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Best Joyful Movies

Ranked by how strongly each film carries the visual signature of joyful cinema — measured across 2,501 indexed frames from 30 films, against a 404,689-frame catalogue baseline. Not by box office, and not by vote.

Joyful films over-index on hat, neon sign and boy — the objects that make the genre recognisable before a line is spoken.

  1. 1

    Mary Poppins (1964)

    Robert StevensonDP Edward ColmanIMDb 7.8TMDB 7.5See in full on FrameThrower →

    When Jane and Michael Banks are faced with the prospect of a new nanny, they are pleasantly surprised by the arrival of the magical Mary Poppins. Embarking on a series of fantastical adventures with he and her Cockney performer friend, Bert, they try to pass on some of her sunny attitude to their preoccupied parents.

  2. 2

    The Witch (2015)

    Breck EisnerDP Dean SemlerIMDb 5.9TMDB 6.0See in full on FrameThrower →

    The modern world holds many secrets, but the most astounding secret of all is that witches still live amongst us; vicious supernatural creatures intent on unleashing the Black Death upon the world. Armies of witch hunters battled the unnatural enemy across the globe for centuries, including Kaulder, a valiant warrior who managed to slay the all-powerful Queen Witch, decimating her followers in the process. In the moments right before her death, the Queen curses Kaulder with her own immortality, forever separating him from his beloved wife and daughter in the afterlife. Today Kaulder is the only one of his kind remaining, and has spent centuries hunting down rogue witches, all the while yearning for his long-lost loved ones. However, unbeknownst to Kaulder, the Queen Witch is resurrected and seeks revenge on her killer causing an epic battle that will determine the survival of the human race.

  3. 3

    The Sound of Music (1965)

    Robert WiseDP Ted D. McCordIMDb 8.1TMDB 7.7See in full on FrameThrower →

    In 1930's Austria, a young woman named Maria (Dame Julie Andrews) is failing miserably in her attempts to become a nun. When Navy Captain Georg Von Trapp (Christopher Plummer) writes to the convent asking for a governess that can handle his seven mischievous children, Maria is given the job. The Captain's wife is dead, and he is often away, and runs the household as strictly as he does the ships he sails on. The children are unhappy and resentful of the governesses that their father keeps hiring, and have managed to run each of them off one by one. When Maria arrives, she is initially met with the same hostility, but her kindness, understanding, and sense of fun soon draws them to her and brings some much-needed joy into all their lives - including the Captain's. Eventually he and Maria find themselves falling in love, even though the Captain is already engaged to a Baroness named Elsa and Maria is still a postulant. The romance makes them both start questioning the decisions they have made. Their personal conflicts soon become overshadowed, however, by world events. Austria is about to come under the control of Germany, and the Captain may soon find himself drafted into the German Navy and forced to fight against his own country.

  4. 4

    Gremlins (1984)

    Joe DanteDP John HoraIMDb 7.3TMDB 7.1See in full on FrameThrower →

    Minature green monsters tear through the small town of Kingston Falls. Hijinks ensue as a mild-mannered bank teller releases these hideous loonies after gaining a new pet and violating two of three simple rules: No water (violated), no food after midnight (violated), and no bright light. Hilarious mayhem and destruction in a town straight out of Norman Rockwell. So, when your washing machine blows up or your TV goes on the fritz, before you call the repair man, turn on all the lights and look under all the beds. 'Cause you never can tell, there just might be a gremlin in your house.

  5. 5

    Singin’ in the Rain (1952)

    Stanley Donen, Gene KellyDP Harold RossonIMDb 8.3TMDB 8.1See in full on FrameThrower →

