BestHub
Sign in
Tag

OSM model

1 views collected around this technical thread.

Data Thinking Notes
Data Thinking Notes
Jun 18, 2024 · Big Data

How to Build a Robust Data Metric System: From Atomic to Derived Indicators

This article explains what a metric (indicator) is, distinguishes atomic, derived and composite indicators, outlines the OSM and UJM modeling methods, describes the steps for constructing a metric system, its integration with data warehouses, and details the design and technical implementation of a metric management platform.

OSM modelUJM modelbusiness intelligence
0 likes · 13 min read
How to Build a Robust Data Metric System: From Atomic to Derived Indicators
Data Thinking Notes
Data Thinking Notes
Dec 28, 2023 · Big Data

How Xiaomi Built a Scalable Metric System: Best Practices and Methodology

This article explains Xiaomi's end‑to‑end metric system construction, covering the definition of metrics, business pain points, the OSM (Object‑Strategy‑Measure) model, MECE principle, model design guidelines, data‑warehouse implementation, metric management, and the resulting data‑driven workflow across the company.

Big DataMECE principleOSM model
0 likes · 10 min read
How Xiaomi Built a Scalable Metric System: Best Practices and Methodology
DataFunTalk
DataFunTalk
Nov 28, 2023 · Big Data

Xiaomi Metric System Construction and Management Best Practices

This article presents Xiaomi's comprehensive metric system framework, covering its definition, business pain points, the OSM and MECE methodologies, model design principles, data warehouse construction, metric management, and future outlook, illustrating how a unified data platform drives efficient business decision‑making.

MECEOSM modelXiaomi
0 likes · 10 min read
Xiaomi Metric System Construction and Management Best Practices
DataFunSummit
DataFunSummit
Sep 26, 2023 · Big Data

Understanding and Building Data Indicator Systems: JD’s Practices and Methodologies

This article explains how JD constructs and applies data indicator systems, covering the definition of metrics, the distinction between metrics and tags, the role of indicator systems in the data pipeline, traffic metric design, OSM modeling, north‑star metrics, DuPont analysis, and standardization of metric definition and development.

Big DataOSM modelbusiness analytics
0 likes · 17 min read
Understanding and Building Data Indicator Systems: JD’s Practices and Methodologies
DataFunTalk
DataFunTalk
Apr 27, 2023 · Big Data

How to Build an E‑commerce Data Metric System

This article explains the concepts of good data metrics, how to identify and select appropriate indicators, and provides a step‑by‑step methodology—including the OSM model and a practical e‑commerce case study—for building a comprehensive data metric system that drives business growth.

KPIOSM modeldata analysis
0 likes · 15 min read
How to Build an E‑commerce Data Metric System
政采云技术
政采云技术
Nov 29, 2022 · R&D Management

Designing an Indicator System for Project Management Using the OSM Model

This article explains how to build a comprehensive indicator system for project management by applying the OSM (Object‑Strategy‑Measure) model, detailing the six essential elements of each metric, domain segmentation, and continuous improvement to align technical and business goals.

OSM modelR&Dindicator design
0 likes · 16 min read
Designing an Indicator System for Project Management Using the OSM Model
DataFunSummit
DataFunSummit
Jan 22, 2022 · Fundamentals

How to Build a Data Metric System: Purpose, Methodology, and Application

With economic slowdown, the article explains why a data metric system is essential for business growth, introduces the OSM model (Object, Strategy, Measure), outlines four steps to build the system, and discusses its practical use, problem diagnosis, and implementation through Q&A.

OSM modelbusiness analyticsdata metrics
0 likes · 9 min read
How to Build a Data Metric System: Purpose, Methodology, and Application
DataFunTalk
DataFunTalk
Jan 4, 2022 · Fundamentals

How to Build a Data Metric System: Purpose, Construction Steps, and Practical Application

This article explains why a data metric system is essential for business growth, describes the OSM (Object‑Strategy‑Measure) model and four concrete steps to construct a metric system, and shows how to use it for diagnosis, factor analysis, and problem solving in real‑world scenarios.

KPIsOSM modelbusiness analytics
0 likes · 11 min read
How to Build a Data Metric System: Purpose, Construction Steps, and Practical Application
DataFunTalk
DataFunTalk
Jul 31, 2021 · Big Data

Building a Data Metric System for NetEase Media Using OSM and AARRR Models

This article explains the concept of a metric system, why it is essential for fine‑grained product operations, and demonstrates how NetEase Media built a comprehensive data metric system using the North Star metric, OSM, and AARRR models within a layered big‑data warehouse architecture.

AARRRBig DataOSM model
0 likes · 11 min read
Building a Data Metric System for NetEase Media Using OSM and AARRR Models
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 ModelDidiOSM model
0 likes · 19 min read
Building and Managing a Metric System: Methodology, Lifecycle, and Productization at Didi
Didi Tech
Didi Tech
Aug 27, 2020 · Big Data

Building and Managing an Indicator System: Methodology, Models, and Practices

The article defines an indicator system as a structured set of interrelated metrics and dimensions, explains its lifecycle and hierarchy, presents OSM and AARRR models for construction, details metadata and dimension management, addresses business‑technical challenges, outlines a roadmap for implementation, and showcases DiDi’s deployment of thousands of indicators across dozens of domains.

AARRRBig DataOSM model
0 likes · 19 min read
Building and Managing an Indicator System: Methodology, Models, and Practices