Alternative data datasets
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german-job-postings is a publicly hosted corpus of roughly 70,584 normalized German-language vacancies drawn from the Bundesagentur für Arbeit Jobbörse API, each row tagged with the KldB-2010 occupation code and machine-assigned ESCO occupation and skill labels. The dataset is distributed under CC-BY-4.0 and is intended as an open alternative to the predominantly English/US job-posting resources available to machine-learning practitioners.
Extensive points-of-interest records spanning 19 industry sectors throughout Germany.
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OpenStreetMap-derived location dataset for Germany.
Construction permits value from 2020 to 2023
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Table Structure Recognition Dataset of Steel-Ordering Lists created in Germany
Daily anonymized and combined movement metrics mapped to 100-meter square tiles covering the United States, United Kingdom, and Germany.