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Grab some coffee and enjoy
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the top of the hour!
A Plethora of Options – The New World of Data Visualization

The Briefing Room
Welcome

Host:
Eric Kavanagh
eric.kavanagh@bloorgroup.com

Twitter Tag: #briefr

The Briefing Room
Mission

!   Reveal the essential characteristics of enterprise software,
good and bad
!   Provide a forum for detailed analysis of today s innovative
technologies
!   Give vendors a chance to explain their product to savvy
analysts
!   Allow audience members to pose serious questions... and get
answers!

Twitter Tag: #briefr

The Briefing Room
Topics

This month: DATA DISCOVERY & VISUALIZATION
December: INNOVATORS
2014 Editorial Calendar at

www.insideanalysis.com/webcasts/the-briefing-room

Twitter Tag: #briefr

The Briefing Room
Data Discovery & Visualization
!   Today’s business challenges call for dynamic, interactive
and multi-dimensional visualizations
!   Different types of analysis require different types of
visualization tools and techniques
!   Not all people consume and digest data in the same way;
hence, data visualization and discovery products need to
cater for diversity

Twitter Tag: #briefr

The Briefing Room
Analyst: John O’Brien

John O’Brien is
Founder and CEO of
Radiant Advisors	
	

Twitter Tag: #briefr

The Briefing Room
Actuate
!   Actuate is a software company whose suite of products
include solutions for business intelligence, information
applications, operational and analytic dashboards, data
mining and predictive analytics
!   Actuate is the founder of the Eclipse BIRT open source
project, a development environment for data visualizations
!   Visualizations developed and deployed using BIRT can be
shared and embedded

Twitter Tag: #briefr

The Briefing Room
Guest: Jason Goodyear

Jason Goodyear has over 15 years of
experience in data delivery
applications. He has been with Actuate
for over 5 years in a technical sales
position. Prior to joining Actuate, Jason
was involved in the delivery of data
applications in a variety of roles
including: senior programmer, technical
project lead, application architect,
project manager and business analyst.

Twitter Tag: #briefr

The Briefing Room
10	
  Tips	
  for	
  Jaw-­‐Dropping	
  Visualiza6ons	
  
	
  
Jason	
  Goodyear	
  
Solu/ons	
  Engineer	
  
	
  
	
  

10
Actuate Corporation © 2012
Agenda	
  
•  Visualiza.ons	
  must	
  augment	
  the	
  message,	
  not	
  overshadow	
  it	
  
1.  Highlight	
  one	
  or	
  mul/ple	
  aAributes	
  
2.  Summarize	
  very	
  high	
  volume	
  of	
  data	
  

•  Visualiza.ons	
  for	
  performance	
  monitoring	
  
1.  Set	
  up	
  goals	
  and	
  targets	
  
2.  Go	
  beyond	
  gauges	
  and	
  traffic	
  lights	
  

•  Visualiza.ons	
  can	
  enable	
  ac.onable	
  intelligence	
  
1.  Discover	
  hidden	
  nuggets	
  of	
  informa/on	
  
2.  Think	
  forward	
  
	
  

•  Embedding	
  visualiza.ons	
  everywhere	
  
	
  
11	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Agenda	
  
•  Visualiza.ons	
  must	
  augment	
  the	
  message,	
  not	
  overshadow	
  it	
  
1.  Highlight	
  one	
  or	
  mul/ple	
  aAributes	
  
2.  Summarize	
  very	
  high	
  volume	
  of	
  data	
  

•  Visualiza.ons	
  for	
  performance	
  monitoring	
  
1.  Set	
  up	
  goals	
  and	
  targets	
  
2.  Go	
  beyond	
  gauges	
  and	
  traffic	
  lights	
  

•  Visualiza.ons	
  can	
  enable	
  ac.onable	
  intelligence	
  
1.  Discover	
  hidden	
  nuggets	
  of	
  informa/on	
  
2.  Think	
  forward	
  
	
  

•  Embedding	
  visualiza.ons	
  everywhere	
  
	
  
12	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Geospa.al	
  

13	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Geospa.al	
  

14	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Interac.on	
  

15	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Icon	
  

16	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Rich	
  

17	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Repe..on	
  

18	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Drill	
  

19	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Agenda	
  
•  Visualiza.ons	
  must	
  augment	
  the	
  message,	
  not	
  overshadow	
  it	
  
