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Upgrade to ProYou are a Data Scientist at Opendoor. The offers analysis team needs to evaluate how competitive each offer is relative to the listing's asking price. Your task is to merge offers with sale listings and engineer four features that quantify offer strength: the offer-to-list price ratio, the number of contingencies, the earnest money commitment percentage, and a competitiveness tier label.
You are a Data Scientist at Opendoor. The offers analysis team needs to evaluate how competitive each offer is relative to the listing's asking price. Your task is to merge offers with sale listings and engineer four features that quantify offer strength: the offer-to-list price ratio, the number of contingencies, the earnest money commitment percentage, and a competitiveness tier label.