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International Journal of Interdisciplinary Research

Table 4 Classification of themes in the 2019 F/W Fashion Week collections by cities

From: Fashion informatics of the Big 4 Fashion Weeks using topic modeling and sentiment analysis

Cities Topic number Collection theme Examples of fashion brand
Paris Topic 1 Tailoring and street style e.g., Balmain, Valentino, Off-White
Topic 2 Athleisure style e.g., Tommy Now, Miu Miu, Givenchy
Topic 3 Classic and feminine e.g., Chanel, Chloe, Celin
Milan Topic 1 Tailored e.g., Giorgio Armani, Roberto Carvalli, Dolce & Gabbana
Topic 2 Retro e.g., Moschino, Versace, Gucci
Topic 3 Genderless e.g., Prada, Missoni, Max Mara
New York Topic 1 Classic and romantic e.g., Marc Jacobs, Prabal Gurung, Tom Ford, Tory Burch
Topic 3 Vintage and retro e.g., Michael Kors, Coach 1941, Jeremy Scott, Longchamp
London Topic 1 Businesswoman and romantic e.g., Victoria Beckham, Simone Rocha, J.W. Anderson, Peter Pilotto, Roksanda
Topic 2 Heterogeneous and unbalanced e.g., Burberry, Vivienne Westwood, Ports 1961