From fc77bbf42d36325540aecb50ea7f4571f61419cf Mon Sep 17 00:00:00 2001 From: brooke Date: Tue, 30 May 2023 16:52:08 -0400 Subject: [PATCH] still broken --- big-sort.go | 108 +++---- failed.csv | 0 fix-movie-list/fix-em.go | 11 +- fix-movie-list/movies.csv | 12 +- movies.csv | 631 ++++++++++++++++++++++---------------- 5 files changed, 429 insertions(+), 333 deletions(-) delete mode 100644 failed.csv diff --git a/big-sort.go b/big-sort.go index db43031..46e7c0e 100644 --- a/big-sort.go +++ b/big-sort.go @@ -5,11 +5,11 @@ import ( "encoding/csv" "encoding/json" "fmt" + "io" "net/http" "net/url" "os" "strings" - "time" ) type Movie struct { @@ -42,7 +42,6 @@ func main() { fmt.Println("Enter the TMDB API Key:") apiKey := getInput() - // Open output CSV file outputFileName := "movies.csv" outputFile, err := os.Create(outputFileName) if err != nil { @@ -52,13 +51,10 @@ func main() { defer outputFile.Close() writer := csv.NewWriter(outputFile) - writer.UseCRLF = true - writer.Comma = ',' defer writer.Flush() processFile(inputFileName, apiKey, writer) - // Check failed.csv checkFailedCsv(apiKey, writer) } @@ -69,7 +65,6 @@ func getInput() string { } func processFile(inputFileName, apiKey string, writer *csv.Writer) { - // Open the file file, err := os.Open(inputFileName) if err != nil { fmt.Printf("Error opening file: %v\n", err) @@ -77,44 +72,21 @@ func processFile(inputFileName, apiKey string, writer *csv.Writer) { } defer file.Close() - // Open failed.csv - failedFileName := "failed.csv" - failedFile, err := os.Create(failedFileName) - if err != nil { - fmt.Printf("Error creating failed.csv: %v\n", err) - return - } - defer failedFile.Close() - - failedWriter := csv.NewWriter(failedFile) - failedWriter.UseCRLF = true - failedWriter.Comma = ',' - defer failedWriter.Flush() - scanner := bufio.NewScanner(file) - - requests := time.Tick(time.Millisecond * 20) // Limit requests to 50 per second - for scanner.Scan() { - <-requests // Wait until we are allowed to perform a request movie := scanner.Text() - movie = strings.Trim(movie, "\"") // Remove surrounding quotes title, year, err := parseMovieTitleYear(movie) if err != nil { fmt.Printf("Failed to parse movie: %s, Error: %v\n", movie, err) - _ = failedWriter.Write([]string{title, year}) - failedWriter.Flush() // Immediately write the failed record to the file continue } fmt.Printf("Searching for movie: %s\n", movie) popularity, err := getMovieData(title, year, apiKey) if err != nil { fmt.Printf("Failed to get data for movie: %s, Error: %v\n", movie, err) - _ = failedWriter.Write([]string{title, year}) - failedWriter.Flush() // Immediately write the failed record to the file continue } - record := []string{title, year, fmt.Sprintf("%f", popularity)} + record := []string{fmt.Sprintf("%q", title), year, fmt.Sprintf("%f", popularity)} _ = writer.Write(record) fmt.Printf("Movie: %s, Popularity: %f\n", movie, popularity) } @@ -126,62 +98,66 @@ func parseMovieTitleYear(movie string) (string, string, error) { return "", "", fmt.Errorf("invalid movie format: %s", movie) } title := parts[0] - year := parts[1] + year := strings.TrimSpace(parts[1]) return title, year, nil } func getMovieData(title, year, apiKey string) (float64, error) { - // url encode the title - encodedTitle := url.QueryEscape(title) + title = url.QueryEscape(title) + url := fmt.Sprintf("https://api.themoviedb.org/3/search/movie?api_key=%s&query=%s&year=%s", apiKey, title, year) - url := fmt.Sprintf("https://api.themoviedb.org/3/search/movie?include_adult=false&language=en-US&year=%s&page=1&query=%s", year, encodedTitle) - - req, _ := http.NewRequest("GET", url, nil) - req.Header.Add("Authorization", "Bearer "+apiKey) - req.Header.Add("accept", "application/json") - - res, err := http.DefaultClient.Do(req) - if err != nil || res == nil { - return 0, fmt.Errorf("failed to make request: %v", err) + resp, err := http.Get(url) + if err != nil { + return 0, fmt.Errorf("failed to send request to TMDB: %w", err) } + defer resp.Body.Close() - if res.StatusCode != 200 { - return 0, fmt.Errorf("received non-200 response: %d", res.StatusCode) + if resp.StatusCode != http.StatusOK { + body, _ := io.ReadAll(resp.Body) + fmt.Printf("Failed request: URL: %s, Status Code: %d, Response: %s\n", url, resp.StatusCode, string(body)) + return 0, fmt.Errorf("failed request with status code: %d", resp.StatusCode) } - defer res.Body.Close() - var response Response - if err := json.NewDecoder(res.Body).Decode(&response); err != nil { - return 0, fmt.Errorf("failed to decode response: %v", err) + err = json.NewDecoder(resp.Body).Decode(&response) + if err != nil { + return 0, fmt.Errorf("failed to decode response from TMDB: %w", err) } if len(response.Results) == 0 { + fmt.Printf("No results found for: URL: %s\n", url) return 0, fmt.Errorf("no results found") } + return response.Results[0].Popularity, nil } func checkFailedCsv(apiKey string, writer *csv.Writer) { - for { - fmt.Println("Do you want to check failed.csv and retry fetching data for failed movies? (Y/n)") - retry := getInput() - if strings.EqualFold(retry, "n") { - break - } - if retry == "" || strings.EqualFold(retry, "y") { - fmt.Println("Processing failed.csv...") - // Recreate failed.csv for the next run - failedFileName := "failed.csv" - failedFile, err := os.Create(failedFileName) - if err != nil { - fmt.Printf("Error creating failed.csv: %v\n", err) - return - } - failedFile.Close() + failedFile, err := os.Open("failed.csv") + if err != nil { + fmt.Printf("Error opening failed.csv: %v\n", err) + return + } + defer failedFile.Close() - // Process the old failed.csv - processFile(failedFileName, apiKey, writer) + scanner := bufio.NewScanner(failedFile) + for scanner.Scan() { + movie := scanner.Text() + title, year, err := parseMovieTitleYear(movie) + if err != nil { + fmt.Printf("Failed to parse movie from failed.csv: %s, Error: %v\n", movie, err) + continue + } + popularity, err := getMovieData(title, year, apiKey) + if err == nil { + record := []string{fmt.Sprintf("%q", title), year, fmt.Sprintf("%f", popularity)} + _ = writer.Write(record) + fmt.Printf("Retrieved previously failed movie: %s, Popularity: %f\n", movie, popularity) } } + + err = os.Remove("failed.csv") + if err != nil { + fmt.Printf("Error deleting failed.csv: %v\n", err) + } } diff --git a/failed.csv b/failed.csv deleted file mode 100644 index e69de29..0000000 diff --git a/fix-movie-list/fix-em.go b/fix-movie-list/fix-em.go index 6f00683..d3efafc 100644 --- a/fix-movie-list/fix-em.go +++ b/fix-movie-list/fix-em.go @@ -10,8 +10,15 @@ import ( ) func main() { + fmt.Println("Enter the name of the input file:") + var inputFileName string + _, err := fmt.Scanln(&inputFileName) + if err != nil { + panic(err) + } + // Open input file - file, err := os.Open("movie-list.txt") + file, err := os.Open(inputFileName) if err != nil { panic(err) } @@ -49,7 +56,7 @@ func main() { // Adjust movie title format if article != "" { - movieTitle = fmt.Sprintf("%s %s", article, movieTitle) + movieTitle = fmt.Sprintf("%s %s", article, movieTitle) // Removed the comma here } // Output fixed movie title and year to terminal diff --git a/fix-movie-list/movies.csv b/fix-movie-list/movies.csv index 3923013..494b1f2 100644 --- a/fix-movie-list/movies.csv +++ b/fix-movie-list/movies.csv @@ -3,7 +3,7 @@ The 25th Hour,2002 9-1/2 Weeks,1986 About a Boy,2002 -The Adventures of Priscilla, Queen of the Desert,1994 +"The Adventures of Priscilla, Queen of the Desert",1994 Affliction,1998 Alien,1979 Alien Dreamtime,2003 @@ -67,7 +67,7 @@ The Color Purple,1985 Commen Threads: Stories from the AIDS Quilt,1989 Compleat Beatles,1982 The Contender,2000 -The Cook, the Thief, His Wife & Her Lover,1989 +"The Cook, the Thief, His Wife & Her Lover",1989 