HOME Top Market Reports Data Discovery Market by Type (Software and Service), Service (Professional and Managed), Application (Risk Management, Sales & Marketing Optimization, and Cost Optimization), Deployment, Organization Size, Vertical, and Region - Global Forecast to 2021

Data Discovery Market by Type (Software and Service), Service (Professional and Managed), Application (Risk Management, Sales & Marketing Optimization, and Cost Optimization), Deployment, Organization Size, Vertical, and Region - Global Forecast to 2021

By: marketsandmarkets.com
Publishing Date: January 2017
Report Code: TC 4867

 

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The data discovery market size is estimated to grow from USD 4.33 Billion in 2016 to USD 10.66 Billion by 2021, at a Compound Annual Growth Rate (CAGR) of 19.8% from 2016 to 2021. The report segments the market into types, deployment models, organization sizes, applications, verticals, and regions. Major growth drivers of the market include increasing importance of data-driven decision-making, growing trends of self-service Business Intelligence (BI) tools, and insight generation from a growing number of multi-structured data sources.

Objectives of the study

The main objective of this report is to define, describe, and forecast the global data discovery market on the basis of types, deployment models, organization sizes, applications, verticals, and regions. The report provides detailed information regarding the major factors influencing the growth of the market (drivers, restraints, opportunities, and industry-specific challenges). The report aims to strategically analyze micro-markets with respect to individual growth trends, future prospects, and contribution to the total market. The report attempts to forecast the market size with respect to five main regions, namely, North America, Europe, Asia-Pacific (APAC), the Middle East & Africa (MEA), and Latin America. The report strategically profiles key players and comprehensively analyzes their core competencies. This report also tracks and analyzes competitive developments, such as joint ventures, mergers and acquisitions, new product developments, and Research & Development (R&D) activities in the data discovery market.

The research methodology used to estimate and forecast the data discovery market begun with capturing data on key vendor’s revenues through secondary research, which included directories and databases (such as Hoovers, Bloomberg Businessweek, Factiva, and OneSource). The vendor offerings were also taken into consideration to determine the market segmentation. The bottom-up procedure was employed to arrive at the overall market size of the global market from the revenue of the key players in the market. After arriving at the overall market size, the total market was split into several segments and subsegments, which were then verified through primary research by conducting extensive interviews with key people, such as CEOs, VPs, directors, and executives. The data triangulation and market breakdown procedures were employed to complete the overall market engineering process and to arrive at the exact statistics for all segments and subsegments. The breakdown of profiles of primary is depicted in the below figure:

Data Discovery Market

To know about the assumptions considered for the study, download the pdf brochure

The data discovery ecosystem comprises vendors, such as Tableau Software, Inc. (U.S.), Datawatch Corporation (U.S.), Datameer, Inc. (U.S.), TIBCO Software Inc. (U.S.), SAP SE (Germany), Cloudera, Inc. (U.S.), Birst, Inc. (U.S.), ClearStory Data (U.S.), Platfora (U.S.), Oracle Corporation (U.S.), MicroStrategy Inc. (U.S.), and Qlik Technologies, Inc. (U.S.). Other stakeholders of the data discovery market include system integrators, Value-Added Resellers (VARs), service providers & distributors, analytics consulting companies, cloud BI platform vendors, data discovery vendors, system integrators, Information Technology (IT) service providers, consulting service providers, managed service providers, market research & consulting firms, and cloud service providers.

The target audience of the data discovery market report are given below:

  • Service providers and distributors
  • Data discovery application builders
  • Independent Software Vendors (ISVs)
  • Analytics consulting companies
  • Enterprises
  • End-users

 “The study answers several questions for the stakeholders, primarily which market segments to focus in the next two to five years for prioritizing the efforts and investments.”

