Archive for the 'Musings' Category

A graph without any graphic

Saturday, September 15th, 2007

Great. German marriages are increasingly stable. Even better: the graph in the German newspaper „Welt am Sonntag (WamS)“. It’s creator also lives in the deaf dog area. That’s where you are immune against any kind of chartjunk. No coloring of areas with confusing legends. No 3D-bars. Neither a church, nor a wedding dress or an attorney’s robe as decoration. Germany is flat. No pseudo-pie floating in outer space. The map achieves its goal. We learn about divorce rates in the south, north, east and west, the larger states and the city states of Hamburg, Bremen, Berlin. Without unnecessary digits. Per 100 marriages. That’s a self-explaining basis.

A small dot and a name, Neustrelitz, the only location which is addressed in the accompanying text. Marriages are most stable in Neustrelitz. Only 8.5 divorces per 1000 residents.

All state borders as clear as necessary while as thin as possible. A thin, narrow spaced font for compact labels. Finally, a small visual goody in the headline.

German marriages stronger
A graph without any chartjunk

Good information designers are deaf

Thursday, August 30th, 2007

Dogs hear quite well. Sometimes they read minds. Some designers think: “What boring numbers. It’s nothing to write home about.” Others believe: “If there is nothing to illustrate, what am I a designer for?” Information designers don’t listen to that. They are deaf when it comes to graphical rubbish, fashionable fuss and decoration. In case the numbers are boring they look for better ones. If there are none, boredom is the message. Not everything is a scandal, a mess or noteworthy. Brilliant information design is apparent in the terrific work of Megan Jaegerman.

An example: next time

one-way-deaf-dog-area_600px.jpg

Stacked columns – why stacked?

Wednesday, August 15th, 2007

Visualization often focuses on changes in shares which are compared to a total. Stacked column graphs which add up to 100 % are a common chart type. But not for more than three shares at once. Readability is becoming too bad. Even three cause problems.

Stacked columns - three shares at once
Shares of channels for selling used cars: used car dealers, new car dealers and private

My eye has to grasp the height of the top-most columns from the top down. The columns in the middle are even worse. My eye keeps jumping up and down to grasp their height. The source of the problem: the top line symbolizes 100 %. This is also plain to any reader, if I tell him beforehand that everything adds up to 100 %. Thus, no need to focus the design of the graph on this convention.

Option 1: Columns in a Graphic Table

Columns in a Graphic Table instead of stacked columns

Option 2: Sparklines in a Graphic Table

Sparklines in a Graphic Table instead of stacked columns

Red: Accelerate!

Monday, July 30th, 2007

Management is difficult. A boss has to have everything under control at the same time. He prefers to have this Everything in best order. But what is best order?

100 percent in best order

My friend Petra says: if a traffic light is red, you have to stop. She heads a swiss subsidiary of a large pharmaceutical enterprise. And she doesn’t want her crew to stop, if the light says red. She wants them to accelerate. And when the traffic light says green, she wants them to wait and think what could have been done better. Petra doesn’t like traffic lights. She doesn’t like any coding. She prefers to see numbers. Distinct and clear. She’s got Color TV already, at home.

The European Union’s Graph Summit

Sunday, July 15th, 2007

The recent European Union’s summit was exhausting. Not just for politicians but also for information designers. Comparing two measurements is (in some cases) already tempting. Three is even harder. In the discussion about weighing of votes among members of the European Union it’s even been five: population, distribution of votes in the treaty of Nice, in the proposal for a European constitution and in the Polish proposal based on a square root model and finally the number of members in the European Union. The German newspaper “Die Welt” as well as the “FAZ” use graphic tables, the regional paper “Nürnberger Nachrichten” a business chart.

WamS FAZ NN
Die Welt FAZ Nürnberger Nachrichten

Die Welt is acceptable. However, the light green for the Polish model is hard to read.

The FAZ uses an iterating background. Needless and annoying. Really bad is the label for the Polish model. The lines in the label dominate the bars. The eye compares the lines’ lengths although these have no meaning.

The idea of the Nürnberger Nachrichten is o.k.: you easily distinguish the three distributions. But color is a catastrophe. The bars are flickering before my eyes. That it’s also the color of the German flag is odd. All explicit values are missing and the smaller countries are missing, too.

An alternative is to look at the deviations compared to the current regulation:

Deviations of proposals for weighing of votes compared to the current EU treaty of Nice

No traffic-light colors, please!

Saturday, June 30th, 2007

Being dogmatic is still my nature. And I continue to hate traffic-light colors. However, I do like the traffic-light elements of Summize. They display product ratings with multi-color bars. In the example 35 products associated with Flipper more often receive a top rating than products which contain the brightest name in the universe.

Flipper vs. Bella - product ratings

Even better: the grey-scale variant and sparklines. Sparklines visualize the number of ratings per month. The color represents the mean of all ratings for a month. Distinguishing different values is much easier with the grey-scale variant.

Sparklines by Summize

Evade color as code, seek color as attribute

Friday, June 15th, 2007

Being dog-matic is my nature. To use color appropriately is difficult. My suggestion is to avoid color. There are exceptions. In some cases color is an attribute of the object in question and not a means to code information:

Porsche GT3 color variants

Another successful example I like:

Survey on polls for the German Bundestag

Why not Mosaic Displays!

