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Published: May, 2018 | Pages:
148 | Publisher: QYResearch
Industry: ICT | Report Format: Electronic (PDF)
This report studies the Artificial Intelligence Software System market status and outlook of global and major regions, from angles of players, regions, product and end Application/industries; this report analyzes the top players in global and major regions, and splits the Artificial Intelligence Software System market by product and Application/end industries. The global Artificial Intelligence Software System market is valued at 2651.37 million USD in 2017 and is expected to reach 77961.7 million USD by the end of 2025, growing at a CAGR of 52.60% between 2018 and 2022. The major players in global market include • Google • Baidu • IBM • Microsoft • SAP • Intel • Salesforce • Brighterion • KITT.AI • IFlyTek • Megvii Technology • Albert Technologies • H2O.ai • Brainasoft • Yseop • Ipsoft • NanoRep(LogMeIn) • Ada Support • Astute Solutions • IDEAL.com • Wipro Geographically, this report split global into several key Regions, with, revenue (million USD), market share and growth rate of Artificial Intelligence Software System for these regions, from 2013 to 2025 (forecast) • United States • EU • Japan • China • India • Southeast Asia • Others On the basis of product, the Artificial Intelligence Software System market is primarily split into • On-Premise • Cloud-based On the basis on the end users/Application, this report covers • Voice Processing • Text Processing • Image Processing
Table of Contents 1 Industry Overview 1 1.1 Artificial Intelligence Software System Market Overview 1 1.1.1 Artificial Intelligence Software System Product Scope 1 1.1.2 Market Status and Outlook 1 1.2 Global Artificial Intelligence Software System Market Size and Analysis by Regions (2013-2018) 2 1.2.1 United States Artificial Intelligence Software System Market Status and Outlook 3 1.2.2 EU Artificial Intelligence Software System Market Status and Outlook 4 1.2.3 Japan Artificial Intelligence Software System Market Status and Outlook 5 1.2.4 China Artificial Intelligence Software System Market Status and Outlook 6 1.2.5 India Artificial Intelligence Software System Market Status and Outlook 7 1.2.6 Southeast Asia Artificial Intelligence Software System Market Status and Outlook 8 1.3 Classification of Artificial Intelligence Software System by Product 8 1.3.1 Global Artificial Intelligence Software System Revenue (Million USD) and Growth Comparison by Product (2013-2025) 8 1.3.2 Global Artificial Intelligence Software System Revenue (Million USD) Market Share by Product in 2017 9 1.3.3 On-Premise 10 1.3.4 Cloud-based 11 1.4 Artificial Intelligence Software System Market by End Users/Application 11 1.4.1 Voice Processing 12 1.4.2 Text Processing 13 1.4.3 Image Processing 14 2 Global Artificial Intelligence Software System Competition Analysis by Players 15 2.1 Global Artificial Intelligence Software System Market Size (Million USD) by Players (2016-2017) 15 2.2 Competitive Status and Trend 18 2.2.1 Market Concentration Rate 18 2.2.2 Product/Service Differences 19 2.2.3 Mergers & Acquisitions, Expansion 20 2.2.4 The Technology Trends in Future 22 3 Company (Top Players) Profiles and Key Data 25 3.1 Google 25 3.1.1 Company Profile 25 3.1.2 Main Business/Business Overview 25 3.1.3 Products, Services and Solutions 26 3.1.4 Google Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 27 3.1.5 Recent Developments 27 3.2 Baidu 27 3.2.1 Company Profile 27 3.2.2 Main Business/Business Overview 28 3.2.3 Products, Services and Solutions 29 3.2.4 Baidu Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 29 3.2.5 Recent Developments 29 3.3 IBM 30 3.3.1 Company Profile 30 3.3.2 Main Business/Business Overview 31 3.3.3 Products, Services and Solutions 31 3.3.4 IBM Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 32 3.3.5 Recent Developments 32 3.4 Microsoft 32 3.4.1 Company Profile 32 3.4.2 Main Business/Business Overview 33 3.4.3 Products, Services and Solutions 33 3.4.4 Microsoft Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 35 3.4.5 Recent Developments 35 3.5 SAP 36 3.5.1 Company Profile 36 3.5.2 Main Business/Business Overview 36 3.5.3 Products, Services and Solutions 37 3.5.4 