Koalas is a project that implements the pandas DataFrame API on top of Apache Spark, enabling data scientists to work with big data using familiar pandas syntax. It allows users to be immediately productive with Spark without a learning curve and maintain a single codebase that works with both pandas and Spark distributed datasets.
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