Systems, Methods, and User Interfaces for Communicating Data Uncertainty

A computing device, comprising:

• a display;
• one or more processors;
• and
• memory coupled to the one or more processors, the memory storing one or more programs configured to be executed by the one or more processors, the one or more programs including instructions for:
• in response to a user query regarding a dataset that includes variability:
• obtaining a multimodal data representation of the dataset;
• displaying an interactive media playback element in a first region of a user interface of the computing device:
• in response to receiving a user input via the interactive media playback element, causing playback of the multimodal data representation on the user interface, including:
• presenting audio content describing data in the multimodal representation;
• and
• while presenting the audio content describing the data in the multimodal representation, simultaneously presenting visual content via a visualization in a second region of the user interface that is different from the first region, wherein the visual content is time-synchronized with the audio content.
• detecting a user interaction with the interactive media playback element;
• and
• in response to detecting the user interaction, modifying a playback portion of the visual content and the audio content that is time-synchronized with the visual content.

A non-transitory computer-readable storage medium storing one or more programs, the one or more programs comprising instructions, which when executed by a computing device having a display, one or more processors, and memory, cause the computing device to perform operations comprising:

• in response to a user query regarding a dataset that includes variability:
• obtaining a multimodal data representation of the dataset;
• displaying an interactive media playback element in a first region of a user interface of the computing device:
• in response to receiving a user input via the interactive media playback element, causing playback of the multimodal data representation on the user interface, including:
• presenting audio content describing data in the multimodal representation;
• and
• while presenting the audio content describing the data in the multimodal representation, simultaneously presenting visual content via a visualization in a second region of the user interface that is different from the first region, wherein the visual content is time-synchronized with the audio content.
• detecting a user interaction with the interactive media playback element;
• and
• in response to detecting the user interaction, modifying a playback portion of the visual content and the audio content that is time-synchronized with the visual content.