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Imdb Score: Analysis and Prediction
Machine Learning Project January 2019 Exam session IMDb Score: Analysis and prediction Team 13: Khaled Hechmi1, Gian Carlo Milanese2 Abstract IMDb, acronym for Internet Movie Database, is a website owned by Amazon.com where users can look for details about movies and TV shows: plot summaries, users reviews, genre, director and cast are just some of the attributes stored on IMDb. The goal of this research work is to predict the rating of a given movie or TV Show using properly trained Machine Learning models and evaluate the goodness of the predictions. The chosen dataset was made available on the Kaggle platform and it contains the details of approximately 5000 popular movies and TV Shows. Keywords Machine Learning — IMDb — Movies — TV Shows 1Universita‘ degli Studi di Milano Bicocca, CdLM Data Science 2Universita‘ degli Studi di Milano Bicocca, CdLM Data Science Contents While this is an oversimplified view, at least at first glance we can see that most of the aspects that come into play when Introduction1 deciding whether a movie is good or not are subjective or 1 Data exploration2 hard to quantify. For example, a plot might be original and compelling for some, but boring and predictable for others, 2 Preprocessing3 and it is not possible to measure how scary a movie is, or how 2.1 Feature selection.......................3 strong is a performance. 2.2 Feature transformation...................3 On the other hand, objective and measurable features of a 2.3 Handling of missing values................3 movie – like its length, budget or gross earnings – need not 2.4 Transformation of categorical variables.......3 be directly tied with its quality. -
Hole a Remediative Approach to the Filmmaking of the Coen Brothers
University of Dundee DOCTOR OF PHILOSOPHY Going Down the 'Wabbit' Hole A Remediative Approach to the Filmmaking of the Coen Brothers Barrie, Gregg Award date: 2020 Link to publication General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights. • Users may download and print one copy of any publication from the public portal for the purpose of private study or research. • You may not further distribute the material or use it for any profit-making activity or commercial gain • You may freely distribute the URL identifying the publication in the public portal Take down policy If you believe that this document breaches copyright please contact us providing details, and we will remove access to the work immediately and investigate your claim. Download date: 24. Sep. 2021 Going Down the ‘Wabbit’ Hole: A Remediative Approach to the Filmmaking of the Coen Brothers Gregg Barrie PhD Film Studies Thesis University of Dundee February 2021 Word Count – 99,996 Words 1 Going Down the ‘Wabbit’ Hole: A Remediative Approach to the Filmmaking of the Coen Brothers Table of Contents Table of Figures ..................................................................................................................................... 2 Declaration ............................................................................................................................................ -
A Formalist Critique of Three Crime Films by Joel and Ethan Coen Timothy Semenza University of Connecticut - Storrs, [email protected]
University of Connecticut OpenCommons@UConn Honors Scholar Theses Honors Scholar Program Spring 5-6-2012 "The wicked flee when none pursueth": A Formalist Critique of Three Crime Films by Joel and Ethan Coen Timothy Semenza University of Connecticut - Storrs, [email protected] Follow this and additional works at: https://opencommons.uconn.edu/srhonors_theses Part of the Film and Media Studies Commons Recommended Citation Semenza, Timothy, ""The wicked flee when none pursueth": A Formalist Critique of Three Crime Films by Joel and Ethan Coen" (2012). Honors Scholar Theses. 241. https://opencommons.uconn.edu/srhonors_theses/241 Semenza 1 Timothy Semenza "The wicked flee when none pursueth": A Formalist Critique of Three Crime Films by Joel and Ethan Coen Semenza 2 Timothy Semenza Professor Schlund-Vials Honors Thesis May 2012 "The wicked flee when none pursueth": A Formalist Critique of Three Crime Films by Joel and Ethan Coen Preface Choosing a topic for a long paper like this can be—and was—a daunting task. The possibilities shot up out of the ground from before me like Milton's Pandemonium from the soil of hell. Of course, this assignment ultimately turned out to be much less intimidating and filled with demons than that, but at the time, it felt as though it would be. When you're an English major like I am, your choices are simultaneously extremely numerous and severely restricted, mostly by my inability to write convincingly or sufficiently about most topics. However, after much deliberation and agonizing, I realized that something I am good at is writing about film. -
