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Taller de datos - Data Toolbox #OSR6 #14wkRebiun

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Taller de datos de XIV Workshop Rebiun -VI Jornadas OS-Repositorios (http://www.uco.es/rebiunworkshop2015/)

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Taller de datos - Data Toolbox #OSR6 #14wkRebiun

  1. 1. Taller de datos Luis Martínez-Uribe, Biblioteca Fundación Juan March XIV Workshop REBIUN -VI Jornadas OS-Repositorios 12 Marzo 2015
  2. 2. Problemas/trabajos/retos • Crear un plan de gestión de datos • Encontrar datos secundarios • Generar datos y metadatos de diversa índole • Extraer y tratar información de bases datos, web, XML, etc… • Almacenar datos de forma segura • Normalizar información como nombres de personas, lugares, etc • Gestionar y trabajar con archivos multimedia • Explorar y analizar datos estadísticamente • Controlar versiones de archivos o código • Publicar y compartir datos en la web • Motores de búsqueda y sistemas de recomendaciones • Visualizar datos en mapas, grafos, etc Picture with (CC BY-NC-SA 2.0) Licence from https://www.flickr.com/photos/biphop/
  3. 3. Objetivos del taller • visión amplia y práctica de los trabajos con datos que pueden formar parte de los servicios de datos desde bibliotecas • ejemplos de herramientas, metodologías y estrategias: – planificar – generar y documentar – almacenar – tratar y normalizar – analizar – visualizar – compartir – publicar Picture with (CC BY-NC 2.0) licence from https://www.flickr.com/photos/duncan/
  4. 4. Datos en organizaciones y universidades New York University Warehouse Plus http://www.nyu.edu/employees/resources-and- services/administrative-services/university-data-warehouse-plus.html
  5. 5. Long Tail Of Science
  6. 6. “… open access to scientific data should be adopted as the international norm for the exchange of scientific data derived from publicly funded research.” OECD Principles and Guidelines for Access to Research Data from Public Funding (2004-2007) “requires, in all proposals a supplementary document of no more than two pages describing a Data Management Plan for the proposed research. “ The National Science Foundation, January 2011 “…primary data, as well as data-related products such as computer codes, is deposited in the relevant databases as soon as possible, preferably immediately after publication and in any case not later than six months after the date of publication.” European Research Council , Open Access Guidelines for Researchers, June 2012 Requisitos de las agencias de financiación
  7. 7. Herramientas a lo largo del ciclo de vida de los datos Plan Creación Organización/ Normalización Análisis Publicación Visualización
  8. 8. Planes de gestión de datos “Documentos que describen que harás con tus datos durante tu investigación y una vez que termines con tu proyecto” Herramientas • DMPTool (EEUU) • DMPOnline (Reino Unido) • PGDOnline (España)
  9. 9. • EU Guidelines on DMP Horizonte 2020 http://bit.ly/1LukfMV • DCC DMP Checklist http://bit.ly/1zxssZt • Creamos un DMP usando PGDOnline
  10. 10. CREAR Y ALMACENAR DATOS
  11. 11. Herramientas de encuestas
  12. 12. • Instrucciones Google Forms http://bit.ly/1LuobgJ • Creamos una encuesta usando la herramienta http://bit.ly/17JdmIx
  13. 13. Instrumentos con Open Source Hardware Imágenes e información de: http://www.appropedia.org/Building_research_equipment_with_free,_open-source_hardware • Subir datos a internet con arduino • http://bit.ly/1NEHMgc • https://thingspeak.com/channels/9
  14. 14. Imagen de: https://blog.scraperwiki.com/2011/06/knight-foundation-finance-scraperwiki-for-journalism/ • Tutoriales básicos http://bit.ly/1zxzope http://bit.ly/1EFvbn6 • Demostración de web scraping con R http://bit.ly/1AjnSSa Web Scraping
  15. 15. Organizar los datos • Ficheros de datos y carpetas tiene que denotarse y organizarse de forma sistemática. • Criterios • Organización • Contexto • Consistencia • Research Data Mantra – Organising data http://datalib.edina.ac.uk/mantra/organisingdata/
  16. 16. Donde almacenarlos • Servidores en red – Gestionados por informáticos – Con back-ups • Ordenadores personales y portátiles – Discos duros pueden fallar – Portátiles se pueden perder • Unidades de almacenamiento externo – Longevidad no garantizada – Fácilmente se estropean o pierden Fotos tomadas de www.data-archive.ac.uk/ukda40/
  17. 17. • Curso de metadatos MANTRA http://datalib.edina.ac.uk/mantra/documentation_metadata_citation/ • Estándares http://www.dcc.ac.uk/resources/metadata-standards
  18. 18. TRANSFORMAR E INTEGRAR
  19. 19. Open Refine • Tutoriales básicos http://bit.ly/1zYWGn8 http://bit.ly/1B7pqRA • Demostración de desambiguación de nombres de persona
  20. 20. ANALIZAR Y VISUALIZAR
  21. 21. • Demostración de análisis básico de datos con R http://bit.ly/1MnqPFv • Demostración de captura de datos de twitter http://bit.ly/1GjV5gL
  22. 22. • Datos de paro por municipio http://bit.ly/1HnUtI2 • Datos de población por municipio http://bit.ly/1xahmbX • Demostración de cómo representarlos usando Google Fusion Tables http://bit.ly/1Adqyxa
  23. 23. • Ejemplo de grafico de redes http://bit.ly/18834Ce
  24. 24. Timelines • Ejemplo http://bit.ly/1NEYTyy
  25. 25. Imagen de https://www.flickr.com/photos/cogdog/ PUBLICAR Y COMPARTIR
  26. 26. Licencias • http://www.dcc.ac.uk/resources/how- guides/license-research-data • http://www.ausgoal.gov.au/research-data- faqs • Tipos – Creative Commons – Open Data Commons – Open Government Licence – GILF/AusGOAL Licences – Design Science Licence – Public Domain http://www.slideshare.net/AlexBall/ball2011ddh-slides
  27. 27. Publicar código • Publica código • Controla versiones • Ejemplo de este curso http://bit.ly/1Hujl0I
  28. 28. • Ejemplo – Creación de colección de fotos en http://sandbox.isla ndora.ca/
  29. 29. Motores de búsqueda y sistemas de recomendaciones

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