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Can I install ZeroMQ on the shared hosting platform?

No. 

ZeroMQ can't be installed on the shared platform (Web Hosting & WordPress Hosting) as it requires root access to run sudo commands and to have additional modules installed.

If you'd like to run ZeroMQ you can use an Unmanaged VPS