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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