{"article":{"annotation":{"article_id":"scotland-tests-bank-data-labour-market-indicator","available_at":"2026-10-15T16:15:47.509479Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"b641257098593757523763a9d8ca081ce7d63c7d66131407947285d80fbbb67f","input_sha256":"e5c8e16a372b22ee9492d8c0d56cecf96b1d3d96c52d2a5c6cc953dfab0a0020","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. 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O conjunto abrangia as 32 autoridades locais e representava aproximadamente 13,3% da população adulta escocesa.","A Smart Data Foundry combinou regras definidas por especialistas com agrupamento não supervisionado de 26 características derivadas de transações. A situação laboral foi inferida, não observada diretamente, gerando classificações aproximadas de emprego, desemprego e inatividade econômica. O governo afirmou que o método precisa de mais desenvolvimento e validação antes que os resultados possam ser usados como estatísticas oficiais. Não é uma amostra aleatória da população; a classificação de desempregados ou dependentes de benefícios também difere da definição de desemprego da Organização Internacional do Trabalho."],"sections":[]},"corrections":[],"country":"GB","data":{"blocks":[{"description":{"ar":"دُرست بيانات نحو 575 ألف عميل لدى NatWest ضمن إثبات مفهوم لمؤشرات سوق العمل.","de":"Daten von rund 575.000 NatWest-Kunden wurden in einem Machbarkeitsnachweis für Arbeitsmarktindikatoren untersucht.","en":"Data from about 575,000 NatWest customers was examined in a proof of concept for labour-market indicators.","es":"Se estudiaron datos de unos 575.000 clientes de NatWest en una prueba de concepto de indicadores laborales.","fr":"Les données d’environ 575 000 clients de NatWest ont été étudiées dans une preuve de concept pour des indicateurs du marché du travail.","pt":"Dados de cerca de 575 mil clientes do NatWest foram analisados em uma prova de conceito de indicadores laborais.","tr":"NatWest kaynaklı yaklaşık 575.000 müşteri verisi, işgücü göstergeleri için bir kavram kanıtı çalışmasında incelendi."},"id":"reported-event","items":[{"date":"2026-10-15","description":{"ar":"دُرست بيانات نحو 575 ألف عميل لدى NatWest ضمن إثبات مفهوم لمؤشرات سوق العمل.","de":"Daten von rund 575.000 NatWest-Kunden wurden in einem Machbarkeitsnachweis für Arbeitsmarktindikatoren untersucht.","en":"Data from about 575,000 NatWest customers was examined in a proof of concept for labour-market indicators.","es":"Se estudiaron datos de unos 575.000 clientes de NatWest en una prueba de concepto de indicadores laborales.","fr":"Les données d’environ 575 000 clients de NatWest ont été étudiées dans une preuve de concept pour des indicateurs du marché du travail.","pt":"Dados de cerca de 575 mil clientes do NatWest foram analisados em uma prova de conceito de indicadores laborais.","tr":"NatWest kaynaklı yaklaşık 575.000 müşteri verisi, işgücü göstergeleri için bir kavram kanıtı çalışmasında incelendi."},"label":{"ar":"اسكتلندا تختبر البيانات المصرفية كمؤشر لسوق العمل","de":"Schottland prüft Bankdaten als Arbeitsmarktindikator","en":"Scotland tests bank data as a labour-market indicator","es":"Escocia prueba datos bancarios como indicador del mercado laboral","fr":"L’Écosse teste les données bancaires comme indicateur du marché du travail","pt":"Escócia testa dados bancários como indicador do mercado de trabalho","tr":"İskoçya, banka verilerini işgücü piyasası ölçümünde değerlendiriyor"},"status":"occurred"}],"methodology":{"ar":"لا يقيس المؤشر التوظيف مباشرة؛ بل هو تصنيف بديل مستنتج من معاملات العملاء ويحتاج إلى تحقق إضافي.","de":"Die Messung beobachtet Beschäftigung nicht direkt; sie ist eine aus Transaktionen abgeleitete Näherungsklassifikation, die weiterer Validierung bedarf.","en":"The measure does not directly observe employment; it is a proxy classification inferred from customer transaction data and requires further validation.","es":"La medida no observa directamente el empleo; es una clasificación indirecta inferida de transacciones y requiere más validación.","fr":"La mesure n’observe pas directement l’emploi ; c’est une classification indirecte déduite des transactions, qui nécessite une validation supplémentaire.","pt":"A medida não observa diretamente o emprego; é uma classificação aproximada inferida de transações e requer validação adicional.","tr":"Gösterge, istihdamı doğrudan ölçmez; müşteri işlem verisinden çıkarılan ve ek doğrulama gerektiren vekil sınıflandırmadır."},"sourceUrls":["https://www.gov.scot/publications/using-financial-data-to-enhance-labour-market-statistics-in-scotland/"],"title":{"ar":"اسكتلندا تختبر البيانات المصرفية كمؤشر لسوق العمل","de":"Schottland prüft Bankdaten als Arbeitsmarktindikator","en":"Scotland tests bank data as a labour-market indicator","es":"Escocia prueba datos bancarios como indicador del mercado laboral","fr":"L’Écosse teste les données bancaires comme indicateur du marché du travail","pt":"Escócia testa dados bancários como indicador do mercado de trabalho","tr":"İskoçya, banka verilerini işgücü piyasası ölçümünde değerlendiriyor"},"type":"events","updatedAt":"2026-10-15T16:09:16Z"},{"columns":[{"key":"measure","label":{"ar":"المؤشر","de":"Messgröße","en":"Measure","es":"Medida","fr":"Mesure","pt":"Medida","tr":"Gösterge"},"language":"en","type":"text"},{"key":"value","label":{"ar":"القيمة","de":"Wert","en":"Value","es":"Valor","fr":"Valeur","pt":"Valor","tr":"Değer"},"type":"number","unit":"count"},{"key":"basis","label":{"ar":"الأساس","de":"Grundlage","en":"Basis","es":"Base","fr":"Base","pt":"Base","tr":"Esas"},"language":"en","type":"text"}],"description":{"ar":"مجموعة البيانات الواردة في تقرير الجدوى الرسمي.","de":"Datensatz aus dem amtlichen Machbarkeitsbericht.","en":"Dataset described in the official feasibility report.","es":"Conjunto descrito en el informe oficial de viabilidad.","fr":"Jeu de données décrit dans le rapport officiel de 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