import requests
import time

# OMDb API 설정
api_key = "99a74b7c"  # 제공하신 API 키를 사용합니다.
base_url = "http://www.omdbapi.com/"

# 수집할 영화의 ID 리스트
movie_ids = ["tt0105236", "tt2106476", "tt0042192", "tt0071853", "tt0071315", "tt0050986", "tt0012349", "tt0052311", "tt0083658", "tt0022100", "tt0066921", "tt0031679", "tt0062622", "tt0056592", "tt0045152", "tt0033467", "tt0086190", "tt0093058", "tt0040522", "tt0053604", "tt0070735", "tt0075314", "tt0036775", "tt0059578", "tt0087843", "tt0338013", "tt0086879", "tt0017136", "tt0089881", "tt0050976", "tt2380307", "tt1345836", "tt0112573", "tt0180093", "tt0044741", "tt0090605", "tt0022100", "tt0042192", "tt0012349", "tt0086190", "tt0031679", "tt0056592", "tt0071853", "tt0050986", "tt0045152", "tt0033467", "tt0053604", "tt0070735", "tt0075314", "tt0083658", "tt0087843", "tt0086879", "tt0093058", "tt0090605", "tt0105236", "tt0112573", "tt0180093", "tt0338013", "tt1345836", "tt2380307", "tt2106476", "tt0066921", "tt0062622", "tt0044741", "tt0050976", "tt0036775", "tt0059578", "tt0022100", "tt0042192", "tt0017136", "tt0089881", "tt0022100", "tt0052311", "tt0031679", "tt0056592", "tt0042192", "tt0033467", "tt0087843", "tt0045152", "tt0036775", "tt0053604", "tt0070735", "tt0075314", "tt0086190", "tt0083658", "tt0086879", "tt0093058", "tt0090605", "tt0105236", "tt0112573", "tt0180093", "tt0338013", "tt1345836", "tt2380307", "tt2106476", "tt0066921", "tt0062622", "tt0071315", "tt0071853", "tt0059578", "tt0050976", "tt0044741", "tt0052311", "tt0031679", "tt0056592", "tt0040522", "tt0033467", "tt0083658", "tt0086190", "tt0087843", "tt0093058", "tt0070735", "tt0075314", "tt0089881", "tt0086879", "tt0017136", "tt0022100", "tt0050986", "tt0036775", "tt0045152", "tt0053604", "tt0012349", "tt0112573", "tt0180093", "tt0338013", "tt2380307", "tt1345836", "tt0066921", "tt0062622", "tt0071315", "tt0071853", "tt0040522", "tt0050976", "tt0044741", "tt0052311", "tt0031679", "tt0056592", "tt0086190", "tt0083658", "tt0087843", "tt0090605", "tt0093058", "tt0070735", "tt0075314", "tt0089881", "tt0086879", "tt0017136", "tt0022100", "tt0050986", "tt0036775", "tt0045152", "tt0053604", "tt0012349", "tt0112573", "tt0180093", "tt0338013", "tt2380307", "tt1345836", "tt0066921", "tt0062622", "tt0071315", "tt0071853", "tt0040522", "tt0050976", "tt0044741", "tt0052311", "tt0031679", "tt0056592", "tt0086190", "tt0083658", "tt0087843", "tt0090605", "tt0093058", "tt0070735", "tt0075314", "tt0089881", "tt0086879", "tt0017136", "tt0022100", "tt0050986", "tt0036775", "tt0045152", "tt0053604", "tt0012349", "tt0112573", "tt0180093", "tt0338013", "tt2380307", "tt1345836", "tt0066921", "tt0062622", "tt0071315", "tt0071853", "tt0040522", "tt0050976", "tt0044741", "tt0052311", "tt0031679", "tt0056592", "tt0086190", "tt0083658", "tt0087843", "tt0090605", "tt0093058", "tt0070735", "tt0075314", "tt0089881", "tt0086879", "tt0017136", "tt0022100", "tt0050986", "tt0036775", "tt0045152", "tt0053604", "tt0012349"]

# 데이터 수집 결과를 저장할 리스트
movies_data = []

# 영화 정보 수집
for movie_id in movie_ids:
    params = {
        "i": movie_id,
        "apikey": api_key
    }
    try:
        response = requests.get(base_url, params=params)
        if response.status_code == 200:
            movie_data = response.json()
            movies_data.append({
                "Title": movie_data.get("Title"),
                "Year": movie_data.get("Year"),
                "Genre": movie_data.get("Genre"),
                "Director": movie_data.get("Director"),
                "Actors": movie_data.get("Actors"),
                "IMDb Rating": movie_data.get("imdbRating"),
                "BoxOffice": movie_data.get("BoxOffice", "N/A")  # 일부 영화는 박스 오피스 정보가 없을 수 있음
            })
        # 간단한 rate limit 대응
        time.sleep(0.1)  # 0.5초 대기
    except Exception as e:
        print(f"An error occurred: {e}")

# 결과 확인
print(movies_data)

import random
import string

def generate_random_id():
    return "tt" + ''.join(random.choices(string.digits, k=7))

random_ids = [generate_random_id() for _ in range(200)]

print(random_ids)