Scope of the Report

The research report categorizes the data discovery market to forecast the revenues and analyze the trends in each of the following subsegments:

By Type

  • Software
  • Services
    • Managed services
    • Professional services
      • Support and maintenance
      • Consulting services

By Application

  • Risk management
  • Customer experience management
  • Social network analysis
  • Cost optimization
  • Supply chain management and procurement
  • Sales and marketing optimization
  • Asset management
  • Others (workforce management, network management, and optimization)

By Deployment Model

  • On-premises
  • Hosted

By Organization Size

  • Small and Mid-Sized Businesses (SMBs)
  • Large enterprises

By Industry Vertical

  • Banking, Financial Services, and Insurance (BFSI)
  • Telecommunications and IT
  • Retail and ecommerce
  • Healthcare and life sciences
  • Manufacturing
  • Government and defense
  • Energy and utilities
  • Transportation and logistics
  • Media and entertainment
  • Others (outsourcing services, travel & hospitality, and education)

By Region

  • North America
  • Europe
  • MEA
  • APAC
  • Latin America

Available customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product matrix which gives a detailed comparison of product portfolio of each company

Geographic Analysis

  • Further breakdown of the North America data discovery market
  • Further breakdown of the Europe market
  • Further breakdown of the APAC market
  • Further breakdown of the MEA market
  • Further breakdown of the Latin America market

Company Information

  • Detailed analysis and profiling of additional market players

Table of Contents

1 Introduction (Page No. - 14)
    1.1 Objectives of the Study
    1.2 Market Definition
    1.3 Market Scope
           1.3.1 Markets Covered
           1.3.2 Years Considered for the Study
    1.4 Currency
    1.5 Limitations
    1.6 Stakeholders

2 Research Methodology (Page No. - 17)
    2.1 Research Data
           2.1.1 Secondary Data
                    2.1.1.1 Key Data From Secondary Sources
           2.1.2 Primary Data
                    2.1.2.1 Key Data From Primary Sources
                    2.1.2.2 Key Industry Insights
                    2.1.2.3 Breakdown of Primaries
    2.2 Market Size Estimation
           2.2.1 Bottom-Up Approach
           2.2.2 Top-Down Approach
    2.3 Market Breakdown and Data Triangulation
    2.4 Research Assumptions

3 Executive Summary (Page No. - 25)

4 Premium Insights (Page No. - 29)
    4.1 Attractive Market Opportunities in the Market
    4.2 Market By Component
    4.3 Market By Organization Size
    4.4 Market By Application
    4.5 Market By Region and Vertical
    4.6 Data Discovery Market Potential
    4.7 Lifecycle Analysis, By Region, 2016

5 Market Overview (Page No. - 33)
    5.1 Introduction
    5.2 Evolution
    5.3 Market Segmentation
           5.3.1 By Component
           5.3.2 By Application
           5.3.3 By Deployment Model
           5.3.4 By Vertical
           5.3.5 By Organization Size
           5.3.6 By Region
    5.4 Market Dynamics
           5.4.1 Drivers
                    5.4.1.1 Insights Generation From A Growing Number of Multi-Structured Data Sources
                    5.4.1.2 Growing Trend for Self-Service Bi Tools
                    5.4.1.3 Rising Importance for Data-Driven Decision-Making
           5.4.2 Restraints
                    5.4.2.1 Uncertain Return on Investment (RoI)
           5.4.3 Opportunities
                    5.4.3.1 Increasing Machine Learning Leading to Increase in Data Generation
                    5.4.3.2 High Adoption Rate in SMBS
           5.4.4 Challenges
                    5.4.4.1 Data Security and Privacy Concerns
                    5.4.4.2 Stiff Competition

6 Industry Trends (Page No. - 39)
    6.1 Introduction
    6.2 Value Chain Analysis
    6.3 Strategic Benchmarking
    6.4 Use Cases
           6.4.1 Use Case 1
           6.4.2 Use Case 2
           6.4.3 Use Case 3
    6.5 Technology Trends and Standards
           6.5.1 Introduction
           6.5.2 Standard and Guidelines for Big Data
                    6.5.2.1 Cloud Standard Customer Council (CSCC)
                    6.5.2.2 Cloud Security Alliance (CSA)
                    6.5.2.3 Fair Credit Reporting Act

7 Data Discovery Market Analysis, By Component (Page No. - 43)
    7.1 Introduction
    7.2 Software
    7.3 Services
           7.3.1 Managed Services
           7.3.2 Professional Services
                    7.3.2.1 Support and Maintenance
                    7.3.2.2 Consulting

