Interactive visualizations

In order to better visualize feature contributions, we created two interactive visualizations using Plotly. These should be mostly self-explanatory but here are some tips to get the most out of them:

• Use the dropdown menu to view predictions/feature contributions from different test storms*

• Use the legend to select/de-select features. Double click the legend to select all.

• Click and drag to select specific sections of the plots to zoom into.

• Hover over plots to get more specific information (e.g. date, SYM-H value, contributions, etc)

• Since features are on different scales, the last plot is only useful when isolating one feature at a time.

• Download a static version of current plot by clicking the camera icon on the top right

1 hr. ahead prediction with past SYM-H as input

1 hr. ahead prediction without past SYM-H as input

_{* Only a subset of test storms are shown here due to Github’s file size restrictions}