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 description sheet 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)

New trends and challenges in the data world

The amount of data we generate does not stop growing. 90% of the data created in the history of humanity were produced during the last year and a 40% annual growth is estimated for the next decade. These figures highlight the importance of data in today's economy and society. The data provide us…

big data internet de las cosas inteligencia artificial +4

- Reports and studies

Tendencias y desafíos