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---
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](https://www.themoviedb.org/). This product uses the TMDb API but is not endorsed or certified by TMDb.
The data was collected from [TMDB 5000 Movie Dataset](https://www.kaggle.com/datasets/tmdb/tmdb-movie-metadata?select=tmdb_5000_movies.csv), 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:
```bash
{
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
```python
from datasets import load_dataset
dataset = load_dataset("AiresPucrs/tmdb-5000-movies", split='train')
```
## License
This dataset is licensed under the [Other](https://www.themoviedb.org/terms-of-use). |