emerging synergy - iq international · a director of silicon image, epals, liveintent &...

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Dr. Mary L. Good UALR’s Special Advisor to the Chancellor for Economic Development Chair / Emerging Analytics Center , Data Science Advisory Board Information and Data Quality Conference November 4-7, 2013 Little Rock, Arkansas EMERGING SYNERGY BETWEEN DATA QUALITY & DATA VISUALIZATION

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Page 1: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

Dr. Mary L. Good UALR’s Special Advisor to the Chancellor for Economic Development Chair / Emerging Analytics Center , Data Science Advisory Board Information and Data Quality Conference November 4-7, 2013 Little Rock, Arkansas

EMERGING SYNERGY BETWEEN DATA QUALITY & DATA VISUALIZATION

Page 2: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

A. ► Why data quality and data visualization are developing a new synergy B. ► Examples of new, immersive 3D and data visualization C. ► Challenges ahead in the new era of data quality & data visualization

Page 3: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Why data quality and data visualization are developing a new synergy

EMERGING Synergy

Page 4: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

IBM estimates that humanity creates 2.4 quintillion bytes (a quintillion is one billion billion) of data every day.

Page 5: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

90% of the data in the world today has been created in the last two years alone.

Page 6: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

By 2020 there could be four times more digital data than all the grains of sand on Earth.

Page 7: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

More people on Earth have access to mobile phones than restrooms.

Page 8: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

Only .05% of all of today’s digital data is actually being analyzed.

Page 9: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

Kathleen Sebelius

Page 10: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:
Page 11: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Data Governance, Data Profiling, Entity Resolution, Total Information Risk Management, Quality Metrics, Big Data Quality, Tracking Efficiency, Business Metrics, DQAF, IQCP, etc., etc., etc., etc., etc., etc.,…

Data Quality

Page 12: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Why data quality and data visualization are developing a new synergy

BECAUSE THEY HAVE TO!

EMERGING Synergy

Page 13: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

Data visualization will be required for people to understand and gain insights from “Big Data” …and “Small Data”

Page 14: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

“Data analytics can and will be for the masses… you won’t

need to know how the computation was done.”

SAS President & CEO Jim Goodnight

Page 15: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

“Big Data’s just a lot of noise… Unless you can visualize it!”

Panelists at recent Tech America Foundation

Big Data Road Show

Page 16: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:
Page 17: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Why

Page 18: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► http://www.youtube.com/watch?v=AdSZJzb-aX8

Page 19: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Why

Page 20: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Why

Page 21: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► http://guns.periscopic.com/?year=2013

Page 22: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► The elephant in the room

Page 25: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Mean, Median, Standard Deviation, Variance, Range, Outliers, Block Plot, ANOVA, MANOVA, ARIMA,Scatter Plot, Lag Plot, Spider/Star/Radar Plot, Probability Plot, Histograms, Pie Charts, Pareto, Harvey Balls, Line Charts (Area, Sparkline, Steamgraph), Flow Visualizations (Bullet, Funnel, Tumbler), Pearson’s Correlation, Regressed Data, Logic Regression, Binomial Distributions, Last N Click, Dashboarding, KPI, etc….

Page 26: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Data Wrangler, Open Refine, Tabula, Tableau, D3, NVD3, D3 Maps, Wolfram Alpha, Chart.js, Processing.js, Paper.js, JpGraph, Circos, Open Heat Map, Color Brewer, Timeline, Timeflow, etc., etc., etc., etc., etc….

Page 27: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Examples of new, immersive 3D and data visualization

EMERGING Synergy

Page 28: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► The elephant in the room

Page 32: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► What’s Really Going On with Arctic Sea Ice?

Page 33: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► http://www.youtube.com/watch?v=NDWGWziXGDI

Page 34: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Explaining vs. Exploring

Page 35: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

AGENDA

Page 36: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

AGENDA

Page 37: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

AGENDA

Page 38: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

AGENDA

Page 39: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

AGENDA

Page 40: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

AGENDA

Page 41: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

GET CONNECTED

GET IN TOUCH. [email protected] WWW.GETCOMM.CA +55 44 8956.888800, W. GEORGIA AVENUE, 175 VANCOUVER BC, CA

Internet Services

GET CONNECTED

AGENDA

Page 42: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

GET CONNECTED

GET IN TOUCH. [email protected] WWW.GETCOMM.CA +55 44 8956.888800, W. GEORGIA AVENUE, 175 VANCOUVER BC, CA

Internet Services

GET CONNECTED

Proposal Overview

A key partner of the EAC

Page 43: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

GET CONNECTED

GET IN TOUCH. [email protected] WWW.GETCOMM.CA +55 44 8956.888800, W. GEORGIA AVENUE, 175 VANCOUVER BC, CA

Internet Services

GET CONNECTED

AGENDA

Page 44: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Others you are aware of?

Page 45: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Challenges ahead in the new era of data quality &

data visualization

EMERGING Synergy

Page 46: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

• People • Pre-engagement • Planning • Platform • Process • Production • Pronouncement • Prediction, and…

The “P’s” of Digital Analytics

Page 47: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

• Profit

The “P’s” of Digital Analytics

Page 48: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:
Page 49: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:
Page 50: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Data visualization can help glean value

from the data

Page 51: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Data Interactive “Experiences”

Page 52: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► “Experiences” that tell stories!

