ['Crime', 'Drama']},
{'title': 'Halálos tavasz',
'year': 1939,
'rating': 7.2,
'directors': ['László Kalmár'],
'actors': ['Pál Jávor'],
'genres': ['Drama']},
{'title': 'The Green Glove',
'year': 1952,
'rating': 6.4,
'directors': ['Rudolph Maté'],
'actors': ['Glenn Ford', 'Cedric Hardwicke', 'George Macready'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Trouble with Spies',
'year': 1987,
'rating': 4.0,
'directors': ['Burt Kennedy'],
'actors': ['Donald Sutherland', 'Ned Beatty'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'I Love You, Alice B. Toklas!',
'year': 1968,
'rating': 6.3,
'directors': ['Hy Averback'],
'actors': ['Peter Sellers'],
'genres': ['Comedy', 'Romance']},
{'title': 'Misery',
'year': 1990,
'rating': 7.8,
'directors': ['Rob Reiner'],
'actors': ['James Caan', 'Richard Farnsworth'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Igor',
'year': 2008,
'rating': 6.0,
'directors': ['Tony Leondis'],
'actors': ['John Cusack', 'Steve Buscemi'],
'genres': ['Animation', 'Comedy', 'Family']},
{'title': 'TRON: Legacy',
'year': 2010,
'rating': 6.8,
'directors': ['Joseph Kosinski'],
'actors': ['Jeff Bridges', 'Garrett Hedlund', 'Bruce Boxleitner'],
'genres': ['Action', 'Adventure', 'Fantasy']},
{'title': 'The Americano',
'year': 1955,
'rating': 5.6,
'directors': ['William Castle'],
'actors': ['Glenn Ford', 'Frank Lovejoy', 'Cesar Romero'],
'genres': ['Adventure', 'Western']},
{'title': 'In Montauk',
'year': 2012,
'rating': 7.7,
'directors': ['Kim Cummings'],
'actors': ['Lukas Hassel', 'George Katt'],
'genres': ['Drama', 'Romance']},
{'title': 'Duck, You Sucker',
'year': 1971,
'rating': 7.7,
'directors': ['Sergio Leone'],
'actors': ['Rod Steiger', 'James Coburn', 'Romolo Valli'],
'genres': ['Drama', 'War', 'Western']},
{'title': 'Kansas Raiders',
'year': 1950,
'rating': 6.3,
'directors': ['Ray Enright'],
'actors': ['Tony Curtis', 'Audie Murphy', 'Brian Donlevy', 'Scott Brady'],
'genres': ['Western']},
{'title': 'Guilty by Suspicion',
'year': 1991,
'rating': 6.5,
'directors': ['Irwin Winkler'],
'actors': ['Robert De Niro', 'George Wendt'],
'genres': ['Drama']},
{'title': 'To the Last Man',
'year': 1933,
'rating': 6.5,
'directors': ['Henry Hathaway'],
'actors': ['Noah Beery',
'Randolph Scott',
'Jack La Rue',
'Buster Crabbe',
'Barton MacLane'],
'genres': ['Romance', 'Western']},
{'title': 'The Crimson Ghost',
'year': 1946,
'rating': 7.1,
'directors': ['William Witney', 'Fred C. Brannon'],
'actors': ['Charles Quigley', 'Clayton Moore', 'I. Stanford Jolley'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': 'Fatal Instinct',
'year': 1993,
'rating': 5.7,
'directors': ['Carl Reiner'],
'actors': ['Armand Assante'],
'genres': ['Comedy', 'Crime', 'Thriller']},
{'title': 'Sleepers',
'year': 1996,
'rating': 7.6,
'directors': ['Barry Levinson'],
'actors': ['Robert De Niro', 'Kevin Bacon', 'Brad Pitt', 'Jason Patric'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Dreamer: Inspired by a True Story',
'year': 2005,
'rating': 6.9,
'directors': ['John Gatins'],
'actors': ['Kurt Russell', 'Oded Fehr', 'Kris Kristofferson'],
'genres': ['Drama', 'Family', 'Sport']},
{'title': 'Mikey and Nicky',
'year': 1976,
'rating': 7.4,
'directors': ['Elaine May'],
'actors': ['Peter Falk', 'John Cassavetes', 'Ned Beatty'],
'genres': ['Crime', 'Drama']},
{'title': 'City Lights',
'year': 1931,
'rating': 8.5,
'directors': ['Charles Chaplin'],
'actors': ['Charles Chaplin', 'Harry Myers'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Lonely Guy',
'year': 1984,
'rating': 6.2,
'directors': ['Arthur Hiller'],
'actors': ['Steve Martin', 'Charles Grodin', 'Steve Lawrence'],
'genres': ['Comedy']},
{'title': 'T.R. Baskin',
'year': 1971,
'rating': 6.3,
'directors': ['Herbert Ross'],
'actors': ['Peter Boyle', 'James Caan'],
'genres': ['Drama']},
{'title': 'Against Her Will: The Carrie Buck Story',
'year': 1994,
'rating': 7.4,
'directors': ['John David Coles'],
'actors': ['Peter Frechette', 'Pat Hingle'],
'genres': ['Drama']},
{'title': 'Lillian Russell',
'year': 1940,
'rating': 6.7,
'directors': ['Irving Cummings'],
'actors': ['Leo Carrillo',
'Don Ameche',
'Henry Fonda',
'Edward Arnold',
'Warren William'],
'genres': ['Drama']},
{'title': 'Lucy & Desi: Before the Laughter',
'year': 1991,
'rating': 6.6,
'directors': ['Charles Jarrott'],
'actors': ['Maurice Benard', 'John Wheeler'],
'genres': ['Drama', 'Romance']},
{'title': 'Blackboard Jungle',
'year': 1955,
'rating': 7.4,
'directors': ['Richard Brooks'],
'actors': ['Glenn Ford', 'Louis Calhern'],
'genres': ['Crime', 'Drama']},
{'title': 'Transatlantic Tunnel',
'year': 1935,
'rating': 6.2,
'directors': ['Maurice Elvey'],
'actors': ['Richard Dix', 'Leslie Banks'],
'genres': ['Drama', 'Sci-Fi']},
{'title': 'The Dawn Rider',
'year': 1935,
'rating': 5.2,
'directors': ['Robert N. Bradbury'],
'actors': ['John Wayne', 'Dennis Moore', 'Reed Howes'],
'genres': ['Western']},
{'title': "Judge Hardy's Children",
'year': 1938,
'rating': 6.8,
'directors': ['George B. Seitz'],
'actors': ['Mickey Rooney', 'Lewis Stone'],
'genres': ['Comedy', 'Romance']},
{'title': 'Ash Wednesday',
'year': 1973,
'rating': 5.1,
'directors': ['Larry Peerce'],
'actors': ['Henry Fonda', 'Helmut Berger', 'Keith Baxter'],
'genres': ['Drama', 'Mystery']},
{'title': 'Distant Thunder',
'year': 1973,
'rating': 8.1,
'directors': ['Satyajit Ray'],
'actors': ['Soumitra Chatterjee'],
'genres': ['Drama']},
{'title': 'Drums in the Deep South',
'year': 1951,
'rating': 5.8,
'directors': ['William Cameron Menzies'],
'actors': ['James Craig', 'Guy Madison', 'Barton MacLane'],
'genres': ['Drama', 'History', 'Romance']},
{'title': 'Strange Deception',
'year': 1951,
'rating': 7.2,
'directors': ['Curzio Malaparte'],
'actors': ['Raf Vallone', 'Alain Cuny', 'Gino Cervi'],
'genres': ['Drama', 'Mystery', 'War']},
{'title': 'The Man from Colorado',
'year': 1948,
'rating': 6.7,
'directors': ['Henry Levin'],
'actors': ['Glenn Ford', 'William Holden', 'Ray Collins'],
'genres': ['Romance', 'Western']},
{'title': 'The Words',
'year': 2012,
'rating': 7.1,
'directors': ['Lee Sternthal', 'Brian Klugman'],
'actors': ['Bradley Cooper', 'Dennis Quaid'],
'genres': ['Drama', 'Mystery', 'Romance']},
{'title': 'To Each, Her Own',
'year': 2018,
'rating': 5.1,
'directors': ['Myriam Aziza'],
'actors': ['Jean-Christophe Folly'],
'genres': ['Comedy']},
{'title': 'Flame of Barbary Coast',
'year': 1945,
'rating': 6.4,
'directors': ['Joseph Kane'],
'actors': ['John Wayne', 'Joseph Schildkraut', 'William Frawley'],
'genres': ['Romance', 'Western']},
{'title': 'The Last Time I Saw Archie',
'year': 1961,
'rating': 6.0,
'directors': ['Jack Webb'],
'actors': ['Robert Mitchum', 'Jack Webb'],
'genres': ['Comedy', 'Romance', 'War']},
{'title': 'Thief',
'year': 1981,
'rating': 7.4,
'directors': ['Michael Mann'],
'actors': ['James Caan', 'Willie Nelson', 'Jim Belushi'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Idol of the Crowds',
'year': 1937,
'rating': 6.2,
'directors': ['Arthur Lubin'],
'actors': ['John Wayne', 'Charles Brokaw', 'Bill Burrud'],
'genres': ['Drama', 'Romance', 'Sport']},
{'title': 'Ransom',
'year': 1996,
'rating': 6.6,
'directors': ['Ron Howard'],
'actors': ['Mel Gibson', 'Gary Sinise', 'Brawley Nolte'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'Cold and Dark',
'year': 2005,
'rating': 4.1,
'directors': ['Andrew Goth'],
'actors': ['Luke Goss', 'Kevin Howarth', 'Matt Lucas'],
'genres': ['Crime', 'Horror', 'Thriller']},
{'title': 'Holiday Affair',
'year': 1949,
'rating': 7.2,
'directors': ['Don Hartman'],
'actors': ['Robert Mitchum', 'Wendell Corey', 'Gordon Gebert'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Hoffa',
'year': 1992,
'rating': 6.6,
'directors': ['Danny DeVito'],
'actors': ['Jack Nicholson', 'Danny DeVito', 'Armand Assante', 'J.T. Walsh'],
'genres': ['Crime', 'Drama']},
{'title': 'High Rollers',
'year': 1976,
'rating': 7.6,
'directors': ['Sergio Corbucci'],
'actors': ['Anthony Quinn', 'Adriano Celentano', 'Ugo Bologna'],
'genres': ['Comedy', 'Crime']},
{'title': 'The Great Bank Hoax',
'year': 1978,
'rating': 5.0,
'directors': ['Joseph Jacoby'],
'actors': ['Richard Basehart', 'Ned Beatty', 'Burgess Meredith'],
'genres': ['Comedy']},
{'title': 'So Ends Our Night',
'year': 1941,
'rating': 6.9,
'directors': ['John Cromwell'],
'actors': ['Fredric March', 'Glenn Ford'],
'genres': ['Drama', 'War']},
{'title': 'Scared Stiff',
'year': 1945,
'rating': 4.9,
'directors': ['Frank McDonald'],
'actors': ['Jack Haley', 'Barton MacLane'],
'genres': ['Comedy', 'Mystery']},
{'title': 'Serenity',
'year': 2005,
'rating': 7.9,
'directors': ['Joss Whedon'],
'actors': ['Nathan Fillion', 'Chiwetel Ejiofor', 'Alan Tudyk'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'Death Proof',
'year': 2007,
'rating': 7.0,
'directors': ['Quentin Tarantino'],
'actors': ['Kurt Russell'],
'genres': ['Action', 'Thriller']},
{'title': 'The Music Room',
'year': 1958,
'rating': 8.1,
'directors': ['Satyajit Ray'],
'actors': ['Chhabi Biswas', 'Gangapada Basu', 'Bismillah Khan'],
'genres': ['Drama', 'Music']},
{'title': 'Sagebrush Trail',
'year': 1933,
'rating': 5.4,
'directors': ['Armand Schaefer'],
'actors': ['John Wayne', 'Lane Chandler', 'Yakima Canutt'],
'genres': ['Western']},
{'title': 'Full Metal Jacket',
'year': 1987,
'rating': 8.3,
'directors': ['Stanley Kubrick'],
'actors': ['Matthew Modine',
'R. Lee Ermey',
"Vincent D'Onofrio",
'Adam Baldwin'],
'genres': ['Drama', 'War']},
{'title': 'Madness',
'year': 1980,
'rating': 5.7,
'directors': ['Fernando Di Leo'],
'actors': ['Joe Dallesandro', 'Gianni Macchia'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Hostage Flight',
'year': 1985,
'rating': 6.7,
'directors': ['Steven Hilliard Stern'],
'actors': ['Ned Beatty', 'René Enríquez', 'Jack Gilford'],
'genres': ['Thriller']},
{'title': 'American Dreamz',
'year': 2006,
'rating': 5.5,
'directors': ['Paul Weitz'],
'actors': ['Hugh Grant', 'Dennis Quaid', 'Willem Dafoe'],
'genres': ['Comedy', 'Music']},
{'title': 'The Paperboy',
'year': 2012,
'rating': 5.8,
'directors': ['Lee Daniels'],
'actors': ['Matthew McConaughey', 'John Cusack', 'Zac Efron'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Young Billy Young',
'year': 1969,
'rating': 5.7,
'directors': ['Burt Kennedy'],
'actors': ['Robert Mitchum', 'Robert Walker Jr.', 'David Carradine'],
'genres': ['Action', 'Romance', 'Western']},
{'title': 'The Show-Off',
'year': 1926,
'rating': 6.9,
'directors': ['Malcolm St. Clair'],
'actors': ['Gregory Kelly', 'Ford Sterling', 'Charles Goodrich'],
'genres': ['Comedy', 'Drama']},
{'title': 'Judge Hardy and Son',
'year': 1939,
'rating': 6.9,
'directors': ['George B. Seitz'],
'actors': ['Mickey Rooney', 'Lewis Stone'],
'genres': ['Comedy']},
{'title': 'The Shift',
'year': 2013,
'rating': 5.9,
'directors': ['Lee Cipolla'],
'actors': ['Leo Oliva', 'Danny Glover'],
'genres': ['Drama']},
{'title': 'Flight of the Intruder',
'year': 1991,
'rating': 5.7,
'directors': ['John Milius'],
'actors': ['Danny Glover', 'Willem Dafoe', 'Brad Johnson'],
'genres': ['Action', 'Drama', 'Thriller']},
{'title': 'A Date with the Falcon',
'year': 1942,
'rating': 6.5,
'directors': ['Irving Reis'],
'actors': ['George Sanders', 'James Gleason', 'Allen Jenkins'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'My Favorite Wife',
'year': 1940,
'rating': 7.4,
'directors': ['Garson Kanin'],
'actors': ['Cary Grant', 'Randolph Scott'],
'genres': ['Comedy', 'Romance']},
{'title': "You Can't Escape Forever",
'year': 1942,
'rating': 6.2,
'directors': ['Jo Graham'],
'actors': ['George Brent', 'Gene Lockhart', 'Roscoe Karns'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Christmas Miracle in Caufield, U.S.A.',
'year': 1977,
'rating': 6.4,
'directors': ['Jud Taylor'],
'actors': ['Mitchell Ryan',
'Kurt Russell',
'Andrew Prine',
'John Carradine'],
'genres': ['Drama']},
{'title': '2 Bedroom 1 Bath',
'year': 2014,
'rating': 4.0,
'directors': ['Stanley Yung'],
'actors': ['Eric Roberts', 'Andrew W. Walker'],
'genres': ['Horror', 'Mystery', 'Thriller']},
{'title': 'A Cry in the Night',
'year': 1956,
'rating': 6.1,
'directors': ['Frank Tuttle'],
'actors': ["Edmond O'Brien", 'Brian Donlevy', 'Raymond Burr'],
'genres': ['Crime', 'Drama']},
{'title': 'Skin Traffik',
'year': 2015,
'rating': 4.6,
'directors': ['Ara Paiaya'],
'actors': ['Eric Roberts', 'Mickey Rourke'],
'genres': ['Action']},
{'title': 'OSS 117: Cairo, Nest of Spies',
'year': 2006,
'rating': 7.1,
'directors': ['Michel Hazanavicius'],
'actors': ['Jean Dujardin',
'François Damiens',
'Khalid Maadour',
'Youssef Hamid'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'Freefall',
'year': 1994,
'rating': 4.6,
'directors': ['John Irvin'],
'actors': ['Eric Roberts', 'Jeff Fahey', 'Ron Smerczak'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Best of the Best II',
'year': 1993,
'rating': 5.4,
'directors': ['Robert Radler'],
'actors': ['Eric Roberts', 'Phillip Rhee', 'Chris Penn', 'Edan Gross'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'The Girl in the Show',
'year': 1929,
'rating': 6.5,
'directors': ['Edgar Selwyn'],
'actors': ['Raymond Hackett', 'Edward J. Nugent'],
'genres': ['Comedy']},
{'title': 'The Girl-Getters',
'year': 1964,
'rating': 7.3,
'directors': ['Michael Winner'],
'actors': ['Oliver Reed', 'Harry Andrews'],
'genres': ['Drama']},
{'title': 'Elf',
'year': 2003,
'rating': 6.9,
'directors': ['Jon Favreau'],
'actors': ['Will Ferrell', 'James Caan', 'Bob Newhart'],
'genres': ['Comedy', 'Family', 'Fantasy']},
{'title': 'Bone Tomahawk',
'year': 2015,
'rating': 7.1,
'directors': ['S. Craig Zahler'],
'actors': ['Kurt Russell',
'Patrick Wilson',
'Matthew Fox',
'Richard Jenkins'],
'genres': ['Adventure', 'Drama', 'Horror']},
{'title': 'Augustine: The Decline of the Roman Empire',
'year': 2010,
'rating': 6.7,
'directors': ['Christian Duguay'],
'actors': ['Alessandro Preziosi', 'Alexander Held', 'Johannes Brandrup'],
'genres': ['Drama', 'History']},
{'title': 'Adult World',
'year': 2013,
'rating': 6.2,
'directors': ['Scott Coffey'],
'actors': ['Evan Peters', 'John Cusack'],
'genres': ['Comedy', 'Drama']},
{'title': 'Runaway Jury',
'year': 2003,
'rating': 7.1,
'directors': ['Gary Fleder'],
'actors': ['John Cusack', 'Gene Hackman', 'Dustin Hoffman'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Swing Shift',
'year': 1984,
'rating': 5.9,
'directors': ['Jonathan Demme'],
'actors': ['Kurt Russell', 'Fred Ward'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Raging Bull',
'year': 1980,
'rating': 8.2,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Joe Pesci', 'Frank Vincent'],
'genres': ['Drama', 'Sport']},
{'title': 'The Lost Capone',
'year': 1990,
'rating': 5.9,
'directors': ['John Gray'],
'actors': ['Adrian Pasdar', 'Eric Roberts', 'Titus Welliver'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'A Child Lost Forever: The Jerry Sherwood Story',
'year': 1992,
'rating': 6.8,
'directors': ['Claudia Weill'],
'actors': ['Michael McGrady', 'Max Gail'],
'genres': ['Drama']},
{'title': 'The Raven',
'year': 2012,
'rating': 6.4,
'directors': ['James McTeigue'],
'actors': ['John Cusack', 'Luke Evans', 'Brendan Gleeson'],
'genres': ['Crime', 'Mystery', 'Thriller']},
{'title': 'Fukrey Returns',
'year': 2017,
'rating': 6.5,
'directors': ['Mrighdeep Lamba'],
'actors': ['Pulkit Samrat', 'Manjot Singh', 'Ali Fazal', 'Varun Sharma'],
'genres': ['Comedy']},
{'title': 'American Sniper',
'year': 2014,
'rating': 7.3,
'directors': ['Clint Eastwood'],
'actors': ['Bradley Cooper', 'Kyle Gallner', 'Cole Konis'],
'genres': ['Action', 'Drama']},
{'title': 'Cloudy Sunday',
'year': 2015,
'rating': 6.5,
'directors': ['Manousos Manousakis'],
'actors': ['Andreas Konstantinou', 'Haris Fragoulis'],
'genres': ['Drama', 'Music', 'War']},
{'title': 'Blood Vows: The Story of a Mafia Wife',
'year': 1987,
'rating': 6.5,
'directors': ['Paul Wendkos'],
'actors': ['Joe Penny', 'Anthony Franciosa'],
'genres': ['Crime', 'Drama']},
{'title': 'Shattered Dreams',
'year': 1990,
'rating': 5.8,
'directors': ['Robert Iscove'],
'actors': ['Michael Nouri', 'James Karen'],
'genres': ['Drama']},
{'title': "Satan's Black Wedding",
'year': 1976,
'rating': 4.7,
'directors': ['Nick Millard'],
'actors': ['Greg Braddock', 'Ray Myles', 'Barrett Cooper'],
'genres': ['Horror']},
{'title': 'El Dorado',
'year': 1967,
'rating': 7.6,
'directors': ['Howard Hawks'],
'actors': ['John Wayne', 'Robert Mitchum', 'James Caan'],
'genres': ['Drama', 'Romance', 'Western']},
{'title': 'Terror on a Train',
'year': 1953,
'rating': 6.2,
'directors': ['Ted Tetzlaff'],
'actors': ['Glenn Ford', 'Maurice Denham', 'Harcourt Williams'],
'genres': ['Crime', 'Thriller']},
{'title': 'Luckytown',
'year': 2000,
'rating': 4.8,
'directors': ['Paul Nicholas'],
'actors': ['James Caan', 'Vincent Kartheiser', 'Luis Guzmán'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Cradle Will Rock',
'year': 1999,
'rating': 6.9,
'directors': ['Tim Robbins'],
'actors': ['Hank Azaria', 'Rubén Blades', 'John Cusack'],
'genres': ['Drama']},
{'title': 'Fail-Safe',
'year': 1964,
'rating': 8.0,
'directors': ['Sidney Lumet'],
'actors': ['Henry Fonda', 'Walter Matthau', 'Fritz Weaver', "Dan O'Herlihy"],
'genres': ['Drama', 'Thriller']},
{'title': 'Fastest',
'year': 2011,
'rating': 7.8,
'directors': ['Mark Neale'],
'actors': ['Ewan McGregor'],
'genres': ['Action', 'Sport']},
{'title': '300',
'year': 2006,
'rating': 7.7,
'directors': ['Zack Snyder'],
'actors': ['Gerard Butler', 'David Wenham', 'Dominic West'],
'genres': ['Action', 'Fantasy']},
{'title': 'Blood Money',
'year': 2017,
'rating': 4.5,
'directors': ['Lucky McKee'],
'actors': ['Ellar Coltrane', 'Jacob Artist', 'John Cusack'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'To Sleep with Anger',
'year': 1990,
'rating': 7.1,
'directors': ['Charles Burnett'],
'actors': ['Danny Glover', 'Paul Butler', 'DeVaughn Nixon'],
'genres': ['Drama']},
{'title': 'Cairo',
'year': 1963,
'rating': 5.5,
'directors': ['Wolf Rilla'],
'actors': ['George Sanders', 'Richard Johnson', 'John Meillon'],
'genres': ['Crime', 'Drama']},
{'title': 'Beau Geste',
'year': 1939,
'rating': 7.8,
'directors': ['William A. Wellman'],
'actors': ['Gary Cooper', 'Ray Milland', 'Robert Preston', 'Brian Donlevy'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'A Reason to Live, a Reason to Die',
'year': 1972,
'rating': 6.2,
'directors': ['Tonino Valerii'],
'actors': ['James Coburn', 'Telly Savalas', 'Bud Spencer', 'Georges Géret'],
'genres': ['Western']},
{'title': 'WW 3',
'year': 2001,
'rating': 5.0,
'directors': ['Robert Mandel'],
'actors': ['Timothy Hutton', 'Lane Smith', 'Michael Constantine'],
'genres': ['Drama', 'Sport']},
{'title': 'Crossfire',
'year': 1947,
'rating': 7.4,
'directors': ['Edward Dmytryk'],
'actors': ['Robert Young', 'Robert Mitchum', 'Robert Ryan'],
'genres': ['Crime', 'Drama']},
{'title': "Before You Say 'I Do'",
'year': 2009,
'rating': 6.1,
'directors': ['Paul Fox'],
'actors': ['David Sutcliffe', 'Brad Borbridge'],
'genres': ['Comedy', 'Drama', 'Fantasy']},
{'title': 'The Saint Takes Over',
'year': 1940,
'rating': 6.6,
'directors': ['Jack Hively'],
'actors': ['George Sanders', 'Jonathan Hale', 'Paul Guilfoyle'],
'genres': ['Crime', 'Mystery']},
{'title': "The Saint's Double Trouble",
'year': 1940,
'rating': 6.0,
'directors': ['Jack Hively'],
'actors': ['George Sanders', 'Jonathan Hale', 'Bela Lugosi'],
'genres': ['Crime', 'Drama']},
{'title': 'Seminole',
'year': 1953,
'rating': 6.3,
'directors': ['Budd Boetticher'],
'actors': ['Rock Hudson', 'Anthony Quinn', 'Richard Carlson'],
'genres': ['Western']},
{'title': 'Freelancers',
'year': 2012,
'rating': 4.6,
'directors': ['Jessy Terrero'],
'actors': ['50 Cent',
'Robert De Niro',
'Forest Whitaker',
'Malcolm Goodwin'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'The Ghost Writer',
'year': 2010,
'rating': 7.2,
'directors': ['Roman Polanski'],
'actors': ['Ewan McGregor', 'Pierce Brosnan', 'Jon Bernthal'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'Bad Sister',
'year': 2015,
'rating': 5.3,
'directors': ['Doug Campbell'],
'actors': ['Devon Werkheiser'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'The Island',
'year': 2005,
'rating': 6.9,
'directors': ['Michael Bay'],
'actors': ['Ewan McGregor', 'Djimon Hounsou', 'Steve Buscemi'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'The Strongest Man in the World',
'year': 1975,
'rating': 6.0,
'directors': ['Vincent McEveety'],
'actors': ['Kurt Russell', 'Joe Flynn', 'Cesar Romero'],
'genres': ['Comedy', 'Family', 'Sci-Fi']},
{'title': 'Apache Drums',
'year': 1951,
'rating': 6.2,
'directors': ['Hugo Fregonese'],
'actors': ['Stephen McNally', 'Willard Parker', 'Arthur Shields'],
'genres': ['Western']},
{'title': 'The 25th Hour',
'year': 1967,
'rating': 7.7,
'directors': ['Henri Verneuil'],
'actors': ['Anthony Quinn', 'Grégoire Aslan', 'Michael Redgrave'],
'genres': ['Drama', 'War']},
{'title': 'Dinner with Friends',
'year': 2001,
'rating': 6.3,
'directors': ['Norman Jewison'],
'actors': ['Dennis Quaid', 'Greg Kinnear'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Fallen Angel',
'year': 2003,
'rating': 7.1,
'directors': ['Michael Switzer'],
'actors': ['Gary Sinise', 'Gordon Pinsent'],
'genres': ['Drama', 'Romance']},
{'title': 'Dragonfly',
'year': 2016,
'rating': 4.8,
'directors': ['Cara Greene', 'Maribeth Romslo'],
'actors': ['David Greene'],
'genres': ['Drama']},
{'title': 'The Winston Affair',
'year': 1964,
'rating': 6.7,
'directors': ['Guy Hamilton'],
'actors': ['Robert Mitchum', 'Barry Sullivan', 'Trevor Howard'],
'genres': ['Drama', 'War']},
{'title': 'See This Movie',
'year': 2004,
'rating': 5.4,
'directors': ['David M. Rosenthal'],
'actors': ['John Cho', 'Seth Meyers', "Raymond O'Connor", 'Jim Piddock'],
'genres': ['Comedy']},
{'title': 'Skirts Ahoy!',
'year': 1952,
'rating': 5.7,
'directors': ['Sidney Lanfield'],
'actors': ['Keefe Brasselle', 'Barry Sullivan'],
'genres': ['Comedy']},
{'title': 'A Twist of the Knife',
'year': 1993,
'rating': 6.9,
'directors': ['Jerry London'],
'actors': ['Dick Van Dyke', 'Stephen Caffrey'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Roulette',
'year': 2012,
'rating': 5.2,
'directors': ['Erik Kristopher Myers'],
'actors': ['Mike Baldwin', 'Will Haza'],
'genres': ['Drama', 'Thriller']},
{'title': 'East of Sumatra',
'year': 1953,
'rating': 5.9,
'directors': ['Budd Boetticher'],
'actors': ['Jeff Chandler', 'Anthony Quinn'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'The Fixer',
'year': 1998,
'rating': 5.0,
'directors': ['Charles Robert Carner'],
'actors': ['Jon Voight', 'J.J. Johnston', 'Miguel Sandoval'],
'genres': ['Drama']},
{'title': 'Avenging Angelo',
'year': 2002,
'rating': 5.2,
'directors': ['Martyn Burke'],
'actors': ['Sylvester Stallone', 'Anthony Quinn', 'Raoul Bova'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Arlington Road',
'year': 1999,
'rating': 7.2,
'directors': ['Mark Pellington'],
'actors': ['Jeff Bridges', 'Tim Robbins'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Go West Young Man',
'year': 1936,
'rating': 6.8,
'directors': ['Henry Hathaway'],
'actors': ['Warren William', 'Randolph Scott'],
'genres': ['Comedy']},
{'title': 'Little Darlings',
'year': 1980,
'rating': 6.5,
'directors': ['Ron Maxwell'],
'actors': ['Armand Assante', 'Matt Dillon'],
'genres': ['Comedy', 'Drama']},
{'title': "We're No Angels",
'year': 1989,
'rating': 6.1,
'directors': ['Neil Jordan'],
'actors': ['Robert De Niro', 'Sean Penn', 'Hoyt Axton'],
'genres': ['Comedy', 'Crime']},
{'title': 'Thunder Road',
'year': 1958,
'rating': 6.7,
'directors': ['Arthur Ripley'],
'actors': ['Robert Mitchum', 'Gene Barry', 'Jacques Aubuchon'],
'genres': ['Crime', 'Drama']},
{'title': 'When the Daltons Rode',
'year': 1940,
'rating': 6.6,
'directors': ['George Marshall'],
'actors': ['Randolph Scott', 'Brian Donlevy', 'George Bancroft'],
'genres': ['Western']},
{'title': "Nobody's Fool",
'year': 1986,
'rating': 5.5,
'directors': ['Evelyn Purcell'],
'actors': ['Eric Roberts', 'Jim Youngs'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Bad Ass 3: Bad Asses on the Bayou',
'year': 2015,
'rating': 5.3,
'directors': ['Craig Moss'],
'actors': ['Danny Trejo', 'Danny Glover', 'John Amos'],
'genres': ['Action', 'Comedy', 'Drama']},
{'title': 'Lost Command',
'year': 1966,
'rating': 6.6,
'directors': ['Mark Robson'],
'actors': ['Anthony Quinn', 'Alain Delon', 'George Segal'],
'genres': ['Action', 'Drama', 'War']},
{'title': 'Anzio',
'year': 1968,
'rating': 6.0,
'directors': ['Edward Dmytryk', 'Duilio Coletti'],
'actors': ['Robert Mitchum', 'Peter Falk', 'Robert Ryan', 'Earl Holliman'],
'genres': ['Drama', 'History', 'War']},
{'title': 'Fifty Pills',
'year': 2006,
'rating': 5.0,
'directors': ['Theo Avgerinos'],
'actors': ['Michael Masini'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Glory Guys',
'year': 1965,
'rating': 6.2,
'directors': ['Arnold Laven'],
'actors': ['Tom Tryon', 'Harve Presnell', 'James Caan'],
'genres': ['Romance', 'Western']},
{'title': 'Pushing Tin',
'year': 1999,
'rating': 6.0,
'directors': ['Mike Newell'],
'actors': ['John Cusack', 'Billy Bob Thornton'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Seniors',
'year': 1978,
'rating': 4.4,
'directors': ['Rod Amateau'],
'actors': ['Jeffrey Byron', 'Gary Imhoff', 'Dennis Quaid', 'Lou Richards'],
'genres': ['Comedy']},
{'title': 'Cruzando',
'year': 2009,
'rating': 5.4,
'directors': ['Michael Ray Escamilla', 'Mando Alvarado'],
'actors': ['Mando Alvarado', 'David Barrera', 'Tony Campisi'],
'genres': ['Adventure', 'Comedy', 'Drama']},
{'title': 'Friendly Fire',
'year': 1979,
'rating': 7.5,
'directors': ['David Greene'],
'actors': ['Ned Beatty', 'Sam Waterston', 'Dennis Erdman'],
'genres': ['Drama', 'War']},
{'title': 'Mad Max: Fury Road',
'year': 2015,
'rating': 8.1,
'directors': ['George Miller'],
'actors': ['Tom Hardy', 'Nicholas Hoult'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'The Man from Utah',
'year': 1934,
'rating': 5.2,
'directors': ['Robert N. Bradbury'],
'actors': ['John Wayne', 'Edward Peil Sr.'],
'genres': ['Adventure', 'Crime', 'Romance']},
{'title': 'I Aim at the Stars',
'year': 1960,
'rating': 6.2,
'directors': ['J. Lee Thompson'],
'actors': ['Curd Jürgens', 'Herbert Lom'],
'genres': ['Drama']},
{'title': 'Eyes of Laura Mars',
'year': 1978,
'rating': 6.1,
'directors': ['Irvin Kershner'],
'actors': ['Tommy Lee Jones', 'Brad Dourif', 'Rene Auberjonois'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Starman',
'year': 1984,
'rating': 7.0,
'directors': ['John Carpenter'],
'actors': ['Jeff Bridges', 'Charles Martin Smith', 'Richard Jaeckel'],
'genres': ['Romance', 'Sci-Fi']},
{'title': 'Home, Sweet Homicide',
'year': 1946,
'rating': 7.2,
'directors': ['Lloyd Bacon'],
'actors': ['Randolph Scott', 'Dean Stockwell'],
'genres': ['Comedy', 'Mystery']},
{'title': "Hangman's Knot",
'year': 1952,
'rating': 6.8,
'directors': ['Roy Huggins'],
'actors': ['Richard Denning',
'Randolph Scott',
'Claude Jarman Jr.',
'Frank Faylen',
'Glenn Langan'],
'genres': ['Romance', 'Western']},
{'title': 'The World in His Arms',
'year': 1952,
'rating': 7.1,
'directors': ['Raoul Walsh'],
'actors': ['Gregory Peck', 'Anthony Quinn', 'John McIntire'],
'genres': ['Action', 'Adventure', 'History']},
{'title': 'Lonely Hearts',
'year': 1991,
'rating': 4.8,
'directors': ['Andrew Lane'],
'actors': ['Eric Roberts'],
'genres': ['Drama', 'Romance', 'Thriller']},
{'title': 'The Ride Back',
'year': 1957,
'rating': 7.0,
'directors': ['Oscar Rudolph', 'Allen H. Miner'],
'actors': ['Anthony Quinn', 'William Conrad', 'Victor Millan'],
'genres': ['Drama', 'Western']},
{'title': 'Hot Pursuit',
'year': 1987,
'rating': 5.8,
'directors': ['Steven Lisberger'],
'actors': ['John Cusack', 'Robert Loggia', 'Jerry Stiller'],
'genres': ['Comedy']},
{'title': 'Sidekicks',
'year': 1992,
'rating': 5.0,
'directors': ['Aaron Norris'],
'actors': ['Chuck Norris', 'Beau Bridges', 'Jonathan Brandis', 'Mako'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'Heist',
'year': 2015,
'rating': 6.1,
'directors': ['Scott Mann'],
'actors': ['Robert De Niro', 'Jeffrey Dean Morgan', 'Dave Bautista'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'Tall in the Saddle',
'year': 1944,
'rating': 7.1,
'directors': ['Edwin L. Marin'],
'actors': ['John Wayne', 'Ward Bond', "George 'Gabby' Hayes"],
'genres': ['Mystery', 'Romance', 'Western']},
{'title': 'Good Times',
'year': 1967,
'rating': 4.8,
'directors': ['William Friedkin'],
'actors': ['Sonny Bono', 'George Sanders'],
'genres': ['Comedy', 'Western']},
{'title': 'The Doctor and the Girl',
'year': 1949,
'rating': 6.9,
'directors': ['Curtis Bernhardt'],
'actors': ['Glenn Ford', 'Charles Coburn'],
'genres': ['Drama', 'Romance']},
{'title': 'Finding Nemo',
'year': 2003,
'rating': 8.1,
'directors': ['Andrew Stanton', 'Lee Unkrich'],
'actors': ['Albert Brooks', 'Alexander Gould', 'Willem Dafoe'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'Lady and Gent',
'year': 1932,
'rating': 5.7,
'directors': ['Stephen Roberts'],
'actors': ['Morgan Wallace',
'George Bancroft',
'Charles Starrett',
'James Gleason',
'John Wayne'],
'genres': ['Drama', 'Sport']},
{'title': 'The Rice People',
'year': 1994,
'rating': 7.2,
'directors': ['Rithy Panh'],
'actors': ['Mom Soth'],
'genres': ['Drama']},
{'title': 'Stagecoach',
'year': 1939,
'rating': 7.9,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Andy Devine', 'John Carradine'],
'genres': ['Adventure', 'Western']},
{'title': 'Hamlet Goes Business',
'year': 1987,
'rating': 7.1,
'directors': ['Aki Kaurismäki'],
'actors': ['Pirkka-Pekka Petelius', 'Esko Salminen'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Batwoman',
'year': 1968,
'rating': 4.8,
'directors': ['René Cardona'],
'actors': ['Roberto Cañedo', 'Héctor Godoy', 'David Silva'],
'genres': ['Adventure', 'Horror', 'Sci-Fi']},
{'title': 'Sands of Iwo Jima',
'year': 1949,
'rating': 7.2,
'directors': ['Allan Dwan'],
'actors': ['John Wayne', 'John Agar', 'Forrest Tucker'],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'Down with Love',
'year': 2003,
'rating': 6.3,
'directors': ['Peyton Reed'],
'actors': ['Ewan McGregor', 'David Hyde Pierce'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Desert Trail',
'year': 1935,
'rating': 5.4,
'directors': ['Lewis D. Collins'],
'actors': ['John Wayne', 'Paul Fix', 'Eddy Chandler'],
'genres': ['Romance', 'Western']},
{'title': 'King of the Pecos',
'year': 1936,
'rating': 6.0,
'directors': ['Joseph Kane'],
'actors': ['John Wayne', 'Cy Kendall', 'Jack Rube Clifford'],
'genres': ['Western']},
{'title': "Pete's Dragon",
'year': 1977,
'rating': 6.4,
'directors': ['Don Chaffey'],
'actors': ['Sean Marshall', 'Jim Dale', 'Mickey Rooney'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'Tall Man Riding',
'year': 1955,
'rating': 6.4,
'directors': ['Lesley Selander'],
'actors': ['Randolph Scott', 'William Ching'],
'genres': ['Western']},
{'title': 'Pursued',
'year': 1947,
'rating': 7.3,
'directors': ['Raoul Walsh'],
'actors': ['Robert Mitchum', 'Dean Jagger'],
'genres': ['Drama', 'Mystery', 'Romance']},
{'title': 'The Private Affairs of Bel Ami',
'year': 1947,
'rating': 6.8,
'directors': ['Albert Lewin'],
'actors': ['George Sanders', 'John Carradine'],
'genres': ['Drama']},
{'title': 'Randy Rides Alone',
'year': 1934,
'rating': 5.4,
'directors': ['Harry L. Fraser'],
'actors': ['Artie Ortego',
'John Wayne',
"George 'Gabby' Hayes",
'Yakima Canutt',
'Earl Dwire'],
'genres': ['Western']},
{'title': 'A Matter of Resistance',
'year': 1966,
'rating': 6.9,
'directors': ['Jean-Paul Rappeneau'],
'actors': ['Pierre Brasseur', 'Philippe Noiret', 'Henri Garcin'],
'genres': ['Comedy', 'Romance']},
{'title': 'Black Gold',
'year': 1947,
'rating': 6.6,
'directors': ['Phil Karlson'],
'actors': ['Anthony Quinn', "'Ducky' Louie", 'Raymond Hatton'],
'genres': ['Drama', 'History', 'Sport']},
{'title': 'Max',
'year': 2002,
'rating': 6.6,
'directors': ['Menno Meyjes'],
'actors': ['John Cusack', 'Noah Taylor'],
'genres': ['Drama', 'War']},
{'title': 'Crack-Up',
'year': 1936,
'rating': 6.2,
'directors': ['Malcolm St. Clair'],
'actors': ['Peter Lorre', 'Brian Donlevy', 'Ralph Morgan'],
'genres': ['Drama']},
{'title': 'The House of the Seven Gables',
'year': 1940,
'rating': 7.2,
'directors': ['Joe May'],
'actors': ['George Sanders', 'Vincent Price', 'Dick Foran'],
'genres': ['Drama', 'Thriller']},
{'title': 'Angels & Demons',
'year': 2009,
'rating': 6.7,
'directors': ['Ron Howard'],
'actors': ['Tom Hanks', 'Ewan McGregor', 'Stellan Skarsgård'],
'genres': ['Mystery', 'Thriller']},
{'title': "Kiki's Delivery Service",
'year': 1989,
'rating': 7.9,
'directors': ['Hayao Miyazaki'],
'actors': ['Kappei Yamaguchi'],
'genres': ['Adventure', 'Animation', 'Drama']},
{'title': 'The Rover',
'year': 1967,
'rating': 7.3,
'directors': ['Terence Young'],
'actors': ['Anthony Quinn', 'Richard Johnson'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': '8 Million Ways to Die',
'year': 1986,
'rating': 5.7,
'directors': ['Hal Ashby'],
'actors': ['Jeff Bridges', 'Randy Brooks'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Sensation',
'year': 1994,
'rating': 5.2,
'directors': ['Brian Grant'],
'actors': ['Eric Roberts', 'Ron Perlman', 'Paul Le Mat'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Alamo',
'year': 2004,
'rating': 6.0,
'directors': ['John Lee Hancock'],
'actors': ['Dennis Quaid',
'Billy Bob Thornton',
'Emilio Echevarría',
'Jason Patric'],
'genres': ['Drama', 'History', 'War']},
{'title': 'Last Run',
'year': 2001,
'rating': 5.0,
'directors': ['Anthony Hickox'],
'actors': ['Armand Assante',
'Corey Johnson',
'Barna Illyés',
'Anthony Hickox'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'Why Me?',
'year': 1984,
'rating': 7.5,
'directors': ['Fielder Cook'],
'actors': ['Armand Assante', 'Craig Wasson'],
'genres': ['Drama']},
{'title': 'The Loves of Carmen',
'year': 1948,
'rating': 6.3,
'directors': ['Charles Vidor'],
'actors': ['Glenn Ford', 'Ron Randell', 'Victor Jory'],
'genres': ['Adventure', 'Drama', 'Music']},
{'title': 'Down for Life',
'year': 2009,
'rating': 6.8,
'directors': ['Alan Jacobs'],
'actors': ['Danny Glover', 'Snoop Dogg', 'Laz Alonso'],
'genres': ['Drama']},
{'title': 'Saw',
'year': 2004,
'rating': 7.6,
'directors': ['James Wan'],
'actors': ['Cary Elwes', 'Leigh Whannell', 'Danny Glover', 'Ken Leung'],
'genres': ['Horror', 'Mystery', 'Thriller']},
{'title': 'Tapeheads',
'year': 1988,
'rating': 5.7,
'directors': ['Bill Fishman'],
'actors': ['John Cusack', 'Tim Robbins', 'Clu Gulager'],
'genres': ['Comedy', 'Music']},
{'title': 'A Question of Love',
'year': 1978,
'rating': 7.2,
'directors': ['Jerry Thorpe'],
'actors': ['Ned Beatty', 'Clu Gulager'],
'genres': ['Drama']},
{'title': "Surf's Up",
'year': 2007,
'rating': 6.7,
'directors': ['Chris Buck', 'Ash Brannon'],
'actors': ['Shia LaBeouf', 'Jon Heder', 'Jeff Bridges'],
'genres': ['Animation', 'Comedy', 'Family']},
{'title': 'Hot Spell',
'year': 1958,
'rating': 7.3,
'directors': ['George Cukor', 'Daniel Mann'],
'actors': ['Anthony Quinn', 'Earl Holliman'],
'genres': ['Drama']},
{'title': 'So Red the Rose',
'year': 1935,
'rating': 6.6,
'directors': ['King Vidor'],
'actors': ['Walter Connolly', 'Randolph Scott'],
'genres': ['Drama']},
{'title': 'A Man of Passion',
'year': 1989,
'rating': 6.6,
'directors': ['José Antonio de la Loma'],
'actors': ['R.J. Williams', 'Anthony Quinn', 'Ramon Estevez', 'Ray Walston'],
'genres': ['Drama', 'Romance']},
{'title': 'The Violation of Sarah McDavid',
'year': 1981,
'rating': 6.3,
'directors': ['John Llewellyn Moxey'],
'actors': ['Ned Beatty', 'James Sloyan'],
'genres': ['Drama']},
{'title': 'The Long Ride Home',
'year': 2003,
'rating': 5.7,
'directors': ['Robert Marcarelli'],
'actors': ['Randy Travis', 'Eric Roberts', 'Ernest Borgnine'],
'genres': ['Western']},
{'title': 'Bandido!',
'year': 1956,
'rating': 6.3,
'directors': ['Richard Fleischer'],
'actors': ['Robert Mitchum', 'Gilbert Roland', 'Zachary Scott'],
'genres': ['Action', 'Adventure', 'War']},
{'title': 'The Undefeated',
'year': 1969,
'rating': 6.7,
'directors': ['Andrew V. McLaglen'],
'actors': ['John Wayne', 'Rock Hudson', 'Antonio Aguilar', 'Roman Gabriel'],
'genres': ['Western']},
{'title': 'The Nature of the Beast',
'year': 1995,
'rating': 6.4,
'directors': ['Victor Salva'],
'actors': ['Eric Roberts', 'Lance Henriksen', 'Brion James', 'Frank Novak'],
'genres': ['Crime', 'Horror', 'Mystery']},
...]#q12 what are the first 3 rows in movies?
