Property	Value
Total Documents	85,782
Total Size	1.47 GB
Total Tokens	199,872,861
Total Pages	0
Languages	59
Unique Keywords	76,373
Resource Types	32
Date Generated	2026-07-16 08:22:33

Language Distribution

Language	Count	Percentage
English	55194	64.3%
Portuguese	18389	21.4%
French	8762	10.2%
Spanish	2358	2.7%
Indonesian	311	0.4%
Hindi	194	0.2%
Vietnamese	128	0.1%
Russian	68	0.1%
Arabic	62	0.1%
Amharic	46	0.1%
Chinese	40	0.0%
Swahili	31	0.0%
Unknown	28	0.0%
German	19	0.0%
Burmese	17	0.0%
Bengali	14	0.0%
Central	13	0.0%
Thai	12	0.0%
Uzbek	10	0.0%
Tajik	9	0.0%
Lao	7	0.0%
Italian	7	0.0%
Japanese	6	0.0%
Korean	4	0.0%
Romanian	4	0.0%
Kinyarwanda	3	0.0%
Oriya	3	0.0%
Nepali	3	0.0%
Malay	2	0.0%
Ganda	2	0.0%
Ndonga	2	0.0%
Oromo	2	0.0%
Bari	2	0.0%
Tagalog	2	0.0%
Shona	2	0.0%
Shilluk	2	0.0%
Dinka	2	0.0%
Dutch	1	0.0%
Turkmen	1	0.0%
Chichewa	1	0.0%
Georgian	1	0.0%
Yoruba	1	0.0%
Otuho	1	0.0%
Teso	1	0.0%
Filipino	1	0.0%
Bambara	1	0.0%
Kazakh	1	0.0%
Tamil	1	0.0%
Urdu	1	0.0%
Moru	1	0.0%
Xhosa	1	0.0%
Luo	1	0.0%
Nuer	1	0.0%
Telugu	1	0.0%
Sinhala	1	0.0%
Latin	1	0.0%
Zande	1	0.0%
Tetum	1	0.0%
Malagasy	1	0.0%

Top Keywords

science, agriculture, academic, grobid, rag, cgiar, multilingual, documents, research, food-security, climate-adaptation, para, climate change, food security, development, data, livestock, production, health, nutrition, rice, farmers, africa, analysis, systems

Resource Types

Type	Count
Scientific Publication	48685
Report	7092
Poster / Presentation	6907
Dataset / Tabular	5164
Brief	3400
Working Paper	2204
Magazine or Press item	1887
Book / Monograph	1763
Thesis	1533
Report / Case study	1327
Training Material	1315
Multimedia	1104
Factsheet	1088
Other	796
Online Sources	481
Report / Technical	321
Report / Annual	198
Periodical / Magazine	98
Report / Financial	76
Dataset / Geospatial	69
Report / Evaluation	58
Dataset / Omics	53
Report / Donor	48
Periodical / Journal	36
Map	27
Research Instrument	21
Source Code	11
Software	7
Report / Plan	5
Policy Document	4
Bibliography	2
Report / Strategy	2

Publication Years

2011 (6018), 2024 (6000), 2022 (5485), 2019 (5097), 2023 (4888), 2018 (4824), 2025 (4551), 2021 (4440), 2020 (4371), 2015 (4294)

Rights

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

Rights	Docs	Share
N/A	32324	37.7%
CC-BY-NC-ND	25085	29.2%
CC-BY	14858	17.3%
OGL-UK	5240	6.1%
CC-BY-NC	2664	3.1%
CP	2538	3.0%
CC-BY-NC-SA	1190	1.4%
CC0	944	1.1%
CC-BY-SA	527	0.6%
CC-BY-ND	167	0.2%
CP-NC	150	0.2%
CP-EDU	92	0.1%
UNLICENSE	2	0.0%
GPL	1	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

{
  "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": [],
      "countries": []
    }
  },
  "keywords": "null",
  "sieverID": "string",
  "pagecount": "string",
  "content": "string",
  "tokenCount": "string",
  "images": [],
  "tables": []
}

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 2026-07-16 08:22:33 Source directory: ./sieveroutput

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GAIA Agricultural Research Corpus

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This collection includes agricultural research corpus from CGIAR, USDA, CIRAD, and EMBRAPA. • 7 items • Updated 29 days ago • 1