|
--- |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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dataset_info: |
|
features: |
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- name: id |
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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 |
|
--- |
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# tmdb-5000-movies |
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|
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## Overview |
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|
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The tmdb-5000-movies dataset is a collection of movie information available on The Movie Database (TMDB). |
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It is often used in machine learning and data analysis to explore patterns and trends in the film industry. |
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It can also used for recommendation systems. |
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|
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## Dataset Details |
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|
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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. |
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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. |
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The dataset contains two main tables: |
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|
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**movies_metadata.csv:** |
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|
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Contains general information about the movies, such as title, language, release date, budget, revenue, popularity, and average votes. |
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Each row corresponds to a movie. |
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|
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**credits.csv:** |
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|
|
Includes details about the cast and crew of each movie. |
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Each row corresponds to a crew member (actor, director, writer, etc.) for a specific movie. |
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|
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- Dataset Name: tmdb-5000-movies |
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- Language: English |
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- Total Size: 4,803 examples |
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|
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## Contents |
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|
|
The dataset consists of a data frame with 22 columns as follows: |
|
|
|
- id |
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- budget |
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- genres |
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- homepage |
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- keywords |
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- original_language |
|
- original_title |
|
- overview |
|
- popularity |
|
- production_companies |
|
- production countries |
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- release_date |
|
- revenue |
|
- runtime |
|
- spoken_languages |
|
- status |
|
- tagline |
|
- title |
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- vote_average |
|
- vote_count |
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- cast |
|
- crew |
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|
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example: |
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```bash |
|
{ |
|
id: 11, |
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budget: 11,000,000 |
|
genres: [{"id": 12, "name": "Adventure"}, {"id": 28, "name": "Action"}, {"id": 878, "name": "Science Fiction"}], |
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homepage: "http://www.starwars.com/films/star-wars-episode-iv-a-new-hope", |
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... |
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original_language: "en", |
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original_title: "Star Wars" |
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... |
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tagline: "A long time ago in a galaxy far, far away..." |
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... |
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} |
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``` |
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|
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## How to use |
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|
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```python |
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from datasets import load_dataset |
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|
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dataset = load_dataset("AiresPucrs/tmdb-5000-movies", split='train') |
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|
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``` |
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|
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## License |
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|
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This dataset is licensed under the [Other](https://www.themoviedb.org/terms-of-use). |