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns

# 제공받은 데이터
data = [{'Title': 'Reservoir Dogs', 'Year': '1992', 'Genre': 'Crime, Thriller', 'Director': 'Quentin Tarantino', 'Actors': 'Harvey Keitel, Tim Roth, Michael Madsen', 'IMDb Rating': '8.3', 'BoxOffice': '$2,832,029'}, {'Title': 'The Hunt', 'Year': '2012', 'Genre': 'Drama', 'Director': 'Thomas Vinterberg', 'Actors': 'Mads Mikkelsen, Thomas Bo Larsen, Annika Wedderkopp', 'IMDb Rating': '8.3', 'BoxOffice': '$613,308'}, {'Title': 'All About Eve', 'Year': '1950', 'Genre': 'Drama', 'Director': 'Joseph L. Mankiewicz', 'Actors': 'Bette Davis, Anne Baxter, George Sanders', 'IMDb Rating': '8.2', 'BoxOffice': '$63,463'}, {'Title': 'Monty Python and the Holy Grail', 'Year': '1975', 'Genre': 'Adventure, Comedy, Fantasy', 'Director': 'Terry Gilliam, Terry Jones', 'Actors': 'Graham Chapman, John Cleese, Eric Idle', 'IMDb Rating': '8.2', 'BoxOffice': '$2,562,392'}, {'Title': 'Chinatown', 'Year': '1974', 'Genre': 'Drama, Mystery, Thriller', 'Director': 'Roman Polanski', 'Actors': 'Jack Nicholson, Faye Dunaway, John Huston', 'IMDb Rating': '8.1', 'BoxOffice': '$29,200,000'}, {'Title': 'Wild Strawberries', 'Year': '1957', 'Genre': 'Drama, Romance', 'Director': 'Ingmar Bergman', 'Actors': 'Victor Sjöström, Bibi Andersson, Ingrid Thulin', 'IMDb Rating': '8.1', 'BoxOffice': 'N/A'}, {'Title': 'The Kid', 'Year': '1921', 'Genre': 'Comedy, Drama, Family', 'Director': 'Charles Chaplin', 'Actors': 'Charles Chaplin, Edna Purviance, Jackie Coogan', 'IMDb Rating': '8.2', 'BoxOffice': 'N/A'}, {'Title': 'Touch of Evil', 'Year': '1958', 'Genre': 'Crime, Drama, Film-Noir', 'Director': 'Orson Welles', 'Actors': 'Charlton Heston, Orson Welles, Janet Leigh', 'IMDb Rating': '8.0', 'BoxOffice': '$2,247,465'}, {'Title': 'Blade Runner', 'Year': '1982', 'Genre': 'Action, Drama, Sci-Fi', 'Director': 'Ridley Scott', 'Actors': 'Harrison Ford, Rutger Hauer, Sean Young', 'IMDb Rating': '8.1', 'BoxOffice': '$32,914,489'}, {'Title': 'M', 'Year': '1931', 'Genre': 'Crime, Mystery, Thriller', 'Director': 'Fritz Lang', 'Actors': 'Peter Lorre, Ellen Widmann, Inge Landgut', 'IMDb Rating': '8.3', 'BoxOffice': '$35,566'}, {'Title': 'A Clockwork Orange', 'Year': '1971', 'Genre': 'Crime, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Malcolm McDowell, Patrick Magee, Michael Bates', 'IMDb Rating': '8.3', 'BoxOffice': '$26,617,553'}, {'Title': 'Mr. Smith Goes to Washington', 'Year': '1939', 'Genre': 'Comedy, Drama', 'Director': 'Frank Capra', 'Actors': 'James Stewart, Jean Arthur, Claude Rains', 'IMDb Rating': '8.1', 'BoxOffice': '$144,738'}, {'Title': '2001: A Space Odyssey', 'Year': '1968', 'Genre': 'Adventure, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Keir Dullea, Gary Lockwood, William Sylvester', 'IMDb Rating': '8.3', 'BoxOffice': '$60,481,243'}, {'Title': 'To Kill a Mockingbird', 'Year': '1962', 'Genre': 'Crime, Drama', 'Director': 'Robert Mulligan', 'Actors': 'Gregory Peck, John Megna, Frank Overton', 'IMDb Rating': '8.3', 'BoxOffice': '$592,237'}, {'Title': "Singin' in the Rain", 'Year': '1952', 'Genre': 'Comedy, Musical, Romance', 'Director': 'Stanley Donen, Gene Kelly', 'Actors': "Gene Kelly, Donald O'Connor, Debbie Reynolds", 'IMDb Rating': '8.3', 'BoxOffice': '$1,884,537'}, {'Title': 'Citizen Kane', 'Year': '1941', 'Genre': 'Drama, Mystery', 'Director': 'Orson Welles', 'Actors': 'Orson Welles, Joseph Cotten, Dorothy Comingore', 'IMDb Rating': '8.3', 'BoxOffice': '$1,627,530'}, {'Title': 'Star Wars: Episode VI - Return of the Jedi', 'Year': '1983', 'Genre': 'Action, Adventure, Fantasy', 'Director': 'Richard Marquand', 'Actors': 'Mark Hamill, Harrison Ford, Carrie Fisher', 'IMDb Rating': '8.3', 'BoxOffice': '$316,566,101'}, {'Title': 'Full Metal Jacket', 'Year': '1987', 'Genre': 'Drama, War', 'Director': 'Stanley Kubrick', 'Actors': "Matthew Modine, R. Lee Ermey, Vincent D'Onofrio", 'IMDb Rating': '8.3', 'BoxOffice': '$46,357,676'}, {'Title': 'Bicycle Thieves', 'Year': '1948', 'Genre': 'Drama', 'Director': 'Vittorio De Sica', 'Actors': 'Lamberto Maggiorani, Enzo Staiola, Lianella Carell', 'IMDb Rating': '8.3', 'BoxOffice': '$371,111'}, {'Title': 'The Apartment', 'Year': '1960', 'Genre': 'Comedy, Drama, Romance', 'Director': 'Billy Wilder', 'Actors': 'Jack Lemmon, Shirley MacLaine, Fred MacMurray', 'IMDb Rating': '8.3', 'BoxOffice': '$18,600,000'}, {'Title': 'The Sting', 'Year': '1973', 'Genre': 'Comedy, Crime, Drama', 'Director': 'George Roy Hill', 'Actors': 'Paul Newman, Robert Redford, Robert Shaw', 'IMDb Rating': '8.3', 'BoxOffice': '$156,000,000'}, {'Title': 'Taxi Driver', 'Year': '1976', 'Genre': 'Crime, Drama', 'Director': 'Martin Scorsese', 'Actors': 'Robert De Niro, Jodie Foster, Cybill Shepherd', 'IMDb Rating': '8.2', 'BoxOffice': '$28,262,574'}, {'Title': 'Double Indemnity', 'Year': '1944', 'Genre': 'Crime, Drama, Film-Noir', 'Director': 'Billy Wilder', 'Actors': 'Fred MacMurray, Barbara Stanwyck, Edward G. Robinson', 'IMDb Rating': '8.3', 'BoxOffice': 'N/A'}, {'Title': 'For a Few Dollars More', 'Year': '1965', 'Genre': 'Drama, Western', 'Director': 'Sergio Leone', 'Actors': 'Clint Eastwood, Lee Van Cleef, Gian Maria Volontè', 'IMDb Rating': '8.2', 'BoxOffice': '$15,000,000'}, {'Title': 'Once Upon a Time in America', 'Year': '1984', 'Genre': 'Crime, Drama', 'Director': 'Sergio Leone', 'Actors': 'Robert De Niro, James Woods, Elizabeth McGovern', 'IMDb Rating': '8.3', 'BoxOffice': '$5,321,508'}, {'Title': 'Eternal Sunshine of the Spotless Mind', 'Year': '2004', 'Genre': 'Drama, Romance, Sci-Fi', 'Director': 'Michel Gondry', 'Actors': 'Jim Carrey, Kate Winslet, Tom Wilkinson', 'IMDb Rating': '8.3', 'BoxOffice': '$34,400,301'}, {'Title': 'Amadeus', 'Year': '1984', 'Genre': 'Biography, Drama, Music', 'Director': 'Milos Forman', 'Actors': 'F. Murray Abraham, Tom Hulce, Elizabeth Berridge', 'IMDb Rating': '8.4', 'BoxOffice': '$51,973,029'}, {'Title': 'Metropolis', 'Year': '1927', 'Genre': 'Drama, Sci-Fi', 'Director': 'Fritz Lang', 'Actors': 'Brigitte Helm, Alfred Abel, Gustav Fröhlich', 'IMDb Rating': '8.3', 'BoxOffice': '$1,236,166'}, {'Title': 'Ran', 'Year': '1985', 'Genre': 'Action, Drama, War', 'Director': 'Akira Kurosawa', 'Actors': 'Tatsuya Nakadai, Akira Terao, Jinpachi Nezu', 'IMDb Rating': '8.2', 'BoxOffice': '$4,135,750'}, {'Title': 'The Seventh Seal', 'Year': '1957', 'Genre': 'Drama, Fantasy', 