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data tracking

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DaTaobao Tech
DaTaobao Tech
Jul 17, 2024 · Frontend Development

Page Data Tracking and SPM for Front-End Development

Front‑end developers must embed unique page identifiers in URLs, capture incoming source parameters, and propagate them through outbound links so that traffic, source, interaction and conversion metrics can be automatically recorded by the SDK, enabling data‑driven product optimization and business insight.

SPManalyticsdata tracking
0 likes · 17 min read
Page Data Tracking and SPM for Front-End Development
DataFunTalk
DataFunTalk
Jul 15, 2024 · Big Data

Douyin Group E‑commerce Data Tracking Evolution, Solutions, and Attribution Practices

This article examines Douyin Group's e‑commerce data‑tracking journey, detailing the progression from early log collection to Log 3.0, the challenges posed by rapidly evolving user flows, and the comprehensive solution framework—including BTM/BCM management, SDK capabilities, and an attribution platform—that improves data quality, development efficiency, and attribution accuracy.

AttributionBig DataData Engineering
0 likes · 20 min read
Douyin Group E‑commerce Data Tracking Evolution, Solutions, and Attribution Practices
HomeTech
HomeTech
Jan 3, 2024 · Backend Development

Design and Implementation of a Generic Data‑Change Tracking and Dynamic Display System

This article presents a comprehensive solution for decoupled operation‑log recording in multi‑project backend systems, detailing the design goals, technology choices such as AOP, annotations, SpringEL and MongoDB, the system architecture, implementation steps, a practical case study, and future enhancements.

AOPAnnotationBackend
0 likes · 11 min read
Design and Implementation of a Generic Data‑Change Tracking and Dynamic Display System
DataFunTalk
DataFunTalk
Dec 20, 2022 · Big Data

ByteDance's Practices for Tracking Data Governance and Pipeline Management

This article explains ByteDance's end‑to‑end tracking data lifecycle management, including pre‑report validation, the rationale for using BMQ over Kafka, quality governance examples, and how Flink‑based pipelines ensure data accuracy through SLA monitoring and checkpoint strategies.

Big DataFlinkMQ
0 likes · 5 min read
ByteDance's Practices for Tracking Data Governance and Pipeline Management
DataFunTalk
DataFunTalk
Nov 11, 2022 · Product Management

Data Tracking (埋点) Application Scenarios, Workflow, and the Seven‑Word Guideline

This article explains the concept of data tracking (埋点), outlines its key application scenarios such as exposure, click, and page‑event tracking, describes the end‑to‑end workflow from requirement gathering to deployment and post‑analysis, and summarizes the practical “seven‑word” checklist for successful implementation.

data collectiondata trackingproduct analytics
0 likes · 12 min read
Data Tracking (埋点) Application Scenarios, Workflow, and the Seven‑Word Guideline
Dada Group Technology
Dada Group Technology
Sep 30, 2022 · Product Management

Best Practices for Data Tracking Governance at JD Daojia: Process, Standards, and Quality Improvements

This article outlines JD Daojia's comprehensive approach to data tracking (埋点) governance, covering the definition, motivations, unified processes, detailed standards, quality controls, platform optimizations, measurable benefits, and future directions to ensure high‑quality, reliable analytics across multiple client platforms.

Process Standardizationdata trackinggovernance
0 likes · 13 min read
Best Practices for Data Tracking Governance at JD Daojia: Process, Standards, and Quality Improvements
ByteDance Data Platform
ByteDance Data Platform
Sep 14, 2022 · Fundamentals

Mastering Enterprise Data Tracking: A Step‑by‑Step Design Blueprint

This guide details how to plan, design, and manage enterprise‑level data tracking projects, covering role responsibilities, initial and iterative construction phases, event and attribute specifications, best‑practice tips, and common pitfalls to ensure accurate, maintainable analytics.

