I wish to know specifically if Nigerians are eligible to get a Work visa in Nigeria if invited by an Organization in PRC.

The Z type one requires that you must be employed by a Chinese company that is allowed to recruit foreigners. Just the invitation isn't enough. Your employer will assit you to apply for the work permit and then you can apply for the Z type one from the Chinese embassy in your own country.