11 documents found
Technical guide: Data version control
Data possesses a fluid and complex nature: it changes, grows, and evolves constantly, displaying a volatility that profoundly differentiates it from source code. To respond to the challenge of reliably managing this evolution, we have developed the new 'Technical Guide: Data Version Control'.
This…
- 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
Help videos for data reusers in datos.gob.es
In a platform such as datos.gob.es, where the frequency of dataset updates is constant, it is necessary to have mechanisms that facilitate massive and automatic queries.
In datos.gob.es we have an API and a SPARQL point to facilitate this task. Both tools allow querying the metadata associated with…
- Guides
Help videos for data publishers on datos.gob.es
Open data publishers in the National Catalog hosted in datos.gob.es have at their disposal several internal functionalities to easily manage their datasets and everything related to them.
To bring these possibilities closer to the registered users, from datos.gob.es we have prepared a series of…
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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 publish data in datos.gob.es catalogue?
In Spain there are a large number of local, regional and state data initiatives. In order to harmonise this ecosystem, datos.gob.es is a single access point, so that re-users can easily find the information they require in a single space. In addition, datos.gob.es links to the European Data Portal…
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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
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
Guías de datos.gob.es
Las guías de la plataforma datos.gob.es están compuestas por una navegación del portal web datos.gob.es y una guía de mantenimiento y actualización de los conjuntos de datos reutilizables publicados en el Catálogo de datos. Esta segunda guía esta dirigida a los gestores de los organismos…
- Guías