'Director': 'Ingmar Bergman', 'Actors': 'Max von Sydow, Gunnar Björnstrand, Bengt Ekerot', 'IMDb Rating': '8.1', 'BoxOffice': 'N/A'}, {'Title': 'Coco', 'Year': '2017', 'Genre': 'Animation, Adventure, Drama', 'Director': 'Lee Unkrich, Adrian Molina', 'Actors': 'Anthony Gonzalez, Gael García Bernal, Benjamin Bratt', 'IMDb Rating': '8.4', 'BoxOffice': '$210,460,015'}, {'Title': 'The Dark Knight Rises', 'Year': '2012', 'Genre': 'Action, Drama, Thriller', 'Director': 'Christopher Nolan', 'Actors': 'Christian Bale, Tom Hardy, Anne Hathaway', 'IMDb Rating': '8.4', 'BoxOffice': '$448,149,584'}, {'Title': 'Braveheart', 'Year': '1995', 'Genre': 'Biography, Drama, War', 'Director': 'Mel Gibson', 'Actors': 'Mel Gibson, Sophie Marceau, Patrick McGoohan', 'IMDb Rating': '8.3', 'BoxOffice': '$75,609,945'}, {'Title': 'Requiem for a Dream', 'Year': '2000', 'Genre': 'Drama', 'Director': 'Darren Aronofsky', 'Actors': 'Ellen Burstyn, Jared Leto, Jennifer Connelly', 'IMDb Rating': '8.3', 'BoxOffice': '$3,635,482'}, {'Title': 'Ikiru', 'Year': '1952', 'Genre': 'Drama', 'Director': 'Akira Kurosawa', 'Actors': "Takashi Shimura, Nobuo Kaneko, Shin'ichi Himori", 'IMDb Rating': '8.3', 'BoxOffice': '$60,239'}, {'Title': 'Aliens', 'Year': '1986', 'Genre': 'Action, Adventure, Sci-Fi', 'Director': 'James Cameron', 'Actors': 'Sigourney Weaver, Michael Biehn, Carrie Henn', 'IMDb Rating': '8.4', 'BoxOffice': '$85,160,248'}, {'Title': 'M', 'Year': '1931', 'Genre': 'Crime, Mystery, Thriller', 'Director': 'Fritz Lang', 'Actors': 'Peter Lorre, Ellen Widmann, Inge Landgut', 'IMDb Rating': '8.3', 'BoxOffice': '$35,566'}, {'Title': 'All About Eve', 'Year': '1950', 'Genre': 'Drama', 'Director': 'Joseph L. Mankiewicz', 'Actors': 'Bette Davis, Anne Baxter, George Sanders', 'IMDb Rating': '8.2', 'BoxOffice': '$63,463'}, {'Title': 'The Kid', 'Year': '1921', 'Genre': 'Comedy, Drama, Family', 'Director': 'Charles Chaplin', 'Actors': 'Charles Chaplin, Edna Purviance, Jackie Coogan', 'IMDb Rating': '8.2', 'BoxOffice': 'N/A'}, {'Title': 'Star Wars: Episode VI - Return of the Jedi', 'Year': '1983', 'Genre': 'Action, Adventure, Fantasy', 'Director': 'Richard Marquand', 'Actors': 'Mark Hamill, Harrison Ford, Carrie Fisher', 'IMDb Rating': '8.3', 'BoxOffice': '$316,566,101'}, {'Title': 'Mr. Smith Goes to Washington', 'Year': '1939', 'Genre': 'Comedy, Drama', 'Director': 'Frank Capra', 'Actors': 'James Stewart, Jean Arthur, Claude Rains', 'IMDb Rating': '8.1', 'BoxOffice': '$144,738'}, {'Title': 'To Kill a Mockingbird', 'Year': '1962', 'Genre': 'Crime, Drama', 'Director': 'Robert Mulligan', 'Actors': 'Gregory Peck, John Megna, Frank Overton', 'IMDb Rating': '8.3', 'BoxOffice': '$592,237'}, {'Title': 'Monty Python and the Holy Grail', 'Year': '1975', 'Genre': 'Adventure, Comedy, Fantasy', 'Director': 'Terry Gilliam, Terry Jones', 'Actors': 'Graham Chapman, John Cleese, Eric Idle', 'IMDb Rating': '8.2', 'BoxOffice': '$2,562,392'}, {'Title': 'Wild Strawberries', 'Year': '1957', 'Genre': 'Drama, Romance', 'Director': 'Ingmar Bergman', 'Actors': 'Victor Sjöström, Bibi Andersson, Ingrid Thulin', 'IMDb Rating': '8.1', 'BoxOffice': 'N/A'}, {'Title': "Singin' in the Rain", 'Year': '1952', 'Genre': 'Comedy, Musical, Romance', 'Director': 'Stanley Donen, Gene Kelly', 'Actors': "Gene Kelly, Donald O'Connor, Debbie Reynolds", 'IMDb Rating': '8.3', 'BoxOffice': '$1,884,537'}, {'Title': 'Citizen Kane', 'Year': '1941', 'Genre': 'Drama, Mystery', 'Director': 'Orson Welles', 'Actors': 'Orson Welles, Joseph Cotten, Dorothy Comingore', 'IMDb Rating': '8.3', 'BoxOffice': '$1,627,530'}, {'Title': 'The Apartment', 'Year': '1960', 'Genre': 'Comedy, Drama, Romance', 'Director': 'Billy Wilder', 'Actors': 'Jack Lemmon, Shirley MacLaine, Fred MacMurray', 'IMDb Rating': '8.3', 'BoxOffice': '$18,600,000'}, {'Title': 'The Sting', 'Year': '1973', 'Genre': 'Comedy, Crime, Drama', 'Director': 'George Roy Hill', 'Actors': 'Paul Newman, Robert Redford, Robert Shaw', 'IMDb Rating': '8.3', 'BoxOffice': '$156,000,000'}, {'Title': 'Taxi Driver', 'Year': '1976', 'Genre': 'Crime, Drama', 'Director': 'Martin Scorsese', 'Actors': 'Robert De Niro, Jodie Foster, Cybill Shepherd', 'IMDb Rating': '8.2', 'BoxOffice': '$28,262,574'}, {'Title': 'Blade Runner', 'Year': '1982', 'Genre': 'Action, Drama, Sci-Fi', 'Director': 'Ridley Scott', 'Actors': 'Harrison Ford, Rutger Hauer, Sean Young', 'IMDb Rating': '8.1', 'BoxOffice': '$32,914,489'}, {'Title': 'Once Upon a Time in America', 'Year': '1984', 'Genre': 'Crime, Drama', 'Director': 'Sergio Leone', 'Actors': 'Robert De Niro, James Woods, Elizabeth McGovern', 'IMDb Rating': '8.3', 'BoxOffice': '$5,321,508'}, {'Title': 'Amadeus', 'Year': '1984', 'Genre': 'Biography, Drama, Music', 'Director': 'Milos Forman', 'Actors': 'F. Murray Abraham, Tom Hulce, Elizabeth Berridge', 'IMDb Rating': '8.4', 'BoxOffice': '$51,973,029'}, {'Title': 'Full Metal Jacket', 'Year': '1987', 'Genre': 'Drama, War', 'Director': 'Stanley Kubrick', 'Actors': "Matthew Modine, R. Lee Ermey, Vincent D'Onofrio", 'IMDb Rating': '8.3', 'BoxOffice': '$46,357,676'}, {'Title': 'Aliens', 'Year': '1986', 'Genre': 'Action, Adventure, Sci-Fi', 'Director': 'James Cameron', 'Actors': 'Sigourney Weaver, Michael Biehn, Carrie Henn', 'IMDb Rating': '8.4', 'BoxOffice': '$85,160,248'}, {'Title': 'Reservoir Dogs', 'Year': '1992', 'Genre': 'Crime, Thriller', 'Director': 'Quentin Tarantino', 'Actors': 'Harvey Keitel, Tim Roth, Michael Madsen', 'IMDb Rating': '8.3', 'BoxOffice': '$2,832,029'}, {'Title': 'Braveheart', 'Year': '1995', 'Genre': 'Biography, Drama, War', 'Director': 'Mel Gibson', 'Actors': 'Mel Gibson, Sophie Marceau, Patrick McGoohan', 'IMDb Rating': '8.3', 'BoxOffice': '$75,609,945'}, {'Title': 'Requiem for a Dream', 'Year': '2000', 'Genre': 'Drama', 'Director': 'Darren Aronofsky', 'Actors': 'Ellen Burstyn, Jared Leto, Jennifer Connelly', 'IMDb Rating': '8.3', 'BoxOffice': '$3,635,482'}, {'Title': 'Eternal Sunshine of the Spotless Mind', 'Year': '2004', 'Genre': 'Drama, Romance, Sci-Fi', 'Director': 'Michel Gondry', 'Actors': 'Jim Carrey, Kate Winslet, Tom Wilkinson', 'IMDb Rating': '8.3', 'BoxOffice': '$34,400,301'}, {'Title': 'The Dark Knight Rises', 'Year': '2012', 'Genre': 'Action, Drama, Thriller', 'Director': 'Christopher Nolan', 'Actors': 'Christian Bale, Tom Hardy, Anne Hathaway', 'IMDb Rating': '8.4', 'BoxOffice': '$448,149,584'}, {'Title': 