News Classification for Startup Intelligence: CB Insights, a startup intelligence data provider, shows an example of classifying news into HR & employee related classifications. CB Insights, a startup intelligence data provider, assessment of private company health includes tracking of their human resources activities. This includes programmatic monitoring of hiring activity as evidenced by job postings & key hires and departures. They used Sci-Kit learn to help in their activities. Human Resources classification is binary classification problem in the sense that the news should be able to discriminate human resources events that for companies from the all other news.