31 documents found
A practical introductory guide to exploratory data analysis in Python
The following presents a new guide to Exploratory Data Analysis (EDA) implemented in Python, which evolves and complements the version published in R in 2021. This update responds to the needs of an increasingly diverse community in the field of data science.
Exploratory Data Analysis (EDA)…
- Guides
How to develop a plan of measures to promote openness and reuse of open data
Public sector bodies must make their data available for re-use, making it accessible in the form of open data, as referred to in Spain's legislative framework. The first step for this is that each entity, at local, regional and state level, as well as bodies, entities and trading companies…
- Guides
Practical guide for improving the quality of open data
When publishing open data, it is essential to ensure its quality. If data is well documented and of the required quality, it will be easier to reuse, as there will be less additional work for cleaning and processing. In addition, poor data quality can be costly for publishers, who may spend more…
- Guides
Features for the creation of data spaces
A data space is an ecosystem where, on a voluntary basis, the data of its participants (public sector, large and small technology or business companies, individuals, research organizations, etc.) are pooled. Thus, under a context of sovereignty, trust and security, products or services can be…
- Guides
How to deal with a data analysis project?
By analysing data, we can discover meaningful patterns and gain insights that lead to informed decision making. But good data analysis needs to be methodical and follow a series of steps in an orderly fashion. In this video (in Spanish) we give you some tips on the steps to follow:
The importance…
- Guides
Practical guide for the publication of linked data
It is important to publish open data following a series of guidelines that facilitate its reuse, including the use of common schemas, such as standard formats, ontologies and vocabularies. In this way, datasets published by different organizations will be more homogeneous and users will be able to…
- Guides
Infographics: Featured strategies and datasets
Discover which are the strategic frameworks that mark the publication and use of open data, as well as the most outstanding datasets at local, regional, national and international level through the various infographics that we will publish periodically.
European Health Data Space: objectives and…
- Infographics
Infographics: Impact and use cases
These infographics show examples of the use of open data in certain sectors, as well as data from studies on its impact. New content will be published periodically.
Learning with open data: training resources for secondary school students
Published: November 2025
This compilation of…
- Infographics
Infographics: The datos.gob.es platform and how it works
Thanks to these infographics you can learn a little more about the activity of datos.gob.es and the functionalities of the platform. New contents will be published periodically.
What is datos.gob.es?
Published: September 2025
In this infographic, we have summarized the main resources you can…
- Infographics
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
