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
    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
    data driven risk management in heatlhcare
    How Data Analytics Is Changing Healthcare Risk Management
    17 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Skinning ‘analytics’ — the word
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Analytics > Skinning ‘analytics’ — the word
Analytics

Skinning ‘analytics’ — the word

TedCuzzillo
TedCuzzillo
3 Min Read
SHARE

 

“Analytics,” the term, has been twisted so badly that Wayne Eckerson last month felt moved to rescue it with a definition. Rather, two definitions, possibly more.

One definition is capitalized, the other is not. What “analytics” might mean in italics, all caps, or underlined he doesn’t say.

More Read

Image
Gliding through Traffic with Big Data
Analytics and Fraud Detection in Medicaid / Medicare
An Interview With Tom De Ruyck of BAQMAR
Intuitive Reasoning, Effective Analytics & Success: Lessons from Dr. Jonas Salk
4 Benefits for the Public Sector when Governments Start Using Big Data

 

“Analytics,” the term, has been twisted so badly that Wayne Eckerson last month felt moved to rescue it with a definition. Rather, two definitions, possibly more.

One definition is capitalized, the other is not. What “analytics” might mean in italics, all caps, or underlined he doesn’t say.

Whatever the typography, Wayne just might have the stature to make it all stick. He’s been around the industry for nearly two decades, now as the TechTarget director of research and president of BI Leader Consulting. People know him, respect him, and like him.

The capital-A meaning takes the “macro perspective.” He says it’s “the processes, technologies, and best practices that turns data into information and knowledge that drives business decisions and actions.” The small-A version means “various technologies that business people use to analyze data.”

Referring to Tom Davenport’s use of “analytics” in his book titles instead of “business intelligence,” Wayne seems to imply that “analytics” should replace it elsewhere, too.

That suits me. “Analytics” does something “BI” can’t do. It throws light on the real point of the industry: making sense of data.

But Wayne’s proposal is doomed. No definition will stick that makes us refer to a dictionary before each use. I would still have to pause before dropping either one into a conversation, and that would probnably be the same for most other people, I suspect. That kills it.

Am I the only slow learner around here? I asked for opinions from my modest network of data analysts. A reply came from just one of them (who asked for anonymity), far fewer than normal. That analyst emailed that he doesn’t care what “analytics” means. He added, “What is the deal with such pompous, elaborate definitions?”

Exactly. What is the deal?

The terms that stick do so in an instant. Tableau seems to have pulled it off with its word for visualizations, “viz.” It’s simple and sounds like it must have been picked up on “the street.” They also repeat it often in their blog, and a cadre of devoted users sing along.

Wayne muses toward the end of his blog, “There’s more than one way to skin a cat.” Yes, sooner or later, we’ll come up with a best practice for this. But for now, this cat has run away, unskinned.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Comparing 5 Top Compliance Training Providers for Large Businesses -- AI-generated illustration
Comparing 5 Top Compliance Training Providers for Large Businesses
Business Intelligence Exclusive
11 Best AI Tools for Critical Thinking in Research -- AI-generated illustration
11 Best AI Tools for Critical Thinking in Research
Artificial Intelligence Exclusive
Top 7 GTM Intelligence Tools with MCP Integration in 2026 -- AI-generated illustration
Top 7 GTM Intelligence Tools with MCP Integration in 2026
Artificial Intelligence Exclusive News
What Is Fine Tuning AI Models And When Should You Actually Do It? -- AI-generated illustration
What Is Fine Tuning AI Models And When Should You Actually Do It?
Artificial Intelligence Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

“Acqui-Hiring” Hits Big Data to Tackle the Talent Shortage

4 Min Read

Reducing the Confusion about Performance Management

4 Min Read
data-driven lead generation
Analytics

Five Proven Lead Generation Strategies to Merge with Data Analytics

8 Min Read

Brink, a new show The Science Channel, discusses how IBM’s…

1 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
giveaway chatbots
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive

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?