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Healthy Investments Recommend investors for health startup companies Bin Xiang

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Page 1: Bin insight friday_week3

Healthy Investments Recommend investors for health startup companies

Bin Xiang

Page 2: Bin insight friday_week3

Health care startups have boomed over the last several years, … the number of venture funding deals .. grew some 200% between 2010 and 2014.

- Fortune

Health care entrepreneurs … their challenges are unique. - Unity Stoakes Startup Health

Page 3: Bin insight friday_week3

  ~ 4000 deals

  ~ 2000 startups

  ~ 6000 investors

Total funding amount (million $) by company category

Data

Page 4: Bin insight friday_week3

Sparse Matrix Company

Investor 99.9% sparse

Page 5: Bin insight friday_week3

Data Integration

Page 6: Bin insight friday_week3

Methodology

  Network based Community detection

Distance (Company1, Company2) community_fastgreedy ()

Cluster Label

Page 7: Bin insight friday_week3

Validation

Number of recommended investors

Page 8: Bin insight friday_week3

About Me

Page 9: Bin insight friday_week3
Page 10: Bin insight friday_week3