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
    The Data Trends Shaping Analytics in 2026: 10 Shifts Worth Funding -- AI-generated illustration
    The Data Trends Shaping Analytics in 2026: 10 Shifts Worth Funding
    40 Min Read
    Data Modeling Tools: 14 Picks Compared by Modeling Layer in 2026 -- AI-generated illustration
    Data Modeling Tools: 14 Picks Compared by Modeling Layer in 2026
    42 Min Read
    The 10 Best Analytics Tools in 2026, Grouped by Job -- AI-generated illustration
    The 10 Best Analytics Tools in 2026, Grouped by Job
    36 Min Read
    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
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Taking a Dimension-Free View of Data
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 > Taking a Dimension-Free View of Data
AnalyticsBest PracticesBusiness IntelligenceData Visualization

Taking a Dimension-Free View of Data

Brett Stupakevich
Brett Stupakevich
4 Min Read
SHARE

data exploration 150x150 photo (advanced analytics)One of the biggest challenges facing businesses today is the intimidating nature of big data.

Many decision makers suffer from the so-called “paralysis by analysis” as they struggle to decide how best to sample and act on the petabytes of structured and unstructured customer data that’s available to them today.

Companies need to be able to cut through the chaff and enable decision makers to view key business and customer trends in near real time so they can act quickly and decisively.

Dimension-free data exploration enables end users to utilize contextual and social analytics capabilities without having to request assistance from their IT departments. This approach blends the strengths of visual data discovery with collaborative analytics for improved and more rapid decision making and borderless analytical capabilities.

More Read

A Sustainability Storm is Brewing for BI
The ‘Big Data’ Buzz – Revolution or Evolution?
The Keyword Tree – Spotfire, Data Visualization and Text Mining
Big Data Blasphemy: Why Sample?
Comparing and Contrasting Two Innovative Analytics-Driven CMS Platforms

After all, the most effective decisions – those that are considered and debated from multiple angles and viewpoints – are those that are developed through brainstorming. Because of this, it’s important for dashboards and analytics tools to support collaboration so that companies are able to harness the collective wisdom of a team.

These decisions can be reached more easily and logically through the use of visual data investigation capabilities that help make data insights more contextual for end users.

By analyzing data in context, data scientists and business leaders are able to focus on the most relevant data for a particular set of circumstances and not get overwhelmed with information overload as can often occur when companies attempt to make use of big data.

For example, let’s say a work team for a consumer packaged goods company is examining customer comments made in social channels to determine customer sentiment about a laundry detergent it sells in multiple markets. Dimension-free analysis offers the team access to granular data regarding customer comments without imposing response time constraints.

By providing team members the ability to parse data by customer segment, the team can more quickly and effectively determine whether high-value/repeat customers have expressed any concerns about the detergent’s “quality” or “value” relative to competing brands.

This ability to pinpoint the most important information to act on enables business leaders to streamline their uses of available data and achieve time-to-market improvements.

Data scientists and business leaders need intuitive, easy-to-use tools to help make sense of the enormity of data that’s available to them. Expanding the universe of potential data sources while placing the information in greater context can only help organizational leaders make decisions faster and more effectively.

Next Steps

To learn more about how to make better business decisions using predictive analytics register for our complimentary webcast with featured speaker Lou Bajuk-Yorgan (@LouBajuk), Senior Director of Product Management at Tibco Spotfire. In this webcast, you’ll discover how leveraging a single analytics and data discovery platform will empower anyone, anywhere, to make insightful decisions – with requiring IT support.

TAGGED:big datadashboards
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

jobs where human is better than robots AI
11 Jobs Humans Can Do Better Than Robots and AI (and What AI Already Took)
Artificial Intelligence
Big Data Sources: 20 Free Data Sources and Where to Find Them -- AI-generated illustration
Big Data Sources: 20 Free Data Sources and Where to Find Them
Big Data
Cloud Storage for Business: The 10 Best Solutions in 2026 -- AI-generated illustration
Cloud Storage for Business: The 10 Best Solutions in 2026
Cloud Computing
Data Modeling Tools: 14 Picks Compared by Modeling Layer in 2026 -- AI-generated illustration
Data Modeling Tools: 14 Picks Compared by Modeling Layer in 2026
Modeling

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

big data and hockey sport
Big DataExclusive

Big Data In Hockey Takes The Sport By Storm

5 Min Read
ai for playground safety
Big DataExclusive

Using Data to Plan Safer, More Efficient Public Playgrounds

9 Min Read
big data network firewalls cybersecurity
Big DataITSecurity

Big Data is Paving the Road for a New Generation of Network Firewalls

6 Min Read
big data in retail industry
Big Data

Benefits Of Big Data for Online Retailers

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 in ecommerce
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence
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?