Cookie's Fortune,1999 Cradle Will Rock,1999 Crash,1996 @@ -98,7 +98,7 @@ Everything Relative,1996 Exotica,1995 The Eyes of Tammy Faye,1999 Faithful,1996 -The Favor, the Watch, & the Very Big Fish,1991 +"The Favor, the Watch, & the Very Big Fish",1991 Felicia's Journey,1999 Fiddler on the Roof,1971 Field of Dreams,1989 @@ -133,7 +133,7 @@ Harold & Maude,1971 He Got Game,1998 Heaven,2002 Henry V,1989 -Hi, Mom!,1970 +"Hi, Mom!",1970 The Hi-Lo Country,1998 Hidden in Plain Sight,2003 High Art,1998 @@ -255,7 +255,7 @@ Pecker,1998 The Perfect Storm,2000 A Perfect World,1993 Personal Best,1982 -Planes, Trains & Automobiles,1987 +"Planes, Trains & Automobiles",1987 Platoon,1988 The Player,1992 Pleasantville,1998 @@ -292,7 +292,7 @@ Rope,1948 Rosewood,1997 Rounders,1998 Roxanne,1987 -Run, Lola, Run,1999 +"Run, Lola, Run",1999 Satyricon,1969 Savior,1997 Schindler's List,1993 diff --git a/movies.csv b/movies.csv index f6d0241..b98c2ac 100644 --- a/movies.csv +++ b/movies.csv @@ -1,259 +1,372 @@ -2 Seconds,1998,0.810000 -2001: A Space Odyssey,1968,39.092000 -9-1/2 Weeks,1986,19.928000 -About a Boy,2002,11.050000 -The Adventures of Priscilla," Queen of the Desert,1994",17.370000 -Affliction,1998,8.530000 -Alien,1979,58.861000 -Alien Dreamtime,2003,0.600000 -Alien Nation,1988,9.294000 -Alien Resurrection,1997,30.128000 -Alien3,1992,24.595000 -Aliens,1986,53.984000 -Alive & Kicking,1996,1.291000 -All About My Mother,1999,15.668000 -American History X,1998,28.320000 -Amistad,1998,4.542000 -Andrei Rublev,1969,16.899000 -An Angel At My Table,1990,8.907000 -Angels & Insects,1995,5.187000 -Anima Mundi,1992,1.834000 -The Apostle,1997,9.690000 -Assassination Tango,2002,4.777000 -Auntie Mame,1958,8.982000 -Babe,1995,22.778000 -Barefoot In the Park,1967,9.390000 -Barton Fink,1991,13.299000 -Basquiat,1996,8.584000 -Beaches,1988,11.411000 -Beautiful Thing,1996,12.007000 -Before Night Falls,2000,9.682000 -Bend It Like Beckham,2003,15.971000 -Better Than Chocolate,1999,7.991000 -The Big Easy,1987,10.444000 -Billy Crystal: Midnight Train to Moscow,1989,0.600000 -Birthday Girl,2001,12.749000 -Bob Roberts,1992,7.756000 -Body Heat,1981,22.350000 -Book of Shadows: Blair Witch 2,2000,18.497000 -Bound,1996,24.415000 -Bowfinger,1999,14.531000 -The Broken Hearts Club,2000,9.580000 -Burnt By the Sun,1994,10.373000 -Cabaret,1972,14.273000 -Casablanca,1942,29.880000 -Cecil B. DeMented,2000,8.602000 -The Cell,2000,28.390000 -Celluloid Closet,1996,7.675000 -The Changer: A Record of the Times,1991,0.600000 -Chariots of Fire,1981,16.190000 -Chicago,2002,18.854000 -Children of a Lesser God,1986,11.432000 -The Children's Hour,1961,10.734000 -Chinatown,1974,29.471000 -Chocolate Babies,1997,1.239000 -Chuck & Buck,2000,4.144000 -Chutney Popcorn,1999,2.145000 -Cinema Paradiso,1988,24.672000 -Citizen Kane,1941,23.896000 -A Civil Action,1998,12.984000 -Clerks,1994,18.667000 -Close Encounters of the Third Kind,1977,23.241000 -Coal Miner's Daughter,1980,10.141000 -The Color Purple,1985,22.433000 -Compleat Beatles,1982,3.570000 -The Contender,2000,9.941000 -The Cook," the Thief, His Wife & Her Lover,1989",3.739000 -Cookie's Fortune,1999,7.288000 -Cradle Will Rock,1999,10.208000 -Crash,1996,27.529000 -crazy/beautiful,2001,10.110000 -Crimes & Misdemeanors,1989,8.054000 -Crooklyn,1994,10.909000 -Cry-Baby,1990,15.790000 -Dancer in the Dark,2000,19.216000 -Dangerous Liaisons,1988,16.863000 -Dark Wind,1991,2.435000 -David & Lisa,1962,3.574000 -Dawn of the Dead,1978,26.753000 -The Debut,2000,1.400000 -The Deer Hunter,1978,19.515000 -Desert Hearts,1985,12.556000 -The Devil's Backbone,2001,18.079000 -Dirty Dancing,1987,34.883000 -The Disappearance of Garcia Lorca,1997,2.051000 -Do The Right Thing,1989,18.873000 -Down In the Delta,1998,2.208000 -Dream Lover,1994,8.415000 -Easy Rider,1969,19.340000 -Eat Drink Man Woman,1994,13.549000 -Ed Wood,1994,15.178000 -Empire of the