tmdb-5000-movies / README.md
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metadata
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
dataset_info:
  features:
    - name: id
      dtype: int64
    - name: budget
      dtype: int64
    - name: genres
      dtype: string
    - name: homepage
      dtype: string
    - name: keywords
      dtype: string
    - name: original_language
      dtype: string
    - name: original_title
      dtype: string
    - name: overview
      dtype: string
    - name: popularity
      dtype: float64
    - name: production_companies
      dtype: string
    - name: production_countries
      dtype: string
    - name: release_date
      dtype: string
    - name: revenue
      dtype: int64
    - name: runtime
      dtype: float64
    - name: spoken_languages
      dtype: string
    - name: status
      dtype: string
    - name: tagline
      dtype: string
    - name: title
      dtype: string
    - name: vote_average
      dtype: float64
    - name: vote_count
      dtype: int64
    - name: cast
      dtype: string
    - name: crew
      dtype: string
  splits:
    - name: train
      num_bytes: 40655819
      num_examples: 4803
  download_size: 13875246
  dataset_size: 40655819
license: other
language:
  - en
pretty_name: tmdb-5000-movies
size_categories:
  - 1K<n<10K

tmdb-5000-movies

Overview

The tmdb-5000-movies dataset is a collection of movie information available on The Movie Database (TMDB). It is often used in machine learning and data analysis to explore patterns and trends in the film industry. It can also used for recommendation systems.

Dataset Details

The original dataset was generated from The Movie Database API. This product uses the TMDb API but is not endorsed or certified by TMDb. The data was collected from TMDB 5000 Movie Dataset, a popular movie database website known for its wealth of information on movies, TV shows, and celebrities. The dataset contains two main tables:

movies_metadata.csv:

Contains general information about the movies, such as title, language, release date, budget, revenue, popularity, and average votes. Each row corresponds to a movie.

credits.csv:

Includes details about the cast and crew of each movie. Each row corresponds to a crew member (actor, director, writer, etc.) for a specific movie.

  • Dataset Name: tmdb-5000-movies
  • Language: English
  • Total Size: 4,803 examples

Contents

The dataset consists of a data frame with 22 columns as follows:

  • id
  • budget
  • genres
  • homepage
  • keywords
  • original_language
  • original_title
  • overview
  • popularity
  • production_companies
  • production countries
  • release_date
  • revenue
  • runtime
  • spoken_languages
  • status
  • tagline
  • title
  • vote_average
  • vote_count
  • cast
  • crew

example:

{
  id: 11,
  budget: 11,000,000
  genres: [{"id": 12, "name": "Adventure"}, {"id": 28, "name": "Action"}, {"id": 878, "name": "Science Fiction"}],
  homepage: "http://www.starwars.com/films/star-wars-episode-iv-a-new-hope",
  ...
  original_language: "en",
  original_title: "Star Wars"
  ...
  tagline: "A long time ago in a galaxy far, far away..."
  ...
}

How to use

from datasets import load_dataset

dataset = load_dataset("AiresPucrs/tmdb-5000-movies", split='train')

License

This dataset is licensed under the Other.