In this paper, we have investigated some of the statistical aspects in Tsume-Go based on problems taken from a major Tsume-Go database. In particular, we have focused on the distribution of moves and the frequencies of patterns. First, we present the distribution of moves related to each point on the Go board. Then, we have applied these results onto the Tsume-Go problem and examined to what extent the problem can be solved using this information. Second, we have examined the frequencies of certain patterns in the Tsume-Go database. Since each pattern also contains a recommended best move, ...