---
language:
  - en
license: other
license_name: 3gpp
license_link: https://www.3gpp.org/specifications-technologies/legal-matters
tags:
  - telecommunications
  - 3gpp
  - 5g
  - nr
  - lte
  - standards
  - release-18
pretty_name: 3GPP Release 18 Specifications
configs:
  - config_name: raw
    default: true
    data_files:
      - split: 21_series
        path: data/raw/21_series-*.parquet
      - split: 22_series
        path: data/raw/22_series-*.parquet
      - split: 23_series
        path: data/raw/23_series-*.parquet
      - split: 24_series
        path: data/raw/24_series-*.parquet
      - split: 26_series
        path: data/raw/26_series-*.parquet
      - split: 27_series
        path: data/raw/27_series-*.parquet
      - split: 28_series
        path: data/raw/28_series-*.parquet
      - split: 29_series
        path: data/raw/29_series-*.parquet
      - split: 31_series
        path: data/raw/31_series-*.parquet
      - split: 32_series
        path: data/raw/32_series-*.parquet
      - split: 33_series
        path: data/raw/33_series-*.parquet
      - split: 36_series
        path: data/raw/36_series-*.parquet
      - split: 37_series
        path: data/raw/37_series-*.parquet
      - split: 38_series
        path: data/raw/38_series-*.parquet
  - config_name: images
    data_files:
      - split: 21_series
        path: data/images/21_series-*.parquet
      - split: 22_series
        path: data/images/22_series-*.parquet
      - split: 23_series
        path: data/images/23_series-*.parquet
      - split: 24_series
        path: data/images/24_series-*.parquet
      - split: 26_series
        path: data/images/26_series-*.parquet
      - split: 27_series
        path: data/images/27_series-*.parquet
      - split: 28_series
        path: data/images/28_series-*.parquet
      - split: 29_series
        path: data/images/29_series-*.parquet
      - split: 31_series
        path: data/images/31_series-*.parquet
      - split: 32_series
        path: data/images/32_series-*.parquet
      - split: 33_series
        path: data/images/33_series-*.parquet
      - split: 36_series
        path: data/images/36_series-*.parquet
      - split: 37_series
        path: data/images/37_series-*.parquet
      - split: 38_series
        path: data/images/38_series-*.parquet
---

# 3GPP Release 18 Specifications

549 3GPP technical specifications and reports converted to markdown, organized by series.

## Usage

```python
from datasets import load_dataset

# Load all raw markdown for the 38-series
raw = load_dataset("GSMA/3GPP", "raw", split="38_series")

# Filter to one spec
spec = raw.filter(lambda r: r["spec_id"] == "38331")
print(spec[0]["text"][:500])

# Load all images for the 38-series
imgs = load_dataset("GSMA/3GPP", "images", split="38_series")

# Get images for one spec
spec_imgs = imgs.filter(lambda r: r["spec_id"] == "38104")
spec_imgs[0]["image"].show()
```

## Structure

Two **configs** (subsets): `raw` and `images`. Each has 14 **splits** (one per series).

**`raw`** -- one row per specification:

| spec_id | title | version | date | text |
|---------|-------|---------|------|------|
| 38104 | TS 38.104 | V18.4.0 | 2023-12 | # 3GPP TS 38.104... |

**`images`** -- one row per extracted figure:

| spec_id | filename | image |
|---------|----------|-------|
| 38104 | 64662465bba2..._img.jpg | PIL Image |

## Series (splits)

| Split | Specs | Images |
|-------|------:|-------:|
| 21_series | 1 | 4 |
| 22_series | 25 | 351 |
| 23_series | 86 | 4539 |
| 24_series | 55 | 1799 |
| 26_series | 22 | 749 |
| 27_series | 1 | 17 |
| 28_series | 47 | 681 |
| 29_series | 97 | 2269 |
| 31_series | 5 | 208 |
| 32_series | 20 | 498 |
| 33_series | 64 | 891 |
| 36_series | 25 | 904 |
| 37_series | 17 | 313 |
| 38_series | 84 | 2924 |

## Source

Original DOCX files are in `original/`. Converted via Datalab API.

## License

See [3GPP Legal Matters](https://www.3gpp.org/specifications-technologies/legal-matters).