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  • Because we had made up our data, numerical values were not necessarily consistent between different graphs. Several users expressed confusion about this inconsistency. In response, we modified our data to ensure that it was realistic and consistent between graphs, allowing users to make accurate comparisons between views.
  • We allowed users to view exact numeric y-values after touching an x-value in the graph, as suggested by user 2.
  • Many users expected to be able to schedule a transaction from the "storage" view. We made this possible by adding a "sell power" button for each device in the "storage" view, comparable to the "edit settings" button for each device in the "usage" view. Clicking this button switches the user to the "grid" view and launches a new power transaction from the selected device, essentially acting as a shortcut for the "schedule transaction" button. We hoped that this change would both improve the learnability of the "grid" view and increase the internal consistency between the "usage" and "storage" views.
  • We changed the wording of the "daily averages" heading to include the date from which the data was taken, hoping to address the ambiguity noted by user 3.
  • We moved the "day," "month," and "year" tabs and made them larger, so that they appeared to apply to the entire view rather than just the graph. We hoped that this change would also help disambiguate the meanings of the data given in the bottom pane.
  • We noted that no users interacted with the checkboxes that change which devices are displayed in the graph. To test the visibility and usability of these checkboxes, we created an additional subtask for users to perform, as noted above.