'Coco', 'Year': '2017', 'Genre': 'Animation, Adventure, Drama', 'Director': 'Lee Unkrich, Adrian Molina', 'Actors': 'Anthony Gonzalez, Gael García Bernal, Benjamin Bratt', 'IMDb Rating': '8.4', 'BoxOffice': '$210,460,015'}, {'Title': 'The Hunt', 'Year': '2012', 'Genre': 'Drama', 'Director': 'Thomas Vinterberg', 'Actors': 'Mads Mikkelsen, Thomas Bo Larsen, Annika Wedderkopp', 'IMDb Rating': '8.3', 'BoxOffice': '$613,308'}, {'Title': 'A Clockwork Orange', 'Year': '1971', 'Genre': 'Crime, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Malcolm McDowell, Patrick Magee, Michael Bates', 'IMDb Rating': '8.3', 'BoxOffice': '$26,617,553'}, {'Title': '2001: A Space Odyssey', 'Year': '1968', 'Genre': 'Adventure, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Keir Dullea, Gary Lockwood, William Sylvester', 'IMDb Rating': '8.3', 'BoxOffice': '$60,481,243'}, {'Title': 'Ikiru', 'Year': '1952', 'Genre': 'Drama', 'Director': 'Akira Kurosawa', 'Actors': "Takashi Shimura, Nobuo Kaneko, Shin'ichi Himori", 'IMDb Rating': '8.3', 'BoxOffice': '$60,239'}, {'Title': 'The Seventh Seal', 'Year': '1957', 'Genre': 'Drama, Fantasy', 'Director': 'Ingmar Bergman', 'Actors': 'Max von Sydow, Gunnar Björnstrand, Bengt Ekerot', 'IMDb Rating': '8.1', 'BoxOffice': 'N/A'}, {'Title': 'Double Indemnity', 'Year': '1944', 'Genre': 'Crime, Drama, Film-Noir', 'Director': 'Billy Wilder', 'Actors': 'Fred MacMurray, Barbara Stanwyck, Edward G. Robinson', 'IMDb Rating': '8.3', 'BoxOffice': 'N/A'}, {'Title': 'For a Few Dollars More', 'Year': '1965', 'Genre': 'Drama, Western', 'Director': 'Sergio Leone', 'Actors': 'Clint Eastwood, Lee Van Cleef, Gian Maria Volontè', 'IMDb Rating': '8.2', 'BoxOffice': '$15,000,000'}, {'Title': 'M', 'Year': '1931', 'Genre': 'Crime, Mystery, Thriller', 'Director': 'Fritz Lang', 'Actors': 'Peter Lorre, Ellen Widmann, Inge Landgut', 'IMDb Rating': '8.3', 'BoxOffice': '$35,566'}, {'Title': 'All About Eve', 'Year': '1950', 'Genre': 'Drama', 'Director': 'Joseph L. Mankiewicz', 'Actors': 'Bette Davis, Anne Baxter, George Sanders', 'IMDb Rating': '8.2', 'BoxOffice': '$63,463'}, {'Title': 'Metropolis', 'Year': '1927', 'Genre': 'Drama, Sci-Fi', 'Director': 'Fritz Lang', 'Actors': 'Brigitte Helm, Alfred Abel, Gustav Fröhlich', 'IMDb Rating': '8.3', 'BoxOffice': '$1,236,166'}, {'Title': 'Ran', 'Year': '1985', 'Genre': 'Action, Drama, War', 'Director': 'Akira Kurosawa', 'Actors': 'Tatsuya Nakadai, Akira Terao, Jinpachi Nezu', 'IMDb Rating': '8.2', 'BoxOffice': '$4,135,750'}, {'Title': 'M', 'Year': '1931', 'Genre': 'Crime, Mystery, Thriller', 'Director': 'Fritz Lang', 'Actors': 'Peter Lorre, Ellen Widmann, Inge Landgut', 'IMDb Rating': '8.3', 'BoxOffice': '$35,566'}, {'Title': 'Touch of Evil', 'Year': '1958', 'Genre': 'Crime, Drama, Film-Noir', 'Director': 'Orson Welles', 'Actors': 'Charlton Heston, Orson Welles, Janet Leigh', 'IMDb Rating': '8.0', 'BoxOffice': '$2,247,465'}, {'Title': 'Mr. Smith Goes to Washington', 'Year': '1939', 'Genre': 'Comedy, Drama', 'Director': 'Frank Capra', 'Actors': 'James Stewart, Jean Arthur, Claude Rains', 'IMDb Rating': '8.1', 'BoxOffice': '$144,738'}, {'Title': 'To Kill a Mockingbird', 'Year': '1962', 'Genre': 'Crime, Drama', 'Director': 'Robert Mulligan', 'Actors': 'Gregory Peck, John Megna, Frank Overton', 'IMDb Rating': '8.3', 'BoxOffice': '$592,237'}, {'Title': 'All About Eve', 'Year': '1950', 'Genre': 'Drama', 'Director': 'Joseph L. Mankiewicz', 'Actors': 'Bette Davis, Anne Baxter, George Sanders', 'IMDb Rating': '8.2', 'BoxOffice': '$63,463'}, {'Title': 'Citizen Kane', 'Year': '1941', 'Genre': 'Drama, Mystery', 'Director': 'Orson Welles', 'Actors': 'Orson Welles, Joseph Cotten, Dorothy Comingore', 'IMDb Rating': '8.3', 'BoxOffice': '$1,627,530'}, {'Title': 'Once Upon a Time in America', 'Year': '1984', 'Genre': 'Crime, Drama', 'Director': 'Sergio Leone', 'Actors': 'Robert De Niro, James Woods, Elizabeth McGovern', 'IMDb Rating': '8.3', 'BoxOffice': '$5,321,508'}, {'Title': "Singin' in the Rain", 'Year': '1952', 'Genre': 'Comedy, Musical, Romance', 'Director': 'Stanley Donen, Gene Kelly', 'Actors': "Gene Kelly, Donald O'Connor, Debbie Reynolds", 'IMDb Rating': '8.3', 'BoxOffice': '$1,884,537'}, {'Title': 'Double Indemnity', 'Year': '1944', 'Genre': 'Crime, Drama, Film-Noir', 'Director': 'Billy Wilder', 'Actors': 'Fred MacMurray, Barbara Stanwyck, Edward G. Robinson', 'IMDb Rating': '8.3', 'BoxOffice': 'N/A'}, {'Title': 'The Apartment', 'Year': '1960', 'Genre': 'Comedy, Drama, Romance', 'Director': 'Billy Wilder', 'Actors': 'Jack Lemmon, Shirley MacLaine, Fred MacMurray', 'IMDb Rating': '8.3', 'BoxOffice': '$18,600,000'}, {'Title': 'The Sting', 'Year': '1973', 'Genre': 'Comedy, Crime, Drama', 'Director': 'George Roy Hill', 'Actors': 'Paul Newman, Robert Redford, Robert Shaw', 'IMDb Rating': '8.3', 'BoxOffice': '$156,000,000'}, {'Title': 'Taxi Driver', 'Year': '1976', 'Genre': 'Crime, Drama', 'Director': 'Martin Scorsese', 'Actors': 'Robert De Niro, Jodie Foster, Cybill Shepherd', 'IMDb Rating': '8.2', 'BoxOffice': '$28,262,574'}, {'Title': 'Star Wars: Episode VI - Return of the Jedi', 'Year': '1983', 'Genre': 'Action, Adventure, Fantasy', 'Director': 'Richard Marquand', 'Actors': 'Mark Hamill, Harrison Ford, Carrie Fisher', 'IMDb Rating': '8.3', 'BoxOffice': '$316,566,101'}, {'Title': 'Blade Runner', 'Year': '1982', 'Genre': 'Action, Drama, Sci-Fi', 'Director': 'Ridley Scott', 'Actors': 'Harrison Ford, Rutger Hauer, Sean Young', 'IMDb Rating': '8.1', 'BoxOffice': '$32,914,489'}, {'Title': 'Amadeus', 'Year': '1984', 'Genre': 'Biography, Drama, Music', 'Director': 'Milos Forman', 'Actors': 'F. Murray Abraham, Tom Hulce, Elizabeth Berridge', 'IMDb Rating': '8.4', 'BoxOffice': '$51,973,029'}, {'Title': 'Full Metal Jacket', 'Year': '1987', 'Genre': 'Drama, War', 'Director': 'Stanley Kubrick', 'Actors': "Matthew Modine, R. Lee Ermey, Vincent D'Onofrio", 'IMDb Rating': '8.3', 'BoxOffice': '$46,357,676'}, {'Title': 'Aliens', 'Year': '1986', 'Genre': 'Action, Adventure, Sci-Fi', 'Director': 'James Cameron', 'Actors': 'Sigourney Weaver, Michael Biehn, Carrie Henn', 'IMDb Rating': '8.4', 'BoxOffice': '$85,160,248'}, {'Title': 'Reservoir Dogs', 'Year': '1992', 'Genre': 'Crime, Thriller', 'Director': 'Quentin Tarantino', 'Actors': 'Harvey Keitel, Tim Roth, Michael Madsen', 'IMDb Rating': '8.3', 'BoxOffice': '$2,832,029'}, {'Title': 