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, 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
    How a Specialized Marketing VA Improves Campaign Analytics
    How a Specialized Marketing VA Improves Campaign Analytics
    11 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Mapping the Massachusetts election upset with R, ctd
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Uncategorized > Mapping the Massachusetts election upset with R, ctd
Uncategorized

Mapping the Massachusetts election upset with R, ctd

DavidMSmith
DavidMSmith
2 Min Read
SHARE

Last week we looked at an analysis done in R by the good folks at Offensive Politics, looking at the political climate surrounding the recent Senate election in Massachusetts. There were some very insightful comments (thanks, Revolutions readers!) about the design of the charts, especially in the choice of color schemes used (the originals didn’t use a neutral white midpoint to represent no change). Well, Offensive Politics have taken another look at the charts, and produced some new ones which are a great improvement. With the revisions, the chart comparing the increase in Republican vote percentage from 2008 to 2010 looks like this:

Republican increase
 Offensive Politics notes…

More Read

Note to Bloggers: Don’t Quit Your Day Job
The Battle of the Data Giants
Tweet 2001: A Social Media Odyssey
The ticket puncher on the train
Turbo-Charge Data Scientist Productivity with a Data Catalog

Last week we looked at an analysis done in R by the good folks at Offensive Politics, looking at the political climate surrounding the recent Senate election in Massachusetts. There were some very insightful comments (thanks, Revolutions readers!) about the design of the charts, especially in the choice of color schemes used (the originals didn’t use a neutral white midpoint to represent no change). Well, Offensive Politics have taken another look at the charts, and produced some new ones which are a great improvement. With the revisions, the chart comparing the increase in Republican vote percentage from 2008 to 2010 looks like this:

Republican increase
 Offensive Politics notes:

From this map we can see that from 2008 to 2010 the Republican vote percentage actually increased in every single township in MA. This is kind of shocking, especially when you consider that Democrats enjoy a 15 point registration advantage statewide.

Check the link below for all the updated charts, and of course the R code to create them.

Offensive Politics: Re-mapping Massachusetts Special election results

Link to original post

TAGGED:data qualityr code
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

chatgpt image jul 13, 2026, 04 19 58 pm
Can AI Help Companies Improve PPC Fulfilment?
Artificial Intelligence Exclusive
chatgpt image jul 13, 2026, 04 14 54 pm
How AI Helps Companies Adapt to Fulfillment Strategy Changes
Artificial Intelligence Exclusive
chatgpt image jul 13, 2026, 03 59 46 pm
How Data Analytics Improves Multi-Location Search Strategies
Analytics Big Data Exclusive
Turning Monitoring Data Into Customer-Facing Incident Communication
Turning Monitoring Data Into Customer-Facing Incident Communication
Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

data sources
Big Data

5 Surprising Big Data Sources for Improving Data Quality and Business Analytics

6 Min Read

The Napoleonic Wars – Timely and Near Enough was Good Enough

5 Min Read
data quality
Big Data

Can Business Automation Solve Your Data Quality Problems?

6 Min Read

The Quality Gap: Why Being On-Time Isn’t Enough

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 chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data

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?