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

How to facilitate data collaboration to solve societal problems

Data are fundamental to solving the social and economic challenges we face today. It allows us to understand the causes behind a given situation and the factors that influence it, to estimate how it is evolving and to make informed decisions for change. The problem is that solving such challenges…

organizaciones sociedad colaboración +4

- Reports and studies

Cómo facilitar la colaboración en torno a los datos para resolver problemas de la sociedad

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)