Anatase TiO2, whose performance depends strongly on the exposed facets, is an efficient photocatalyst in utilizing the solar energy for environmental purification.Herein, a series of TiO2 nanoparticles are synthesized with the {001} facet percentage adjusted in the range of ca. 0-100%. Comprehensive study on the crystal structure evolution mechanisms and corresponding influence on the physicochemical properties are conducted. Different from previous results, we found that directly compare the band gaps of TiO2 with different percentage of the {001} facet is infeasible, and also its corresponding influence on the photocatalytic activity. Experimental results indicate 73% is the optimized {001} facet percentage for the most efficient photocatalysis. Besides the traditional factors (eg. crystallinity, specific surface area), this structure is also very efficient in separating the photo-carriers and adsorbing surface OH groups, which is different from previous results that more surface adsorbed F ions will result in less surface OH groups. This work may provide new sights on investigating the crystal facet engineering technique for efficient photocatalysis.