Blog

Methodology notes and market insights. One data-driven read at a time.

How I score distress signals across 15 NYC public datasets

The methodology behind the off-market screen: which public records actually predict a seller before the listing appears, and how the signals are weighted.

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What CoStar can't tell you about a hotel's demand

Why the demand story that anchored a recent hotel OM had to be built from alternative data — and the general rule for when subscription data stops being enough.

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