13 documents found
Technical Guide: Implementing SHACL
The adoption of the new DCAT-AP-ES profile aligns Spain with the application profile in Europe (DCAT-AP), facilitating automatic federation between data catalogs defined in RDF (Resource Description Framework).
In this RDF graph environment where flexibility is the norm, the absence of traditional…
- Guides
New Trends and Challenges in the World of Data
The digital ecosystem around data has evolved rapidly in recent years. While the debate once focused mainly on volume and speed, today we face a far more complex landscape in which generative artificial intelligence, governance, ethics, and interoperability have become central priorities.
This…
- Guides
Public sector data reuser´s decalogue
The "Public Sector Data Re-User´s Decalogue" (2025 edition), offers an updated guide to facilitate the access, reuse and enhancement of public sector information in the current context marked by the data economy, artificial intelligence and new European regulatory frameworks. It maintains its…
- Guides
Technical guide: Data version control
Data possesses a fluid and complex nature: it changes, grows, and evolves constantly, displaying a volatility that profoundly differentiates it from source code. To respond to the challenge of reliably managing this evolution, we have developed the new 'Technical Guide: Data Version Control'.
This…
- Guides
Data Scientist's Decalogue
Data science has become a pillar of evidence-based decision-making in the public and private sectors. In this context, there is a need for a practical and universal guide that transcends technological fads and provides solid and applicable principles. This guide offers a decalogue of good practices…
- Guides
How to Create an Expert Assistant with Open Data: Building GPT to Answer the Critical Minerals Challenge
1. Introduction
In the information age, artificial intelligence has proven to be an invaluable tool for a variety of applications. One of the most incredible manifestations of this technology is GPT (Generative Pre-trained Transformer), developed by OpenAI. GPT is a natural language model…
- Data exercises
Emerging technologies and open data: introduction to data science applied to image analysis
We present a new report in the series 'Emerging Technologies and Open Data', by Alejandro Alija. The aim of these reports is to help the reader understand how various technologies work, what is the role of open data in them and what impact they will have on our society. This series includes…
- Reports and studies
Infographics: Disruptive technologies and open data
Open data can be the basis for various disruptive technologies, such as Artificial Intelligence, which can lead to improvements in society and the economy. These infographics address both tools for working with data and examples of the use of open data in these new technologies. New content will be…
- Infographics
New trends and challenges in the data world
The amount of data we generate does not stop growing. 90% of the data created in the history of humanity were produced during the last year and a 40% annual growth is estimated for the next decade. These figures highlight the importance of data in today's economy and society. The data provide us…
- Reports and studies
Share-PSI 2.0: Las mejores prácticas para compartir información del sector público
Iniciativa Aporta – Datos.gob.es ha actualizado y enriquecido las 56 mejores prácticas para compartir información del sector público que fueron recopiladas por la red temática Share-PSI 2.0. El repositorio de Share-PSI 2.0. concebido para servir de orientación a todas las organizaciones públicas a…
- Guías
