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: Apples and Oranges
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 Visualization > Apples and Oranges
Data VisualizationPredictive Analytics

Apples and Oranges

DavidMSmith
DavidMSmith
4 Min Read
SHARE

There’s a fascinating — and heated — discussion going on over at Flowing Data about visualizations, and the quality thereof. It all started when Andrew Gelman commented on Flowing Data’s selection of the 5 best data visualizations of 2008, saying: “They all suck (for the purpose of data display).” Unsurprisingly, this kicked off a bit of a firestorm.

Nathan Yau’s response is well worth reading, particularly for the comments that follow. He suggests that statisticians are stuck in the mindset of Tukey and Tufte, and don’t “get” the “cool new stuff”. Point made, although statisticians are hardly a homogeneous bunch. I for one think many of the visualizations shown on Flowing Data and elsewhere are truly valuable, and have linked to some in the past. (I did however notice I’d omitted Flowing Data, a site well worth your time, from the blogroll — an omission since corrected.) Andrew did post a response in the comments with some justifications of his criticisms.

It occurs to me that this fooferaw is caused in some part by language. Charts / visualizations / graphics have different purposes in different venues: sometimes to present data, sometimes to explore and make discover…

More Read

big data and AI
Three Ways Big Data Is Revamping Manufacturing Processes
Harnessing the Power of Big Data, Machine Learning, & Predictive Analytics
Will Big Data Mark the End of the Market Research Industry?
Big Data Stories, Including “How the Gambling Industry Is Betting on Big Data” [VIDEO]
Is Big Data Under Threat by New Internet Magna Carta?

There’s a fascinating — and heated — discussion going on over at Flowing Data about visualizations, and the quality thereof. It all started when Andrew Gelman commented on Flowing Data’s selection of the 5 best data visualizations of 2008, saying: “They all suck (for the purpose of data display).” Unsurprisingly, this kicked off a bit of a firestorm.

Nathan Yau’s response is well worth reading, particularly for the comments that follow. He suggests that statisticians are stuck in the mindset of Tukey and Tufte, and don’t “get” the “cool new stuff”. Point made, although statisticians are hardly a homogeneous bunch. I for one think many of the visualizations shown on Flowing Data and elsewhere are truly valuable, and have linked to some in the past. (I did however notice I’d omitted Flowing Data, a site well worth your time, from the blogroll — an omission since corrected.) Andrew did post a response in the comments with some justifications of his criticisms.

It occurs to me that this fooferaw is caused in some part by language. Charts / visualizations / graphics have different purposes in different venues: sometimes to present data, sometimes to explore and make discoveries, sometimes to offer an analysis or conclusion, sometimes to communicate a story. And sometimes they are by design not science but art, or intended “merely” to entertain. Yet we have no simple way to categorize these uses: as I just demonstrated, the words “chart”, “graphic”, “visualization” and others are all used interchangeably.

We don’t usually compare a comic book to a novel, or Rembrandt to a Clear Channel billboard. On the other hand, some novels are trash, and some comic books are sublime. When a creative work fails at its intended purpose, it’s worth calling it out and identifying the problems. But a heated argument on whether Battlestar Galactica is better or worse than Citizen Kane is only going to have the heat, but little light.

TAGGED:data visualization
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

chatgpt image jul 18, 2026, 05 09 14 pm
When Data-Driven Businesses Must Recover Data from USB Drives
Big Data Exclusive
chatgpt image jul 15, 2026, 03 28 38 pm
How Cloud Technology Helps IT Asset Recovery Services
Cloud Computing Exclusive IT Security
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

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

The impact of the drug war in Mexico

3 Min Read

Stunning Business Intelligence Visualizations… from 1830

2 Min Read
data visualization tools for your business
Data Visualization

Real-Time Interactive Data Visualization Tools Reshaping Modern Business

5 Min Read

Dave Wells’ prescription for the incurious

3 Min Read

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

data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data
AI and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence 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?