The authorities say the vehicle did not immediately burst into flames so people rushed to scoop up the fuel.
But the tanker than exploded, burning many of them to death.
Journalist Emeka Idika told the BBC a mass burial for those burnt beyond recognition is about to take place in Rivers state and about 35 people have been taken to hospital.