Page 161 - Lean six sigma demystified
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140        Lean Six Sigma  DemystifieD


                          As Tufte would say, “Don’t let your charts become disinformation. There’s
                        enough of that in the world already.”

                        Chartjunk and Disinformation

                        Tufte reminds me about the need for clarity in all of the charts and graphs
                        we create, and their power to misinform. Lurking behind chartjunk is con-
                        tempt both for information and for the audience. Chartjunk promoters
                        imagine that numbers and details are boring, dull, and tedious, requiring
                        ornament to enliven. If the numbers are boring, then you’ve got the wrong
                        numbers.
                          Worse is contempt for our audience, designing as if readers were obtuse and
                        uncaring. In fact, consumers of graphics are often more intelligent about the infor-
                        mation at hand than those who fabricate the data decoration. Our readers may be
                        busy, but they are not stupid. Clarity and simplicity are completely opposite to
                        simple-mindedness.
                          Tufte argues that to make your information more usable, you will want to


                          •   Document the source and characteristics of the data
                          •   Insistently enforce appropriate comparisons
                          •   Demonstrate the mechanisms of cause and effect
                          •   Demonstrate cause and effect quantitatively
                          •   Evaluate alternative explanations

                          Tufte argues for clarity and content over cuteness. Hence his term for any-
                        thing that violates these principles is chartjunk.

                        Dark Grid Lines Are Chartjunk

                        You can use Excel’s formatting capabilities to put boxes around cells, but they
                        may not reveal the structure of the data you want to highlight (Fig. 4-40).
                        Instead, you could choose to highlight the four trials (Fig. 4-41), or the three
                        temperatures (Fig. 4-42).

                        Chartjunk on Graphs

                        The same is true of Excel. If you draw a plain bar chart using Excel’s Chart
                        Wizard, you get a chart cluttered with unnecessary information: grid lines,
                        legends, background colors, and so on (Fig. 4-43).
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