Imdb Young Justice Satisfaction
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Rags Fall 2019 Show Descriptions
Rags To Riches’ Fall 2019 Shows The Owl and the Turtle Runs September 1st - December 20th The story of this play is based on the tale as related by Lou Peters in the story “The Owl and the Turtle” published in 2010. Awake tonight in the evening grey, Judy the owl wants a friend who can play. Judy goes out to find someone to play with and meets Toni T. Turtle. They have a wonderful time playing all sorts of fun games. When the sun comes up they see each other and have a great fright. Birds don’t play with ground walkers and turtles don’t play with birds! They leave each other, but realize their friends aren’t right. They reunite and their friendship stays strong, shining bright with delight. Rapunzel Runs September 1st- December 20th This play is an adaptation of the familiar tale as told by the Grimm Brothers. A young couple is expecting their first child. The wife craves the delicious and leafy lettuce"rapunzel," from a nearby garden. When the husband is caught stealing the rapunzel from the garden, that belongs to a witch, he must give up their first child in exchange for his freedom. The witch raises the girl,"Rapunzel," and locks her in a tower, where only the witch can get in and out by climbing on the girl's golden hair. Alone and sad, Rapunzel sings to herself and it is this habit which attracts the young prince who becomes her true love. Join us as we find out what happens when the witch discovers their secret. -
The Humorous View of a Psychotic Break in Raising Arizona, by the Coen Brothers
The Humorous View of a Psychotic Break in Raising Arizona, by the Coen Brothers Thoughts on the bizarre object. Robert A.W. Northey Raising Arizona, the second film by the now well known writer/director duo, Joel and Ethan Coen, was released in 1987. Many of the actors in the film were relatively unknown at the time. The young Nicolas Cage had just caught attention starring beside Cher in Moonstruck, with a few smaller roles in some feature films before that. Holly Hunter was relatively unknown. Frances McDormand had recognition for her stage acting with one Tony nomination, otherwise a few television series and one feature film, Blood Simple, the first Coen brothers film (know that she is married to Joel Coen). John Goodman had been in a few films, but his fame from the TV series Rosanne was still ahead of him. Raising Arizona is a film I know well, first seeing it shortly after it was released, and having re- watched it at least a dozen times since then. The quirky comedy speaks to my sense of humour, and it was an early lesson to me about the art of making film, and of telling a story. Reviewing it more recently from a psychoanalytic perspective has brought me great joy as I was able to discover yet more in this film that I love. Could this story be told in any other way than a comedy? Certainly a story of a childless couple, devastated by their inability to have a child, kidnapping a baby to try and fill the need, hiding the crime from inquiring friends, and being hunted by police and bounty hunters, might be possible as a drama; but would it be watchable or relatable or on any level believable? I would suggest that the story as a comedy nullifies believability as a concern. -
The Devonshire News, July 2017
Fourth of July Fun Facts July Is National Ice Fourth of July fun facts really can be fun. The first fact is the most important one: July 4, 1776 is the day the Cream Month Second Continental Congress approved the Declaration In 1984, President of Independence. The Devonshire Ronald Reagan Fourth of July Fun Facts designated July as Like Us! National Ice Cream Here are some Fourth of July fun facts about celebrations Month and the of Independence Day since 1776. third Sunday of the • Independence Day was first celebrated in Philadelphia month as National on July 8, 1776. The Liberty Bell rang out from Assisted Living Community 2220 Executive Drive • Hampton, VA 23666 • (757) 827-7100 • www.devonshireseniorliving.com July 2017 Ice Cream Day. Independence Hall in Philadelphia, Pa. on July 8, He recognized ice 1776. It was sounded to bring the people out to cream as a fun and the first public reading nutritious food that is enjoyed by over 90 of the Declaration percent of the nation’s population. In the of Independence. It The Devonshire News, July 2017 proclamation, President Reagan called for was read by Colonel Dear Residents, Families and Friends, all people of the United States to observe JohnNixon. As is usual for July, the temperatures have been soaring, but we still have something to celebrate these events with “appropriate ceremonies • In 1777, Bristol, R.I. and smile about every day! I want to wish everyone a happy and healthy Independence Day. We and activities.” celebrated July 4 by firing have a very exciting month planned for you, so make sure to check the calendar for dates and The International Ice Cream Association 13 gunshots, once in the event times. -
