Scenario: A social media platform wants to implement a recommendation system based on users' connections and interactions. Which type of database would be most suitable for storing and querying this data, considering its highly interconnected nature?

For a recommendation system based on interconnected data, a Graph Database would be most suitable. Graph databases excel at representing and querying relationships between entities, making them ideal for scenarios where the connections between data points are crucial, such as social networks.