Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
    data driven risk management in heatlhcare
    How Data Analytics Is Changing Healthcare Risk Management
    17 Min Read
    big data and customer service outsourcing
    How Data Analytics Improves Customer Service Outsourcing
    18 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Minding data’s pedigree
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Quality > Minding data’s pedigree
Data Quality

Minding data’s pedigree

TedCuzzillo
TedCuzzillo
3 Min Read
SHARE

Does it seem to you like data analysis is busting out all over the place? It might become another fun game like chess or Chutes and Ladders — so this might be good time to recall an old admonition: Don’t just consume data, mind its pedigree.

Does it seem to you like data analysis is busting out all over the place? It might become another fun game like chess or Chutes and Ladders — so this might be good time to recall an old admonition: Don’t just consume data, mind its pedigree.

Repeating the warning, though, makes you look like a party-pooper. In 2007 at the TDWI conference in Las Vegas, a keynote speaker raised it one morning. Jonathan Koomey — author of Turning Numbers into Knowledge and one of those voices the BI world needs more of — did his best. But I could see the unfolding disaster from my banquet table, as attendees glanced at each other in scorn. When the lights went up, not one person raised a hand with any question or comment.

More Read

Image
The Billboard Problem: Why Intelligent Ads Only Live Online, for Now
Data Quality: The Secret Assassin of CRM?
Preserving Data Quality is Critical for Leveraging Analytics with Amazon PPC
How To Lose Credibility When Using Data
Investigating the Potential of Data Preparation

Now Sex, Drugs, and Body Counts: The Politics of Numbers in Global Crime and Conflict, edited by Peter Andreas and Kelly M. Greenhill, tries it again.

You may wonder what sex, body counts, and politics have to do with data analysis, but try to keep an open mind here. The book promises to let us spit out the usual cud of business intelligence, data quality, and get to the real spice: the politics of data. I can’t wait to read it. For now, see Jack Shafer’s review on Slate.

I won’t be surprised if the book points out how each organization’s core group subtly chooses the stories its data tells. I’ve just finished Art Kleiner’s Who Really Matters, which goes into detail on these groups’ formation and influence, including how they define who’s in, who’s out, and why. It’s the essence of politics.

Though core-group members may not ever lay their smooth palms on any data, data is nonetheless coiffed to suit these people. Through layers of managerial interpretation and re-interpretation, their influence cascades all the way down to tiny decisions about how data’s summarized, what’s measured, how it’s measured, and who measures it.

Like other forms of expression within an organization — speech, email, jargon, attire, hair style, suit or T-shirt — data is part of the politics. Though this has a big effect on decision making, it seems rare that I find it on a BI-event agenda. BI’s scope needs to widen.

TAGGED:data management
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

chatgpt image jul 13, 2026, 04 23 45 pm
How Data Analytics Helps Companies Improve User Engagement
Analytics Big Data Exclusive
chatgpt image jul 13, 2026, 04 19 58 pm
Can AI Help Companies Improve PPC Fulfilment?
Artificial Intelligence Exclusive
chatgpt image jul 13, 2026, 04 14 54 pm
How AI Helps Companies Adapt to Fulfillment Strategy Changes
Artificial Intelligence Exclusive
chatgpt image jul 13, 2026, 03 59 46 pm
How Data Analytics Improves Multi-Location Search Strategies
Analytics Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Smart Data
Best PracticesBig DataData ManagementData QualityDecision ManagementPredictive AnalyticsRisk ManagementSocial Data

Can Smart Data Ensure Cybersecurity and Data Protection?

6 Min Read
benefits of data lakes
Big DataData LakeExclusive

The Business And Technological Benefits Of Data Lakes

6 Min Read

10th Annual ECCMA Conference (ISO 8000 Data Quality Conference)

5 Min Read
data protection big data
Best PracticesBig DataData ManagementITPrivacyRisk ManagementSecurity

The Importance of Data Protection During the Coronavirus Pandemic

6 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive
data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?