1.  Highlight	
  one	
  or	
  mul/ple	
  aAributes	
  
2.  Summarize	
  very	
  high	
  volume	
  of	
  data	
  

•  Visualiza.ons	
  for	
  performance	
  monitoring	
  
1.  Set	
  up	
  goals	
  and	
  targets	
  
2.  Go	
  beyond	
  gauges	
  and	
  traffic	
  lights	
  

•  Visualiza.ons	
  can	
  enable	
  ac.onable	
  intelligence	
  
1.  Discover	
  hidden	
  nuggets	
  of	
  informa/on	
  
2.  Think	
  forward	
  
	
  

•  Embedding	
  visualiza.ons	
  everywhere	
  
	
  
20	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Performance	
  

21	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Briefing	
  Book	
  

22	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Agenda	
  
•  Visualiza.ons	
  must	
  augment	
  the	
  message,	
  not	
  overshadow	
  it	
  
1.  Highlight	
  one	
  or	
  mul/ple	
  aAributes	
  
2.  Summarize	
  very	
  high	
  volume	
  of	
  data	
  

•  Visualiza.ons	
  for	
  performance	
  monitoring	
  
1.  Set	
  up	
  goals	
  and	
  targets	
  
2.  Go	
  beyond	
  gauges	
  and	
  traffic	
  lights	
  

•  Visualiza.ons	
  can	
  enable	
  ac.onable	
  intelligence	
  
1.  Discover	
  hidden	
  nuggets	
  of	
  informa/on	
  
2.  Think	
  forward	
  
	
  

•  Embedding	
  visualiza.ons	
  everywhere	
  
	
  
23	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Venn	
  Diagram	
  

24	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Profile	
  

25	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Agenda	
  
•  Visualiza.ons	
  must	
  augment	
  the	
  message,	
  not	
  overshadow	
  it	
  
1.  Highlight	
  one	
  or	
  mul/ple	
  aAributes	
  
2.  Summarize	
  very	
  high	
  volume	
  of	
  data	
  

•  Visualiza.ons	
  for	
  performance	
  monitoring	
  
1.  Set	
  up	
  goals	
  and	
  targets	
  
2.  Go	
  beyond	
  gauges	
  and	
  traffic	
  lights	
  

•  Visualiza.ons	
  can	
  enable	
  ac.onable	
  intelligence	
  
1.  Discover	
  hidden	
  nuggets	
  of	
  informa/on	
  
2.  Think	
  forward	
  
	
  

•  Embedding	
  visualiza.ons	
  everywhere	
  
	
  
26	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Embedding	
  Visualiza.ons	
  

27	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Embedding	
  Visualiza.ons	
  

28	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Embedded	
  Visualiza.on	
  

29	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Ques.ons	
  &	
  Answers	
  

30	
  
Actuate	
  Corpora/on	
  ©	
  2012	
  
Jason	
  Goodyear–	
  jgoodyear@actuate.com	
  
www.actuate.com	
  

Thanks	
  for	
  your	
  aDen6on	
  
31
Actuate Corporation © 2012
Perceptions & Questions

Analyst:
John O’Brien

Twitter Tag: #briefr

The Briefing Room
33

WHO ARE YOU
IN DATA
VISUALIZATION?
Inside Analysis – Actuate Data Visualization
November 05, 2013
John O’Brien | Principal Analyst and CEO, Radiant Advisors
@obrienjw @radiantadvisors
john.obrien@radiantadvisors.com
© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000
34

Who are you in Data Visualization?

FARECAST STORY
• 

Common wisdom is wrong
…except when it’s right

• 

When price drops, jump

• 

If prices high, hold off

• 

The day you fly matters

• 

So does the day you buy

• 

Markups vary by destination

• 

Stay an extra day

Flight Patterns" shows 141,000 aircraft paths over a 24-hour period.
Image: Aaron KoblinRead 

http://www.wired.com/science/discoveries/magazine/16-07/pb_airfares##ixzz11h85mCO2
© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000
35

Who are you in Data Visualization?

VISUALIZATION IS PART OF THE PRODUCT

Farecast, part of Microsoft’s Bing
search engine

Advises to buy or wait for airfare prices
to lower

Examines 225 billion flight and price
records

© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000
36

Who are you in Data Visualization?

5 TYPES OF VISUALIZATION PEOPLE
Visual Types:

1.  Technician
2.  Analyzer
3.  Artist
4.  Outsider
5.  The Light Bulb
Remember when…
must be 1980s !
© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000
37

Who are you in Data Visualization?

1 – THE TECHNICIAN
Personality of a Technician:

•  All about implementation

•  Strong programming background
•  Has worked with large databases
•  Aesthetics not as important as working
•  Visualization comes after everything
works

© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000
38

Who are you in Data Visualization?