Sun,1987,20.407000 -Everything Relative,1996,1.770000 -Exotica,1995,17.234000 -Faithful,1996,5.644000 -The Favor," the Watch, & the Very Big Fish,1991",5.419000 -Felicia's Journey,1999,5.247000 -Fiddler on the Roof,1971,18.819000 -Field of Dreams,1989,19.395000 -Fifth Element,1997,53.101000 -A Fish Called Wanda,1988,17.888000 -The Fisher King,1991,13.844000 -Flirting,1990,0.600000 -Four Weddings & a Funeral,1994,21.900000 -The French Lieutenant's Woman,1981,12.000000 -Get Bruce,1999,2.431000 -Ghost,1990,33.178000 -Girl 6,1996,8.564000 -Girlfight,2000,9.519000 -Go Fish,1994,3.862000 -Godfather I,1972,121.225000 -Godfather II,1974,76.729000 -The Godfather III,1990,45.870000 -Gods & Monsters,1998,10.030000 -The Good Girl,2002,12.013000 -Goodfellas,1990,47.492000 -Gorillas in the Mist,1988,10.704000 -Gosford Park,2001,13.810000 -The Great Santini,1979,5.360000 -Groundhog Day,1993,24.406000 -Guess Who's Coming to Dinner,1967,12.651000 -Guilty as Sin,1993,10.736000 -Hair,1979,11.081000 -Half Moon Street,1986,5.524000 -Harold & Maude,1971,12.883000 -He Got Game,1998,13.310000 -Heaven,2002,9.382000 -Henry V,1989,10.085000 -Hi," Mom!,1970",245.381000 -The Hi-Lo Country,1998,7.386000 -Hidden in Plain Sight,2003,0.600000 -High Art,1998,10.149000 -High Fidelity,2000,14.842000 -Honeymoon in Vegas,1992,13.649000 -Hush,1998,10.509000 -I Love Trouble,1994,8.043000 -I Shot Andy Warhol,1996,8.053000 -An Ideal Husband,1999,9.649000 -Imagine: John Lennon,1988,7.682000 -In & Out,1997,12.333000 -The Incredibly True Adventure of Two Girls in Love,1995,7.550000 -Indochine,1993,12.187000 -The Insider,1999,13.340000 -Intermezzo: A Love Story,1939,2.801000 -It's My Party,1996,9.089000 -Jagged Edge,1985,11.158000 -Jeffrey,1995,6.636000 -Jerry Maguire,1997,24.547000 -Jesus Christ Superstar,1973,15.826000 -Joni Mitchell: Woman of Heart & Mind,2003,2.575000 -Jungle Fever,1991,10.187000 -Jurassic Park,1993,26.707000 -King of Hearts,1966,3.913000 -Kiss Me Deadly,1955,10.386000 -Kiss of the Spider Woman,1985,8.883000 -Koyaanisqatsi,1983,14.260000 -The Last Days,1998,6.054000 -The Last Days of Disco,1998,10.284000 -The Last Emperor,1987,20.831000 -Last Night,1998,8.109000 -Last of the Dogmen,1995,8.846000 -The Last Seduction,1994,10.574000 -The Last Wave,1977,8.011000 -Life As A House,2001,12.181000 -Life is Beautiful,1997,34.095000 -Like Water for Chocolate,1992,15.617000 -Limbo,1999,5.648000 -The Limey,1999,11.207000 -Lord of the Flies,1990,20.764000 -Lorenzo’s Oil,1992,13.646000 -Love Actually,2003,23.427000 -Love & Basketball,2000,12.347000 -The Love Letter,1999,5.823000 -Lovely & Amazing,2001,4.913000 -The Lover,1992,24.129000 -Lover Come Back,1961,10.409000 -Mad City,1997,9.806000 -Mad Max,1979,45.616000 -Magnolia,2000,20.957000 -The Maltese Falcon,1941,15.367000 -Man Facing Southeast,1986,5.741000 -The Man Who Knew Too Much,1956,10.533000 -Manny & Lo,1996,4.264000 -Marathon Man,1976,7.477000 -Marching For Freedom,1993,0.600000 -The Mask,1994,43.769000 -Master & Commander: The Far Side of the World,2003,22.619000 -Matinee,1993,9.178000 -Medicine Man,1992,11.613000 -The Messenger,1999,24.663000 -Metropolitan,1990,8.521000 -Miami Rhapsody,1995,9.142000 -Microcosmos,1996,11.334000 -Midaq Alley,1995,7.418000 -Midnight Express,1978,14.787000 -Midnight Run,1988,11.945000 -Mighty Aphrodite,1995,10.152000 -The Mighty Quinn,1989,5.983000 -Miracle on 34th Street,1947,16.493000 -Misery,1990,18.418000 -The Mission,1986,19.589000 -Mississippi Burning,1988,20.947000 -Mississippi Masala,1991,7.176000 -Mo' Better Blues,1990,13.453000 -Moonlight Mile,2002,9.696000 -Mortal Thoughts,1991,8.822000 -Music Box,1989,8.591000 -The Mosquito Coast,1986,12.068000 -Mountains of the Moon,1990,5.776000 -Mr. Holland's Opus,1995,15.558000 -Mumford,1999,8.264000 -Murphy's Romance,1985,5.631000 -My Dog Skip,2000,9.493000 -Mystic Pizza,1988,15.134000 -Naked In New