9 documents found
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)…
- Guides
Emerging technologies and open data: introduction to data science applied to image analysis
We present a new report in the series 'Emerging Technologies and Open Data', by Alejandro Alija. The aim of these reports is to help the reader understand how various technologies work, what is the role of open data in them and what impact they will have on our society. This series includes…
- Reports and studies
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…
- Guides
How to integrate a visualization tool into a data platform
The saying "a picture is worth a thousand words" is a clear example of popular wisdom based on science. 90% of the information we process is visual, thanks to a million nerve fibers that link the eye to the brain and more than 20,000 million neurons that perform the processing of the impulses…
- Guides
Open data and health: technological context, stakeholders and legal framework
Spain is the second country with the highest life expectancy in the world, only behind Japan. Spaniards live 83 years on average. This positive data is stained by a negative one: the low birth rate, which is leading us towards a population aging. This situation means that we need a more efficient…
- Reports and studies
Open Data and Smart Cities Report: an alternative legal perspective
The commitment to so-called smart cities is currently one of the major commitments to technological innovation in the public sector, especially in the local sphere. This type of initiative aims to address challenges to sustainability in the urban context and, through the advanced use of information…
- Reports and studies
Open data representation vocabulary in Digital Cities
As a result of transparency and citizen participation demand, an increasing number of towns are focus on initiatives that facilitate citizen access to institutions and administrations´ information. However, defining, implementing and documenting an open data policy could be a challenging issue.…
- Reports and studies
Informe: Datos abiertos, herramienta para el desarrollo de las Smart Cities
Gestión sostenible, eficiencia, mejores servicios para los ciudadanos y nuevas oportunidades de negocio son algunas de las bases sobre las que se sustentan las Smart Cities. El equipo de datos.gob.es ha elaborado un informe específico donde se analiza la importancia de los datos abiertos para la…
- Informes y estudios
New version of the report "Open Data as a tool for Smart Cities"
Cities are increasingly gaining population. While large cities only occupy around 2% of the planet's land mass, nowadays half of humanity lives in cities, 70% of the population in Europe, and it is expected that by the year 2030, almost 60% of the world population will live in urban areas consuming…
- Reports and studies
