Aufgrund der zunehmenden Verfügbarkeit digitaler Textsammlungen kommt Methoden des Text Mining <?biblio ADDIN CITAVI.PLACEHOLDER a8459e5f-78d6-4e9b-a4a2-206f5d6e17c1 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?> <anchor xmlns="http://www.tei-c.org/ns/1.0" xml:id="CTVP001a8459e5f78d64e9ba4a2206f5d6e17c1" />(Heyer 2009) auch für zeit- und wirtschaftshistorische Fragestellungen eine immer größere Bedeutung zu. Der Beitrag geht der Frage nach, ob und wie ein spezifischer Ansatz, die automatisierte Inhaltsanalyse mittels Topic Modelling <?biblio ADDIN CITAVI.PLACEHOLDER a3d22a1c-acb4-458b-ab55-2bd9c10df96e 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?> <anchor xmlns="http://www.tei-c.org/ns/1.0" xml:id="CTVP001a3d22a1cacb4458bab552bd9c10df96e" />(Blei 2012), für die Untersuchung eines wirtschaftshistorisch bedeutsamen Korpus eingesetzt werden kann: der Jahresgutachten des Sachverständigenrats zur Begutachtung der gesamtwirtschaftlichen Entwicklung (SVR), eines der prominentesten Gremien in der ökonomischen Politikberatung. Ihr erstes Jahresgutachten veröffentlichten die „Wirtschaftsweisen“ 1964, seither hat sich ein beachtliches Korpus angesammelt, dessen Umfang für Untersuchungen mit einer zeitlich oder thematisch begrenzten Fragestellung zwar ein weniger großes Hindernis darstellt <?biblio ADDIN CITAVI.PLACEHOLDER 9ad57120-0579-4514-9623-7542226d74c7 [encoded data, 4492 characters]?> <anchor xmlns="http://www.tei-c.org/ns/1.0" xml:id="CTVP0019ad571200579451496237542226d74c7" />(Schanetzky 2007; Strätling 2001); wird jedoch eine diachrone Fragestellung verfolgt, bieten Topic Models einen vielversprechenden Ansatz. Diese haben in den vergangenen Jahren in verschiedensten Wissenschaftsbereichen Anwendung gefunden <?biblio ADDIN CITAVI.PLACEHOLDER 6dcf4343-6180-4ee4-86ca-6abfcee5320e [encoded data, 5372 characters]?> <anchor xmlns="http://www.tei-c.org/ns/1.0" xml:id="CTVP0016dcf434361804ee486ca6abfcee5320e" />(Boyd-Graber et al. 2017; Wehrheim 2018), wobei ihre Popularität maßgeblich auf das von <?biblio ADDIN CITAVI.PLACEHOLDER 8db5806d-905a-4e72-b2bf-479c15b4a678 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<anchor xmlns="http://www.tei-c.org/ns/1.0" xml:id="CTVP0018db5806d905a4e72b2bf479c15b4a678" />Blei et al. <?biblio ADDIN CITAVI.PLACEHOLDER a37b48f7-4218-47c1-ace9-157b19dab9de 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?> <anchor xmlns="http://www.tei-c.org/ns/1.0" xml:id="CTVP001a37b48f7421847c1ace9157b19dab9de" />(2003) eingeführte Model der <hi xmlns="http://www.tei-c.org/ns/1.0" rend="italic" xml:space="preserve">Latent-Dirichlet-Allocation </hi>(LDA) zurückzuführen ist.