« It's raining colors here too | Main | It's tiny »

Comments

DavidS

Notable also is that, within Democrats, there seems to be a moderate correlation between social scores and economic scores.

A few more comments:

- There is a division between Dem and Reps; I don't see an internal division within either Dems or Reps. Although the range of social scores is ~25% larger within Dems than within Reps, the range of economic scores within Reps is ~33% larger than within Dems.

- Although the range for the social scale is larger, it has been re-scaled (see http://www.stat.columbia.edu/~cook/
movabletype/archives/2008/07/more_info_on_th.html
). Assuming that the re-scaling is related to the variability (which it usually is), then we might infer that there is more relative variability in the social scale (which, in fact, is obvious from the plot), but it says nothing about the range. FWIW, the social score is calculated from 13 questions, and the economic score from 10.

- The observation that the points appear to be 45 degree line overlaid onto the plot is incidental to any correlation; correlation is scale (and location) invariant, that is, the correlation between 1,2,...,10 and 1010,1020,...,1100 is exactly the same as the correlation between 1,2,...,10 and 1,2,...,10.

Martin

Pretty graph, but the process used to collect the data is completely unclear and not reproducible.
Would be great to get the details here, otherwise it looks a bit like the self fulfilling prophecies - which is still good academic practice ...

Kaiser

DavidS: thanks for the additional comments. You're right about the 45-deg line; I even pointed out that the two scales were not the same so it's any positive slope line

Martin: if you follow the link in DavidS's post, you will see a fuller explanation of how the ratings were derived (from survey data)

Martin

Kaiser,

thanks for pointing to David's link - that explains a bit more, but does not really make me more comfortable with the data.
The way the survey was constructed and conducted may influence the results extremely - at least it has a good leverage on how strongly you may separate the two clusters.

Brian

You're using averages though, and that has a clustering effect which gives the impression that there are NO voters that fall in the middle (of which there are many). It would be interesting to somehow rate the people that voted democrats in one elections and then republican in the next (or vice versa). THAT would tell you something.

Jesse

I recently did some analysis of the General Social Survey. There is a set of the GSS that splits into two very well-defined clusters as well. See my demonstration here: http://orbitalteapot.blogspot.com/2008/05/best-basis-some-gss-exploration.html

The comments to this entry are closed.

BOOTCAMP SUMMER '19



Link to Principal Analytics Prep

See our curriculum, instructors. Apply.
Kaiser Fung. Business analytics and data visualization expert. Author and Speaker.
Visit my website. Follow my Twitter. See my articles at Daily Beast, 538, HBR.

See my Youtube and Flickr.

Book Blog



Link to junkcharts

Graphics design by Amanda Lee

The Read



Keep in Touch

follow me on Twitter

Residues