retention analysis

vivo Internet Technology

Apr 17, 2024 · Big Data

Retention Analysis Model Practice Based on ClickHouse

The article explains retention analysis models, their importance for user loyalty, outlines offline Hive architecture, then shows how ClickHouse’s retention() function and columnar storage dramatically speed up multi‑day retention calculations, providing SQL examples and practical guidance for product analytics.

ClickHouseHiveSQL Optimization

0 likes · 17 min read

Retention Analysis Model Practice Based on ClickHouse

Alimama Tech

Nov 24, 2021 · Big Data

Consumer Behavior Analysis Models: Path, Funnel, Retention, and Lifetime Value

The article explains how brands can leverage comprehensive consumer‑behavior analysis—using path, funnel, retention, and lifetime‑value models—to integrate multi‑channel data, visualize user journeys, identify conversion bottlenecks, track ongoing engagement, and quantify revenue impact, enabling data‑driven product and marketing optimization.

consumer behaviordata analysisfunnel model

0 likes · 14 min read

Consumer Behavior Analysis Models: Path, Funnel, Retention, and Lifetime Value