license: cc-by-4.0
pretty_name: GAIA / GARDIAN-CIGI Agricultural Research Corpus
tags:
- science
- agriculture
- academic
- rag
- cgiar
- multilingual
- documents
- research
- food-security
- climate-adaptation
- sdg 1 - no poverty
- nutrition
- food security
- africa south of sahara
- carbon
- climate change
- latin america and the caribbean
- nutrition, health and food security
- poverty reduction, livelihoods and jobs
- sdg 2 - zero hunger
- sdg 8 - decent work and economic growth
- systems transformation
- decision making
- health
- africa
task_categories:
- summarization
- text-retrieval
- question-answering
- text-generation
- feature-extraction
size_categories:
- n<1K
configs:
- config_name: full_text_en
default: true
data_files:
- split: train
path: FULL_TEXT/EN/Parquet/*.parquet
- config_name: abstracts_only_en
data_files:
- split: train
path: ABSTRACTS_ONLY/EN/Parquet/*.parquet
- config_name: abstracts_only_es
data_files:
- split: train
path: ABSTRACTS_ONLY/ES/Parquet/*.parquet
- config_name: abstracts_only_fr
data_files:
- split: train
path: ABSTRACTS_ONLY/FR/Parquet/*.parquet
GAIA / GARDIAN-CIGI Agricultural Research Corpus
This dataset contains 20 agricultural research records from the GARDIAN repository, processed through the CIGI pipeline: 6 with full text and 14 with metadata and abstract only.
Repository Layout
FULL_TEXT/<LANG>/ documents with extracted full text
ABSTRACTS_ONLY/<LANG>/ documents with metadata and abstract only
JSON/ one JSON file per document (metadata + content)
Markdown/ one Markdown file per document (metadata front matter + text)
Parquet/ all documents of the folder in Parquet (part files)
Each FULL_TEXT/ABSTRACTS_ONLY + language folder is available as a separate config in the dataset viewer, e.g. load_dataset("sciosystems/test", "full_text_en").
| Folder | Documents | Tokens | Files | Size |
|---|---|---|---|---|
ABSTRACTS_ONLY/EN |
9 | 0 | 20 | 146.30 KB |
ABSTRACTS_ONLY/ES |
3 | 0 | 7 | 73.58 KB |
ABSTRACTS_ONLY/FR |
2 | 0 | 5 | 40.12 KB |
FULL_TEXT/EN |
6 | 29,954 | 13 | 468.00 KB |
Dataset Overview
| Property | Value |
|---|---|
| Total Documents | 20 |
| Full-Text Documents | 6 |
| Abstract-Only Documents | 14 |
| Total Size (all formats) | 728.00 KB |
| Total Tokens (full text) | 29,954 |
| Total Characters (full text) | 188,904 |
| Avg. Tokens per Full-Text Document | 4,992 |
| Total Pages (partly est.) | 76 |
| Languages | 3 |
| Countries | 18 |
| Unique Keywords | 211 |
| Resource Types | 6 |
| Documents with Source URL | 20 (100.0%) |
| Date Generated | 2026-11-04 18:27:07 |
Tokens are counted on the content field of full-text documents using the o200k_base tokenizer (tiktoken). 3 of 6 full-text documents have a real page count; the rest are estimated at 500 words per page.
Language Distribution
| Language | Count | Percentage |
|---|---|---|
| English | 15 | 75.0% |
| Spanish | 3 | 15.0% |
| French | 2 | 10.0% |
Resource Types
| Type | Count | Percentage |
|---|---|---|
| Dataset / Tabular | 7 | 35.0% |
| Scientific Publication | 6 | 30.0% |
| Report | 2 | 10.0% |
| Brief | 2 | 10.0% |
| Training Material | 2 | 10.0% |
| Dataset / Geospatial | 1 | 5.0% |
Top Countries
| Country | Count | Percentage |
|---|---|---|
| Peru | 3 | 15.0% |
| Viet Nam | 2 | 10.0% |
| Indonesia | 2 | 10.0% |
| Mali | 2 | 10.0% |
| India | 1 | 5.0% |
| Ethiopia | 1 | 5.0% |
| Bangladesh | 1 | 5.0% |
| Guyana | 1 | 5.0% |
| Russia | 1 | 5.0% |
| Colombia | 1 | 5.0% |
| Democratic Republic of the Congo | 1 | 5.0% |
| Malawi | 1 | 5.0% |
| Uganda | 1 | 5.0% |
| Honduras | 1 | 5.0% |
| Guatemala | 1 | 5.0% |
| Kenya | 1 | 5.0% |
| Costa Rica | 1 | 5.0% |
| Nigeria | 1 | 5.0% |
Top Keywords
sdg 1 - no poverty, nutrition, food security, africa south of sahara, carbon, climate change, latin america and the caribbean, nutrition, health and food security, poverty reduction, livelihoods and jobs, sdg 2 - zero hunger, sdg 8 - decent work and economic growth, systems transformation, decision making, health, africa, research, emission, models, tropical forests, biomass
Publication Years
2026 (1), 2025 (3), 2024 (2), 2023 (1), 2022 (2), 2021 (1), 2020 (1), 2018 (2), 2017 (2), 2015 (3), 2014 (2)
Rights
Per-document licensing varies. Distribution of the rights field:
| Rights | Docs | Share |
|---|---|---|
| CC-BY | 20 | 100.0% |
Rights are heterogeneous. The repo-level
cc-by-4.0tag reflects the curation of the collection, not a uniform document license. Always check the per-documentrightsfield (and the source aturl, where available) before redistributing or using individual documents commercially.
Document JSON Schema
{
"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": "list[string]",
"geography": {
"regions": "list[string]",
"countries": "list[string]"
},
"content": "string"
}
License
This dataset is released under CC-BY-4.0.
Acknowledgements
This dataset was developed for the Generative AI for Agriculture (GAIA) project, funded by the Gates Foundation and UK International Development (FCDO), in collaboration between CGIAR and SCiO.
Generated automatically on 2026-11-04 18:27:07