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: “Good Enough” Data Analysis Will Lead to Good Data Analysis
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Data Management > Best Practices > “Good Enough” Data Analysis Will Lead to Good Data Analysis
AnalyticsBest PracticesCulture/Leadership

“Good Enough” Data Analysis Will Lead to Good Data Analysis

TedCuzzillo
TedCuzzillo
3 Min Read
SHARE

Someone on Quora asks, “What are the most promising disruptive innovations for the next decade (2011-2020)?”

Someone on Quora asks, “What are the most promising disruptive innovations for the next decade (2011-2020)?”

The always incisive Venkatesh Rao offered a long list. At least one of his predictions brings to mind the decision support industry’s many do-it-yourself tools.

Deprofessionalization/democratization: if you thought blogging taking down professional writing, and amateur photography threatening professional photography were big, you ain’t seen nothing yet. Tons of problems that previously required professional expertise to solve can now be re-engineered so that amateurs can solve them. Movies and education are next…

Look around. If the tools don’t exist, but the high-margin professionals and eager amateurs do, try and invent them.  A big opportunity here is for amateur animated video shows. There are some primitive things that get animated characters speak out scripts, but we’ve barely scratched the surface.

Note the absence of data analysis. He could have listed it along with movies and education. But he didn’t, most likely because he knows too much about it to accept “good enough.”

People tend to go along with the good-enough except in their own field. There they see exactly why “good enough” just isn’t. Professional writers and photographers still scoff today at amateurs’ work even 20 years into that takedown.

When you need something done well, you hire a pro. But for many jobs, you can get by on “good enough” — until you’re skilled enough to know what you’re missing or curious enough to want something better.

Back in the early ’80s, I talked to the finance officer of one of the many new craft brewers in California. He had seen how mass tastes work a decade before with the rise of a bad jug wine, Italian Swiss Colony. (“Made by that little old winemaker, me.”)

Sure, the stuff was awful by today’s standards. But the marketing got Americans drinking wine. Before long, many of them wanted to know how the good stuff tasted. So throughout the ’70s and even today, small wineries thrive thanks to that new thirst.

So it will be with data analysis, not to mention movies and education.

(disruptive innovations / shutterstock)

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Best Age Estimation Software in 2026: Which Facial Age Providers Actually Hold Up -- AI-generated illustration
Best Age Estimation Software in 2026: Which Facial Age Providers Actually Hold Up
Artificial Intelligence Exclusive Machine Learning
Top 8 Multi-Cloud Architecture Tools for Automated Infrastructure Design in 2026 -- AI-generated illustration
Top 8 Multi-Cloud Architecture Tools for Automated Infrastructure Design in 2026
Cloud Computing Exclusive IT
6 Top Agentic SDLC Platforms for Enterprise Engineering Organizations -- AI-generated illustration
6 Top Agentic SDLC Platforms for Enterprise Engineering Organizations
Artificial Intelligence Exclusive
6 Best Runtime Intelligence Tools for Debugging AI-Generated Code in 2026 -- AI-generated illustration
6 Best Runtime Intelligence Tools for Debugging AI-Generated Code in 2026
Artificial Intelligence Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

“In the following Edge original essay, Taleb continues his examination of Black Swans, the highly…”

1 Min Read
predictive analytics content marketing
AnalyticsExclusiveFeaturedNewsPredictive Analytics

Predictive Analytics Causes Employment Boom in Content Marketing Profession

7 Min Read

Eli Lilly’s Dave Powers talks compellingly about how the…

1 Min Read

When Data Flows Faster Than It Can Be Processed

10 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 and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence 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?