def get_first_rows():
new_list = []
for i in range(3):
new_list.append(movies[i])
return new_list
get_first_rows()[{'title': 'The Big Wedding',
'year': 2013,
'rating': 5.6,
'directors': ['Justin Zackham'],
'actors': ['Robert De Niro'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Affair of the Necklace',
'year': 2001,
'rating': 6.1,
'directors': ['Charles Shyer'],
'actors': ['Simon Baker', 'Jonathan Pryce', 'Adrien Brody'],
'genres': ['Drama', 'History', 'Romance']},
{'title': 'The Barefoot Executive',
'year': 1971,
'rating': 6.0,
'directors': ['Robert Butler'],
'actors': ['Kurt Russell', 'Joe Flynn', 'Harry Morgan', 'Wally Cox'],
'genres': ['Comedy', 'Family']}]#q13 what are the last 3 rows in movies?
def get_last_rows():
return [movies[-3],movies[-2],movies[-1]]
get_last_rows()[{'title': 'Fortitude and Glory: Angelo Dundee and His Fighters',
'year': 2012,
'rating': 7.2,
'directors': ['Chris Tasara'],
'actors': ['Angelo Dundee', 'George Foreman', 'Freddie Roach'],
'genres': ['Sport']},
{'title': 'Ivanhoe',
'year': 1952,
'rating': 6.8,
'directors': ['Richard Thorpe'],
'actors': ['Robert Taylor', 'George Sanders'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'The Great Gatsby',
'year': 1949,
'rating': 6.6,
'directors': ['Elliott Nugent'],
'actors': ['Alan Ladd', 'Macdonald Carey'],
'genres': ['Drama']}]# you are not allowed to change this function
def filter_movies_by_year(movies, year):
i = 0
while i < len(movies):
if movies[i]["year"] != year:
movies.pop(i)
else:
i += 1
return movies#q14 what are the movies from 1931?
movies_14 = copy.deepcopy(movies)
filter_movies_by_year(movies_14,1931)[{'title': 'Arizona',
'year': 1931,
'rating': 6.0,
'directors': ['George B. Seitz'],
'actors': ['John Wayne', 'Forrest Stanley'],
'genres': ['Drama', 'Romance']},
{'title': 'City Lights',
'year': 1931,
'rating': 8.5,
'directors': ['Charles Chaplin'],
'actors': ['Charles Chaplin', 'Harry Myers'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Range Feud',
'year': 1931,
'rating': 5.8,
'directors': ['D. Ross Lederman'],
'actors': ['Buck Jones', 'John Wayne', 'Edward LeSaint'],
'genres': ['Mystery', 'Western']}]#q15 what are the movies from 1932?
movies_15 = copy.deepcopy(movies)
filter_movies_by_year(movies_15,1932)[{'title': 'Texas Cyclone',
'year': 1932,
'rating': 6.2,
'directors': ['D. Ross Lederman'],
'actors': ['Wallace MacDonald', 'Tim McCoy', 'Wheeler Oakman', 'John Wayne'],
'genres': ['Action', 'Western']},
{'title': 'Haunted Gold',
'year': 1932,
'rating': 5.5,
'directors': ['Mack V. Wright'],
'actors': ['Otto Hoffman',
'John Wayne',
'Duke',
'Harry Woods',
'Erville Alderson'],
'genres': ['Horror', 'Mystery', 'Western']},
{'title': 'Girl Crazy',
'year': 1932,
'rating': 6.3,
'directors': ['William A. Seiter'],
'actors': ['Bert Wheeler', 'Robert Woolsey', 'Eddie Quillan'],
'genres': ['Comedy']},
{'title': 'Hot Saturday',
'year': 1932,
'rating': 6.6,
'directors': ['William A. Seiter'],
'actors': ['Cary Grant', 'Randolph Scott', 'Edward Woods'],
'genres': ['Drama', 'Romance']},
{'title': 'Lady and Gent',
'year': 1932,
'rating': 5.7,
'directors': ['Stephen Roberts'],
'actors': ['Morgan Wallace',
'George Bancroft',
'Charles Starrett',
'James Gleason',
'John Wayne'],
'genres': ['Drama', 'Sport']},
{'title': 'The Big Stampede',
'year': 1932,
'rating': 5.8,
'directors': ['Tenny Wright'],
'actors': ['John Wayne', 'Noah Beery', 'Paul Hurst'],
'genres': ['Western']},
{'title': 'The Shadow of the Eagle',
'year': 1932,
'rating': 5.8,
'directors': ['B. Reeves Eason', 'Ford Beebe'],
'actors': ['John Wayne', 'Walter Miller', 'Kenneth Harlan'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Ride Him, Cowboy',
'year': 1932,
'rating': 5.4,
'directors': ['Fred Allen'],
'actors': ['Otis Harlan', 'John Wayne', 'Duke', 'Henry B. Walthall'],
'genres': ['Romance', 'Western']},
{'title': "Smilin' Through",
'year': 1932,
'rating': 7.0,
'directors': ['Sidney Franklin'],
'actors': ['Fredric March', 'Leslie Howard', 'O.P. Heggie'],
'genres': ['Drama', 'Romance']},
{'title': 'The Hurricane Express',
'year': 1932,
'rating': 5.6,
'directors': ['J.P. McGowan', 'Armand Schaefer'],
'actors': ['Tully Marshall', 'Conway Tearle', 'John Wayne'],
'genres': ['Action', 'Adventure', 'Crime']}]#q16 how many unique genres are there in the dataset?
def get_unique(col):
i = 0
temp = set()
while i < len(movies):
for j in movies[i][col]:
temp.add(j)
i = i + 1
return len(temp)
get_unique('genres') 18#q17 how many unique director names are there in the dataset?
get_unique('directors') 1247#q18 which movie has the highest number of actors? Output should be the movie title in string format.
def find_highest():
i = 0
highest = 0
row = 0
while i < len(movies):
num = 0
for j in movies[i]['actors']:
num = num + 1
if highest < num:
highest = num
row = i
i = i+1
return movies[row]['title']
find_highest()'Shoulder Arms'#q19 what is the average movie rating?
def avg_rating():
sum = 0
i = 0
while i < len(movies):
sum = sum + movies[i]['rating']
i = i + 1
return sum/len(movies)
avg_rating()6.401659528907912#q20 what is the longest movie title in the dataset (in terms of most characters)?
def get_longest_title():
longest = 0
i = 0
while i < len(movies):
if longest < len(movies[i]['title']):
longest = len(movies[i]['title'])
title = movies[i]['title']
i = i + 1
return title
get_longest_title()'Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb'#works for non-list
def bucketize_non(movie_list, movie_key):
res = {}
for i in range(len(movie_list)):
for key in movie_list[i].keys():
if key == movie_key:
if movie_list[i][key] in res:
res[movie_list[i][key]].append(movie_list[i])
else:
res.setdefault(movie_list[i][key],[]).append(movie_list[i])
return res# works for list
def bucketize_li(movie_list, movie_key):
res = {}
for i in range(len(movie_list)):
for key in movie_list[i].keys():
if key == movie_key:
for j in movie_list[i][key]:
if j in res:
res[j].append(movie_list[i])
else:
res.setdefault(j,[]).append(movie_list[i])
return resdef bucketize(movie_list, movie_key):
res = {}
if type(movie_list[0][movie_key]) == list:
return bucketize_li(movie_list, movie_key)
else:
return bucketize_non(movie_list, movie_key)test_movies = [
{"title": "A", "year": 2018, "style": "short", "genres": ["g1"]},
{"title": "B", "year": 2018, "style": "long", "genres": ["g2"]},
{"title": "C", "year": 2019, "style": "short", "genres": ["g3"]},
{"title": "D", "year": 2019, "style": "long", "genres": ["g1", "g2", "g3"]},
]#q21 what is bucketize(test_movies, "year")?
bucketize(test_movies, "year"){2018: [{'title': 'A', 'year': 2018, 'style': 'short', 'genres': ['g1']},
{'title': 'B', 'year': 2018, 'style': 'long', 'genres': ['g2']}],
2019: [{'title': 'C', 'year': 2019, 'style': 'short', 'genres': ['g3']},
{'title': 'D', 'year': 2019, 'style': 'long', 'genres': ['g1', 'g2', 'g3']}]}#q22 what is bucketize(test_movies, "style")?
bucketize(test_movies, "style"){'short': [{'title': 'A', 'year': 2018, 'style': 'short', 'genres': ['g1']},
{'title': 'C', 'year': 2019, 'style': 'short', 'genres': ['g3']}],
'long': [{'title': 'B', 'year': 2018, 'style': 'long', 'genres': ['g2']},
{'title': 'D', 'year': 2019, 'style': 'long', 'genres': ['g1', 'g2', 'g3']}]}#q23 what is bucketize(test_movies, "genres")?
bucketize(test_movies, "genres"){'g1': [{'title': 'A', 'year': 2018, 'style': 'short', 'genres': ['g1']},
{'title': 'D', 'year': 2019, 'style': 'long', 'genres': ['g1', 'g2', 'g3']}],
'g2': [{'title': 'B', 'year': 2018, 'style': 'long', 'genres': ['g2']},
{'title': 'D', 'year': 2019, 'style': 'long', 'genres': ['g1', 'g2', 'g3']}],
'g3': [{'title': 'C', 'year': 2019, 'style': 'short', 'genres': ['g3']},
{'title': 'D', 'year': 2019, 'style': 'long', 'genres': ['g1', 'g2', 'g3']}]}#q24 what is bucketize(small, "genres")?
bucketize(small, "genres"){'Crime': [{'title': 'Runaway Jury',
'year': 2003,
'rating': 7.1,
'directors': ['Gary Fleder'],
'actors': ['John Cusack', 'Gene Hackman', 'Dustin Hoffman'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Lethal Weapon',
'year': 1987,
'rating': 7.6,
'directors': ['Richard Donner'],
'actors': ['Mel Gibson', 'Danny Glover', 'Gary Busey', 'Mitchell Ryan'],
'genres': ['Action', 'Crime', 'Thriller']}],
'Drama': [{'title': 'Runaway Jury',
'year': 2003,
'rating': 7.1,
'directors': ['Gary Fleder'],
'actors': ['John Cusack', 'Gene Hackman', 'Dustin Hoffman'],
'genres': ['Crime', 'Drama', 'Thriller']}],
'Thriller': [{'title': 'Runaway Jury',
'year': 2003,
'rating': 7.1,
'directors': ['Gary Fleder'],
'actors': ['John Cusack', 'Gene Hackman', 'Dustin Hoffman'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Lethal Weapon',
'year': 1987,
'rating': 7.6,
'directors': ['Richard Donner'],
'actors': ['Mel Gibson', 'Danny Glover', 'Gary Busey', 'Mitchell Ryan'],
'genres': ['Action', 'Crime', 'Thriller']}],
'Action': [{'title': 'Lethal Weapon',
'year': 1987,
'rating': 7.6,
'directors': ['Richard Donner'],
'actors': ['Mel Gibson', 'Danny Glover', 'Gary Busey', 'Mitchell Ryan'],
'genres': ['Action', 'Crime', 'Thriller']}]}#q25 how many different unique actors appear in the small dataset?
len(bucketize(small, "actors"))7#q26 how many unique actors appear in the full dataset?
len(bucketize(movies, "actors"))2605#q27 how many movies are there of each genre?
def get_num_movies():
res = {}
for i in bucketize(movies,'genres').keys():
res[i]=len(bucketize(movies,'genres')[i])
return res
get_num_movies(){'Comedy': 485,
'Drama': 1094,
'Romance': 352,
'History': 73,
'Family': 85,
'Mystery': 121,
'Thriller': 250,
'Action': 299,
'Crime': 357,
'Adventure': 283,
'Western': 226,
'Music': 38,
'Animation': 45,
'Sport': 48,
'Fantasy': 59,
'War': 99,
'Sci-Fi': 69,
'Horror': 85}#q28 how many movies are there of each genre? (plot your answer)
def plot_dict(d, label="Please Label Me!!!"):
ax = pandas.Series(d).sort_index().plot.bar(color="black", fontsize=16)
ax.set_ylabel(label, fontsize=16)
plot_dict(get_num_movies(), "Number of Movies")
def filter_year(data, start, end):
temp = []
for i in movies:
if start != None and end != None and i['year'] > start and i['year'] <= end:
temp.append(i)
elif start == None and end != None and i['year'] <= end:
temp.append(i)
elif start != None and end == None and i['year'] >= start:
temp.append(i)
return temp
filter_year(movies, None, 1999)[{'title': 'The Barefoot Executive',
'year': 1971,
'rating': 6.0,
'directors': ['Robert Butler'],
'actors': ['Kurt Russell', 'Joe Flynn', 'Harry Morgan', 'Wally Cox'],
'genres': ['Comedy', 'Family']},
{'title': 'Flying Tigers',
'year': 1942,
'rating': 6.8,
'directors': ['David Miller'],
'actors': ['John Wayne', 'John Carroll', 'Paul Kelly'],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'Life Begins for Andy Hardy',
'year': 1941,
'rating': 6.8,
'directors': ['George B. Seitz'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy', 'Romance']},
{'title': 'Rachel and the Stranger',
'year': 1948,
'rating': 7.0,
'directors': ['Norman Foster'],
'actors': ['William Holden', 'Robert Mitchum', 'Gary Gray'],
'genres': ['Adventure', 'Western']},
{'title': 'Red River',
'year': 1948,
'rating': 7.8,
'directors': ['Arthur Rosson', 'Howard Hawks'],
'actors': ['John Wayne', 'Montgomery Clift', 'Walter Brennan'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'The Wrong Man',
'year': 1956,
'rating': 7.5,
'directors': ['Alfred Hitchcock'],
'actors': ['Henry Fonda', 'Anthony Quayle', 'Harold J. Stone'],
'genres': ['Drama']},
{'title': 'Playing for Keeps',
'year': 1986,
'rating': 4.1,
'directors': ['Harvey Weinstein', 'Bob Weinstein'],
'actors': ['Daniel Jordano', 'Matthew Penn', 'Leon W. Grant'],
'genres': ['Comedy']},
{'title': 'The Doors',
'year': 1991,
'rating': 7.2,
'directors': ['Oliver Stone'],
'actors': ['Val Kilmer', 'Kyle MacLachlan', 'Frank Whaley'],
'genres': ['Drama', 'Music']},
{'title': 'Shoot-Out at Medicine Bend',
'year': 1957,
'rating': 6.4,
'directors': ['Richard L. Bare'],
'actors': ['Randolph Scott', 'James Craig'],
'genres': ['Western']},
{'title': 'Watch the Birdie',
'year': 1950,
'rating': 6.2,
'directors': ['Jack Donohue'],
'actors': ['Red Skelton', 'Leon Ames'],
'genres': ['Comedy', 'Crime', 'Romance']},
{'title': 'Rainbow Valley',
'year': 1935,
'rating': 5.4,
'directors': ['Robert N. Bradbury'],
'actors': ['Lloyd Ingraham',
'John Wayne',
"George 'Gabby' Hayes",
'LeRoy Mason'],
'genres': ['Western']},
{'title': 'The Man from the Alamo',
'year': 1953,
'rating': 6.5,
'directors': ['Budd Boetticher'],
'actors': ['Glenn Ford', 'Chill Wills', "Hugh O'Brian"],
'genres': ['Western']},
{'title': 'I Met My Love Again',
'year': 1938,
'rating': 5.6,
'directors': ['George Cukor', 'Arthur Ripley', 'Joshua Logan'],
'actors': ['Henry Fonda', 'Alan Marshal'],
'genres': ['Romance']},
{'title': 'Bad Company',
'year': 1972,
'rating': 7.0,
'directors': ['Robert Benton'],
'actors': ['Jeff Bridges', 'Barry Brown', 'Jim Davis', 'David Huddleston'],
'genres': ['Adventure', 'Drama', 'Western']},
{'title': 'The Man Who Understood Women',
'year': 1959,
'rating': 4.8,
'directors': ['Nunnally Johnson'],
'actors': ['Henry Fonda', 'Cesare Danova', 'Myron McCormick'],
'genres': ['Comedy']},
{'title': 'Floundering',
'year': 1994,
'rating': 5.8,
'directors': ['Peter McCarthy'],
'actors': ['James Le Gros', 'Zander Schloss', 'John Cusack'],
'genres': ['Comedy']},
{'title': 'Another Man, Another Chance',
'year': 1977,
'rating': 6.2,
'directors': ['Claude Lelouch'],
'actors': ['James Caan', 'Francis Huster'],
'genres': ['Western']},
{'title': "The Moon's Our Home",
'year': 1936,
'rating': 6.8,
'directors': ['William A. Seiter'],
'actors': ['Henry Fonda', 'Charles Butterworth'],
'genres': ['Comedy']},
{'title': 'Modern Times',
'year': 1936,
'rating': 8.5,
'directors': ['Charles Chaplin'],
'actors': ['Al Ernest Garcia',
'Charles Chaplin',
'Henry Bergman',
'Tiny Sandford',
'Chester Conklin',
'Hank Mann',
'Stanley Blystone'],
'genres': ['Comedy', 'Drama', 'Family']},
{'title': "Santa Claus Is Comin' to Town",
'year': 1970,
'rating': 7.8,
'directors': ['Jules Bass', 'Arthur Rankin Jr.'],
'actors': ['Fred Astaire', 'Mickey Rooney', 'Keenan Wynn', 'Paul Frees'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'What a Way to Go!',
'year': 1964,
'rating': 7.0,
'directors': ['J. Lee Thompson'],
'actors': ['Paul Newman', 'Robert Mitchum', 'Dean Martin'],
'genres': ['Comedy', 'Romance']},
{'title': 'Konrad',
'year': 1985,
'rating': 6.1,
'directors': ['Nell Cox'],
'actors': ['Max Wright', 'Huckleberry Fox', 'Ned Beatty'],
'genres': ['Comedy', 'Family']},
{'title': 'Comes a Horseman',
'year': 1978,
'rating': 6.3,
'directors': ['Alan J. Pakula'],
'actors': ['James Caan', 'Jason Robards', 'George Grizzard'],
'genres': ['Drama', 'Romance', 'Western']},
{'title': 'Porco Rosso',
'year': 1992,
'rating': 7.8,
'directors': ['Hayao Miyazaki'],
'actors': ['Shûichirô Moriyama', 'Bunshi Katsura Vi', 'Tsunehiko Kamijô'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'West of the Pecos',
'year': 1945,
'rating': 6.2,
'directors': ['Edward Killy'],
'actors': ['Robert Mitchum', 'Richard Martin', 'Thurston Hall'],
'genres': ['Western']},
{'title': 'Without Reservations',
'year': 1946,
'rating': 6.6,
'directors': ['Mervyn LeRoy'],
'actors': ['John Wayne', 'Don DeFore'],
'genres': ['Comedy', 'Romance']},
{'title': 'Charley and the Angel',
'year': 1973,
'rating': 6.1,
'directors': ['Vincent McEveety'],
'actors': ['Fred MacMurray', 'Harry Morgan', 'Kurt Russell'],
'genres': ['Comedy', 'Family', 'Fantasy']},
{'title': 'Silk',
'year': 1986,
'rating': 4.0,
'directors': ['Cirio H. Santiago'],
'actors': ['Bill McLaughlin', 'Joe Mari Avellana', 'Frederick Bailey'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'China Sky',
'year': 1945,
'rating': 6.1,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', 'Anthony Quinn'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'His Private Secretary',
'year': 1933,
'rating': 5.7,
'directors': ['Phil Whitman'],
'actors': ['John Wayne', 'Reginald Barlow', 'Alec B. Francis'],
'genres': ['Comedy', 'Romance']},
{'title': 'Wake of the Red Witch',
'year': 1948,
'rating': 6.7,
'directors': ['Edward Ludwig'],
'actors': ['John Wayne', 'Gig Young'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'Legend of the Lost',
'year': 1957,
'rating': 6.1,
'directors': ['Henry Hathaway'],
'actors': ['John Wayne', 'Rossano Brazzi', 'Kurt Kasznar'],
'genres': ['Adventure', 'Drama']},
{'title': 'The Computer Wore Tennis Shoes',
'year': 1969,
'rating': 6.1,
'directors': ['Robert Butler'],
'actors': ['Kurt Russell', 'Cesar Romero', 'Joe Flynn', 'William Schallert'],
'genres': ['Comedy', 'Family', 'Sci-Fi']},
{'title': 'Goodfellas',
'year': 1990,
'rating': 8.7,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Ray Liotta', 'Joe Pesci'],
'genres': ['Crime', 'Drama']},
{'title': 'Better Off Dead...',
'year': 1985,
'rating': 7.2,
'directors': ['Savage Steve Holland'],
'actors': ['John Cusack', 'David Ogden Stiers', 'Demian Slade'],
'genres': ['Comedy', 'Romance']},
{'title': 'Go Toward the Light',
'year': 1988,
'rating': 7.7,
'directors': ['Mike Robe'],
'actors': ['Joshua Harris', 'Ned Beatty'],
'genres': ['Drama']},
{'title': 'Wagon Wheels',
'year': 1934,
'rating': 5.9,
'directors': ['Charles Barton'],
'actors': ['Randolph Scott', 'Billy Lee', 'Monte Blue'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'They Were Expendable',
'year': 1945,
'rating': 7.3,
'directors': ['John Ford', 'Robert Montgomery'],
'actors': ['Robert Montgomery', 'John Wayne', 'Jack Holt'],
'genres': ['Drama', 'War']},
{'title': "This Man's Navy",
'year': 1945,
'rating': 6.4,
'directors': ['William A. Wellman'],
'actors': ['Wallace Beery', 'Tom Drake', 'James Gleason'],
'genres': ['Adventure', 'Drama']},
{'title': 'Santee',
'year': 1973,
'rating': 5.9,
'directors': ['Gary Nelson'],
'actors': ['Glenn Ford', 'Michael Burns', 'Jay Silverheels'],
'genres': ['Western']},
{'title': 'The Lawless Frontier',
'year': 1934,
'rating': 5.1,
'directors': ['Robert N. Bradbury'],
'actors': ['Gordon De Main',
'John Wayne',
"George 'Gabby' Hayes",
'Jack Rockwell',
'Jay Wilsey',
'Yakima Canutt'],
'genres': ['Romance', 'Western']},
{'title': 'Rio 70',
'year': 1969,
'rating': 4.6,
'directors': ['Jesús Franco'],
'actors': ['Richard Wyler', 'George Sanders'],
'genres': ['Action', 'Adventure']},
{'title': 'Spartacus',
'year': 1960,
'rating': 7.9,
'directors': ['Stanley Kubrick'],
'actors': ['Kirk Douglas', 'Laurence Olivier', 'Charles Laughton'],
'genres': ['Adventure', 'Drama']},
{'title': 'Time Trackers',
'year': 1989,
'rating': 4.4,
'directors': ['Howard R. Cohen'],
'actors': ['Wil Shriner', 'Ned Beatty'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'The Kid',
'year': 1921,
'rating': 8.3,
'directors': ['Charles Chaplin'],
'actors': ['F. Blinn',
'Charles Chaplin',
'Jackie Coogan',
'Carl Miller',
'Albert Austin',
'Henry Bergman',
'Edward Biby'],
'genres': ['Comedy', 'Drama', 'Family']},
{'title': 'A Lady Takes a Chance',
'year': 1943,
'rating': 6.6,
'directors': ['William A. Seiter'],
'actors': ['John Wayne', 'Charles Winninger', 'Phil Silvers'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'Undercover Blues',
'year': 1993,
'rating': 6.0,
'directors': ['Herbert Ross'],
'actors': ['Dennis Quaid', 'Stanley Tucci'],
'genres': ['Comedy', 'Crime']},
{'title': 'Ride, Vaquero!',
'year': 1953,
'rating': 6.2,
'directors': ['John Farrow'],
'actors': ['Robert Taylor', 'Howard Keel', 'Anthony Quinn'],
'genres': ['Romance', 'Western']},
{'title': 'The Road to Wellville',
'year': 1994,
'rating': 5.8,
'directors': ['Alan Parker'],
'actors': ['Anthony Hopkins', 'Matthew Broderick', 'John Cusack'],
'genres': ['Comedy', 'Drama']},
{'title': 'Night Has a Thousand Eyes',
'year': 1948,
'rating': 7.1,
'directors': ['John Farrow'],
'actors': ['Edward G. Robinson', 'John Lund'],
'genres': ['Drama', 'Thriller']},
{'title': 'Mr. Muggs Rides Again',
'year': 1945,
'rating': 7.9,
'directors': ['Wallace Fox'],
'actors': ['Leo Gorcey',
'Huntz Hall',
"William 'Billy' Benedict",
'Johnny Duncan'],
'genres': ['Comedy']},
{'title': 'Once Upon a Time in America',
'year': 1984,
'rating': 8.4,
'directors': ['Sergio Leone'],
'actors': ['Robert De Niro', 'James Woods', 'Treat Williams'],
'genres': ['Crime', 'Drama']},
{'title': 'Regina Roma',
'year': 1982,
'rating': 7.4,
'directors': ['Jean-Yves Prate'],
'actors': ['Anthony Quinn', 'Ray Sharkey'],
'genres': ['Drama']},
{'title': 'The Stranger Wore a Gun',
'year': 1953,
'rating': 6.0,
'directors': ['André De Toth'],
'actors': ['Randolph Scott', 'George Macready'],
'genres': ['War', 'Western']},
{'title': 'Both Sides of the Law',
'year': 1953,
'rating': 6.8,
'directors': ['Muriel Box'],
'actors': ['Terence Morgan'],
'genres': ['Drama']},
{'title': 'The Glass Key',
'year': 1942,
'rating': 7.1,
'directors': ['Stuart Heisler'],
'actors': ['Alan Ladd', 'Brian Donlevy'],
'genres': ['Crime', 'Drama']},
{'title': 'Tennessee Waltz',
'year': 1989,
'rating': 5.8,
'directors': ['Nicolas Gessner'],
'actors': ['Julian Sands', 'Ed Lauter', 'Ned Beatty'],
'genres': ['Drama', 'Thriller']},
{'title': "Everybody's All-American",
'year': 1988,
'rating': 6.2,
'directors': ['Taylor Hackford'],
'actors': ['Dennis Quaid', 'Timothy Hutton', 'John Goodman'],
'genres': ['Drama', 'Romance', 'Sport']},
{'title': 'Buchanan Rides Alone',
'year': 1958,
'rating': 6.9,
'directors': ['Budd Boetticher'],
'actors': ['Randolph Scott', 'Craig Stevens', 'Barry Kelley', 'Tol Avery'],
'genres': ['Drama', 'Western']},
{'title': 'Arizona',
'year': 1931,
'rating': 6.0,
'directors': ['George B. Seitz'],
'actors': ['John Wayne', 'Forrest Stanley'],
'genres': ['Drama', 'Romance']},
{'title': 'Yours, Mine and Ours',
'year': 1968,
'rating': 7.2,
'directors': ['Melville Shavelson'],
'actors': ['Henry Fonda', 'Van Johnson'],
'genres': ['Comedy', 'Family']},
{'title': 'Romola',
'year': 1924,
'rating': 6.6,
'directors': ['Henry King'],
'actors': ['William Powell', 'Ronald Colman'],
'genres': ['Drama', 'History']},
{'title': 'Purple People Eater',
'year': 1988,
'rating': 4.6,
'directors': ['Linda Shayne'],
'actors': ['Ned Beatty', 'Bobby Porter'],
'genres': ['Comedy', 'Family', 'Sci-Fi']},
{'title': 'The Circus',
'year': 1928,
'rating': 8.1,
'directors': ['Charles Chaplin'],
'actors': ['Steve Murphy',
'Charles Chaplin',
'Al Ernest Garcia',
'Harry Crocker',
'George Davis',
'Henry Bergman',
'Tiny Sandford',
'John Rand'],
'genres': ['Comedy', 'Romance']},
{'title': 'Tycoon',
'year': 1947,
'rating': 6.3,
'directors': ['Richard Wallace'],
'actors': ['John Wayne', 'Cedric Hardwicke'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': '7th Cavalry',
'year': 1956,
'rating': 5.9,
'directors': ['Joseph H. Lewis'],
'actors': ['Randolph Scott', 'Jay C. Flippen', 'Frank Faylen'],
'genres': ['Western']},
{'title': '7 Men from Now',
'year': 1956,
'rating': 7.5,
'directors': ['Budd Boetticher'],
'actors': ['Randolph Scott', 'Lee Marvin', 'Walter Reed'],
'genres': ['Action', 'Western']},
{'title': 'Albuquerque',
'year': 1948,
'rating': 6.8,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', "George 'Gabby' Hayes", 'Lon Chaney Jr.'],
'genres': ['Western']},
{'title': 'Circus World',
'year': 1964,
'rating': 6.2,
'directors': ['Henry Hathaway'],
'actors': ['John Wayne', 'Lloyd Nolan'],
'genres': ['Drama', 'Western']},
{'title': 'The Dragonfly',
'year': 1954,
'rating': 6.7,
'directors': ['Siko Dolidze', 'Levan Khotivari'],
'actors': ['Aleksandre Omiadze'],
'genres': ['Comedy', 'Romance']},
{'title': 'Virginia City',
'year': 1940,
'rating': 6.8,
'directors': ['Michael Curtiz'],
'actors': ['Errol Flynn', 'Randolph Scott', 'Humphrey Bogart'],
'genres': ['Action', 'Drama', 'History']},
{'title': 'Dangerous Liaisons',
'year': 1988,
'rating': 7.6,
'directors': ['Stephen Frears'],
'actors': ['John Malkovich'],
'genres': ['Drama', 'Romance']},
{'title': 'Raw Nerve',
'year': 1991,
'rating': 4.3,
'directors': ['David A. Prior'],
'actors': ['Glenn Ford', "Randall 'Tex' Cobb", 'Ted Prior'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'The Teahouse of the August Moon',
'year': 1956,
'rating': 6.8,
'directors': ['Daniel Mann'],
'actors': ['Marlon Brando', 'Glenn Ford', 'Eddie Albert'],
'genres': ['Comedy']},
{'title': 'Monkey on My Back',
'year': 1957,
'rating': 7.1,
'directors': ['André De Toth'],
'actors': ['Cameron Mitchell', 'Paul Richards', 'Jack Albertson'],
'genres': ['Drama']},
{'title': 'Runaway Train',
'year': 1985,
'rating': 7.3,
'directors': ['Andrey Konchalovskiy'],
'actors': ['Jon Voight', 'Eric Roberts', 'Kyle T. Heffner'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'The Tall T',
'year': 1957,
'rating': 7.4,
'directors': ['Budd Boetticher'],
'actors': ['Randolph Scott', 'Richard Boone', 'Arthur Hunnicutt'],
'genres': ['Romance', 'Thriller', 'Western']},
{'title': "She Couldn't Say No",
'year': 1952,
'rating': 5.8,
'directors': ['Lloyd Bacon'],
'actors': ['Robert Mitchum', 'Arthur Hunnicutt', 'Edgar Buchanan'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Quality of Mercy',
'year': 1994,
'rating': 7.2,
'directors': ['Andreas Gruber'],
'actors': ['Rainer Egger', 'Oliver Broumis', 'Merab Ninidze'],
'genres': ['Drama', 'War']},
{'title': 'Eagles Over London',
'year': 1969,
'rating': 5.7,
'directors': ['Enzo G. Castellari'],
'actors': ['Frederick Stafford', 'Van Johnson', 'Francisco Rabal'],
'genres': ['Drama', 'War']},
{'title': 'Bopha!',
'year': 1993,
'rating': 6.5,
'directors': ['Morgan Freeman'],
'actors': ['Danny Glover', 'Malcolm McDowell', 'Marius Weyers'],
'genres': ['Drama']},
{'title': 'Money for Nothing',
'year': 1993,
'rating': 5.7,
'directors': ['Ramón Menéndez'],
'actors': ['John Cusack', 'Michael Madsen', 'Benicio Del Toro'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': "Andy Hardy's Blonde Trouble",
'year': 1944,
'rating': 6.7,
'directors': ['George B. Seitz'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy', 'Romance']},
{'title': 'Billy the Kid',
'year': 1941,
'rating': 5.7,
'directors': ['David Miller', 'Frank Borzage'],
'actors': ['Robert Taylor', 'Brian Donlevy', 'Ian Hunter'],
'genres': ['Drama', 'Western']},
{'title': 'Belle Starr',
'year': 1941,
'rating': 5.9,
'directors': ['Irving Cummings'],
'actors': ['Randolph Scott', 'Dana Andrews', 'Shepperd Strudwick'],
'genres': ['Western']},
{'title': 'Love Is All There Is',
'year': 1996,
'rating': 5.1,
'directors': ['Renée Taylor', 'Joseph Bologna'],
'actors': ['Joseph Bologna'],
'genres': ['Comedy', 'Romance']},
{'title': 'Funny Lady',
'year': 1975,
'rating': 6.5,
'directors': ['Herbert Ross'],
'actors': ['James Caan', 'Omar Sharif', 'Roddy McDowall'],
'genres': ['Comedy', 'Drama']},
{'title': 'Human Desire',
'year': 1954,
'rating': 7.2,
'directors': ['Fritz Lang'],
'actors': ['Glenn Ford', 'Broderick Crawford', 'Edgar Buchanan'],
'genres': ['Drama', 'Romance']},
{'title': "Boston Blackie's Chinese Venture",
'year': 1949,
'rating': 6.2,
'directors': ['Seymour Friedman'],
'actors': ['Chester Morris', 'Richard Lane', 'Don McGuire'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Naked Street',
'year': 1955,
'rating': 6.5,
'directors': ['Maxwell Shane'],
'actors': ['Farley Granger', 'Anthony Quinn', 'Peter Graves'],
'genres': ['Crime', 'Drama']},
{'title': 'Texas Cyclone',
'year': 1932,
'rating': 6.2,
'directors': ['D. Ross Lederman'],
'actors': ['Wallace MacDonald', 'Tim McCoy', 'Wheeler Oakman', 'John Wayne'],
'genres': ['Action', 'Western']},
{'title': 'Max Havelaar',
'year': 1976,
'rating': 7.0,
'directors': ['Fons Rademakers'],
'actors': ['Peter Faber', 'Adendu Soesilaningrat', 'Maruli Sitompul'],
'genres': ['Drama']},
{'title': 'Track of the Cat',
'year': 1954,
'rating': 6.5,
'directors': ['William A. Wellman'],
'actors': ['Robert Mitchum', 'Tab Hunter'],
'genres': ['Drama', 'Western']},
{'title': 'For Better, for Worse',
'year': 1919,
'rating': 7.5,
'directors': ['Cecil B. DeMille'],
'actors': ['Elliott Dexter', 'Tom Forman'],
'genres': ['Drama']},
{'title': 'Broken Trust',
'year': 1995,
'rating': 5.7,
'directors': ['Geoffrey Sax'],
'actors': ['Tom Selleck', 'William Atherton', 'Charles Haid'],
'genres': ['Thriller']},
{'title': 'Babylon 5: Thirdspace',
'year': 1998,
'rating': 6.9,
'directors': ['Jesús Salvador Treviño'],
'actors': ['Bruce Boxleitner', 'Richard Biggs'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Once Upon a Time in the West',
'year': 1968,
'rating': 8.5,
'directors': ['Sergio Leone'],
'actors': ['Henry Fonda', 'Charles Bronson', 'Jason Robards'],
'genres': ['Western']},
{'title': 'A Southern Yankee',
'year': 1948,
'rating': 6.8,
'directors': ['Edward Sedgwick'],
'actors': ['Red Skelton', 'Brian Donlevy', 'George Coulouris'],
'genres': ['Comedy', 'History', 'War']},
{'title': 'The Execution of Private Slovik',
'year': 1974,
'rating': 7.7,
'directors': ['Lamont Johnson'],
'actors': ['Martin Sheen', 'Ned Beatty', 'Gary Busey'],
'genres': ['Drama']},
{'title': 'The Alpha Caper',
'year': 1973,
'rating': 7.0,
'directors': ['Robert Michael Lewis'],
'actors': ['Henry Fonda', 'Leonard Nimoy', 'James McEachin'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Gardens of Stone',
'year': 1987,
'rating': 6.4,
'directors': ['Francis Ford Coppola'],
'actors': ['James Caan', 'James Earl Jones', 'D.B. Sweeney'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'To the Shores of Tripoli',