8 Data Discovery Market Analysis, By Application (Page No. - 50)
    8.1 Introduction
    8.2 Risk Management
    8.3 Customer Experience Management
    8.4 Social Network Analysis
    8.5 Cost Optimization
    8.6 Supply Chain Management and Procurement
    8.7 Sales and Marketing Optimization
    8.8 Assets Management
    8.9 Others

9 Data Discovery Market Analysis, By Deployment Model (Page No. - 58)
    9.1 Introduction
    9.2 On-Premises
    9.3 Cloud

10 Data Discovery Market Analysis, By Organization Size (Page No. - 62)
     10.1 Introduction
     10.2 Small and Medium Businesses
     10.3 Large Enterprises

11 Data Discovery Market Analysis, By Vertical (Page No. - 66)
     11.1 Introduction
     11.2 Banking, Financial Services, and Insurance
     11.3 Government and Defense
     11.4 Healthcare and Life Sciences
     11.5 Retail and E-Commerce
     11.6 Manufacturing
     11.7 Energy and Utilities
     11.8 Transportation and Logistics
     11.9 Telecommunication and IT
     11.10 Media and Entertainment
     11.11 Others

12 Geographic Analysis (Page No. - 75)
     12.1 Introduction
     12.2 North America
     12.3 Europe
     12.4 Asia-Pacific
     12.5 Middle East and Africa
     12.6 Latin America

13 Competitive Landscape (Page No. - 95)
     13.1 Overview
     13.2 Competitive Situations and Trends
             13.2.1 Partnerships, Agreements, and Collaborations
             13.2.2 New Product Launches
             13.2.3 Expansions
             13.2.4 Mergers and Acquisitions
     13.3 Vendor Analysis

14 Company Profiles (Page No. - 102)
     14.1 Introduction
(Overview, Financials, Products & Services, Strategy, and Developments)*
     14.2 Tableau Software, Inc.
     14.3 Datawatch Corporation
     14.4 Datameer, Inc.
     14.5 Tibco Software Inc.
     14.6 SAP SE.
     14.7 Cloudera, Inc.
     14.8 Birst, Inc.
     14.9 Clearstory Data
     14.10 Platfora
     14.11 Oracle Corporation
     14.12 Qlik Technologies, Inc.
     14.13 Microstrategy, Inc.

*Details on Overview, Financials, Product & Services, Strategy, and Developments Might Not Be Captured in Case of Unlisted Companies.

15 Key Innovators (Page No. - 129)
     15.1 Panorama
     15.2 Hortonworks, Inc.
     15.3 Sisense Inc.
     15.4 Advizor Solutions, Inc.
     15.5 Modata

16 Appendix (Page No. - 134)
     16.1 Key Insights of Industry Experts
     16.2 Discussion Guide
     16.3 Knowledge Store: Marketsandmarkets’ Subscription Portal
     16.4 Introducing RT: Real-Time Market Intelligence
     16.5 Available Customization
     16.6 Related Reports
     16.7 Author Details


List of Tables (75 Tables)

