Mystery of man and woman shot dead at point blank range in Paris bar Both were hit by one bullet outside the Cafe Chineur bar in Paris The gunman then fled the scene on foot on Sunday night The man died at the scene and the woman died on the way to hospital Police have no motive for the crime which they describe as 'mysterious' A man and a woman were shot dead at a Paris bar on Sunday evening by a gunman who then fled on foot, it emerged this morning. Police have described the crime as 'mysterious' and admitted they do not yet any motive for the murders. The two were shot at point-blank range with one bullet each as they were in the outside terrace of the Cafe Chineur bar in a residential part of the French capital's southern 14th arrondissement, or district. 'Mysterious' shooting: A man and woman have been shot dead at blank point range outside Cage Chineur, pictured, in Paris's 14th residential district They tried to take refuge inside the bar but the man died at the scene and the woman died as she was being taken to hospital, said police investigator Jean-Jacques Herlem. Herlem called the shooting 'mysterious' and said police did not yet know the motive. All hypotheses are obviously open. The investigation has just started,' said a source close to the probe. The identities of the victims were not immediately given. The police crimes squad is handling the investigation. There was a heavy police presence at the bar where the shooting took place. 'I saw a trail of blood that went from the entrance to the inside' of the cafe, said a local resident who only gave his name as Damien. Shocked: Candidate for Paris mayor Nathalie Kosciusko-Morizet lives near the scene and described her shock at the horrific crime A leading candidate for Paris mayor who lives nearby, Nathalie Kosciusko-Morizet, went to the scene after learning of the shooting from friends. My children go to two schools in the neighbourhood. I'm shocked,' said Kosciusko-Morizet, who is running on the ticket of the UMP party in polls set for March. 'It's impossible not to make the connection with the growing concerns over security issues, even if we don't know anything at this stage,' she told AFP. France occasionally sees deadly score-settling by armed criminals in bars, most often in southern cities such as Marseille, but sometimes also in Paris, though in places well away from the heavily policed centre favoured by tourists. Deadly disputes sometimes also erupt between couples, though not often involving firearms.