README.md

---
dataset_info:
  features:
    - name: thread_no
      dtype: int64
    - name: archived_on
      dtype: int64
    - name: semantic_url
      dtype: string
    - name: "no"
      dtype: int64
    - name: resto
      dtype: int64
    - name: time
      dtype: int64
    - name: now
      dtype: string
    - name: name
      dtype: string
    - name: trip
      dtype: string
    - name: sub
      dtype: string
    - name: com
      dtype: string
    - name: country
      dtype: string
    - name: country_name
      dtype: string
    - name: filename
      dtype: string
    - name: ext
      dtype: string
    - name: fsize
      dtype: int64
    - name: md5
      dtype: string
    - name: w
      dtype: int32
    - name: h
      dtype: int32
    - name: tn_w
      dtype: int32
    - name: tn_h
      dtype: int32
    - name: tim
      dtype: int64
    - name: replies
      dtype: int32
    - name: images
      dtype: int32
    - name: bumplimit
      dtype: int32
    - name: imagelimit
      dtype: int32
    - name: archived
      dtype: int32
    - name: closed
      dtype: int32
    - name: toxicity
      dtype: float32
    - name: severe_toxicity
      dtype: float32
    - name: inflammatory
      dtype: float32
    - name: profanity
      dtype: float32
    - name: insult
      dtype: float32
    - name: obscene
      dtype: float32
    - name: spam
      dtype: float32
    - name: entities
      dtype: string
  splits:
    - name: train
      num_bytes: 19440000000
      num_examples: 134529233
  download_size: 19440000000
  dataset_size: 134529233
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*-of-00270.parquet
license: cc-by-4.0
task_categories:
  - text-classification
language:
  - en
tags:
  - 4chan
  - toxicity
  - perspective-api
  - named-entities
  - political
pretty_name: "/pol/ 4chan Augmented (Jun 2016 - Nov 2019)"
size_categories:
  - 100M<n<1B
---

# /pol/ 4chan Augmented Dataset

**134.5M posts** from 3.4M threads on 4chan's /pol/ board (June 2016 - November 2019), augmented with Perspective API toxicity scores and named entity recognition.

## Dataset Description

This dataset contains posts from 4chan's Politically Incorrect (/pol/) board, collected between June 2016 and November 2019. Each post has been augmented with:

- **Perspective API toxicity scores** (7 dimensions): toxicity, severe_toxicity, inflammatory, profanity, insult, obscene, spam
- **Named Entity Recognition**: extracted entities stored as JSON arrays

### Source

Original data from [Papasavva et al. (2020)](https://zenodo.org/records/3606810) — "Raiders of the Lost Kek: 3.5 Years of Augmented 4chan Posts from the Politically Incorrect Board".

### Format

270 parquet shards with zstd compression (~70MB each). The dataset is directly loadable with HuggingFace `datasets`:

```python
from datasets import load_dataset
ds = load_dataset("ylelauta/pol-4chan-augmented")
```

### Schema

| Field | Type | Description |
|-------|------|-------------|
| `thread_no` | int64 | Thread number (from OP) |
| `no` | int64 | Post number |
| `resto` | int64 | 0 = OP, >0 = reply-to thread number |
| `time` | int64 | Unix timestamp |
| `com` | string | Comment HTML |
| `country` / `country_name` | string | Poster's country flag |
| `sub` | string | Subject (OP only) |
| `name` / `trip` | string | Poster identity |
| `filename` / `ext` / `fsize` / `md5` / `w` / `h` / `tim` | mixed | Image metadata |
| `replies` / `images` | int32 | Thread stats (OP only) |
| `toxicity` | float32 | Perspective API toxicity score (0-1) |
| `severe_toxicity` | float32 | Severe toxicity score |
| `inflammatory` | float32 | Inflammatory score |
| `profanity` | float32 | Profanity score |
| `insult` | float32 | Insult score |
| `obscene` | float32 | Obscene score |
| `spam` | float32 | Spam score |
| `entities` | string | JSON array of named entities |

### Statistics

- **134,529,233** posts
- **3,397,911** threads
- **270** parquet shards
- Date range: June 2016 - November 2019

### Citation

```bibtex
@inproceedings{papasavva2020raiders,
  title={Raiders of the Lost Kek: 3.5 Years of Augmented 4chan Posts from the Politically Incorrect Board},
  author={Papasavva, Antonis and Zannettou, Savvas and De Cristofaro, Emiliano and Stringhini, Gianluca and Blackburn, Jeremy},
  booktitle={Proceedings of the International AAAI Conference on Web and Social Media},
  year={2020}
}
```

### License

CC-BY-4.0 (following the original dataset license)