8 documents found
Guidance for the deployment of data portals. Good practices and recommendations
Open data portals help municipalities to offer structured and transparent access to the data they generate in the exercise of their functions and in the provision of the services they are responsible for, while also fostering the creation of applications, services and solutions that generate value…
- Guides
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
Analysis of toxicological findings in road traffic accidents
1. Introduction
Visualizations are graphical representations of data that allows comunication in a simple and effective way the information linked to it. The visualization possibilities are very wide, from basic representations, such as a graph of lines, bars or sectors, to visualizations…
- Data exercises
Practical guide for improving the quality of open data
When publishing open data, it is essential to ensure its quality. If data is well documented and of the required quality, it will be easier to reuse, as there will be less additional work for cleaning and processing. In addition, poor data quality can be costly for publishers, who may spend more…
- Guides
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
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
Report: ‘The value of open data for the Government’
The public sector is not only a large supplier of open data but also one of the largest users and beneficiaries of the opening of government data. The report ‘The value of open data for the Government’ that we published on Datos.gob.es outlines a large number of examples of how the…
- Reports and studies
Data visualization: definition, technologies and tools
There is increasingly more information, to such extent that the current society lives surrounded by data. Nevertheless, one of the most common criticisms of this mass of information is its lack of usability. It is not only a matter of publishing data on the web, but we should focus on their …
- Reports and studies
