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

Choi, Yeong-Hyeon; Yoon, Seungjoo; Xuan, Bin; Lee, Sang-Yong Tom; Lee, Kyu-Hye

doi:10.1186/s40691-021-00265-6

Fashion and Textiles

International Journal of Interdisciplinary Research

Table 3 Top ten keywords by frequency

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

Keyword	Frequency	\({{\text{C}}_{\text{d}}}^{\text{a}}\)	\({{\text{C}}_{\text{b}}}^{\text{b}}\)	\({\text{C}_{\text{c}}}^{\text{c}}\)	\({\text{C}_{\text{e}}}^{\text{d}}\)	C. Coef	Group
2019 F/W Paris fashion week
Chanel	814	0.266	120.985	0.007	0.018	0.374	2
Tommy Hilfiger	681	0.195	70.643	0.006	0.013	0.382	2
Saint Laurent	375	0.221	76.256	0.006	0.016	0.402	3
Zendaya Coleman	360	0.201	73.857	0.006	0.014	0.376	2
Dior	328	0.236	92.752	0.007	0.017	0.431	2
Gigi Hadid	253	0.190	73.895	0.006	0.013	0.413	2
Balmain	224	0.226	85.474	0.007	0.016	0.417	3
Street style	217	0.291	165.474	0.007	0.020	0.373	1
Miu Miu	207	0.130	84.210	0.006	0.010	0.489	2
Off-white	203	0.296	158.081	0.007	0.020	0.379	1
2019 F/W Milan fashion week
Gucci	277	0.381	823.79	0.006	0.024	0.246	2
Versace	275	0.472	923.264	0.007	0.029	0.256	3
Moschino	225	0.211	75.292	0.005	0.016	0.424	3
Prada	171	0.301	551.936	0.006	0.018	0.244	1
Street style	135	0.432	840.198	0.006	0.027	0.252	1
Giorgio Armani	121	0.180	150.412	0.005	0.011	0.275	3
Gigi Hadid	116	0.211	123.766	0.005	0.015	0.371	3
Karl Lagerfeld	115	0.241	135.926	0.006	0.018	0.362	1
OOTD	108	0.391	451.814	0.006	0.027	0.298	1
Maxmara	90	0.261	116.672	0.006	0.020	0.403	3
2019 F/W New York fashion week
OOTD	878	0.964	476.278	0.01	0.02	0.411	2
Street style	836	0.793	287.232	0.008	0.017	0.451	2
Michael Kors	701	0.603	115.081	0.007	0.014	0.534	2
Sustainable	532	0.814	255.981	0.009	0.018	0.451	2
Stripe dress	514	0.864	268.483	0.009	0.019	0.461	1
Fashion blogger	508	0.723	209.678	0.008	0.016	0.487	2
Ralph Lauren	433	0.522	65.091	0.007	0.013	0.597	1
Marc Jacobs	356	0.492	58.444	0.007	0.012	0.584	1
Instagram	346	0.693	146.264	0.008	0.016	0.515	2
Faux fur coat	337	0.723	163.451	0.008	0.017	0.521	1
2019 F/W London fashion week
Burberry	298	0.391	273.537	0.006	0.02	0.352	2
Victoria Beckham	295	0.432	473.376	0.006	0.023	0.315	1
Street style	225	0.472	458.639	0.007	0.024	0.33	2
Fashion blogger	159	0.582	608.618	0.007	0.028	0.296	2
Fashion scout	156	0.180	40.947	0.006	0.011	0.471	1
OOTD	141	0.502	450.563	0.007	0.025	0.313	3
Fuchsia pink dress	134	0.532	457.195	0.007	0.027	0.321	1
Positive fashion	129	0.291	251.198	0.006	0.011	0.273	1
Sustainable	127	0.301	187.315	0.006	0.015	0.34	2
Vivienne Westwood	120	0.251	75.324	0.006	0.014	0.44	2

^aDegree centrality
^bBetweenness centrality
^cCloseness centrality
^dEigenvector centrality

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