List: Metrics | Curated by Leihua Ye, PhD

Mar 4, 2025
29 stories
8 saves
Metrics
In
Pinterest Engineering Blog
by
Pinterest Engineering
The Quest to Understand Metric MovementsCharles Wu, Software Engineer | Isabel Tallam, Software Engineer | Franklin Shiao, Software Engineer | Kapil Bajaj, Engineering Manager
Feb 11
1
Feb 11
1
Analytics at Meta
Innovation Demands Compute: How Meta is Enabling ML Productivity and Efficiency at ScaleAuthor: Haerang Lee
Oct 31, 2024
Oct 31, 2024
In
tech-at-instacart
by
Levi Boxell
Using Surrogate Indices to Estimate Long-Run Heterogeneous Treatment Effects of Membership…Authors: Levi Boxell, Changyao Chen, Rustin Partow, Mack Sweeney
Aug 26, 2024
3
Aug 26, 2024
3
In
Netflix TechBlog
by
Netflix Technology Blog
Improve Your Next Experiment by Learning Better Proxy Metrics From Past ExperimentsBy Aurélien Bibaut, Winston Chou, Simon Ejdemyr, and Nathan Kallus
Aug 26, 2024
4
Aug 26, 2024
4
In
TDS Archive
by
Michael Berk
How to Reduce A\B Testing Duration using Surrogate MetricsA method developed by LinkedIn to approximate long-term metrics
Jul 20, 2021
2
Jul 20, 2021
2
Analytics at Meta
Don’t be seduced by the allure: A guide for how (not) to use proxy metrics in experimentsThe problem of unscalable ground truth measurement
Oct 11, 2022
Oct 11, 2022
In
The Airbnb Tech Blog
by
Xiaobin Zheng
Metis: Building Airbnb’s Next Generation Data Management PlatformHow Airbnb evolved our data catalog into a platform for managing and governing our data warehouse at scale.
Jun 8, 2023
1
Jun 8, 2023
1
In
TDS Archive
by
Eryk Lewinson
Metrics Layer: A Single Source of Truth for All KPI DefinitionsLearn why implementing a metrics layer will make gathering data-driven insights much more robust in your organization!
Aug 8, 2023
1
Aug 8, 2023
1
In
Towards AI
by
Lisa Cohen
Defining Your Product’s North Star Metrics and Leading IndicatorsOne key role that data science teams play is defining metrics and setting targets for the product and company. Having a clear set of…
May 25, 2023
1
May 25, 2023
1
In
The Airbnb Tech Blog
by
Joshua Nelson
Measuring Web Performance at AirbnbLearn what web performance metrics Airbnb tracks, how we measure them, and how we consider tradeoffs between them in practice.
Dec 6, 2021
3
Dec 6, 2021
3
In
Gousto Engineering & Data
by
Julian Aylward
A Framework for Metric Selection in Experimentation — The Goldilocks ZoneNot too big, not too small, but just right. What do Goldilocks and experimentation metrics have in common?
Aug 25, 2022
Aug 25, 2022
In
Kyligence
by
Joanna He
Understanding the Metrics StoreLearn why and how enterprises adopt metrics store
Feb 9, 2022
Feb 9, 2022
In
Statsig
by
Craig
Picking Metrics 101Today we’re going to walk through some thoughts on how to approach picking metrics for an experiment. This isn’t exhaustive, but it should…
Jun 3, 2022
Jun 3, 2022
In
The Airbnb Tech Blog
by
Jonathan Parks
Scaling Airbnb’s Experimentation PlatformAt Airbnb, we are constantly iterating on the user experience and product features. This can include changes to the look and feel of the…
May 10, 2017
3
May 10, 2017
3
The best posts on Business Metrics
In
The Airbnb Tech Blog
by
Andrew Scheuermann
Creating Airbnb’s Page Performance ScoreLearn how Airbnb built the Page Performance Score, a 0–100 score that measures multiple performance metrics from real users on any…
Nov 18, 2021
3
Nov 18, 2021
3
Sean J. Taylor
Designing and evaluating metricsThe five properties of metrics to consider while developing a measurement strategy.
May 24, 2020
4
May 24, 2020
4
In
Sequoia Capital Publication
by
Sequoia
Measuring Product HealthMetrics to diagnose and analyze product health.
Jun 5, 2018
8
Jun 5, 2018
8
In
Netflix TechBlog
by
Netflix Technology Blog
What is an A/B Test?This is the second post in a multi-part series on how Netflix uses A/B tests to inform decisions and continuously innovate on our products.
Sep 22, 2021
17
Sep 22, 2021
17
In
Booking Product
by
Christophe Perrin
Why we use experimentation quality as the main KPI for our experimentation platformWritten by Christophe Perrin, Melanie Mueller, and Lukas Vermeer.
May 12, 2021
May 12, 2021
In
The Airbnb Tech Blog
by
Robert Chang
How Airbnb Achieved Metric Consistency at ScalePart-I: Introducing Minerva — Airbnb’s Metric Platform
Apr 30, 2021
10
Apr 30, 2021
10