10 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
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
Guide to accelerate data-based businesses
The data economy in the European Union exceeded € 375,000 M in 2018, with a growth close to 12% compared to 2017, and it is expected to continue growing to € 555,000 M in 2025. Then, it will reach 4% of the GDP of the EU27.
Given this situation, it is not surprising that an increasing number of…
- Guides
Open Data: Publication and reuse of Open Data as an initiative of Open Government in the Administration
Why are open data important? What is their relationship with open government? How can I start an initiative of this kind? Who can I take as a reference? These are some of the questions that the Open Data Guide: Publication and reuse of Open Data as an initiative of Open Government in the…
- Guides
FEMP 2019 OPEN DATA: 40 datasets to be published by the Local Entities
In 2017, the Spanish Federation of Municipalities and Provinces (FEMP) published the guide "Open data: strategic guide for its implementation and minimum datasets to be published", which included a series of recommendations and guidelines for public data opening with the aim of driving its…
- Guides
Guide to publish open data quickly and easily (with CKAN)
The Iniciativa Aporta publishes the Guide to publish open data quickly and easily (with CKAN); a handbook that shows how to articulate an open data project without the need of extensive knowledge or prior experience in the opening of public sector information. In addition, this material includes a…
- Guides
Practical Manual to improve Open Data Quality
Although, nowadays more and more data sources are available, this does not imply that they are easy to use. In fact, multiple barriers hinder their access and reuse, reducing their quality.
Iniciativa Aporta publishes the Practical Manual to improve Open Data Quality; a handbook that…
- Guides
Guía para el desarrollo de la Universidad Abierta
La Comisión Sectorial de Tecnologías de la Información y las Comunicaciones de la Conferencia de Rectores de Universidades Españolas (CRUE-TIC) ha creado un manual para guiar a las entidades universitarias en el camino hacia la apertura de sus datos académicos.
A través del presente documento, se…
- Guías
Guía metodológica para iniciativas de datos abiertos sectoriales
La Guía Metodológica para Iniciativas de datos abiertos Sectoriales muestra cómo articular un proyecto de datos abiertos en torno a las necesidades de un sector o temática específica, realizando un recorrido general sobre los actores, acciones y elementos necesarios para la puesta…
- Guías
