Summary

Normalizes listings (incl. avionics) → filterable DB + feature value modeling for pricing.

Problem Statement

Aircraft marketplaces don’t structure critical data like avionics, making it impossible to filter for specific equipment.

Details

Scrapes multiple marketplaces extracting avionics/upgrade fields, times (engine/prop), useful load, and maintenance notes. Normalizes to consistent schema enabling precise filtering and deal ranking.

Images

What We Learned

Structuring unstructured marketplace data reveals pricing patterns invisible in raw listings. Statistical models quantify value of specific upgrades.