Movies recommendation services rely on ratings and reviews of other movies. Depending on the number of users, certain movies may have high ratings and others may have low ratings. The result is that a movie that’s less popular may be more likely to make it onto a recommendation list. Similarly, a movie that’s recently released might have higher ratings than a movie that’s been around for years. To make up for this imbalance, movie recommendations may give newer releases extra weight.
Movielens
MovieLens is a user-driven recommendation engine that relies on user ratings to make recommendations. Users give ratings to thousands of movies and the site then provides recommendations based on those ratings. In addition, the service also allows users to rate movies based on their preferences, such as movies about love, romantic comedies, or dark humor.
This dataset contains a wide range of information, including movie ids, genres, ratings, and other user data. It is a synthetic version of the ML-20M dataset, which contains twenty million real-world ratings. Users can read the data with python or numpy.
Rotten Tomatoes
Rotten Tomatoes is a website devoted to film reviews. It is owned by Andrea Grau, who also owns the publicity firm Touchwood PR. The company has an extremely close relationship with two major Hollywood studios. The company has also been accused of conflicts of interest due to its close relationship with Andrea Grau.
The site tracks the latest movies coming out in theaters. It also tracks the movies that are currently performing well in the theaters. The Opening This Week page is helpful if you’d like to see a movie coming out within a few weeks, while the Coming Soon page is best for planning ahead a few months. In addition, you can view current movie theaters by checking out the Top Box Office page.
Unspooled
Unspooled is a podcast from comedian Paul Scheer and former LA Times film critic Amy Nicholson. Each week, the duo selects a new movie and invite a guest film critic to give it a thorough look. You can expect an in-depth and entertaining analysis of every film they suggest.
This podcast isn’t so much about recommending movies as it is about discussing them. Amy and Paul argue about the merits of each film. Often, they question whether or not a film is brilliant or has been overlooked simply because no one has questioned it before. The duo doesn’t pretend to be critics or experts; they are just ordinary people who love movies as much as you do. But despite their disagreements, they still manage to give each film its due.
FilmAffinity
If you enjoy watching movies on Netflix, you may want to check out FilmAffinity. This streaming service helps you find new movies to watch based on your personal taste. It is easy to browse, and recommends films based on different criteria, including new releases, streaming services, and awards. You can also browse by genre and film festivals to find similar movies to watch.
Lifehacker
If you’re a fan of classic movies, you can get some great recommendations from the Lifehacker email newsletter. Some of the titles included in this list are The Postman and The Pacifier. Both films feature The Sound of Music’s opening scene, and both have a connection to the original. Other films with a close resemblance to The Sound of Music are Inglorious Basterds and Source Code.
IMDb
If you’ve ever wanted to watch a movie but aren’t sure what to choose, the new IMDb movies recommendation is a great way to find the perfect movie. In addition to its list of recommended titles, the website also features mini-games that allow users to narrow down their options. The “Time Machine” game, for example, suggests up to six titles across streaming services based on decade and year.
Another great feature is IMDb’s Watch Guide, which features curated content. Watch Guides feature videos, lists, and galleries that will help you figure out what to watch next.