Abstract
A number of indications which bear upon the utility of graphical representations of data are presented. The indications are based upon the apparent cognitive demands of particular forms of information abstraction. A study is reported where hypotheses concerning the appropriateness of alternative forms of graphical display for the presentation of particular properties of data are tested. A large number of significant differences between alternative forms of presentation in terms of effectiveness for communicating major features of data are identified and discussed.

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