'year': 1942,
'rating': 6.1,
'directors': ['H. Bruce Humberstone'],
'actors': ['John Payne', 'Randolph Scott'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Thunderbolt and Lightfoot',
'year': 1974,
'rating': 7.1,
'directors': ['Michael Cimino'],
'actors': ['Clint Eastwood', 'Jeff Bridges', 'Geoffrey Lewis'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Gambler',
'year': 1974,
'rating': 7.3,
'directors': ['Karel Reisz'],
'actors': ['James Caan', 'Paul Sorvino', 'Morris Carnovsky'],
'genres': ['Crime', 'Drama']},
{'title': 'The Shepherd of the Hills',
'year': 1941,
'rating': 7.1,
'directors': ['Henry Hathaway'],
'actors': ['John Wayne', 'Harry Carey'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': 'The Last Tycoon',
'year': 1976,
'rating': 6.3,
'directors': ['Elia Kazan'],
'actors': ['Robert De Niro', 'Tony Curtis', 'Robert Mitchum'],
'genres': ['Drama', 'Romance']},
{'title': 'Advance to the Rear',
'year': 1964,
'rating': 5.9,
'directors': ['George Marshall'],
'actors': ['Glenn Ford', 'Melvyn Douglas', 'Jim Backus'],
'genres': ['Comedy', 'War', 'Western']},
{'title': 'The Cosmic Man',
'year': 1959,
'rating': 4.7,
'directors': ['Herbert S. Greene'],
'actors': ['John Carradine', 'Bruce Bennett', 'Paul Langton'],
'genres': ['Adventure', 'Sci-Fi', 'Thriller']},
{'title': 'Revenge',
'year': 1990,
'rating': 6.2,
'directors': ['Tony Scott'],
'actors': ['Kevin Costner', 'Anthony Quinn', 'Tomas Milian'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Morning Patrol',
'year': 1987,
'rating': 7.0,
'directors': ['Nikos Nikolaidis'],
'actors': ['Takis Spiridakis', 'Nikos Hatzis'],
'genres': ['Sci-Fi']},
{'title': 'The Courtship of Andy Hardy',
'year': 1942,
'rating': 6.7,
'directors': ['George B. Seitz'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy']},
{'title': 'Heaven with a Gun',
'year': 1969,
'rating': 6.4,
'directors': ['Lee H. Katzin'],
'actors': ['Glenn Ford', 'John Anderson'],
'genres': ['Western']},
{'title': 'The Strange Woman',
'year': 1946,
'rating': 6.7,
'directors': ['Douglas Sirk', 'Edgar G. Ulmer'],
'actors': ['George Sanders', 'Louis Hayward', 'Gene Lockhart'],
'genres': ['Drama', 'Romance']},
{'title': 'Dragon Ball Z: Bojack Unbound',
'year': 1993,
'rating': 7.3,
'directors': ['Yoshihiro Ueda'],
'actors': ['Toshio Furukawa', 'Takeshi Kusao'],
'genres': ['Action', 'Animation', 'Fantasy']},
{'title': 'Bullets Over Broadway',
'year': 1994,
'rating': 7.5,
'directors': ['Woody Allen'],
'actors': ['John Cusack', 'Chazz Palminteri'],
'genres': ['Comedy', 'Crime']},
{'title': 'Enemy from Space',
'year': 1957,
'rating': 7.0,
'directors': ['Val Guest'],
'actors': ['Brian Donlevy', 'John Longden', 'Sidney James', 'Bryan Forbes'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'The Lonely Trail',
'year': 1936,
'rating': 5.5,
'directors': ['Joseph Kane'],
'actors': ['John Wayne', 'Cy Kendall', 'Bob Kortman'],
'genres': ['Drama', 'Western']},
{'title': 'Lightning, the White Stallion',
'year': 1986,
'rating': 4.8,
'directors': ['William A. Levey'],
'actors': ['Mickey Rooney', 'Billy Wesley'],
'genres': ['Drama', 'Family']},
{'title': 'Never a Dull Moment',
'year': 1950,
'rating': 5.7,
'directors': ['George Marshall'],
'actors': ['Fred MacMurray', 'William Demarest', 'Andy Devine'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': "I'm a Fool",
'year': 1977,
'rating': 8.3,
'directors': ['Noel Black'],
'actors': ['Ron Howard', 'Otis Calef', 'Henry Fonda'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Mean Streets',
'year': 1973,
'rating': 7.4,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Harvey Keitel', 'David Proval'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'The Marcus-Nelson Murders',
'year': 1973,
'rating': 8.0,
'directors': ['Joseph Sargent'],
'actors': ['Telly Savalas', 'Marjoe Gortner', 'José Ferrer', 'Ned Beatty'],
'genres': ['Crime', 'Drama']},
{'title': 'Hook Line and Sinker',
'year': 1930,
'rating': 6.4,
'directors': ['Edward F. Cline'],
'actors': ['Bert Wheeler', 'Robert Woolsey', 'Ralf Harolde'],
'genres': ['Comedy', 'Romance']},
{'title': 'Haunted Gold',
'year': 1932,
'rating': 5.5,
'directors': ['Mack V. Wright'],
'actors': ['Otto Hoffman',
'John Wayne',
'Duke',
'Harry Woods',
'Erville Alderson'],
'genres': ['Horror', 'Mystery', 'Western']},
{'title': 'Westward Ho',
'year': 1935,
'rating': 5.6,
'directors': ['Robert N. Bradbury'],
'actors': ['John Wayne', 'Frank McGlynn Jr.', 'Jim Farley'],
'genres': ['Drama', 'History', 'Western']},
{'title': 'Pocketful of Miracles',
'year': 1961,
'rating': 7.3,
'directors': ['Frank Capra'],
'actors': ['Glenn Ford', "Arthur O'Connell"],
'genres': ['Comedy', 'Drama']},
{'title': 'Vanished Without a Trace',
'year': 1999,
'rating': 5.8,
'directors': ['Douglas Barr'],
'actors': ['William R. Moses', 'Joshua Peace'],
'genres': ['Drama']},
{'title': 'Command Decision',
'year': 1948,
'rating': 7.4,
'directors': ['Sam Wood'],
'actors': ['Clark Gable', 'Walter Pidgeon', 'Van Johnson', 'Brian Donlevy'],
'genres': ['Action', 'Drama', 'War']},
{'title': 'Coroner Creek',
'year': 1948,
'rating': 6.8,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', 'George Macready'],
'genres': ['Western']},
{'title': "Maria's Lovers",
'year': 1984,
'rating': 6.7,
'directors': ['Andrey Konchalovskiy'],
'actors': ['John Savage', 'Keith Carradine', 'Robert Mitchum'],
'genres': ['Drama', 'Romance']},
{'title': 'Wag the Dog',
'year': 1997,
'rating': 7.1,
'directors': ['Barry Levinson'],
'actors': ['Dustin Hoffman', 'Robert De Niro', 'Woody Harrelson'],
'genres': ['Comedy', 'Drama']},
{'title': 'Christmas Eve',
'year': 1947,
'rating': 6.1,
'directors': ['Edwin L. Marin'],
'actors': ['George Raft', 'George Brent', 'Randolph Scott'],
'genres': ['Comedy', 'Drama']},
{'title': 'Schizopolis',
'year': 1996,
'rating': 7.0,
'directors': ['Steven Soderbergh'],
'actors': ['Darrin Dickerson',
'Steven Soderbergh',
'Miles Hardy',
'Scott Allen',
'Marcus Lyle Brown',
'Silas Cooper',
'C.C. Courtney',
'Sonny Cranch'],
'genres': ['Comedy', 'Fantasy', 'Mystery']},
{'title': 'The Son of Monte Cristo',
'year': 1940,
'rating': 6.3,
'directors': ['Rowland V. Lee'],
'actors': ['Louis Hayward', 'George Sanders'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': 'Tango & Cash',
'year': 1989,
'rating': 6.4,
'directors': ['Albert Magnoli', 'Andrey Konchalovskiy'],
'actors': ['Sylvester Stallone', 'Kurt Russell', 'Jack Palance'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Out of the Past',
'year': 1947,
'rating': 8.1,
'directors': ['Jacques Tourneur'],
'actors': ['Robert Mitchum', 'Kirk Douglas'],
'genres': ['Crime', 'Drama']},
{'title': 'One Minute to Zero',
'year': 1952,
'rating': 5.9,
'directors': ['Tay Garnett'],
'actors': ['Robert Mitchum', 'William Talman', 'Charles McGraw'],
'genres': ['Drama', 'War']},
{'title': 'Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb',
'year': 1964,
'rating': 8.4,
'directors': ['Stanley Kubrick'],
'actors': ['Peter Sellers',
'George C. Scott',
'Sterling Hayden',
'Keenan Wynn'],
'genres': ['Comedy']},
{'title': 'The Last Mile',
'year': 1959,
'rating': 6.8,
'directors': ['Howard W. Koch'],
'actors': ['Mickey Rooney',
'Frank Overton',
'Michael Constantine',
'John Vari'],
'genres': ['Drama', 'Thriller']},
{'title': 'Last Train from Gun Hill',
'year': 1959,
'rating': 7.4,
'directors': ['John Sturges'],
'actors': ['Kirk Douglas', 'Anthony Quinn', 'Earl Holliman'],
'genres': ['Romance', 'Western']},
{'title': 'Lethal Weapon 2',
'year': 1989,
'rating': 7.2,
'directors': ['Richard Donner'],
'actors': ['Mel Gibson', 'Danny Glover', 'Joe Pesci'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'Power 98',
'year': 1996,
'rating': 4.6,
'directors': ['Jaime Hellman'],
'actors': ['Eric Roberts', 'Jason Gedrick', 'Jack Betts'],
'genres': ['Action', 'Mystery', 'Thriller']},
{'title': 'Error in Judgment',
'year': 1999,
'rating': 4.7,
'directors': ['Scott P. Levy'],
'actors': ['Joe Mantegna'],
'genres': ['Thriller']},
{'title': 'Everything That Rises',
'year': 1998,
'rating': 6.8,
'directors': ['Dennis Quaid'],
'actors': ['Dennis Quaid', 'Harve Presnell', 'Meat Loaf'],
'genres': ['Adventure', 'Drama', 'Family']},
{'title': 'Simpatico',
'year': 1999,
'rating': 4.5,
'directors': ['Matthew Warchus'],
'actors': ['Nick Nolte', 'Jeff Bridges'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Attila',
'year': 1954,
'rating': 5.5,
'directors': ['Pietro Francisci'],
'actors': ['Anthony Quinn', 'Henri Vidal', 'Claude Laydu'],
'genres': ['Drama', 'History']},
{'title': 'The Gazebo',
'year': 1959,
'rating': 6.9,
'directors': ['George Marshall'],
'actors': ['Glenn Ford', 'Carl Reiner', 'John McGiver'],
'genres': ['Comedy', 'Crime', 'Thriller']},
{'title': '3:10 to Yuma',
'year': 1957,
'rating': 7.6,
'directors': ['Delmer Daves'],
'actors': ['Glenn Ford', 'Van Heflin'],
'genres': ['Drama', 'Thriller', 'Western']},
{'title': 'The Return of Swamp Thing',
'year': 1989,
'rating': 4.5,
'directors': ['Jim Wynorski'],
'actors': ['Dick Durock', 'Louis Jourdan'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'Breaking Away',
'year': 1979,
'rating': 7.7,
'directors': ['Peter Yates'],
'actors': ['Paul Dooley',
'Dennis Christopher',
'Dennis Quaid',
'Daniel Stern',
'Jackie Earle Haley'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Barabbas',
'year': 1961,
'rating': 7.0,
'directors': ['Richard Fleischer'],
'actors': ['Anthony Quinn', 'Arthur Kennedy'],
'genres': ['Adventure', 'Drama']},
{'title': 'Kiss Me Goodbye',
'year': 1982,
'rating': 6.1,
'directors': ['Robert Mulligan'],
'actors': ['James Caan', 'Jeff Bridges', 'Paul Dooley'],
'genres': ['Comedy', 'Fantasy', 'Romance']},
{'title': 'A Slight Case of Larceny',
'year': 1953,
'rating': 6.3,
'directors': ['Don Weis'],
'actors': ['Mickey Rooney', 'Eddie Bracken'],
'genres': ['Comedy', 'Crime']},
{'title': 'Baby Face Nelson',
'year': 1957,
'rating': 6.6,
'directors': ['Don Siegel'],
'actors': ['Mickey Rooney', 'Cedric Hardwicke', 'Leo Gordon'],
'genres': ['Crime', 'Drama']},
{'title': 'I Can Get It for You Wholesale',
'year': 1951,
'rating': 6.8,
'directors': ['Michael Gordon'],
'actors': ['Dan Dailey', 'George Sanders', 'Sam Jaffe'],
'genres': ['Drama', 'Romance']},
{'title': 'Paradise Canyon',
'year': 1935,
'rating': 5.1,
'directors': ['Carl Pierson'],
'actors': ['John Wayne', 'Reed Howes', 'Earle Hodgins'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': "It Can't Be!",
'year': 1975,
'rating': 7.7,
'directors': ['Leonid Gayday'],
'actors': ['Mikhail Pugovkin', 'Vyacheslav Nevinnyy', 'Mikhail Svetin'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Long Voyage Home',
'year': 1940,
'rating': 7.1,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Thomas Mitchell', 'Ian Hunter', 'Ward Bond'],
'genres': ['Drama', 'War']},
{'title': 'From the Earth to the Moon',
'year': 1958,
'rating': 5.2,
'directors': ['Byron Haskin'],
'actors': ['Joseph Cotten', 'George Sanders', 'Don Dubbins'],
'genres': ['Adventure', 'Fantasy', 'Sci-Fi']},
{'title': 'Hondo',
'year': 1953,
'rating': 7.1,
'directors': ['John Farrow'],
'actors': ['John Wayne', 'Ward Bond', 'Michael Pate'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Convoy',
'year': 1978,
'rating': 6.3,
'directors': ['Sam Peckinpah'],
'actors': ['Kris Kristofferson', 'Ernest Borgnine', 'Burt Young'],
'genres': ['Action', 'Drama']},
{'title': "Everything's Ducky",
'year': 1961,
'rating': 4.7,
'directors': ['Don Taylor'],
'actors': ['Mickey Rooney', 'Buddy Hackett', 'Jackie Cooper'],
'genres': ['Comedy', 'Fantasy']},
{'title': 'Smith!',
'year': 1969,
'rating': 6.4,
'directors': ["Michael O'Herlihy"],
'actors': ['Glenn Ford', 'Dean Jagger', 'Keenan Wynn'],
'genres': ['Drama', 'Family', 'Western']},
{'title': 'True Colors',
'year': 1991,
'rating': 6.3,
'directors': ['Herbert Ross'],
'actors': ['John Cusack', 'James Spader', 'Mandy Patinkin'],
'genres': ['Drama']},
{'title': 'Repossessed',
'year': 1990,
'rating': 4.8,
'directors': ['Bob Logan'],
'actors': ['Leslie Nielsen', 'Ned Beatty', 'Anthony Starke'],
'genres': ['Comedy', 'Fantasy', 'Horror']},
{'title': 'The Boston Strangler',
'year': 1968,
'rating': 7.1,
'directors': ['Richard Fleischer'],
'actors': ['Tony Curtis', 'Henry Fonda', 'George Kennedy', 'Mike Kellin'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Diamond Arm',
'year': 1969,
'rating': 8.5,
'directors': ['Leonid Gayday'],
'actors': ['Yuriy Nikulin', 'Andrey Mironov', 'Anatoliy Papanov'],
'genres': ['Adventure', 'Comedy', 'Crime']},
{'title': 'Best of the Best',
'year': 1989,
'rating': 6.4,
'directors': ['Robert Radler'],
'actors': ['Eric Roberts', 'James Earl Jones', 'Phillip Rhee'],
'genres': ['Action', 'Drama', 'Sport']},
{'title': 'The Mind Reader',
'year': 1933,
'rating': 6.7,
'directors': ['Roy Del Ruth'],
'actors': ['Warren William', 'Allen Jenkins'],
'genres': ['Drama', 'Romance']},
{'title': 'Hatari!',
'year': 1962,
'rating': 7.2,
'directors': ['Howard Hawks'],
'actors': ['John Wayne', 'Hardy Krüger', 'Red Buttons'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'The Night Walker',
'year': 1964,
'rating': 6.5,
'directors': ['William Castle'],
'actors': ['Robert Taylor', 'Hayden Rorke'],
'genres': ['Horror', 'Mystery', 'Thriller']},
{'title': 'Yamato Takeru',
'year': 1994,
'rating': 6.4,
'directors': ['Takao Okawara'],
'actors': ['Masahiro Takashima', 'Hiroshi Fujioka', 'Hiroshi Abe'],
'genres': ['Adventure', 'Fantasy']},
{'title': 'Till the End of Time',
'year': 1946,
'rating': 6.9,
'directors': ['Edward Dmytryk'],
'actors': ['Robert Mitchum', 'Guy Madison', 'Bill Williams'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'The Telegraph Trail',
'year': 1933,
'rating': 6.0,
'directors': ['Tenny Wright'],
'actors': ['John Wayne', 'Duke', 'Frank McHugh'],
'genres': ['Western']},
{'title': 'Pather Panchali',
'year': 1955,
'rating': 8.4,
'directors': ['Satyajit Ray'],
'actors': ['Kanu Bannerjee', 'Subir Banerjee'],
'genres': ['Drama']},
{'title': 'Lolly-Madonna XXX',
'year': 1973,
'rating': 6.5,
'directors': ['Richard C. Sarafian'],
'actors': ['Rod Steiger', 'Robert Ryan', 'Jeff Bridges', 'Scott Wilson'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Reunion at Fairborough',
'year': 1985,
'rating': 7.2,
'directors': ['Herbert Wise'],
'actors': ['Robert Mitchum', 'Red Buttons'],
'genres': ['Drama', 'Romance']},
{'title': 'She Wore a Yellow Ribbon',
'year': 1949,
'rating': 7.4,
'directors': ['John Ford'],
'actors': ['John Wayne', 'John Agar', 'Ben Johnson'],
'genres': ['Western']},
{'title': 'Le Tigre se parfume à la dynamite',
'year': 1965,
'rating': 4.4,
'directors': ['Claude Chabrol'],
'actors': ['Roger Hanin', 'Michel Bouquet'],
'genres': ['Adventure', 'Comedy', 'Crime']},
{'title': 'The Morning After',
'year': 1986,
'rating': 6.0,
'directors': ['Sidney Lumet'],
'actors': ['Jeff Bridges', 'Raul Julia'],
'genres': ['Crime', 'Mystery', 'Romance']},
{'title': 'The Last of the Mohicans',
'year': 1936,
'rating': 6.8,
'directors': ['George B. Seitz'],
'actors': ['Randolph Scott', 'Henry Wilcoxon', 'Bruce Cabot'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'The Beginning or the End',
'year': 1947,
'rating': 6.9,
'directors': ['Norman Taurog'],
'actors': ['Brian Donlevy', 'Robert Walker', 'Tom Drake'],
'genres': ['Drama', 'History']},
{'title': 'Radioland Murders',
'year': 1994,
'rating': 6.2,
'directors': ['Mel Smith'],
'actors': ['Brian Benben', 'Ned Beatty', 'George Burns'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Girl Crazy',
'year': 1932,
'rating': 6.3,
'directors': ['William A. Seiter'],
'actors': ['Bert Wheeler', 'Robert Woolsey', 'Eddie Quillan'],
'genres': ['Comedy']},
{'title': 'Popsy Pop',
'year': 1971,
'rating': 4.6,
'directors': ['Jean Herman'],
'actors': ['Stanley Baker', 'Henri Charrière', 'Georges Aminel'],
'genres': ['Crime', 'Drama']},
{'title': 'New York, New York',
'year': 1977,
'rating': 6.7,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Lionel Stander', 'Barry Primus'],
'genres': ['Drama', 'Music']},
{'title': 'The Trail of the Lonesome Pine',
'year': 1936,
'rating': 6.9,
'directors': ['Henry Hathaway'],
'actors': ['Fred MacMurray', 'Henry Fonda', 'Fred Stone'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': 'The Woman Who Sinned',
'year': 1991,
'rating': 5.0,
'directors': ['Michael Switzer'],
'actors': ['Tim Matheson', 'Michael Dudikoff', 'John Vernon'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Ghost and Mrs. Muir',
'year': 1947,
'rating': 7.9,
'directors': ['Joseph L. Mankiewicz'],
'actors': ['Rex Harrison', 'George Sanders'],
'genres': ['Comedy', 'Drama', 'Fantasy']},
{'title': 'Ambush Bay',
'year': 1966,
'rating': 5.4,
'directors': ['Ron Winston'],
'actors': ["Hugh O'Brian",
'Mickey Rooney',
'James Mitchum',
'Peter Masterson'],
'genres': ['Drama', 'War']},
{'title': 'Operation Pacific',
'year': 1951,
'rating': 6.8,
'directors': ['George Waggner'],
'actors': ['John Wayne', 'Ward Bond', 'Scott Forbes'],
'genres': ['Drama', 'War']},
{'title': 'Flying Leathernecks',
'year': 1951,
'rating': 6.5,
'directors': ['Nicholas Ray'],
'actors': ['John Wayne', 'Robert Ryan', 'Don Taylor'],
'genres': ['Action', 'Drama', 'War']},
{'title': 'Cape Fear',
'year': 1991,
'rating': 7.3,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Nick Nolte'],
'genres': ['Crime', 'Thriller']},
{'title': 'The Guns of Navarone',
'year': 1961,
'rating': 7.6,
'directors': ['J. Lee Thompson'],
'actors': ['David Niven', 'Gregory Peck', 'Anthony Quinn', 'Anthony Quayle'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': "Va' dove ti porta il cuore",
'year': 1996,
'rating': 5.1,
'directors': ['Cristina Comencini'],
'actors': ['Massimo Ghini'],
'genres': ['Drama', 'Romance']},
{'title': 'Switching Channels',
'year': 1988,
'rating': 5.9,
'directors': ['Ted Kotcheff'],
'actors': ['Burt Reynolds', 'Christopher Reeve', 'Ned Beatty'],
'genres': ['Comedy', 'Crime']},
{'title': 'New Frontier',
'year': 1939,
'rating': 5.8,
'directors': ['George Sherman'],
'actors': ['John Wayne', 'Ray Corrigan', 'Raymond Hatton'],
'genres': ['Western']},
{'title': 'The Long Wait',
'year': 1954,
'rating': 7.1,
'directors': ['Victor Saville'],
'actors': ['Anthony Quinn', 'Charles Coburn', 'Gene Evans'],
'genres': ['Crime', 'Drama']},
{'title': 'The Treasure of the Silver Lake',
'year': 1962,
'rating': 6.9,
'directors': ['Harald Reinl'],
'actors': ['Pierre Brice', 'Lex Barker', 'Herbert Lom', 'Götz George'],
'genres': ['Adventure', 'Western']},
{'title': 'Something to Talk About',
'year': 1995,
'rating': 5.7,
'directors': ['Lasse Hallström'],
'actors': ['Dennis Quaid', 'Robert Duvall'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Blood Alley',
'year': 1955,
'rating': 6.4,
'directors': ['John Wayne', 'William A. Wellman'],
'actors': ['John Wayne', 'Paul Fix'],
'genres': ['Action', 'Adventure']},
{'title': 'Wyoming Outlaw',
'year': 1939,
'rating': 6.1,
'directors': ['George Sherman'],
'actors': ['John Wayne',
'Ray Corrigan',
'Raymond Hatton',
"Don 'Red' Barry"],
'genres': ['Western']},
{'title': 'Plunder of the Sun',
'year': 1953,
'rating': 6.5,
'directors': ['John Farrow'],
'actors': ['Glenn Ford', 'Francis L. Sullivan'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Sinbad, the Sailor',
'year': 1947,
'rating': 6.3,
'directors': ['Richard Wallace'],
'actors': ['Douglas Fairbanks Jr.', 'Walter Slezak', 'Anthony Quinn'],
'genres': ['Adventure', 'Fantasy', 'Romance']},
{'title': 'The Godfather: Part II',
'year': 1974,
'rating': 9.0,
'directors': ['Francis Ford Coppola'],
'actors': ['Al Pacino', 'Robert De Niro', 'Robert Duvall'],
'genres': ['Crime', 'Drama']},
{'title': 'Runaway',
'year': 1984,
'rating': 5.9,
'directors': ['Michael Crichton'],
'actors': ['Tom Selleck', 'Gene Simmons'],
'genres': ['Action', 'Crime', 'Sci-Fi']},
{'title': 'The Locket',
'year': 1946,
'rating': 7.2,
'directors': ['John Brahm'],
'actors': ['Robert Mitchum', 'Brian Aherne', 'Gene Raymond'],
'genres': ['Drama']},
{'title': 'TRON',
'year': 1982,
'rating': 6.8,
'directors': ['Steven Lisberger'],
'actors': ['Jeff Bridges', 'Bruce Boxleitner', 'David Warner'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'Behold a Pale Horse',
'year': 1964,
'rating': 7.1,
'directors': ['Fred Zinnemann'],
'actors': ['Gregory Peck',
'Anthony Quinn',
'Omar Sharif',
'Raymond Pellegrin'],
'genres': ['Drama', 'War']},
{'title': 'The Racket',
'year': 1951,
'rating': 6.8,
'directors': ['Mel Ferrer',
'John Cromwell',
'Nicholas Ray',
'Sherman Todd',
'Tay Garnett'],
'actors': ['Robert Mitchum', 'Robert Ryan', 'William Talman'],
'genres': ['Crime', 'Drama']},
{'title': 'Cowboy',
'year': 1958,
'rating': 6.8,
'directors': ['Delmer Daves'],
'actors': ['Glenn Ford', 'Jack Lemmon', 'Brian Donlevy'],
'genres': ['Western']},
{'title': 'The List of Adrian Messenger',
'year': 1963,
'rating': 7.0,
'directors': ['John Huston'],
'actors': ['Kirk Douglas',
'Robert Mitchum',
'Tony Curtis',
'Burt Lancaster'],
'genres': ['Mystery']},
{'title': 'The Colossus of Rhodes',
'year': 1961,
'rating': 5.9,
'directors': ['Sergio Leone'],
'actors': ['Rory Calhoun', 'Georges Marchal', 'Conrado San Martín'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'The Comancheros',
'year': 1961,
'rating': 6.9,
'directors': ['John Wayne', 'Michael Curtiz'],
'actors': ['John Wayne', 'Stuart Whitman', 'Nehemiah Persoff'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'The Fabulous Baker Boys',
'year': 1989,
'rating': 6.8,
'directors': ['Steve Kloves'],
'actors': ['Jeff Bridges', 'Beau Bridges'],
'genres': ['Drama', 'Music', 'Romance']},
{'title': 'The Big City',
'year': 1963,
'rating': 8.3,
'directors': ['Satyajit Ray'],
'actors': ['Anil Chatterjee', 'Haren Chatterjee'],
'genres': ['Drama']},
{'title': "Don't Go Near the Water",
'year': 1957,
'rating': 6.3,
'directors': ['Charles Walters'],
'actors': ['Glenn Ford', 'Earl Holliman'],
'genres': ['Adventure', 'Comedy', 'Romance']},
{'title': 'Somebody to Love',
'year': 1994,
'rating': 5.2,
'directors': ['Alexandre Rockwell'],
'actors': ['Harvey Keitel', 'Anthony Quinn', 'Michael DeLorenzo'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Wild Party',
'year': 1956,
'rating': 6.9,
'directors': ['Harry Horner'],
'actors': ['Anthony Quinn', 'Arthur Franz', 'Jay Robinson'],
'genres': ['Crime', 'Drama']},
{'title': 'The Grifters',
'year': 1990,
'rating': 7.0,
'directors': ['Stephen Frears'],
'actors': ['John Cusack', 'Jan Munroe'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Presenting Lily Mars',
'year': 1943,
'rating': 6.8,
'directors': ['Norman Taurog'],
'actors': ['Van Heflin', 'Richard Carlson'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Last of the Secret Agents?',
'year': 1966,
'rating': 4.5,
'directors': ['Norman Abbott'],
'actors': ['Marty Allen', 'Steve Rossi', 'John Williams'],
'genres': ['Comedy']},
{'title': 'The Changeling',
'year': 1980,
'rating': 7.3,
'directors': ['Peter Medak'],
'actors': ['George C. Scott', 'Melvyn Douglas'],
'genres': ['Horror']},
{'title': 'Charulata',
'year': 1964,
'rating': 8.2,
'directors': ['Satyajit Ray'],
'actors': ['Soumitra Chatterjee', 'Shailen Mukherjee', 'Shyamal Ghoshal'],
'genres': ['Drama', 'Romance']},
{'title': 'Stars',
'year': 1959,
'rating': 7.5,
'directors': ['Konrad Wolf'],
'actors': ['Jürgen Frohriep', 'Erik S. Klein', 'Stefan Pejchev'],
'genres': ['Drama', 'War']},
{'title': 'Waco',
'year': 1966,
'rating': 5.6,
'directors': ['R.G. Springsteen'],
'actors': ['Howard Keel', 'Brian Donlevy', 'Wendell Corey'],
'genres': ['Western']},
{'title': 'The Last Days of Frankie the Fly',
'year': 1996,
'rating': 5.4,
'directors': ['Peter Markle'],
'actors': ['Dennis Hopper', 'Michael Madsen', 'Kiefer Sutherland'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Virginian',
'year': 1946,
'rating': 6.5,
'directors': ['Stuart Gilmore'],
'actors': ['Joel McCrea', 'Brian Donlevy', 'Sonny Tufts'],
'genres': ['Romance', 'Western']},
{'title': 'Naughty Girl',
'year': 1956,
'rating': 5.9,
'directors': ['Michel Boisrond'],
'actors': ['Jean Bretonnière', 'Mischa Auer'],
'genres': ['Comedy', 'Romance']},
{'title': 'Chimes at Midnight',
'year': 1965,
'rating': 7.9,
'directors': ['Orson Welles'],
'actors': ['Orson Welles', 'John Gielgud'],
'genres': ['Comedy', 'Drama', 'History']},
{'title': 'Battle of the Bulge',
'year': 1965,
'rating': 6.8,
'directors': ['Ken Annakin'],
'actors': ['Henry Fonda', 'Robert Shaw', 'Robert Ryan', 'Dana Andrews'],
'genres': ['Drama', 'History', 'War']},
{'title': 'The Night the Lights Went Out in Georgia',
'year': 1981,
'rating': 6.1,
'directors': ['Ron Maxwell'],
'actors': ['Dennis Quaid', 'Mark Hamill'],
'genres': ['Drama', 'Music']},
{'title': 'Our Winning Season',
'year': 1978,
'rating': 5.4,
'directors': ['Joseph Ruben'],
'actors': ['Scott Jacoby', 'Dennis Quaid', 'Robert Wahler'],
'genres': ['Drama']},
{'title': 'The Jack Bull',
'year': 1999,
'rating': 6.9,
'directors': ['John Badham'],
'actors': ['John Cusack', 'John Goodman', 'L.Q. Jones'],
'genres': ['Drama', 'Western']},
{'title': 'Go West, Young Lady',
'year': 1941,
'rating': 6.5,
'directors': ['Frank R. Strayer'],
'actors': ['Glenn Ford', 'Charles Ruggles'],
'genres': ['Comedy', 'Music', 'Western']},
{'title': 'A Family Affair',
'year': 1937,
'rating': 6.9,
'directors': ['George B. Seitz'],
'actors': ['Lionel Barrymore', 'Eric Linden', 'Mickey Rooney'],
'genres': ['Comedy']},
{'title': 'The Shootist',
'year': 1976,
'rating': 7.7,
'directors': ['Don Siegel'],
'actors': ['John Wayne', 'Ron Howard', 'James Stewart'],
'genres': ['Drama', 'Romance', 'Western']},
{'title': 'Girl Crazy',
'year': 1943,
'rating': 7.0,
'directors': ['Busby Berkeley', 'Norman Taurog'],
'actors': ['Mickey Rooney', 'Gil Stratton', 'Robert E. Strickland'],
'genres': ['Comedy', 'Romance']},
{'title': 'Sophia Loren: Her Own Story',
'year': 1980,
'rating': 6.7,
'directors': ['Mel Stuart'],
'actors': ['Armand Assante', 'John Gavin', 'Rip Torn'],
'genres': ['Drama']},
{'title': 'My Little Pony: The Movie',
'year': 1986,
'rating': 6.0,
'directors': ['Mike Joens'],
'actors': ['Danny DeVito'],
'genres': ['Animation', 'Family', 'Fantasy']},
{'title': "Dead Man's Revenge",
'year': 1994,
'rating': 5.2,
'directors': ['Alan J. Levi'],
'actors': ['Bruce Dern',
'Michael Ironside',
'Vondie Curtis-Hall',
'Keith Coulouris'],
'genres': ['Western']},
{'title': 'Seven Cities of Gold',
'year': 1955,
'rating': 6.2,
'directors': ['Robert D. Webb'],
'actors': ['Richard Egan',
'Anthony Quinn',
'Michael Rennie',
'Jeffrey Hunter'],
'genres': ['Adventure', 'History']},
{'title': 'Macao',
'year': 1952,
'rating': 6.7,
'directors': ['Josef von Sternberg', 'Nicholas Ray'],
'actors': ['Robert Mitchum', 'William Bendix', 'Thomas Gomez'],
'genres': ['Adventure', 'Crime', 'Drama']},
{'title': 'The Lusty Men',
'year': 1952,
'rating': 7.5,
'directors': ['Robert Parrish', 'Nicholas Ray'],
'actors': ['Robert Mitchum', 'Arthur Kennedy', 'Arthur Hunnicutt'],
'genres': ['Action', 'Drama', 'Sport']},
{'title': 'Angel Face',
'year': 1953,
'rating': 7.3,
'directors': ['Otto Preminger'],
'actors': ['Robert Mitchum', 'Herbert Marshall'],
'genres': ['Crime', 'Drama']},
{'title': 'Son of Fury: The Story of Benjamin Blake',
'year': 1942,
'rating': 7.2,
'directors': ['John Cromwell'],
'actors': ['Tyrone Power', 'George Sanders'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': 'Come See the Paradise',
'year': 1990,
'rating': 6.7,
'directors': ['Alan Parker'],
'actors': ['Dennis Quaid', 'Sab Shimono'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Pit Stop',
'year': 1969,
'rating': 6.8,
'directors': ['Jack Hill'],
'actors': ['Brian Donlevy', 'Richard Davalos', 'Sid Haig'],
'genres': ['Action', 'Drama', 'Sport']},
{'title': 'Born to the West',
'year': 1937,
'rating': 5.7,
'directors': ['Charles Barton'],
'actors': ['John Wayne', 'Johnny Mack Brown', 'John Patterson'],
'genres': ['Romance', 'Western']},
{'title': 'Comanche Station',
'year': 1960,
'rating': 7.1,
'directors': ['Budd Boetticher'],
'actors': ['Rand Brooks',
'Randolph Scott',
'Claude Akins',
'Skip Homeier',
'Richard Rust'],
'genres': ['Drama', 'Western']},
{'title': 'Wildflowers',
'year': 1999,
'rating': 5.6,
'directors': ['Melissa Painter'],
'actors': ['Tomas Arana', 'Eric Roberts'],
'genres': ['Drama']},
{'title': 'The Magnificent Dope',
'year': 1942,
'rating': 6.9,
'directors': ['Walter Lang'],
'actors': ['Henry Fonda', 'Don Ameche', 'Edward Everett Horton'],
'genres': ['Comedy']},
{'title': 'The Cariboo Trail',
'year': 1950,
'rating': 6.0,
'directors': ['Edwin L. Marin'],
'actors': ['Randolph Scott', "George 'Gabby' Hayes", 'Bill Williams'],
'genres': ['Western']},
{'title': 'Mr. Soft Touch',
'year': 1949,
'rating': 6.6,
'directors': ['Henry Levin', 'Gordon Douglas'],
'actors': ['Glenn Ford', 'John Ireland'],
'genres': ['Crime', 'Drama']},
{'title': 'My Neighbor Totoro',
'year': 1988,
'rating': 8.2,
'directors': ['Hayao Miyazaki'],
'actors': ['Hitoshi Takagi', 'Shigesato Itoi'],
'genres': ['Animation', 'Family', 'Fantasy']},
{'title': 'The Good Guys and the Bad Guys',
'year': 1969,
'rating': 6.2,
'directors': ['Burt Kennedy'],
'actors': ['Robert Mitchum',
'George Kennedy',
'Martin Balsam',
'David Carradine'],
'genres': ['Comedy', 'Western']},
{'title': 'A Boy Called Hate',
