README.md

---
license: cc-by-4.0
tags:
  - science
  - agriculture
  - academic
  - grobid
  - rag
  - cgiar
  - multilingual
  - documents
  - research
  - food-security
  - climate-adaptation
  - para
  - brazil
  - brasil
  - solo
  - milho
  - soja
  - zea mays
  - amazonia
  - feijão
  - phaseolus vulgaris
  - in vitro
  - soil
  - doença de planta
  - production
task_categories:
  - summarization
  - text-retrieval
  - question-answering
  - text-generation
  - feature-extraction
size_categories:
  - 100K<n<1M
pretty_name: GAIA / GARDIAN-CIGI Agricultural Research Corpus
---

# GAIA / GARDIAN-CIGI Agricultural Research Corpus

This dataset contains **130,922** agricultural research documents extracted from the GARDIAN repository and processed through the CIGI pipeline.

## Dataset Overview

| Property | Value |
|----------|-------|
| **Total Documents** | 130,922 |
| **Total Size** | 256.66 MB |
| **Total Tokens** | 11,827,230 |
| **Total Pages** | 0 |
| **Languages** | 8 |
| **Unique Keywords** | 106,492 |
| **Resource Types** | 11 |
| **Date Generated** | 2026-07-16 08:37:30 |

## Language Distribution

| Language | Count | Percentage |
|----------|-------|------------|
| Portuguese | 106018 | 81.0% |
| English | 24165 | 18.5% |
| Spanish | 558 | 0.4% |
| French | 144 | 0.1% |
| Italian | 16 | 0.0% |
| German | 14 | 0.0% |
| Japanese | 5 | 0.0% |
| Russian | 2 | 0.0% |

## Top Keywords

science, agriculture, academic, grobid, rag, cgiar, multilingual, documents, research, food-security, climate-adaptation, para, brazil, brasil, solo, milho, soja, zea mays, amazonia, feijão, phaseolus vulgaris, in vitro, soil, doença de planta, production

## Resource Types

| Type | Count |
|------|-------|
| Scientific Publication | 127298 |
| Thesis | 2452 |
| Book / Monograph | 720 |
| Factsheet | 349 |
| Other | 40 |
| Report / Technical | 27 |
| Magazine or Press item | 18 |
| Map | 13 |
| Bibliography | 3 |
| Multimedia | 1 |
| Periodical / Journal | 1 |

## Publication Years

2011 (24750), 2015 (10431), 2018 (9341), 2019 (8602), 2025 (8562), 2014 (8552), 2013 (8054), 2012 (7952), 2016 (7589), 2017 (7298)

## Rights

Per-document licensing varies. Distribution of `metadata.rights`:

| Rights | Docs | Share |
|---|---:|---:|
| CC-BY-NC-ND | 130922 | 100.0% |

> **Rights are heterogeneous.** The repo-level `cc-by-4.0` tag reflects the curation of the collection, **not** a uniform document license. **Always check the per-document `metadata.rights` field (and the source at `metadata.url`) before redistributing or using individual documents commercially.**

## Document JSON Schema

```json
{
  "metadata": {
    "gardian_id": "string",
    "source": "string",
    "url": "string",
    "description": "string",
    "id": "string",
    "title": "string",
    "language": "string",
    "resource_type": "string",
    "release_year": "string",
    "rights": "string",
    "dataNODE_id": "string",
    "keywords": [ "string" ],
    "geography": {
      "regions": [ "string" ],
      "countries": [ "string" ]
    }
  },
  "keywords": "null",
  "sieverID": "string",
  "pagecount": "string",
  "content": "string",
  "tokenCount": "string",
  "images": [],
  "tables": []
}
```

## License

This dataset is released under [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/).

## Acknowledgements

This dataset was developed for the [Generative AI for Agriculture (GAIA)](https://www.ifpri.org/project/generative-ai-for-agriculture-gaia/) project, funded by the Gates Foundation and UK International Development (FCDO), in collaboration between [CGIAR](https://www.cgiar.org/) and [SCiO](https://scio.systems/).

---

*Generated automatically on 2026-07-16 08:37:30*
*Source directory: ./sieveroutputembrapa*