In this post, we will delve into the data modeling module of our clickstream solution. This module is an optional component that creates data models in the Amazon Redshift data warehouse and calculates reporting dimensions based on the event, session, and user factor tables generated in the data processing module. …
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In this post, we will delve into the data processing module of our clickstream solution. This module is an optional component that normalizes raw clickstream events by cleaning, transforming, and enriching them to fit the standard clickstream data schema defined in the solution. It's designed for flexibility, …
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In this post, we will delve into the data ingestion service of our clickstream solution. This service is a vital part of the clickstream analytics system. It is designed to be reliable, resilient, high-performing, flexible, and cost-effective. It plays a key role in capturing clickstream data from various sources and …
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This post explores the web console module of the clickstream solution.
The web console allows users to create and manage projects with their data pipeline, which ingests, processes, analyzes, and visualizes clickstream data. In version 1.1, the Analytics Studio was introduced for business analysts, enabling them to …
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In the last couple of months, I led a team to build a comprehensive and open-sourced solution that helps customers analyze clickstream events on the cloud. The solution provides data autonomy, allowing users full access to raw data, near real-time ingestion, flexible configurations, and cost-effectiveness. It is a …
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