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

Help videos for data reusers in datos.gob.es

In a platform such as datos.gob.es, where the frequency of dataset updates is constant, it is necessary to have mechanisms that facilitate massive and automatic queries. In datos.gob.es we have an API and a SPARQL point to facilitate this task. Both tools allow querying the metadata associated with…

tecnologías API SPARQL

conoce datos.gob.es: ¿Cómo consultar el catálogo de datos.gob.es a través del punto SPARQL?

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)