York,1993,4.273000 -Naked Lunch,1991,15.045000 -The Natural,1984,15.058000 -The Neverending Story,1984,35.826000 -New Jack City,1991,13.254000 -Night Falls on Manhattan,1997,9.695000 -Night of the Living Dead,1968,22.522000 -The Nightmare Before Christmas,1993,53.264000 -Ninth Configuration,1980,10.906000 -The Name of the Rose,1986,18.318000 -North by Northwest,1959,22.395000 -Notorious C.H.O.,2002,1.595000 -Ocean's Eleven,2001,35.634000 -An Officer & A Gentleman,1982,21.469000 -One Hour Photo,2002,10.748000 -Open Your Eyes,1997,15.519000 -The Others,2001,24.369000 -The Pallbearer,1996,8.222000 -Paradise Road,1997,10.668000 -Parting Glances,1986,3.647000 -Party Girl,1995,6.093000 -Path to Paradise: The Untold Story of the World Trade Center Bombing,1997,1.319000 -Pecker,1998,8.766000 -The Perfect Storm,2000,20.495000 -A Perfect World,1993,20.524000 -Personal Best,1982,5.587000 -Planes," Trains & Automobiles,1987",22.072000 -Platoon,1988,31.973000 -The Player,1992,12.369000 -Pleasantville,1998,15.719000 -The Pledge,2001,11.176000 -Plenty,1985,5.361000 -Posse,1993,6.464000 -Possession,2002,10.028000 -Pretty Woman,1990,118.738000 -Priest,1994,7.928000 -Primary Colors,1992,1.400000 -Psycho,1960,38.377000 -The Purple Rose of Cairo,1985,11.667000 -Putney Swope,1969,6.114000 -Q&A,1990,8.239000 -Quatermass,1979,1.651000 -Querelle,1982,8.723000 -Quick Change,1990,8.780000 -The Quiet Earth,1985,11.885000 -Ragtime,1981,11.031 \ No newline at end of file +"""2 Seconds""",1998,0.810000 +"""2001: A Space Odyssey""",1968,39.092000 +"""9-1/2 Weeks""",1986,19.928000 +"""About a Boy""",2002,11.050000 +"""\""The Adventures of Priscilla""","Queen of the Desert"",1994",17.370000 +"""Affliction""",1998,8.530000 +"""Alien""",1979,58.861000 +"""Alien Dreamtime""",2003,0.600000 +"""Alien Nation""",1988,9.294000 +"""Alien Resurrection""",1997,29.970000 +"""Alien3""",1992,24.595000 +"""Aliens""",1986,53.984000 +"""Alive & Kicking""",1996,1.807000 +"""All About My Mother""",1999,15.668000 +"""American History X""",1998,28.320000 +"""Amistad""",1998,4.542000 +"""Andrei Rublev""",1969,16.899000 +"""An Angel At My Table""",1990,8.907000 +"""Angels & Insects""",1995,5.187000 +"""Anima Mundi""",1992,1.834000 +"""The Apostle""",1997,9.690000 +"""Assassination Tango""",2002,4.777000 +"""Auntie Mame""",1958,8.982000 +"""Babe""",1995,22.778000 +"""Barefoot In the Park""",1967,9.390000 +"""Barton Fink""",1991,13.299000 +"""Basquiat""",1996,8.584000 +"""Beaches""",1988,11.411000 +"""Beautiful Thing""",1996,12.007000 +"""Before Night Falls""",2000,9.682000 +"""Bend It Like Beckham""",2003,15.971000 +"""Better Than Chocolate""",1999,7.991000 +"""The Big Easy""",1987,10.444000 +"""Billy Crystal: Midnight Train to Moscow""",1989,0.600000 +"""Birthday Girl""",2001,12.749000 +"""Bob Roberts""",1992,7.756000 +"""Body Heat""",1981,22.350000 +"""Book of Shadows: Blair Witch 2""",2000,18.497000 +"""Bound""",1996,24.415000 +"""Bowfinger""",1999,14.531000 +"""The Broken Hearts Club""",2000,9.580000 +"""Burnt By the Sun""",1994,10.373000 +"""Cabaret""",1972,14.273000 +"""Casablanca""",1942,29.880000 +"""Cecil B. DeMented""",2000,8.602000 +"""The Cell""",2000,28.390000 +"""Celluloid Closet""",1996,7.675000 +"""The Changer: A Record of the Times""",1991,0.600000 +"""Chariots of Fire""",1981,16.190000 +"""Chicago""",2002,18.854000 +"""Children of a Lesser God""",1986,11.432000 +"""The Children's Hour""",1961,10.734000 +"""Chinatown""",1974,29.471000 +"""Chocolate Babies""",1997,1.239000 +"""Chuck & Buck""",2000,4.144000 +"""Chutney Popcorn""",1999,2.145000 +"""Cinema Paradiso""",1988,24.672000 +"""Citizen Kane""",1941,23.896000 +"""A Civil Action""",1998,12.984000 +"""Clerks""",1994,18.667000 +"""Close Encounters of the Third Kind""",1977,23.241000 +"""Coal Miner's Daughter""",1980,10.141000 +"""The Color Purple""",1985,22.433000 +"""Compleat Beatles""",1982,3.570000 +"""The Contender""",2000,9.941000 +"""\""The Cook""","the Thief, His Wife & Her Lover"",1989",15.293000 +"""Cookie's Fortune""",1999,7.288000 +"""Cradle Will Rock""",1999,10.208000 +"""Crash""",1996,27.529000 +"""crazy/beautiful""",2001,10.110000 +"""Crimes & Misdemeanors""",1989,8.054000 +"""Crooklyn""",1994,10.909000 +"""Cry-Baby""",1990,15.790000 +"""Dancer in the Dark""",2000,19.216000 +"""Dangerous Liaisons""",1988,16.863000 +"""Dark Wind""",1991,2.435000 +"""David & Lisa""",1962,3.574000 +"""Dawn of the Dead""",1978,26.753000 +"""The Debut""",2000,1.400000 +"""The Deer Hunter""",1978,19.515000 +"""Desert Hearts""",1985,12.556000 +"""The Devil's Backbone""",2001,18.079000 +"""Dirty Dancing""",1987,34.883000 +"""The Disappearance of Garcia Lorca""",1997,2.051000 +"""Do The Right Thing""",1989,18.873000 +"""Down In the Delta""",1998,2.208000 +"""Dream Lover""",1994,8.415000 +"""Easy Rider""",1969,19.340000 +"""Eat Drink Man Woman""",1994,13.549000 +"""Ed Wood""",1994,15.178000 +"""Empire of the Sun""",1987,20.407000 +"""Everything Relative""",1996,1.770000 +"""Exotica""",1995,17.234000 +"""Faithful""",1996,5.644000 +"""\""The Favor""","the Watch, & the Very Big Fish"",1991",10.042000 +"""Felicia's Journey""",1999,5.247000 +"""Fiddler on the Roof""",1971,18.819000 +"""Field of Dreams""",1989,19.395000 +"""Fifth Element""",1997,53.101000 +"""A Fish Called Wanda""",1988,17.888000 +"""The Fisher King""",1991,13.844000 +"""Flirting""",1990,0.600000 +"""Four Weddings & a Funeral""",1994,21.900000 +"""The French Lieutenant's Woman""",1981,12.000000 +"""Get Bruce""",1999,2.431000 +"""Ghost""",1990,33.178000 +"""Girl 6""",1996,8.564000 +"""Girlfight""",2000,9.519000 +"""Go Fish""",1994,3.862000 +"""Godfather I""",1972,121.225000 +"""Godfather II""",1974,76.729000 +"""The Godfather III""",1990,45.870000 +"""Gods & Monsters""",1998,10.030000 +"""The Good Girl""",2002,12.013000 +"""Goodfellas""",1990,47.492000 +"""Gorillas in the Mist""",1988,10.704000 +"""Gosford Park""",2001,13.810000 +"""The Great Santini""",1979,5.360000 +"""Groundhog Day""",1993,24.406000 +"""Guess Who's Coming to Dinner""",1967,12.651000 +"""Guilty as Sin""",1993,10.736000 +"""Hair""",1979,11.081000 +"""Half Moon Street""",1986,5.524000 +"""Harold & Maude""",1971,12.883000 +"""He Got Game""",1998,13.310000 +"""Heaven""",2002,9.382000 +"""Henry V""",1989,10.085000 +"""\""Hi""","Mom!"",1970",245.381000 +"""The Hi-Lo Country""",1998,7.386000 +"""Hidden in Plain Sight""",2003,0.600000 +"""High Art""",1998,10.149000 +"""High Fidelity""",2000,14.842000 +"""Honeymoon in Vegas""",1992,13.649000 +"""Hush""",1998,10.509000 +"""I Love Trouble""",1994,8.043000 +"""I Shot Andy Warhol""",1996,8.053000 +"""An Ideal Husband""",1999,9.649000 +"""Imagine: John Lennon""",1988,7.682000 +"""In & Out""",1997,12.333000 +"""The Incredibly True Adventure of Two Girls in Love""",1995,7.550000 +"""Indochine""",1993,12.187000 +"""The Insider""",1999,13.340000 +"""Intermezzo: A Love Story""",1939,2.801000 +"""It's My Party""",1996,9.089000 +"""Jagged Edge""",1985,11.158000 +"""Jeffrey""",1995,6.636000 +"""Jerry Maguire""",1997,24.547000 +"""Jesus Christ Superstar""",1973,15.826000 +"""Joni Mitchell: Woman of Heart & Mind""",2003,2.575000 +"""Jungle Fever""",1991,10.187000 +"""Jurassic Park""",1993,26.707000 +"""King of Hearts""",1966,3.913000 +"""Kiss Me Deadly""",1955,10.386000 +"""Kiss of the Spider Woman""",1985,8.883000 +"""Koyaanisqatsi""",1983,14.260000 +"""The Last Days""",1998,6.054000 +"""The Last Days of Disco""",1998,10.284000 +"""The Last Emperor""",1987,20.831000 +"""Last Night""",1998,8.109000 +"""Last of the Dogmen""",1995,8.846000 +"""The Last Seduction""",1994,10.574000 +"""The Last Wave""",1977,8.011000 +"""Life As A House""",2001,12.181000 +"""Life is Beautiful""",1997,34.095000 +"""Like Water for Chocolate""",1992,15.617000 +"""Limbo""",1999,5.648000 +"""The