---
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](https://danbooru.donmai.us/) and [safebooru](https://safebooru.donmai.us/) 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
```

```py
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'}
```