The blast happened Sunday afternoon at the Huangjia Fireworks Plant in Baitutan Township, China's Xinhua news agency reported.
Two people died at the scene and nine others were transported to a local hospital for treatment, a spokesman said. One of those injured is in serious condition.
The manager of the plant was arrested on unspecified charges, Xinhua said.
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