The best way of presenting evaluation results will depend on how the data has been analysed, and to whom the results are being presented.
If results are being presented to the development team, a video recording of edited highlights demonstrating the difficulties that participants had during the evaluation can be a powerful way to communicate the difficulties.
Most usability tests involve only a small number of participants, tabulations, charts and rankings that provide a visual representation of your data may be sufficient.
Descriptive statistics like mean, median adn mode can be useful if applied appropriately. Similarly, simple correlations can be shown statistically.
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