EDITORIAL Screenwriters James Schamus, Michael France and John Turman CA 90049 (310) 447-2080 Were Thinking Is Unclear
screenwritersmonthly.com | Screenwriter’s Monthly Give ‘em some credit! Johnny Depp's performance as Captain Jack Sparrow in Pirates of the Caribbean: The Curse of the Black Pearl is amazing. As film critic after film critic stumbled over Screenwriter’s Monthly can be found themselves to call his performance everything from "original" to at the following fine locations: "eccentric," they forgot one thing: the screenwriters, Ted Elliott and Terry Rossio, who did one heck of a job creating Sparrow on paper first. Sure, some critics mentioned the writers when they declared the film "cliché" and attacked it. Since the previous Walt Disney Los Angeles film based on one of its theme park attractions was the unbear- able The Country Bears, Pirates of the Caribbean is surprisingly Above The Fold 370 N. Fairfax Ave. Los Angeles, CA 90036 entertaining. But let’s face it. This wasn't intended to be serious (323) 935-8525 filmmaking. Not much is anymore in Hollywood. Recently the USA Today ran an article asking, basically, “What’s wrong with Hollywood?” Blockbusters are failing because Above The Fold 1257 3rd St. Promenade Santa Monica, CA attendance is down 3.3% from last year. It’s anyone’s guess why 90401 (310) 393-2690 this is happening, and frankly, it doesn’t matter, because next year the industry will be back in full force with the same schlep of Above The Fold 226 N. Larchmont Blvd. Los Angeles, CA 90004 sequels, comic book heroes and mindless action-adventure (323) 464-NEWS extravaganzas. But maybe if we turn our backs to Hollywood’s fast food service, they will serve us something different. -
'Perry Mason' Lays Down the Law Anew On
Visit Our Showroom To Find The Perfect Lift Bed For You! June 19 - 25, 2020 2 x 2" ad 300 N Beaton St | Corsicana | 903-874-82852 x 2" ad M-F 9am-5:30pm | Sat 9am-4pm milesfurniturecompany.com FREE DELIVERY IN LOCAL AREA WA-00114341 E A D T Y E A W A H P Y F A Z Your Key I J P E C L K S N Z R A E T C 2 x 3" ad To Buying R E Q I P L Y U G R P O U E Y Matthew Rhys stars P F L U J R H A E L Y N P L R and Selling! 2 x 3.5" ad F A R H O W E P L I T H G O W in “Perry Mason,” I F Y P N M A S E P Z X T J E premiering Sunday D E L L A Z R E S S E A M A G on HBO. Z P A R T R Y D L I G N S U S B F N Y H N E M H I O X L N N E R C H A L K D T J L N I A Y U R E L N X P S Y E Q G Y R F V T S R E D E M P T I O N H E E A Z P A V R J Z R W P E Y D M Y L U N L H Z O X A R Y S I A V E I F C I P W K R U V A H “Perry Mason” on HBO Bargain Box (Words in parentheses not in puzzle) Perry (Mason) (Matthew) Rhys (Great) Depression Place your classified Classified Merchandise Specials Solution on page 13 Della (Street) (Juliet) Rylance (Los) Angeles ad in the Waxahachie Daily Light, Merchandise High-End 2 x 3" ad Paul (Drake) (Chris) Chalk Origins Midlothian Mirror and Ellis (Sister) Alice (Tatiana) Maslany (Private) Investigator County Trading1 Post! x 4" ad Deal Merchandise Word Search (E.B.) Jonathan (John) Lithgow Redemption Call (972) 937-3310 Run a single item Run a single item priced at $50-$300 priced at $301-$600 ‘Perry Mason’ lays down for only $7.50 per week for only $15 per week 6 lines runs in The Waxahachie Daily2 x Light, 3.5" ad Midlothian Mirror and Ellis County Trading Post and online at waxahachietx.com All specials are pre-paid. -
Wmc Investigation: 10-Year Analysis of Gender & Oscar
WMC INVESTIGATION: 10-YEAR ANALYSIS OF GENDER & OSCAR NOMINATIONS womensmediacenter.com @womensmediacntr WOMEN’S MEDIA CENTER ABOUT THE WOMEN’S MEDIA CENTER In 2005, Jane Fonda, Robin Morgan, and Gloria Steinem founded the Women’s Media Center (WMC), a progressive, nonpartisan, nonproft organization endeav- oring to raise the visibility, viability, and decision-making power of women and girls in media and thereby ensuring that their stories get told and their voices are heard. To reach those necessary goals, we strategically use an array of interconnected channels and platforms to transform not only the media landscape but also a cul- ture in which women’s and girls’ voices, stories, experiences, and images are nei- ther suffciently amplifed nor placed on par with the voices, stories, experiences, and images of men and boys. Our strategic