SAP Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 38 3.5.5 Recent Developments 38 3.6 Intel 39 3.6.1 Company Profile 39 3.6.2 Main Business/Business Overview 39 3.6.3 Products, Services and Solutions 40 3.6.4 Intel Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 40 3.6.5 Recent Developments 40 3.7 Salesforce 41 3.7.1 Company Profile 41 3.7.2 Main Business/Business Overview 41 3.7.3 Products, Services and Solutions 42 3.7.4 Salesforce Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 43 3.7.5 Recent Developments 43 3.8 Brighterion 44 3.8.1 Company Profile 44 3.8.2 Main Business/Business Overview 44 3.8.3 Products, Services and Solutions 44 3.8.4 Brighterion Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 46 3.8.5 Recent Developments 46 3.9 KITT.AI 47 3.9.1 Company Profile 47 3.9.2 Main Business/Business Overview 47 3.9.3 Products, Services and Solutions 47 3.9.4 KITT.AI Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 49 3.9.5 Recent Developments 49 3.10 IFlyTek 50 3.10.1 Company Profile 50 3.10.2 Main Business/Business Overview 50 3.10.3 Products, Services and Solutions 51 3.10.4 IFlyTek Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 52 3.10.5 Recent Developments 52 3.11 Megvii Technology 52 3.11.1 Company Profile 52 3.11.2 Main Business/Business Overview 53 3.11.3 Products, Services and Solutions 53 3.11.4 Megvii Technology Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 55 3.11.5 Recent Developments 55 3.12 Albert Technologies 55 3.12.1 Company Profile 55 3.12.2 Main Business/Business Overview 56 3.12.3 Products, Services and Solutions 56 3.12.4 Albert Technologies Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 57 3.12.5 Recent Developments 57 3.13 H2O.ai 58 3.13.1 Company Profile 58 3.13.2 Main Business/Business Overview 59 3.13.3 Products, Services and Solutions 59 3.13.4 H2O.ai Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 59 3.13.5 Recent Developments 60 3.14 Brainasoft 60 3.14.1 Company Profile 60 3.14.2 Main Business/Business Overview 60 3.14.3 Products, Services and Solutions 61 3.14.4 Brainasoft Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 62 3.15 Yseop 62 3.15.1 Company Profile 62 3.15.2 Main Business/Business Overview 63 3.15.3 Products, Services and Solutions 63 3.15.4 Yseop Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 63 3.16 Ipsoft 64 3.16.1 Company Profile 64 3.16.2 Main Business/Business Overview 64 3.16.3 Products, Services and Solutions 64 3.16.4 Ipsoft Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 65 3.17 NanoRep(LogMeIn) 65 3.17.1 Company Profile 65 3.17.2 Main Business/Business Overview 66 3.17.3 Products, Services and Solutions 66 3.17.4 NanoRep(LogMeIn) Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 68 3.17.5 Recent Developments 68 3.18 Ada Support 68 3.18.1 Company Profile 68 3.18.2 Main Business/Business Overview 69 3.18.3 Products, Services and Solutions 69 3.18.4 Ada Support Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 69 3.18.5 Recent Developments 69 3.19 Astute Solutions 70 3.19.1 Company Profile 70 3.19.2 Main Business/Business Overview 70 3.19.3 Products, Services and Solutions 71 3.19.4 Astute Solutions Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 71 3.19.5 Recent Developments 72 3.20 IDEAL.com 72 3.20.1 Company Profile 72 3.20.2 Main Business/Business Overview 73 3.20.3 Products, Services and Solutions 73 3.20.4 IDEAL.com Artificial Intelligence Software System Revenue (Million USD) (2016-2017) 73 3.20.5 Recent Developments 74 3.21 Wipro 74 3.21.1 Company Profile 74 3.21.2 Main Business/Business Overview 75 3.21.3 Products, Services and Solutions 75 3.21.4 Wipro Artificial Intelligence Software Revenue (Million USD) (2016-2017) 76 4 Global Artificial Intelligence Software System Market Size by Product and Application (2013-2018) 77 4.1 Global Artificial Intelligence Software System Market Size by Product (2013-2018) 77 4.2 Global Artificial Intelligence Software System Market Size by Application (2013-2018) 78 4.3 Potential Application of Artificial Intelligence Software System in Future 79 4.4 Top Consumer / End Users of Artificial Intelligence Software System 81 5 United States Artificial Intelligence Software System Development Status and Outlook 83 5.1 United States Artificial Intelligence Software System Market Size (2013-2018) 83 5.2 United States Artificial Intelligence Software System Market Size and Market Share by Players (2016-2017) 83 5.3 United States Artificial Intelligence Software System Market Size by Application (2013-2018) 85 6 EU Artificial Intelligence Software System Development Status and Outlook 87 6.1 EU Artificial Intelligence Software System Market Size (2013-2018) 87 6.2 EU Artificial Intelligence Software System Market Size and Market Share by Players (2013-2018) 87 6.3 EU Artificial Intelligence Software System Market Size by Application (2013-2018) 89 7 Japan Artificial Intelligence Software System Development Status and Outlook 91 7.1 Japan Artificial Intelligence Software System Market Size (2013-2018) 91 7.2 Japan Artificial Intelligence Software System Market Size and Market Share by Players (2013-2018) 91 7.3 Japan Artificial Intelligence Software System Market Size by Application (2013-2018) 93 8 China Artificial Intelligence Software System Development Status and Outlook 94 8.1 China Artificial Intelligence Software System Market Size and Forecast (2013-2018) 94 8.2 China Artificial Intelligence Software System Market Size and Market Share by Players (2013-2018) 94 8.3 China Artificial Intelligence Software System Market Size by Application (2013-2018) 96 9 India Artificial Intelligence Software System Development Status and Outlook 97 9.1 India Artificial Intelligence Software System Market Size and Forecast (2013-2018) 97 9.2 India Artificial Intelligence Software System Market Size and Market Share by Players (2013-2018) 97 9.3 India Artificial Intelligence Software System Market Size by Application (2013-2018) 99 10 Southeast Asia Artificial Intelligence Software System Development Status and Outlook 100 10.1 Southeast Asia Artificial Intelligence Software System Market Size and Forecast (2013-2018) 100 10.2 Southeast Asia Artificial Intelligence Software System Market Size and Market Share by Players (2013-2018) 100 10.3 Southeast Asia Artificial Intelligence Software System Market Size by Application (2013-2018) 102 11 Market Forecast by Regions, Product and Application (2018-2025) 103 11.1 Global Artificial Intelligence Software System Market Size (Million USD) by Regions (2018-2025) 103 11.1.1 United States Artificial Intelligence Software System Revenue and Growth Rate (2018-2025) 105 11.1.2 EU Artificial Intelligence Software System Revenue and Growth Rate (2018-2025) 106 11.1.3 China Artificial Intelligence Software System Revenue and Growth Rate (2018-2025) 107 11.1.4 Japan Artificial Intelligence Software System Revenue and Growth Rate (2018-2025) 108 11.1.5 Southeast Asia Artificial Intelligence Software System Revenue and Growth Rate (2018-2025) 109 11.1.6 India Artificial Intelligence Software System Revenue and Growth Rate (2018-2025) 110 11.2 Global Artificial Intelligence Software System Market Size by Application (2018-2025) 110 11.3 Global Artificial Intelligence Software System Market Size by Product (2018-2025) 111 12 Artificial Intelligence Software System Market Dynamics 113 12.1 Artificial Intelligence Software System Market Opportunities 113 12.2 Artificial Intelligence Software System Challenge and Risk 113 12.2.1 Competition from Opponents 113 12.2.2 Downside Risks of Economy 114 12.3 Artificial Intelligence Software Market Constraints and Threat 115 12.3.1 Threat from Substitute 115 12.3.2 Government Policy 115 12.3.3 Technology Risks 115 12.4 Artificial Intelligence Software Market Driving Force 115 12.4.1 Growing Demand from Emerging Markets 115 12.4.2 Potential Application 116 13 Market Effect Factors Analysis 120 13.1 Technology Progress/Risk 120 13.1.1 Substitutes 120 13.1.2 Technology Progress in Related Industry 120 13.2 Consumer Needs Trend/Customer Preference 120 13.3 External Environmental Change 120 13.3.1 North America Economy Analysis 121 13.3.2 Asia Pacific Economy Analysis 123 13.3.3 Europe Economy Analysis 124 13.3.4 China Economy Analysis 124 14 Research Finding /Conclusion 126 15 Methodology and Data Source 127 15.1 Methodology/Research Approach 127 15.1.1 Research Programs/Design 127 15.1.2 Market Size Estimation 128 15.1.3 Market Breakdown and Data Triangulation 129 15.2 Data Source 130 15.2.1 Secondary Sources 130 15.2.2 Primary Sources 131 15.3 Disclaimer 132 15.4 Author List 133