2 – THE ANALYZER
Personality of an Analyzer:

• 

Data is the priority

• 

Aesthetics not the greatest concern

• 

Wants to know relationships between variables
• 

Finds positive and negative trends

• 

Selects or corrects type of graph or chart used

• 

Weapons of choice: 
• 

• 

R programming, Excel, SAS
Programming experience but doesn’t code


© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000

Sound like anyone you know…
39

Who are you in Data Visualization?

3 – THE ARTIST

Personality of the Artist:

•  Obsessed with the final product
•  Designers who think hard about color
and visual indicators 
(obsesses over moving box up 2 pixels)

•  Not programmers but maybe uses
“Processing” language
Also the person mostly likely to
tell you something is ugly!

•  Weapon of choice:
Adobe CS, Illustrator, Photoshop

© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000
40

Who are you in Data Visualization?

4 - OUTSIDER

Personality of the Outsider:

•  Field experts with complex data sets
•  Wants to visualize their data but not
sure how
•  Provides plenty of context and
sense of the data
•  Usually explaining things to the
Technicians, Analyzers and Artists

© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000
41

Who are you in Data Visualization?

5 – THE LIGHT BULB

Personality of the Light Bulb:

•  The ideas people
•  Some programming, design and
analytical experience but not
necessarily experts in all 3
•  Handle bigger data visualization
projects
•  Can lead projects and delegate work
•  It’s all about the big picture

© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000

The brightest are
Zen Masters of data visualization
42

For more information
www.RadiantAdvisors.com

Inspired by:
5 Types of Data Visualization People – What Type Are You? 
Blog on FlowingData.com - June 6th, 2008

Twitter:

@RadiantAdvisors #ModernBI #RediscoveringBI

RSS:

feed://radiantadvisors.com/feed/

Email us at:

info@RadiantAdvisors.com

Linked IN:

www.linkedin.com/company/radiant-advisors

Subscribe:

Rediscovering BI quarterly e-magazine
www.radiantadvisors.com/rediscoveringbi

THANK YOU!
© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000
43

Questions

•  How does Actuate help developers and analysts choose the right
visualization technique?
•  Can multiple charts on the same page be linked such that updating one
refreshes the other related views? (ex: Briefing Book)
•  Can a screen with multiple visualizations be connected to multiple
underlying databases simultaneously?
•  What collaboration features are there? Are there methods for capturing
end user comments, ratings or “like”?

© Copyright 2013 Radiant Advisors. All Rights Reserved

v1.10.000
Twitter Tag: #briefr

The Briefing Room
Upcoming Topics

November: DATA DISCOVERY & VISUALIZATION
December: INNOVATORS
2014 Editorial Calendar at

www.insideanalysis.com/webcasts/the-briefing-room

www.insideanalysis.com

Twitter Tag: #briefr

The Briefing Room
Thank You
for Your
Attention

Twitter Tag: #briefr

The Briefing Room

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A Plethora of Options -- The New World of Data Visualization

