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Table 7 Results of clustering (K=5) applied to textual self-descriptions of organizations

From: Profiling the EU lobby organizations in Banking and Finance

Cluster

Org

Top centroid terms

Banking

140

Investment(0.176), banking(0.144), insurance(0.144), directive(0.137), regulation(0.129), funds(0.108), pension(0.106), investors(0.091), asset(0.09), capital(0.088)

Transport

227

Affairs(0.146), information society(0.112), transport(0.112), society transport(0.106), competition consumer(0.105), consumer affairs(0.103), employment social(0.103), trans european(0.102), trans(0.102), affairs energy(0.102)

Payments

31

Payments(0.163), mortgage(0.146), association(0.128), members(0.124), banking(0.118), education enterprise(0.103), housing(0.103), european payment(0.097), interests(0.097), industry(0.096)

Law

44

Law(0.184), profession(0.112), cities(0.11), corporate(0.098), audit(0.088), professional(0.084), lawyers(0.081), governance(0.079), corporate governance(0.079), management(0.078)

Energy

123

Gas(0.152), energy(0.151), eu(0.135), electricity(0.097), work(0.094), europe(0.084), business(0.084), apos(0.082), sustainable(0.08), policy(0.076)

  1. Each cluster is identified by a short name, the number of organizations it covers, and the top ten centroid terms with their weights