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)

DCAT-AP and its extensions: Context and evolution

One of the main challenges that arise when addressing an Open Data initiative is to define the information architecture and facilitate interoperability between data catalogs published by different portals on the Web. In order to solve this challenge, the World Wide Web Consortium (W3C) published…

normativas estándares DCAT-AP +1

- Reports and studies

Informe DCAT-AP y sus extensiones