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Coding Exercise: Analyze Clickstream with RDDs

Explore how to use PySpark RDDs to analyze clickstream data from an e-commerce platform. Learn to apply key transformations such as map, filter, and reduceByKey to count page visits and create foundational ETL pipelines for big data processing.

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Scenario

You’re working as a junior data engineer at a growing e-commerce company. Every day, the platform collects millions of clickstream logs—records of users interacting with the website. For now, you’ve been given a small sample to practice with.

Dataset

Here’s a small sample ...