'year': 1995,
'rating': 5.1,
'directors': ['Mitch Marcus'],
'actors': ['Scott Caan',
'Lee Nashold',
'Kevin Michael Richardson',
'James Caan'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Babyfever',
'year': 1994,
'rating': 5.4,
'directors': ['Victoria Foyt', 'Henry Jaglom'],
'actors': ['Matt Salinger', 'Eric Roberts'],
'genres': ['Comedy', 'Drama']},
{'title': 'Superman II',
'year': 1980,
'rating': 6.8,
'directors': ['Richard Donner', 'Richard Lester'],
'actors': ['Gene Hackman', 'Christopher Reeve', 'Ned Beatty'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'The Destructors',
'year': 1974,
'rating': 6.2,
'directors': ['Robert Parrish'],
'actors': ['Michael Caine', 'Anthony Quinn', 'James Mason', 'Maurice Ronet'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Sundown',
'year': 1941,
'rating': 5.8,
'directors': ['Henry Hathaway'],
'actors': ['Bruce Cabot', 'George Sanders', 'Harry Carey'],
'genres': ['Drama', 'War']},
{'title': 'Chapter Two',
'year': 1979,
'rating': 5.9,
'directors': ['Robert Moore'],
'actors': ['James Caan', 'Joseph Bologna'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': '12 Angry Men',
'year': 1957,
'rating': 8.9,
'directors': ['Sidney Lumet'],
'actors': ['Henry Fonda', 'Lee J. Cobb', 'Martin Balsam', 'John Fiedler'],
'genres': ['Crime', 'Drama']},
{'title': 'The Barbarian and the Geisha',
'year': 1958,
'rating': 5.6,
'directors': ['John Huston'],
'actors': ['John Wayne', 'Sam Jaffe', 'Sô Yamamura'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'American Heart',
'year': 1992,
'rating': 6.8,
'directors': ['Martin Bell'],
'actors': ['Jeff Bridges', 'Edward Furlong', 'John Boylan', 'Greg Sevigny'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Little Ayse and the Magic Dwarfs in the Land of Dreams',
'year': 1971,
'rating': 4.8,
'directors': ['Tunç Basaran'],
'actors': ['Süleyman Turan', 'Metin Serezli'],
'genres': ['Adventure', 'Family', 'Fantasy']},
{'title': '80 Steps to Jonah',
'year': 1969,
'rating': 5.9,
'directors': ['Gerd Oswald'],
'actors': ['Wayne Newton', 'Mickey Rooney', 'Keenan Wynn'],
'genres': ['Drama']},
{'title': 'Flight Lieutenant',
'year': 1942,
'rating': 6.0,
'directors': ['Sidney Salkow'],
'actors': ["Pat O'Brien", 'Glenn Ford', 'Jonathan Hale'],
'genres': ['Action', 'Drama', 'Romance']},
{'title': '1900',
'year': 1976,
'rating': 7.7,
'directors': ['Bernardo Bertolucci'],
'actors': ['Robert De Niro', 'Gérard Depardieu'],
'genres': ['Drama', 'History']},
{'title': 'Where Danger Lives',
'year': 1950,
'rating': 6.8,
'directors': ['John Farrow'],
'actors': ['Robert Mitchum', 'Claude Rains'],
'genres': ['Crime', 'Thriller']},
{'title': 'Elvis',
'year': 1979,
'rating': 7.1,
'directors': ['John Carpenter'],
'actors': ['Kurt Russell', 'Bing Russell', 'Robert Gray'],
'genres': ['Drama', 'Music']},
{'title': 'Return of the Bad Men',
'year': 1948,
'rating': 6.3,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', 'Robert Ryan', "George 'Gabby' Hayes"],
'genres': ['Western']},
{'title': 'The Return of October',
'year': 1948,
'rating': 6.5,
'directors': ['Joseph H. Lewis'],
'actors': ['Glenn Ford', 'Albert Sharpe', 'James Gleason'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Seventh Sin',
'year': 1957,
'rating': 6.4,
'directors': ['Ronald Neame', 'Vincente Minnelli'],
'actors': ['Bill Travers', 'George Sanders', 'Jean-Pierre Aumont'],
'genres': ['Drama']},
{'title': 'Summer Storm',
'year': 1944,
'rating': 6.8,
'directors': ['Douglas Sirk'],
'actors': ['George Sanders', 'Edward Everett Horton'],
'genres': ['Crime', 'Drama']},
{'title': 'High, Wide and Handsome',
'year': 1937,
'rating': 6.8,
'directors': ['Rouben Mamoulian'],
'actors': ['Randolph Scott'],
'genres': ['Western']},
{'title': 'The Spoilers',
'year': 1942,
'rating': 6.8,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', 'John Wayne'],
'genres': ['Drama', 'Western']},
{'title': 'Winds of the Wasteland',
'year': 1936,
'rating': 6.1,
'directors': ['Mack V. Wright'],
'actors': ['John Wayne', 'Lew Kelly', 'Douglas Cosgrove'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'Follow the Fleet',
'year': 1936,
'rating': 7.2,
'directors': ['Mark Sandrich'],
'actors': ['Fred Astaire', 'Randolph Scott'],
'genres': ['Comedy', 'Romance']},
{'title': 'Odyssey of the Pacific',
'year': 1982,
'rating': 5.6,
'directors': ['Fernando Arrabal'],
'actors': ['Mickey Rooney', 'Jonathan Starr', 'Ky Huot Uk'],
'genres': ['Adventure']},
{'title': "In Harm's Way",
'year': 1965,
'rating': 7.3,
'directors': ['Otto Preminger'],
'actors': ['John Wayne', 'Kirk Douglas', 'Tom Tryon'],
'genres': ['Drama', 'War']},
{'title': 'Stroker Ace',
'year': 1983,
'rating': 4.8,
'directors': ['Hal Needham'],
'actors': ['Burt Reynolds', 'Ned Beatty', 'Jim Nabors', 'Parker Stevenson'],
'genres': ['Action', 'Comedy', 'Romance']},
{'title': 'Garden of the Dead',
'year': 1972,
'rating': 4.0,
'directors': ['John Hayes'],
'actors': ['Marland Proctor',
'Philip Kenneally',
'Duncan McLeod',
'John Dullaghan',
'John Dennis'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'Sorry, Wrong Number',
'year': 1989,
'rating': 4.5,
'directors': ['Tony Wharmby'],
'actors': ['Carl Weintraub', 'Patrick Macnee'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Fan',
'year': 1949,
'rating': 6.7,
'directors': ['Otto Preminger'],
'actors': ['George Sanders', 'Richard Greene'],
'genres': ['Comedy', 'Romance']},
{'title': 'Wyatt Earp',
'year': 1994,
'rating': 6.7,
'directors': ['Lawrence Kasdan'],
'actors': ['Kevin Costner', 'Dennis Quaid', 'Gene Hackman', 'David Andrews'],
'genres': ['Adventure', 'Crime']},
{'title': 'Doctor Who',
'year': 1996,
'rating': 6.4,
'directors': ['Geoffrey Sax'],
'actors': ['Paul McGann', 'Eric Roberts', 'Sylvester McCoy'],
'genres': ['Adventure', 'Drama', 'Sci-Fi']},
{'title': 'Huo yun chuan qi',
'year': 1994,
'rating': 6.2,
'directors': ['Woo-Ping Yuen'],
'actors': ['Gang Wu', 'Siu Chung Mok', 'Joe Chu', 'Lap-Man Sinn'],
'genres': ['Action']},
{'title': 'Dragon Ball: The Path to Power',
'year': 1996,
'rating': 7.5,
'directors': ['Shigeyasu Yamauchi'],
'actors': ['Naoki Tatsuta'],
'genres': ['Action', 'Adventure', 'Animation']},
{'title': 'The Quatermass Xperiment',
'year': 1955,
'rating': 6.7,
'directors': ['Val Guest'],
'actors': ['Brian Donlevy', 'Jack Warner'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'Found',
'year': 1975,
'rating': 7.6,
'directors': ['Hrishikesh Mukherjee'],
'actors': ['Amitabh Bachchan', 'Ashok Kumar'],
'genres': ['Drama', 'Family']},
{'title': 'Rio Lobo',
'year': 1970,
'rating': 6.8,
'directors': ['Howard Hawks'],
'actors': ['John Wayne', 'Jorge Rivero', 'Jack Elam'],
'genres': ['Adventure', 'Romance', 'War']},
{'title': 'Wild Bill',
'year': 1995,
'rating': 5.9,
'directors': ['Walter Hill'],
'actors': ['Jeff Bridges', 'John Hurt'],
'genres': ['Action', 'Western']},
{'title': 'Visitors of the Night',
'year': 1995,
'rating': 5.1,
'directors': ['Jorge Montesi'],
'actors': ['Stephen McHattie', 'Dale Midkiff'],
'genres': ['Sci-Fi', 'Thriller']},
{'title': 'Rancho Deluxe',
'year': 1975,
'rating': 6.4,
'directors': ['Frank Perry'],
'actors': ['Jeff Bridges', 'Sam Waterston', 'Clifton James'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'Bombardier',
'year': 1943,
'rating': 6.1,
'directors': ['Richard Wallace', 'Lambert Hillyer'],
'actors': ["Pat O'Brien", 'Randolph Scott', 'Eddie Albert'],
'genres': ['Drama', 'War']},
{'title': 'Youth of the Son',
'year': 1952,
'rating': 6.2,
'directors': ['Masaki Kobayashi'],
'actors': ['Akira Ishihama', 'Chishû Ryû'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Big Steal',
'year': 1949,
'rating': 7.0,
'directors': ['Don Siegel'],
'actors': ['Robert Mitchum', 'William Bendix', 'Patric Knowles'],
'genres': ['Crime', 'Romance']},
{'title': 'The Red Pony',
'year': 1949,
'rating': 6.4,
'directors': ['Lewis Milestone'],
'actors': ['Robert Mitchum', 'Louis Calhern', 'Shepperd Strudwick'],
'genres': ['Drama', 'Family', 'Western']},
{'title': 'The Violent Men',
'year': 1954,
'rating': 7.0,
'directors': ['Rudolph Maté'],
'actors': ['Glenn Ford', 'Edward G. Robinson'],
'genres': ['Western']},
{'title': 'The Mad Miss Manton',
'year': 1938,
'rating': 6.9,
'directors': ['Leigh Jason'],
'actors': ['Henry Fonda', 'Sam Levene'],
'genres': ['Comedy', 'Crime', 'Mystery']},
{'title': 'Andy Hardy Gets Spring Fever',
'year': 1939,
'rating': 6.6,
'directors': ['W.S. Van Dyke'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy', 'Romance']},
{'title': 'Babe: Pig in the City',
'year': 1998,
'rating': 5.8,
'directors': ['George Miller'],
'actors': ['Mickey Rooney', 'James Cromwell'],
'genres': ['Adventure', 'Comedy', 'Drama']},
{'title': 'Every Afternoon',
'year': 1972,
'rating': 4.5,
'directors': ['Joseph W. Sarno'],
'actors': ['Peder Kinberg'],
'genres': ['Drama']},
{'title': 'I Wanted Wings',
'year': 1941,
'rating': 6.3,
'directors': ['Mitchell Leisen'],
'actors': ['Ray Milland', 'William Holden', 'Wayne Morris', 'Brian Donlevy'],
'genres': ['Drama']},
{'title': 'Pittsburgh',
'year': 1942,
'rating': 6.7,
'directors': ['Lewis Seiler'],
'actors': ['John Wayne', 'Randolph Scott', 'Frank Craven'],
'genres': ['Drama']},
{'title': 'Fear and Desire',
'year': 1953,
'rating': 5.6,
'directors': ['Stanley Kubrick'],
'actors': ['Frank Silvera', 'Kenneth Harp', 'Paul Mazursky', 'Stephen Coit'],
'genres': ['Drama', 'Thriller', 'War']},
{'title': 'Impact',
'year': 1949,
'rating': 7.1,
'directors': ['Arthur Lubin'],
'actors': ['Brian Donlevy', 'Charles Coburn'],
'genres': ['Crime', 'Drama']},
{'title': 'The Farmer Takes a Wife',
'year': 1935,
'rating': 6.4,
'directors': ['Victor Fleming'],
'actors': ['Henry Fonda', 'Charles Bickford', 'Slim Summerville'],
'genres': ['Comedy', 'Romance']},
{'title': 'Eight Men Out',
'year': 1988,
'rating': 7.3,
'directors': ['John Sayles'],
'actors': ['John Cusack',
'Clifton James',
'Michael Lerner',
'Christopher Lloyd'],
'genres': ['Drama', 'History', 'Sport']},
{'title': 'Requiem for a Heavyweight',
'year': 1962,
'rating': 7.9,
'directors': ['Ralph Nelson'],
'actors': ['Anthony Quinn', 'Jackie Gleason', 'Mickey Rooney'],
'genres': ['Drama', 'Sport']},
{'title': 'The Captain from Köpenick',
'year': 1956,
'rating': 7.2,
'directors': ['Helmut Käutner'],
'actors': ['Heinz Rühmann', 'Martin Held', 'Willy A. Kleinau'],
'genres': ['Comedy', 'Drama']},
{'title': 'Watch Me When I Kill',
'year': 1977,
'rating': 5.9,
'directors': ['Antonio Bido'],
'actors': ['Corrado Pani', 'Franco Citti', 'Fernando Cerulli'],
'genres': ['Mystery', 'Thriller']},
{'title': 'The Fugitive',
'year': 1947,
'rating': 6.5,
'directors': ['Emilio Fernández', 'John Ford'],
'actors': ['Henry Fonda', 'Pedro Armendáriz', 'J. Carrol Naish'],
'genres': ['Drama', 'History']},
{'title': 'Gallant Journey',
'year': 1946,
'rating': 6.5,
'directors': ['William A. Wellman'],
'actors': ['Glenn Ford', 'Charles Ruggles', 'Henry Travers'],
'genres': ['Drama', 'History']},
{'title': 'The Wonderful Country',
'year': 1959,
'rating': 6.2,
'directors': ['Robert Parrish'],
'actors': ['Robert Mitchum', 'Gary Merrill', 'Albert Dekker'],
'genres': ['Romance', 'Western']},
{'title': 'Murder, Inc.',
'year': 1960,
'rating': 6.6,
'directors': ['Burt Balaban', 'Stuart Rosenberg'],
'actors': ['Stuart Whitman', 'Henry Morgan', 'Peter Falk'],
'genres': ['Crime', 'Drama']},
{'title': 'Slow Burn',
'year': 1986,
'rating': 5.3,
'directors': ['Matthew Chapman'],
'actors': ['Eric Roberts', 'Dennis Lipscomb', 'Raymond J. Barry'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Sheepman',
'year': 1958,
'rating': 6.9,
'directors': ['George Marshall'],
'actors': ['Glenn Ford', 'Leslie Nielsen', 'Mickey Shaughnessy'],
'genres': ['Western']},
{'title': 'Love Is a Gun',
'year': 1994,
'rating': 5.1,
'directors': ['David Hartwell'],
'actors': ['Eric Roberts', 'R. Lee Ermey'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Captain Kidd',
'year': 1945,
'rating': 6.4,
'directors': ['Rowland V. Lee'],
'actors': ['Charles Laughton', 'Randolph Scott', 'Reginald Owen'],
'genres': ['Adventure', 'Drama']},
{'title': 'Final Analysis',
'year': 1992,
'rating': 5.8,
'directors': ['Phil Joanou'],
'actors': ['Richard Gere', 'Eric Roberts'],
'genres': ['Drama', 'Thriller']},
{'title': 'A Lawless Street',
'year': 1955,
'rating': 6.4,
'directors': ['Joseph H. Lewis'],
'actors': ['Randolph Scott', 'Warner Anderson'],
'genres': ['Western']},
{'title': 'The Serpent',
'year': 1973,
'rating': 6.4,
'directors': ['Henri Verneuil'],
'actors': ['Yul Brynner', 'Henry Fonda', 'Dirk Bogarde', 'Philippe Noiret'],
'genres': ['Thriller']},
{'title': 'The Magic of Lassie',
'year': 1978,
'rating': 5.7,
'directors': ['Don Chaffey'],
'actors': ['James Stewart', 'Mickey Rooney', 'Pernell Roberts'],
'genres': ['Drama', 'Family']},
{'title': 'Call Me Madam',
'year': 1953,
'rating': 7.0,
'directors': ['Walter Lang'],
'actors': ["Donald O'Connor", 'George Sanders'],
'genres': ['Comedy', 'Romance']},
{'title': 'La Strada',
'year': 1954,
'rating': 8.1,
'directors': ['Federico Fellini'],
'actors': ['Anthony Quinn', 'Richard Basehart', 'Aldo Silvani'],
'genres': ['Drama']},
{'title': 'Falling in Love',
'year': 1984,
'rating': 6.5,
'directors': ['Ulu Grosbard'],
'actors': ['Robert De Niro', 'Harvey Keitel'],
'genres': ['Drama', 'Romance']},
{'title': 'Escape from L.A.',
'year': 1996,
'rating': 5.7,
'directors': ['John Carpenter'],
'actors': ['Kurt Russell', 'Steve Buscemi', 'Stacy Keach', 'Peter Fonda'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': 'Going Home',
'year': 1971,
'rating': 6.0,
'directors': ['Herbert B. Leonard'],
'actors': ['Robert Mitchum', 'Jan-Michael Vincent', 'Jason Bernard'],
'genres': ['Drama']},
{'title': 'One in a Million: The Ron LeFlore Story',
'year': 1977,
'rating': 6.8,
'directors': ['William A. Graham'],
'actors': ['LeVar Burton', 'Paul Benjamin', 'James Luisi'],
'genres': ['Drama', 'Sport']},
{'title': 'Shoulder Arms',
'year': 1918,
'rating': 6.9,
'directors': ['Charles Chaplin'],
'actors': ['L.A. Blaisdell',
'Charles Chaplin',
'Syd Chaplin',
'Loyal Underwood',
'Henry Bergman',
'Tom Wilson',
'Albert Austin',
'Jack Wilson',
'W.J. Allen'],
'genres': ['Comedy', 'War']},
{'title': 'Down by Law',
'year': 1986,
'rating': 7.8,
'directors': ['Jim Jarmusch'],
'actors': ['Tom Waits', 'John Lurie', 'Roberto Benigni'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Rounders',
'year': 1965,
'rating': 6.3,
'directors': ['Burt Kennedy'],
'actors': ['Glenn Ford', 'Henry Fonda'],
'genres': ['Comedy', 'Western']},
{'title': 'The Untouchables',
'year': 1987,
'rating': 7.9,
'directors': ['Brian De Palma'],
'actors': ['Kevin Costner',
'Sean Connery',
'Robert De Niro',
'Charles Martin Smith'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Birth of the Blues',
'year': 1941,
'rating': 6.4,
'directors': ['Victor Schertzinger'],
'actors': ['Bing Crosby', 'Brian Donlevy'],
'genres': ['Music']},
{'title': "Thompson's Last Run",
'year': 1986,
'rating': 6.2,
'directors': ['Jerrold Freedman'],
'actors': ['Robert Mitchum', 'Wilford Brimley', 'Guy Boyd'],
'genres': ['Drama']},
{'title': 'Grosse Pointe Blank',
'year': 1997,
'rating': 7.4,
'directors': ['George Armitage'],
'actors': ['John Cusack', 'Dan Aykroyd'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Abilene Town',
'year': 1946,
'rating': 6.4,
'directors': ['Edwin L. Marin'],
'actors': ['Randolph Scott', 'Edgar Buchanan'],
'genres': ['Romance', 'Western']},
{'title': 'Rude Awakening',
'year': 1989,
'rating': 4.4,
'directors': ['Aaron Russo', 'David Greenwalt'],
'actors': ['Cheech Marin', 'Eric Roberts', 'Robert Carradine'],
'genres': ['Comedy']},
{'title': 'Night and the City',
'year': 1992,
'rating': 5.8,
'directors': ['Irwin Winkler'],
'actors': ['Robert De Niro', 'Cliff Gorman', 'Alan King'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Iceman Cometh',
'year': 1973,
'rating': 7.4,
'directors': ['John Frankenheimer'],
'actors': ['Lee Marvin', 'Fredric March', 'Robert Ryan', 'Jeff Bridges'],
'genres': ['Drama']},
{'title': 'My Name Is Nobody',
'year': 1973,
'rating': 7.5,
'directors': ['Tonino Valerii'],
'actors': ['Terence Hill', 'Henry Fonda', 'Jean Martin', 'R.G. Armstrong'],
'genres': ['Comedy', 'Western']},
{'title': 'The Return of Frank James',
'year': 1940,
'rating': 6.7,
'directors': ['Fritz Lang'],
'actors': ['John Carradine', 'Henry Fonda', 'Jackie Cooper', 'Henry Hull'],
'genres': ['Crime', 'History', 'Western']},
{'title': 'The Killing',
'year': 1956,
'rating': 8.0,
'directors': ['Stanley Kubrick'],
'actors': ['Sterling Hayden', 'Vince Edwards', 'Jay C. Flippen'],
'genres': ['Crime', 'Drama']},
{'title': 'Convicted',
'year': 1950,
'rating': 6.9,
'directors': ['Henry Levin'],
'actors': ['Glenn Ford', 'Broderick Crawford', 'Millard Mitchell'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Nous sommes tous des assassins',
'year': 1952,
'rating': 7.3,
'directors': ['André Cayatte'],
'actors': ['Marcel Mouloudji',
'Raymond Pellegrin',
'Antoine Balpêtré',
'Julien Verdier'],
'genres': ['Drama']},
{'title': 'Lust for Gold',
'year': 1949,
'rating': 6.9,
'directors': ['S. Sylvan Simon', 'George Marshall'],
'actors': ['Glenn Ford', 'Gig Young', 'William Prince'],
'genres': ['Adventure', 'Crime', 'Western']},
{'title': 'Midway',
'year': 1976,
'rating': 6.8,
'directors': ['Jack Smight'],
'actors': ['Charlton Heston', 'Henry Fonda', 'James Coburn', 'Glenn Ford'],
'genres': ['Action', 'Drama', 'History']},
{'title': 'The Message',
'year': 1976,
'rating': 8.2,
'directors': ['Moustapha Akkad'],
'actors': ['Anthony Quinn', 'Michael Ansara', 'Johnny Sekka'],
'genres': ['Adventure', 'Drama']},
{'title': 'Hide in Plain Sight',
'year': 1980,
'rating': 6.3,
'directors': ['James Caan'],
'actors': ['James Caan', 'Robert Viharo', 'Joe Grifasi'],
'genres': ['Drama']},
{'title': 'West of the Divide',
'year': 1934,
'rating': 5.3,
'directors': ['Robert N. Bradbury'],
'actors': ['Lafe McKee',
'John Wayne',
"George 'Gabby' Hayes",
'Lloyd Whitlock',
'Yakima Canutt'],
'genres': ['Romance', 'Western']},
{'title': 'I Cover the War!',
'year': 1937,
'rating': 5.8,
'directors': ['Arthur Lubin'],
'actors': ['John Wayne', 'Don Barclay', 'Charles Brokaw'],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'Dick Tracy',
'year': 1937,
'rating': 7.1,
'directors': ['Alan James', 'Ray Taylor'],
'actors': ['Ralph Byrd', 'Smiley Burnette', 'Lee Van Atta'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Paras-Pathar',
'year': 1958,
'rating': 7.7,
'directors': ['Satyajit Ray'],
'actors': ['Tulsi Chakraborty', 'Kali Bannerjee', 'Gangapada Basu'],
'genres': ['Comedy']},
{'title': 'Redskin',
'year': 1929,
'rating': 7.0,
'directors': ['Victor Schertzinger'],
'actors': ['Richard Dix', 'Tully Marshall', 'George Regas'],
'genres': ['Adventure', 'Drama', 'Western']},
{'title': 'HouseSitter',
'year': 1992,
'rating': 6.1,
'directors': ['Frank Oz'],
'actors': ['Steve Martin'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Unknown Cyclist',
'year': 1998,
'rating': 5.8,
'directors': ['Bernard Salzmann'],
'actors': ['Vincent Spano', 'Danny Nucci', 'Stephen Spinella'],
'genres': ['Drama']},
{'title': 'Desire Me',
'year': 1947,
'rating': 6.0,
'directors': ['Victor Saville',
'Jack Conway',
'George Cukor',
'Mervyn LeRoy'],
'actors': ['Robert Mitchum', 'Richard Hart', 'Morris Ankrum'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Raggedy Man',
'year': 1981,
'rating': 6.8,
'directors': ['Jack Fisk'],
'actors': ['Eric Roberts', 'Sam Shepard', 'William Sanderson'],
'genres': ['Drama']},
{'title': 'The Big Wheel',
'year': 1949,
'rating': 5.7,
'directors': ['Edward Ludwig'],
'actors': ['Mickey Rooney', 'Thomas Mitchell', "Michael O'Shea"],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'Tex',
'year': 1982,
'rating': 6.6,
'directors': ['Tim Hunter'],
'actors': ['Matt Dillon', 'Jim Metzler', 'Bill McKinney'],
'genres': ['Drama']},
{'title': 'That Championship Season',
'year': 1982,
'rating': 6.3,
'directors': ['Jason Miller'],
'actors': ['Bruce Dern', 'Stacy Keach', 'Robert Mitchum', 'Martin Sheen'],
'genres': ['Drama']},
{'title': 'Shakespeare in... and Out',
'year': 1999,
'rating': 5.6,
'directors': ['Peter Shushtari'],
'actors': ['Roger Shank',
'Lawrence Trilling',
'J.D. Smith',
'William Neenan'],
'genres': ['Comedy', 'Drama']},
{'title': 'Enemy Mine',
'year': 1985,
'rating': 6.9,
'directors': ['Wolfgang Petersen'],
'actors': ['Dennis Quaid',
'Louis Gossett Jr.',
'Brion James',
'Richard Marcus'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'The Best of Times',
'year': 1986,
'rating': 6.0,
'directors': ['Roger Spottiswoode'],
'actors': ['Robin Williams', 'Kurt Russell'],
'genres': ['Comedy', 'Drama', 'Sport']},
{'title': 'Souls at Sea',
'year': 1937,
'rating': 6.9,
'directors': ['Henry Hathaway'],
'actors': ['Gary Cooper', 'George Raft', 'Henry Wilcoxon'],
'genres': ['Action', 'Adventure']},
{'title': 'Horatio Hornblower: The Duchess and the Devil',
'year': 1999,
'rating': 8.0,
'directors': ['Andrew Grieve'],
'actors': ['Ioan Gruffudd', 'Robert Lindsay', 'Christopher Fulford'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'Horatio Hornblower: The Fire Ship',
'year': 1998,
'rating': 8.2,
'directors': ['Andrew Grieve'],
'actors': ['Ioan Gruffudd', 'Robert Lindsay', 'Denis Lawson', 'Ian McNeice'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'Horatio Hornblower: The Wrong War',
'year': 1999,
'rating': 8.1,
'directors': ['Andrew Grieve'],
'actors': ['John Shrapnel',
'Ioan Gruffudd',
'Robert Lindsay',
'Antony Sher',
'Samuel West'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'Man Hunt',
'year': 1941,
'rating': 7.4,
'directors': ['Fritz Lang'],
'actors': ['Walter Pidgeon', 'George Sanders', 'John Carradine'],
'genres': ['Drama', 'Thriller', 'War']},
{'title': 'A Man Betrayed',
'year': 1941,
'rating': 6.0,
'directors': ['John H. Auer'],
'actors': ['John Wayne', 'Edward Ellis', 'Wallace Ford'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Shaft in Africa',
'year': 1973,
'rating': 6.0,
'directors': ['John Guillermin'],
'actors': ['Richard Roundtree', 'Frank Finlay'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': 'Rollercoaster',
'year': 1977,
'rating': 6.2,
'directors': ['James Goldstone'],
'actors': ['George Segal',
'Timothy Bottoms',
'Richard Widmark',
'Henry Fonda'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'The Shoes of the Fisherman',
'year': 1968,
'rating': 7.2,
'directors': ['Michael Anderson'],
'actors': ['Anthony Quinn',
'Laurence Olivier',
'Oskar Werner',
'David Janssen'],
'genres': ['Drama']},
{'title': 'Blockade',
'year': 1938,
'rating': 5.8,
'directors': ['William Dieterle'],
'actors': ['Henry Fonda', 'Leo Carrillo', 'John Halliday'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'The Eddie Cantor Story',
'year': 1953,
'rating': 5.7,
'directors': ['Alfred E. Green'],
'actors': ['Keefe Brasselle', 'Arthur Franz'],
'genres': ['Drama', 'Music']},
{'title': 'The Savage Innocents',
'year': 1960,
'rating': 7.1,
'directors': ['Nicholas Ray'],
'actors': ['Anthony Quinn', 'Carlo Giustini', "Peter O'Toole"],
'genres': ['Adventure', 'Crime', 'Drama']},
{'title': 'The Comrades of Summer',
'year': 1992,
'rating': 5.8,
'directors': ['Tommy Lee Wallace'],
'actors': ['Joe Mantegna', 'Michael Lerner', 'Mark Rolston'],
'genres': ['Comedy', 'Sport']},
{'title': "It's My Party",
'year': 1996,
'rating': 7.1,
'directors': ['Randal Kleiser'],
'actors': ['Eric Roberts', 'Gregory Harrison', 'Bruce Davison'],
'genres': ['Drama']},
{'title': 'Love Is a Ball',
'year': 1963,
'rating': 6.0,
'directors': ['David Swift'],
'actors': ['Glenn Ford', 'Charles Boyer', 'Ricardo Montalban'],
'genres': ['Comedy', 'Romance']},
{'title': 'Roberta',
'year': 1935,
'rating': 7.1,
'directors': ['William A. Seiter'],
'actors': ['Fred Astaire', 'Randolph Scott'],
'genres': ['Comedy', 'Romance']},
{'title': 'War and Peace',
'year': 1956,
'rating': 6.8,
'directors': ['King Vidor'],
'actors': ['Henry Fonda', 'Mel Ferrer', 'Vittorio Gassman'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Savior',
'year': 1998,
'rating': 7.3,
'directors': ['Predrag Antonijevic'],
'actors': ['Dennis Quaid', 'Pascal Rollin', 'Catlin Foster'],
'genres': ['Drama', 'War']},
{'title': 'Dear Heart',
'year': 1964,
'rating': 7.2,
'directors': ['Delbert Mann'],
'actors': ['Glenn Ford', 'Michael Anderson Jr.'],
'genres': ['Comedy', 'Family']},
{'title': 'Freak Talks About Sex',
'year': 1999,
'rating': 6.1,
'directors': ['Paul Todisco'],
'actors': ['Steve Zahn', 'Josh Hamilton', 'David Kinney', 'Wayne Federman'],
'genres': ['Comedy']},
{'title': 'Pearls and Swine',
'year': 1997,
'rating': 6.2,
'directors': ['Óskar Jónasson'],
'actors': ['Ingvar Eggert Sigurðsson',
'Jóhann Sigurðarson',
'Ólafur Darri Ólafsson',
'Þröstur Leó Gunnarsson'],
'genres': ['Comedy']},
{'title': 'Destroyer',
'year': 1943,
'rating': 6.6,
'directors': ['William A. Seiter', 'Ray Enright'],
'actors': ['Edward G. Robinson', 'Glenn Ford', 'Edgar Buchanan'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'A Stolen Life',
'year': 1946,
'rating': 7.4,
'directors': ['Curtis Bernhardt'],
'actors': ['Glenn Ford', 'Dane Clark', 'Walter Brennan'],
'genres': ['Drama']},
{'title': 'Love, Cheat & Steal',
'year': 1993,
'rating': 5.1,
'directors': ['William Curran'],
'actors': ['John Lithgow', 'Eric Roberts', 'Richard Edson'],
'genres': ['Thriller']},
{'title': 'White Banners',
'year': 1938,
'rating': 7.1,
'directors': ['Edmund Goulding'],
'actors': ['Claude Rains', 'Jackie Cooper'],
'genres': ['Drama']},
{'title': 'The Snow Queen',
'year': 1986,
'rating': 6.8,
'directors': ['Päivi Hartzell'],
'actors': ['Sebastian Kaatrasalo'],
'genres': ['Family', 'Fantasy']},
{'title': 'The Fisher King',
'year': 1991,
'rating': 7.6,
'directors': ['Terry Gilliam'],
'actors': ['Jeff Bridges', 'Robin Williams', 'Adam Bryant', 'Paul Lombardi'],
'genres': ['Comedy', 'Drama', 'Fantasy']},
{'title': 'The River Wild',
'year': 1994,
'rating': 6.3,
'directors': ['Curtis Hanson'],
'actors': ['Kevin Bacon', 'David Strathairn', 'Joseph Mazzello'],
'genres': ['Adventure', 'Crime', 'Thriller']},
{'title': "Thoroughbreds Don't Cry",
'year': 1937,
'rating': 6.4,
'directors': ['Alfred E. Green'],
'actors': ['Mickey Rooney', 'C. Aubrey Smith'],
'genres': ['Comedy', 'Drama', 'Music']},
{'title': 'Curse of the Fly',
'year': 1965,
'rating': 5.3,
'directors': ['Don Sharp'],
'actors': ['Brian Donlevy', 'George Baker'],
'genres': ['Drama', 'Horror', 'Mystery']},
{'title': 'This Is My Affair',
'year': 1937,
'rating': 6.7,
'directors': ['William A. Seiter'],
'actors': ['Robert Taylor', 'Victor McLaglen', 'Brian Donlevy'],
'genres': ['Crime', 'Drama', 'History']},
{'title': 'Star Wars: Episode I - The Phantom Menace',
'year': 1999,
'rating': 6.5,
'directors': ['George Lucas'],
'actors': ['Ewan McGregor', 'Liam Neeson', 'Jake Lloyd'],
'genres': ['Action', 'Adventure', 'Fantasy']},
{'title': 'Captain Ron',
'year': 1992,
'rating': 5.7,
'directors': ['Thom Eberhardt'],
'actors': ['Kurt Russell', 'Martin Short', 'Benjamin Salisbury'],
'genres': ['Adventure', 'Comedy']},
{'title': 'Angel and the Badman',
'year': 1947,
'rating': 7.0,
'directors': ['James Edward Grant'],
'actors': ['John Wayne', 'Harry Carey', 'Bruce Cabot'],
'genres': ['Romance', 'Western']},
{'title': 'The Last American Hero',
'year': 1973,
'rating': 6.4,
'directors': ['Lamont Johnson'],
'actors': ['Jeff Bridges', 'Ned Beatty'],
'genres': ['Drama', 'Sport']},
{'title': 'Hot Saturday',
'year': 1932,
'rating': 6.6,
'directors': ['William A. Seiter'],
'actors': ['Cary Grant', 'Randolph Scott', 'Edward Woods'],
'genres': ['Drama', 'Romance']},
{'title': 'Alambrista!',
'year': 1977,
'rating': 7.4,
'directors': ['Robert M. Young'],
'actors': ['Domingo Ambriz', 'Trinidad Silva', 'Ned Beatty'],
'genres': ['Adventure', 'Drama']},
{'title': 'Bang the Drum Slowly',
'year': 1973,
'rating': 7.0,
'directors': ['John D. Hancock'],
'actors': ['Michael Moriarty',
'Robert De Niro',
'Vincent Gardenia',
'Phil Foster'],
'genres': ['Drama', 'Sport']},
{'title': 'Andy Hardy Meets Debutante',
'year': 1940,
'rating': 6.8,
'directors': ['George B. Seitz'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy', 'Family', 'Romance']},
{'title': 'June Bride',
'year': 1948,
'rating': 7.3,
'directors': ['Bretaigne Windust'],
'actors': ['Robert Montgomery'],
'genres': ['Comedy']},
{'title': "The People Against O'Hara",
'year': 1951,
'rating': 6.8,
'directors': ['John Sturges'],
'actors': ['Spencer Tracy', "Pat O'Brien", 'John Hodiak'],
'genres': ['Crime', 'Drama']},
{'title': 'A Dream of Kings',
'year': 1969,
'rating': 7.3,
'directors': ['Daniel Mann'],
'actors': ['Anthony Quinn', 'Sam Levene'],
'genres': ['Drama']},
{'title': 'Strangler of the Swamp',
'year': 1946,
'rating': 6.3,
'directors': ['Frank Wisbar'],
'actors': ['Robert Barrat', 'Blake Edwards', 'Charles Middleton'],
'genres': ['Drama', 'Fantasy', 'Horror']},
{'title': 'Story of G.I. Joe',
'year': 1945,
'rating': 7.4,
'directors': ['William A. Wellman'],
'actors': ['Burgess Meredith',
'Robert Mitchum',
'Freddie Steele',
'Wally Cassell'],
'genres': ['Drama', 'War']},
{'title': 'Daisy Kenyon',
'year': 1947,
'rating': 6.7,
'directors': ['Otto Preminger'],
'actors': ['Dana Andrews', 'Henry Fonda'],
'genres': ['Drama', 'Romance']},
