Knowledge

In this section you can find different tabs that take you to different types of resources related to data, open data and its reuse, including: data science exercises, infographics, reports and studies, videos, etc. These resources have been elaborated, both by the datos.gob.es team and by other external organisations. You can use the menu on the left to filter by various parameters such as publication date and audience, among others.

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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)…

análisis de datos análisis exploratorio de datos AED +5

Guía práctica de introducción al análisis exploratorio de datos en Python

A practical introductory guide to exploratory data analysis

Before performing data analysis, for statistical or predictive purposes, for example through machine learning techniques, it is necessary to understand the raw material with which we are going to work. It is necessary to understand and evaluate the quality of the data in order to, among other…

análisis de datos análisis exploratorio de datos AED +4

Exploratory Data analysis (EDA)

Guide to accelerate data-based businesses

The data economy in the European Union exceeded € 375,000 M in 2018, with a growth close to 12% compared to 2017, and it is expected to continue growing to € 555,000 M in 2025. Then, it will reach 4% of the GDP of the EU27. Given this situation, it is not surprising that an increasing number of…

sectores casos de uso

Metodología Construir-Medir-Aprender

Guide to publish open data quickly and easily (with CKAN)

The Iniciativa Aporta publishes the Guide to publish open data quickly and easily (with CKAN); a handbook that shows how to articulate an open data project without the need of extensive knowledge or prior experience in the opening of public sector information. In addition, this material includes a…

casos de uso estándares

Guía portal datos abiertos CKAN

Practical Manual to improve Open Data Quality

Although, nowadays more and more data sources are available, this does not imply that they are easy to use. In fact, multiple barriers hinder their access and reuse, reducing their quality. Iniciativa Aporta publishes the Practical Manual to improve Open Data Quality; a handbook that…

Calidad de los datos abiertos

Guía metodológica para iniciativas de datos abiertos sectoriales

La Guía Metodológica para Iniciativas de datos abiertos Sectoriales muestra cómo articular un proyecto de datos abiertos en torno a las necesidades de un sector o temática específica, realizando un recorrido general sobre los actores, acciones y elementos necesarios para la puesta…

metodología sectores tecnologías +1

Datos abiertos sectoriales