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            Database Type Description Advantages Disadvantages Example Systems
            Relational (SQL) Stores structured data with predefined schemas using tables Strong consistency & ACID compliance Less flexible scaling MySQL, PostgreSQL
            Key-Value Store Fast lookup via key-value pairs High-speed access, easy scaling Limited querying abilities Redis, DynamoDB
            Columnar Store Stores data in columns instead of rows Optimized for analytics & fast queries Not ideal for transactional workloads Cassandra, HBase
            Graph Database Optimized for relationships between entities Efficient for network-based queries Less suitable for tabular data Neo4J
            Document Store Stores unstructured/semi-structured JSON-like documents Flexible schema, good for hierarchical data Weaker consistency guarantees in some cases MongoDB, CouchDB