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Add interactive plot to visualize annotations #58

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hagenw opened this issue Feb 23, 2024 · 0 comments
Open

Add interactive plot to visualize annotations #58

hagenw opened this issue Feb 23, 2024 · 0 comments

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@hagenw
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hagenw commented Feb 23, 2024

With the help of plotly in is possible to create interactive plots, that could be integrated on a datacard.

For example one could create a drop down menu for selecting a scheme of interest. The scheme will then influence how the data is presented.
An example of a drop down menu:

image

For each scheme we would then plot the annotations in a different color, for each table+column combination, in which the scheme is used. On the other side of the figure we could show a legend in which you can select/deselect certain table+columns.
An example of selecting a sub-set of lines:

image

There are of course several challenges here:

  • The annotations might be huge, and generating all the plots takes too long
  • The combination of table+columns can be very large, e.g. if you have single raters per column. Maybe add another drop down, so the user can select a table as well, after selecting a scheme.
  • We need to check if we can find the best presentation method just based on the data type of the scheme
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