Man, I stumbled into this graph thing totally by accident yesterday. Was digging through some old GitHub repos trying to find a way to visualize voting patterns for my neighborhood project. Kept seeing folks mention “graph x 5 2” in forum threads – sounded like rocket science at first glance.

My First Clumsy Attempt
Grabbed a blank sheet of paper and started doodling nodes like it was some kind of constellation. Drew circles for people in my bowling league – Tim, Susan, Dave. Made arrows showing who beats who regularly. Then I naively multiplied all the connection counts by five? Like if Tim beat Dave twice, I wrote 10 instead. Added a plus two to every node? No clue why. Total nonsense spaghetti drawing.
The Actual Simple Breakdown
Took three coffee refills to finally get it. The “x5” ain’t multiplication – it’s just five types of graph stuff in one bundle:
- Drawing circles (nodes)
- Connecting arrows (edges)
- Labeling everything
- Tracking changes
- Making it visual
And the “2” stands for just two principles that hold it together:
First, every connection shows real relationships. Second, the whole graph must breathe like a living map when data shifts. That’s it! Felt stupid for overcomplicting earlier.
Testing With Pizza Data
Applied it to our Friday pizza orders diagram. Drew circles for coworkers:

- Blue for veggie lovers
- Red for meat fanatics
- Yellow for pineapple criminals
Added arrows showing who usually shares slices. When Mike switched from veggie to pineapple? The graph instantly showed his new connections to pineapple crew while keeping old links faded. The breathing map thing actually works!
Still don’t know why it’s called that fancy name though – looks more like “people snack graph” in practice. But hey, it finally clicks!