'Braveheart', 'Year': '1995', 'Genre': 'Biography, Drama, War', 'Director': 'Mel Gibson', 'Actors': 'Mel Gibson, Sophie Marceau, Patrick McGoohan', 'IMDb Rating': '8.3', 'BoxOffice': '$75,609,945'}, {'Title': 'Requiem for a Dream', 'Year': '2000', 'Genre': 'Drama', 'Director': 'Darren Aronofsky', 'Actors': 'Ellen Burstyn, Jared Leto, Jennifer Connelly', 'IMDb Rating': '8.3', 'BoxOffice': '$3,635,482'}, {'Title': 'Eternal Sunshine of the Spotless Mind', 'Year': '2004', 'Genre': 'Drama, Romance, Sci-Fi', 'Director': 'Michel Gondry', 'Actors': 'Jim Carrey, Kate Winslet, Tom Wilkinson', 'IMDb Rating': '8.3', 'BoxOffice': '$34,400,301'}, {'Title': 'The Dark Knight Rises', 'Year': '2012', 'Genre': 'Action, Drama, Thriller', 'Director': 'Christopher Nolan', 'Actors': 'Christian Bale, Tom Hardy, Anne Hathaway', 'IMDb Rating': '8.4', 'BoxOffice': '$448,149,584'}, {'Title': 'Coco', 'Year': '2017', 'Genre': 'Animation, Adventure, Drama', 'Director': 'Lee Unkrich, Adrian Molina', 'Actors': 'Anthony Gonzalez, Gael García Bernal, Benjamin Bratt', 'IMDb Rating': '8.4', 'BoxOffice': '$210,460,015'}, {'Title': 'The Hunt', 'Year': '2012', 'Genre': 'Drama', 'Director': 'Thomas Vinterberg', 'Actors': 'Mads Mikkelsen, Thomas Bo Larsen, Annika Wedderkopp', 'IMDb Rating': '8.3', 'BoxOffice': '$613,308'}, {'Title': 'A Clockwork Orange', 'Year': '1971', 'Genre': 'Crime, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Malcolm McDowell, Patrick Magee, Michael Bates', 'IMDb Rating': '8.3', 'BoxOffice': '$26,617,553'}, {'Title': '2001: A Space Odyssey', 'Year': '1968', 'Genre': 'Adventure, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Keir Dullea, Gary Lockwood, William Sylvester', 'IMDb Rating': '8.3', 'BoxOffice': '$60,481,243'}, {'Title': 'Chinatown', 'Year': '1974', 'Genre': 'Drama, Mystery, Thriller', 'Director': 'Roman Polanski', 'Actors': 'Jack Nicholson, Faye Dunaway, John Huston', 'IMDb Rating': '8.1', 'BoxOffice': '$29,200,000'}, {'Title': 'Monty Python and the Holy Grail', 'Year': '1975', 'Genre': 'Adventure, Comedy, Fantasy', 'Director': 'Terry Gilliam, Terry Jones', 'Actors': 'Graham Chapman, John Cleese, Eric Idle', 'IMDb Rating': '8.2', 'BoxOffice': '$2,562,392'}, {'Title': 'For a Few Dollars More', 'Year': '1965', 'Genre': 'Drama, Western', 'Director': 'Sergio Leone', 'Actors': 'Clint Eastwood, Lee Van Cleef, Gian Maria Volontè', 'IMDb Rating': '8.2', 'BoxOffice': '$15,000,000'}, {'Title': 'The Seventh Seal', 'Year': '1957', 'Genre': 'Drama, Fantasy', 'Director': 'Ingmar Bergman', 'Actors': 'Max von Sydow, Gunnar Björnstrand, Bengt Ekerot', 'IMDb Rating': '8.1', 'BoxOffice': 'N/A'}, {'Title': 'Ikiru', 'Year': '1952', 'Genre': 'Drama', 'Director': 'Akira Kurosawa', 'Actors': "Takashi Shimura, Nobuo Kaneko, Shin'ichi Himori", 'IMDb Rating': '8.3', 'BoxOffice': '$60,239'}, {'Title': 'Touch of Evil', 'Year': '1958', 'Genre': 'Crime, Drama, Film-Noir', 'Director': 'Orson Welles', 'Actors': 'Charlton Heston, Orson Welles, Janet Leigh', 'IMDb Rating': '8.0', 'BoxOffice': '$2,247,465'}, {'Title': 'Mr. Smith Goes to Washington', 'Year': '1939', 'Genre': 'Comedy, Drama', 'Director': 'Frank Capra', 'Actors': 'James Stewart, Jean Arthur, Claude Rains', 'IMDb Rating': '8.1', 'BoxOffice': '$144,738'}, {'Title': 'To Kill a Mockingbird', 'Year': '1962', 'Genre': 'Crime, Drama', 'Director': 'Robert Mulligan', 'Actors': 'Gregory Peck, John Megna, Frank Overton', 'IMDb Rating': '8.3', 'BoxOffice': '$592,237'}, {'Title': 'Bicycle Thieves', 'Year': '1948', 'Genre': 'Drama', 'Director': 'Vittorio De Sica', 'Actors': 'Lamberto Maggiorani, Enzo Staiola, Lianella Carell', 'IMDb Rating': '8.3', 'BoxOffice': '$371,111'}, {'Title': 'Citizen Kane', 'Year': '1941', 'Genre': 'Drama, Mystery', 'Director': 'Orson Welles', 'Actors': 'Orson Welles, Joseph Cotten, Dorothy Comingore', 'IMDb Rating': '8.3', 'BoxOffice': '$1,627,530'}, {'Title': 'Blade Runner', 'Year': '1982', 'Genre': 'Action, Drama, Sci-Fi', 'Director': 'Ridley Scott', 'Actors': 'Harrison Ford, Rutger Hauer, Sean Young', 'IMDb Rating': '8.1', 'BoxOffice': '$32,914,489'}, {'Title': 'Star Wars: Episode VI - Return of the Jedi', 'Year': '1983', 'Genre': 'Action, Adventure, Fantasy', 'Director': 'Richard Marquand', 'Actors': 'Mark Hamill, Harrison Ford, Carrie Fisher', 'IMDb Rating': '8.3', 'BoxOffice': '$316,566,101'}, {'Title': 'Once Upon a Time in America', 'Year': '1984', 'Genre': 'Crime, Drama', 'Director': 'Sergio Leone', 'Actors': 'Robert De Niro, James Woods, Elizabeth McGovern', 'IMDb Rating': '8.3', 'BoxOffice': '$5,321,508'}, {'Title': 'Full Metal Jacket', 'Year': '1987', 'Genre': 'Drama, War', 'Director': 'Stanley Kubrick', 'Actors': "Matthew Modine, R. Lee Ermey, Vincent D'Onofrio", 'IMDb Rating': '8.3', 'BoxOffice': '$46,357,676'}, {'Title': 'The Sting', 'Year': '1973', 'Genre': 'Comedy, Crime, Drama', 'Director': 'George Roy Hill', 'Actors': 'Paul Newman, Robert Redford, Robert Shaw', 'IMDb Rating': '8.3', 'BoxOffice': '$156,000,000'}, {'Title': 'Taxi Driver', 'Year': '1976', 'Genre': 'Crime, Drama', 'Director': 'Martin Scorsese', 'Actors': 'Robert De Niro, Jodie Foster, Cybill Shepherd', 'IMDb Rating': '8.2', 'BoxOffice': '$28,262,574'}, {'Title': 'Ran', 'Year': '1985', 'Genre': 'Action, Drama, War', 'Director': 'Akira Kurosawa', 'Actors': 'Tatsuya Nakadai, Akira Terao, Jinpachi Nezu', 'IMDb Rating': '8.2', 'BoxOffice': '$4,135,750'}, {'Title': 'Amadeus', 'Year': '1984', 'Genre': 'Biography, Drama, Music', 'Director': 'Milos Forman', 'Actors': 'F. 