{'title': 'Stowaway to the Moon',
'year': 1975,
'rating': 6.2,
'directors': ['Andrew V. McLaglen'],
'actors': ['Lloyd Bridges', 'Jeremy Slate', 'Jim McMullan', 'Morgan Paull'],
'genres': ['Family', 'Sci-Fi']},
{'title': "Hitman's Run",
'year': 1999,
'rating': 4.0,
'directors': ['Mark L. Lester'],
'actors': ['Eric Roberts', 'Esteban Powell', 'C. Thomas Howell'],
'genres': ['Action']},
{'title': 'Wiped-Out Footprints',
'year': 1999,
'rating': 7.2,
'directors': ['Enrique Gabriel'],
'actors': ['Federico Luppi', 'Sergi Calleja'],
'genres': ['Drama']},
{'title': "Donovan's Reef",
'year': 1963,
'rating': 6.9,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Lee Marvin', 'Jack Warden'],
'genres': ['Adventure', 'Comedy', 'Romance']},
{'title': 'Enemy of the World',
'year': 1996,
'rating': 4.5,
'directors': ['Tabrez Hashmi', 'Mehmood'],
'actors': ['Mehmood', 'Manzoor Ali'],
'genres': ['Drama']},
{'title': 'A Killer in the Family',
'year': 1983,
'rating': 7.1,
'directors': ['Richard T. Heffron'],
'actors': ['Robert Mitchum', 'James Spader', 'Lance Kerwin', 'Eric Stoltz'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'The King of Comedy',
'year': 1982,
'rating': 7.8,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Jerry Lewis'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Hold That Kiss',
'year': 1938,
'rating': 6.1,
'directors': ['Edwin L. Marin'],
'actors': ["Dennis O'Keefe", 'Mickey Rooney', 'George Barbier'],
'genres': ['Comedy', 'Romance']},
{'title': 'Nest of Vipers',
'year': 1978,
'rating': 6.5,
'directors': ['Tonino Cervi'],
'actors': ['Paolo Bonacelli'],
'genres': ['Drama']},
{'title': 'Action in Arabia',
'year': 1944,
'rating': 6.3,
'directors': ['Léonide Moguy'],
'actors': ['George Sanders', 'Gene Lockhart'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Riders of Destiny',
'year': 1933,
'rating': 5.5,
'directors': ['Robert N. Bradbury'],
'actors': ['Heinie Conklin',
'John Wayne',
'Forrest Taylor',
"George 'Gabby' Hayes",
'Al St. John'],
'genres': ['Music', 'Romance', 'Western']},
{'title': "We Can't Go Home Again",
'year': 1973,
'rating': 6.0,
'directors': ['Nicholas Ray'],
'actors': ['Richard Bock', 'Tom Farrell', 'Danny Fisher'],
'genres': ['Drama']},
{'title': "Cutter's Way",
'year': 1981,
'rating': 6.9,
'directors': ['Ivan Passer'],
'actors': ['Jeff Bridges', 'John Heard'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'I Love Melvin',
'year': 1953,
'rating': 6.7,
'directors': ['Don Weis'],
'actors': ["Donald O'Connor", 'Richard Anderson'],
'genres': ['Comedy', 'Romance']},
{'title': 'How the West Was Won',
'year': 1962,
'rating': 7.1,
'directors': ['John Ford',
'Richard Thorpe',
'George Marshall',
'Henry Hathaway'],
'actors': ['James Stewart', 'John Wayne', 'Gregory Peck', 'Henry Fonda'],
'genres': ['Western']},
{'title': 'The Lucky Texan',
'year': 1934,
'rating': 5.6,
'directors': ['Robert N. Bradbury'],
'actors': ['Gordon De Main',
'John Wayne',
"George 'Gabby' Hayes",
'Lloyd Whitlock',
'Yakima Canutt',
'Eddie Parker'],
'genres': ['Romance', 'Western']},
{'title': 'Solomon and Sheba',
'year': 1959,
'rating': 6.2,
'directors': ['King Vidor'],
'actors': ['Yul Brynner', 'George Sanders'],
'genres': ['Drama', 'History', 'Romance']},
{'title': 'Q & A',
'year': 1990,
'rating': 6.5,
'directors': ['Sidney Lumet'],
'actors': ['Nick Nolte',
'Timothy Hutton',
'Armand Assante',
"Patrick O'Neal"],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'This Land Is Mine',
'year': 1943,
'rating': 7.6,
'directors': ['Jean Renoir'],
'actors': ['Charles Laughton', 'George Sanders', 'Walter Slezak'],
'genres': ['Drama', 'War']},
{'title': 'Back to Bataan',
'year': 1945,
'rating': 6.7,
'directors': ['Edward Dmytryk'],
'actors': ['John Wayne', 'Anthony Quinn'],
'genres': ['Drama', 'War']},
{'title': 'The Saint of Fort Washington',
'year': 1993,
'rating': 7.2,
'directors': ['Tim Hunter'],
'actors': ['Danny Glover', 'Matt Dillon', 'Rick Aviles'],
'genres': ['Drama']},
{'title': 'Rage in Heaven',
'year': 1941,
'rating': 6.4,
'directors': ['Richard Thorpe', 'Robert B. Sinclair', 'W.S. Van Dyke'],
'actors': ['Robert Montgomery', 'George Sanders'],
'genres': ['Drama', 'Thriller']},
{'title': 'Not as a Stranger',
'year': 1955,
'rating': 6.8,
'directors': ['Stanley Kramer'],
'actors': ['Frank Sinatra', 'Robert Mitchum'],
'genres': ['Drama', 'Romance']},
{'title': 'Slither',
'year': 1973,
'rating': 6.2,
'directors': ['Howard Zieff'],
'actors': ['James Caan', 'Peter Boyle'],
'genres': ['Comedy', 'Crime', 'Thriller']},
{'title': 'The Late George Apley',
'year': 1947,
'rating': 7.1,
'directors': ['Joseph L. Mankiewicz'],
'actors': ['Ronald Colman', 'Richard Haydn', 'Charles Russell'],
'genres': ['Comedy']},
{'title': 'The American Success Company',
'year': 1980,
'rating': 5.7,
'directors': ['William Richert'],
'actors': ['Jeff Bridges', 'Ned Beatty', 'Steven Keats'],
'genres': ['Comedy', 'Drama']},
{'title': 'Young Man with Ideas',
'year': 1952,
'rating': 5.9,
'directors': ['Mitchell Leisen'],
'actors': ['Glenn Ford'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Hunley',
'year': 1999,
'rating': 6.7,
'directors': ['John Gray'],
'actors': ['Armand Assante',
'Donald Sutherland',
'Alex Jennings',
'Chris Bauer'],
'genres': ['Action', 'Drama', 'History']},
{'title': 'Beloved',
'year': 1998,
'rating': 5.9,
'directors': ['Jonathan Demme'],
'actors': ['Danny Glover', 'Emil Pinnock'],
'genres': ['Drama', 'History', 'Horror']},
{'title': 'Being John Malkovich',
'year': 1999,
'rating': 7.8,
'directors': ['Spike Jonze'],
'actors': ['John Cusack', 'John Malkovich'],
'genres': ['Comedy', 'Drama', 'Fantasy']},
{'title': 'Capricorn One',
'year': 1977,
'rating': 6.8,
'directors': ['Peter Hyams'],
'actors': ['Elliott Gould', 'James Brolin', 'Sam Waterston'],
'genres': ['Action', 'Thriller']},
{'title': 'Santa Fe Stampede',
'year': 1938,
'rating': 6.3,
'directors': ['George Sherman'],
'actors': ['John Wayne', 'Ray Corrigan', 'Max Terhune'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Great Balls of Fire!',
'year': 1989,
'rating': 6.2,
'directors': ['Jim McBride'],
'actors': ['Dennis Quaid', 'John Doe', 'Stephen Tobolowsky'],
'genres': ['Drama', 'Music']},
{'title': 'Supernatural',
'year': 1933,
'rating': 6.3,
'directors': ['Victor Halperin'],
'actors': ['Randolph Scott', 'Alan Dinehart'],
'genres': ['Horror', 'Mystery', 'Thriller']},
{'title': 'El kárate, el Colt y el impostor',
'year': 1974,
'rating': 5.9,
'directors': ['Antonio Margheriti'],
'actors': ['Lee Van Cleef', 'Lieh Lo'],
'genres': ['Comedy', 'Western']},
{'title': 'Scugnizzi',
'year': 1989,
'rating': 6.5,
'directors': ['Nanni Loy'],
'actors': ['Leo Gullotta',
'Francesco Allocca',
'Gaetano Amato',
'Pino Ammendola'],
'genres': ['Drama']},
{'title': 'The Return of the Living Dead',
'year': 1985,
'rating': 7.4,
'directors': ["Dan O'Bannon"],
'actors': ['Clu Gulager', 'James Karen', 'Don Calfa', 'Thom Mathews'],
'genres': ['Comedy', 'Horror', 'Sci-Fi']},
{'title': 'Lethal Weapon 4',
'year': 1998,
'rating': 6.6,
'directors': ['Richard Donner'],
'actors': ['Mel Gibson', 'Danny Glover', 'Joe Pesci'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'The World of Apu',
'year': 1959,
'rating': 8.3,
'directors': ['Satyajit Ray'],
'actors': ['Soumitra Chatterjee', 'Alok Chakravarty', 'Swapan Mukherjee'],
'genres': ['Drama']},
{'title': 'Kampf um Rom II - Der Verrat',
'year': 1969,
'rating': 6.3,
'directors': ['Robert Siodmak', 'Sergiu Nicolaescu', 'Andrew Marton'],
'actors': ['Laurence Harvey', 'Orson Welles'],
'genres': ['Adventure', 'Drama']},
{'title': 'Another Face',
'year': 1935,
'rating': 6.0,
'directors': ['Christy Cabanne'],
'actors': ['Wallace Ford', 'Brian Donlevy', 'Erik Rhodes'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Lawless Nineties',
'year': 1936,
'rating': 5.5,
'directors': ['Joseph Kane'],
'actors': ['John Wayne', 'Harry Woods', "George 'Gabby' Hayes"],
'genres': ['Western']},
{'title': 'Breakdown',
'year': 1997,
'rating': 6.9,
'directors': ['Jonathan Mostow'],
'actors': ['Kurt Russell', 'J.T. Walsh', 'M.C. Gainey'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Nowhere Land',
'year': 1998,
'rating': 4.3,
'directors': ['Rupert Hitzig'],
'actors': ['Peter Dobson', 'Jon Polito', 'Francesco Quinn'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Tequila Sunrise',
'year': 1988,
'rating': 6.0,
'directors': ['Robert Towne'],
'actors': ['Mel Gibson', 'Kurt Russell', 'Raul Julia'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Greetings',
'year': 1968,
'rating': 5.8,
'directors': ['Brian De Palma'],
'actors': ['Jonathan Warden',
'Robert De Niro',
'Gerrit Graham',
'Richard Hamilton'],
'genres': ['Comedy', 'Drama']},
{'title': 'Dark Angel',
'year': 1996,
'rating': 5.8,
'directors': ['Robert Iscove'],
'actors': ['Eric Roberts', 'Linden Ashby'],
'genres': ['Action', 'Thriller']},
{'title': 'Trainspotting',
'year': 1996,
'rating': 8.2,
'directors': ['Danny Boyle'],
'actors': ['Ewan McGregor',
'Ewen Bremner',
'Jonny Lee Miller',
'Kevin McKidd'],
'genres': ['Drama']},
{'title': 'Man from Del Rio',
'year': 1956,
'rating': 6.5,
'directors': ['Harry Horner'],
'actors': ['Anthony Quinn', 'Peter Whitney', 'Douglas Fowley'],
'genres': ['Romance', 'Western']},
{'title': 'Ten Wanted Men',
'year': 1955,
'rating': 6.0,
'directors': ['H. Bruce Humberstone'],
'actors': ['Randolph Scott', 'Richard Boone', 'Alfonso Bedoya'],
'genres': ['Romance', 'Western']},
{'title': 'Carson City',
'year': 1952,
'rating': 6.5,
'directors': ['André De Toth'],
'actors': ['Randolph Scott', 'Raymond Massey', 'Richard Webb'],
'genres': ['Western']},
{'title': 'One Shoe Makes It Murder',
'year': 1982,
'rating': 6.0,
'directors': ['William Hale'],
'actors': ['Robert Mitchum', 'Mel Ferrer', 'José Pérez'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Promises in the Dark',
'year': 1979,
'rating': 6.5,
'directors': ['Jerome Hellman'],
'actors': ['Ned Beatty', 'Michael Brandon'],
'genres': ['Drama']},
{'title': 'Sweet Bird of Youth',
'year': 1962,
'rating': 7.4,
'directors': ['Richard Brooks'],
'actors': ['Paul Newman', 'Ed Begley'],
'genres': ['Drama']},
{'title': 'Feu Mathias Pascal',
'year': 1937,
'rating': 7.1,
'directors': ['Pierre Chenal'],
'actors': ['Pierre Blanchar'],
'genres': ['Drama']},
{'title': 'Down to the Sea in Ships',
'year': 1922,
'rating': 6.3,
'directors': ['Elmer Clifton'],
'actors': ['Leigh Smith',
'Raymond McKee',
'William Walcott',
'James Turfler'],
'genres': ['Adventure', 'Drama', 'Romance']},
{'title': 'Dead Man Out',
'year': 1989,
'rating': 6.3,
'directors': ['Richard Pearce'],
'actors': ['Danny Glover', 'Tom Atkins', 'Rubén Blades', 'Larry Block'],
'genres': ['Crime', 'Drama']},
{'title': 'Illusions',
'year': 1992,
'rating': 4.4,
'directors': ['Victor Kulle'],
'actors': ['Robert Carradine', 'Ned Beatty'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Deer Hunter',
'year': 1978,
'rating': 8.1,
'directors': ['Michael Cimino'],
'actors': ['Robert De Niro',
'Christopher Walken',
'John Cazale',
'John Savage'],
'genres': ['Drama', 'War']},
{'title': 'Island in the Sky',
'year': 1953,
'rating': 7.0,
'directors': ['William A. Wellman'],
'actors': ['John Wayne', 'Lloyd Nolan', 'Walter Abel', 'James Arness'],
'genres': ['Adventure', 'Drama']},
{'title': 'The Walking Hills',
'year': 1949,
'rating': 6.6,
'directors': ['John Sturges'],
'actors': ['Randolph Scott', 'William Bishop', 'Edgar Buchanan'],
'genres': ['Adventure', 'Thriller', 'Western']},
{'title': 'Her Cardboard Lover',
'year': 1942,
'rating': 6.0,
'directors': ['George Cukor'],
'actors': ['Robert Taylor', 'George Sanders', 'Frank McHugh'],
'genres': ['Comedy', 'Romance']},
{'title': 'Rope of Sand',
'year': 1949,
'rating': 6.8,
'directors': ['William Dieterle'],
'actors': ['Burt Lancaster', 'Paul Henreid', 'Claude Rains', 'Peter Lorre'],
'genres': ['Adventure']},
{'title': 'Stage Struck',
'year': 1958,
'rating': 6.2,
'directors': ['Sidney Lumet'],
'actors': ['Henry Fonda', 'Herbert Marshall'],
'genres': ['Drama', 'Romance']},
{'title': 'The Great Gatsby',
'year': 1974,
'rating': 6.4,
'directors': ['Jack Clayton'],
'actors': ['Robert Redford', 'Bruce Dern'],
'genres': ['Drama', 'Romance']},
{'title': 'Jagged Edge',
'year': 1985,
'rating': 6.5,
'directors': ['Richard Marquand'],
'actors': ['Jeff Bridges', 'Peter Coyote', 'Robert Loggia'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'Blood of the Condor',
'year': 1969,
'rating': 7.2,
'directors': ['Jorge Sanjinés'],
'actors': ['Marcelino Yanahuaya', 'Vicente Verneros Salinas'],
'genres': ['Crime', 'Drama']},
{'title': 'D.C. Cab',
'year': 1983,
'rating': 5.4,
'directors': ['Joel Schumacher'],
'actors': ['Max Gail', 'Adam Baldwin', 'Mr. T', 'Charlie Barnett'],
'genres': ['Action', 'Comedy']},
{'title': 'Jesse James',
'year': 1939,
'rating': 7.1,
'directors': ['Henry King', 'Irving Cummings'],
'actors': ['Tyrone Power', 'Henry Fonda', 'Randolph Scott'],
'genres': ['Crime', 'Drama']},
{'title': 'I Accuse',
'year': 1938,
'rating': 7.1,
'directors': ['Abel Gance'],
'actors': ['Victor Francen', 'Marcel Delaître'],
'genres': ['Drama', 'Horror', 'Sci-Fi']},
{'title': 'Fat Man and Little Boy',
'year': 1989,
'rating': 6.5,
'directors': ['Roland Joffé'],
'actors': ['Paul Newman', 'Dwight Schultz', 'John Cusack'],
'genres': ['Drama', 'History']},
{'title': 'While the City Sleeps',
'year': 1956,
'rating': 7.0,
'directors': ['Fritz Lang'],
'actors': ['Dana Andrews', 'George Sanders', 'Howard Duff'],
'genres': ['Crime', 'Drama']},
{'title': 'The Ox-Bow Incident',
'year': 1943,
'rating': 8.1,
'directors': ['William A. Wellman'],
'actors': ['Henry Fonda', 'Dana Andrews', 'Anthony Quinn'],
'genres': ['Drama', 'Western']},
{'title': 'Second Chance',
'year': 1953,
'rating': 6.0,
'directors': ['Rudolph Maté'],
'actors': ['Robert Mitchum', 'Jack Palance', 'Sandro Giglio'],
'genres': ['Crime', 'Drama']},
{'title': "Marvin's Room",
'year': 1996,
'rating': 6.7,
'directors': ['Jerry Zaks'],
'actors': ['Leonardo DiCaprio', 'Robert De Niro'],
'genres': ['Drama']},
{'title': 'The First of May',
'year': 1999,
'rating': 7.0,
'directors': ['Paul Sirmons'],
'actors': ['Dan Byrd', 'Mickey Rooney', 'Charles Nelson Reilly'],
'genres': ['Drama', 'Family', 'Sport']},
{'title': 'In Search of the Castaways',
'year': 1962,
'rating': 6.7,
'directors': ['Robert Stevenson'],
'actors': ['Maurice Chevalier', 'George Sanders', 'Wilfrid Hyde-White'],
'genres': ['Adventure', 'Family', 'Fantasy']},
{'title': 'Johnny Belinda',
'year': 1982,
'rating': 6.5,
'directors': ['Anthony Page'],
'actors': ['Richard Thomas', 'Dennis Quaid'],
'genres': ['Drama']},
{'title': 'Blood and Sweat',
'year': 1977,
'rating': 6.2,
'directors': ['Rakesh Kumar'],
'actors': ['Amitabh Bachchan', 'Vinod Khanna'],
'genres': ['Action', 'Drama']},
{'title': 'The Jungle Book',
'year': 1994,
'rating': 6.0,
'directors': ['Stephen Sommers'],
'actors': ['Jason Scott Lee', 'Cary Elwes', 'Sam Neill'],
'genres': ['Adventure', 'Family', 'Romance']},
{'title': 'Paradise Alley',
'year': 1978,
'rating': 5.8,
'directors': ['Sylvester Stallone'],
'actors': ['Sylvester Stallone',
'Lee Canalito',
'Armand Assante',
'Frank McRae'],
'genres': ['Drama']},
{'title': 'Superdad',
'year': 1973,
'rating': 5.2,
'directors': ['Vincent McEveety'],
'actors': ['Bob Crane', 'Kurt Russell', 'Joe Flynn'],
'genres': ['Comedy', 'Family']},
{'title': 'Bill',
'year': 1981,
'rating': 8.0,
'directors': ['Anthony Page'],
'actors': ['Mickey Rooney', 'Dennis Quaid'],
'genres': ['Drama']},
{'title': "'Gung Ho!': The Story of Carlson's Makin Island Raiders",
'year': 1943,
'rating': 6.2,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott',
'Alan Curtis',
'Noah Beery Jr.',
'J. Carrol Naish'],
'genres': ['Drama', 'History', 'War']},
{'title': 'Smokey and the Bandit II',
'year': 1980,
'rating': 5.2,
'directors': ['Hal Needham'],
'actors': ['Burt Reynolds', 'Jackie Gleason', 'Jerry Reed', 'Dom DeLuise'],
'genres': ['Action', 'Comedy']},
{'title': 'Se7en',
'year': 1995,
'rating': 8.6,
'directors': ['David Fincher'],
'actors': ['Morgan Freeman',
'Brad Pitt',
'Kevin Spacey',
'Andrew Kevin Walker'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Ruby Gentry',
'year': 1952,
'rating': 6.7,
'directors': ['King Vidor'],
'actors': ['Charlton Heston', 'Karl Malden', 'Tom Tully'],
'genres': ['Drama', 'Romance']},
{'title': 'Two for the Seesaw',
'year': 1962,
'rating': 6.7,
'directors': ['Robert Wise'],
'actors': ['Robert Mitchum', 'Edmon Ryan'],
'genres': ['Drama', 'Romance']},
{'title': 'The Right Stuff',
'year': 1983,
'rating': 7.9,
'directors': ['Philip Kaufman'],
'actors': ['Sam Shepard', 'Scott Glenn', 'Ed Harris', 'Dennis Quaid'],
'genres': ['Adventure', 'Drama']},
{'title': 'The Visitor',
'year': 1979,
'rating': 4.9,
'directors': ['Giulio Paradisi'],
'actors': ['Mel Ferrer', 'Glenn Ford', 'Lance Henriksen', 'John Huston'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'Tombstone',
'year': 1993,
'rating': 7.8,
'directors': ['George P. Cosmatos', 'Kevin Jarre'],
'actors': ['Kurt Russell', 'Val Kilmer', 'Sam Elliott', 'Bill Paxton'],
'genres': ['Action', 'Drama']},
{'title': 'Fort Apache',
'year': 1948,
'rating': 7.6,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Henry Fonda', 'Pedro Armendáriz'],
'genres': ['Action', 'Adventure', 'Western']},
{'title': 'The Fox and the Hound',
'year': 1981,
'rating': 7.3,
'directors': ['Art Stevens', 'Richard Rich', 'Ted Berman'],
'actors': ['Mickey Rooney', 'Kurt Russell', 'Jack Albertson'],
'genres': ['Adventure', 'Animation', 'Drama']},
{'title': 'Limelight',
'year': 1952,
'rating': 8.1,
'directors': ['Charles Chaplin'],
'actors': ['Charles Chaplin', 'Nigel Bruce', 'Buster Keaton'],
'genres': ['Drama', 'Music', 'Romance']},
{'title': 'Big Bad John',
'year': 1990,
'rating': 5.5,
'directors': ['Burt Kennedy'],
'actors': ['Jimmy Dean', 'Jack Elam', 'Ned Beatty'],
'genres': ['Action', 'Drama', 'Western']},
{'title': 'Git Along Little Dogies',
'year': 1937,
'rating': 5.9,
'directors': ['Joseph Kane'],
'actors': ['Weldon Heyburn',
'Gene Autry',
'Smiley Burnette',
'Maple City Four'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'The Last Picture Show',
'year': 1971,
'rating': 8.1,
'directors': ['Peter Bogdanovich'],
'actors': ['Timothy Bottoms', 'Jeff Bridges', 'Ben Johnson'],
'genres': ['Drama']},
{'title': "Gideon's Trumpet",
'year': 1980,
'rating': 7.2,
'directors': ['Robert L. Collins'],
'actors': ['Henry Fonda', 'José Ferrer', 'John Houseman'],
'genres': ['Drama', 'History']},
{'title': 'The Train Robbers',
'year': 1973,
'rating': 6.5,
'directors': ['Burt Kennedy'],
'actors': ['John Wayne', 'Rod Taylor', 'Ben Johnson'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'The Flapper',
'year': 1920,
'rating': 6.6,
'directors': ['Alan Crosland'],
'actors': ['Arthur Housman',
'Theodore Westman Jr.',
'William P. Carleton',
'Warren Cook'],
'genres': ['Comedy']},
{'title': 'City Beneath the Sea',
'year': 1953,
'rating': 5.5,
'directors': ['Budd Boetticher'],
'actors': ['Robert Ryan', 'Anthony Quinn'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Soldier',
'year': 1998,
'rating': 6.0,
'directors': ['Paul W.S. Anderson'],
'actors': ['Kurt Russell', 'Jason Scott Lee', 'Jason Isaacs'],
'genres': ['Action', 'Drama', 'Sci-Fi']},
{'title': 'Rio Bravo',
'year': 1959,
'rating': 8.0,
'directors': ['Howard Hawks'],
'actors': ['John Wayne', 'Dean Martin', 'Ricky Nelson'],
'genres': ['Action', 'Drama', 'Western']},
{'title': 'Ride Lonesome',
'year': 1959,
'rating': 7.3,
'directors': ['Budd Boetticher'],
'actors': ['Randolph Scott', 'Pernell Roberts', 'James Best'],
'genres': ['Drama', 'Western']},
{'title': 'Guns for San Sebastian',
'year': 1968,
'rating': 6.8,
'directors': ['Henri Verneuil'],
'actors': ['Anthony Quinn', 'Charles Bronson', 'Sam Jaffe'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'The Lady in Question',
'year': 1940,
'rating': 6.5,
'directors': ['Charles Vidor'],
'actors': ['Brian Aherne', 'Glenn Ford'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'In Search of America',
'year': 1971,
'rating': 5.7,
'directors': ['Paul Bogart'],
'actors': ['Carl Betz', 'Jeff Bridges'],
'genres': ['Drama']},
{'title': 'Slaughter Trail',
'year': 1951,
'rating': 4.6,
'directors': ['Irving Allen'],
'actors': ['Brian Donlevy', 'Gig Young', 'Andy Devine'],
'genres': ['Western']},
{'title': 'Union City',
'year': 1980,
'rating': 6.5,
'directors': ['Marcus Reichert'],
'actors': ['Dennis Lipscomb', 'Sam McMurray', 'Terry Walsh'],
'genres': ['Comedy', 'Drama', 'Mystery']},
{'title': 'A Woman of Paris: A Drama of Fate',
'year': 1923,
'rating': 7.1,
'directors': ['Charles Chaplin'],
'actors': ['Clarence Geldart',
'Carl Miller',
'Charles K. French',
'Adolphe Menjou'],
'genres': ['Drama', 'Romance']},
{'title': 'Mr. North',
'year': 1988,
'rating': 5.9,
'directors': ['Danny Huston'],
'actors': ['Anthony Edwards', 'Robert Mitchum', 'Harry Dean Stanton'],
'genres': ['Comedy', 'Drama']},
{'title': 'Moving',
'year': 1988,
'rating': 6.2,
'directors': ['Alan Metter'],
'actors': ['Richard Pryor', 'Raphael Harris'],
'genres': ['Comedy']},
{'title': 'King Kong',
'year': 1976,
'rating': 5.9,
'directors': ['John Guillermin'],
'actors': ['Jeff Bridges', 'Charles Grodin', 'John Randolph'],
'genres': ['Adventure', 'Horror']},
{'title': 'Henry Goes Arizona',
'year': 1939,
'rating': 6.0,
'directors': ['Edwin L. Marin'],
'actors': ['Frank Morgan', 'Guy Kibbee', 'Slim Summerville'],
'genres': ['Comedy', 'Drama', 'Western']},
{'title': 'The Happening',
'year': 1967,
'rating': 5.6,
'directors': ['Elliot Silverstein'],
'actors': ['Anthony Quinn',
'George Maharis',
'Michael Parks',
'Robert Walker Jr.'],
'genres': ['Comedy']},
{'title': 'Boys Town',
'year': 1938,
'rating': 7.3,
'directors': ['Norman Taurog'],
'actors': ['Spencer Tracy', 'Mickey Rooney', 'Henry Hull', 'Leslie Fenton'],
'genres': ['Drama']},
{'title': 'Moonfleet',
'year': 1955,
'rating': 6.8,
'directors': ['Fritz Lang'],
'actors': ['Stewart Granger', 'George Sanders'],
'genres': ['Adventure', 'Drama']},
{'title': 'Mister Roberts',
'year': 1955,
'rating': 7.8,
'directors': ['Joshua Logan', 'John Ford', 'Mervyn LeRoy'],
'actors': ['Henry Fonda', 'James Cagney', 'William Powell', 'Jack Lemmon'],
'genres': ['Comedy', 'Drama', 'War']},
{'title': 'Ransom!',
'year': 1956,
'rating': 7.0,
'directors': ['Alex Segal'],
'actors': ['Glenn Ford', 'Leslie Nielsen', 'Juano Hernandez'],
'genres': ['Crime', 'Drama']},
{'title': 'Facade',
'year': 1999,
'rating': 4.7,
'directors': ['Carl Colpaert'],
'actors': ['Eric Roberts', 'Angus Macfadyen', 'Brad Garrett'],
'genres': ['Action', 'Thriller']},
{'title': 'Escape from New York',
'year': 1981,
'rating': 7.2,
'directors': ['John Carpenter'],
'actors': ['Kurt Russell',
'Lee Van Cleef',
'Ernest Borgnine',
'Donald Pleasence'],
'genres': ['Action', 'Sci-Fi']},
{'title': 'Cahill U.S. Marshal',
'year': 1973,
'rating': 6.5,
'directors': ['Andrew V. McLaglen'],
'actors': ['John Wayne', 'George Kennedy', 'Gary Grimes', 'Neville Brand'],
'genres': ['Drama', 'Western']},
{'title': 'La Cucaracha',
'year': 1998,
'rating': 6.3,
'directors': ['Jack Perez'],
'actors': ['Eric Roberts',
'Joaquim de Almeida',
'Victor Rivers',
'James McManus'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'The Last Unicorn',
'year': 1982,
'rating': 7.5,
'directors': ['Arthur Rankin Jr.', 'Jules Bass'],
'actors': ['Jeff Bridges', 'Alan Arkin'],
'genres': ['Adventure', 'Animation', 'Drama']},
{'title': 'Heat',
'year': 1995,
'rating': 8.2,
'directors': ['Michael Mann'],
'actors': ['Al Pacino', 'Robert De Niro', 'Val Kilmer', 'Jon Voight'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': "Heaven's Prisoners",
'year': 1996,
'rating': 5.7,
'directors': ['Phil Joanou'],
'actors': ['Alec Baldwin', 'Eric Roberts'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'Way Down East',
'year': 1935,
'rating': 6.1,
'directors': ['Henry King'],
'actors': ['Henry Fonda', 'Slim Summerville', 'Edward Trevor'],
'genres': ['Drama', 'Romance']},
{'title': 'Hellfighters',
'year': 1968,
'rating': 6.6,
'directors': ['Andrew V. McLaglen'],
'actors': ['John Wayne', 'Jim Hutton'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Search for the Gods',
'year': 1975,
'rating': 5.8,
'directors': ['Jud Taylor'],
'actors': ['Kurt Russell', 'Stephen McHattie', 'Raymond St. Jacques'],
'genres': ['Drama']},
{'title': 'Trouble Along the Way',
'year': 1953,
'rating': 6.9,
'directors': ['Michael Curtiz'],
'actors': ['John Wayne', 'Charles Coburn', 'Tom Tully'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Lodger',
'year': 1944,
'rating': 7.2,
'directors': ['John Brahm'],
'actors': ['Laird Cregar', 'George Sanders', 'Cedric Hardwicke'],
'genres': ['Crime', 'Horror', 'Mystery']},
{'title': 'Fade to Black',
'year': 1980,
'rating': 5.9,
'directors': ['Vernon Zimmerman'],
'actors': ['Dennis Christopher', 'Tim Thomerson', 'Norman Burton'],
'genres': ['Comedy', 'Horror', 'Thriller']},
{'title': 'Where Pigeons Go to Die',
'year': 1990,
'rating': 7.5,
'directors': ['Michael Landon'],
'actors': ['Michael Faustino',
'Richard Bull',
'Art Carney',
'Cliff De Young'],
'genres': ['Drama']},
{'title': 'Chisum',
'year': 1970,
'rating': 6.9,
'directors': ['Andrew V. McLaglen'],
'actors': ['John Wayne',
'Forrest Tucker',
'Christopher George',
'Ben Johnson'],
'genres': ['Western']},
{'title': 'The Cheyenne Social Club',
'year': 1970,
'rating': 6.9,
'directors': ['Gene Kelly'],
'actors': ['James Stewart', 'Henry Fonda'],
'genres': ['Comedy', 'Romance', 'Western']},
{'title': 'The Searchers',
'year': 1956,
'rating': 8.0,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Jeffrey Hunter', 'Ward Bond'],
'genres': ['Adventure', 'Drama', 'Western']},
{'title': 'Secrets of Life',
'year': 1956,
'rating': 7.9,
'directors': ['James Algar'],
'actors': ['Winston Hibler'],
'genres': ['Family']},
{'title': 'Gang Related',
'year': 1997,
'rating': 6.5,
'directors': ['Jim Kouf'],
'actors': ['Jim Belushi', 'Tupac Shakur', 'Dennis Quaid'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'The Hearst and Davies Affair',
'year': 1985,
'rating': 6.0,
'directors': ['David Lowell Rich'],
'actors': ['Robert Mitchum', 'Fritz Weaver'],
'genres': ['Drama', 'Romance']},
{'title': 'Samurai Wolf II',
'year': 1967,
'rating': 7.2,
'directors': ['Hideo Gosha'],
'actors': ['Isao Natsuyagi', 'Ichirô Nakatani', 'Bin Amatsu'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Lord Jeff',
'year': 1938,
'rating': 6.7,
'directors': ['Sam Wood'],
'actors': ['Freddie Bartholomew',
'Mickey Rooney',
'Charles Coburn',
'Herbert Mundin'],
'genres': ['Crime', 'Drama']},
{'title': 'Love Is a Headache',
'year': 1938,
'rating': 6.1,
'directors': ['Richard Thorpe'],
'actors': ['Franchot Tone', 'Ted Healy', 'Mickey Rooney'],
'genres': ['Comedy', 'Romance']},
{'title': 'Love Finds Andy Hardy',
'year': 1938,
'rating': 6.9,
'directors': ['George B. Seitz'],
'actors': ['Mickey Rooney', 'Lewis Stone'],
'genres': ['Comedy', 'Romance']},
{'title': 'Rocky Mountain Mystery',
'year': 1935,
'rating': 6.0,
'directors': ['Charles Barton'],
'actors': ['Randolph Scott', "Charles 'Chic' Sale", 'George F. Marion'],
'genres': ['Mystery', 'Western']},
{'title': 'Allegheny Uprising',
'year': 1939,
'rating': 6.4,
'directors': ['William A. Seiter'],
'actors': ['John Wayne', 'George Sanders', 'Brian Donlevy'],
'genres': ['Adventure', 'History', 'Western']},
{'title': 'The Quiet Man',
'year': 1952,
'rating': 7.8,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Barry Fitzgerald', 'Ward Bond'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Against All Flags',
'year': 1952,
'rating': 6.7,
'directors': ['George Sherman'],
'actors': ['Errol Flynn', 'Anthony Quinn'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Affair in Trinidad',
'year': 1952,
'rating': 6.7,
'directors': ['Vincent Sherman'],
'actors': ['Glenn Ford', 'Alexander Scourby'],
'genres': ['Crime', 'Drama']},
{'title': 'Cast a Giant Shadow',
'year': 1966,
'rating': 6.4,
'directors': ['Melville Shavelson'],
'actors': ['Kirk Douglas', 'John Wayne', 'Frank Sinatra'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'Summer Solstice',
'year': 1981,
'rating': 7.7,
'directors': ['Ralph Rosenblum'],
'actors': ['Henry Fonda', 'Stephen Collins'],
'genres': ['Drama', 'Romance']},
{'title': 'The Lone Ranger and the Lost City of Gold',
'year': 1958,
'rating': 7.0,
'directors': ['Lesley Selander'],
'actors': ['Clayton Moore',
'Jay Silverheels',
'Douglas Kennedy',
'Charles Watts'],
'genres': ['Action', 'Adventure', 'Western']},
{'title': 'Man of the Forest',
'year': 1933,
'rating': 5.7,
'directors': ['Henry Hathaway'],
'actors': ['Barton MacLane', 'Randolph Scott', 'Harry Carey', 'Noah Beery'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'DragonHeart',
'year': 1996,
'rating': 6.4,
'directors': ['Rob Cohen'],
'actors': ['Dennis Quaid', 'Sean Connery', 'Pete Postlethwaite'],
'genres': ['Action', 'Adventure', 'Fantasy']},
{'title': 'The Affair',
'year': 1995,
'rating': 6.5,
'directors': ['Paul Seed'],
'actors': ['Courtney B. Vance', 'Leland Gantt', 'Ned Beatty'],
'genres': ['Drama', 'Romance']},
{'title': "Now You See Him, Now You Don't",
'year': 1972,
'rating': 6.3,
'directors': ['Robert Butler'],
'actors': ['Kurt Russell', 'Cesar Romero', 'Joe Flynn', 'Jim Backus'],
