MEMBERS AREA

Deeper tools, walkthroughs, and working examples.

This space is for people who aren’t just curious about data – they’re actively using it to run operations, improve processes, and make decisions. Here you’ll find more detailed assets and “over the shoulder” style walkthroughs.

1. Working files you can dissect, not just screenshots.

Access richer Excel, Power BI, and Python examples that mirror real-world problems: messy input files, business constraints, and the tradeoffs you actually have to make.

End-to-end examples Commented code Practical formulas & DAX

2. Step-by-step “over the shoulder” walkthroughs.

See the full thought process: how to frame the question, shape the data, choose metrics, and design the view so non-technical people actually get it.

From raw CSVs to usable models.
Choosing the right visuals for the story.
Keeping complexity under control.

3. Experiments & advanced tricks.

Ideas that might be too niche or advanced for the public side of the site: unusual metrics, clever Excel structures, Python helpers, and BI layouts that worked well in the wild.

Automation patterns Design patterns “What I’d do differently” notes

How to use this space.

Think of the Members Area as a working lab. The goal isn’t to impress you with perfect dashboards, but to give you things you can borrow, tweak, and steal for your own workflows.

Download files and plug in your own data.
Copy the parts that fit your environment.
Adapt the layouts, logic, and checks to your own needs.

Note: This prototype uses a simple session flag. In a real deployment, you’d hook this into a proper user system with real authentication and roles.