Document:

Exhibit 10.1

 Exhibit 10.1 
  
 CONFIDENTIAL MATERIALS HAVE BEEN OMITTED FROM THIS EXHIBIT PURSUANT TO A REQUEST FOR CONFIDENTIAL TREATMENT AND HAVE BEEN FILED SEPARATELY
WITH THE SECURITIES AND EXCHANGE COMMISSION. ASTERISKS DENOTE OMISSIONS. 
  
 Amendment No. 9 to Network Services Agreement 
  
 That certain
NETWORK SERVICES AGREEMENT (the “Agreement”), dated September 28, 2001, by and between SAVVIS Communications Corporation, a Delaware corporation (“SAVVIS”), and Reuters Limited, a company incorporated in England under registered
number 145516 (“Reuters”), is hereby amended effective October 24th, 2003 (the “Effective Date”) by this Amendment No. 9 (the “Amendment”), as follows. Capitalized terms used, but not defined herein shall have the
meaning set forth in the Agreement. 
  

	 	1.	New Services. In accordance with the Agreement and this Amendment, SAVVIS shall provide Reuters with “Global ISP Project Management” as a New Service.

  

	 	2.	“Global ISP Project Management” is hereby added as a new subsection 2.1.1(J) of the Agreement. 

  

	 	3.	The following is hereby added as Section 14 of Schedule 2: 

  

	 	14.	SERVICE DEFINITION –” GLOBAL ISP PROJECT MANAGEMENT” 

  

	 	14.1	Overview. SAVVIS shall provide Reuters with Global ISP Project Management. 

  

	 	14.2	Service Elements. Global ISP Project Management will include the following service elements to be performed by SAVVIS: 

  

	 	(A)	Develop a work plan setting forth in order of priority the various steps required to implement ISP services for Reuters in various locations around the world.

  

	 	(B)	Project manage the implementation of the new ISP topology to be used in six data centers, to be identified by the Parties (the “Main Data Centers” and each of them a
“Data Center”), including preparation of equipment lists required to order new equipment. Implementation should align with Red LAN strategies in each of the Main Data Centers as notified to Savvis by Reuters. 

  

	 	(C)	[**] 

  

	 	(D)	Implement change process controls which includes IP addressing. 

  
 [**] CONFIDENTIAL TREATMENT REQUESTED 

	 	(E)	Implement the routing policy to be used in the Main Data Centers. 

  

	 	(F)	Work with internal Reuters resources to determine which circuits are to be cancelled in data centers outside of the Main Data Centers and, as necessary, determine how to redirect
users to the appropriate Data Center. 

  

	 	(G)	Assist Reuters in developing appropriate sales & marketing materials for the ISP services that will be presented by Reuters sales people to their end clients, the costs of which
such materials shall be borne by Reuters. 

  

	 	(H)	Assist Reuters in developing an ordering process to manage the provision of ISP services. This would include the drafting and implementation of a future state model that allows
Reuters to effectively manage requests for internal Reuters ISP requirements and ISP requirements tied to the delivery of content to Reuters customers. 

  

	 	14.3	Additional Obligations. SAVVIS shall appoint a project manager who shall serve as the single point of contact on all Global ISP Project Management tasks and provide on-going
communication and updates to Reuters. Prior to initiation of this Project Management service, SAVVIS shall inform Reuters of the Project Manager, which shall be subject to Reuters’ consent, such consent not to be unreasonably withheld or
delayed. 

  

	 	14.3	Term. This Global ISP Project Management shall have an initial term of six (6) months from November 1, 2003. Thirty (30) days prior to the end of the initial term, Reuters and
Savvis will mutually determine if this initial term shall be extended, for what duration, and on what terms and conditions. 

  

	 	4.	Pricing. Schedule 3 of the Agreement shall be amended by adding the following as a new Section 1.11. 

  

	 	1.11	Reuters shall pay SAVVIS for Global ISP Project Management a fee of [**] per month, with a minimum term of six (6) months, which such fees shall count towards satisfying the
Domestic MMC, provided, however, that none of the circumstances set forth in Section 3.6.3 under which the MMC may be reduced shall apply to circumstances arising with respect to Global ISP Project Management. In addition, Reuters shall reimburse
SAVVIS for all mutually agreed (by designees from each party) travel related 

  
 [**] CONFIDENTIAL TREATMENT REQUESTED 
  

 2 

 expenses associated with providing Global ISP Project Management (which such expense reimbursement shall
not count towards satisfying the MMC). 
  