'genres': ['Comedy', 'Family', 'Sci-Fi']},
{'title': 'White Lightning',
'year': 1973,
'rating': 6.4,
'directors': ['Joseph Sargent'],
'actors': ['Burt Reynolds', 'Ned Beatty', 'Bo Hopkins'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Mask of the Avenger',
'year': 1951,
'rating': 6.5,
'directors': ['Phil Karlson'],
'actors': ['John Derek', 'Anthony Quinn', 'Arnold Moss'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'On Our Merry Way',
'year': 1948,
'rating': 5.9,
'directors': ['George Stevens',
'Leslie Fenton',
'King Vidor',
'John Huston'],
'actors': ['Burgess Meredith', 'James Stewart', 'Henry Fonda'],
'genres': ['Comedy', 'Music', 'Romance']},
{'title': 'Used Cars',
'year': 1980,
'rating': 6.8,
'directors': ['Robert Zemeckis'],
'actors': ['Kurt Russell', 'Jack Warden', 'Gerrit Graham', 'Frank McRae'],
'genres': ['Comedy']},
{'title': 'Gammera the Invincible',
'year': 1966,
'rating': 5.1,
'directors': ['Noriaki Yuasa', 'Sandy Howard'],
'actors': ['Albert Dekker', 'Brian Donlevy', 'John Baragrey'],
'genres': ['Family', 'Sci-Fi']},
{'title': 'Song of Scheherazade',
'year': 1947,
'rating': 6.5,
'directors': ['Walter Reisch'],
'actors': ['Brian Donlevy', 'Jean-Pierre Aumont'],
'genres': ['Adventure', 'Drama']},
{'title': 'Ride the High Country',
'year': 1962,
'rating': 7.5,
'directors': ['Sam Peckinpah'],
'actors': ['Joel McCrea', 'Randolph Scott', 'Ron Starr'],
'genres': ['Western']},
{'title': "Siren's Kiss",
'year': 1995,
'rating': 4.4,
'directors': ['Edward Holzman'],
'actors': ['Bobby Johnston'],
'genres': ['Drama']},
{'title': 'The Saint Strikes Back',
'year': 1939,
'rating': 6.3,
'directors': ['John Farrow'],
'actors': ['George Sanders', 'Jonathan Hale', 'Jerome Cowan'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Saint in London',
'year': 1939,
'rating': 6.5,
'directors': ['John Paddy Carstairs'],
'actors': ['George Sanders', 'David Burns', 'Gordon McLeod'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': '2001: A Space Odyssey',
'year': 1968,
'rating': 8.3,
'directors': ['Stanley Kubrick'],
'actors': ['Keir Dullea',
'Gary Lockwood',
'William Sylvester',
'Daniel Richter'],
'genres': ['Adventure', 'Sci-Fi']},
{'title': '5 Card Stud',
'year': 1968,
'rating': 6.6,
'directors': ['Henry Hathaway'],
'actors': ['Dean Martin', 'Robert Mitchum', 'Roddy McDowall'],
'genres': ['Mystery', 'Romance', 'Western']},
{'title': 'Nausicaä of the Valley of the Wind',
'year': 1984,
'rating': 8.1,
'directors': ['Hayao Miyazaki'],
'actors': ['Mahito Tsujimura', 'Gorô Naya'],
'genres': ['Adventure', 'Animation', 'Fantasy']},
{'title': 'I, the Jury',
'year': 1982,
'rating': 5.9,
'directors': ['Richard T. Heffron'],
'actors': ['Armand Assante', 'Alan King'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Great Diamond Robbery',
'year': 1954,
'rating': 5.9,
'directors': ['Robert Z. Leonard'],
'actors': ['Red Skelton', 'James Whitmore', 'Kurt Kasznar'],
'genres': ['Comedy', 'Crime']},
{'title': 'The Pilgrim',
'year': 1923,
'rating': 7.5,
'directors': ['Charles Chaplin'],
'actors': ['Loyal Underwood',
'Charles Chaplin',
'Syd Chaplin',
'Dean Riesner',
'Charles Reisner',
'Tom Murray',
'Mack Swain'],
'genres': ['Comedy']},
{'title': 'Watch Out for the Automobile',
'year': 1966,
'rating': 8.3,
'directors': ['Eldar Ryazanov'],
'actors': ['Innokentiy Smoktunovskiy', 'Oleg Efremov', 'Anatoliy Papanov'],
'genres': ['Comedy', 'Crime', 'Romance']},
{'title': 'A Big Hand for the Little Lady',
'year': 1966,
'rating': 7.4,
'directors': ['Fielder Cook'],
'actors': ['Henry Fonda', 'Jason Robards', 'Paul Ford'],
'genres': ['Western']},
{'title': 'Mister Moses',
'year': 1965,
'rating': 6.4,
'directors': ['Ronald Neame'],
'actors': ['Robert Mitchum', 'Ian Bannen', 'Alexander Knox'],
'genres': ['Adventure']},
{'title': 'The Immortals',
'year': 1995,
'rating': 5.8,
'directors': ['Brian Grant'],
'actors': ['Eric Roberts', 'Joe Pantoliano', 'Tony Curtis'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Quicksand',
'year': 1950,
'rating': 6.6,
'directors': ['Irving Pichel'],
'actors': ['Mickey Rooney', 'Peter Lorre'],
'genres': ['Crime', 'Drama']},
{'title': 'Halálos tavasz',
'year': 1939,
'rating': 7.2,
'directors': ['László Kalmár'],
'actors': ['Pál Jávor'],
'genres': ['Drama']},
{'title': 'The Green Glove',
'year': 1952,
'rating': 6.4,
'directors': ['Rudolph Maté'],
'actors': ['Glenn Ford', 'Cedric Hardwicke', 'George Macready'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Trouble with Spies',
'year': 1987,
'rating': 4.0,
'directors': ['Burt Kennedy'],
'actors': ['Donald Sutherland', 'Ned Beatty'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'I Love You, Alice B. Toklas!',
'year': 1968,
'rating': 6.3,
'directors': ['Hy Averback'],
'actors': ['Peter Sellers'],
'genres': ['Comedy', 'Romance']},
{'title': 'Misery',
'year': 1990,
'rating': 7.8,
'directors': ['Rob Reiner'],
'actors': ['James Caan', 'Richard Farnsworth'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'The Americano',
'year': 1955,
'rating': 5.6,
'directors': ['William Castle'],
'actors': ['Glenn Ford', 'Frank Lovejoy', 'Cesar Romero'],
'genres': ['Adventure', 'Western']},
{'title': 'Duck, You Sucker',
'year': 1971,
'rating': 7.7,
'directors': ['Sergio Leone'],
'actors': ['Rod Steiger', 'James Coburn', 'Romolo Valli'],
'genres': ['Drama', 'War', 'Western']},
{'title': 'Kansas Raiders',
'year': 1950,
'rating': 6.3,
'directors': ['Ray Enright'],
'actors': ['Tony Curtis', 'Audie Murphy', 'Brian Donlevy', 'Scott Brady'],
'genres': ['Western']},
{'title': 'Guilty by Suspicion',
'year': 1991,
'rating': 6.5,
'directors': ['Irwin Winkler'],
'actors': ['Robert De Niro', 'George Wendt'],
'genres': ['Drama']},
{'title': 'To the Last Man',
'year': 1933,
'rating': 6.5,
'directors': ['Henry Hathaway'],
'actors': ['Noah Beery',
'Randolph Scott',
'Jack La Rue',
'Buster Crabbe',
'Barton MacLane'],
'genres': ['Romance', 'Western']},
{'title': 'The Crimson Ghost',
'year': 1946,
'rating': 7.1,
'directors': ['William Witney', 'Fred C. Brannon'],
'actors': ['Charles Quigley', 'Clayton Moore', 'I. Stanford Jolley'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': 'Fatal Instinct',
'year': 1993,
'rating': 5.7,
'directors': ['Carl Reiner'],
'actors': ['Armand Assante'],
'genres': ['Comedy', 'Crime', 'Thriller']},
{'title': 'Sleepers',
'year': 1996,
'rating': 7.6,
'directors': ['Barry Levinson'],
'actors': ['Robert De Niro', 'Kevin Bacon', 'Brad Pitt', 'Jason Patric'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Mikey and Nicky',
'year': 1976,
'rating': 7.4,
'directors': ['Elaine May'],
'actors': ['Peter Falk', 'John Cassavetes', 'Ned Beatty'],
'genres': ['Crime', 'Drama']},
{'title': 'City Lights',
'year': 1931,
'rating': 8.5,
'directors': ['Charles Chaplin'],
'actors': ['Charles Chaplin', 'Harry Myers'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Lonely Guy',
'year': 1984,
'rating': 6.2,
'directors': ['Arthur Hiller'],
'actors': ['Steve Martin', 'Charles Grodin', 'Steve Lawrence'],
'genres': ['Comedy']},
{'title': 'T.R. Baskin',
'year': 1971,
'rating': 6.3,
'directors': ['Herbert Ross'],
'actors': ['Peter Boyle', 'James Caan'],
'genres': ['Drama']},
{'title': 'Against Her Will: The Carrie Buck Story',
'year': 1994,
'rating': 7.4,
'directors': ['John David Coles'],
'actors': ['Peter Frechette', 'Pat Hingle'],
'genres': ['Drama']},
{'title': 'Lillian Russell',
'year': 1940,
'rating': 6.7,
'directors': ['Irving Cummings'],
'actors': ['Leo Carrillo',
'Don Ameche',
'Henry Fonda',
'Edward Arnold',
'Warren William'],
'genres': ['Drama']},
{'title': 'Lucy & Desi: Before the Laughter',
'year': 1991,
'rating': 6.6,
'directors': ['Charles Jarrott'],
'actors': ['Maurice Benard', 'John Wheeler'],
'genres': ['Drama', 'Romance']},
{'title': 'Blackboard Jungle',
'year': 1955,
'rating': 7.4,
'directors': ['Richard Brooks'],
'actors': ['Glenn Ford', 'Louis Calhern'],
'genres': ['Crime', 'Drama']},
{'title': 'Transatlantic Tunnel',
'year': 1935,
'rating': 6.2,
'directors': ['Maurice Elvey'],
'actors': ['Richard Dix', 'Leslie Banks'],
'genres': ['Drama', 'Sci-Fi']},
{'title': 'The Dawn Rider',
'year': 1935,
'rating': 5.2,
'directors': ['Robert N. Bradbury'],
'actors': ['John Wayne', 'Dennis Moore', 'Reed Howes'],
'genres': ['Western']},
{'title': "Judge Hardy's Children",
'year': 1938,
'rating': 6.8,
'directors': ['George B. Seitz'],
'actors': ['Mickey Rooney', 'Lewis Stone'],
'genres': ['Comedy', 'Romance']},
{'title': 'Ash Wednesday',
'year': 1973,
'rating': 5.1,
'directors': ['Larry Peerce'],
'actors': ['Henry Fonda', 'Helmut Berger', 'Keith Baxter'],
'genres': ['Drama', 'Mystery']},
{'title': 'Distant Thunder',
'year': 1973,
'rating': 8.1,
'directors': ['Satyajit Ray'],
'actors': ['Soumitra Chatterjee'],
'genres': ['Drama']},
{'title': 'Drums in the Deep South',
'year': 1951,
'rating': 5.8,
'directors': ['William Cameron Menzies'],
'actors': ['James Craig', 'Guy Madison', 'Barton MacLane'],
'genres': ['Drama', 'History', 'Romance']},
{'title': 'Strange Deception',
'year': 1951,
'rating': 7.2,
'directors': ['Curzio Malaparte'],
'actors': ['Raf Vallone', 'Alain Cuny', 'Gino Cervi'],
'genres': ['Drama', 'Mystery', 'War']},
{'title': 'The Man from Colorado',
'year': 1948,
'rating': 6.7,
'directors': ['Henry Levin'],
'actors': ['Glenn Ford', 'William Holden', 'Ray Collins'],
'genres': ['Romance', 'Western']},
{'title': 'Flame of Barbary Coast',
'year': 1945,
'rating': 6.4,
'directors': ['Joseph Kane'],
'actors': ['John Wayne', 'Joseph Schildkraut', 'William Frawley'],
'genres': ['Romance', 'Western']},
{'title': 'The Last Time I Saw Archie',
'year': 1961,
'rating': 6.0,
'directors': ['Jack Webb'],
'actors': ['Robert Mitchum', 'Jack Webb'],
'genres': ['Comedy', 'Romance', 'War']},
{'title': 'Thief',
'year': 1981,
'rating': 7.4,
'directors': ['Michael Mann'],
'actors': ['James Caan', 'Willie Nelson', 'Jim Belushi'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Idol of the Crowds',
'year': 1937,
'rating': 6.2,
'directors': ['Arthur Lubin'],
'actors': ['John Wayne', 'Charles Brokaw', 'Bill Burrud'],
'genres': ['Drama', 'Romance', 'Sport']},
{'title': 'Ransom',
'year': 1996,
'rating': 6.6,
'directors': ['Ron Howard'],
'actors': ['Mel Gibson', 'Gary Sinise', 'Brawley Nolte'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'Holiday Affair',
'year': 1949,
'rating': 7.2,
'directors': ['Don Hartman'],
'actors': ['Robert Mitchum', 'Wendell Corey', 'Gordon Gebert'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Hoffa',
'year': 1992,
'rating': 6.6,
'directors': ['Danny DeVito'],
'actors': ['Jack Nicholson', 'Danny DeVito', 'Armand Assante', 'J.T. Walsh'],
'genres': ['Crime', 'Drama']},
{'title': 'High Rollers',
'year': 1976,
'rating': 7.6,
'directors': ['Sergio Corbucci'],
'actors': ['Anthony Quinn', 'Adriano Celentano', 'Ugo Bologna'],
'genres': ['Comedy', 'Crime']},
{'title': 'The Great Bank Hoax',
'year': 1978,
'rating': 5.0,
'directors': ['Joseph Jacoby'],
'actors': ['Richard Basehart', 'Ned Beatty', 'Burgess Meredith'],
'genres': ['Comedy']},
{'title': 'So Ends Our Night',
'year': 1941,
'rating': 6.9,
'directors': ['John Cromwell'],
'actors': ['Fredric March', 'Glenn Ford'],
'genres': ['Drama', 'War']},
{'title': 'Scared Stiff',
'year': 1945,
'rating': 4.9,
'directors': ['Frank McDonald'],
'actors': ['Jack Haley', 'Barton MacLane'],
'genres': ['Comedy', 'Mystery']},
{'title': 'The Music Room',
'year': 1958,
'rating': 8.1,
'directors': ['Satyajit Ray'],
'actors': ['Chhabi Biswas', 'Gangapada Basu', 'Bismillah Khan'],
'genres': ['Drama', 'Music']},
{'title': 'Sagebrush Trail',
'year': 1933,
'rating': 5.4,
'directors': ['Armand Schaefer'],
'actors': ['John Wayne', 'Lane Chandler', 'Yakima Canutt'],
'genres': ['Western']},
{'title': 'Full Metal Jacket',
'year': 1987,
'rating': 8.3,
'directors': ['Stanley Kubrick'],
'actors': ['Matthew Modine',
'R. Lee Ermey',
"Vincent D'Onofrio",
'Adam Baldwin'],
'genres': ['Drama', 'War']},
{'title': 'Madness',
'year': 1980,
'rating': 5.7,
'directors': ['Fernando Di Leo'],
'actors': ['Joe Dallesandro', 'Gianni Macchia'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Hostage Flight',
'year': 1985,
'rating': 6.7,
'directors': ['Steven Hilliard Stern'],
'actors': ['Ned Beatty', 'René Enríquez', 'Jack Gilford'],
'genres': ['Thriller']},
{'title': 'Young Billy Young',
'year': 1969,
'rating': 5.7,
'directors': ['Burt Kennedy'],
'actors': ['Robert Mitchum', 'Robert Walker Jr.', 'David Carradine'],
'genres': ['Action', 'Romance', 'Western']},
{'title': 'The Show-Off',
'year': 1926,
'rating': 6.9,
'directors': ['Malcolm St. Clair'],
'actors': ['Gregory Kelly', 'Ford Sterling', 'Charles Goodrich'],
'genres': ['Comedy', 'Drama']},
{'title': 'Judge Hardy and Son',
'year': 1939,
'rating': 6.9,
'directors': ['George B. Seitz'],
'actors': ['Mickey Rooney', 'Lewis Stone'],
'genres': ['Comedy']},
{'title': 'Flight of the Intruder',
'year': 1991,
'rating': 5.7,
'directors': ['John Milius'],
'actors': ['Danny Glover', 'Willem Dafoe', 'Brad Johnson'],
'genres': ['Action', 'Drama', 'Thriller']},
{'title': 'A Date with the Falcon',
'year': 1942,
'rating': 6.5,
'directors': ['Irving Reis'],
'actors': ['George Sanders', 'James Gleason', 'Allen Jenkins'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'My Favorite Wife',
'year': 1940,
'rating': 7.4,
'directors': ['Garson Kanin'],
'actors': ['Cary Grant', 'Randolph Scott'],
'genres': ['Comedy', 'Romance']},
{'title': "You Can't Escape Forever",
'year': 1942,
'rating': 6.2,
'directors': ['Jo Graham'],
'actors': ['George Brent', 'Gene Lockhart', 'Roscoe Karns'],
'genres': ['Crime', 'Drama', 'Romance']},
{'title': 'Christmas Miracle in Caufield, U.S.A.',
'year': 1977,
'rating': 6.4,
'directors': ['Jud Taylor'],
'actors': ['Mitchell Ryan',
'Kurt Russell',
'Andrew Prine',
'John Carradine'],
'genres': ['Drama']},
{'title': 'A Cry in the Night',
'year': 1956,
'rating': 6.1,
'directors': ['Frank Tuttle'],
'actors': ["Edmond O'Brien", 'Brian Donlevy', 'Raymond Burr'],
'genres': ['Crime', 'Drama']},
{'title': 'Freefall',
'year': 1994,
'rating': 4.6,
'directors': ['John Irvin'],
'actors': ['Eric Roberts', 'Jeff Fahey', 'Ron Smerczak'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Best of the Best II',
'year': 1993,
'rating': 5.4,
'directors': ['Robert Radler'],
'actors': ['Eric Roberts', 'Phillip Rhee', 'Chris Penn', 'Edan Gross'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'The Girl in the Show',
'year': 1929,
'rating': 6.5,
'directors': ['Edgar Selwyn'],
'actors': ['Raymond Hackett', 'Edward J. Nugent'],
'genres': ['Comedy']},
{'title': 'The Girl-Getters',
'year': 1964,
'rating': 7.3,
'directors': ['Michael Winner'],
'actors': ['Oliver Reed', 'Harry Andrews'],
'genres': ['Drama']},
{'title': 'Swing Shift',
'year': 1984,
'rating': 5.9,
'directors': ['Jonathan Demme'],
'actors': ['Kurt Russell', 'Fred Ward'],
'genres': ['Drama', 'Romance', 'War']},
{'title': 'Raging Bull',
'year': 1980,
'rating': 8.2,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Joe Pesci', 'Frank Vincent'],
'genres': ['Drama', 'Sport']},
{'title': 'The Lost Capone',
'year': 1990,
'rating': 5.9,
'directors': ['John Gray'],
'actors': ['Adrian Pasdar', 'Eric Roberts', 'Titus Welliver'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'A Child Lost Forever: The Jerry Sherwood Story',
'year': 1992,
'rating': 6.8,
'directors': ['Claudia Weill'],
'actors': ['Michael McGrady', 'Max Gail'],
'genres': ['Drama']},
{'title': 'Blood Vows: The Story of a Mafia Wife',
'year': 1987,
'rating': 6.5,
'directors': ['Paul Wendkos'],
'actors': ['Joe Penny', 'Anthony Franciosa'],
'genres': ['Crime', 'Drama']},
{'title': 'Shattered Dreams',
'year': 1990,
'rating': 5.8,
'directors': ['Robert Iscove'],
'actors': ['Michael Nouri', 'James Karen'],
'genres': ['Drama']},
{'title': "Satan's Black Wedding",
'year': 1976,
'rating': 4.7,
'directors': ['Nick Millard'],
'actors': ['Greg Braddock', 'Ray Myles', 'Barrett Cooper'],
'genres': ['Horror']},
{'title': 'El Dorado',
'year': 1967,
'rating': 7.6,
'directors': ['Howard Hawks'],
'actors': ['John Wayne', 'Robert Mitchum', 'James Caan'],
'genres': ['Drama', 'Romance', 'Western']},
{'title': 'Terror on a Train',
'year': 1953,
'rating': 6.2,
'directors': ['Ted Tetzlaff'],
'actors': ['Glenn Ford', 'Maurice Denham', 'Harcourt Williams'],
'genres': ['Crime', 'Thriller']},
{'title': 'Cradle Will Rock',
'year': 1999,
'rating': 6.9,
'directors': ['Tim Robbins'],
'actors': ['Hank Azaria', 'Rubén Blades', 'John Cusack'],
'genres': ['Drama']},
{'title': 'Fail-Safe',
'year': 1964,
'rating': 8.0,
'directors': ['Sidney Lumet'],
'actors': ['Henry Fonda', 'Walter Matthau', 'Fritz Weaver', "Dan O'Herlihy"],
'genres': ['Drama', 'Thriller']},
{'title': 'To Sleep with Anger',
'year': 1990,
'rating': 7.1,
'directors': ['Charles Burnett'],
'actors': ['Danny Glover', 'Paul Butler', 'DeVaughn Nixon'],
'genres': ['Drama']},
{'title': 'Cairo',
'year': 1963,
'rating': 5.5,
'directors': ['Wolf Rilla'],
'actors': ['George Sanders', 'Richard Johnson', 'John Meillon'],
'genres': ['Crime', 'Drama']},
{'title': 'Beau Geste',
'year': 1939,
'rating': 7.8,
'directors': ['William A. Wellman'],
'actors': ['Gary Cooper', 'Ray Milland', 'Robert Preston', 'Brian Donlevy'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'A Reason to Live, a Reason to Die',
'year': 1972,
'rating': 6.2,
'directors': ['Tonino Valerii'],
'actors': ['James Coburn', 'Telly Savalas', 'Bud Spencer', 'Georges Géret'],
'genres': ['Western']},
{'title': 'Crossfire',
'year': 1947,
'rating': 7.4,
'directors': ['Edward Dmytryk'],
'actors': ['Robert Young', 'Robert Mitchum', 'Robert Ryan'],
'genres': ['Crime', 'Drama']},
{'title': 'The Saint Takes Over',
'year': 1940,
'rating': 6.6,
'directors': ['Jack Hively'],
'actors': ['George Sanders', 'Jonathan Hale', 'Paul Guilfoyle'],
'genres': ['Crime', 'Mystery']},
{'title': "The Saint's Double Trouble",
'year': 1940,
'rating': 6.0,
'directors': ['Jack Hively'],
'actors': ['George Sanders', 'Jonathan Hale', 'Bela Lugosi'],
'genres': ['Crime', 'Drama']},
{'title': 'Seminole',
'year': 1953,
'rating': 6.3,
'directors': ['Budd Boetticher'],
'actors': ['Rock Hudson', 'Anthony Quinn', 'Richard Carlson'],
'genres': ['Western']},
{'title': 'The Strongest Man in the World',
'year': 1975,
'rating': 6.0,
'directors': ['Vincent McEveety'],
'actors': ['Kurt Russell', 'Joe Flynn', 'Cesar Romero'],
'genres': ['Comedy', 'Family', 'Sci-Fi']},
{'title': 'Apache Drums',
'year': 1951,
'rating': 6.2,
'directors': ['Hugo Fregonese'],
'actors': ['Stephen McNally', 'Willard Parker', 'Arthur Shields'],
'genres': ['Western']},
{'title': 'The 25th Hour',
'year': 1967,
'rating': 7.7,
'directors': ['Henri Verneuil'],
'actors': ['Anthony Quinn', 'Grégoire Aslan', 'Michael Redgrave'],
'genres': ['Drama', 'War']},
{'title': 'The Winston Affair',
'year': 1964,
'rating': 6.7,
'directors': ['Guy Hamilton'],
'actors': ['Robert Mitchum', 'Barry Sullivan', 'Trevor Howard'],
'genres': ['Drama', 'War']},
{'title': 'Skirts Ahoy!',
'year': 1952,
'rating': 5.7,
'directors': ['Sidney Lanfield'],
'actors': ['Keefe Brasselle', 'Barry Sullivan'],
'genres': ['Comedy']},
{'title': 'A Twist of the Knife',
'year': 1993,
'rating': 6.9,
'directors': ['Jerry London'],
'actors': ['Dick Van Dyke', 'Stephen Caffrey'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'East of Sumatra',
'year': 1953,
'rating': 5.9,
'directors': ['Budd Boetticher'],
'actors': ['Jeff Chandler', 'Anthony Quinn'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'The Fixer',
'year': 1998,
'rating': 5.0,
'directors': ['Charles Robert Carner'],
'actors': ['Jon Voight', 'J.J. Johnston', 'Miguel Sandoval'],
'genres': ['Drama']},
{'title': 'Arlington Road',
'year': 1999,
'rating': 7.2,
'directors': ['Mark Pellington'],
'actors': ['Jeff Bridges', 'Tim Robbins'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Go West Young Man',
'year': 1936,
'rating': 6.8,
'directors': ['Henry Hathaway'],
'actors': ['Warren William', 'Randolph Scott'],
'genres': ['Comedy']},
{'title': 'Little Darlings',
'year': 1980,
'rating': 6.5,
'directors': ['Ron Maxwell'],
'actors': ['Armand Assante', 'Matt Dillon'],
'genres': ['Comedy', 'Drama']},
{'title': "We're No Angels",
'year': 1989,
'rating': 6.1,
'directors': ['Neil Jordan'],
'actors': ['Robert De Niro', 'Sean Penn', 'Hoyt Axton'],
'genres': ['Comedy', 'Crime']},
{'title': 'Thunder Road',
'year': 1958,
'rating': 6.7,
'directors': ['Arthur Ripley'],
'actors': ['Robert Mitchum', 'Gene Barry', 'Jacques Aubuchon'],
'genres': ['Crime', 'Drama']},
{'title': 'When the Daltons Rode',
'year': 1940,
'rating': 6.6,
'directors': ['George Marshall'],
'actors': ['Randolph Scott', 'Brian Donlevy', 'George Bancroft'],
'genres': ['Western']},
{'title': "Nobody's Fool",
'year': 1986,
'rating': 5.5,
'directors': ['Evelyn Purcell'],
'actors': ['Eric Roberts', 'Jim Youngs'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Lost Command',
'year': 1966,
'rating': 6.6,
'directors': ['Mark Robson'],
'actors': ['Anthony Quinn', 'Alain Delon', 'George Segal'],
'genres': ['Action', 'Drama', 'War']},
{'title': 'Anzio',
'year': 1968,
'rating': 6.0,
'directors': ['Edward Dmytryk', 'Duilio Coletti'],
'actors': ['Robert Mitchum', 'Peter Falk', 'Robert Ryan', 'Earl Holliman'],
'genres': ['Drama', 'History', 'War']},
{'title': 'The Glory Guys',
'year': 1965,
'rating': 6.2,
'directors': ['Arnold Laven'],
'actors': ['Tom Tryon', 'Harve Presnell', 'James Caan'],
'genres': ['Romance', 'Western']},
{'title': 'Pushing Tin',
'year': 1999,
'rating': 6.0,
'directors': ['Mike Newell'],
'actors': ['John Cusack', 'Billy Bob Thornton'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Seniors',
'year': 1978,
'rating': 4.4,
'directors': ['Rod Amateau'],
'actors': ['Jeffrey Byron', 'Gary Imhoff', 'Dennis Quaid', 'Lou Richards'],
'genres': ['Comedy']},
{'title': 'Friendly Fire',
'year': 1979,
'rating': 7.5,
'directors': ['David Greene'],
'actors': ['Ned Beatty', 'Sam Waterston', 'Dennis Erdman'],
'genres': ['Drama', 'War']},
{'title': 'The Man from Utah',
'year': 1934,
'rating': 5.2,
'directors': ['Robert N. Bradbury'],
'actors': ['John Wayne', 'Edward Peil Sr.'],
'genres': ['Adventure', 'Crime', 'Romance']},
{'title': 'I Aim at the Stars',
'year': 1960,
'rating': 6.2,
'directors': ['J. Lee Thompson'],
'actors': ['Curd Jürgens', 'Herbert Lom'],
'genres': ['Drama']},
{'title': 'Eyes of Laura Mars',
'year': 1978,
'rating': 6.1,
'directors': ['Irvin Kershner'],
'actors': ['Tommy Lee Jones', 'Brad Dourif', 'Rene Auberjonois'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Starman',
'year': 1984,
'rating': 7.0,
'directors': ['John Carpenter'],
'actors': ['Jeff Bridges', 'Charles Martin Smith', 'Richard Jaeckel'],
'genres': ['Romance', 'Sci-Fi']},
{'title': 'Home, Sweet Homicide',
'year': 1946,
'rating': 7.2,
'directors': ['Lloyd Bacon'],
'actors': ['Randolph Scott', 'Dean Stockwell'],
'genres': ['Comedy', 'Mystery']},
{'title': "Hangman's Knot",
'year': 1952,
'rating': 6.8,
'directors': ['Roy Huggins'],
'actors': ['Richard Denning',
'Randolph Scott',
'Claude Jarman Jr.',
'Frank Faylen',
'Glenn Langan'],
'genres': ['Romance', 'Western']},
{'title': 'The World in His Arms',
'year': 1952,
'rating': 7.1,
'directors': ['Raoul Walsh'],
'actors': ['Gregory Peck', 'Anthony Quinn', 'John McIntire'],
'genres': ['Action', 'Adventure', 'History']},
{'title': 'Lonely Hearts',
'year': 1991,
'rating': 4.8,
'directors': ['Andrew Lane'],
'actors': ['Eric Roberts'],
'genres': ['Drama', 'Romance', 'Thriller']},
{'title': 'The Ride Back',
'year': 1957,
'rating': 7.0,
'directors': ['Oscar Rudolph', 'Allen H. Miner'],
'actors': ['Anthony Quinn', 'William Conrad', 'Victor Millan'],
'genres': ['Drama', 'Western']},
{'title': 'Hot Pursuit',
'year': 1987,
'rating': 5.8,
'directors': ['Steven Lisberger'],
'actors': ['John Cusack', 'Robert Loggia', 'Jerry Stiller'],
'genres': ['Comedy']},
{'title': 'Sidekicks',
'year': 1992,
'rating': 5.0,
'directors': ['Aaron Norris'],
'actors': ['Chuck Norris', 'Beau Bridges', 'Jonathan Brandis', 'Mako'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'Tall in the Saddle',
'year': 1944,
'rating': 7.1,
'directors': ['Edwin L. Marin'],
'actors': ['John Wayne', 'Ward Bond', "George 'Gabby' Hayes"],
'genres': ['Mystery', 'Romance', 'Western']},
{'title': 'Good Times',
'year': 1967,
'rating': 4.8,
'directors': ['William Friedkin'],
'actors': ['Sonny Bono', 'George Sanders'],
'genres': ['Comedy', 'Western']},
{'title': 'The Doctor and the Girl',
'year': 1949,
'rating': 6.9,
'directors': ['Curtis Bernhardt'],
'actors': ['Glenn Ford', 'Charles Coburn'],
'genres': ['Drama', 'Romance']},
{'title': 'Lady and Gent',
'year': 1932,
'rating': 5.7,
'directors': ['Stephen Roberts'],
'actors': ['Morgan Wallace',
'George Bancroft',
'Charles Starrett',
'James Gleason',
'John Wayne'],
'genres': ['Drama', 'Sport']},
{'title': 'The Rice People',
'year': 1994,
'rating': 7.2,
'directors': ['Rithy Panh'],
'actors': ['Mom Soth'],
'genres': ['Drama']},
{'title': 'Stagecoach',
'year': 1939,
'rating': 7.9,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Andy Devine', 'John Carradine'],
'genres': ['Adventure', 'Western']},
{'title': 'Hamlet Goes Business',
'year': 1987,
'rating': 7.1,
'directors': ['Aki Kaurismäki'],
'actors': ['Pirkka-Pekka Petelius', 'Esko Salminen'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Batwoman',
'year': 1968,
'rating': 4.8,
'directors': ['René Cardona'],
'actors': ['Roberto Cañedo', 'Héctor Godoy', 'David Silva'],
'genres': ['Adventure', 'Horror', 'Sci-Fi']},
{'title': 'Sands of Iwo Jima',
'year': 1949,
'rating': 7.2,
'directors': ['Allan Dwan'],
'actors': ['John Wayne', 'John Agar', 'Forrest Tucker'],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'The Desert Trail',
'year': 1935,
'rating': 5.4,
'directors': ['Lewis D. Collins'],
'actors': ['John Wayne', 'Paul Fix', 'Eddy Chandler'],
'genres': ['Romance', 'Western']},
{'title': 'King of the Pecos',
'year': 1936,
'rating': 6.0,
'directors': ['Joseph Kane'],
'actors': ['John Wayne', 'Cy Kendall', 'Jack Rube Clifford'],
'genres': ['Western']},
{'title': "Pete's Dragon",
'year': 1977,
'rating': 6.4,
'directors': ['Don Chaffey'],
'actors': ['Sean Marshall', 'Jim Dale', 'Mickey Rooney'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'Tall Man Riding',
'year': 1955,
'rating': 6.4,
'directors': ['Lesley Selander'],
'actors': ['Randolph Scott', 'William Ching'],
'genres': ['Western']},
{'title': 'Pursued',
'year': 1947,
'rating': 7.3,
'directors': ['Raoul Walsh'],
'actors': ['Robert Mitchum', 'Dean Jagger'],
'genres': ['Drama', 'Mystery', 'Romance']},
{'title': 'The Private Affairs of Bel Ami',
'year': 1947,
'rating': 6.8,
'directors': ['Albert Lewin'],
'actors': ['George Sanders', 'John Carradine'],
'genres': ['Drama']},
{'title': 'Randy Rides Alone',
'year': 1934,
'rating': 5.4,
'directors': ['Harry L. Fraser'],
'actors': ['Artie Ortego',
'John Wayne',
"George 'Gabby' Hayes",
'Yakima Canutt',
'Earl Dwire'],
'genres': ['Western']},
{'title': 'A Matter of Resistance',
'year': 1966,
'rating': 6.9,
'directors': ['Jean-Paul Rappeneau'],
'actors': ['Pierre Brasseur', 'Philippe Noiret', 'Henri Garcin'],
'genres': ['Comedy', 'Romance']},
{'title': 'Black Gold',
'year': 1947,
'rating': 6.6,
'directors': ['Phil Karlson'],
'actors': ['Anthony Quinn', "'Ducky' Louie", 'Raymond Hatton'],
'genres': ['Drama', 'History', 'Sport']},
{'title': 'Crack-Up',
'year': 1936,
'rating': 6.2,
'directors': ['Malcolm St. Clair'],
'actors': ['Peter Lorre', 'Brian Donlevy', 'Ralph Morgan'],
'genres': ['Drama']},
{'title': 'The House of the Seven Gables',
'year': 1940,
'rating': 7.2,
'directors': ['Joe May'],
'actors': ['George Sanders', 'Vincent Price', 'Dick Foran'],
'genres': ['Drama', 'Thriller']},
{'title': "Kiki's Delivery Service",
'year': 1989,
'rating': 7.9,
'directors': ['Hayao Miyazaki'],
'actors': ['Kappei Yamaguchi'],
'genres': ['Adventure', 'Animation', 'Drama']},
{'title': 'The Rover',
'year': 1967,
'rating': 7.3,
'directors': ['Terence Young'],
'actors': ['Anthony Quinn', 'Richard Johnson'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': '8 Million Ways to Die',
'year': 1986,
'rating': 5.7,
'directors': ['Hal Ashby'],
'actors': ['Jeff Bridges', 'Randy Brooks'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Sensation',
'year': 1994,
'rating': 5.2,
'directors': ['Brian Grant'],
'actors': ['Eric Roberts', 'Ron Perlman', 'Paul Le Mat'],
'genres': ['Drama', 'Thriller']},
{'title': 'Why Me?',
'year': 1984,
'rating': 7.5,
'directors': ['Fielder Cook'],
'actors': ['Armand Assante', 'Craig Wasson'],
'genres': ['Drama']},
{'title': 'The Loves of Carmen',
'year': 1948,
'rating': 6.3,
'directors': ['Charles Vidor'],
'actors': ['Glenn Ford', 'Ron Randell', 'Victor Jory'],
'genres': ['Adventure', 'Drama', 'Music']},
{'title': 'Tapeheads',
'year': 1988,
'rating': 5.7,
'directors': ['Bill Fishman'],
'actors': ['John Cusack', 'Tim Robbins', 'Clu Gulager'],
'genres': ['Comedy', 'Music']},
{'title': 'A Question of Love',
'year': 1978,
'rating': 7.2,
'directors': ['Jerry Thorpe'],
'actors': ['Ned Beatty', 'Clu Gulager'],
'genres': ['Drama']},
{'title': 'Hot Spell',
'year': 1958,
'rating': 7.3,
'directors': ['George Cukor', 'Daniel Mann'],
