High manganese steels are well used for their excellence hardening properties. In this study, we investigate the mechanical and responses of a high manganese steel at a compress condition. During compression deformation, twin crystal is first generated inside some of the grain with orientation advantage and then all of grains are twinned. Selective twinning on some grains leads to the formation of textural structures. When the plastic deformation is low, twins appear independently and throughout the grain. After the true strain is more than 0.5, the twins appear as many small parallel short bars. Dislocation density does not increase significantly at the beginning of plastic deformation but increase rapidly while the flow stress no longer increases. Simultaneously, the twinning and the increased density of dislocations lead to increasing hardness, with a maximum value of 630 HV at a true strain of 0.6, during plastic deformation.