We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    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
  • 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
Minding data’s pedigree
Illustration generated with FLUX.2 [klein 4B] via Cloudflare Workers AI.
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.

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.

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.

More Read

Examples of Using Kanban Boards with Data Visualization Tools
Examples of Using Kanban Boards with Data Visualization Tools
Recap of the Government Big Data Forum of 26 Jan 2011
Turbo-Charge Data Scientist Productivity with a Data Catalog
7 Key Industries Being Transformed by Data Savvy Virtual Agents
Analyzing the Results of Analysis

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

Illustration of mobile analytics dashboards with ad performance charts connected to backend databases
11 Best Sisense Alternatives for Embedded Analytics
Business Intelligence Exclusive
Analyst points at colorful circular data dashboard on screen - information technology business metrics
How Fragmented Workplace Tech Undermines Reliable Business Metrics and Reporting
Cloud Computing Exclusive Infographic IT
Using Multi-Source Data and Analytics to Detect Operational Drift Across Franchise Networks -- AI-generated illustration
Using Multi-Source Data and Analytics to Detect Operational Drift Across Franchise Networks
Exclusive Infographic
Beyond The First Impression: The Long-Lasting Impact Of Sensory Marketing -- AI-generated illustration
Beyond The First Impression: The Long-Lasting Impact Of Sensory Marketing
Infographic Marketing

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Big Data Hype is an Opportunity for Data Management Pros
AnalyticsCulture/LeadershipPolicy and Governance

Big Data Hype is an Opportunity for Data Management Pros

5 Min Read
Data Quality – Everyone is a Stakeholder
Data QualityPolicy and Governance

Data Quality – Everyone is a Stakeholder

7 Min Read
What are the Benefits of Data Annotation?
Big Data

What are the Benefits of Data Annotation?

5 Min Read
Improving Data Processing with Spark 3.0 & Delta Lake
Data Lake

Improving Data Processing with Spark 3.0 & Delta Lake

12 Min Read

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

From Bolts to Bots: How AI Is Fortifying the Automotive Industry
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots

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?