Page 53: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► How do we tell “data stories”

better and provide better “data

experiences?”

Page 54: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Give talented data scientists the

newest “story-telling” tools

Page 55: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

OUR TOOLS ™

Page 56: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

Made possible by the

FOUNDATION

Page 57: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

With promotional partners

Page 58: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

Scope of EAC Tools…

Page 59: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

World’s first reconfigurable CAVE™ for data analytics, immersive 3D environments, with haptic/touch interface

EmergiFLEX™

VIRTUAL DATA LAB™

Page 60: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

50 Million Pixels

Page 61: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

Haption Device

Page 62: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

Plus the world’s first “mobile” CAVE™ of its kind for 3D immersion with HD resolution

Mobile EmergiFLEX™

Page 63: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

DATA SITUATION ROOM™

Robotic interface with advanced video teleconferencing and collaboration facilities…

Page 64: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:
Page 65: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:
Page 66: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

FROM

Page 67: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Get the best advice from the

best thought leaders

Page 68: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

OUR SPECIAL ADVISORS

Page 69: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

DATA SCIENCE ADVISORY BOARD

Page 70: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

Internet Services

GET CONNECTED

Proposal Overview

MOVING FORWARD TOGETHER:

Dr. Bill Slikker, Jr.

Board

Mike Hodapp Melinda Montgomery

Debbie Gracio Pacific NW National Lab / Carolina Cruz-Neira CAVE inventor!

University of Louisiana at Lafayette

Tom Redman “Data Doc”

Navesink Consulting

Dr. Michael Zyda USC GamePipe Lab

Page 71: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

DATA SCIENCE ADVISORY BOARD

Dr. Mary L. GoodData Science Advisory Board ChairUALR Special Advisor to the Chancellor 

for Economic DevelopmentFounding Dean of UALR’s College of Engineering 

& Information Technology (EIT)Former Under Secretary for Technology for the Technology Administration in the U.S. Dept. of CommerceFormer President of the American Chemical Society Former Senior Vice President of Allied Signal (now 

Honeywell International)

DATA SCIENCE ADVISORY BOARD

Michael ArmisteadU.S. Sales ManagerPublic Sector Enterprise GroupHP

DATA SCIENCE ADVISORY BOARD

Nick BrownPresident & CEOSouthwest Power Pool

DATA SCIENCE ADVISORY BOARD

Dr. Christopher CloverChief Executive OfficerMechdyne Corporation

Page 72: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

DATA SCIENCE ADVISORY BOARD

Dr. Carolina Cruz‐NeiraWilliam Hansen Hall BOR SuperchairUniversity of Louisiana at Lafayette

DATA SCIENCE ADVISORY BOARD

Michael HodappDirector of eCommerce & Digital MarketingDillard’s

DATA SCIENCE ADVISORY BOARD

Debbie GracioDirector for the Computational and Statistical Analytics Divisionin National SecurityPacific Northwest National  LaboratoryOperated by Battelle

DATA SCIENCE ADVISORY BOARD

David HollenbachPresident & CEODSoft Technology

Page 73: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

DATA SCIENCE ADVISORY BOARD

Charlie LambertCEO & PresidentSkySentry LLC

DATA SCIENCE ADVISORY BOARD

Dr. Melinda MontgomeryManagerTransmission PlanningEntergy Arkansas 

DATA SCIENCE ADVISORY BOARD

Dr. Phil MuiChief Product & Engineering OfficerAcxiom Corporation

DATA SCIENCE ADVISORY BOARD

Dr. T. Glenn PaitDirector / UAMS Jackson T. Stephens Spine 

& Neurosciences InstituteDirector / UAMS Center for the Athletic 

& Aging SpineProfessor / UAMS Dept. of Neurosurgery 

& Orthopaedic Surgery

Page 74: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

DATA SCIENCE ADVISORY BOARD

Dr. William RaduchelSenior Technology ExecutiveStrategic Advisor to DMGT and Naspers, Ltd.A Director of Silicon Image, ePals, LiveIntent

& ViridentTeacher of corporate strategy at the McDonough

School of Business, Georgetown UniversityFormer Exec. V.P. and CTO of AOL Time Warner

DATA SCIENCE ADVISORY BOARD

Dr. Thomas Redmanaka the “Data Doc”President of Navesink Consulting Group

DATA SCIENCE ADVISORY BOARD

Dr. William Slikker, Jr. DirectorNational Center for Toxicological Research

DATA SCIENCE ADVISORY BOARD

Grant TennilleExecutive DirectorArkansas Economic Development Commission

Page 75: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

DATA SCIENCE ADVISORY BOARD

Dr. Henry TufoFull Professor / Dept. of Computer ScienceDirector / Computational Science CenterFormer Computer Science Section Head at the National Center for Atmospheric Research

DATA SCIENCE ADVISORY BOARD

Dr. Michael ZydaFounding Director / USC GamePipe LaboratoryProfessor of Engineering PracticeUSC Department of Computer Science

Page 76: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

► Always be “future focused”

Like Google and NASA’s Quantum Artificial Intelligence Lab

Page 77: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

http://www.youtube.com/watch?v=CMdHDHEuOUE

Page 78: Emerging Synergy - IQ International · A Director of Silicon Image, ePals, LiveIntent & Virident Teacher of corporate strategy at the McDonough School of ... Emerging Synergy Author:

THANK YOU