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Robinson', 'IMDb Rating': '8.3', 'BoxOffice': 'N/A'}, {'Title': "Singin' in the Rain", 'Year': '1952', 'Genre': 'Comedy, Musical, Romance', 'Director': 'Stanley Donen, Gene Kelly', 'Actors': "Gene Kelly, Donald O'Connor, Debbie Reynolds", 'IMDb Rating': '8.3', 'BoxOffice': '$1,884,537'}, {'Title': 'The Apartment', 'Year': '1960', 'Genre': 'Comedy, Drama, Romance', 'Director': 'Billy Wilder', 'Actors': 'Jack Lemmon, Shirley MacLaine, Fred MacMurray', 'IMDb Rating': '8.3', 'BoxOffice': '$18,600,000'}, {'Title': 'The Kid', 'Year': '1921', 'Genre': 'Comedy, Drama, Family', 'Director': 'Charles Chaplin', 'Actors': 'Charles Chaplin, Edna Purviance, Jackie Coogan', 'IMDb Rating': '8.2', 'BoxOffice': 'N/A'}, {'Title': 'Braveheart', 'Year': '1995', 'Genre': 'Biography, Drama, War', 'Director': 'Mel Gibson', 'Actors': 'Mel Gibson, Sophie Marceau, Patrick McGoohan', 'IMDb Rating': '8.3', 'BoxOffice': '$75,609,945'}, {'Title': 'Requiem for a Dream', 'Year': '2000', 'Genre': 'Drama', 'Director': 'Darren Aronofsky', 'Actors': 'Ellen Burstyn, Jared Leto, Jennifer Connelly', 'IMDb Rating': '8.3', 'BoxOffice': '$3,635,482'}, {'Title': 'Eternal Sunshine of the Spotless Mind', 'Year': '2004', 'Genre': 'Drama, Romance, Sci-Fi', 'Director': 'Michel Gondry', 'Actors': 'Jim Carrey, Kate Winslet, Tom Wilkinson', 'IMDb Rating': '8.3', 'BoxOffice': '$34,400,301'}, {'Title': 'Coco', 'Year': '2017', 'Genre': 'Animation, Adventure, Drama', 'Director': 'Lee Unkrich, Adrian Molina', 'Actors': 'Anthony Gonzalez, Gael García Bernal, Benjamin Bratt', 'IMDb Rating': '8.4', 'BoxOffice': '$210,460,015'}, {'Title': 'The Dark Knight Rises', 'Year': '2012', 'Genre': 'Action, Drama, Thriller', 'Director': 'Christopher Nolan', 'Actors': 'Christian Bale, Tom Hardy, Anne Hathaway', 'IMDb Rating': '8.4', 'BoxOffice': '$448,149,584'}, {'Title': 'A Clockwork Orange', 'Year': '1971', 'Genre': 'Crime, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Malcolm McDowell, Patrick Magee, Michael Bates', 'IMDb Rating': '8.3', 'BoxOffice': '$26,617,553'}, {'Title': '2001: A Space Odyssey', 'Year': '1968', 'Genre': 'Adventure, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Keir Dullea, Gary Lockwood, William Sylvester', 'IMDb Rating': '8.3', 'BoxOffice': '$60,481,243'}, {'Title': 'Chinatown', 'Year': '1974', 'Genre': 'Drama, Mystery, Thriller', 'Director': 'Roman Polanski', 'Actors': 'Jack Nicholson, Faye Dunaway, John Huston', 'IMDb Rating': '8.1', 'BoxOffice': '$29,200,000'}, {'Title': 'Monty Python and the Holy Grail', 'Year': '1975', 'Genre': 'Adventure, Comedy, Fantasy', 'Director': 'Terry Gilliam, Terry Jones', 'Actors': 'Graham Chapman, John Cleese, Eric Idle', 'IMDb Rating': '8.2', 'BoxOffice': '$2,562,392'}, {'Title': 'Bicycle Thieves', 'Year': '1948', 'Genre': 'Drama', 'Director': 'Vittorio De Sica', 'Actors': 'Lamberto Maggiorani, Enzo Staiola, Lianella Carell', 'IMDb Rating': '8.3', 'BoxOffice': '$371,111'}, {'Title': 'The Seventh Seal', 'Year': '1957', 'Genre': 'Drama, Fantasy', 'Director': 'Ingmar Bergman', 'Actors': 'Max von Sydow, Gunnar Björnstrand, Bengt Ekerot', 'IMDb Rating': '8.1', 'BoxOffice': 'N/A'}, {'Title': 'Ikiru', 'Year': '1952', 'Genre': 'Drama', 'Director': 'Akira Kurosawa', 'Actors': "Takashi Shimura, Nobuo Kaneko, Shin'ichi Himori", 'IMDb Rating': '8.3', 'BoxOffice': '$60,239'}, {'Title': 'Touch of Evil', 'Year': '1958', 'Genre': 'Crime, Drama, Film-Noir', 'Director': 'Orson Welles', 'Actors': 'Charlton Heston, Orson Welles, Janet Leigh', 'IMDb Rating': '8.0', 'BoxOffice': '$2,247,465'}, {'Title': 'Mr. Smith Goes to Washington', 'Year': '1939', 'Genre': 'Comedy, Drama', 'Director': 'Frank Capra', 'Actors': 'James Stewart, Jean Arthur, Claude Rains', 'IMDb Rating': '8.1', 'BoxOffice': '$144,738'}, {'Title': 'To Kill a Mockingbird', 'Year': '1962', 'Genre': 'Crime, Drama', 'Director': 'Robert Mulligan', 'Actors': 'Gregory Peck, John Megna, Frank Overton', 'IMDb Rating': '8.3', 'BoxOffice': '$592,237'}, {'Title': 'Star Wars: Episode VI - Return of the Jedi', 'Year': '1983', 'Genre': 'Action, Adventure, Fantasy', 'Director': 'Richard Marquand', 'Actors': 'Mark Hamill, Harrison Ford, Carrie Fisher', 'IMDb Rating': '8.3', 'BoxOffice': '$316,566,101'}, {'Title': 'Blade Runner', 'Year': '1982', 'Genre': 'Action, Drama, Sci-Fi', 'Director': 'Ridley Scott', 'Actors': 'Harrison Ford, Rutger Hauer, Sean Young', 'IMDb Rating': '8.1', 'BoxOffice': '$32,914,489'}, {'Title': 'Once Upon a Time in America', 'Year': '1984', 'Genre': 'Crime, Drama', 'Director': 'Sergio Leone', 'Actors': 'Robert De Niro, James Woods, Elizabeth McGovern', 'IMDb Rating': '8.3', 'BoxOffice': '$5,321,508'}, {'Title': 'Aliens', 'Year': '1986', 'Genre': 'Action, Adventure, Sci-Fi', 'Director': 'James Cameron', 'Actors': 'Sigourney Weaver, Michael Biehn, Carrie Henn', 'IMDb Rating': '8.4', 'BoxOffice': '$85,160,248'}, {'Title': 'Full Metal Jacket', 'Year': '1987', 'Genre': 'Drama, War', 'Director': 'Stanley Kubrick', 'Actors': "Matthew Modine, R. Lee Ermey, Vincent D'Onofrio", 'IMDb Rating': '8.3', 'BoxOffice': '$46,357,676'}, {'Title': 'The Sting', 'Year': '1973', 'Genre': 'Comedy, Crime, Drama', 'Director': 'George Roy Hill', 'Actors': 'Paul Newman, Robert Redford, Robert Shaw', 'IMDb Rating': '8.3', 'BoxOffice': '$156,000,000'}, {'Title': 'Taxi Driver', 'Year': '1976', 'Genre': 'Crime, Drama', 'Director': 'Martin Scorsese', 'Actors': 'Robert De Niro, Jodie Foster, Cybill Shepherd', 'IMDb Rating': '8.2', 'BoxOffice': '$28,262,574'}, {'Title': 'Ran', 'Year': '1985', 'Genre': 'Action, Drama, War', 'Director': 'Akira Kurosawa', 'Actors': 'Tatsuya Nakadai, Akira Terao, Jinpachi Nezu', 'IMDb Rating': '8.2', 'BoxOffice': '$4,135,750'}, {'Title': 'Amadeus', 'Year': '1984', 'Genre': 'Biography, Drama, Music', 'Director': 'Milos Forman', 'Actors': 'F. 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Robinson', 'IMDb Rating': '8.3', 'BoxOffice': 'N/A'}, {'Title': "Singin' in the Rain", 'Year': '1952', 'Genre': 'Comedy, Musical, Romance', 'Director': 'Stanley Donen, Gene Kelly', 'Actors': "Gene Kelly, Donald O'Connor, Debbie Reynolds", 'IMDb Rating': '8.3', 'BoxOffice': '$1,884,537'}, {'Title': 'The Apartment', 'Year': '1960', 'Genre': 'Comedy, Drama, Romance', 'Director': 'Billy Wilder', 'Actors': 'Jack Lemmon, Shirley MacLaine, Fred MacMurray', 'IMDb Rating': '8.3', 'BoxOffice': '$18,600,000'}, {'Title': 'The Kid', 'Year': '1921', 'Genre': 'Comedy, Drama, Family', 'Director': 'Charles Chaplin', 'Actors': 'Charles Chaplin, Edna Purviance, Jackie Coogan', 'IMDb Rating': '8.2', 'BoxOffice': 'N/A'}, {'Title': 'Braveheart', 'Year': '1995', 'Genre': 'Biography, Drama, War', 'Director': 'Mel Gibson', 'Actors': 'Mel Gibson, Sophie Marceau, Patrick McGoohan', 'IMDb Rating': '8.3', 'BoxOffice': '$75,609,945'}, {'Title': 'Requiem for a Dream', 'Year': '2000', 'Genre': 'Drama', 'Director': 'Darren Aronofsky', 'Actors': 'Ellen Burstyn, Jared Leto, Jennifer Connelly', 'IMDb Rating': '8.3', 'BoxOffice': '$3,635,482'}, {'Title': 'Eternal Sunshine of the Spotless Mind', 'Year': '2004', 'Genre': 'Drama, Romance, Sci-Fi', 'Director': 'Michel Gondry', 'Actors': 'Jim Carrey, Kate Winslet, Tom Wilkinson', 'IMDb Rating': '8.3', 