README.md

metadata

language:
  - en
license: cc0-1.0
size_categories:
  - 1M<n<10M
task_categories:
  - text-classification
  - text-generation
  - text2text-generation
dataset_info:
  - config_name: all
    features:
      - name: id
        dtype: int64
      - name: copyright
        dtype: string
      - name: character
        dtype: string
      - name: artist
        dtype: string
      - name: general
        dtype: string
      - name: meta
        dtype: string
      - name: rating
        dtype: string
      - name: score
        dtype: int64
      - name: created_at
        dtype: string
    splits:
      - name: train
        num_bytes: 2507757369
        num_examples: 4601557
    download_size: 991454905
    dataset_size: 2507757369
  - config_name: safe
    features:
      - name: id
        dtype: int64
      - name: copyright
        dtype: string
      - name: character
        dtype: string
      - name: artist
        dtype: string
      - name: general
        dtype: string
      - name: meta
        dtype: string
      - name: rating
        dtype: string
      - name: score
        dtype: int64
      - name: created_at
        dtype: string
    splits:
      - name: train
        num_bytes: 646613535.5369519
        num_examples: 1186490
    download_size: 247085114
    dataset_size: 646613535.5369519
configs:
  - config_name: all
    data_files:
      - split: train
        path: all/train-*
  - config_name: safe
    data_files:
      - split: train
        path: safe/train-*
tags:
  - danbooru

danbooru-tags-2016-2023

A dataset of danbooru tags.

Dataset information

Generated using danbooru and safebooru API.

The dataset was created with the following conditions:

Subset name	all	safe
API Endpoint	https://danbooru.donmai.us	https://safebooru.donmai.us
Date	2016-01-01..2023-12-31	2016-01-01..2023-12-31
Score	>0	>0
Rating	g,s,q,e	g
Filetype	png,jpg,webp	png,jpg,webp
Size (number of rows)	4,601,557	1,186,490

Usage

pip install datasets

from datasets import load_dataset

dataset = load_dataset(
    "isek-ai/danbooru-tags-2016-2023",
    "safe", # or "all"
    split="train",
)

print(dataset)
print(dataset[0])
# Dataset({
#     features: ['id', 'copyright', 'character', 'artist', 'general', 'meta', 'rating', 'score', 'created_at'],        
#     num_rows: 1186490
# })
# {'id': 2229839, 'copyright': 'kara no kyoukai', 'character': 'ryougi shiki', 'artist': 'momoko (momopoco)', 'general': '1girl, 2016, :|, brown eyes, brown hair, closed mouth, cloud, cloudy sky, dated, day, flower, hair flower, hair ornament, japanese clothes, kimono, long hair, long sleeves, looking at viewer, new year, obi, outdoors, sash, shrine, sky, solo, standing, wide sleeves', 'meta': 'commentary request, partial commentary', 'rating': 'g', 'score': 76, 'created_at': '2016-01-01T00:43:18.369+09:00'}