The following list of related entities is generated by querying the nearest neighbors of embeddings generated using an extension of the methodology described in our report: Reports of a Silicon Valley/Military Divide Have Been Greatly Exaggerated . While the focus is on entities with similar contracting patterns, this is not meaningful for companies which have few direct federal contracts. We therefore augment the contracting co-occurrence scores using the SEC peer groups described in our second report, Death and Taxes, along with manually curated official partnerships and term cooccurrences scraped from our large manually curated database of websites affiliated with each company.

Rank	Image	Name
1.		Mythics Emergent Group, Inc.
2.		Mythics, Inc.
3.		Skillsoft Limited
4.		The Dun & Bradstreet Corporation
5.		Emergent, LLC
6.		Bloomberg Finance L.P.
7.		Charterhouse Capital Partners LLP
8.		Dun & Bradstreet, Inc.
9.		Ernst & Young LLP
10.		Unisys Federal Systems
11.		Immixtechnology, Inc.
12.		Carahsoft Technology Corp.
13.		Executive Information Systems, LLC
14.		Leidos Digital Solutions, Inc.
15.		AccessAgility LLC
16.		Grant Thornton Llp
17.		NTT Data Federal Services, Inc.
18.		Pitchbook Data, Inc.
19.		DLT Solutions, LLC
20.		Pcmg, Inc.
21.		Guidehouse LLP
22.		immixGroup, Inc.
23.		Arrow Electronics, Inc.
24.		Four Inc.
25.		IHS Markit Ltd.
26.		Deloitte Financial Advisory Services Llp
27.		Tech Data Corporation
28.		Pcm, Inc.
29.		Micropact, Inc.
30.		Kearney & Company, P.C.