'BoxOffice': '$34,400,301'}, {'Title': 'Coco', 'Year': '2017', 'Genre': 'Animation, Adventure, Drama', 'Director': 'Lee Unkrich, Adrian Molina', 'Actors': 'Anthony Gonzalez, Gael García Bernal, Benjamin Bratt', 'IMDb Rating': '8.4', 'BoxOffice': '$210,460,015'}, {'Title': 'The Dark Knight Rises', 'Year': '2012', 'Genre': 'Action, Drama, Thriller', 'Director': 'Christopher Nolan', 'Actors': 'Christian Bale, Tom Hardy, Anne Hathaway', 'IMDb Rating': '8.4', 'BoxOffice': '$448,149,584'}, {'Title': 'A Clockwork Orange', 'Year': '1971', 'Genre': 'Crime, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Malcolm McDowell, Patrick Magee, Michael Bates', 'IMDb Rating': '8.3', 'BoxOffice': '$26,617,553'}, {'Title': '2001: A Space Odyssey', 'Year': '1968', 'Genre': 'Adventure, Sci-Fi', 'Director': 'Stanley Kubrick', 'Actors': 'Keir Dullea, Gary Lockwood, William Sylvester', 'IMDb Rating': '8.3', 'BoxOffice': '$60,481,243'}, {'Title': 'Chinatown', 'Year': '1974', 'Genre': 'Drama, Mystery, Thriller', 'Director': 'Roman Polanski', 'Actors': 'Jack Nicholson, Faye Dunaway, John Huston', 'IMDb Rating': '8.1', 'BoxOffice': '$29,200,000'}, {'Title': 'Monty Python and the Holy Grail', 'Year': '1975', 'Genre': 'Adventure, Comedy, Fantasy', 'Director': 'Terry Gilliam, Terry Jones', 'Actors': 'Graham Chapman, John Cleese, Eric Idle', 'IMDb Rating': '8.2', 'BoxOffice': '$2,562,392'}, {'Title': 'Bicycle Thieves', 'Year': '1948', 'Genre': 'Drama', 'Director': 'Vittorio De Sica', 'Actors': 'Lamberto Maggiorani, Enzo Staiola, Lianella Carell', 'IMDb Rating': '8.3', 'BoxOffice': '$371,111'}, {'Title': 'The Seventh Seal', 'Year': '1957', 'Genre': 'Drama, Fantasy', 'Director': 'Ingmar Bergman', 'Actors': 'Max von Sydow, Gunnar Björnstrand, Bengt Ekerot', 'IMDb Rating': '8.1', 'BoxOffice': 'N/A'}, {'Title': 'Ikiru', 'Year': '1952', 'Genre': 'Drama', 'Director': 'Akira Kurosawa', 'Actors': "Takashi Shimura, Nobuo Kaneko, Shin'ichi Himori", 'IMDb Rating': '8.3', 'BoxOffice': '$60,239'}, {'Title': 'Touch of Evil', 'Year': '1958', 'Genre': 'Crime, Drama, Film-Noir', 'Director': 'Orson Welles', 'Actors': 'Charlton Heston, Orson Welles, Janet Leigh', 'IMDb Rating': '8.0', 'BoxOffice': '$2,247,465'}, {'Title': 'Mr. Smith Goes to Washington', 'Year': '1939', 'Genre': 'Comedy, Drama', 'Director': 'Frank Capra', 'Actors': 'James Stewart, Jean Arthur, Claude Rains', 'IMDb Rating': '8.1', 'BoxOffice': '$144,738'}, {'Title': 'To Kill a Mockingbird', 'Year': '1962', 'Genre': 'Crime, Drama', 'Director': 'Robert Mulligan', 'Actors': 'Gregory Peck, John Megna, Frank Overton', 'IMDb Rating': '8.3', 'BoxOffice': '$592,237'}, {'Title': 'Star Wars: Episode VI - Return of the Jedi', 'Year': '1983', 'Genre': 'Action, Adventure, Fantasy', 'Director': 'Richard Marquand', 'Actors': 'Mark Hamill, Harrison Ford, Carrie Fisher', 'IMDb Rating': '8.3', 'BoxOffice': '$316,566,101'}, {'Title': 'Blade Runner', 'Year': '1982', 'Genre': 'Action, Drama, Sci-Fi', 'Director': 'Ridley Scott', 'Actors': 'Harrison Ford, Rutger Hauer, Sean Young', 'IMDb Rating': '8.1', 'BoxOffice': '$32,914,489'}, {'Title': 'Once Upon a Time in America', 'Year': '1984', 'Genre': 'Crime, Drama', 'Director': 'Sergio Leone', 'Actors': 'Robert De Niro, James Woods, Elizabeth McGovern', 'IMDb Rating': '8.3', 'BoxOffice': '$5,321,508'}, {'Title': 'Aliens', 'Year': '1986', 'Genre': 'Action, Adventure, Sci-Fi', 'Director': 'James Cameron', 'Actors': 'Sigourney Weaver, Michael Biehn, Carrie Henn', 'IMDb Rating': '8.4', 'BoxOffice': '$85,160,248'}, {'Title': 'Full Metal Jacket', 'Year': '1987', 'Genre': 'Drama, War', 'Director': 'Stanley Kubrick', 'Actors': "Matthew Modine, R. 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Cobb, Martin Balsam', 'IMDb Rating': '9.0', 'BoxOffice': 'N/A'}, {'Title': "Schindler's List", 'Year': '1993', 'Genre': 'Biography, Drama, History', 'Director': 'Steven Spielberg', 'Actors': 'Liam Neeson, Ralph Fiennes, Ben Kingsley', 'IMDb Rating': '9.0', 'BoxOffice': '$96,898,818'}, {'Title': 'The Lord of the Rings: The Return of the King', 'Year': '2003', 'Genre': 'Action, Adventure, Drama', 'Director': 'Peter Jackson', 'Actors': 'Elijah Wood, Viggo Mortensen, Ian McKellen', 'IMDb Rating': '9.0', 'BoxOffice': '$379,427,292'}, {'Title': 'Pulp Fiction', 'Year': '1994', 'Genre': 'Crime, Drama', 'Director': 'Quentin Tarantino', 'Actors': 'John Travolta, Uma Thurman, Samuel L. Jackson', 'IMDb Rating': '8.9', 'BoxOffice': '$107,928,762'}, {'Title': 'The Good, the Bad and the Ugly', 'Year': '1966', 'Genre': 'Adventure, Western', 'Director': 'Sergio Leone', 'Actors': 'Clint Eastwood, Eli Wallach, Lee Van Cleef', 'IMDb Rating': '8.8', 'BoxOffice': '$25,100,000'}, {'Title': 'Fight Club', 'Year': '1999', 'Genre': 'Drama', 'Director': 'David Fincher', 'Actors': 'Brad Pitt, Edward Norton, Meat Loaf', 'IMDb Rating': '8.8', 'BoxOffice': '$37,030,102'}, {'Title': 'The Lord of the Rings: The Fellowship of the Ring', 'Year': '2001', 'Genre': 'Action, Adventure, Drama', 'Director': 'Peter Jackson', 'Actors': 'Elijah Wood, Ian McKellen, Orlando Bloom', 'IMDb Rating': '8.9', 'BoxOffice': '$316,115,420'}, {'Title': 'Star Wars: Episode V - The Empire Strikes Back', 'Year': '1980', 'Genre': 'Action, Adventure, Fantasy', 'Director': 'Irvin Kershner', 'Actors': 'Mark Hamill, Harrison Ford, Carrie Fisher', 'IMDb Rating': '8.7', 'BoxOffice': '$292,753,960'}, {'Title': 'Forrest Gump', 'Year': '1994', 'Genre': 'Drama, Romance', 'Director': 'Robert Zemeckis', 'Actors': 'Tom Hanks, Robin Wright, Gary Sinise', 'IMDb Rating': '8.8', 'BoxOffice': '$330,455,270'}, {'Title': 'Inception', 'Year': '2010', 'Genre': 'Action, Adventure, Sci-Fi', 'Director': 'Christopher Nolan', 'Actors': 'Leonardo DiCaprio, Joseph Gordon-Levitt, Elliot Page', 'IMDb Rating': '8.8', 'BoxOffice': '$292,587,330'}, {'Title': 'The Lord of the Rings: The Two Towers', 'Year': '2002', 'Genre': 'Action, Adventure, Drama', 'Director': 'Peter Jackson', 'Actors': 'Elijah Wood, Ian McKellen, Viggo Mortensen', 'IMDb Rating': '8.8', 'BoxOffice': '$342,952,511'}, {'Title': "One Flew Over the Cuckoo's Nest", 'Year': '1975', 'Genre': 'Drama', 'Director': 'Milos Forman', 'Actors': 'Jack Nicholson, Louise Fletcher, Michael Berryman', 'IMDb Rating': '8.7', 'BoxOffice': '$108,981,275'}, {'Title': 'Goodfellas', 'Year': '1990', 'Genre': 'Biography, Crime, Drama', 'Director': 'Martin Scorsese', 