Big Dataanalyticsdata tracking
0 likes · 16 min read
Mastering Enterprise Data Tracking: A Step‑by‑Step Design Blueprint
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Jul 11, 2022 · Big Data

Comprehensive Overview of Tracking System, Data Warehouse Construction, and Attribution in an E‑commerce Platform

The article presents a comprehensive end‑to‑end traffic data architecture for an e‑commerce platform, detailing hybrid frontend/backend tracking with SPM/SCM/action standards, data‑warehouse construction of fact and dimension tables, UUID i_code unification, real‑time attribution methods, and future automation of warehouse and model layers.

Big DataData Warehouseanalytics
0 likes · 13 min read
Comprehensive Overview of Tracking System, Data Warehouse Construction, and Attribution in an E‑commerce Platform
Xianyu Technology
Xianyu Technology
Nov 9, 2021 · Mobile Development

Deep Linking (App Wake-up) Techniques and Data Tracking in Xianyu

Xianyu’s deep‑linking system uses custom URL schemes and iOS universal links to wake up the app, detects success, falls back to store or APK downloads, restores original parameters after install, auto‑fills tracking fields via an SDK, reports funnel metrics, and provides a reusable module for all external traffic scenarios.

URL schemeapp wake-updata tracking
0 likes · 10 min read
Deep Linking (App Wake-up) Techniques and Data Tracking in Xianyu
Youzan Coder
Youzan Coder
Jul 6, 2021 · Big Data

Overview of Youzan DSP Advertising Platform and Its Testing Challenges

The article outlines Youzan’s Demand‑Side Platform, detailing its ad channels, placement and bidding strategies, data tracking and order attribution mechanisms, and multi‑channel feedback, while highlighting testing difficulties such as Kafka‑driven tracking, link parameter loss, UUID inconsistencies, and the need for robust third‑party API monitoring.

Bidding StrategyDSPTesting
0 likes · 8 min read
Overview of Youzan DSP Advertising Platform and Its Testing Challenges
Dada Group Technology
Dada Group Technology
Aug 4, 2020 · Big Data

Design and Implementation of the Tianhe Data Tracking Management Platform at Dada Group

The article describes how Dada Group created the Tianhe platform to centralize, standardize, and automate massive data‑tracking (埋点) requirements across multiple product lines, detailing its goals, architecture, core functions, current status, and future development directions.

Big Datadata qualitydata tracking
0 likes · 10 min read
Design and Implementation of the Tianhe Data Tracking Management Platform at Dada Group
58 Tech
58 Tech
Jun 24, 2020 · Frontend Development

Unified Multi‑Platform Data Tracking Integration Solution for Frontend Development

This article presents a comprehensive front‑end solution that unifies multi‑type, multi‑platform data‑tracking (埋点) integration by standardizing configuration, decoupling tracking logic, providing a dynamic plugin architecture, and offering automated testing tools to reduce development and maintenance costs.

Plugin ArchitectureSDK integrationTesting Automation
0 likes · 11 min read
Unified Multi‑Platform Data Tracking Integration Solution for Frontend Development
政采云技术
政采云技术
Feb 2, 2020 · Frontend Development

Data Tracking and Analysis System (Part 1): Architecture, Data Collection, and Visualization

This article introduces the design and implementation of a web data‑tracking and analysis platform, covering its four‑module architecture, code‑based and visual tracking methods, collected event and user fields, visualization dashboards, and a practical e‑commerce search‑flow case study.

JSSDKVisualizationanalytics
0 likes · 15 min read
Data Tracking and Analysis System (Part 1): Architecture, Data Collection, and Visualization
Qunar Tech Salon
Qunar Tech Salon
Feb 22, 2017 · Big Data

Understanding Ctrip Flight Ticket Tracking System (UBT) and Its Key Metrics

This article explains Ctrip's flight ticket tracking framework (UBT), detailing client‑side and server‑side event collection methods, the purpose and trade‑offs of each tracking type, metric definitions, data association challenges, common pitfalls, and best practices for reliable data‑driven analysis.

Big DataCtripMetrics
0 likes · 20 min read
Understanding Ctrip Flight Ticket Tracking System (UBT) and Its Key Metrics