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NoSQL databases are designed to handle large volumes of unstructured or semi-structured data, offering flexibility and scalability beyond traditional relational databases. They are broadly categorized into column-based, document-based, and graph-based databases, each optimized for specific data models and use cases. Column-based NoSQL databases store data in columns rather than rows, allowing efficient reading and writing of large datasets. Each column family contains rows with a unique key, and each row can have a different number of columns. This design is particularly suited for analytical workloads and scenarios requiring fast aggregation over large datasets. Apache Cassandra is a popular example of a column-based database. It is widely used in real-time analytics platforms, where large-scale data ingestion and ______ _____ _______ ____ __________ ___ _______ __________ ____.
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