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The Guide to Product Metrics

https://mixpanel.com/content/guide-to-product-metrics/full-report/

Metric Hierarchy

This is How Amazon Measures Itself

https://www.holistics.io/blog/how-amazon-measures/

Metric Owner

Diligence at Social Capital Part 1: Accounting for User Growth

https://medium.com/swlh/diligence-at-social-capital-part-1-accounting-for-user-growth-4a8a449fddfc

Growth Accounting

퍼널은 왜 이탈률이 가장 큰 곳부터 개선해야 할까?

https://www.beusable.net/blog/?p=3577

Funnel Analysis

유저 행동 데이터에서 숨겨진 패턴 찾기: Association Rule Learning

https://medium.com/bondata/association-rule-learning-eec2435ad975

상관분석

Innovating Faster on Personalization Algorithms at Netflix Using Interleaving

https://netflixtechblog.com/interleaving-in-online-experiments-at-netflix-a04ee392ec55

A/B test

A/B 테스트 결과 해석에서 자주 발생하는 12가지 함정들

https://medium.com/bondata/a-b-%ED%85%8C%EC%8A%A4%ED%8A%B8-%EA%B2%B0%EA%B3%BC-%ED%95%B4%EC%84%9D%EC%97%90%EC%84%9C-%EC%9E%90%EC%A3%BC-%EB%B0%9C%EC%83%9D%ED%95%98%EB%8A%94-12%EA%B0%80%EC%A7%80-%ED%95%A8%EC%A0%95%EB%93%A4-2fe273b76a2d

A/B test

인과관계

Quasi-experiments: 인과 관계를 추정하는 방법

https://medium.com/bondata/quasi-experiments-%EC%9D%B8%EA%B3%BC-%EA%B4%80%EA%B3%84-%EC%9D%B4%EB%B2%A4%ED%8A%B8%EC%9D%98-%ED%9A%A8%EA%B3%BC-%EB%A5%BC-%EC%B8%A1%EC%A0%95%ED%95%98%EB%8A%94-%EB%B0%A9%EB%B2%95-da34ceefc34f

A/B test

인과관계

스타트업을 위한 '실험'과 '가설' 개념 설명

https://www.minwookim.kr/experiment-hypothesis-for-startups/

실험

가설

[데이터야놀자 2021] 밑바닥부터 시작하는 프로덕트 데이터 분석

https://www.slideshare.net/choibokyung/2021-250566089

Data-driven

데이터 기반 프로덕트 개발이란? (슬라이드 51장)

https://www.minwookim.kr/data-informed-product-building/

Data-driven

DAU/MAU is an important metric to measure engagement, but here’s where it fails

https://andrewchen.com/dau-mau-is-an-important-metric-but-heres-where-it-fails/

Metric

PM이 알아야 할 B2B SaaS 비즈니스 지표

https://brunch.co.kr/@fromjayden/14

Metric

Saas

SaaS 핵심관리지표 (KPI)를 이용한 스토리텔링 접근법

https://kimchihill.com/2021/09/09/storytelling-framework-for-saas-metrics-2/

Metric

Saas

Understanding and Evaluating User Satisfaction with Music Discovery

https://research.atspotify.com/understanding-and-evaluating-user-satisfaction-with-music-discovery/

Metric

추천시스템

추천화 시스템 04. 추천 시스템의 평가 지표

https://velog.io/@redgem92/%EC%B6%94%EC%B2%9C%ED%99%94-%EC%8B%9C%EC%8A%A4%ED%85%9C-04.-%EC%B6%94%EC%B2%9C-%EC%8B%9C%EC%8A%A4%ED%85%9C%EC%9D%98-%ED%8F%89%EA%B0%80-%EC%A7%80%ED%91%9C

Metric

추천시스템

의심 많은 데이터 분석가가 지표를 볼 때 하는 생각들

https://www.minwookim.kr/metrics-skeptical-data-analyst/

Metric

그로스(Growth)란? / 그로스 팀의 역할 / 그로스 PM의 역할

https://www.minwookim.kr/growth-what-is-it/

Growth

Mobile Growth Stack

https://w1634384215-lfu172520.slack.com/archives/C02K2KQBU02/p1636856854130000

Growth

http://www.paulgraham.com/growth.html

Growth

About the North Star Framework

https://amplitude.com/north-star/about-the-north-star-framework

Input

Output

Metric

Don't Let Your North Star Metric Deceive You — Reforge

https://www.reforge.com/blog/north-star-metric-growth

Input

Output

Metric

Interpret Results in Signal

https://help.mixpanel.com/hc/en-us/articles/115004580826-Interpret-Results-in-Signal

Input

Output

Metric

Interpret your Compass chart

https://help.amplitude.com/hc/en-us/articles/360054192152-Interpret-your-Compass-chart

Input

Output

Metric

Introducing Signal

https://mixpanel.com/blog/mixpanel-signal-launch/

Input

Output

Metric

Lifecycle analysis and tracking movement of users between cohorts

https://community.mixpanel.com/knowledge-drops-35/lifecycle-analysis-and-tracking-movement-of-users-between-cohorts-3805

Input

Output

Metric

Why Churn Analysis is the Key to Improving Customer Retention

https://amplitude.com/blog/why-churn-analysis-is-the-key-to-improving-customer-retention

Input

Output

Metric

Your Critical Event & Product Usage Interval

https://amplitude.com/mastering-retention/critical-event-product-usage-interval

Input

Output

Metric

Feature adoption 101: What it is, how to measure it, and 4 ways to improve it

https://www.pendo.io/pendo-blog/feature-adoption-101-promotion-measurement-acceleration/

Feature Release

Feature/Product Fit

https://caseyaccidental.com/feature-product-fit/

Feature Release

My Journey to Find the North Star

https://medium.com/@tylerjoyce/my-journey-to-find-the-north-star-11f0f4748a3c

Opportunity Solution Tree

Opportunity Solution Trees: Visualize Your Thinking

https://www.producttalk.org/opportunity-solution-tree/

Opportunity Solution Tree

주니어 PO의 고민 “다음 전략은 어떻게 세우나요?”

https://yozm.wishket.com/magazine/detail/1121/

Opportunity Solution Tree

Mixed Methods Development of Evaluation Metrics

https://github.com/kdd2021-mixedmethods/kdd2021-mixedmethods.github.io/blob/main/slides/KDD%202021_%20Mixed%20Methods%20Development%20of%20Evaluation%20Metrics.pdf?fbclid=IwAR03bjmBzbsB8iQaInQp2kIQvqkyaLTLOSKW-cv7kZI19Re2dRl_VCT0O78

지표개발

Hackle Onboarding Letter

https://medium.com/hackle/hackle-onboarding-letter-e6b2d2de6e2

Customer Job

문서작성

Customer Job

더이상 배달앱이라 부르지 마라, 배달의 민족 홈 개편

https://brunch.co.kr/@sasap12/65

토스 데이터의 흐름과 활용

https://toss.im/slash-21/sessions/2-1