Table 1 Data Discovery Market Size and Growth, 2016–2021 (USD Billion, Y-O-Y %)
Table 2 Market Size, By Component, 2014–2021 (USD Million)
Table 3 Software: Market Size, By Region, 2014–2021 (USD Million)
Table 4 Services: Market Size, By Type, 2014–2021 (USD Million)
Table 5 Services: Market Size, By Region, 2014–2021 (USD Million)
Table 6 Managed Services: Market Size, By Region, 2014–2021 (USD Million)
Table 7 Professional Services: Market Size, By Region, 2014–2021 (USD Million)
Table 8 Support and Maintenance Services: Market Size, By Region, 2014–2021 (USD Million)
Table 9 Consulting Services: Market Size, By Region, 2014–2021 (USD Million)
Table 10 Data Discovery Market Size, By Application, 2014–2021 (USD Million)
Table 11 Risk Management: Market Size, By Region, 2014–2021 (USD Million)
Table 12 Customer Experience Management: Market Size, By Region, 2014–2021 (USD Million)
Table 13 Social Network Analysis: Market Size, By Region, 2014–2021 (USD Million)
Table 14 Cost Optimization: Market Size, By Region, 2014–2021 (USD Million)
Table 15 Supply Chain Management and Procurement: Market Size, By Region, 2014–2021 (USD Million)
Table 16 Sales and Marketing Optimization: Market Size, By Region, 2014–2021 (USD Million)
Table 17 Asset Management: Market Size, By Region, 2014–2021 (USD Million)
Table 18 Others: Market Size, By Region, 2014–2021 (USD Million)
Table 19 Data Discovery Market Size, By Deployment Model, 2014–2021 (USD Million)
Table 20 On-Premises: Market Size, By Region, 2014–2021 (USD Million)
Table 21 Cloud: Market Size, By Region, 2014–2021 (USD Million)
Table 22 Data Discovery Market Size, By Organization Size, 2014–2021 (USD Million)
Table 23 Small and Medium Businesses: Market Size, By Region, 2014–2021 (USD Million)
Table 24 Large Enterprises: Market Size, By Region, 2014–2021 (USD Million)
Table 25 Data Discovery Market Size, By Vertical, 2014–2021 (USD Million)
Table 26 Banking, Financial Services, and Insurance: Market Size, By Region, 2014–2021 (USD Million)
Table 27 Government and Defense: Data Discovery, By Region, 2014–2021 (USD Million)
Table 28 Healthcare and Life Sciences: Market Size, By Region, 2014–2021 (USD Million)
Table 29 Retail and E-Commerce: Market Size, By Region, 2014–2021 (USD Million)
Table 30 Manufacturing: Market Size, By Region, 2014–2021 (USD Million)
Table 31 Energy and Utilities: Market Size, By Region, 2014–2021 (USD Million)
Table 32 Transportation and Logistics: Market Size, By Region, 2014–2021 (USD Million)
Table 33 IT and Telecommunication: Market Size, By Region, 2014–2021 (USD Million)
Table 34 Media and Entertainment: Market Size, By Region, 2014–2021 (USD Million)
Table 35 Others: Market Size, By Region, 2014–2021 (USD Million)
Table 36 Data Discovery Market Size, By Region, 2014–2021 (USD Million)
Table 37 North America: Market Size, By Component, 2014–2021 (USD Million)
Table 38 North America: Market Size, By Service, 2014–2021 (USD Million)
Table 39 North America: Market Size, By Professional Service, 2014–2021 (USD Million)
Table 40 North America: Market Size, By Deployment Model, 2014–2021 (USD Million)
Table 41 North America: Market Size, By Vertical, 2014–2021 (USD Million)
Table 42 North America: Market Size, By Application, 2014–2021 (USD Million)
Table 43 North America: Data Discovery Market Size, By Organization Size, 2014–2021 (USD Million)
Table 44 Europe: Market Size, By Component, 2014–2021 (USD Million)
Table 45 Europe: Market Size, By Service, 2014–2021 (USD Million)
Table 46 Europe: Market Size, By Professional Service, 2014–2021 (USD Million)
Table 47 Europe: Market Size, By Deployment Model, 2014-2021 (USD Million)
Table 48 Europe: Market Size, By Vertical, 2014–2021 (USD Million)
Table 49 Europe: Market Size, By Application, 2014–2021 (USD Million)
Table 50 Europe: Data Discovery Market Size, By Organization Size, 2014–2021 (USD Million)
Table 51 Asia-Pacific: Market Size, By Component, 2014–2021 (USD Million)
Table 52 Asia-Pacific: Market Size, By Service, 2014–2021 (USD Million)
Table 53 Asia-Pacific: Market Size, By Professional Service, 2014–2021 (USD Million)
Table 54 Asia-Pacific: Market Size, By Deployment Model, 2014–2021 (USD Million)
Table 55 Asia-Pacific: Market Size, By Vertical, 2014–2021 (USD Million)
Table 56 Asia-Pacific: Market Size, By Application, 2014–2021 (USD Million)
Table 57 Asia-Pacific: Data Discovery Market Size, By Organization Size, 2014–2021 (USD Million)
Table 58 Middle East and Africa: Market Size, By Component, 2014–2021 (USD Million)
Table 59 Middle East and Africa: Market Size, By Service, 2014–2021 (USD Million)
Table 60 Middle East and Africa: Market Size, By Professional Service, 2014–2021 (USD Million)
Table 61 Middle East and Africa: Market Size, By Deployment Model, 2014–2021 (USD Million)
Table 62 Middle East and Africa: Market Size, By Vertical, 2014–2021 (USD Million)
Table 63 Middle East and Africa: Market Size, By Application, 2014–2021 (USD Million)
Table 64 Middle East and Africa: Market Size, By Organization Size, 2014–2021 (USD Million)
Table 65 Latin America: Data Discovery Market Size, By Component, 2014–2021 (USD Million)
Table 66 Latin America: Market Size, By Service, 2014–2021 (USD Million)
Table 67 Latin America: Market Size, By Professional Service, 2014–2021 (USD Million)
Table 68 Latin America: Market Size, By Deployment Model, 2014–2021 (USD Million)
Table 69 Latin America: Market Size, By Vertical, 2014–2021 (USD Million)
Table 70 Latin America: Market Size, By Application, 2014–2021 (USD Million)
Table 71 Latin America: Market Size, By Organization Size, 2014–2021 (USD Million)
Table 72 Partnerships, Agreements, and Collaborations, 2016
Table 73 New Product Launches, 2016
Table 74 Expansions, 2016
Table 75 Mergers and Acquisitions, 2016


