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Pipeline that detects trade misinvoicing from UN Comtrade statistics. Downloads bulk data, filters and pairs each exporter declaration with its mirror importer declaration, and computes per-pair value/quantity residuals (CIF/FOB-adjusted).
Import Export Trade Data Scraper — global UN Comtrade bilateral trade statistics by country, HS code & period. No API key, export CSV/JSON. Docs for the Apify Actor.
Python-based commodity intelligence model combining Kimberley Process production, UN Comtrade flows, producer disclosures, Monte Carlo forecasting, scenario analysis, and risk governance.
Monthly official statistics on US imports of cut lab-grown diamonds (HTS 7104.91.10.00, HS 710491), with open data, scripts, and method. By Stienhardt, New York.