'actors': ['Anthony Quinn', 'Earl Holliman'],
'genres': ['Drama']},
{'title': 'So Red the Rose',
'year': 1935,
'rating': 6.6,
'directors': ['King Vidor'],
'actors': ['Walter Connolly', 'Randolph Scott'],
'genres': ['Drama']},
{'title': 'A Man of Passion',
'year': 1989,
'rating': 6.6,
'directors': ['José Antonio de la Loma'],
'actors': ['R.J. Williams', 'Anthony Quinn', 'Ramon Estevez', 'Ray Walston'],
'genres': ['Drama', 'Romance']},
{'title': 'The Violation of Sarah McDavid',
'year': 1981,
'rating': 6.3,
'directors': ['John Llewellyn Moxey'],
'actors': ['Ned Beatty', 'James Sloyan'],
'genres': ['Drama']},
{'title': 'Bandido!',
'year': 1956,
'rating': 6.3,
'directors': ['Richard Fleischer'],
'actors': ['Robert Mitchum', 'Gilbert Roland', 'Zachary Scott'],
'genres': ['Action', 'Adventure', 'War']},
{'title': 'The Undefeated',
'year': 1969,
'rating': 6.7,
'directors': ['Andrew V. McLaglen'],
'actors': ['John Wayne', 'Rock Hudson', 'Antonio Aguilar', 'Roman Gabriel'],
'genres': ['Western']},
{'title': 'The Nature of the Beast',
'year': 1995,
'rating': 6.4,
'directors': ['Victor Salva'],
'actors': ['Eric Roberts', 'Lance Henriksen', 'Brion James', 'Frank Novak'],
'genres': ['Crime', 'Horror', 'Mystery']},
{'title': 'The Sunset Boys',
'year': 1995,
'rating': 6.0,
'directors': ['Leidulv Risan'],
'actors': ['Robert Mitchum',
'Cliff Robertson',
'Erland Josephson',
'Espen Skjønberg'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'My Darling Clementine',
'year': 1946,
'rating': 7.8,
'directors': ['John Ford'],
'actors': ['Henry Fonda', 'Victor Mature'],
'genres': ['Drama', 'Western']},
{'title': 'The Toy',
'year': 1982,
'rating': 5.8,
'directors': ['Richard Donner'],
'actors': ['Richard Pryor',
'Jackie Gleason',
'Ned Beatty',
'Scott Schwartz'],
'genres': ['Comedy']},
{'title': 'The Shadow Men',
'year': 1997,
'rating': 4.2,
'directors': ['Timothy Bond'],
'actors': ['Eric Roberts', 'Dean Stockwell', 'Brendon Ryan Barrett'],
'genres': ['Action', 'Sci-Fi', 'Thriller']},
{'title': 'How to Stuff a Wild Bikini',
'year': 1965,
'rating': 4.4,
'directors': ['William Asher'],
'actors': ['Dwayne Hickman', 'Brian Donlevy', 'Harvey Lembeck'],
'genres': ['Comedy']},
{'title': 'Cry for Happy',
'year': 1961,
'rating': 6.2,
'directors': ['George Marshall'],
'actors': ['Glenn Ford', "Donald O'Connor", 'James Shigeta'],
'genres': ['Comedy', 'Romance']},
{'title': 'Portrait in Black',
'year': 1960,
'rating': 6.7,
'directors': ['Michael Gordon'],
'actors': ['Anthony Quinn', 'Richard Basehart'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Cape Fear',
'year': 1962,
'rating': 7.8,
'directors': ['J. Lee Thompson'],
'actors': ['Gregory Peck', 'Robert Mitchum'],
'genres': ['Drama', 'Thriller']},
{'title': 'A Colt Is My Passport',
'year': 1967,
'rating': 7.5,
'directors': ['Takashi Nomura'],
'actors': ['Jô Shishido', 'Jerry Fujio', 'Ryôtarô Sugi'],
'genres': ['Action', 'Crime']},
{'title': 'She',
'year': 1935,
'rating': 6.6,
'directors': ['Irving Pichel', 'Lansing C. Holden'],
'actors': ['Randolph Scott', 'Nigel Bruce'],
'genres': ['Adventure', 'Fantasy', 'Romance']},
{'title': 'Vengeance is Mine',
'year': 1968,
'rating': 6.7,
'directors': ['Giovanni Fago'],
'actors': ['Gianni Garko', 'Carlo Gaddi', 'Claudio Camaso', 'Piero Lulli'],
'genres': ['Western']},
{'title': 'Wake Island',
'year': 1942,
'rating': 6.9,
'directors': ['John Farrow'],
'actors': ['Brian Donlevy',
'Robert Preston',
'Macdonald Carey',
'William Bendix'],
'genres': ['Action', 'Drama', 'War']},
{'title': 'Interrupted Melody',
'year': 1955,
'rating': 6.9,
'directors': ['Curtis Bernhardt'],
'actors': ['Glenn Ford', 'Roger Moore', 'Cecil Kellaway'],
'genres': ['Drama', 'Music']},
{'title': 'Blowing Wild',
'year': 1953,
'rating': 6.6,
'directors': ['Hugo Fregonese'],
'actors': ['Gary Cooper', 'Anthony Quinn'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'D.O.A.',
'year': 1988,
'rating': 6.1,
'directors': ['Annabel Jankel', 'Rocky Morton'],
'actors': ['Dennis Quaid', 'Daniel Stern'],
'genres': ['Mystery', 'Thriller']},
{'title': 'Tears of the Yang-Tse',
'year': 1947,
'rating': 7.6,
'directors': ['Chusheng Cai', 'Junli Zheng'],
'actors': ['Tao Jin', 'Yang Nai'],
'genres': ['Drama', 'War']},
{'title': 'Hercules and the Amazon Women',
'year': 1994,
'rating': 6.6,
'directors': ['Bill Norton'],
'actors': ['Kevin Sorbo', 'Anthony Quinn', 'Michael Hurst'],
'genres': ['Action', 'Adventure', 'Fantasy']},
{'title': 'Gotham',
'year': 1988,
'rating': 6.4,
'directors': ['Lloyd Fonvielle'],
'actors': ['Tommy Lee Jones', 'Colin Bruce'],
'genres': ['Thriller']},
{'title': 'Journey to Shiloh',
'year': 1968,
'rating': 5.7,
'directors': ['William Hale'],
'actors': ['James Caan', 'Michael Sarrazin', 'Don Stroud'],
'genres': ['Drama', 'War', 'Western']},
{'title': 'Gilda',
'year': 1946,
'rating': 7.7,
'directors': ['Charles Vidor'],
'actors': ['Glenn Ford', 'George Macready', 'Joseph Calleia'],
'genres': ['Drama', 'Romance']},
{'title': 'The Scarlet Coat',
'year': 1955,
'rating': 6.3,
'directors': ['John Sturges'],
'actors': ['Cornel Wilde', 'Michael Wilding', 'George Sanders'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'Against All Odds',
'year': 1984,
'rating': 5.9,
'directors': ['Taylor Hackford'],
'actors': ['Jeff Bridges', 'James Woods', 'Alex Karras'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': 'Striptease',
'year': 1996,
'rating': 4.4,
'directors': ['Andrew Bergman'],
'actors': ['Burt Reynolds', 'Armand Assante', 'Ving Rhames'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Two Years Before the Mast',
'year': 1946,
'rating': 6.9,
'directors': ['John Farrow'],
'actors': ['Alan Ladd',
'Brian Donlevy',
'William Bendix',
'Barry Fitzgerald'],
'genres': ['Adventure', 'Drama']},
{'title': 'The Last Challenge',
'year': 1967,
'rating': 6.1,
'directors': ['Richard Thorpe'],
'actors': ['Glenn Ford', 'Chad Everett', 'Gary Merrill'],
'genres': ['Western']},
{'title': 'Another You',
'year': 1991,
'rating': 5.4,
'directors': ['Maurice Phillips'],
'actors': ['Richard Pryor', 'Gene Wilder', 'Stephen Lang'],
'genres': ['Comedy', 'Crime']},
{'title': 'Confessions of a Nazi Spy',
'year': 1939,
'rating': 6.8,
'directors': ['Anatole Litvak'],
'actors': ['Edward G. Robinson',
'George Sanders',
'Francis Lederer',
'Paul Lukas'],
'genres': ['Drama', 'War']},
{'title': 'Hangmen Also Die!',
'year': 1943,
'rating': 7.5,
'directors': ['Fritz Lang'],
'actors': ['Brian Donlevy', 'Walter Brennan', 'Gene Lockhart'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Little Mermaid',
'year': 1975,
'rating': 7.6,
'directors': ['Tomoharu Katsumata', 'Tim Reid'],
'actors': ['Tarô Shigaki', 'Hideki Shibata'],
'genres': ['Adventure', 'Animation', 'Family']},
{'title': 'A Forgotten Tune for the Flute',
'year': 1987,
'rating': 7.5,
'directors': ['Eldar Ryazanov'],
'actors': ['Leonid Filatov', 'Valentin Gaft'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Nevadan',
'year': 1950,
'rating': 6.3,
'directors': ['Gordon Douglas'],
'actors': ['Randolph Scott', 'Forrest Tucker', 'Frank Faylen'],
'genres': ['Western']},
{'title': 'Unfaithfully Yours',
'year': 1984,
'rating': 6.0,
'directors': ['Howard Zieff'],
'actors': ['Dudley Moore', 'Armand Assante', 'Albert Brooks'],
'genres': ['Comedy', 'Music', 'Romance']},
{'title': 'Lancer Spy',
'year': 1937,
'rating': 6.4,
'directors': ['Gregory Ratoff'],
'actors': ['George Sanders', 'Peter Lorre'],
'genres': ['Drama', 'Thriller', 'War']},
{'title': 'The Big Stampede',
'year': 1932,
'rating': 5.8,
'directors': ['Tenny Wright'],
'actors': ['John Wayne', 'Noah Beery', 'Paul Hurst'],
'genres': ['Western']},
{'title': 'Deliverance',
'year': 1972,
'rating': 7.7,
'directors': ['John Boorman'],
'actors': ['Jon Voight', 'Burt Reynolds', 'Ned Beatty', 'Ronny Cox'],
'genres': ['Adventure', 'Drama', 'Thriller']},
{'title': 'The Moon and Sixpence',
'year': 1942,
'rating': 6.8,
'directors': ['Albert Lewin'],
'actors': ['George Sanders', 'Herbert Marshall', 'Eric Blore'],
'genres': ['Drama', 'Romance']},
{'title': 'The Bold and the Brave',
'year': 1956,
'rating': 6.1,
'directors': ['Lewis R. Foster', 'Mickey Rooney'],
'actors': ['Wendell Corey', 'Mickey Rooney', 'Don Taylor'],
'genres': ['Drama', 'War']},
{'title': 'Comanche Territory',
'year': 1950,
'rating': 5.7,
'directors': ['George Sherman'],
'actors': ['Macdonald Carey', 'Will Geer', 'Charles Drake'],
'genres': ['Adventure', 'Romance', 'Western']},
{'title': 'Colt .45',
'year': 1950,
'rating': 6.0,
'directors': ['Edwin L. Marin'],
'actors': ['Randolph Scott', 'Zachary Scott', 'Lloyd Bridges'],
'genres': ['Western']},
{'title': 'Affair in Havana',
'year': 1957,
'rating': 5.7,
'directors': ['Laslo Benedek'],
'actors': ['John Cassavetes', 'Raymond Burr'],
'genres': ['Crime']},
{'title': 'Marco the Magnificent',
'year': 1965,
'rating': 6.3,
'directors': ['Noël Howard', 'Denys de La Patellière', 'Raoul Lévy'],
'actors': ['Horst Buchholz', 'Anthony Quinn', 'Akim Tamiroff'],
'genres': ['Adventure']},
{'title': 'Kidnapped',
'year': 1987,
'rating': 4.9,
'directors': ['Howard Avedis'],
'actors': ['David Naughton', 'Lance LeGault', 'Chick Vennera'],
'genres': ['Thriller']},
{'title': 'Hangover Square',
'year': 1945,
'rating': 7.5,
'directors': ['John Brahm'],
'actors': ['Laird Cregar', 'George Sanders', 'Glenn Langan'],
'genres': ['Crime', 'Drama']},
{'title': 'Francis in the Haunted House',
'year': 1956,
'rating': 5.7,
'directors': ['Charles Lamont'],
'actors': ['Mickey Rooney', 'James Flavin', 'Paul Cavanagh'],
'genres': ['Comedy', 'Fantasy', 'Horror']},
{'title': 'Jezebel',
'year': 1938,
'rating': 7.6,
'directors': ['William Wyler'],
'actors': ['Henry Fonda', 'George Brent'],
'genres': ['Drama', 'Romance']},
{'title': 'The Shadow of the Eagle',
'year': 1932,
'rating': 5.8,
'directors': ['B. Reeves Eason', 'Ford Beebe'],
'actors': ['John Wayne', 'Walter Miller', 'Kenneth Harlan'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'Big Jim McLain',
'year': 1952,
'rating': 5.4,
'directors': ['Edward Ludwig'],
'actors': ['John Wayne', 'James Arness', 'Alan Napier'],
'genres': ['Crime', 'Drama', 'History']},
{'title': 'Attack of the Crab Monsters',
'year': 1957,
'rating': 4.8,
'directors': ['Roger Corman'],
'actors': ['Richard Garland', 'Russell Johnson', 'Leslie Bradley'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'Texas',
'year': 1941,
'rating': 6.8,
'directors': ['George Marshall'],
'actors': ['William Holden', 'Glenn Ford', 'George Bancroft'],
'genres': ['Western']},
{'title': 'Amber Waves',
'year': 1980,
'rating': 7.5,
'directors': ['Joseph Sargent'],
'actors': ['Dennis Weaver', 'Kurt Russell'],
'genres': ['Drama']},
{'title': 'The Man Who Shot Liberty Valance',
'year': 1962,
'rating': 8.1,
'directors': ['John Ford'],
'actors': ['James Stewart', 'John Wayne', 'Lee Marvin'],
'genres': ['Drama', 'Western']},
{'title': 'Evil Roy Slade',
'year': 1972,
'rating': 7.3,
'directors': ['Jerry Paris'],
'actors': ['Mickey Rooney', 'Dick Shawn', 'Henry Gibson', 'Dom DeLuise'],
'genres': ['Comedy', 'Western']},
{'title': 'Executive Decision',
'year': 1996,
'rating': 6.4,
'directors': ['Stuart Baird'],
'actors': ['Kurt Russell', 'Steven Seagal', 'John Leguizamo'],
'genres': ['Action', 'Adventure', 'Thriller']},
{'title': 'The Fastest Gun Alive',
'year': 1956,
'rating': 7.2,
'directors': ['Russell Rouse'],
'actors': ['Glenn Ford', 'Broderick Crawford', 'Russ Tamblyn'],
'genres': ['Drama', 'Western']},
{'title': 'Ride Him, Cowboy',
'year': 1932,
'rating': 5.4,
'directors': ['Fred Allen'],
'actors': ['Otis Harlan', 'John Wayne', 'Duke', 'Henry B. Walthall'],
'genres': ['Romance', 'Western']},
{'title': 'Overboard',
'year': 1987,
'rating': 6.8,
'directors': ['Garry Marshall'],
'actors': ['Kurt Russell', 'Edward Herrmann'],
'genres': ['Comedy', 'Romance']},
{'title': 'The Brotherhood of the Bell',
'year': 1970,
'rating': 7.3,
'directors': ['Paul Wendkos'],
'actors': ['Glenn Ford', 'Dean Jagger', 'Maurice Evans'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Falcon Takes Over',
'year': 1942,
'rating': 6.5,
'directors': ['Irving Reis'],
'actors': ['George Sanders', 'James Gleason', 'Allen Jenkins'],
'genres': ['Crime', 'Mystery', 'Thriller']},
{'title': "The Falcon's Brother",
'year': 1942,
'rating': 6.5,
'directors': ['Stanley Logan'],
'actors': ['George Sanders', 'Tom Conway', 'Don Barclay'],
'genres': ['Crime', 'Drama', 'Mystery']},
{'title': 'The Four Horsemen of the Apocalypse',
'year': 1962,
'rating': 6.7,
'directors': ['Vincente Minnelli'],
'actors': ['Glenn Ford', 'Charles Boyer', 'Lee J. Cobb'],
'genres': ['Drama', 'War']},
{'title': "'Neath the Arizona Skies",
'year': 1934,
'rating': 5.1,
'directors': ['Harry L. Fraser'],
'actors': ['John Wayne', 'Jack Rockwell'],
'genres': ['Western']},
{'title': 'The Thing',
'year': 1982,
'rating': 8.1,
'directors': ['John Carpenter'],
'actors': ['Kurt Russell',
'Wilford Brimley',
'Keith David',
'Richard Masur'],
'genres': ['Horror', 'Mystery', 'Sci-Fi']},
{'title': 'Predator 2',
'year': 1990,
'rating': 6.3,
'directors': ['Stephen Hopkins'],
'actors': ['Danny Glover', 'Gary Busey', 'Kevin Peter Hall', 'Rubén Blades'],
'genres': ['Action', 'Horror', 'Sci-Fi']},
{'title': 'Restraining Order',
'year': 1999,
'rating': 4.7,
'directors': ['Lee H. Katzin'],
'actors': ['Eric Roberts', 'Hannes Jaenicke', 'Dean Stockwell'],
'genres': ['Action', 'Thriller']},
{'title': 'A Cruel Romance',
'year': 1984,
'rating': 8.1,
'directors': ['Eldar Ryazanov'],
'actors': ['Nikita Mikhalkov', 'Andrey Myagkov'],
'genres': ['Drama', 'History', 'Romance']},
{'title': 'Silkwood',
'year': 1983,
'rating': 7.2,
'directors': ['Mike Nichols'],
'actors': ['Kurt Russell', 'Craig T. Nelson'],
'genres': ['Drama', 'History']},
{'title': 'The Last Voyage',
'year': 1960,
'rating': 6.7,
'directors': ['Andrew L. Stone'],
'actors': ['Joel Marston',
'Robert Stack',
'George Sanders',
"Edmond O'Brien",
'Woody Strode',
'Jack Kruschen'],
'genres': ['Drama']},
{'title': 'Belizaire the Cajun',
'year': 1986,
'rating': 6.5,
'directors': ['Glen Pitre'],
'actors': ['Armand Assante', 'Michael Schoeffling', 'Stephen McHattie'],
'genres': ['Drama', 'History', 'Romance']},
{'title': 'Heaven with a Barbed Wire Fence',
'year': 1939,
'rating': 6.5,
'directors': ['Ricardo Cortez'],
'actors': ['Raymond Walburn', 'Glenn Ford'],
'genres': ['Drama']},
{'title': 'The Hardys Ride High',
'year': 1939,
'rating': 6.8,
'directors': ['George B. Seitz'],
'actors': ['Lewis Stone', 'Mickey Rooney'],
'genres': ['Comedy']},
{'title': 'Backdraft',
'year': 1991,
'rating': 6.7,
'directors': ['Ron Howard'],
'actors': ['Kurt Russell',
'William Baldwin',
'Robert De Niro',
'Donald Sutherland'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'The Three Musketeers',
'year': 1933,
'rating': 5.5,
'directors': ['Armand Schaefer', 'Colbert Clark'],
'actors': ['Jack Mulhall',
'Raymond Hatton',
'Francis X. Bushman Jr.',
'John Wayne'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Undercurrent',
'year': 1946,
'rating': 6.6,
'directors': ['Vincente Minnelli'],
'actors': ['Robert Taylor', 'Robert Mitchum', 'Edmund Gwenn'],
'genres': ['Drama', 'Thriller']},
{'title': 'An American Romance',
'year': 1944,
'rating': 6.9,
'directors': ['King Vidor'],
'actors': ['Brian Donlevy', 'Walter Abel', 'John Qualen'],
'genres': ['Drama']},
{'title': 'Chad Hanna',
'year': 1940,
'rating': 6.3,
'directors': ['Henry King'],
'actors': ['Henry Fonda', 'Guy Kibbee'],
'genres': ['Drama', 'Romance']},
{'title': 'The Godfather',
'year': 1972,
'rating': 9.2,
'directors': ['Francis Ford Coppola'],
'actors': ['Marlon Brando', 'Al Pacino', 'James Caan'],
'genres': ['Crime', 'Drama']},
{'title': 'True Grit',
'year': 1969,
'rating': 7.4,
'directors': ['Henry Hathaway'],
'actors': ['John Wayne', 'Glen Campbell', 'Jeremy Slate'],
'genres': ['Adventure', 'Drama', 'Western']},
{'title': 'Rage at Dawn',
'year': 1955,
'rating': 6.1,
'directors': ['Tim Whelan'],
'actors': ['Randolph Scott', 'Forrest Tucker', 'J. Carrol Naish'],
'genres': ['Action', 'Adventure', 'Crime']},
{'title': 'Samson and Delilah',
'year': 1949,
'rating': 6.8,
'directors': ['Cecil B. DeMille'],
'actors': ['Victor Mature', 'George Sanders'],
'genres': ['Adventure', 'Drama', 'History']},
{'title': 'Mexico in Flames',
'year': 1982,
'rating': 6.4,
'directors': ['Sergey Bondarchuk'],
'actors': ['Franco Nero', 'Jorge Luke'],
'genres': ['Drama', 'Western']},
{'title': "Bluebeard's 10 Honeymoons",
'year': 1960,
'rating': 6.2,
'directors': ['W. Lee Wilder'],
'actors': ['George Sanders'],
'genres': ['Crime', 'Mystery', 'Thriller']},
{'title': 'Suspect',
'year': 1987,
'rating': 6.6,
'directors': ['Peter Yates'],
'actors': ['Dennis Quaid', 'Liam Neeson', 'John Mahoney'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Grand Canyon',
'year': 1991,
'rating': 6.9,
'directors': ['Lawrence Kasdan'],
'actors': ['Danny Glover', 'Kevin Kline', 'Steve Martin'],
'genres': ['Crime', 'Drama']},
{'title': 'Rebecca of Sunnybrook Farm',
'year': 1938,
'rating': 7.1,
'directors': ['Allan Dwan'],
'actors': ['Randolph Scott', 'Jack Haley'],
'genres': ['Comedy', 'Drama', 'Family']},
{'title': 'Babe Ruth',
'year': 1991,
'rating': 5.8,
'directors': ['Mark Tinker'],
'actors': ['Stephen Lang', 'Brian Doyle-Murray', 'Donald Moffat'],
'genres': ['Drama', 'Sport']},
{'title': 'Horatio Hornblower: The Duel',
'year': 1998,
'rating': 8.2,
'directors': ['Andrew Grieve'],
'actors': ['Ioan Gruffudd',
'Robert Lindsay',
'Dorian Healy',
'Michael Byrne'],
'genres': ['Adventure', 'Drama', 'War']},
{'title': 'Dollar for the Dead',
'year': 1998,
'rating': 5.3,
'directors': ['Gene Quintano'],
'actors': ['Emilio Estevez',
'William Forsythe',
'Jordi Mollà',
'Joaquim de Almeida'],
'genres': ['Western']},
{'title': "Rudolph and Frosty's Christmas in July",
'year': 1979,
'rating': 6.6,
'directors': ['Jules Bass', 'Arthur Rankin Jr.'],
'actors': ['Red Buttons', 'Mickey Rooney', 'Alan Sues'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'The New Frontier',
'year': 1935,
'rating': 5.2,
'directors': ['Carl Pierson'],
'actors': ['John Wayne', 'Warner Richmond', 'Al Bridge'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'The Remarkable Andrew',
'year': 1942,
'rating': 6.8,
'directors': ['Stuart Heisler'],
'actors': ['Brian Donlevy', 'William Holden', 'Montagu Love'],
'genres': ['Comedy', 'Fantasy']},
{'title': 'Stranger on the Run',
'year': 1967,
'rating': 6.5,
'directors': ['Don Siegel'],
'actors': ['Henry Fonda', 'Michael Parks', 'Dan Duryea'],
'genres': ['Drama', 'Thriller', 'Western']},
{'title': 'Poodle Springs',
'year': 1998,
'rating': 6.1,
'directors': ['Bob Rafelson'],
'actors': ['James Caan', 'David Keith', 'Tom Bower'],
'genres': ['Crime', 'Drama']},
{'title': 'The Camp Followers',
'year': 1965,
'rating': 7.5,
'directors': ['Valerio Zurlini'],
'actors': ['Mario Adorf'],
'genres': ['Drama', 'War']},
{'title': "She's All That",
'year': 1999,
'rating': 5.8,
'directors': ['Robert Iscove'],
'actors': ['Freddie Prinze Jr.', 'Matthew Lillard', 'Paul Walker'],
'genres': ['Comedy', 'Romance']},
{'title': 'Victim of Desire',
'year': 1995,
'rating': 4.0,
'directors': ['Jim Wynorski'],
'actors': ['Marc Singer', 'Johnny Williams'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Trial',
'year': 1955,
'rating': 6.9,
'directors': ['Mark Robson'],
'actors': ['Glenn Ford', 'Arthur Kennedy', 'John Hodiak'],
'genres': ['Drama']},
{'title': 'Brassed Off',
'year': 1996,
'rating': 7.1,
'directors': ['Mark Herman'],
'actors': ['Pete Postlethwaite', 'Ewan McGregor', 'Stephen Tompkinson'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Adventures of Huckleberry Finn',
'year': 1939,
'rating': 7.0,
'directors': ['Richard Thorpe'],
'actors': ['Mickey Rooney',
'Walter Connolly',
'William Frawley',
'Rex Ingram'],
'genres': ['Adventure', 'Drama', 'Family']},
{'title': 'The Pope of Greenwich Village',
'year': 1984,
'rating': 6.7,
'directors': ['Stuart Rosenberg'],
'actors': ['Eric Roberts', 'Mickey Rourke'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Africa Screams',
'year': 1949,
'rating': 6.5,
'directors': ['Charles Barton'],
'actors': ['Bud Abbott', 'Lou Costello', 'Clyde Beatty', 'Frank Buck'],
'genres': ['Adventure', 'Comedy']},
{'title': 'Star Trek III: The Search for Spock',
'year': 1984,
'rating': 6.7,
'directors': ['Leonard Nimoy'],
'actors': ['William Shatner',
'Leonard Nimoy',
'DeForest Kelley',
'James Doohan'],
'genres': ['Action', 'Adventure', 'Sci-Fi']},
{'title': "Spencer's Mountain",
'year': 1963,
'rating': 7.1,
'directors': ['Delmer Daves'],
'actors': ['Henry Fonda', 'James MacArthur', 'Donald Crisp'],
'genres': ['Drama', 'Family']},
{'title': 'This World, Then the Fireworks',
'year': 1997,
'rating': 5.1,
'directors': ['Michael Oblowitz'],
'actors': ['Philip Loch', 'Christian Durango', 'Sloan Cobb'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'The Night Riders',
'year': 1939,
'rating': 6.0,
'directors': ['George Sherman'],
'actors': ['John Wayne', 'Ray Corrigan', 'Max Terhune'],
'genres': ['History', 'Western']},
{'title': "Smilin' Through",
'year': 1932,
'rating': 7.0,
'directors': ['Sidney Franklin'],
'actors': ['Fredric March', 'Leslie Howard', 'O.P. Heggie'],
'genres': ['Drama', 'Romance']},
{'title': 'Secrets of Sweet Sixteen',
'year': 1973,
'rating': 4.2,
'directors': ['Ernst Hofbauer'],
'actors': ['Werner Abrolat', 'Ekkehardt Belle', 'Arthur Brauss'],
'genres': ['Comedy']},
{'title': 'Hex',
'year': 1973,
'rating': 4.5,
'directors': ['Leo Garen'],
'actors': ['Keith Carradine', 'Scott Glenn'],
'genres': ['Drama', 'Horror', 'Western']},
{'title': "Jacqueline Susann's Valley of the Dolls",
'year': 1981,
'rating': 5.2,
'directors': ['Walter Grauman'],
'actors': ['David Birney'],
'genres': ['Drama']},
{'title': 'Dog Tags',
'year': 1987,
'rating': 4.6,
'directors': ['Romano Scavolini'],
'actors': ['Clive Wood',
'Baird Stafford',
'Robert Haufrecht',
'Peter Elich'],
'genres': ['Action', 'War']},
{'title': 'Full Moon',
'year': 1998,
'rating': 6.5,
'directors': ['Fredi M. Murer'],
'actors': ['Hanspeter Müller', 'Benedict Freitag'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'When Strangers Marry',
'year': 1944,
'rating': 6.7,
'directors': ['William Castle'],
'actors': ['Robert Mitchum', 'Dean Jagger', 'Neil Hamilton'],
'genres': ['Drama', 'Mystery']},
{'title': 'Halls of Anger',
'year': 1970,
'rating': 5.9,
'directors': ['Paul Bogart'],
'actors': ['Calvin Lockhart', 'Jeff Bridges', 'James A. Watson Jr.'],
'genres': ['Drama']},
{'title': 'Alien Nation',
'year': 1988,
'rating': 6.3,
'directors': ['Graham Baker'],
'actors': ['James Caan',
'Mandy Patinkin',
'Terence Stamp',
'Kevyn Major Howard'],
'genres': ['Action', 'Sci-Fi']},
{'title': 'Warlock',
'year': 1959,
'rating': 7.3,
'directors': ['Edward Dmytryk'],
'actors': ['Richard Widmark', 'Henry Fonda', 'Anthony Quinn'],
'genres': ['Western']},
{'title': 'Three Texas Steers',
'year': 1939,
'rating': 5.9,
'directors': ['George Sherman'],
'actors': ['John Wayne', 'Ray Corrigan', 'Max Terhune'],
'genres': ['Action', 'Western']},
{'title': 'Rio Grande',
'year': 1950,
'rating': 7.2,
'directors': ['John Ford'],
'actors': ['John Wayne', 'Ben Johnson', 'Claude Jarman Jr.'],
'genres': ['Romance', 'Western']},
{'title': 'Calling All Police Cars',
'year': 1975,
'rating': 6.4,
'directors': ['Mario Caiano'],
'actors': ['Antonio Sabato', 'Enrico Maria Salerno', 'Gabriele Ferzetti'],
'genres': ['Crime', 'Horror', 'Thriller']},
{'title': 'Teen Kanya',
'year': 1961,
'rating': 8.1,
'directors': ['Satyajit Ray'],
'actors': ['Anil Chatterjee'],
'genres': ['Comedy', 'Drama']},
{'title': 'Panic in the Skies',
'year': 1996,
'rating': 4.4,
'directors': ['Paul Ziller'],
'actors': ['Ed Marinaro', 'Erik Estrada'],
'genres': ['Action', 'Drama']},
{'title': 'The Big Operator',
'year': 1959,
'rating': 6.6,
'directors': ['Charles F. Haas'],
'actors': ['Mickey Rooney', 'Steve Cochran', 'Mel Tormé'],
'genres': ['Crime', 'Drama']},
{'title': 'Midnight Ride',
'year': 1990,
'rating': 5.2,
'directors': ['Bob Bralver'],
'actors': ['Michael Dudikoff', 'Mark Hamill', 'Robert Mitchum'],
'genres': ['Action', 'Horror', 'Thriller']},
{'title': 'The Big Trail',
'year': 1930,
'rating': 7.2,
'directors': ['Raoul Walsh', 'Louis R. Loeffler'],
'actors': ['John Wayne', 'El Brendel', 'Tully Marshall'],
'genres': ['Adventure', 'Romance', 'Western']},
{'title': 'The Devil Is a Sissy',
'year': 1936,
'rating': 6.7,
'directors': ['Rowland Brown', 'W.S. Van Dyke'],
'actors': ['Freddie Bartholomew',
'Jackie Cooper',
'Mickey Rooney',
'Ian Hunter'],
'genres': ['Comedy', 'Drama']},
{'title': 'Rebecca',
'year': 1940,
'rating': 8.1,
'directors': ['Alfred Hitchcock'],
'actors': ['Laurence Olivier', 'George Sanders'],
'genres': ['Drama', 'Mystery', 'Romance']},
{'title': 'Red Line 7000',
'year': 1965,
'rating': 5.8,
'directors': ['Howard Hawks'],
'actors': ['James Caan'],
'genres': ['Action', 'Drama', 'Sport']},
{'title': 'A Walk in the Spring Rain',
'year': 1970,
'rating': 6.9,
'directors': ['Guy Green'],
'actors': ['Anthony Quinn', 'Fritz Weaver'],
'genres': ['Drama', 'Romance']},
{'title': 'A Cry in the Wild',
'year': 1990,
'rating': 5.4,
'directors': ['Mark Griffiths'],
'actors': ['Jared Rushton', 'Ned Beatty', 'Stephen Meadows'],
'genres': ['Action', 'Adventure', 'Thriller']},
{'title': '1492: Conquest of Paradise',
'year': 1992,
'rating': 6.5,
'directors': ['Ridley Scott'],
'actors': ['Gérard Depardieu', 'Armand Assante', 'Loren Dean'],
'genres': ['Adventure', 'Drama']},
{'title': 'Twice in a Lifetime',
'year': 1985,
'rating': 6.5,
'directors': ['Bud Yorkin'],
'actors': ['Gene Hackman'],
'genres': ['Drama', 'Romance']},
{'title': 'Incident at Deception Ridge',
'year': 1994,
'rating': 5.1,
'directors': ['John McPherson'],
'actors': ["Michael O'Keefe", 'Ed Begley Jr.', 'Miguel Ferrer'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Legend of Suram Fortress',
'year': 1985,
'rating': 7.5,
'directors': ['Sergei Parajanov', 'Dodo Abashidze'],
'actors': ['Dodo Abashidze'],
'genres': ['Drama']},
{'title': 'The Last of the Cowboys',
'year': 1977,
'rating': 5.3,
'directors': ['John Leone'],
'actors': ['Henry Fonda', 'Austin Pendleton', 'Robert Englund'],
'genres': ['Comedy', 'Drama']},
{'title': 'Past Perfect',
'year': 1996,
'rating': 4.8,
'directors': ['Jonathan Heap'],
'actors': ['Eric Roberts', 'Nick Mancuso', 'Saul Rubinek'],
'genres': ['Action', 'Drama', 'Sci-Fi']},
{'title': 'Come Back Charleston Blue',
'year': 1972,
'rating': 6.6,
'directors': ['Mark Warren'],
'actors': ['Godfrey Cambridge',
'Raymond St. Jacques',
'Peter De Anda',
'Percy Rodrigues'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Ivan Vasilievich: Back to the Future',
'year': 1973,
'rating': 8.4,
'directors': ['Leonid Gayday'],
'actors': ['Yuriy Yakovlev',
'Leonid Kuravlyov',
'Aleksandr Demyanenko',
'Saveliy Kramarov'],
'genres': ['Adventure', 'Comedy']},
{'title': 'Twins',
'year': 1988,
'rating': 6.0,
'directors': ['Ivan Reitman'],
'actors': ['Arnold Schwarzenegger', 'Danny DeVito'],
'genres': ['Comedy', 'Crime']},
{'title': 'Woman of Desire',
'year': 1994,
'rating': 4.0,
'directors': ['Robert Ginty'],
'actors': ['Jeff Fahey', 'Steven Bauer', 'Robert Mitchum'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'Without Warning: Terror in the Towers',
'year': 1993,
'rating': 4.4,
'directors': ['Alan J. Levi'],
'actors': ['James Avery', 'Andre Braugher', 'George Clooney'],
'genres': ['Drama']},
{'title': 'Kiss of Death',
'year': 1947,
'rating': 7.5,
'directors': ['Henry Hathaway'],
'actors': ['Victor Mature', 'Brian Donlevy', 'Richard Widmark'],
'genres': ['Crime', 'Drama']},
{'title': 'Journey to Italy',
'year': 1954,
'rating': 7.4,
'directors': ['Roberto Rossellini'],
'actors': ['George Sanders'],
'genres': ['Drama', 'Romance']},
{'title': 'Witness to Murder',
'year': 1954,
'rating': 6.7,
'directors': ['Roy Rowland'],
'actors': ['George Sanders', 'Gary Merrill', 'Jesse White'],
'genres': ['Crime', 'Drama']},
{'title': 'A Distant Cry from Spring',
'year': 1980,
'rating': 7.9,
'directors': ['Yôji Yamada'],
'actors': ['Ken Takakura', 'Hidetaka Yoshioka', 'Tetsuya Takeda'],
'genres': ['Drama']},
{'title': 'Tonka',
'year': 1958,
'rating': 6.6,
'directors': ['Lewis R. Foster'],
'actors': ['Sal Mineo', 'Philip Carey', 'Jerome Courtland', 'H.M. Wynant'],
'genres': ['Adventure', 'Drama', 'Family']},
{'title': 'Torpedo Run',
'year': 1958,
'rating': 6.5,
'directors': ['Joseph Pevney'],
'actors': ['Glenn Ford', 'Ernest Borgnine', 'Dean Jones'],
'genres': ['Drama', 'War']},
{'title': 'Music of the Heart',
'year': 1999,
'rating': 6.8,
'directors': ['Wes Craven'],
'actors': ['Henry Dinhofer', 'Michael Angarano'],
'genres': ['Drama', 'Music']},
{'title': 'Voices Within: The Lives of Truddi Chase',
'year': 1990,
'rating': 6.6,
'directors': ['Lamont Johnson'],
'actors': ['Tom Conti', 'Jon Beshara'],
'genres': ['Drama']},
{'title': 'True Confessions',
'year': 1981,
'rating': 6.3,
'directors': ['Ulu Grosbard'],
'actors': ['Robert De Niro',
'Robert Duvall',
'Charles Durning',
'Kenneth McMillan'],
'genres': ['Crime', 'Drama']},
{'title': 'Big Jake',
'year': 1971,
'rating': 7.2,
'directors': ['George Sherman', 'John Wayne'],
'actors': ['John Wayne', 'Richard Boone', 'Patrick Wayne'],
'genres': ['Western']},
{'title': 'Con Air',
