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Kerstin J. Schaefer

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Open access Sep 2026

A reproducible web-scraping pipeline for collecting geolocated German online job advertisements at scale

Online job advertisements (OJAs) provide near-real-time data on labour market skill demand including location information but are predominantly accessed through costly commercial providers whose collection and processing methods are not publicly documented. We present a fully reproducible, open-source web-scraping pipe...

Kapa, Kerstin J. Schaefer · 0 citations

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