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With a month to month lease, the landlord can give 30 day notice for you to vacate. Basically, he's saying he just doesn't want to renew the lease which doesn't require a reason. Kicked out is not the proper term. Thirty Day Notice to Vacate would be the term. The agreement is month-to-month by your own words.
If the lease does not go month-to-month automatically or is otherwise extended the landlord does not need to give notice for you to move out at the end of the lease term, even under the Just Cause ordinance. Landlords cannot terminate tenancies for reasons that are discriminatory or retaliatory.