Wednesday, May 30th, 2007

Worse than radar charts? Mosaic displays!

Table mosaic displays - raw data

Data on hair and eye color of 592 students is transformed into this:

Mosaic display

The relative frequency is displayed as an area. However, the eye isn’t good in comparing areas of different sizes.

All three areas are of the same size: Comparison of areas

The labels are hard to read, too. You have to count. To display the frequency a simple graphic table is enough:

Graphic table as an alternative to the mosaic display

Leading data graphics

Tuesday, May 15th, 2007

For the time being, the best data graphics come from the American elite papers. The New York Times, The Wall Street Journal and the Washington Post provide clean graphs, free of chart junk and information dense.

The Washington Post and The Wall Street Journal

Welt am Sonntag is close. Only the alternating background colors are nonsense. They change contrast and message. What is the message? Is it nicer in the light areas? What do I do wrong when I enter the dark areas?

Welt am Sonntag

Nonetheless: Thank you WAMS! The others make me cry anyway.

Histogram as a mini-graph

Monday, April 30th, 2007

Average and median intend to characterize distributions with a single value. Often, this is not enough. If you want to understand data you have to look at it. Rafe has a nice idea how to do this in an information-dense way.

Mrs. Johnson’s piano class last year had eight students of varying ages pianoclass01, seven of them children and one older gentleman, Mr. Onaip, who provided the other students with an interesting perspective on music and life in general. This year, the age distribution is noticeably different pianoclass01, since Mr. Onaip has brought along two of his like-aged friends and his daughter, Allegro, who has just graduated from medical school.

It works in Excel, too.

How important it is to look at data in detail is demonstrated in the story of Stephen Jay Gould [in German].

Living in Pixelland

Sunday, April 15th, 2007

Every pixel is valuable in Pixelland. The graph below is still pixel-junk on Pixelland’s standards.

Altria_Sparkline_1

The parantheses waste 30 valuable pixels.

Altria_Sparkline_2

The vertical line costs 11 pixels.

Altria_Sparkline_3

Empty spaces also use pixels which is vital.

Altria_Sparkline_4

Font-width can be measured in pixels, too.

Altria_Sparkline_5

Stop! Is green greener than yellow?

Friday, March 30th, 2007

There were nice charts in the German journal “Bild der Wissenschaft” 3/2006. They showed risk maps for Germany. Sadly, they weren’t readable. A little trick and they would have been brilliant. A color gradient from dark red via yellow to dark green doesn’t represent a natural order. Neither for the human eye nor for mine. Green is no better, larger or warmer than yellow and yellow no better than red. If colors with identical intensity are used for lowest and highest values you cannot identify patterns.

Earthquake and winterstorm risk Germany

Left: Risk of earth quakes in Germany, right: risk of winter storms, source: CEDIM Risk Explorer

Cognition of colors has to be proportional to displayed values. It’s best with a gray scale. If color is required, different hues of the same color are easily distinguished by the eye. For differentiating positive and negative values a combination of two colors is o.k.

Traffic light vs. color hue

Traffic light colors vs. color hues – geo analysis example from DeltaMaster

What a pity that most designers of weather charts don’t know that, either. Zero degree Celsius is very blue. Plus one degree Celsius is only a little less blue. But never yellow.

weather map

Example of a weather chart

Wait & See

Thursday, March 15th, 2007

People who handle real-time data love tickers. People who love to use their screen real estate efficiently love them, too. Movement substitutes display width. People who hate too much program interaction love them even more. All important information passes by automatically. Bissantz tickers stock quotes on his website. With sparklines, naturally (since April 2005). I think, this is only the beginning of using tickers for management information.

Ticker for the Dow Jones Industrial Index (DJI):

Ticker data is updated daily. It displays the last 60 days. The blue band represents the standard deviation from the average. Every sparkline is scaled individually. Minimum and maximum are important to compare volatility of stock quotes. You can include the ticker on your own web page. You only need the following piece of HTML. New data arrives automatically.

‹marquee scrollamount=”1” scrolldelay=”5″><img src=”http://www.bissantz.de/sparkserver/images/ticker-dj.png” height=”20”/></marquee›

And you can create a ticker with your own data. Read here how to do it.

Spring fever

Wednesday, February 28th, 2007

Yesterday was perfect. He stumbled over Maeda’s lifecounter. Ten minutes later we left the office – and spent the rest of the day in the woods. (Thanks, John!)

Lifecountdown for BIS

Today is different. I heard him gnarl, “Damned statistics!”. Then he sat down at his desk. And hasn’t moved since. *sigh* Maybe tomorrow…

Last New Year’s Eve…

Thursday, February 22nd, 2007

OK… I’ll blush a little now: Some fans wanted to see me again with my ski outfit and others asked whether dogs celebrate New Year’s Eve, too.

New Year’s Eve

Dogs do celebrate New Year’s Eve and they don’t handle it any better. And thanks for the fan post from all those Leo users.

Ski