The wind energy is the most common and fastest growing source of renewable energy in the world. The study offers the statistical analysis of wind speed data in different locations in Bangladesh. The data has been shorted in the sequence of appropriate frequency as monthly, annually mean wind speed. The data has been presented and analyzed in velocity frequency bar graph, energy bar graph, velocity duration curve etc. Two important parameters Weibull shape factor “k” and Weibull scale factor “c” have been obtained from the data by Weibull’s paper method, Standard deviation method, and Energy pattern factor method. The theoretical and practical available power in the wind (w/m2) has also been obtained from the wind data.