Companies with new products in the last month
by emerging technology
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Companies that expanded operations in the last month
by state
Companies that will change leadership in Q3 2017
by job function
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How We Build It
01 CONTENT ACQUISITION
We crawl millions of different sources every day, from PR news and company blogs to job openings.
02 CONTENT CATEGORIZATION
Using classification models we categorize useful content and collect meaningful texts in it.
03 INFORMATION EXTRACTION
Our proprietary models extract various entities (organizations, divisions, persons, financing types, products etc.) and relationships between them.
04 ORGANIZATION IDENTIFICATION
Organization entities are linked to unique IDs (with domains) in our database for further manipulations.
05 NORMALIZATION & DEDUPLICATION PROCESS
Entities are normalized with a set of rule-based approaches and then sent to the deduplication system.
06 MANUAL APPROVAL
We employ multiple data analysts who monitor and verify data on a daily basis to ensure the data is of highest quality.