---
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: 3265428405
    num_examples: 6574149
  download_size: 1289260187
  dataset_size: 3265428405
- 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: 689117431.2710671
    num_examples: 1387371
  download_size: 276644226
  dataset_size: 689117431.2710671
configs:
- config_name: all
  data_files:
  - split: train
    path: all/train-*
- config_name: safe
  data_files:
  - split: train
    path: safe/train-*
license: cc0-1.0
task_categories:
- text-classification
- text-generation
- text2text-generation
language:
- en
size_categories:
- 1M<n<10M
---

# danbooru-tags-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|`2005-01-01..2023-12-31`|`2005-01-01..2023-12-31`|
|Score|`>0`|`>0`|
|Rating|`g,s,q,e`|`g`|
|Filetype|`png,jpg,webp`|`png,jpg,webp`|
|Size (number of rows)|6,574,149|1,387,371|


## Usage

```
pip install datasets
```

```py
from datasets import load_dataset
dataset = load_dataset(
    "isek-ai/danbooru-tags-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: 1387371
# })
# {'id': 12219,
# 'copyright': 'fate/stay night, fate/unlimited blade works, fate (series)',
# 'character': 'emiya shirou, gilgamesh (fate), gilgamesh (immoral biker jacket) (fate)',
# 'artist': 'takeuchi takashi',
# 'general': '2boys, alternate costume, alternate hairstyle, battle, blonde hair, brown hair, clenched teeth, duel, dutch angle, field of blades, jacket, long sleeves, male focus, multiple boys, official alternate costume, open clothes, open jacket, open mouth, orange hair, pants, planted, planted sword, raglan sleeves, red eyes, sky, slashing, sword, teeth, unlimited blade works (fate), wasteland, weapon',
# 'meta': 'game cg',
# 'rating': 'g',
# 'score': 33,
# 'created_at': '2005-10-15T08:50:32.000+09:00'}
```