Mar 17, 2008

Lunar eclipse

Todd B. sent me this pie chart, with a note: "Do the areas in the pie chart represent the numbers?"

Overlapmsnyahoo

The short answer is NO. 

It's also not so simple to figure out the areas of crescents.  The purple area looks tiny compared to the dark green region.  If shown this chart, we get the impression that  Microsoft's intention to absorb Yahoo! will not vastly expand the number of unique visitors to its properties because so many of their current users overlap.



The following is a bar chart representation of the same data.  Redo_overlapThe combined entity will have 31% more users than what Microsoft has right now.  Not a bad growth rate for a mature business!  The author of the original post calculated that Microsoft would in effect be paying about $1000 each to acquire these new users. 

Perhaps the most important question is how one values a "unique visitor".  Have anyone seen any sophisticated analysis on this topic?


 

Dec 25, 2007

Doctoring charts

Reader Chris P. alerted us to a fascinating post from Errol Morris' blog, which presents results in graphical form from a readers' poll related to this other post.  This other post deals with a pair of photographs taken during wartime, previously discussed by Susan Sontag and others.  Sontag believed the pair documented a before-and-after setting: it was alleged that the photojournalist shifted some cannon balls from their natural position between takes. 

Morris polled his readers asking them in which order they thought the photos were taken ("on before off", "off before on", "undecided"), and which factors were used to make the decision.  He presented results in two formats, first plotting frequencies in bar charts and then plotting proportions in pie charts.  He preferred the pie chart construct.

Nyt_sontag

Most here would share Chris' reaction: "Oh my.  What people do with Excel."

The biggest problem with these pie charts is the unreasonable baseline.  This is one of those polls that allow respondents to pick any number of factors and clearly, the pie chart creator used the 1,151 responses as the baseline, as opposed to 910 people who voted.  Consider these two statements:

  • 52% of respondents who decided "on before off" listed "sun shadow" as a decision factor
  • 30% of the decision factors submitted by respondents who decided "on before off" were "sun shadow"

It is tough to figure out what the second statement means.  It is as if the respondent who selects more than one factors gets more than one votes in the final tally.  To put it differently, the 30% is meaningless unless one also knows how many decision factors were selected by each respondent, on average and in distribution.  The 52% is independent of such consideration.

Combining the data given in the bar charts and pie charts, one discovered that 469 out of 910 respondents could not decide which photo was taken before the other; besides, these respondents on average expressed 0.9 opinions on the decision factors whereas the respondents who made a decision expressed 1.6 opinions.


A simple illustration to show the key decision variables by type of respondents is shown below.  Redo_sontag_2From this chart, one sees that the number and position of the cannon balls were crucial to at least 50% of those who came to a conclusion.  Sun shadow were much more important to those who decided "on before off" while those who decided "off before on" noticed character artistic, shelling and rocks.  Most other factors did not differentiate the three groups.

Source: "Not Your Mum's Apple Pie Chart", Errol Morris, Dec 18, 2007.


 

Nov 18, 2007

The absolutely meaningless pie chart

Simon J., from New Zealand, sent this in during the recent Rugby Cup but I didn't notice it till now.  As he stated, "they do a good job confirming our views of pie charts!"  Dropkicks is a site about rugby, and other sports popular in the south Pacific.

So here is our light entertainment for Thanksgiving week:
Dropkicks_pie_chart


This chart accompanied a very serious statistical analysis to address the monumental question of whether some countries were borrowing strength from foreign players.  If this is your cup of tea, follow this link.

P.S. Today I started the Junk Charts Core Collection, which include books I recommend on graphics, statistics, data mining and related topics (top right).  Some categories are sparse right now as I build out the collection.  If you have favorites, let me know and I will include them.  (I am using the Amazon interface to organize the list; if you buy books, you are buying from them.  I am not becoming a bookstore.)

11/19: Amazon seems to be having problems serving up the images.  I have turned off the image for now.  You can follow the text link above to see the book collection.

11/20: the image is up again

Oct 28, 2007

Clocks and pies

Keith A submitted this graphical idea from the folks at Ikea (via Boing Boing). 
Ikea
Based on the comments, it seems like some people really like this presentation!