	 	5.	This Amendment may be executed in one or more counterparts, each of which shall be deemed an original but all of which together will constitute one and the same instrument.

  

	 	6.	Except as provided herein, all of the terms and conditions of the Agreement shall remain in full force and effect as set forth therein. 

  
 [SIGNATURE PAGE FOLLOWS] 
  
 [**] CONFIDENTIAL TREATMENT REQUESTED 
  

 3 

 IN WITNESS WHEREOF, the parties hereto have caused this Amendment No. 9 to the Network Services Agreement to be executed
as of the Effective Date. 
  

			
	SAVVIS COMMUNICATIONS CORPORATION
		
	 By:
	 	 /s/    Matthew A. Fanning        

	 	 	

	 Name:
	 	Matthew A. Fanning
	 Title:
	 	EVP

  

			
	REUTERS LIMITED
		
	 By:
	 	 /s/    Philip J. Sayer        

	 	 	

	 Name:
	 	Philip J. Sayer
	 Title:
	 	Head of Distribution

  
 [**] CONFIDENTIAL TREATMENT REQUESTED 
  

 4Exhibit 10.2

 Exhibit 10.2 
  
 CONFIDENTIAL MATERIALS HAVE BEEN OMITTED FROM THIS EXHIBIT PURSUANT TO A REQUEST FOR CONFIDENTIAL TREATMENT AND HAVE BEEN FILED SEPARATELY
WITH THE SECURITIES AND EXCHANGE COMMISSION. ASTERISKS DENOTE OMISSIONS. 
  
 SETTLEMENT AGREEMENT 
  
 This SETTLEMENT
AGREEMENT (the “Settlement Agreement”) is made this 31st day of March, 2004 (the “Settlement Effective Date”), and entered into by and between Moneyline Telerate and Moneyline Telerate International, each a Delaware corporation
(“Moneyline”) and SAVVIS Communications Corporation, a Missouri corporation (“SAVVIS”). 
  
 WITNESSETH: 
  
 WHEREAS, SAVVIS and Moneyline are parties to that certain MASTER SERVICES AGREEMENT (the “MSA”), dated October 1, 2002; 
  
 WHEREAS, certain disputed issues concerning payments as specifically defined herein have arisen between SAVVIS and Moneyline under the MSA (the
“Payment Disputes”); and 
  
 WHEREAS, Moneyline and
SAVVIS (sometimes referred to herein as the “parties”), wish to resolve each of these Payment Disputes and settle fully and finally all possible legal claims each party may have against the other party and their respective affiliates,
officers, directors, employees or agents with respect to such Payment Disputes; 
  
 NOW THEREFORE, in consideration of the mutual promises and obligations hereinafter set forth, the parties further agree as follows: 

 1. Upon the execution of this Settlement Agreement by both parties, and in full, final and complete
settlement of all claims either party may have against the other party and their respective affiliates, officers, directors, employees or agents, concerning, or relating to the Payment Disputes, Moneyline promises to pay to SAVVIS the sum of [**]
(the “Settlement Amount”). The Settlement Amount shall be paid no later than 6:00 pm EST on March 31, 2004 by wire instructions as follows: 
  
 Bank of America 
 Richmond, Virginia

 [**] 
 For the Account of
SAVVIS Communications 
 [**] 
  
 In connection with this Settlement Agreement, SAVVIS will provide Moneyline a credit memo in the amount of [**]. 
  
 2. The breakdown of the Settlement Amount by service, reflecting agreed upon
charges, credits, and net amount due by Moneyline to SAVVIS, is set forth on Annex A hereto. 
  
