Changes

In alphabetic order:

*Bright*Sun [http://brightsungroup.com/]

**data collection technology using algorithims and models on loose data

**recommendation based web platform

*CB Insights [https://www.cbinsights.com/]

**130,000 + sources

**data on revenue and valuations

*Crunchbase (by Techcrunch)[https://www.crunchbase.com/#/home/index]

**search functionality for organizations, people, events, and products

**detailed company portfolios

**platform for upcoming tech events

*Dow Jones [http://pevc.dowjones.com/]

**CompensationPro and VentureWire-- subscription based data centers

*Gust [https://gust.com/]

**discuss, track, review, and share deals

*MassInvestor [http://www.massinvestor.com/]

**covers complete range of private capital investors

*Mattermark [https://mattermark.com/]

**datasource utilizing machine learning, web crawlers, primary sources and natural language processing from new articles and websites

**built in API application

*Pitchbook [http://pitchbook.com/]

**comprehensive data on full life-cycle of VC, PE, and M&A

**gathers data sources through web crawlers, machine learning, natural language processing, and surveys

*Preqin [https://www.preqin.com/type/venture-capital/1/13]

**global data center

**web-based research center on VC trends benchmarks with visualization tools

*Thomson Reuters [http://thomsonreuters.com/en/products-services/financial/market-data/sdc-platinum.html]

**SDC Platinum large comprehensive data platform

*VC Experts [https://www.vcexperts.com/]

**access to private company data

**web platform including filtering features and visualization tools