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analytics Articles

Data strategy insights, analytics best practices, and lessons from real projects.

Mean vs Median: When the Choice Changes the Business Decision
Data Engineering
Mean vs Median: When the Choice Changes the Business Decision

Two analysts can look at the same dataset and report numbers that are 2x apart, both correct. The arithmetic mean…

Marketing Attribution That Your Board Will Actually Trust: A Practical Guide
Marketing Analytics
Marketing Attribution That Your Board Will Actually Trust: A Practical Guide

Key Takeaway Your board doesn’t trust your attribution numbers because they shouldn’t — most marketing attribution is a fiction built…

Product Analytics for SaaS: The Metrics Your Board Actually Cares About
Data Analytics
Product Analytics for SaaS: The Metrics Your Board Actually Cares About

TL;DR Your board doesn’t care about DAU. They care about whether product usage predicts revenue retention and expansion. This post…

E-Commerce Analytics: Beyond Revenue Per Session
Data Analytics
E-Commerce Analytics: Beyond Revenue Per Session

Revenue per session. Conversion rate. Average order value. If these three metrics define your e-commerce analytics, you’re optimizing a fraction…

Data Strategy for SaaS Companies: The Metrics That Actually Matter
Data Strategy
Data Strategy for SaaS Companies: The Metrics That Actually Matter

Most SaaS companies track too many metrics and understand too few. They have dashboards showing 40 KPIs, weekly reports running…

Metabase vs Looker vs Tableau: How to Choose Your BI Tool in 2026
Data Visualization
Metabase vs Looker vs Tableau: How to Choose Your BI Tool in 2026

The tool you pick matters far less than the data model underneath it. I’ve implemented all three — Metabase, Looker,…

Your Analyst Is Drowning (And It’s Not Their Fault)
Data Strategy
Your Analyst Is Drowning (And It’s Not Their Fault)

The best data analyst I’ve ever worked with quit her job last month. Not because she was bad at it.…

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