Gephi-Example-the-interaction-among-fashion-designers-and-corporative-in-recent-years

This is a projects done in a postgraduate module and just for fun.

All the information of designers or brands in this project is far as I know, and they are definitely not all in fashion industry.

The final picture is shown as below.

Update 1: add pagerank code to analyze designer/brand importance in network

Click into pagerank folder and run pagerank.py, here is some interesting results

For designer,

Nodes	PageRank Value	Nodes	PageRank Value
Kanye West	1.209	Matthew Williams	0.606
Gosha Rubchinskiy	0.484	Junya	0.385
Demna Gvasalia	0.362	Alexander Wang	0.343
Raf Simons	0.319	Francesco Ragazzi	0.308
Jonathan Anderson	0.262	Phoebe Philo	0.246
Travis Scott	0.236	Jerry Lorenzo	0.234
Hajime Sorayama	0.233	Rhuigi Villasenor	0.212
G-Dragon	0.190	ASAP Rocky	0.189
Virgil Abloh	0.189	Yohji Yamamoto	0.187
Masion Margiela	0.178	Hedi Slimane	0.177

For brands,

Nodes	PageRank Value	Nodes	PageRank Value
Dior	1.063	Nike	0.782
Adidas	0.542	Champion	0.480
Reebok	0.404	New Era	0.390
Converse	0.343	Uniqlo	0.343
H&M	0.322	Vans	0.305
SLP	0.287	Asics	0.279
Dr.Martens	0.232	Burberry	0.219
Margiela	0.219	LV	0.195
Under Armour	0.182	Celine	0.174
Hiroshi Fujiwara	0.167	Calvin Klein	0.162

Update 2: add degree centrality code to analyze designer/brand importance in network

Click into degree_centrality folder and run degree_centrality.py, here is some interesting results

Node	Degree
Nike	0.235
Dior	0.132
Kanye West	0.118
Uniqlo	0.103
Adidas	0.103
Converse	0.088
...	...
Pharrell Williams	0.015
Masion Margiela	0.015
Kiko Kostadinov	0.015
FengChen Wang	0.015
Errolson Hugh	0.015
Anthony Vaccarello	0.014