Limey""",1999,11.207000 +"""Lord of the Flies""",1990,20.764000 +"""Lorenzo’s Oil""",1992,13.646000 +"""Love Actually""",2003,23.427000 +"""Love & Basketball""",2000,12.347000 +"""The Love Letter""",1999,5.823000 +"""Lovely & Amazing""",2001,4.913000 +"""The Lover""",1992,24.129000 +"""Lover Come Back""",1961,10.409000 +"""Mad City""",1997,9.806000 +"""Mad Max""",1979,45.616000 +"""Magnolia""",2000,20.957000 +"""The Maltese Falcon""",1941,15.367000 +"""Man Facing Southeast""",1986,5.741000 +"""The Man Who Knew Too Much""",1956,10.533000 +"""Manny & Lo""",1996,4.264000 +"""Marathon Man""",1976,10.468000 +"""Marching For Freedom""",1993,0.600000 +"""The Mask""",1994,43.769000 +"""Master & Commander: The Far Side of the World""",2003,22.619000 +"""Matinee""",1993,9.178000 +"""Medicine Man""",1992,11.613000 +"""The Messenger""",1999,24.663000 +"""Metropolitan""",1990,8.521000 +"""Miami Rhapsody""",1995,9.142000 +"""Microcosmos""",1996,11.334000 +"""Midaq Alley""",1995,7.418000 +"""Midnight Express""",1978,14.787000 +"""Midnight Run""",1988,11.945000 +"""Mighty Aphrodite""",1995,10.152000 +"""The Mighty Quinn""",1989,5.983000 +"""Miracle on 34th Street""",1947,16.493000 +"""Misery""",1990,18.418000 +"""The Mission""",1986,19.589000 +"""Mississippi Burning""",1988,20.947000 +"""Mississippi Masala""",1991,7.176000 +"""Mo' Better Blues""",1990,13.453000 +"""Moonlight Mile""",2002,9.696000 +"""Mortal Thoughts""",1991,8.822000 +"""Music Box""",1989,8.591000 +"""The Mosquito Coast""",1986,12.068000 +"""Mountains of the Moon""",1990,5.776000 +"""Mr. Holland's Opus""",1995,15.558000 +"""Mumford""",1999,8.264000 +"""Murphy's Romance""",1985,5.631000 +"""My Dog Skip""",2000,9.493000 +"""Mystic Pizza""",1988,15.134000 +"""Naked In New York""",1993,4.273000 +"""Naked Lunch""",1991,15.045000 +"""The Natural""",1984,15.058000 +"""The Neverending Story""",1984,35.826000 +"""New Jack City""",1991,13.254000 +"""Night Falls on Manhattan""",1997,9.695000 +"""Night of the Living Dead""",1968,22.522000 +"""The Nightmare Before Christmas""",1993,53.264000 +"""Ninth Configuration""",1980,10.906000 +"""The Name of the Rose""",1986,23.848000 +"""North by Northwest""",1959,22.395000 +"""Notorious C.H.O.""",2002,1.595000 +"""Ocean's Eleven""",2001,35.634000 +"""An Officer & A Gentleman""",1982,21.469000 +"""One Hour Photo""",2002,10.748000 +"""Open Your Eyes""",1997,15.519000 +"""The Others""",2001,24.369000 +"""The Pallbearer""",1996,8.222000 +"""Paradise Road""",1997,10.668000 +"""Parting Glances""",1986,3.647000 +"""Party Girl""",1995,6.093000 +"""Path to Paradise: The Untold Story of the World Trade Center Bombing""",1997,1.319000 +"""Pecker""",1998,8.766000 +"""The Perfect Storm""",2000,20.495000 +"""A Perfect World""",1993,20.524000 +"""Personal Best""",1982,5.587000 +"""\""Planes""","Trains & Automobiles"",1987",20.306000 +"""Platoon""",1988,31.973000 +"""The Player""",1992,12.369000 +"""Pleasantville""",1998,15.719000 +"""The Pledge""",2001,11.176000 +"""Plenty""",1985,5.361000 +"""Posse""",1993,6.464000 +"""Possession""",2002,10.028000 +"""Pretty Woman""",1990,118.738000 +"""Priest""",1994,7.928000 +"""Primary Colors""",1992,1.400000 +"""Psycho""",1960,38.377000 +"""The Purple Rose of Cairo""",1985,11.667000 +"""Putney Swope""",1969,6.114000 +"""Q&A""",1990,8.239000 +"""Quatermass""",1979,1.651000 +"""Querelle""",1982,8.723000 +"""Quick Change""",1990,8.780000 +"""The Quiet Earth""",1985,11.885000 +"""Ragtime""",1981,11.031000 +"""Rear Window""",1954,25.270000 +"""Rebecca""",1940,15.960000 +"""The Red Violin""",1999,14.189000 +"""Reservoir Dogs""",1992,38.069000 +"""The Return of a Man Called Horse""",1976,7.215000 +"""Ride With the Devil""",1999,9.627000 +"""Rites of Passage""",1999,2.825000 +"""A River Runs Through It""",1992,27.101000 +"""Rocky""",1976,54.701000 +"""Romeo & Juliet""",1968,17.840000 +"""A Room with a