'Actors': 'Robert De Niro, Ray Liotta, Joe Pesci', 'IMDb Rating': '8.7', 'BoxOffice': '$46,909,721'}, {'Title': 'The Matrix', 'Year': '1999', 'Genre': 'Action, Sci-Fi', 'Director': 'Lana Wachowski, Lilly Wachowski', 'Actors': 'Keanu Reeves, Laurence Fishburne, Carrie-Anne Moss', 'IMDb Rating': '8.7', 'BoxOffice': '$172,076,928'}, {'Title': 'Seven Samurai', 'Year': '1954', 'Genre': 'Action, Drama', 'Director': 'Akira Kurosawa', 'Actors': 'Toshirô Mifune, Takashi Shimura, Keiko Tsushima', 'IMDb Rating': '8.6', 'BoxOffice': '$318,649'}, {'Title': 'Star Wars: Episode IV - A New Hope', 'Year': '1977', 'Genre': 'Action, Adventure, Fantasy', 'Director': 'George Lucas', 'Actors': 'Mark Hamill, Harrison Ford, Carrie Fisher', 'IMDb Rating': '8.6', 'BoxOffice': '$460,998,507'}, {'Title': 'City of God', 'Year': '2002', 'Genre': 'Crime, Drama', 'Director': 'Fernando Meirelles, Kátia Lund', 'Actors': 'Alexandre Rodrigues, Leandro Firmino, Matheus Nachtergaele', 'IMDb Rating': '8.6', 'BoxOffice': '$7,564,459'}, {'Title': 'Se7en', 'Year': '1995', 'Genre': 'Crime, Drama, Mystery', 'Director': 'David Fincher', 'Actors': 'Morgan Freeman, Brad Pitt, Kevin Spacey', 'IMDb Rating': '8.6', 'BoxOffice': '$100,125,643'}, {'Title': 'The Silence of the Lambs', 'Year': '1991', 'Genre': 'Crime, Drama, Thriller', 'Director': 'Jonathan Demme', 'Actors': 'Jodie Foster, Anthony Hopkins, Scott Glenn', 'IMDb Rating': '8.6', 'BoxOffice': '$130,742,922'}, {'Title': "It's a Wonderful Life", 'Year': '1946', 'Genre': 'Drama, Family, Fantasy', 'Director': 'Frank Capra', 'Actors': 'James Stewart, Donna Reed, Lionel Barrymore', 'IMDb Rating': '8.6', 'BoxOffice': '$1,483,643'}, {'Title': 'The Usual Suspects', 'Year': '1995', 'Genre': 'Crime, Drama, Mystery', 'Director': 'Bryan Singer', 'Actors': 'Kevin Spacey, Gabriel Byrne, Chazz Palminteri', 'IMDb Rating': '8.5', 'BoxOffice': '$23,341,568'}, {'Title': 'Life Is Beautiful', 'Year': '1997', 'Genre': 'Comedy, Drama, Romance', 'Director': 'Roberto Benigni', 'Actors': 'Roberto Benigni, Nicoletta Braschi, Giorgio Cantarini', 'IMDb Rating': '8.6', 'BoxOffice': '$57,563,264'}, {'Title': 'Léon: The Professional', 'Year': '1994', 'Genre': 'Action, Crime, Drama', 'Director': 'Luc Besson', 'Actors': 'Jean Reno, Gary Oldman, Natalie Portman', 'IMDb Rating': '8.5', 'BoxOffice': '$19,501,238'}, {'Title': 'Spirited Away', 'Year': '2001', 'Genre': 'Animation, Adventure, Family', 'Director': 'Hayao Miyazaki', 'Actors': 'Daveigh Chase, Suzanne Pleshette, Miyu Irino', 'IMDb Rating': '8.6', 'BoxOffice': '$15,205,725'}, {'Title': 'Saving Private Ryan', 'Year': '1998', 'Genre': 'Drama, War', 'Director': 'Steven Spielberg', 'Actors': 'Tom Hanks, Matt Damon, Tom Sizemore', 'IMDb Rating': '8.6', 'BoxOffice': '$217,049,603'}, {'Title': 'The Green Mile', 'Year': '1999', 'Genre': 'Crime, Drama, Fantasy', 'Director': 'Frank Darabont', 'Actors': 'Tom Hanks, Michael Clarke Duncan, David Morse', 'IMDb Rating': '8.6', 'BoxOffice': '$136,801,374'}, {'Title': 'Interstellar', 'Year': '2014', 'Genre': 'Adventure, Drama, Sci-Fi', 'Director': 'Christopher Nolan', 'Actors': 'Matthew McConaughey, Anne Hathaway, Jessica Chastain', 'IMDb Rating': '8.7', 'BoxOffice': '$188,020,017'}, {'Title': 'Psycho', 'Year': '1960', 'Genre': 'Horror, Mystery, Thriller', 'Director': 'Alfred Hitchcock', 'Actors': 'Anthony Perkins, Janet Leigh, Vera Miles', 'IMDb Rating': '8.5', 'BoxOffice': '$32,000,000'}, {'Title': 'American History X', 'Year': '1998', 'Genre': 'Crime, Drama', 'Director': 'Tony Kaye', 'Actors': "Edward Norton, Edward Furlong, Beverly D'Angelo", 'IMDb Rating': '8.5', 'BoxOffice': '$6,719,864'}, {'Title': 'City Lights', 'Year': '1931', 'Genre': 'Comedy, Drama, Romance', 'Director': 'Charles Chaplin', 'Actors': 'Charles Chaplin, Virginia Cherrill, Florence Lee', 'IMDb Rating': '8.5', 'BoxOffice': '$19,181'}, {'Title': 'Casablanca', 'Year': '1942', 'Genre': 'Drama, Romance, War', 'Director': 'Michael Curtiz', 'Actors': 'Humphrey Bogart, Ingrid Bergman, Paul Henreid', 'IMDb Rating': '8.5', 'BoxOffice': '$4,219,709'}, {'Title': 'The Pianist', 'Year': '2002', 'Genre': 'Biography, Drama, Music', 'Director': 'Roman Polanski', 'Actors': 'Adrien Brody, Thomas Kretschmann, Frank Finlay', 'IMDb Rating': '8.5', 'BoxOffice': '$32,588,440'}, {'Title': 'Gladiator', 'Year': '2000', 'Genre': 'Action, Adventure, Drama', 'Director': 'Ridley Scott', 'Actors': 'Russell Crowe, Joaquin Phoenix, Connie Nielsen', 'IMDb Rating': '8.5', 'BoxOffice': '$187,705,427'}, {'Title': 'Modern Times', 'Year': '1936', 'Genre': 'Comedy, Drama, Romance', 'Director': 'Charles Chaplin', 'Actors': 'Charles Chaplin, Paulette Goddard, Henry Bergman', 'IMDb Rating': '8.5', 'BoxOffice': '$163,577'}, {'Title': 'The Intouchables', 'Year': '2011', 'Genre': 'Comedy, Drama', 'Director': 'Olivier Nakache, Éric Toledano', 'Actors': 'François Cluzet, Omar Sy, Anne Le Ny', 'IMDb Rating': '8.5', 'BoxOffice': '$10,198,820'}, {'Title': 'The Departed', 'Year': '2006', 'Genre': 'Crime, Drama, Thriller', 'Director': 'Martin Scorsese', 'Actors': 'Leonardo DiCaprio, Matt Damon, Jack Nicholson', 'IMDb Rating': '8.5', 'BoxOffice': '$132,399,394'}, {'Title': 'Whiplash', 'Year': '2014', 'Genre': 'Drama, Music', 'Director': 'Damien Chazelle', 'Actors': 'Miles Teller, J.K. Simmons, Melissa Benoist', 'IMDb Rating': '8.5', 'BoxOffice': '$13,092,000'}, {'Title': 'The Prestige', 'Year': '2006', 'Genre': 'Drama, Mystery, Sci-Fi', 'Director': 'Christopher Nolan', 'Actors': 'Christian Bale, Hugh Jackman, Scarlett Johansson', 'IMDb Rating': '8.5', 'BoxOffice': '$53,089,891'}]



# 데이터프레임 생성
df = pd.DataFrame(data)

# 박스 오피스 수익에서 '$'와 ',' 제거 및 'N/A' 처리
df['BoxOffice'] = df['BoxOffice'].replace({'\$': '', ',': '', 'N/A': None}, regex=True)


# 박스 오피스 수익을 float 타입으로 변환
df['BoxOffice'] = pd.to_numeric(df['BoxOffice'], errors='coerce')

# IMDb 평점을 float 타입으로 변환
df['IMDb Rating'] = pd.to_numeric(df['IMDb Rating'], errors='coerce')


# 기초 통계량 및 상관 계수 출력
print(df.describe())
correlation = df['IMDb Rating'].corr(df['BoxOffice'])
print(f"Correlation between IMDb Rating and Box Office Revenue: {correlation}")

# 데이터 시각화
plt.figure(figsize=(10, 6))
sns.scatterplot(x='IMDb Rating', y='BoxOffice', data=df)
plt.title('Relationship Between IMDb Rating and Box Office Revenue')
plt.xlabel('IMDb Rating')
plt.ylabel('Box Office Revenue (in $)')
plt.grid(True)
plt.show()