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: IRS Internal Migration Data and Housing Bubble
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 Mining > IRS Internal Migration Data and Housing Bubble
Business IntelligenceData MiningData Visualization

IRS Internal Migration Data and Housing Bubble

Editor SDC
Editor SDC
2 Min Read
IRS Internal Migration Data and Housing Bubble
Photo by charlygutmann on Pixabay (https://pixabay.com/photos/hands-help-migration-2582585/)
SHARE

Earlier this week, I suggested a potential business application of IRS’s internal migration data for a moving and relocation company.

Folks at Neilsen Claritas just found a far more interesting correlation which should have driven a lot of business decisions.  They note:

Today’s presence of underwater mortgages, or homes with negative equity, seem to be correlated to two common regional U.S. population trends: 1) domestic immigration from the Northeastern region to the South and Southwestern regions of the U.S., and 2) migration from coastal California inland

While such retrospective analysis is interesting for reports and blogs, it is not particularly useful for businesses. Maybe as means to generate  interesting hypothesis for future. It would have been useful had the chart been available to the strategic planning or risk group of businesses signing up people for these housing loans in 2006 and 2007.

More Read

Secrets and Lies: What's Your Sales Team Keeping from You? [SLIDESHARE]
Secrets and Lies: What’s Your Sales Team Keeping from You? [SLIDESHARE]
Hackers Use AI to Create Terrifying Malware Targeting Sandboxes
Five Things You Must Know About Data Warehouse Automation
Revolution Analytics Hosts Contest on Business Predicting the Future
The “decline effect,” random variation, and evidence-based marketing

Data is valuable only when it is used to drive decisions. Most companies have a huge opportunity to do a better job in bringing together data, analytics and visualization and delivering them to the points of decision.

TAGGED:data miningdata visualization
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

data mining
Big DataExclusive

Harnessing the Power of Data in Healthcare, Retail, and Energy Industries

10 Min Read
How CFOs Benefit from a BI Visualization Tool
Uncategorized

How CFOs Benefit from a BI Visualization Tool

6 Min Read
Value at Risk Segmentation and Retention Campaigns
Data MiningMarket Research

Value at Risk Segmentation and Retention Campaigns

2 Min Read
5 Best Practices for Extracting, Analyzing, and Visualizing Data
Data Visualization

5 Best Practices for Extracting, Analyzing, and Visualizing Data

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 chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence

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?