theDataEdge
Latest work, ideas, and insights from theDataStrategist. Also see our work on Medium.com.

Case Studies
How I Used n8n to Build an AI-Powered Dispatch System for a 300-Property Airbnb Management Company

Analytics Strategy
MECE: The McKinsey Principle That Should Guide Every Metrics Framework You Build

Analytics Strategy
Task Success Metrics: The Product Metrics You're Probably Not Tracking

Analytics Strategy
How to Decompose Your Revenue Into a Metrics Tree (With Examples)

Case Studies
What It Takes to Build a Data Experience 200 Million People Actually Want to See

Analytics Strategy
NPS Isn't Just a Vanity Metric — If You Use It Right

Experimentation
A Tale of Two Retentions -- Two Types of Retention That Most Startups Confuse

Analytics Strategy
DAU, WAU, MAU: The Engagement Metrics Every Consumer Startup Needs to Understand (And Use Correctly)

Analytics Strategy
What Is a "Meaningful Event" — And Why Spotify, Medium, and Shopify Each Have a Different Answer

Analytics Strategy
OKRs Done Right: A Startup-Specific Framework for Building and Using Them

Metrics
Why Your Metrics Don't Match: A Guide to Data Misalignment

Metrics
The Four First Principles of Good Metrics (Most Startups Violate at Least Two)

Analytics Strategy
The Revenue Roadmap Framework: The Map Most Startups Skip

Revenue Intelligence
The Information Lifecycle: How a User Click Becomes a Business Decision

Data Culture
Why "Being Data-Driven" Has Nothing to Do With BigQuery

Data Culture
Why More Data Won't Fix Broken Decisions

Analytics Strategy
What Executives Actually Need From Data (It's Not What You Think)

Case Studies
We Analyzed 300,000 YouTube Videos — And the Insights Alone Drove 200,000 Views and 100+ New Customers

Experimentation
How to Measure Real Impact (Not Just Winning Experiments)

Forecasting
Forecasts: What Actually Matters vs. What Doesn't

Analytics Strategy
5 Reasons Why Most Dashboards Fail (And What to Do Instead)

Analytics Strategy
So You Hired a Data Scientist. Now What? Key Players in a Data-Driven Business

Case Studies
What Are Python's Most Used Functions?

Analytics Strategy
Maximizing Business Impact: A Strategic Approach to Investing in Analytics

Case Studies
A Jupyter Notebook to Start (and Finish) Data Science Projects Faster

Analytics Strategy
Insights vs. Product vs. Engineering Data Science and How Each Provides Value to Your Business

Analytics Strategy
Data Science Interview Questions for Non-Data Interviewers

Analytics Strategy
Customer Targeting 101: Combining Generic and Personalized Content at Scale

Analytics Strategy
Building BI: A Startup's Roadmap for Onboarding Enterprise Analytics

Analytics Strategy
Bringing Kaizen to Your Business: Continuous Improvement Through Iterative Experiments

Analytics Strategy
Bridging the Gap: Techniques for Data Analysts to Influence Decision-Making

Data Culture
Book Smart vs Street Smart Data Science: 4 Ways to Make Analytics Matter

Analytics Strategy
6 Easy Steps to a Data-Driven Startup on Day 1

Analytics Strategy
3 Levels of Analytical Knowledge, and Why They're Critical in Every Organization

Analytics Strategy
3 Types of Information That Lead to Business-Changing Insights

Analytics Strategy
4 Reasons Why You're Still Waiting for Insights

Analytics Strategy
4 Statistical Processes That Every Analyst Should Know