About Aaron Pitt

Hi, I'm Aaron Pitt — a data professional and the creator of Useful Data Tips. I built this site to share the quick, practical knowledge that data professionals actually need, in a format you can read in 35 seconds or less.

Background

I work across the full data stack — from SQL and database design to Python analysis, Excel modeling, data visualization, and machine learning. Every tip on this site comes from real-world experience solving data problems.

What This Site Covers

• SQL: Query optimization, window functions, CTEs, and database design patterns
• Python: Pandas, data wrangling, automation, and scripting best practices
• Excel: Formulas, pivot tables, conditional formatting, and productivity shortcuts
• Data Analysis: Statistical methods, hypothesis testing, and analytical frameworks
• Data Visualization: Chart selection, dashboard design, and storytelling with data
• AI/ML: Machine learning concepts, model evaluation, and practical applications

The 35-Second Format

Every tip on this site is designed to deliver a clear, actionable answer in 35 seconds or less. No filler, no fluff — just the knowledge you need to move forward. For deeper dives, check out the Articles section.

The Tools Directory

Beyond tips, the site maintains a curated Tools Directory covering data visualization, data analysis, data cleaning, AI/ML, AI coding assistants, and data management tools — with community voting to surface the best options.

Get in Touch

Have a tip suggestion or feedback? You can submit a tip directly or find me on GitHub.