Ref. https://superuser.com/questions/519628/clear-html5-local-storage-on-a-specific-page
Chrome now provides an option to clear Local Storage of a specific site. For this, enter this in the Omnibox
chrome://settings/siteData
Now, you can type the site name, select Local storage and click on Remove to clear local storage for the site
