Company Clustering

Total Applications (2010-2019)
Average Salary
Approval Rate
Total Companies

Company Cluster

This page represents the analysis result by using Multidimensional Scaling (MDS). By using top 150 popular job categories for each company, we were able to create a vector with 150 attributes for each company, where the value are number of files in each category of that company. By using MDS algorithm we can now see their mapping in 2D axis and observe their distance.

By MDS transformation we are able to find companies that are filing similar jobs thus find out potential similarities between companies.

Company Cluster

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