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Jugar con datos
Gestión de información pública y datos abiertos
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text analysis

Varieties of text analysis - Open or closed systems - Overview of tools (basic - intermediate - expert)

guilleten's insight:

Con qué herramientas comenzar en análisis de texto

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Herramientas para visualización de datos

Herramientas para visualización de datos | Jugar con datos | Scoop.it

"Ejemplos y referencias de visualización de datos e información hay muchos y muy detallados en internet, entre los que son recomendables:

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Stanton's Open Source e-Book Introduces Data Science - iSchool News - iSchool - The School of Information Studies - Syracuse University

Stanton's Open Source e-Book Introduces Data Science - iSchool News - iSchool - The School of Information Studies - Syracuse University | Jugar con datos | Scoop.it
Stanton's Open Source e-Book Introduces Data Science
guilleten's insight:

Recommended in the MSc Data Science at Sheffield University (UK)

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It's Not Privacy, and It's Not Fair - Stanford Law Review

"Regrettably, privacy controls and increased transparency fail to address concerns with the classifications and segmentation produced by big data analysis. At worst, privacy solutions can hinder efforts to identify classifications that unintentionally produce objectionable outcomes" 

guilleten's insight:

La discusión sobre cómo regular big data tiene que considerar cuestiones como la forma de clasificar datos, los criterios para segmentar. Hay que asumir big data como un sistema sociotécnico, antes que solo enfocarse en los números y algoritmos.

 

La autora  sugiere construir una métrica que permita agregar más elementos de juicio a la hora de analizar (y legislar) sobre big data, ya que no basta solo con tener reparos en cuanto privacidad y transparencia

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School of Information announces first online Master of Information and Data Science degree

School of Information announces first online Master of Information and Data Science degree | Jugar con datos | Scoop.it

Responding to the national shortage of data scientists, the University of California, Berkeley’s School of Information (I School) today announced the launch of the country’s first fully online Master of Information and Data Science (MIDS) degree program.

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Why cite data? | DataCite

We believe that you should cite data in just the same way that you can cite other sources of information, such as articles and books. Data citation can help by:

enabling easy reuse and verification of dataallowing the impact of data to be trackedcreating a scholarly structure that recognises and rewards data producers
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Abre Latam, un encuentro abierto por una región abierta | Globalizado

Abre Latam, un encuentro abierto por una región abierta | Globalizado | Jugar con datos | Scoop.it
Abre Latam, un evento sobre Datos Abiertos y transparencia en los gobiernos latinoamericanos se realizó en Montevideo, Uruguay, del 24 al 25 de junio. Reseñas y fotos.
guilleten's insight:

Un repaso a lo que fue el encuentro Abre Latam, donde se promovió el acercamiento entre programadores y organizaciones sociales y se dieron a conocer iniciativas producidas a partir del aprovechamiento de datos abiertos

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Should "Open Government Data" be a Product or a Service (and why does it matter?)

Treating open data as a service rather than as a product implies a quite different approach to how open data is managed, in what form it is made available, how it is funded and what expectations are placed upon it by governments as suppliers and by end users.

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Curso de verano “Gobierno Abierto y Reutilización de la Información Pública en el Ámbito Local” | OpenKratio

Curso de verano “Gobierno Abierto y Reutilización de la Información Pública en el Ámbito Local” | OpenKratio | Jugar con datos | Scoop.it

La Universidad Pablo de Olavide incluye en su Programación de Cursos de Verano 2013 el curso “Gobierno Abierto y Reutilización de la Información Pública en el Ámbito Local”, en el que colaboraOpenKratio.

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Research Data Curation Bibliography

Research Data Curation Bibliography | Jugar con datos | Scoop.it

The Research Data Curation Bibliography includes selected English-language articles, books, and technical reports that are useful in understanding the curation of digital research data in academic and other research institutions. For broader coverage of the digital curation literature, see the author's Digital Curation Bibliography: Preservation and Stewardship of Scholarly Works,which presents over 650 English-language articles, books, and technical reports, and the Digital Curation Bibliography: Preservation and Stewardship of Scholarly Works, 2012 Supplement, which presents over 130 additional sources.

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Open Health Data: An International Snapshot

Open Health Data: An International Snapshot | Jugar con datos | Scoop.it

Below, you will find a brief report (50 slides, but don’t get scared!) that Katarzyna Rabczuk and I put together.  It showcases how nascent this movement really is, while showing samples of social and economic impacts of these initiatives across the US, UK and a select few Western European countries picked at random.

guilleten's insight:

Reporte-compendio sobre el estado de Open Health Data

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BUx: SABR101x: Sabermetrics 101: Introduction to Baseball Analytics | edX

BUx: SABR101x: Sabermetrics 101: Introduction to Baseball Analytics | edX | Jugar con datos | Scoop.it

An introduction to sabermetrics, baseball analytics, data science, the R Language, and SQL.

guilleten's insight:

La data está de moda. Da para incluso ofrecer un curso de análisis de datos en beisbol

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March Madness | SmartData Collective

March Madness | SmartData Collective | Jugar con datos | Scoop.it
Using Sentiment Analysis of social media, the public’s emotions around the brackets and teams for this year's NCAA Men's Basketball tournament are analyzed to try to determine the most confident fanbases in order to predict the champion.
guilleten's insight:

"For the uninitiated, sentiment analytics is one of the ways businesses can derive insights from the vast amounts of textual data they are collecting. Based on the tone (positive or negative) of the text, it receives a numeric score. Once it is quantified, the value can be used for additional analysis. For example, sentiment scores are particularly helpful in prioritizing responses to customer"

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Data Science for Business

Data Science for Business | Jugar con datos | Scoop.it

This broad, deep, but not-too-technical guide introduces you to the fundamental principles of data science and walks you through the data-analytic thinking necessary for extracting useful knowledge and business value from the data you collect.

guilleten's insight:

Recommended in the MSc Data Science at Sheffield University (UK)

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Four critiques of open data initiatives | The Programmable City

1. Open data lacks a sustainable financial model;

2. promotes a politics of the benign and empowers the empowered;

3. lacks utility and usability; and

4. facilitates the neoliberalisation and marketisation of public services. 


