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Here are 5 design tips for creating optimal column charts. The tips are based on a study conducted which uses eye-tracking technology to get insights on how we read and understand charts (see link below).
This is how eye-tacking tests are done: The participant is presented with a question which they need to answer by looking at the visualization on the screen while the camera is tracking their eye movements. Two parameters are measured. One is effectiveness – which means was the answer correct and number two is efficiency, which means how fast were they able to respond.
Attribution: Picture of Edward Tufte By Keegan Peterzell - Own work, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=40367115
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