China's stocks closed higher Thursday, trailing rally of the U.S. stock market overnight on improved economic data.

The benchmark Shanghai Composite Index rose 0.71 percent, or 20.16 points, to close at 2,843.61.

The Shenzhen Component Index added 0.80 percent, or 98.64 points, to end at 12,409.02.