Compile and analyze fish and invertebrate data from NOAA Northeast Fisheries Science Center bottom trawl surveys, through 2025.

Learning Analytics methods and techniques can be applied to address research questions of interest, create useful data products, and conduct reproducible research.

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This analysis was conducted to support strategic decision-making for a growing e-commerce business. Leadership requested data-driven insights to answer critical questions: Which region shows strongest performance for potential expansion? What products should we prioritize in inventory planning? How do we interpret seasonal revenue patterns? These questions require clean data and accurate analysis to make confident recommendations.