'year': 1997,
'rating': 6.8,
'directors': ['Simon West'],
'actors': ['Nicolas Cage', 'John Cusack', 'John Malkovich', 'Colm Meaney'],
'genres': ['Action', 'Crime', 'Thriller']},
{'title': 'Cop Land',
'year': 1997,
'rating': 6.9,
'directors': ['James Mangold'],
'actors': ['Sylvester Stallone',
'Harvey Keitel',
'Ray Liotta',
'Robert De Niro'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'City Hall',
'year': 1996,
'rating': 6.2,
'directors': ['Harold Becker'],
'actors': ['Al Pacino', 'John Cusack', 'Danny Aiello'],
'genres': ['Drama']},
{'title': 'Tales of Manhattan',
'year': 1942,
'rating': 7.4,
'directors': ['Julien Duvivier'],
'actors': ['Charles Boyer', 'Henry Fonda'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Slaves in Bondage',
'year': 1937,
'rating': 4.5,
'directors': ['Elmer Clifton'],
'actors': ['John Merton', 'Donald Reed', 'Wheeler Oakman'],
'genres': ['Crime', 'Drama']},
{'title': 'Slim',
'year': 1937,
'rating': 6.5,
'directors': ['Ray Enright'],
'actors': ['Dick Purcell',
"Pat O'Brien",
'Henry Fonda',
'Stuart Erwin',
'J. Farrell MacDonald'],
'genres': ['Drama', 'Romance']},
{'title': 'Slave Ship',
'year': 1937,
'rating': 6.7,
'directors': ['Tay Garnett'],
'actors': ['Warner Baxter', 'Wallace Beery', 'Mickey Rooney'],
'genres': ['Adventure', 'Drama']},
{'title': 'Hoosier Schoolboy',
'year': 1937,
'rating': 5.8,
'directors': ['William Nigh'],
'actors': ['William Gould',
'Mickey Rooney',
'Frank Shields',
'Edward Pawley'],
'genres': ['Drama']},
{'title': 'Deaf Smith & Johnny Ears',
'year': 1973,
'rating': 6.2,
'directors': ['Paolo Cavara'],
'actors': ['Franco Nero', 'Anthony Quinn'],
'genres': ['Western']},
{'title': 'Giving It Up',
'year': 1999,
'rating': 4.2,
'directors': ['Christopher Kublan'],
'actors': ['Mark Feuerstein', 'Dabney Coleman', 'Ben Weber'],
'genres': ['Comedy', 'Romance']},
{'title': 'Physical Evidence',
'year': 1989,
'rating': 5.1,
'directors': ['Michael Crichton'],
'actors': ['Burt Reynolds', 'Ned Beatty'],
'genres': ['Crime', 'Mystery', 'Romance']},
{'title': 'Guns of Diablo',
'year': 1965,
'rating': 5.8,
'directors': ['Boris Sagal'],
'actors': ['Charles Bronson', 'Kurt Russell', 'Jan Merlin'],
'genres': ['Romance', 'Western']},
{'title': 'The Secret of Convict Lake',
'year': 1951,
'rating': 6.9,
'directors': ['Michael Gordon'],
'actors': ['Glenn Ford', 'Zachary Scott'],
'genres': ['Western']},
{'title': 'The Big Lebowski',
'year': 1998,
'rating': 8.1,
'directors': ['Joel Coen', 'Ethan Coen'],
'actors': ['Jeff Bridges', 'John Goodman', 'Steve Buscemi'],
'genres': ['Comedy', 'Crime']},
{'title': 'The Strip',
'year': 1951,
'rating': 6.1,
'directors': ['László Kardos'],
'actors': ['Mickey Rooney', 'William Demarest', 'James Craig'],
'genres': ['Crime', 'Drama']},
{'title': 'Sugarfoot',
'year': 1951,
'rating': 6.3,
'directors': ['Edwin L. Marin'],
'actors': ['Randolph Scott', 'Raymond Massey', 'S.Z. Sakall'],
'genres': ['Action', 'Romance', 'Western']},
{'title': 'Crime Against Joe',
'year': 1956,
'rating': 5.8,
'directors': ['Lee Sholem'],
'actors': ['John Bromfield', 'Henry Calvin'],
'genres': ['Crime', 'Thriller']},
{'title': "Ma Barker's Killer Brood",
'year': 1960,
'rating': 5.5,
'directors': ['Bill Karn'],
'actors': ['Tristram Coffin', 'Paul Dubov', 'Nelson Leigh'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Jonah Who Will Be 25 in the Year 2000',
'year': 1976,
'rating': 7.7,
'directors': ['Alain Tanner'],
'actors': ['Jean-Luc Bideau', 'Jacques Denis'],
'genres': ['Drama']},
{'title': 'Decision at Sundown',
'year': 1957,
'rating': 6.9,
'directors': ['Budd Boetticher'],
'actors': ['Randolph Scott', 'John Carroll'],
'genres': ['Romance', 'Western']},
{'title': "Mary Shelley's Frankenstein",
'year': 1994,
'rating': 6.4,
'directors': ['Kenneth Branagh'],
'actors': ['Robert De Niro', 'Kenneth Branagh', 'Tom Hulce'],
'genres': ['Drama', 'Horror', 'Romance']},
{'title': 'Hostile Guns',
'year': 1967,
'rating': 5.3,
'directors': ['R.G. Springsteen'],
'actors': ['George Montgomery', 'Tab Hunter', 'Brian Donlevy'],
'genres': ['Western']},
{'title': 'Mad Dog and Glory',
'year': 1993,
'rating': 6.2,
'directors': ['John McNaughton'],
'actors': ['Robert De Niro', 'Bill Murray', 'David Caruso'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': "Dead Man's Eyes",
'year': 1944,
'rating': 6.2,
'directors': ['Reginald Le Borg'],
'actors': ['Edward Fielding',
'Lon Chaney Jr.',
'Paul Kelly',
'Thomas Gomez',
'Jonathan Hale'],
'genres': ['Crime', 'Drama']},
{'title': 'The Touch',
'year': 1992,
'rating': 6.4,
'directors': ['Krzysztof Zanussi'],
'actors': ['Max von Sydow', 'Lothaire Bluteau'],
'genres': ['Drama', 'Music']},
{'title': 'Love, Honor & Obey: The Last Mafia Marriage',
'year': 1993,
'rating': 6.8,
'directors': ['John Patterson'],
'actors': ['Eric Roberts', 'Ben Gazzara', 'Alex Rocco'],
'genres': ['Drama']},
{'title': 'Black Horse Canyon',
'year': 1954,
'rating': 6.3,
'directors': ['Jesse Hibbs'],
'actors': ['Joel McCrea', 'Race Gentry', 'Murvyn Vye'],
'genres': ['Drama', 'Romance', 'Western']},
{'title': "The Great Man's Lady",
'year': 1942,
'rating': 6.8,
'directors': ['William A. Wellman'],
'actors': ['Joel McCrea', 'Brian Donlevy'],
'genres': ['Drama', 'Romance', 'Western']},
{'title': 'Follow That Bird',
'year': 1985,
'rating': 6.7,
'directors': ['Ken Kwapis'],
'actors': ['Caroll Spinney', 'Jim Henson', 'Frank Oz', 'Richard Hunt'],
'genres': ['Adventure', 'Comedy', 'Family']},
{'title': 'The Best Man',
'year': 1999,
'rating': 6.7,
'directors': ['Malcolm D. Lee'],
'actors': ['Taye Diggs', 'Morris Chestnut', 'Harold Perrineau'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Visit',
'year': 1964,
'rating': 7.7,
'directors': ['Bernhard Wicki'],
'actors': ['Anthony Quinn', 'Paolo Stoppa', 'Romolo Valli'],
'genres': ['Drama']},
{'title': 'Onassis: The Richest Man in the World',
'year': 1988,
'rating': 7.1,
'directors': ['Waris Hussein'],
'actors': ['Raul Julia', 'Anthony Quinn'],
'genres': ['Drama', 'Romance']},
{'title': 'Castle in the Sky',
'year': 1986,
'rating': 8.1,
'directors': ['Hayao Miyazaki'],
'actors': ['James Van Der Beek', 'Mark Hamill'],
'genres': ['Adventure', 'Animation', 'Fantasy']},
{'title': 'Fearless',
'year': 1993,
'rating': 7.1,
'directors': ['Peter Weir'],
'actors': ['Jeff Bridges', 'Tom Hulce'],
'genres': ['Drama', 'Thriller']},
{'title': 'Sweet Justice',
'year': 1992,
'rating': 4.0,
'directors': ['Allen Plone'],
'actors': ['Frank Gorshin', 'Marc Singer', 'Gregg Brazzel'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Flesh and Bone',
'year': 1993,
'rating': 6.3,
'directors': ['Steve Kloves'],
'actors': ['Dennis Quaid', 'James Caan'],
'genres': ['Drama', 'Mystery', 'Romance']},
{'title': 'In Old California',
'year': 1942,
'rating': 6.4,
'directors': ['William C. McGann'],
'actors': ['John Wayne', 'Albert Dekker'],
'genres': ['Action', 'Romance', 'Western']},
{'title': 'A Time for Killing',
'year': 1967,
'rating': 5.4,
'directors': ['Roger Corman', 'Phil Karlson'],
'actors': ['Glenn Ford', 'Paul Petersen', 'Timothy Carey'],
'genres': ['Western']},
{'title': 'Babes on Broadway',
'year': 1941,
'rating': 6.8,
'directors': ['Busby Berkeley'],
'actors': ['Mickey Rooney'],
'genres': ['Comedy', 'Romance']},
{'title': 'Corregidor',
'year': 1943,
'rating': 5.3,
'directors': ['William Nigh'],
'actors': ['Otto Kruger', 'Donald Woods', 'Frank Jenks'],
'genres': ['Drama', 'War']},
{'title': 'Thunder Over the Plains',
'year': 1953,
'rating': 6.6,
'directors': ['André De Toth'],
'actors': ['Randolph Scott', 'Lex Barker', 'Charles McGraw'],
'genres': ['Romance', 'War', 'Western']},
{'title': 'Fazil',
'year': 1928,
'rating': 6.1,
'directors': ['Howard Hawks'],
'actors': ['Charles Farrell', 'John Boles'],
'genres': ['Drama', 'Romance']},
{'title': 'Fate Is the Hunter',
'year': 1964,
'rating': 7.1,
'directors': ['Ralph Nelson'],
'actors': ['Glenn Ford', 'Rod Taylor'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'One Good Turn',
'year': 1996,
'rating': 5.2,
'directors': ['Tony Randel'],
'actors': ['James Remar', 'Lenny von Dohlen'],
'genres': ['Thriller']},
{'title': 'Operation Dumbo Drop',
'year': 1995,
'rating': 5.0,
'directors': ['Simon Wincer'],
'actors': ['Danny Glover', 'Ray Liotta', 'Denis Leary', 'Doug E. Doug'],
'genres': ['Action', 'Adventure', 'Comedy']},
{'title': 'Fantasia Among the Squares',
'year': 1971,
'rating': 4.6,
'directors': ['Gérard Pirès'],
'actors': ['Lino Ventura', 'Jacques Dufilho', 'Jean Yanne'],
'genres': ['Comedy']},
{'title': 'Countdown',
'year': 1967,
'rating': 6.0,
'directors': ['Robert Altman'],
'actors': ['James Caan', 'Robert Duvall'],
'genres': ['Sci-Fi', 'Thriller']},
{'title': 'Assignment: Paris',
'year': 1952,
'rating': 6.2,
'directors': ['Robert Parrish', 'Phil Karlson'],
'actors': ['Dana Andrews', 'George Sanders'],
'genres': ['Drama', 'Thriller']},
{'title': 'Jacknife',
'year': 1989,
'rating': 6.4,
'directors': ['David Hugh Jones'],
'actors': ['Robert De Niro', 'Ed Harris'],
'genres': ['Drama']},
{'title': 'Last Summer in the Hamptons',
'year': 1995,
'rating': 5.9,
'directors': ['Henry Jaglom'],
'actors': ['Jon Robin Baitz'],
'genres': ['Comedy', 'Drama']},
{'title': 'The Star Packer',
'year': 1934,
'rating': 5.3,
'directors': ['Robert N. Bradbury'],
'actors': ['Earl Dwire',
'John Wayne',
"George 'Gabby' Hayes",
'Yakima Canutt',
'Billy Franey',
'Eddie Parker'],
'genres': ['Romance', 'Western']},
{'title': 'Riki-Oh: The Story of Ricky',
'year': 1991,
'rating': 7.1,
'directors': ['Ngai Choi Lam'],
'actors': ['Siu-Wong Fan', 'Mei Sheng Fan', 'Ka-Kui Ho'],
'genres': ['Action', 'Comedy', 'Thriller']},
{'title': 'The Long Riders',
'year': 1980,
'rating': 7.1,
'directors': ['Walter Hill'],
'actors': ['David Carradine',
'Stacy Keach',
'Dennis Quaid',
'Keith Carradine'],
'genres': ['Crime', 'Western']},
{'title': 'Office Romance',
'year': 1977,
'rating': 8.4,
'directors': ['Eldar Ryazanov'],
'actors': ['Andrey Myagkov', 'Oleg Basilashvili'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Salamander',
'year': 1981,
'rating': 6.2,
'directors': ['Peter Zinner'],
'actors': ['Franco Nero', 'Anthony Quinn', 'Martin Balsam'],
'genres': ['Thriller']},
{'title': 'The Errand Boy',
'year': 1961,
'rating': 6.5,
'directors': ['Jerry Lewis'],
'actors': ['Jerry Lewis', 'Brian Donlevy', 'Howard McNear', 'Dick Wesson'],
'genres': ['Comedy', 'Family']},
{'title': 'Advise & Consent',
'year': 1962,
'rating': 7.8,
'directors': ['Otto Preminger'],
'actors': ['Franchot Tone', 'Lew Ayres', 'Henry Fonda', 'Walter Pidgeon'],
'genres': ['Drama', 'Thriller']},
{'title': 'The Shamrock Conspiracy',
'year': 1995,
'rating': 5.7,
'directors': ['James Frawley'],
'actors': ['Edward Woodward', 'Jeffrey Nordling', 'Kim Coates'],
'genres': ['Thriller']},
{'title': 'Village of the Damned',
'year': 1960,
'rating': 7.3,
'directors': ['Wolf Rilla'],
'actors': ['George Sanders', 'Michael Gwynn', 'Laurence Naismith'],
'genres': ['Horror', 'Sci-Fi']},
{'title': 'City of the Living Dead',
'year': 1980,
'rating': 6.3,
'directors': ['Lucio Fulci'],
'actors': ['Christopher George', 'Carlo De Mejo'],
'genres': ['Horror']},
{'title': 'The Parent Trap',
'year': 1998,
'rating': 6.5,
'directors': ['Nancy Meyers'],
'actors': ['Dennis Quaid'],
'genres': ['Adventure', 'Comedy', 'Drama']},
{'title': 'Prime Suspect',
'year': 1982,
'rating': 6.4,
'directors': ['Noel Black'],
'actors': ['Mike Farrell', 'Lane Smith'],
'genres': ['Drama', 'Thriller']},
{'title': 'Frontier Marshal',
'year': 1939,
'rating': 6.7,
'directors': ['Allan Dwan'],
'actors': ['John Carradine', 'Randolph Scott', 'Cesar Romero'],
'genres': ['Western']},
{'title': "This Can't Be Love",
'year': 1994,
'rating': 6.5,
'directors': ['Anthony Harvey'],
'actors': ['Anthony Quinn', 'Jason Bateman'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'The Devil in Love',
'year': 1966,
'rating': 6.3,
'directors': ['Ettore Scola'],
'actors': ['Vittorio Gassman', 'Mickey Rooney', 'Ettore Manni'],
'genres': ['Comedy']},
{'title': 'Trail Street',
'year': 1947,
'rating': 6.2,
'directors': ['Ray Enright'],
'actors': ['Randolph Scott', 'Robert Ryan', "George 'Gabby' Hayes"],
'genres': ['Western']},
{'title': 'Bat*21',
'year': 1988,
'rating': 6.4,
'directors': ['Peter Markle'],
'actors': ['Gene Hackman',
'Danny Glover',
'Jerry Reed',
'David Marshall Grant'],
'genres': ['Drama', 'War']},
{'title': 'Rudy',
'year': 1993,
'rating': 7.5,
'directors': ['David Anspaugh'],
'actors': ['Sean Astin', 'Jon Favreau', 'Ned Beatty'],
'genres': ['Drama', 'Sport']},
{'title': 'Murders in the Zoo',
'year': 1933,
'rating': 6.7,
'directors': ['A. Edward Sutherland'],
'actors': ['John Lodge',
'Charles Ruggles',
'Lionel Atwill',
'Randolph Scott'],
'genres': ['Crime', 'Horror']},
{'title': 'White Squall',
'year': 1996,
'rating': 6.6,
'directors': ['Ridley Scott'],
'actors': ['Jeff Bridges', 'John Savage', 'Scott Wolf'],
'genres': ['Adventure', 'Drama']},
{'title': 'Eyes Wide Shut',
'year': 1999,
'rating': 7.4,
'directors': ['Stanley Kubrick'],
'actors': ['Tom Cruise', 'Todd Field', 'Sydney Pollack'],
'genres': ['Drama', 'Mystery', 'Thriller']},
{'title': 'Bang',
'year': 1995,
'rating': 6.3,
'directors': ['Ash Baron-Cohen'],
'actors': ['Peter Greene', 'Michael Newland', 'Erik Schrody'],
'genres': ['Crime', 'Drama']},
{'title': 'Call Me Genius',
'year': 1961,
'rating': 7.4,
'directors': ['Robert Day'],
'actors': ['Tony Hancock', 'George Sanders', 'Paul Massie'],
'genres': ['Comedy']},
{'title': 'Fever',
'year': 1991,
'rating': 5.3,
'directors': ['Larry Elikann'],
'actors': ['Armand Assante',
'John Achorn',
'Joe Spano',
'John Dennis Johnston'],
'genres': ['Drama', 'Thriller']},
{'title': 'Spawn of the North',
'year': 1938,
'rating': 6.9,
'directors': ['Henry Hathaway'],
'actors': ['George Raft', 'Henry Fonda', 'Akim Tamiroff'],
'genres': ['Action', 'Adventure', 'Romance']},
{'title': 'Casino',
'year': 1995,
'rating': 8.2,
'directors': ['Martin Scorsese'],
'actors': ['Robert De Niro', 'Joe Pesci', 'James Woods'],
'genres': ['Crime', 'Drama']},
{'title': 'Little Nemo: Adventures in Slumberland',
'year': 1989,
'rating': 7.2,
'directors': ['Masami Hata', 'William T. Hurtz'],
'actors': ['Gabriel Damon',
'Mickey Rooney',
'Rene Auberjonois',
'Danny Mann'],
'genres': ['Adventure', 'Animation', 'Drama']},
{'title': 'Gambling Lady',
'year': 1934,
'rating': 6.8,
'directors': ['Archie Mayo'],
'actors': ['Joel McCrea', "Pat O'Brien"],
'genres': ['Drama', 'Mystery']},
{'title': 'Dark Command',
'year': 1940,
'rating': 6.9,
'directors': ['Raoul Walsh'],
'actors': ['John Wayne', 'Walter Pidgeon', 'Roy Rogers'],
'genres': ['Drama', 'Romance', 'Western']},
{'title': 'Lawless Range',
'year': 1935,
'rating': 5.1,
'directors': ['Robert N. Bradbury'],
'actors': ['John Wayne', 'Frank McGlynn Jr.', 'Jack Curtis'],
'genres': ['Western']},
{'title': 'Say Anything...',
'year': 1989,
'rating': 7.4,
'directors': ['Cameron Crowe'],
'actors': ['John Cusack', 'John Mahoney'],
'genres': ['Comedy', 'Drama', 'Romance']},
{'title': 'Man with the Gun',
'year': 1955,
'rating': 6.7,
'directors': ['Richard Wilson'],
'actors': ['Robert Mitchum', 'Henry Hull'],
'genres': ['Western']},
{'title': 'The Magnificent Matador',
'year': 1955,
'rating': 5.9,
'directors': ['Budd Boetticher'],
'actors': ['Anthony Quinn', 'Manuel Rojas', 'Richard Denning'],
'genres': ['Drama', 'Romance']},
{'title': 'Across 110th Street',
'year': 1972,
'rating': 7.0,
'directors': ['Barry Shear'],
'actors': ['Anthony Quinn',
'Yaphet Kotto',
'Anthony Franciosa',
'Frank Adu'],
'genres': ['Action', 'Crime', 'Drama']},
{'title': 'Flight from Destiny',
'year': 1941,
'rating': 6.6,
'directors': ['Vincent Sherman'],
'actors': ['Thomas Mitchell', 'Jeffrey Lynn', 'James Stephenson'],
'genres': ['Drama']},
{'title': 'The Green Berets',
'year': 1968,
'rating': 5.7,
'directors': ['John Wayne', 'Mervyn LeRoy', 'Ray Kellogg'],
'actors': ['John Wayne', 'David Janssen', 'Jim Hutton', 'Aldo Ray'],
'genres': ['Drama', 'War']},
{'title': 'The Brave Bulls',
'year': 1951,
'rating': 6.4,
'directors': ['Robert Rossen'],
'actors': ['Mel Ferrer', 'Anthony Quinn', 'Eugene Iglesias'],
'genres': ['Drama', 'Romance', 'Sport']},
{'title': 'It Started in Naples',
'year': 1960,
'rating': 6.3,
'directors': ['Melville Shavelson'],
'actors': ['Clark Gable', 'Vittorio De Sica', 'Marietto'],
'genres': ['Comedy', 'Drama']},
{'title': 'Lust for Life',
'year': 1956,
'rating': 7.4,
'directors': ['Vincente Minnelli', 'George Cukor'],
'actors': ['Kirk Douglas', 'Anthony Quinn', 'James Donald'],
'genres': ['Drama']},
{'title': 'White Witch Doctor',
'year': 1953,
'rating': 6.1,
'directors': ['Henry Hathaway'],
'actors': ['Robert Mitchum', 'Walter Slezak', 'Mashood Ajala'],
'genres': ['Adventure']},
{'title': 'The Quest',
'year': 1976,
'rating': 6.2,
'directors': ['Lee H. Katzin'],
'actors': ['Kurt Russell', 'Tim Matheson', 'Brian Keith', 'Keenan Wynn'],
'genres': ['Western']},
{'title': 'Nightwatch',
'year': 1997,
'rating': 6.2,
'directors': ['Ole Bornedal'],
'actors': ['Ewan McGregor', 'Nick Nolte', 'Erich Anderson'],
'genres': ['Drama', 'Horror', 'Thriller']},
{'title': 'The High and the Mighty',
'year': 1954,
'rating': 6.9,
'directors': ['William A. Wellman'],
'actors': ['John Wayne', 'Robert Stack'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'Toy Story 2',
'year': 1999,
'rating': 7.9,
'directors': ['Ash Brannon', 'Lee Unkrich', 'John Lasseter'],
'actors': ['Tom Hanks', 'Tim Allen', 'Kelsey Grammer'],
'genres': ['Adventure', 'Animation', 'Comedy']},
{'title': 'Carnival in Moscow',
'year': 1956,
'rating': 7.6,
'directors': ['Eldar Ryazanov'],
'actors': ['Igor Ilyinsky', 'Yuri Belov', 'Georgiy Kulikov'],
'genres': ['Comedy', 'Romance']},
{'title': 'Our Town',
'year': 1977,
'rating': 7.9,
'directors': ['George Schaefer'],
'actors': ['Hal Holbrook', 'Ned Beatty', 'Robby Benson', 'Ronny Cox'],
'genres': ['Drama', 'Romance']},
{'title': 'Love Songs',
'year': 1999,
'rating': 6.2,
'directors': ['Andre Braugher', 'Louis Gossett Jr.', 'Robert Townsend'],
'actors': ['Robert Townsend', 'Carl Gordon'],
'genres': ['Romance']},
{'title': 'The Hunters',
'year': 1958,
'rating': 6.5,
'directors': ['Dick Powell'],
'actors': ['Robert Mitchum', 'Robert Wagner', 'Richard Egan'],
'genres': ['Action', 'Drama', 'Romance']},
{'title': 'I Want to Live!',
'year': 1958,
'rating': 7.5,
'directors': ['Robert Wise'],
'actors': ['Simon Oakland', 'Theodore Bikel'],
'genres': ['Crime', 'Drama']},
{'title': 'High Risk',
'year': 1981,
'rating': 5.8,
'directors': ['Stewart Raffill'],
'actors': ['James Brolin', 'Anthony Quinn', 'James Coburn'],
'genres': ['Action', 'Comedy', 'Crime']},
{'title': 'Winter People',
'year': 1989,
'rating': 6.3,
'directors': ['Ted Kotcheff'],
'actors': ['Kurt Russell', 'Lloyd Bridges', 'Mitchell Ryan'],
'genres': ['Drama']},
{'title': 'Purple Noon',
'year': 1960,
'rating': 7.8,
'directors': ['René Clément'],
'actors': ['Alain Delon', 'Maurice Ronet', 'Erno Crisa'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'A Clockwork Orange',
'year': 1971,
'rating': 8.3,
'directors': ['Stanley Kubrick'],
'actors': ['Malcolm McDowell',
'Patrick Magee',
'Michael Bates',
'Warren Clarke'],
'genres': ['Crime', 'Drama', 'Sci-Fi']},
{'title': 'Madigan',
'year': 1968,
'rating': 6.6,
'directors': ['Don Siegel'],
'actors': ['Richard Widmark', 'Henry Fonda', 'Harry Guardino'],
'genres': ['Crime', 'Drama', 'Thriller']},
{'title': 'Batman',
'year': 1989,
'rating': 7.5,
'directors': ['Tim Burton'],
'actors': ['Michael Keaton', 'Jack Nicholson', 'Robert Wuhl'],
'genres': ['Action', 'Adventure']},
{'title': 'Sex and the Single Girl',
'year': 1964,
'rating': 6.5,
'directors': ['Richard Quine'],
'actors': ['Tony Curtis', 'Henry Fonda'],
'genres': ['Comedy', 'Romance']},
{'title': 'Blue Steel',
'year': 1934,
'rating': 5.4,
'directors': ['Robert N. Bradbury'],
'actors': ['John Wayne', "George 'Gabby' Hayes", 'Edward Peil Sr.'],
'genres': ['Action', 'Adventure', 'Drama']},
{'title': 'The Good, the Bad and the Ugly',
'year': 1966,
'rating': 8.9,
'directors': ['Sergio Leone'],
'actors': ['Clint Eastwood', 'Eli Wallach', 'Lee Van Cleef', 'Aldo Giuffrè'],
'genres': ['Western']},
{'title': 'I Dream Too Much',
'year': 1935,
'rating': 5.6,
'directors': ['John Cromwell'],
'actors': ['Henry Fonda', 'Eric Blore', 'Osgood Perkins'],
'genres': ['Comedy', 'Romance']},
{'title': 'Appointment in Honduras',
'year': 1953,
'rating': 5.8,
'directors': ['Jacques Tourneur'],
'actors': ['Glenn Ford', 'Zachary Scott', 'Rodolfo Acosta'],
'genres': ['Adventure', 'Crime', 'Thriller']},
{'title': "America's Dream",
'year': 1996,
'rating': 6.3,
'directors': ['Paris Barclay', 'Bill Duke', 'Kevin Rodney Sullivan'],
'actors': ['Danny Glover', 'Wesley Snipes', 'Tate Donovan'],
'genres': ['Drama']},
{'title': 'The Secret Agents',
'year': 1965,
'rating': 5.8,
'directors': ['Christian-Jaque',
'Werner Klingler',
'Carlo Lizzani',
'Terence Young'],
'actors': ['Henry Fonda', 'Robert Ryan', 'Vittorio Gassman'],
'genres': ['Drama', 'History', 'Thriller']},
{'title': 'Bill: On His Own',
'year': 1983,
'rating': 7.5,
'directors': ['Anthony Page'],
'actors': ['Mickey Rooney', 'Tracey Walter'],
'genres': ['Drama']},
{'title': 'The Rain People',
'year': 1969,
'rating': 6.9,
'directors': ['Francis Ford Coppola'],
'actors': ['James Caan', 'Robert Duvall'],
'genres': ['Drama']},
{'title': 'Eraser',
'year': 1996,
'rating': 6.1,
'directors': ['Chuck Russell'],
'actors': ['Arnold Schwarzenegger', 'James Caan', 'James Coburn'],
'genres': ['Action', 'Drama', 'Mystery']},
{'title': 'Judge Dredd',
'year': 1995,
'rating': 5.5,
'directors': ['Danny Cannon'],
'actors': ['Sylvester Stallone',
'Armand Assante',
'Rob Schneider',
'Jürgen Prochnow'],
'genres': ['Action', 'Crime', 'Sci-Fi']},
{'title': 'The Sea Chase',
'year': 1955,
'rating': 6.5,
'directors': ['John Farrow'],
'actors': ['John Wayne', 'David Farrar', 'Lyle Bettger'],
'genres': ['Action', 'Drama', 'War']},
{'title': 'Monsieur Verdoux',
'year': 1947,
'rating': 8.0,
'directors': ['Charles Chaplin'],
'actors': ['Charles Chaplin', 'Allison Roddan', 'Robert Lewis'],
'genres': ['Comedy', 'Crime', 'Drama']},
{'title': 'Fast Workers',
'year': 1933,
'rating': 7.6,
'directors': ['Tod Browning'],
'actors': ['John Gilbert', 'Robert Armstrong'],
'genres': ['Drama']},
{'title': 'Conquest of the Planet of the Apes',
'year': 1972,
'rating': 6.1,
'directors': ['J. Lee Thompson'],
'actors': ['Roddy McDowall', 'Don Murray', 'Ricardo Montalban'],
'genres': ['Action', 'Sci-Fi']},
{'title': 'See You in the Morning',
'year': 1989,
'rating': 5.8,
'directors': ['Alan J. Pakula'],
'actors': ['Jeff Bridges'],
'genres': ['Drama', 'Romance']},
...]def bucket_counts(data,col):
res = {}
for i in bucketize(data,col).keys():
res[i]=len(bucketize(data,col)[i])
return res#q29 how many movies are there of each genre, prior to 2000? (plot your answer)
plot_dict(bucket_counts(filter_year(movies, None, 1999), "genres"), "Movie Count")
#q30 how many movies are there of each genre, in or after 2000? (plot your answer)
plot_dict(bucket_counts(filter_year(movies, 2000, None), "genres"), "Movie Count")
#q31 how many movies have there been per year, since (and including) 2000? (plot your answer)
plot_dict(bucket_counts(filter_year(movies, 2000, None), "year"), "Movie Count")
#q32 what are the directing career spans of the directors who have directed for at least 30 years?
def career_span(col, years):
get_col = bucketize(movies,col)
res = {}
for key,values in get_col.items():
for j in range(len(values)):
res.setdefault(key,[]).append(values[j]['year'])
new_re = {}
for key,values in res.items():
values=sorted(values)
new_re[key] = values
re = {}
for key,value in new_re.items():
if len(value) == 1:
re[key] = 1
else:
re[key] = value[-1]-value[0]
result = {}
for key,value in re.items():
if value >= years:
result[key] = value
return result
career_span('directors',30){'Howard Hawks': 42,
'Charles Chaplin': 34,
'Henry Hathaway': 36,
'Stanley Kubrick': 46,
'Taylor Hackford': 32,
'Cecil B. DeMille': 30,
'Lee H. Katzin': 30,
'Richard Fleischer': 32,
'Sidney Lumet': 33,
'George Sherman': 33,
'John Huston': 30,
'Robert Siodmak': 30,
'Eldar Ryazanov': 31,
'Martin Ritt': 32}#q33 what are the acting career spans of the actors who have acted for at least 50 years?
career_span('actors',50){'Kurt Russell': 50,
'Mickey Rooney': 75,
'Robert Mitchum': 51,
'Glenn Ford': 52,
'James Caan': 52,
'Anthony Quinn': 61,
'George Burns': 60,
'Dean Stockwell': 53}#q34 who are the 10 directors with the longest careers?
def row_ranking(row):
return row["span"]
def top_n_span(buckets, n):
# TODO: spans should be a dictionary mapping name to career span
spans = career_span(buckets,1)
rows = []
for name in spans:
span = spans[name]
rows.append({"name": name, "span": span})
# we want to sort the rows so that those with the biggest spans
# are first. Notice that we aren't calling row_ranking, but rather
# passing a reference to this function to the sort method. The sort
# method uses this function to determine how to rank the rows.
#
# we do a reverse sort because we want the biggest spans first,
# not last
rows.sort(key=row_ranking, reverse=True)
# TODO: return a slice of the rows
result = []
i = 0
while i < n:
result.append(rows[i])
i = i+1
return result
top_n_span('directors', 10)[{'name': 'Stanley Kubrick', 'span': 46},
{'name': 'Howard Hawks', 'span': 42},
{'name': 'Henry Hathaway', 'span': 36},
{'name': 'Charles Chaplin', 'span': 34},
{'name': 'Sidney Lumet', 'span': 33},
{'name': 'George Sherman', 'span': 33},
{'name': 'Taylor Hackford', 'span': 32},
{'name': 'Richard Fleischer', 'span': 32},
{'name': 'Martin Ritt', 'span': 32},
{'name': 'Eldar Ryazanov', 'span': 31}]#q35 who are the 10 actors with the longest careers?
top_n_span('actors', 10)[{'name': 'Mickey Rooney', 'span': 75},
{'name': 'Anthony Quinn', 'span': 61},
{'name': 'George Burns', 'span': 60},
{'name': 'Dean Stockwell', 'span': 53},
{'name': 'Glenn Ford', 'span': 52},
{'name': 'James Caan', 'span': 52},
{'name': 'Robert Mitchum', 'span': 51},
{'name': 'Kurt Russell', 'span': 50},
{'name': 'Robert De Niro', 'span': 49},
{'name': 'Marlon Brando', 'span': 49}]#q36 what are the three genres in which movies receive the highest median rating?
def row_rank(row):
return row["rating"]
def get_best(category,n):
col = bucketize(movies,category)
temp= {}
for key,values in col.items():
for j in range(len(values)):
temp.setdefault(key,[]).append(values[j]['rating'])
temp_2 = {}
for key,values in temp.items():
values=sorted(values)
temp_2[key] = values
res = []
for key,values in temp_2.items():
res.append({'category':key,'rating':median(values),'count':len(values)})
res.sort(key=row_rank, reverse=True)
i = 0
result = []
while i < n:
result.append(res[i])
i = i+1
return result
get_best('genres',3)[{'category': 'Animation', 'rating': 7.3, 'count': 45},
{'category': 'History', 'rating': 6.7, 'count': 73},
{'category': 'War', 'rating': 6.7, 'count': 99}]#q37 what were the 10 best years for movies?
get_best('year',10)
#the movies who have the highest median rating is not a good metric[{'category': 1921, 'rating': 8.3, 'count': 1},
{'category': 1925, 'rating': 8.2, 'count': 1},
{'category': 1919, 'rating': 7.5, 'count': 1},
{'category': 1923, 'rating': 7.3, 'count': 2},
{'category': 1962, 'rating': 7.2, 'count': 17},
{'category': 1964, 'rating': 7.1, 'count': 19},
{'category': 1957, 'rating': 7.0, 'count': 24},
{'category': 1985, 'rating': 7.0, 'count': 17},
{'category': 1976, 'rating': 7.0, 'count': 17},
{'category': 1963, 'rating': 6.95, 'count': 10}]#q38 what were the 5 best years for movies, if we only consider years with at least 10 movies?
def get_best_temp(category):
col = bucketize(movies,category)
temp= {}
for key,values in col.items():
for j in range(len(values)):
temp.setdefault(key,[]).append(values[j]['rating'])
temp_2 = {}
for key,values in temp.items():
values=sorted(values)
temp_2[key] = values
res = []
for key,values in temp_2.items():
res.append({'category':key,'rating':median(values),'count':len(values)})
res.sort(key=row_rank, reverse=True)
return res
def get_best_constrain(category,n,num):
data = get_best_temp(category)
re = []
i = 0
while i < len(data):
if data[i]['count'] >= num:
re.append(data[i])
i = i + 1
result = []
j = 0
while j < n:
result.append(re[j])
j = j + 1
return result
get_best_constrain('year',5,10)[{'category': 1962, 'rating': 7.2, 'count': 17},
{'category': 1964, 'rating': 7.1, 'count': 19},
{'category': 1957, 'rating': 7.0, 'count': 24},
{'category': 1985, 'rating': 7.0, 'count': 17},
{'category': 1976, 'rating': 7.0, 'count': 17}]#q39 who are the best 4 directors, if we only count directors having at least 3 movies?
get_best_constrain('directors',4,3)[{'category': 'Christopher Nolan', 'rating': 8.5, 'count': 9},
{'category': 'Leonid Gayday', 'rating': 8.4, 'count': 5},
{'category': 'Stanley Kubrick', 'rating': 8.3, 'count': 11},
{'category': 'Sergio Leone', 'rating': 8.3, 'count': 7}]#q40 who are the 3 best actors, if we only count actors having at least 5 movies?
get_best_constrain('actors',3,5)[{'category': 'Henry Bergman', 'rating': 8.2, 'count': 5},
{'category': 'Ioan Gruffudd', 'rating': 8.2, 'count': 6},
{'category': 'Robert Lindsay', 'rating': 8.2, 'count': 6}]