 3. From the Settlement Effective Date forward, to avoid future payment disputes and further clarifying certain agreed upon ongoing fees due under the MSA, the parties hereto agree to the following: 
  

	 	a.	Network Management Services and Fees. SAVVIS shall provide Moneyline with Network Management Services with respect to certain non-SAVVIS provided local access and non-SAVVIS
provided private broadband connections (collectively, “Non-SAVVIS Connections” or “NSCs”) in the Asia Pacific region (“NMS”). NMS shall be defined as those Customer 

  
 [**] CONFIDENTIAL TREATMENT REQUESTED 
  

 2 

 Support Services set forth in Sections 3(A)-(B) of Exhibit A-2 of the MSA. The NMS Fees shall be [**]
per month per NSC and shall be included on the invoices provided under the MSA. Notwithstanding the above, the following NSCs shall not be liable for the NMS Fee: (i) any Customer locations, including those serviced by Distributors, where Customers
are not authorized to utilize, and/or SAVVIS is not under any obligation to provide, Savvis Help Desk services; (ii) NSCs used by Moneyline employees for home or office access where SAVVIS is under no obligation to provide Help Desk support; (iii)
where a Moneyline Customer contracts for their own third party telecommunications services in order to reach the Moneyline services. As of the Settlement Effective Date, SAVVIS shall calculate the NMS Fee on the basis of [**] NSCs. Within thirty
(30) days of the Settlement Effective Date, SAVVIS shall conduct an audit, and Moneyline shall provide SAVVIS with such information as may be reasonably requested by SAVVIS to conduct such audit, for the purpose of determining the actual number of
NSCs. The number of NSCs may vary each month based on additions and deletions. SAVVIS shall only be required to provide NMS to those NSCs determined SAVVIS will use reasonable commercial efforts to automate the record keeping of NSCs eligible for
the NMS Fee via the SAVVIS Vantive computer system and will provide access for Moneyline personnel at an Internet site located at [**]. 
  
 [**] CONFIDENTIAL TREATMENT REQUESTED 
  

 3 

	 	b.	The total credits for the Crucible Private Network Orders is forth in Annex A hereto; a detailed summary of such credits is set forth in Annex B hereto. For the avoidance of doubt,
nothing herein shall preclude Moneyline from exercising any rights it has, if any, to obtain SLA credits under the MSA with respect to the installation only of such Orders. 

  

	 	c.	The parties, having recalibrated the Outsourcing Fees in accordance with Exhibit B-7 of the MSA, hereby agree that the Outsourcing Fees for the eighteen (18) month period commencing
on the Settlement Effective Date shall be [**]. Commencing with the Settlement Effective Date, the recalibrated Outsourcing Fees shall include the Warehouse Fees set forth on Exhibit B-6 of the MSA. The parties hereby acknowledge that Moneyline had
disputes the inclusion of certain Warehouse Fees as an additional itemized charge on invoices prior to the Settlement Effective Date. 

  

	 	d.	The parties hereby agree that the distributor charges set forth on Annex C hereto in the amount of [**] (“Distributor Charges”) has been paid by SAVVIS and satisfies in
full all monies owed with respect to any and all services provided by distributors of Moneyline identified therein (“Distributors”) as of February 29, 2004. The parties further agree that Moneyline shall credit SAVVIS [**] from the
Distributor Charges. Such credit is included in the Settlement Amount and set forth on Annex A hereto. Nothing herein shall preclude Moneyline’s rights to invoice SAVVIS for 

  
 [**] CONFIDENTIAL TREATMENT REQUESTED 
  

 4 

 charges relating to the provision to SAVVIS of Distributor provided services in accordance with the MSA,
provided, however, that SAVVIS shall enjoy all rights that Moneyline has with respect to reviewing, auditing and disputing such invoices. The parties further agree to work in good faith to develop and implement a mutually agreeable invoice and
documentation procedure with respect to any future Distributor Charges and will set forth prices and fees related to Distributor services in writing. 
  
 4. Upon the payment of the Settlement Amount from Moneyline to SAVVIS, the parties mutually release, covenant not to sue, and unconditionally discharge
each other, their affiliates, officers, directors, employees and agents, from any and all claims, demands, damages and liability of any nature, known or unknown, arising from any cause related to the Payment Disputes addressed herein and existing at
the time this Settlement Agreement is executed. 
  