    1927 Hollywood. Monumental Pictures' biggest stars, glamorous on-screen couple Lina Lamont and Don Lockwood, are also an off-screen couple if the trade papers and gossip columns are to be believed. Both perpetuate the public perception if only to please their adoring fans and bring people into the movie theaters. In reality, Don barely tolerates her, while Lina, despite thinking Don beneath her, simplemindedly believes what she sees on screen in order to bolster her own stardom and sense of self-importance. R.F. Simpson, Monumental's head, dismisses what he thinks is a flash in the pan: talking pictures. It isn't until The Jazz Singer (1927) becomes a bona fide hit which results in all the movie theaters installing sound equipment that R.F. knows Monumental, most specifically in the form of Don and Lina, have to jump on the talking picture bandwagon, despite no one at the studio knowing anything about the technology. Musician Cosmo Brown, Don's best friend, gets hired as Monumental's ideas man and musical director. And by this time, Don has secretly started dating Kathy Selden, a chorus girl who is trying to make it big in pictures herself. Don and Kathy's relationship is despite their less than friendly initial meeting. Cosmo and Kathy help Don, who had worked his way up through the movie ranks to stardom, try make the leap to talking picture stardom, with Kathy following along the way. However, they have to overcome the technological issues. But the bigger problem is Lina, who will do anything to ensure she also makes the successful leap into talking pictures, despite her own inabilities and at anyone and everyone else's expense if they get in her way, especially Kathy as Don's off screen girlfriend and possibly his new talking picture leading lady.

  6. 6

    Hotel Transylvania

    Genndy TartakovskyIMDb 7.0TMDB 7.0See in full on FrameThrower →

    In 1895, Dracula builds a resort in Transylvania, hidden from the humans, to raise his beloved daughter Mavis in a safe environment. In the present, the place is the Hotel Transylvania, where monsters bring their families to vacation far from the frightening humans. Dracula invites his friends - Frankenstein and his wife Eunice; Wayne and Wanda, the werewolves; Griffin, the invisible man; Murray, the mummy; Bigfoot, among others - to celebrate the 118th birthday of Mavis. When the party is ready to start, the 21-year-old Jonathan is walking through the forest and stumbles upon the hotel. Dracula sees Jonathan and disguises him as a monster to hide Jonathan from the guests. But Mavis also sees Jonathan and Dracula forces him to pose as a monster. Soon Mavis believes that Jonathan is the "zing" of her life despite the advice of her father about humans.

  7. 7

    Barbie (2023)

    Greta GerwigDP Rodrigo PrietoIMDb 6.8TMDB 6.9See in full on FrameThrower →

    Barbie the Doll lives in bliss in the matriarchal society of Barbieland feeling good about her role in the world in the various iterations of Barbies over the years showing girls that play with her that they can be whatever and whoever they want. On the flip side, Ken, who also lives in Barbieland, is unnoticed except in relation to Barbie, which is however one step above any other doll in Barbieland, such as Allan. One day, Stereotypical Barbie begins to have feelings which she's never experienced which leads to her world seemingly falling apart. Weird Barbie determines that there is something happening in the real world with someone playing with her being unhappy leading to Stereotypical Barbie reluctantly heading to the real world to rectify what is happening with that person, she first needing to find this person. Much to Barbie's chagrin, the original Ken, Beach Ken, tags along with her to the real world in he needing to survive in her presence. Beyond their mission to find this person, Barbie and Ken will find the real world unlike anything they know in Barbieland, especially in it being a male dominated society. While Barbie still has to find out what's going on that made her come to the real world, Ken is finding a newfound control which he wants to bring back to Barbieland. If he is able to do so, the role of Barbie in the real world may be forever changed. On top of everything, executives at Mattel, primarily white men, discover that a "real life" Barbie and Ken doll have infiltrated the real world, their mission to capture the pair, but especially Barbie, to put them/her back in their/her place, namely in a manufacturer's sealed box.

  8. 8

    Minions (2015)

    Kyle Balda, Pierre CoffinIMDb 6.4TMDB 6.4See in full on FrameThrower →

    Ever since the dawn of time, the Minions have lived to serve the most despicable of masters. From the T-Rex to Napoleon, the easily distracted tribe has helped the biggest and the baddest of villains. Now, join protective leader Kevin, teenage rebel Stuart, and lovable little Bob on a global road trip. They'll earn a shot to work for a new boss, the world's first female supervillain, and try to save all of Minionkind from annihilation.

