This paper addresses the challenge Chief Data Officers face in prioritizing open data publication within Smart Cities, where budget constraints necessitate selecting data with the highest potential for social and economic impact. To resolve this, the study proposes a decision-making framework based on Open Source Software (OSS) indicators to help identify the most relevant datasets for developers and businesses.