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KGAP: An RDF knowledge graph of agricultural commodity prices

  • Filipi Miranda Soares*
  • , Luís Ferreira Pires
  • , Fernando Elias Corrêa
  • , Luiz Olavo Bonino da Silva Santos
  • , Kelly Rosa Braghetto
  • , Dilvan de Abreu Moreira
  • , Debora Pignatari Drucker
  • , Alexandre Cláudio Botazzo Delbem
  • , Antonio Mauro Saraiva
  • *Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

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Abstract

This article presents the Knowledge Graph for Agricultural Prices (KGAP), which is a knowledge graph (KG) that integrates agricultural commodity prices data from three major Brazilian institutions: Cepea, Conab, and Ipea. The datasets, originally published in heterogeneous formats, were harmonized and converted into RDF/Turtle using the Almes Core metadata schema as the data model. Agricultural products were classified with the Agricultural Product Types Ontology (APTO), and geographic references were aligned with GeoNames identifiers, ensuring semantic consistency and adherence to the FAIR data principles. KGAP is archived on Zenodo and GitHub, and hosted on the Platform Linked Data Nederland (PLDN) with a public SPARQL endpoint. It contains metadata, price observations, product types, and location entities, allowing users to query and compare agricultural prices across institutions, regions, and time periods. The knowledge graph can potentially support applications in agricultural economics, policy analysis, journalism, data science, and machine learning. By explicitly modeling metadata such as reference quantities, KGAP enables semantically-aware queries that prevent common analytical errors and reveal insights previously obscured by data heterogeneity
Original languageEnglish
Article number112607
JournalData in brief
Volume65
Early online date19 Feb 2026
DOIs
Publication statusPublished - 1 Apr 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 2 - Zero Hunger
    SDG 2 Zero Hunger

Keywords

  • UT-Gold-D

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