Big data firm Dataminr has raised a Series D to fuel its expansion into additional verticals. The New York-based startup uses complex algorithms to sift and comb through real time public data. As a strategic partner of Twitter, Dataminr has direct access to the company's data firehose, and uses it to spot relevant information that it delivers to clients.