If the official datasets feel too bulky, these alternatives are often easier to use for small projects: IMDb Non-Commercial Datasets | IMDb Developer
Building a local movie database or research projects.
SELECT primaryTitle, startYear, averageRating, numVotes FROM movies JOIN ratings ON movies.tconst = ratings.tconst WHERE genres LIKE '%Sci-Fi%' AND titleType = 'movie' AND startYear BETWEEN 1990 AND 2000 AND numVotes > 50000 ORDER BY averageRating DESC; imdb database free
The Open Movie Database (OMDb) is a RESTful web service that retrieves data in JSON or XML. It is the full IMDb database, but it’s free for up to 1,000 daily requests. You get rating, plot, poster, and basic title info.
The Internet Movie Database (IMDb) offers several ways to access its vast repository of film and TV data for free, primarily for personal or educational use If the official datasets feel too bulky, these
IMDb provides a subset of its database as flat files (TSV format) for non-commercial use. What you get:
: Predictive Modelling on IMDB's Movie Data explores how big data analytics can discover hidden patterns in movie success based on director popularity and audience votes. You get rating, plot, poster, and basic title info
Platforms like RapidAPI host various third-party IMDb-related APIs that often include a free quota of requests per month. 3. Pre-Compiled Datasets on Kaggle