 5. This
Settlement Agreement is not an admission by any of the parties regarding any claimed fact, right or defense. Rather, this Settlement Agreement is made solely so that the parties can reach a mutually acceptable resolution of the Payment Disputes and
all associated disputes as of the date of this Settlement Agreement. All terms of this Settlement Agreement shall remain confidential and held in strict confidence by the parties, provided that the parties may disclose this Settlement Agreement to
their agents, provided such agents are bound by no less stringent confidentiality obligations, or as may be required by applicable law or court order. 
  
 6. The parties acknowledge that they have had a sufficient amount of time to consider the terms of this Settlement Agreement, confer with their respective
legal counsel, and 
  
 [**] CONFIDENTIAL
TREATMENT REQUESTED 
  

 5 

 are voluntarily entering into this Settlement Agreement. Both SAVVIS and Moneyline have cooperated and participated in
the drafting and preparation of this Settlement Agreement; hence, in any construction to be made of this Settlement Agreement, the same shall not be construed against any party on the basis that the party was the drafter. 
  
 7. Both parties represent and warrant that they have the full corporate
authority to enter into this Settlement Agreement. 
  
 8. This
Settlement Agreement shall be binding upon and inure to the benefit of the parties and their respective representative, successors and assigns. 
  
 9. This Settlement Agreement shall in all respects be interpreted, enforced and governed under the laws of the State of New York, without regard to the
choice of law principles thereof. The language of all parts of this Settlement Agreement shall in all cases be construed as a whole according to its fair meaning and not strictly for or against any of the parties herein. 
  
 10. The parties agree that any action or dispute concerning this Settlement
Agreement shall be resolved in accordance with Article 17 of the MSA. 
  
 11. Should any provision of this Settlement Agreement be declared or be determined by any court of competent jurisdiction to be illegal or invalid, the validity of the remaining parts, terms or provisions shall not be affected thereby and
said illegal or invalid part, term or provision shall be deemed to have been stricken and not to be a part of this Settlement Agreement. 
  
 12. As used in this Settlement Agreement, the singular or plural number shall be deemed to include the other whenever the context so indicates or
requires. 
  
 [**] CONFIDENTIAL TREATMENT
REQUESTED 
  

 6 

 13. Capitalized terms not otherwise defined herein shall have the meaning set forth in the MSA.

  
 14. This Settlement Agreement sets forth the entire agreement
between the parties hereto and fully supercedes any and all prior agreements or understandings, whether written or oral, between the parties hereto pertaining to the subject matter of this Settlement Agreement. This Settlement Agreement may not be
modified or amended except in writing, signed and executed by both parties hereto. 
  
 15. This Settlement Agreement may be executed in one or more counterparts, each of which shall be deemed an original, effective as of the Settlement Effective Date. For the purposes of this Settlement Agreement,
facsimile signatures shall be deemed to be the valid and binding signature by the respective parties hereto. 
  
 16. Each party shall be responsible for its own costs and fees, including attorney’s fees, in connection with the settlement and this Settlement
Agreement. 
  
 17. Any notice given in connection with this
Settlement Agreement shall, unless otherwise provided herein, be in writing and shall be delivered by overnight delivery, hand delivery, or by certified mail, return receipt requested as follows: 
  
 (a) To Moneyline: 
  
 Moneyline Telerate and Moneyline Telerate International

 223 Broadway, 23rd Floor 
 New York, New York 10279 
 Attention: General Counsel 
  
 (b) To SAVVIS: 
  
 [**] CONFIDENTIAL TREATMENT REQUESTED 
  

 7 

 SAVVIS Communication Corporation 
 14851 Worldgate Drive 
 Herndon, VA 20170 
 Attention: General Counsel 
  
 {SIGNATURE PAGE FOLLOWS} 
  
 [**] CONFIDENTIAL TREATMENT REQUESTED 
  

 8 

 IN WITNESS WHEREOF, the parties hereto have caused this Settlement Agreement to be executed as of the
Settlement Effective Date. 
  

