Datasets:

CGIAR
/

ifpri-ai-documents-markdown

	---
	license: cc-by-4.0
	tags:
	- science
	- agriculture
	- academic
	- grobid
	- rag
	- cgiar
	- multilingual
	- documents
	- research
	- food-security
	- climate-adaptation
	- nutrition
	- food security
	- health
	- malnutrition
	- households
	- poverty
	- gender
	- food
	- developing countries
	- climate change
	- child nutrition
	- agricultural policies
	- maternal and child health
	- women
	task_categories:
	- summarization
	- text-retrieval
	- question-answering
	- text-generation
	- feature-extraction
	size_categories:
	- 10K<n<100K
	pretty_name: GAIA / GARDIAN-CIGI Agricultural Research Corpus
	---

	# GAIA / GARDIAN-CIGI Agricultural Research Corpus

	This dataset contains 21,726 agricultural research documents extracted from the GARDIAN repository and processed through the CIGI pipeline.

	## Dataset Overview

	\| Property \| Value \|
	\|----------\|-------\|
	\| Total Documents \| 21,726 \|
	\| Total Size \| 623.27 MB \|
	\| Total Tokens \| 85,359,442 \|
	\| Total Pages \| 0 \|
	\| Languages \| 25 \|
	\| Unique Keywords \| 7,127 \|
	\| Resource Types \| 20 \|
	\| Date Generated \| 2026-07-31 02:55:20 \|

	## Language Distribution

	\| Language \| Count \| Percentage \|
	\|----------\|-------\|------------\|
	\| English \| 18921 \| 87.1% \|
	\| Hindi \| 1220 \| 5.6% \|
	\| French \| 534 \| 2.5% \|
	\| Spanish \| 456 \| 2.1% \|
	\| Arabic \| 123 \| 0.6% \|
	\| Portuguese \| 109 \| 0.5% \|
	\| Chinese \| 83 \| 0.4% \|
	\| Burmese \| 77 \| 0.4% \|
	\| Russian \| 53 \| 0.2% \|
	\| German \| 40 \| 0.2% \|
	\| Tajik \| 38 \| 0.2% \|
	\| Amharic \| 20 \| 0.1% \|
	\| Japanese \| 15 \| 0.1% \|
	\| Korean \| 10 \| 0.0% \|
	\| Italian \| 8 \| 0.0% \|
	\| Aragonese \| 6 \| 0.0% \|
	\| Bengali \| 3 \| 0.0% \|
	\| Yoruba \| 2 \| 0.0% \|
	\| Bosnian \| 2 \| 0.0% \|
	\| Vietnamese \| 1 \| 0.0% \|
	\| Swahili \| 1 \| 0.0% \|
	\| Kinyarwanda \| 1 \| 0.0% \|
	\| Danish \| 1 \| 0.0% \|
	\| Belarusian \| 1 \| 0.0% \|
	\| Basque \| 1 \| 0.0% \|

	## Top Keywords

	science, agriculture, academic, grobid, rag, cgiar, multilingual, documents, research, food-security, climate-adaptation, nutrition, food security, health, malnutrition, households, poverty, gender, food, developing countries, climate change, child nutrition, agricultural policies, maternal and child health, women

	## Resource Types

	\| Type \| Count \|
	\|------\|-------\|
	\| Brief \| 5888 \|
	\| Scientific Publication \| 4777 \|
	\| Working Paper \| 4099 \|
	\| Poster / Presentation \| 2157 \|
	\| Dataset / Tabular \| 1683 \|
	\| Report \| 1426 \|
	\| Book / Monograph \| 681 \|
	\| Factsheet \| 437 \|
	\| Other \| 230 \|
	\| Training Material \| 132 \|
	\| Online Sources \| 111 \|
	\| Magazine or Press item \| 34 \|
	\| Dataset / Geospatial \| 20 \|
	\| Multimedia \| 14 \|
	\| Report / Case study \| 11 \|
	\| Report / Financial \| 11 \|
	\| Report / Annual \| 7 \|
	\| Periodical / Journal \| 3 \|
	\| Map \| 3 \|
	\| Periodical / Magazine \| 2 \|

	## Publication Years

	2022 (3110), 2021 (1392), 2014 (1275), 2023 (1220), 2020 (1184), 2019 (1183), 2024 (1081), 2015 (979), 2018 (967), 2016 (935)

	## Rights

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

	\| Rights \| Docs \| Share \|
	\|---\|---:\|---:\|
	\| N/A \| 14042 \| 64.6% \|
	\| CC-BY \| 4853 \| 22.3% \|
	\| CP \| 1016 \| 4.7% \|
	\| CC-BY-NC-ND \| 728 \| 3.4% \|
	\| CC-BY-NC \| 727 \| 3.3% \|
	\| CC-BY-NC-SA \| 148 \| 0.7% \|
	\| CC0 \| 86 \| 0.4% \|
	\| CC-BY-SA \| 61 \| 0.3% \|
	\| CP-NC \| 35 \| 0.2% \|
	\| CC-BY-ND \| 28 \| 0.1% \|
	\| CP-EDU \| 2 \| 0.0% \|

	> 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 2026-07-31 02:55:20
	Source directory: ./sieveroutputifpri