The piece in question is Cap Rate Calculator, published as a Kaggle notebook. The venue is unusual for commercial real estate content, and anyone arriving expecting Python will not find any. What is there is a long-form underwriting explainer: the formula and its rearrangements, a step-by-step NOI build, two worked examples, benchmark tables by asset class, a list of common calculation errors, and a section on when the metric should not be used at all.

Commercial real estate negotiations separate successful investors from everyone else. One overlooked clause can cost millions. One smart concession can

I’ve been working in office design for twenty-three years now. Started right out of college, actually, when everyone was obsessed

Look, I’ll be straight with you – the old way of doing commercial real estate is dead. I found this

I’m so tired of hearing about the “retail apocalypse.” Every business publication, every LinkedIn post, every conference I go to

Look, if you’ve ever signed a retail lease, you’ve probably glossed over the co-tenancy clause buried somewhere in the middle

Look, I’m going to tell you something that might piss off some brokers – most commercial real estate portfolios are