With a seemingly endless supply of venture capital sloshing around Silicon Valley, VCs have been obsessed with minting unicorns. These are companies that have valuations over $1 billion. According to the Wall Street Journal, there are a stunning 78 unicorns like Snapchat, Uber, Pinterest, Airbnb and Dropbox.