junevis 0.0.7

A dashboard to analyze the results of the JUNE epidemic and intervention simulator

JUNE-vis

A dashboard to visualize the JUNE simulation results for epidemic modeling and intervention

Install

pip install junevis

Serve the Example Project

This code ships with an example project (mask_wearing) for the interface. From the command line, run:

junevis_serve

Add new simulation results to JUNE-vis

The JUNE simulation logs events as they occur into hdf5 files called records. These are transformed into csv files called summaries that are automatically placed into a folder the frontend interface can serve. To create a new visualization from a simulation,

junevis_create path/to/folder/containing/records

For more details on the expected contents of this folder, see this documentation.

Walkthrough

The Explore Page

The parameter selection grid

Choose which runs to compare across a single dimension:

The parameter grid (left) is designed so you can view a single simulation by clicking on a valid combination of hyperparameter values. Alternatively, you can highlight all the values of the hyperparameters by clicking on the name of the hyperparameter to compare simulations accross all values of that dimension.

A card and SIR cruve for every simulation

Every run is associated with a set of hyperparameters. Its effect can be summarized with an SIR curve, shown as the thumbnail:

The Detailed Comparison Page

Sometimes we want to compare simulations across more subtle effects, such as the difference in where the infections occurred, shown below:

You can add any additional plot here to compare between two simulations. Included are SIR curve, ages of the infected, the locations of infection, and a detailed geography overview:

The slider will color the background of each region according to the selected dimension at that point in time.

The Geography Overview

To see the geographical effects of all simulations at once, we include a special page to sort and observe the peak value at each location for the course of a simulation:

Known Bugs

• Rendering the geojson associated with the map of England does not work
• Creating a new project using the PyPI package will overwrite existing projects. We need to move processed projects into a configuration folder in the home directory and symbolically link them to the client