  • 1. Grab some coffee and enjoy the pre-show banter before the top of the hour!
  • 2. A Plethora of Options – The New World of Data Visualization The Briefing Room
  • 4. Mission !   Reveal the essential characteristics of enterprise software, good and bad !   Provide a forum for detailed analysis of today s innovative technologies !   Give vendors a chance to explain their product to savvy analysts !   Allow audience members to pose serious questions... and get answers! Twitter Tag: #briefr The Briefing Room
  • 5. Topics This month: DATA DISCOVERY & VISUALIZATION December: INNOVATORS 2014 Editorial Calendar at www.insideanalysis.com/webcasts/the-briefing-room Twitter Tag: #briefr The Briefing Room
  • 6. Data Discovery & Visualization !   Today’s business challenges call for dynamic, interactive and multi-dimensional visualizations !   Different types of analysis require different types of visualization tools and techniques !   Not all people consume and digest data in the same way; hence, data visualization and discovery products need to cater for diversity Twitter Tag: #briefr The Briefing Room
  • 7. Analyst: John O’Brien John O’Brien is Founder and CEO of Radiant Advisors Twitter Tag: #briefr The Briefing Room
  • 8. Actuate !   Actuate is a software company whose suite of products include solutions for business intelligence, information applications, operational and analytic dashboards, data mining and predictive analytics !   Actuate is the founder of the Eclipse BIRT open source project, a development environment for data visualizations !   Visualizations developed and deployed using BIRT can be shared and embedded Twitter Tag: #briefr The Briefing Room
  • 9. Guest: Jason Goodyear Jason Goodyear has over 15 years of experience in data delivery applications. He has been with Actuate for over 5 years in a technical sales position. Prior to joining Actuate, Jason was involved in the delivery of data applications in a variety of roles including: senior programmer, technical project lead, application architect, project manager and business analyst. Twitter Tag: #briefr The Briefing Room
  • 10. 10  Tips  for  Jaw-­‐Dropping  Visualiza6ons     Jason  Goodyear   Solu/ons  Engineer       10 Actuate Corporation © 2012
  • 11. Agenda   •  Visualiza.ons  must  augment  the  message,  not  overshadow  it   1.  Highlight  one  or  mul/ple  aAributes   2.  Summarize  very  high  volume  of  data   •  Visualiza.ons  for  performance  monitoring   1.  Set  up  goals  and  targets   2.  Go  beyond  gauges  and  traffic  lights   •  Visualiza.ons  can  enable  ac.onable  intelligence   1.  Discover  hidden  nuggets  of  informa/on   2.  Think  forward     •  Embedding  visualiza.ons  everywhere     11   Actuate  Corpora/on  ©  2012  
  • 12. Agenda   •  Visualiza.ons  must  augment  the  message,  not  overshadow  it   1.  Highlight  one  or  mul/ple  aAributes   2.  Summarize  very  high  volume  of  data   •  Visualiza.ons  for  performance  monitoring   1.  Set  up  goals  and  targets   2.  Go  beyond  gauges  and  traffic  lights   •  Visualiza.ons  can  enable  ac.onable  intelligence   1.  Discover  hidden  nuggets  of  informa/on   2.  Think  forward     •  Embedding  visualiza.ons  everywhere     12   Actuate  Corpora/on  ©  2012  
  • 13. Geospa.al   13   Actuate  Corpora/on  ©  2012  
  • 14. Geospa.al   14   Actuate  Corpora/on  ©  2012  
  • 15. Interac.on   15   Actuate  Corpora/on  ©  2012  
  • 16. Icon   16   Actuate  Corpora/on  ©  2012  
  • 17. Rich   17   Actuate  Corpora/on  ©  2012  
  • 18. Repe..on   18   Actuate  Corpora/on  ©  2012  
  • 19. Drill   19   Actuate  Corpora/on  ©  2012  
  • 20. Agenda   •  Visualiza.ons  must  augment  the  message,  not  overshadow  it   1.  Highlight  one  or  mul/ple  aAributes   2.  Summarize  very  high  volume  of  data   •  Visualiza.ons  for  performance  monitoring   1.  Set  up  goals  and  targets   2.  Go  beyond  gauges  and  traffic  lights   •  Visualiza.ons  can  enable  ac.onable  intelligence   1.  Discover  hidden  nuggets  of  informa/on   2.  Think  forward     •  Embedding  visualiza.ons  everywhere     20   Actuate  Corpora/on  ©  2012  
  • 21. Performance   21   Actuate  Corpora/on  ©  2012  
  • 22. Briefing  Book   22   Actuate  Corpora/on  ©  2012  
  • 23. Agenda   •  Visualiza.ons  must  augment  the  message,  not  overshadow  it   1.  Highlight  one  or  mul/ple  aAributes   2.  Summarize  very  high  volume  of  data   •  Visualiza.ons  for  performance  monitoring   1.  Set  up  goals  and  targets   2.  Go  beyond  gauges  and  traffic  lights   •  Visualiza.ons  can  enable  ac.onable  intelligence   1.  Discover  hidden  nuggets  of  informa/on   2.  Think  forward     •  Embedding  visualiza.ons  everywhere     23   Actuate  Corpora/on  ©  2012  
  • 24. Venn  Diagram   24   Actuate  Corpora/on  ©  2012  
  • 25. Profile   25   Actuate  Corpora/on  ©  2012  
  • 26. Agenda   •  Visualiza.ons  must  augment  the  message,  not  overshadow  it   1.  Highlight  one  or  mul/ple  aAributes   2.  Summarize  very  high  volume  of  data   •  Visualiza.ons  for  performance  monitoring   1.  Set  up  goals  and  targets   2.  Go  beyond  gauges  and  traffic  lights   •  Visualiza.ons  can  enable  ac.onable  intelligence   1.  Discover  hidden  nuggets  of  informa/on   2.  Think  forward     •  Embedding  visualiza.ons  everywhere     26   Actuate  Corpora/on  ©  2012  
