I obtained an enhanced understanding of the vitality of transparent data and informed decision-making within a broader scope. In a society increasingly reliant on information and data, observing and comprehending the severity of aging infrastructure intertwined with the evident lack of adequate and up-to-date data underscored the fundamental necessity of data transparency and continuous data analysis. This highlighted the broader implications of data accessibility and accuracy in informing public discourse and decision-making processes.

An intriguing aspect of the research was the diverse range of opinions revealed during user interviews and data collection, offering a window into resident attitudes towards data transparency and its implications for aging water infrastructure awareness. It was notable that concerns extended beyond the anticipated focus on health and safety. A substantial number of residents was worried about the potential negative impact of transparency in data on property values. This highlighted the intricate interplay between information disclosure and economic repercussions for individuals. Consequently, I was able to observe the critical importance of prioritizing user-centric research, thoroughly investigating the complexities of user needs and desires. Looking forward, expanding the scope of resident interviews would be a priority to capture a more comprehensive and contextual understanding of the varied perspectives.