Visualizing Big Data In Drupal Using Data Visualizations to Drive Knowledge Discovery David Hazel - Assistant Director - Center for Web and.

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Presentation transcript:

Visualizing Big Data In Drupal Using Data Visualizations to Drive Knowledge Discovery David Hazel - Assistant Director - Center for Web and Data Science Brad Porter - Undergrad. Research Assist. - Center for Web and Data Science PNWDS University of Washington, Tacoma

10/21/2012UW Tacoma / WebDataScience.org

Consistent Look and Feel Content Management Modules Secure and Solid Code Base Great Community Why We Use Drupal? 10/21/2012UW Tacoma / WebDataScience.org

HTML5 Slick UI Fast Query Management Explore Really Big Data SCALE But...I want 10/21/2012UW Tacoma / WebDataScience.org

So...We turn To 10/21/2012UW Tacoma / WebDataScience.org

django 10/21/2012UW Tacoma / WebDataScience.org

RoR 10/21/2012UW Tacoma / WebDataScience.org

10/21/2012UW Tacoma / WebDataScience.org

10/21/2012UW Tacoma / WebDataScience.org

Tradeoffs Drupal vs Custom The Problem 10/21/2012UW Tacoma / WebDataScience.org

World of BIG DATA PNWDS UW Tacoma / WebDataScience.org 10/21/2012 Really large data sets Complex queries Inconsistent load times Visualize Data in meaningful ways

Some Real World Examples PNWDS UW Tacoma / WebDataScience.org 10/21/2012 DDRS CHF Risk of Readmission Adoptopedia

Dietary Data Recording System PNWDS UW Tacoma / WebDataScience.org 10/21/2012

CHF Risk of Readmission PNWDS UW Tacoma / WebDataScience.org 10/21/2012 No reimbursement for readmission within 30 days Examine Factors that Contribute to Readmission Better Care Reduced Costs

Adoptopedia PNWDS UW Tacoma / WebDataScience.org 10/21/2012

What do all these have in common PNWDS UW Tacoma / WebDataScience.org 10/21/2012

UW Tacoma / WebDataScience.org

10/21/2012UW Tacoma / WebDataScience.org

OSPI Data Dashboard Project 10/21/2012UW Tacoma / WebDataScience.org Center for Web and Data Science Center for Strong Communities & Schools OSPI State Needs Projects

Lots of Data PNWDS UW Tacoma / WebDataScience.org 10/21/ Sites across WA State 100's of Trainings

Homemade survey system o MySQL database (LAMP) o How to merge data  Seemingly missing data  Hardcoded modifications Data + Challenges 10/21/2012UW Tacoma / WebDataScience.org

Drupal surveys o Separate PostgreSQL database o Webform module  Lacking queue system Data + Challenges Cont. 10/21/2012UW Tacoma / WebDataScience.org

Data Flow 10/21/2012UW Tacoma / WebDataScience.org Standardized questions integrated into Webform Drive visualizations Import into external datamart

Visualizing the Data 10/21/2012UW Tacoma / WebDataScience.org Custom modules pull data from External Datamart Load JSON into Browser Visualize the Data

wds_viz.module PNWDS UW Tacoma / WebDataScience.org 10/21/2012

Why D3.js? 10/21/2012UW Tacoma / WebDataScience.org Transitioning From Flash o Printer Compatibility o No plugins necessary Image Embedding o Lower Bandwidth o Dynamic Graphs

Pie Chart 10/21/2012UW Tacoma / WebDataScience.org

Choropleth 10/21/2012UW Tacoma / WebDataScience.org

Bar Graph 10/21/2012UW Tacoma / WebDataScience.org

Parallel Coordinates 10/21/2012UW Tacoma / WebDataScience.org

Implementation / Integration 10/21/2012UW Tacoma / WebDataScience.org

Under 40 lines of code Completely customizable Implementation / Integration 10/21/2012UW Tacoma / WebDataScience.org

Implementation / Integration 10/21/2012UW Tacoma / WebDataScience.org

Implementation / Integration 10/21/2012UW Tacoma / WebDataScience.org

Map is Drawn Plot svg circles Calculate x,y = long/lat Set color palette based on count Set r = 0 Time series change r Heat map Constructions 10/21/2012UW Tacoma / WebDataScience.org

Heatmap transition function changeHeat() CODE DEMO 10/21/2012UW Tacoma / WebDataScience.org

V ISION : T O BE THE R OSETTA S TONE FOR S OCIETAL B IG D ATA Center for Web and Data Science

Q&A 10/21/2012UW Tacoma / WebDataScience.org