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Big data meetup_10_9_2013

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Big data meetup_10_9_2013

  1. 1. Click to edit Master title style This presentation, and the information contained therein, is the proprietary and confidential property of ComLinkData, powered by Comniscient Technologies LLC, and may only be viewed by the individual to which it was initially provided by ComLinkData. By viewing this presentation, you agree that you will not copy, reproduce or distribute the presentation in whole or in part, without the prior written consent of ComLinkData. You agree not to forward this presentation (by email or otherwise) to anyone inside or outside your organization, and you will not save this presentation on a network to which anyone other than you has access (except for information technology professionals who are subject to confidentiality provisions, in the ordinary course of their responsibilities). You agree to maintain the confidentiality of all of the information and data in the presentation that is not already in the public domain. You further agree to use the presentation only for the purpose of evaluating the services offered by ComLinkData, and will not use any of the confidential information in the presentation for any other purpose, including for the purpose of analyzing aspects of the telecommunications market. Turning Big Data into Business Applications: An introduction to R Shiny @tanyacash21, @JoshuaWalker_ 10/9/2013
  2. 2. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 2 The Opportunity: Real-time Telecom Insights 50,000 transactions a day 18MM+ a year 2.2 Terabytes Disk Space 3 years of data and growing Demographics Advertising spend Events Social Media Distribution Device Real-time Telecom Switching Data
  3. 3. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 3 Data Flow and Architecture
  4. 4. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 4 The Front End Framework Web Application (Front End) jQuery AngularJS d3.js Twitter Bootstrap Font Awesome Javascript, HTML5, CSS3 Java Servlets API (Service Layer) 1. Parse queries 2. Fetch data 3. Construct JSON SQL Server / Amazon Redshift
  5. 5. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 5 R is Gaining Major Visibility http://r4stats.com/2013/03/19/r-2012-growth-exceeds-sas-all-time-total/
  6. 6. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 6 Testable, Reproducible, Scalable • Testable – RUnit package • Reproducible – Commented scripts / multiple ways to ingest data (flat files, Excel files, ODBC/JDBC, Rcurl) • Scalable – doSNOW, doMPI, doMC, foreach packages
  7. 7. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 7 Developers and Data Geeks Tend to Have Mutually Exclusive Sets of Skills Web Developers / Designers / Engineers Data Scientists / Analysts / Researchers !=
  8. 8. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 8 Solution: Shiny! + =
  9. 9. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 9 Shiny Features • Easy to use – readily available widgets, no HTML/Javascript or jQuery knowledge required • Fast bidirectional communication using websockets • Uses Twitter Bootstrap • Reactive Programming Model
  10. 10. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 10 Reactivity Inputs on a web page Plots / Tables
  11. 11. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 11 rCharts Generates d3.js code
  12. 12. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 12 googleVis
  13. 13. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 13 Define HTML UI Instead of ui.R for Even More Flexibility index.html ui.R: <application-dir> |-- www |-- index.html |-- server.R
  14. 14. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 14 Interactive Shiny Workshop Start up R!
  15. 15. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 15 Demo of Full Shiny Applications
  16. 16. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 16 New Method of Collaboration and Product Development in Data-Centric Companies
  17. 17. Click to edit Master title style Your viewing this presentation is subject the confidentiality and other terms provided on the first page of the presentation. © 2013 ComLinkData, powered by Comniscient Technologies LLC. All rights reserved. 17 References 1. http://rcharts.io/ 2. http://rcharts.io/gallery/ 3. http://cran.r-project.org/web/packages/googleVis/index.html 4. http://cran.r-project.org/web/packages/websockets/index.html 5. http://rstudio.github.io/shiny/tutorial/#welcome 6. https://groups.google.com/forum/#!forum/shiny-discuss 7. http://r4stats.com/2013/03/19/r-2012-growth-exceeds-sas-all-time-total/ 8. http://www.businessinsider.com/excel-partly-to-blame-for-trading-loss-2013-2

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