									
	Moneyline Telerate	 	 	 	SAVVIS Communications Corporation
					
	 By:
	 	 /s/    Jeffrey Geisenheimer        
	 	 	 	By:	 	 /s/    Lane Blumenfeld        

	 	 	
	 	 	 	 	 	

	 Name:
	 	Jeffrey Geisenheimer	 	 	 	 Name:
	 	Lane Blumenfeld
	 	 	
	 	 	 	 	 	

	 Title:
	 	EVP and CFO	 	 	 	 Title:
	 	Deputy General Counsell, VP and Assistant Secretary
	 	 	
	 	 	 	 	 	

			
	Moneyline Telerate International	 	 	 	 
					
	 By:
	 	 /s/    Jeffrey Geisenheimer        
	 	 	 	 	 	 
	 	 	
	 	 	 	 	 	 
	 Name:
	 	Jeffrey Geisenheimer	 	 	 	 	 	 
	 	 	
	 	 	 	 	 	 
	 Title:
	 	EVP and CFO	 	 	 	 	 	 
	 	 	
	 	 	 	 	 	 

  
 [**]
CONFIDENTIAL TREATMENT REQUESTED 
  

 9 

 ANNEX A 
  

															
	 	  	Dec-03

	 	Jan-04

	 	Feb-04

	 	Mar-04

	 	Billed

	 	Credits

	 	Net Due

	 Network Management
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 Firewall Charges
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 Crucible/Contributor credit to MLT
	  	 	 	 	 	 	 	 	 	 	 	[**]	 	[**]
	 Distributor Credit to SVVS
	  	 	 	 	 	 	 	 	 	 	 	[**]	 	[**]
								
	 Net Due
	  	 	 	 	 	 	 	 	 	 	 	 	 	[**]

  
 [**]
CONFIDENTIAL TREATMENT REQUESTED 
  

 10 

 ANNEX B 
  

																						
	 Crucible Private Network Orders

	  	SAVVIS Invoice Charges

	 	  	 SIP ID

	  	 Start Bill Date

	  	Aug-03

	  	Sep-03

	 	Oct-03

	 	Nov-03

	 	Dec-03

	 	Jan-04

	 	Feb-04

	 	Total

	 TradeWeb
	  	144369	  	7/7/03	  	 	 	  	 	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 Espeed
	  	144371	  	7/30/03	  	 	 	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 Espeed
	  	144372	  	7/30/03	  	 	 	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 BrokerTec
	  	144567	  	7/31/03	  	 	 	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
											
	 Total
	  	 	  	 	  	$	—  	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]

  

																																					
	 No equipment
	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	Agreed Credit	  	 	  	 	  	 	  	$[**]
	 Equipment shipped on 1/27/04
	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 	  	 

  
 [**]
CONFIDENTIAL TREATMENT REQUESTED 
  

 11 

 ANNEX C 
  

																																					
	 	  	Oct-02

	 	Nov-02

	 	Dec-02

	 	Jan-03

	 	Feb-03

	 	Mar-03

	 	Apr-03

	 	May-03

	 	Jun-03

	 	Jul-03

	 	Aug-03

	 	Sep-03

	 	Oct-03

	 	Nov-03

	 	Dec-03

	 	Jan-04

	 	Feb-04

	 	Total

	 EMEA
	  	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 
	 Italy Distributor Charge
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 Poland Distributor Charge
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 SEM Distributor Charge
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
																			
	 EME Total
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
																			
	 Asia
	  	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 
	 Korea
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	 	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 India
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	 	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 Indonesia
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	 	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
																			
	 Asia Total
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	 	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
																			
	 USA*
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
																			
	 USA Total
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 	  	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	

	 Total Disputed Amounts
	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 	  	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	

																			
	 Credits to Savvis
	  	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 
	 Poland Distributor Charges
	  	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 SEM Distributor Charges
	  	 	 	 	 	 	 	 	 	 	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 	  	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	

	 	  	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]	 	[**]
	 	  	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	
	 	

  
 Southern Emerging Markets (SEM) =
Bahrain, Qatar, Saudia, Abu Dhbai, Dubia

Source: [{"source": "alea-institute/alea-institute/kl3m-data-edgar-agreements/train-00066-of-00352.parquet"}, [{"source": "alea-institute/alea-institute/kl3m-data-edgar-agreements/train-00066-of-00352.parquet"}]]