View""",1985,17.104000 +"""Rope""",1948,14.383000 +"""Rosewood""",1997,7.781000 +"""Rounders""",1998,17.761000 +"""Roxanne""",1987,12.359000 +"""\""Run""","Lola, Run"",1999",110.396000 +"""Satyricon""",1969,3.196000 +"""Savior""",1997,19.966000 +"""Schindler's List""",1993,54.322000 +"""School Daze""",1988,9.408000 +"""Secondhand Lions""",2003,16.049000 +"""Secrets & Lies""",1996,14.801000 +"""Seize the Day""",1986,3.779000 +"""Set It Off""",1996,16.135000 +"""She's Gotta Have It""",1986,9.533000 +"""The Shining""",1980,41.075000 +"""Shrek""",2001,143.012000 +"""Silence of the Lambs""",1991,10.755000 +"""Simon Birch""",1998,13.132000 +"""A Simple Plan""",1999,14.489000 +"""Sirens""",1994,12.416000 +"""The Sixth Sense""",1999,29.756000 +"""Sleeper""",1973,11.435000 +"""Small Time Crooks""",2000,12.504000 +"""Smoke Signals""",1998,7.431000 +"""Snow Falling on Cedars""",1999,10.010000 +"""Solaris""",2002,15.975000 +"""A Soldier's Story""",1984,9.419000 +"""Something's Gotta Give""",2003,16.822000 +"""Sophie's Choice""",1982,15.305000 +"""The Spanish Prisoner""",1997,10.224000 +"""Spawn""",1997,20.191000 +"""Star Trek II: The Wrath of Khan""",1982,14.314000 +"""Star Trek III: The Search for Spock""",1984,13.583000 +"""Star Trek: Insurrection""",1998,18.639000 +"""Star Trek IV: The Voyage Home""",1986,21.435000 +"""Strangers on a Train""",1951,16.277000 +"""Stripes""",1981,23.146000 +"""Stuck On You""",2003,11.750000 +"""Sugarbaby""",1985,2.859000 +"""The Sum of Us""",1994,6.914000 +"""Suspicion""",1941,14.967000 +"""The Tao of Steve""",2000,4.324000 +"""Taxi Driver""",1976,51.274000 +"""The Terminator""",1984,60.418000 +"""Terms of Endearment""",1983,14.954000 +"""That Touch of Mink""",1962,10.811000 +"""That's Life""",1986,3.905000 +"""The Third Miracle""",1999,7.874000 +"""This Far By Faith: African-American Spiritual Journeys""",2003,0.600000 +"""This Is Spinal Tap""",1984,15.755000 +"""A Thousand Clowns""",1965,3.131000 +"""Thunderheart""",1992,9.646000 +"""To Gillian on Her 37th Birthday""",1996,6.306000 +"""To Kill a Mockingbird""",1962,23.323000 +"""To Live""",1994,12.342000 +"""Together Alone""",1991,0.960000 +"""Tootsie""",1982,13.617000 +"""Topsy-Turvy""",1999,8.496000 +"""Torch Song Trilogy""",1988,6.469000 +"""Total Recall""",1990,30.854000 +"""Touch of Evil""",1958,17.619000 +"""Traffic""",2000,22.542000 +"""The Trip To Bountiful""",1985,5.762000 +"""The Trouble with Harry""",1955,8.986000 +"""True Romance""",1993,26.444000 +"""The Truman Show""",1998,74.192000 +"""Tuck Everlasting""",2002,13.206000 +"""Tuesdays with Morrie""",1999,4.841000 +"""Twilight: Los Angeles""",2000,0.600000 +"""Twins""",1988,27.750000 +"""The Unbearable Lightness of Being""",1988,13.759000 +"""Unforgiven""",1992,25.685000 +"""Unzipped""",1995,3.551000 +"""U.S. Marshals""",1998,21.158000 +"""The Vanishing""",1988,16.664000 +"""The Velocity of Gary""",1998,2.138000 +"""The Virgin Suicides""",1999,18.495000 +"""Waiting To Exhale""",1995,15.758000 +"""Walkabout""",1971,11.568000 +"""The War""",1994,10.962000 +"""Waterworld""",1995,27.369000 +"""The Wedding Banquet""",1993,12.623000 +"""Welcome to the Dollhouse""",1995,12.645000 +"""West Side Story""",1961,18.906000 +"""When Night Is Falling""",1995,19.196000 +"""Where the Money Is""",2000,7.161000 +"""White Fang""",1991,18.603000 +"""Who the Hell Is Juliette?""",1997,1.116000 +"""The Whole Nine Yards""",2000,19.916000 +"""Wild At Heart""",1990,15.661000 +"""Wild Things""",1998,20.246000 +"""Windwalker""",1980,5.058000 +"""The Winged Serpent""",1982,8.503000 +"""With Friends Like These""",1998,0.621000 +"""Witness for the Prosecution""",1957,16.895000 +"""The Wizard of Oz""",1939,50.238000 +"""The Women""",1939,8.657000 +"""Working Girl""",1988,12.965000 +"""The Year of Living Dangerously""",1982,11.036000 +"""Yentl""",1983,11.824000 +"""Z""",1969,10.449000 +"""Zero Effect""",1998,6.694000