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The problem:
Sometimes the NetlifyIdentity script did not finish loading before the below script executed.
This script is necessary on the home page since netlifyIdentity's auth process involves sending a Json Web Token to the home page for verification, at which point you are logged in, and sent back to the admin page.
The solution:
I added a react-load-script dependency and used it to call the netlifyIdentity script and created an onLoad handler where I placed the script that needs to execute.
I also added in a manual netlifyIdentity.init() call since netlifyIdentity.js only adds itself to the window, but does not initialize.