user behavior analytics

Youku Technology

Sep 8, 2022 · Product Management

Comprehensive Data‑Driven Analysis of Youku Play Conversion Rate and Optimization Strategies

This article defines Youku’s play conversion rate, explains its strategic importance, presents a multidimensional decomposition and contribution model, warns of Simpson’s paradox, outlines funnel and attribution analyses, and shows how data‑driven insights and a BI dashboard drove concrete optimization projects that measurably increased the metric.

data-driven optimizationmetric decompositionplay conversion

0 likes · 23 min read

Comprehensive Data‑Driven Analysis of Youku Play Conversion Rate and Optimization Strategies

政采云技术

Jun 28, 2022 · Frontend Development

Frontend Data Collection and Monitoring: Implementation and Evolution

This article explores frontend data collection and monitoring systems, covering why they are needed, what they can achieve, existing implementation schemes, and future evolution directions including performance data reporting and interface data monitoring.

Performance TrackingSDK implementationdata collection

0 likes · 9 min read

Frontend Data Collection and Monitoring: Implementation and Evolution

vivo Internet Technology

Apr 27, 2022 · Big Data

ClickHouse Funnel Analysis Model Practice - User Behavior Analysis Series (Part 2)

The second article in the user‑behavior series explains ClickHouse‑based funnel analysis, covering unordered and ordered models, configuration, computation, and storage phases, key ClickHouse functions such as windowFunnel and array utilities, detailed SQL examples, and optimization strategies for real‑time, low‑cost querying.

ClickHouseClickHouse functionsData Conversion

0 likes · 17 min read

ClickHouse Funnel Analysis Model Practice - User Behavior Analysis Series (Part 2)