List of Figures (55 Figures)

Figure 1 Research Design
Figure 2 Market Size Estimation Methodology: Bottom-Up Approach
Figure 3 Market Size Estimation Methodology: Top-Down Approach
Figure 4 Data Triangulation
Figure 5 Market is Poised to Witness Growth in the Global Market for the Period 2016–2021
Figure 6 Market Snapshot on the Basis of Component (2016 vs 2021)
Figure 7 Market Snapshot on the Basis of Application (2016–2021)
Figure 8 Market Snapshot on the Basis of Deployment Model (2016–2021)
Figure 9 Market is Expected to Witness Remarkable Growth Opportunities Due to Rising Adoption By SMBS and Increasing Machine Learning Leading to Higher Data Generation
Figure 10 Data Discovery Services Market is Expected to Grow at A Higher CAGR During the Forecast Period
Figure 11 Large Enterprises Would Continue to Maintain Their Leading Position in Terms of Market Size During the Forecast Period (USD Million)
Figure 12 Risk Management Would Be A Prominent Application Throughout the Forecast Period
Figure 13 North America is Expected to Hold the Largest Market Share in the Data Discovery Market
Figure 14 Asia-Pacific is Expected to Witness the Highest Growth Rate During the Forecast Period
Figure 15 Regional Lifecycle: Asia-Pacific is Expected to Be in the Growth Phase in 2016
Figure 16 Data Discovery Market: Evolution
Figure 17 Market Segmentation By Component
Figure 18 Market Segmentation By Application
Figure 19 Market Segmentation By Deployment Model
Figure 20 Market Segmentation By Industry Vertical
Figure 21 Market Segmentation By Organization Size
Figure 22 Market Segmentation By Region
Figure 23 Market Drivers, Restraints, Opportunities, and Challenges
Figure 24 Value Chain Analysis: Data Discovery Market
Figure 25 Data Discovery Market: Strategic Benchmarking
Figure 26 Services Segment is Expected to Have the Highest CAGR During the Forecast Period
Figure 27 Managed Services Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 28 Support and Maintenance Services Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 29 Social Network Analysis Application is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 30 Cloud-Based Data Discovery Deployment Model is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 31 Small and Medium Businesses Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 32 Manufacturing Vertical is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 33 Geographic Snapshot: Asia-Pacific is Estimated to Have the Highest CAGR in the Data Discovery Market
Figure 34 North America is Projected to Have the Largest Market Share in the Data Discovery Market
Figure 35 North America Market Snapshot
Figure 36 Asia-Pacific Market Snapshot
Figure 37 Companies Adopted the Strategy of Partnerships, Agreements, and Collaborations as the Key Growth Strategy From 2013 to 2016
Figure 38 Market Evaluation Framework (2014-2016)
Figure 39 Battle for Market Share: the Strategy of Partnerships, Agreements, and Collaborations Was the Key Strategy Adopted By Key Players in the Data Discovery Market During 2013–2016
Figure 40 Vendor Analysis: Criteria Weightage
Figure 41 Product Offering Comparison
Figure 42 Business Strategy Comparison
Figure 43 Geographic Revenue Mix of Top Market Players
Figure 44 Tableau Software, Inc.: Company Snapshot
Figure 45 Tableau Software, Inc.: SWOT Analysis
Figure 46 Datawatch Corporation: Company Snapshot
Figure 47 Datawatch Corporation: SWOT Analysis
Figure 48 Datameer, Inc.: SWOT Analysis
Figure 49 Tibco Software: SWOT Analysis
Figure 50 SAP SE: Company Snapshot
Figure 51 SAP SE: SWOT Analysis
Figure 52 Cloudera, Inc.: SWOT Analysis
Figure 53 Oracle Corporation: Company Snapshot
Figure 54 Microstrategy, Inc.: Company Snapshot
Figure 55 Hortonworks, Inc.: Company Snapshot

