1.Brokerage Commission and District Analysis
Scatter Plot Analysis · 2026
A real estate brokerage analyst evaluated transaction margins by mapping deal count against median commission per transaction across São Paulo districts, using a scatter plot with thresholds set at 102 deals and R$ 17.28K median commission to categorize areas into four segments. The analyst identified "busy trap" areas like Pirituba, which generated 744 deals but only a R$ 15.84K median commission, diluting margins. Conversely, premium districts like Brooklin yielded 311 deals at a R$ 108.9K median commission, allowing the brokerage to optimize operational capacity and refine their standard deal sheet.
What it shows:
How quadrant analysis identifies high-volume, low-margin transaction traps.




