Current research trends are moving towards acknowledging the significance and contributions of positive psychology in understanding the potential of individuals coping with problems. The shared data were used to explore the relations between self-control and hope among drug addicts in drug rehabilitation centers in Malaysia. Self-control was conceptualized by six dimensions: impulsivity, simple tasks, risk seeking, physical activities, self-centeredness, and temper. The measurement of hope included three dimensions: cognitive-temporal, affiliative-contextual, and affective-behavioral. A total of 244 clients from drug rehabilitation centers in Peninsular Malaysia were randomly selected to participate in the data collection. Significant correlations were observed between the self-control dimensions of impulsivity, simple tasks, self-centeredness and temper with hope. No significant correlation was observed between risk seeking or physical activities with hope. The data are useful in providing information towards developing treatment and rehabilitation programs for drug addicts. In general, the data showed the importance of incorporating self-control in rehabilitation modules to increase hope among drug addicts in their effort to combat drug addiction. The data can be used by researchers and practitioners to further understand the role of positive psychology variables in developing and advancing current empirical understanding and knowledge about drug addiction.