tools include monitoring the media; commissioning and conducting research; and undertaking other special initiatives to spotlight gender and racial bias in news coverage, entertainment flm and television, social media, and other key sectors. Our publications include the book “Unspinning the Spin: The Women’s Media Center Guide to Fair and Accurate Language”; “The Women’s Media Center’s Media Guide to Gender Neutral Coverage of Women Candidates + Politicians”; “The Women’s Media Center Media Guide to Covering Reproductive Issues”; “WMC Media Watch: The Gender Gap in Coverage of Reproductive Issues”; “Writing Rape: How U.S. Media Cover Campus Rape and Sexual Assault”; “WMC Investigation: 10-Year Review of Gender & Emmy Nominations”; and the Women’s Media Center’s annual WMC Status of Women in the U.S. -
Participants Bios
AMY LEMISCH Executive Director California Film Commission As Executive Director of the California Film Commission, Amy Lemisch oversees all of the state's efforts to facilitate motion picture, television and commercial production. She was appointed by Governor Arnold Schwarzenegger in May 2004, and continues to serve for Governor Edmund G. Brown Jr. Under her leadership, the Commission coordinates with all levels of state and local government to promote California as a production locale. Such efforts in-turn create jobs, increase production spending and generate tax revenues. In addition to overseeing the Commission's wide range of support services, Ms. Lemisch also serves as the state's leading advocate for educating legislators, production industry decision makers and the public at large about the value of filming in California. Among her many accomplishments, Ms. Lemisch was instrumental in the creation, passage and implementation of the California Film & Television Tax Credit Program, which was enacted in 2009 to help curb runaway production. The Commission is charged with administering the $500 million program that targets the types of productions most likely to leave California due to incentives offered in other states and countries. Prior to her appointment at the Commission, Ms. Lemisch served for more than 15 years as a producer for Penny Marshall’s company - Parkway Productions. While based at Universal Studios and Sony Pictures, she was responsible for overseeing physical production on all Parkway projects, as well as selecting new projects for the company to produce. Her credits include: producer on the independent feature film WITH FRIENDS LIKE THESE; co-producer on RIDING IN CARS WITH BOYS (starring Drew Barrymore), THE PREACHER’S WIFE (starring Denzel Washington and Whitney Houston) and RENAISSANCE MAN (starring Danny DeVito); associate producer on AWAKENINGS, A LEAGUE OF THEIR OWN, and CALENDAR GIRL. -
William B. Kaplan CAS
Career Achievement Award Recipient William B. Kaplan CAS CAS Filmmaker Award Recipient George SPRING Clooney 2021 Overcoming Atmos Anxiety • Playing Well with Other Departments • RF in the 21st Century Remote Mixing in the Time of COVID • Return to the Golden Age of Booming Sound Ergonomics for a Long Career • The Evolution of Noise Reduction FOR YOUR CONSIDERATION CINEMA AUDIO SOCIETY AWARDS NOMINEE MOTION PICTURE LIVE ACTION PRODUCTION MIXER DREW KUNIN RERECORDING MIXERS REN KLYCE, DAVID PARKER, NATHAN NANCE SCORING MIXER ALAN MEYERSON, CAS ADR MIXER CHARLEEN RICHARDSSTEEVES FOLEY MIXER SCOTT CURTIS “★★★★★. THE FILM LOOKS AND SOUNDS GORGEOUS.” THE GUARDIAN “A WORK OF DAZZLING CRAFTSMANSHIP.” THE HOLLYWOOD REPORTER “A stunning and technically marvelous portrait of Golden Era Hollywood that boasts MASTERFUL SOUND DESIGN.” MIRROR CAS QUARTERLY, COVER 2 REVISION 1 NETFLIX: MANK PUB DATE: 03/15/21 BLEED: 8.625” X 11.125” TRIM: 8.375” X 10.875” INSIDE THIS ISSUE SPRING 2021 CAREER ACHIEVEMENT AWARD RECIPIENT WILLIAM B. KAPLAN CAS | 20 DEPARTMENTS The President’s Letter | 4 From the Editor | 6 Collaborators | 8 Learn about the authors of your stories 26 34 Announcements | 10 In Remembrance | 58 Been There Done That |59 CAS members check in The Lighter Side | 61 See what your colleagues are up to 38 52 FEATURES A Brief History of Noise Reduction | 15 Remote Mixing in the Time of COVID: User Experiences | 38 RF in the Twenty-First Century |18 When mix teams and clients are apart Filmmaker Award: George Clooney | 26 Overcoming Atmos Anxiety | 42 Insight to get you on your way The 57th Annual CAS Awards Nominees for Outstanding Achievement Playing Well with Other Production in Sound Mixing for 2020 | 28 Departments | 48 The collaborative art of entertainment Outstanding Product Award Nominees| 32 Sound Ergonomics for a Long Career| 52 Return to the Golden Age Staying physically sound on the job Cover: Career Achievement Award of Booming | 34 recipient William B.