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AARRR Model

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DataFunTalk
DataFunTalk
Oct 5, 2020 · Big Data

Building and Managing a Metric System: Methodology, Lifecycle, and Productization at Didi

This article explains Didi's comprehensive methodology for constructing, operating, and productizing a metric system, covering metric definitions, lifecycle stages, OSM and AARRR modeling, scenario‑based design, management challenges, metadata governance, and tool support for data‑driven decision making.

AARRR ModelDidiIndicator Lifecycle
0 likes · 19 min read
Building and Managing a Metric System: Methodology, Lifecycle, and Productization at Didi
Tencent Cloud Developer
Tencent Cloud Developer
Jul 13, 2020 · Big Data

Building MVP: A Lightweight Big Data Analysis System for Product Growth

The article describes how a lightweight big‑data analysis platform called MVP was built from scratch—using a User‑Event‑Config model, HDFS + ClickHouse + Spark, and four modules for metric monitoring, root‑cause alerts, deep growth analysis, and A/B testing—enabling real‑time insights in seconds instead of days and dramatically accelerating product‑growth operations.

AARRR ModelClickHouseHDFS
0 likes · 9 min read
Building MVP: A Lightweight Big Data Analysis System for Product Growth