This research investigates how members of the geoscience community in Portugal perceive and engage in science communication, identifying distinct patterns and practitioner profiles. Statistical analysis and a clustering algorithm were used to identify communication patterns based on practitioners' communication goals, target audiences, training, and self-efficacy. The results align with expected patterns but provide new empirical evidence of the relationship between communication goals and audience targeting, offering specific data for the geoscience community.