"These critiques do not suggest abandoning the move towards opening data, but contend that open data initiatives need to be much more mindful of what data are being made open, how data are made available, how they are being used, and how they are being funded".

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Data for growth vs. data protection? an EU debate

"Is the EU stuck on the issues of privacy and data protection and in need of a massive policy push to catch up with US levels of data sharing and innovation? Or is it just wisely set up in order to regulate in advance rather than in response to NSA-type privacy crises? Is it better to regulate in ways that promote competition in the data market, and thus create an environment where there are a myriad smaller companies competing, each with different pieces of our personal data – or to allow a market leader like Google to hoover it up and then regulate its behaviour?"

guilleten's insight:

EU can regulate big data in ways that make it a democratic resource?

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Modelo PICA: datos relevantes para la transparencia

Modelo PICA: datos relevantes para la transparencia | Jugar con datos | Scoop.it

Cuatro áreas relevantes para la transparencia:

Procesos e indicadores

Inventario de bienes y recursos

Contabilidad

Agenda.

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Conditions for use and further dissemination of statistical data - Czech Statistical Office

[Translation from Google Translation]

 

- disseminate: to copy, distribute and transmit the work, 
- use a quote in other works, 
- used commercially, under the following conditions: - as a source of data will be presented Czech Statistical Office (however this may give the impression that the CSO supports user data or how the work is used), - statistical data and information will only be used so that it will not be amended or modified their meaning. 


Additional terms of use CSO data: - statistical information is disclosed in accordance with Act No. 89/1995 Coll., the State Statistical Service, as amended, - in the case of data dissemination CSO rise to indicate the conditions of this License, preferably a direct link to this web page - the rules governing the reuse CSO document does not apply to documents covered by the intellectual property rights of third parties - CSO disclaims liability for any damages caused due to the use of data from the CSO website or external sites that are referenced here - CSO reserves the right service or professional reasons, temporarily restrict access to this information without notice. 

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Danish Position to Implement Basic Registers and Open Data | European Public Sector Information Platform

Danish Position to Implement Basic Registers and Open Data | European Public Sector Information Platform | Jugar con datos | Scoop.it

The position is billed as 'ambassador' for basic registries. This means being the first point of contact and 'public face' for the program, as well as explaining and promoting the program inside the public sector, and help other PSB's implement it, and developing partnerships with private sector actors to promote the re-use of the data in those registries.

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Crean comisión Multisectorial para el seguimiento de la implementación del Plan de Acción del Gobierno Abierto | eGov.pe

Funciones:

- Elaboración y presentar a PCM la propuesta de informe con metodologías e instrumentos de seguimiento del Plan

- Realizar actividades destinadas al seguimiento del Plan

- Emisión de informes técnicos de la implementación del Plan.

- Coordinación con la Comisión de Alto Nivel Anticorrupción, gobiernos regionales y locales para la albores de seguimiento

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Objetivos, Estrategias y Actuaciones en Materia de Gobierno Abierto (Edición 2013) | ONTSI

Objetivos, Estrategias y Actuaciones en Materia de Gobierno Abierto (Edición 2013) | ONTSI | Jugar con datos | Scoop.it

Enero 2013

Este estudio sobre objetivos, estrategias y actuaciones nacionales e internacionales en materia de gobierno abierto aborda los elementos fundamentales que definen y conforman el concepto y la práctica de gobierno abierto como un modelo de gobierno que incorpora como pilares fundamentales de su funcionamiento los principios de transparencia, participación y colaboración con la ciudadanía, aprovechando las oportunidades que ofrecen las Tecnologías de la Información y la Comunicación (TIC), con el objetivo de mejorar la calidad de la democracia y el funcionamiento de los gobiernos y las administraciones públicas.

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Big Data, Open Data and Official Statistics | StatsBlogs.com | All About Statistics

Big Data, Open Data and Official Statistics | StatsBlogs.com | All About Statistics | Jugar con datos | Scoop.it

Many small open data give big data insights

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Sé cuidadoso con el "Big Data"

Sé cuidadoso con el "Big Data" | Jugar con datos | Scoop.it

"Así que alerta, hay que ser muy cuidadosos al hacer análisis, y escépticos para no creerse esos estudios de Big Data que se popularizan cada vez más. No es tan fácil como saber usar un programa de estadística u hoja de cálculo, se requiere mucha habilidad y conocimientos estadísticos para estar mínimamente seguros que no se genera información basura.

 

Sólo eso, cuando veas gráficos bonitos de correlación, sé escéptico, en realidad con más datos disponibles, la probabilidad de encontrar correlaciones (pero sin relación alguna) es mayor".

guilleten's insight:

Cuando correlación no es igual a causalidad

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