Consider these for amusement:

  • Does the "9" on Sunday mean 9 am or 9 pm?  (This chart mixes A.M. and P.M. hours in a totally nonchalant way.)
  • If the above is too easy, try the "9" for Saturday!
  • Why was "9" displayed on Sunday anyway?  Meanwhile, why wasn't "7" displayed for Saturday?  (How were the hour labels chosen?)
  • Why was "Closed" written on the chart while "High", "Mid", and "Low" were put into the legend?
  • Since pie charts show proportions, is it possible to describe what proportions were plotted?

Reminds me of this pie chart.



Aug 15, 2007

Could-be-light entertainment

OnionIt's the heat of the summer so here's another entertaining contribution.  Mike K, a reader, helpfully points us to this chart from The Onion (a satirical paper).

The artist must know some best practices since he/she can get so many things wrong at once.  At least he/she can do math, the percentages do add up to 100.

Histograms are the second most popular chart, that's a surprise!

Source: "America's Most Popular Charts", The Onion, Jan 7, 2007.

Jun 26, 2007

Dizzy display

Wufoo Xan G. tells us that these "inconsistent pie charts ... make [his] head hurt".  The dizzy array of colors is unfortunate, especially when "Application" gets a medium blue in three of four pies but an orange-red in one of them.  Just like the baby names charts, it's important to keep the background constant when constructing small multiples.

We cite from the horse's mouth:

The goal of this section was to uncover any [software development] task that might be overlooked [by these startup companies]. When writing a software product, the tendency is to focus 100% on the application. Items like support, marketing, and especially billing never cross your mind.

The junkart version below is designed to bring out this one message: that Blinksale has distinguished itself from the rest by having spent more time developing code for purposes other than the application itself. Redo_wufoo 

I removed the raw counts of lines of code and focused only on the relative proportions.  The former does nothing to argue the author's case.

The pie charts fail our self-sufficiency test.  The reader must rely on the data table and data labels to understand the chart.  If removed, the key message is obscured.

Source: "Web App Autopsy", ParticleTree, June 2007.

Jun 06, 2007

Mid-week entertainment: creme fraiche

From Forsooth! on RSS News, June 2007

Sainsbury

Nov 26, 2006

Wading in waste

Sciam_bacteria A poor graphic leaves readers wading in waste, in this case, the waste of time.  (Thanks to a tip from Dr. Bruce W.)

This very busy chart conveys a simple research finding, that the density of bacteria increases with the prevalence of impervious surfaces.  As Bruce pointed out, underlying this chart is but six observations taken at selected tidal creeks, each observation being a (paired) measurement of bacteria count and prevalence of impervious surfaces.

A factory worth of graphical elements was employed, including columns, pies, colors, data labels, legends and so on.  The result is utter confusion.  How is it that the tip of each column does not coincide with the center of each pie?  Do equal-sized pies imply equal surface areas?  What is the bacteria count at each location?

Redo_bacteriaA scatter plot brings out the key correlation with minimal fuss.










Reference: "Wading in Waste", Scientific American, June 2006

Jan 26, 2006

Don't be scared of tables

I see the colors, I see the inside/outside text, I see the random distribution of slice sizes: I see variety.  But I prefer a simple, boring table.
Redoir2006

Nov 26, 2005

Managing the gap

Sophisticated ideas are difficult to get across in a chart.  For instance, the NYT recently described the gender gap in the workplace by comparing the proportion of men versus women in managerial positions relative to the overall proportion.  Two simultaneous comparisons are taking place, one between men and women, and the other between managerial positions and overall employment.

The published chart (below left) used eight pie charts.  To my eyes, this graphic is confusing, not least because the primary comparison between managers and overall is set far apart.  The junkchart version (right) tries to fix this by graphically showing the gender gap using a horizontal line segment. Also, the 50% gray dotted line allows the reader to see quickly that in the three industries where men comprise the minority overall employment, they take up the majority of managerial positions.

Redogender


Reference: "Stuck at the Edges of the Ad Game", New York Times, Nov 22, 2005.

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