Data discovery can be defined as a decision-making platform which assimilates, structures, and refines data.  Globally, data discovery software and services are rapidly taking over from traditional Business Intelligence (BI) tools, which cannot be utilized and accessed without help from the technical staff. Major drivers of the data discovery market are rising trends of self-service BI tools and generating insights & discovering trends from increasing volume of data. The data discovery market faces challenges, such as security & privacy concerns and shifting from traditional architecture to new systems. Major factors that is restraining the growth of the market is unclear Returns on Investment (RoI).

The data discovery market is estimated to grow from USD 4.33 Billion in 2016 to USD 10.66 Billion by 2021, at a high Compound Annual Growth Rate (CAGR) of 19.8% during the forecast period. Generating insights from multi-structured data sources, rising trends of self-service technologies, and importance of data-driven decision-making are the drivers that propel the growth of the market.

The report provides detailed insights into the global data discovery market, which is segmented by type, professional service, application, organization size, deployment model, vertical, and region. In type, data discovery market software is expected to have the largest market share for the forecast period. Operations find surplus applications which can benefit by adapting data discovery technologies. Risk management application, which is applicable across all the major industry verticals is expected to have the largest market share. Considering today’s highly-volatile financial environment, immensely networked organizations, and global operating models identifying risk & subsequently managing such risks have become a critical task for financial organizations. Advanced analytics is a boon to these industries that require real-time intelligence to make swift decisions in remote locations.

On-premises deployment model has a higher adoption, as compared to the cloud deployment model. This is mainly because of it attributes, such as confidentiality and privacy parameters to the organizational data. The Baking, Financial Services, & Insurance (BFSI) segment has shown the largest market share in vertical segment, where solutions are used to predict to tackle issues, such as insufficient data modeling capabilities. It helps identify potential customer segments, trap them with effective offers, and come up with the most efficient investment plan. However, the manufacturing industry is poised to grow at the highest rate during the forecast period, which will help them in streaming real-time analytics ingesting from sensors and devices in the factory environment.

In organizations, Small and Mid-Sized Businesses (SMBs) are expected to have the highest adoption rate of data discovery software, due to the availability of low cost cloud deployments options. The ever-growing volume of data, because of the use of social media, mobile applications, and entertainment devices are the major factors for adoption of data discovery solutions and services among SMBs & large enterprises.

Data Discovery Market

The report covers all the major aspects of the data discovery market and provides an in-depth analysis across the regions of North America, Europe, Asia-Pacific (APAC), Middle East & Africa (MEA), and Latin America. The market in North America is expected to hold the largest share. The APAC region is projected to have great opportunities in this market and to grow at the highest CAGR by 2021. This is due to the massive growth of data through Internet of Things (IoT) and other connected devices.

Major vendors that offer data discovery offerings globally are Tableau Software (U.S.), Datawatch Corporation (U.S.), TIBCO Software (U.S.), SAP SE (Germany), Datameer, Inc. (U.S.), Qlik Technologies (U.S.), and ClearStory Data (U.S.). These vendors adopted different types of organic, as well as, inorganic growth strategies, such as new product launches, partnerships & collaborations, and mergers & acquisitions, to expand their offerings in the data discovery market.

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