  • 27. Embedding  Visualiza.ons   27   Actuate  Corpora/on  ©  2012  
  • 28. Embedding  Visualiza.ons   28   Actuate  Corpora/on  ©  2012  
  • 29. Embedded  Visualiza.on   29   Actuate  Corpora/on  ©  2012  
  • 30. Ques.ons  &  Answers   30   Actuate  Corpora/on  ©  2012  
  • 31. Jason  Goodyear–  jgoodyear@actuate.com   www.actuate.com   Thanks  for  your  aDen6on   31 Actuate Corporation © 2012
  • 32. Perceptions & Questions Analyst: John O’Brien Twitter Tag: #briefr The Briefing Room
  • 33. 33 WHO ARE YOU IN DATA VISUALIZATION? Inside Analysis – Actuate Data Visualization November 05, 2013 John O’Brien | Principal Analyst and CEO, Radiant Advisors @obrienjw @radiantadvisors john.obrien@radiantadvisors.com © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000
  • 34. 34 Who are you in Data Visualization? FARECAST STORY •  Common wisdom is wrong …except when it’s right •  When price drops, jump •  If prices high, hold off •  The day you fly matters •  So does the day you buy •  Markups vary by destination •  Stay an extra day Flight Patterns" shows 141,000 aircraft paths over a 24-hour period. Image: Aaron KoblinRead http://www.wired.com/science/discoveries/magazine/16-07/pb_airfares##ixzz11h85mCO2 © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000
  • 35. 35 Who are you in Data Visualization? VISUALIZATION IS PART OF THE PRODUCT Farecast, part of Microsoft’s Bing search engine Advises to buy or wait for airfare prices to lower Examines 225 billion flight and price records © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000
  • 36. 36 Who are you in Data Visualization? 5 TYPES OF VISUALIZATION PEOPLE Visual Types: 1.  Technician 2.  Analyzer 3.  Artist 4.  Outsider 5.  The Light Bulb Remember when… must be 1980s ! © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000
  • 37. 37 Who are you in Data Visualization? 1 – THE TECHNICIAN Personality of a Technician: •  All about implementation •  Strong programming background •  Has worked with large databases •  Aesthetics not as important as working •  Visualization comes after everything works © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000
  • 38. 38 Who are you in Data Visualization? 2 – THE ANALYZER Personality of an Analyzer: •  Data is the priority •  Aesthetics not the greatest concern •  Wants to know relationships between variables •  Finds positive and negative trends •  Selects or corrects type of graph or chart used •  Weapons of choice: •  •  R programming, Excel, SAS Programming experience but doesn’t code © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000 Sound like anyone you know…
  • 39. 39 Who are you in Data Visualization? 3 – THE ARTIST Personality of the Artist: •  Obsessed with the final product •  Designers who think hard about color and visual indicators (obsesses over moving box up 2 pixels) •  Not programmers but maybe uses “Processing” language Also the person mostly likely to tell you something is ugly! •  Weapon of choice: Adobe CS, Illustrator, Photoshop © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000
  • 40. 40 Who are you in Data Visualization? 4 - OUTSIDER Personality of the Outsider: •  Field experts with complex data sets •  Wants to visualize their data but not sure how •  Provides plenty of context and sense of the data •  Usually explaining things to the Technicians, Analyzers and Artists © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000
  • 41. 41 Who are you in Data Visualization? 5 – THE LIGHT BULB Personality of the Light Bulb: •  The ideas people •  Some programming, design and analytical experience but not necessarily experts in all 3 •  Handle bigger data visualization projects •  Can lead projects and delegate work •  It’s all about the big picture © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000 The brightest are Zen Masters of data visualization
  • 42. 42 For more information www.RadiantAdvisors.com Inspired by: 5 Types of Data Visualization People – What Type Are You? Blog on FlowingData.com - June 6th, 2008 Twitter: @RadiantAdvisors #ModernBI #RediscoveringBI RSS: feed://radiantadvisors.com/feed/ Email us at: info@RadiantAdvisors.com Linked IN: www.linkedin.com/company/radiant-advisors Subscribe: Rediscovering BI quarterly e-magazine www.radiantadvisors.com/rediscoveringbi THANK YOU! © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000
  • 43. 43 Questions •  How does Actuate help developers and analysts choose the right visualization technique? •  Can multiple charts on the same page be linked such that updating one refreshes the other related views? (ex: Briefing Book) •  Can a screen with multiple visualizations be connected to multiple underlying databases simultaneously? •  What collaboration features are there? Are there methods for capturing end user comments, ratings or “like”? © Copyright 2013 Radiant Advisors. All Rights Reserved v1.10.000
  • 44. Twitter Tag: #briefr The Briefing Room
  • 45. Upcoming Topics November: DATA DISCOVERY & VISUALIZATION December: INNOVATORS 2014 Editorial Calendar at www.insideanalysis.com/webcasts/the-briefing-room www.insideanalysis.com Twitter Tag: #briefr The Briefing Room
  • 46. Thank You for Your Attention Twitter Tag: #briefr The Briefing Room