  9. 9

    But I’m A Cheerleader (1999)

    Jamie BabbitDP Jules LabartheIMDb 6.8TMDB 7.1See in full on FrameThrower →

    Megan is an all-American girl. She's a cheerleader and has a boyfriend, but she doesn't like kissing him very much, and she's pretty tactile with her cheerleader friends, and she only has pictures of girls up in her locker. Her parents and friends conclude that she *must* be gay and send her off to "sexual redirection" school, full of admittedly homosexual misfits, where she can learn how to be straight. Will Megan be turned around to successful heterosexuality, or will she succumb to her love for the beautiful Graham?

  10. 10

    Captain Fantastic (2016)

    Matt RossDP Stéphane FontaineIMDb 7.8TMDB 7.9See in full on FrameThrower →

    Ben and Leslie Cash live largely off the grid with their offspring -- Bodevan, Kielyr, Vespyr, Rellian, Zaja and Nai -- in a cabin in the mountains of Washington state. The parents have passed their socialist and survivalist ideals to their children. Ben considers most of Western society to be fascist, especially corporate America. He also believes that no one will or should be there for you, so you'd better learn how to take care of yourself. As such, the children have been subject to vigorous physical training; know how to deal with minor bumps, bruises, cuts, sprains, and even fractures; and know how to hunt, forage, and grow their own food. The children are also non-registered home schooled, meaning that they have no official academic records. Ben and Leslie have tried to make the children critical thinkers, however, within the context of their ideals. Beyond these issues, Ben and Leslie made the decision to live this lifestyle for Leslie's health. Formerly an attorney, Leslie was diagnosed as bipolar. Ben believes that this disorder started with her postpartum depression with Bo. Yet Leslie's condition has worsened. Despite not believing in Western medicine, Ben sends Leslie to a hospital close to Ben's sister, Harper, so that there can be family close by. While hospitalized, Leslie commits suicide. Beyond the collective grief, Leslie's act brings out a battle between Ben and Leslie's father, Jack Bertrang, a Christian who not only blames Ben for Leslie's death, but believes that what he is doing "to" the children can legally be considered abuse. Jack takes over the funeral arrangements as per his and his complacent wife Abby's Christian morals, against what Ben knows was Leslie's wishes, as she believed in Buddhist philosophies. Although Jack threatens to call the police if Ben shows up to the funeral, Ben and the children believe it is their mission to honor Leslie's last wishes to be cremated as per Buddhist philosophy. This mission not only may bring the divide between Jack and Ben to a head, but may also bring out some long dormant issues between the Cash children as they are exposed to commercial America in all its good and bad, and as Bo grows into manhood, he may have his own ideas of what he should do with the next phase of his life.

What joyful films are made of

How much more often each element appears in a joyful frame than in an average frame from the catalogue. A ratio, not a share — hat is not in most frames, it is simply far more common here than anywhere else.

  • hat1.8×
  • neon sign1.6×
  • boy1.5×
  • girl1.5×

How joyful films are shot

Weaker signals than the objects above, and worth saying so: most dramatic genres skew dark and night-heavy, so these numbers separate joyful from the catalogue far more than they separate it from its neighbours.

  • 21%high keyvs 12% baseline
  • 83%eye levelvs 69% baseline

What breaks the pattern

Charlie's Angels (2019) is the least typical film here — it carries the least of what the rest of this list is made of. Which is either a failure of the genre label, or the most interesting film on the page.

Method

Every frame in the FrameThrower catalogue is tagged for shot size, lighting, time of day, camera angle, colour and the objects visible in it. This page aggregates those tags across 2,501 frames from 30 films carrying the joyful label, and compares each figure to the same measurement across the whole catalogue (404,689 frames). Films are ranked by how closely they match the theme’s over-indexed elements, weighted by how distinctive each element is; one film per series. Only films with at least 20 indexed frames and 500 TMDB votes are listed.

Machine-readable: /api/list/joyful

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These are real movie frames, shown at reduced resolution. All rights remain with their respective owners; they appear here for study, commentary and education under fair-use principles. How these are meant to be used