import pandas as pd
often host curated or historical versions of these datasets for research and machine learning tutorials. API Alternatives : Tools like
1. Official IMDb Alternative Interfaces: The Free Subset Datasets imdb database free
You can download the files directly from datasets.imdbws.com . 2. Large Movie Review Dataset (NLP/Sentiment Analysis)
Downloading the files is only half the battle. A title.basics.tsv file contains millions of rows. What do you do next? import pandas as pd often host curated or
CREATE TABLE movies AS SELECT * FROM basics; CREATE TABLE ratings AS SELECT * FROM ratings;
Using the ratings and genre data, you can build collaborative or content-based filtering algorithms. What do you do next
Approximately 10–15 GB compressed, 50–70 GB uncompressed for all TSV files (as of 2025).
IMDb provides of its data for personal and non-commercial use.