Why would you take a taxi over Uber? In my experience, Uber drivers are more courteous (probably because they know they get rated at the end of the ride) and arrive faster than taxis (in San Francisco). That being said, when I was living in Shenzhen, taking a taxi was more convenient because there are just so many of them and waiting time is really short.