List of Tables and Figures Figure Global Artificial Intelligence Software System Market Size (Million USD) Status and Outlook (2013-2025) 2 Table Global Market Artificial Intelligence Software System Revenue (Million USD) Comparison by Regions 2013-2025 2 Figure United States Artificial Intelligence Software System Market Size (Million USD) and Growth Rate (2013-2018) 3 Figure EU Artificial Intelligence Software System Market Size (Million USD) and Growth Rate (2013-2018) 4 Figure Japan Artificial Intelligence Software System Market Size (Million USD) and Growth Rate (2013-2018) 5 Figure China Artificial Intelligence Software System Market Size (Million USD) and Growth Rate (2013-2018) 6 Figure India Artificial Intelligence Software System Market Size (Million USD) and Growth Rate (2013-2018) 7 Figure Southeast Asia Artificial Intelligence Software System Market Size (Million USD) and Growth Rate (2013-2018) 8 Table Global Artificial Intelligence Software System Revenue (Million USD) and Growth Rate Comparison by Product (2013-2025) 8 Figure Global Artificial Intelligence Software System Revenue Market Share by Product in 2017 9 Figure On-Premise Market Size (Million USD) and Growth Rate (2013-2018) 10 Figure Cloud-based Market Size (Million USD) and Growth Rate (2013-2018) 11 Table Global Artificial Intelligence Software System Market Size (Million USD) Comparison by Application (2013-2025) 11 Figure Global Artificial Intelligence Software System Market Share by Application in 2017 12 Figure Artificial Intelligence Software System Market Size (Million USD) and Growth Rate in Voice Processing (2013-2018) 12 Figure Artificial Intelligence Software System Market Size (Million USD) and Growth Rate in Text Processing (2013-2018) 13 Figure Artificial Intelligence Software System Market Size (Million USD) and Growth Rate in Image Processing (2013-2018) 14 Table Global Artificial Intelligence Software System Revenue (Million USD) by Players (2016-2017) 15 Table Global Artificial Intelligence Software System Revenue Market Share by Players (2016-2017) 16 Figure Global Artificial Intelligence Software System Market Size Share by Players in 2017 17 Figure Global Top 3 Players Artificial Intelligence Software System Market Share in 2017 18 Figure Global Top 5 Players Artificial Intelligence Software System Market Share in 2017 19 Table Google Basic Information List 25 Figure Machine Vision Archetype with Dynamic Computation Graphs 26 Table Artificial Intelligence Software System Business Revenue of Google (2016-2017) 27 Table Baidu Basic Information List 27 Table Artificial Intelligence Software System Business Revenue of Baidu (2016-2017) 29 Table IBM Basic Information List 30 Table Artificial Intelligence Software System Business Revenue of IBM (2016-2017) 32 Table Microsoft Basic Information List 32 Table Artificial Intelligence Software System Business Revenue of Microsoft (2016-2017) 35 Table SAP Basic Information List 36 Table Artificial Intelligence Software System Business Revenue of SAP (2016-2017) 38 Table Intel Basic Information List 39 Table Artificial Intelligence Software System Business Revenue of Intel (2016-2017) 40 Table Salesforce Basic Information List 41 Table Artificial Intelligence Software System Business Revenue of Salesforce (2016-2017) 43 Table Brighterion Basic Information List 44 Table Artificial Intelligence Software System Business Revenue of Brighterion (2016-2017) 46 Table KITT.AI Basic Information List 47 Table Artificial Intelligence Software System Business Revenue of KITT.AI (2016-2017) 49 Table IFlyTek Basic Information List 50 Table Artificial Intelligence Software System Business Revenue of IFlyTek (2016-2017) 52 Table Megvii Technology Basic Information List 52 Table Artificial Intelligence Software System Business Revenue of Megvii Technology (2016-2017) 55 Table Albert Technologies Basic Information List 55 Table Artificial Intelligence Software System Business Revenue of Albert Technologies (2016-2017) 57 Table H2O.ai Basic Information List 58 Table Artificial Intelligence Software System Business Revenue of H2O.ai (2016-2017) 59 Table Brainasoft Basic Information List 60 Table Artificial Intelligence Software System Business Revenue of Brainasoft (2016-2017) 62 Table Yseop Basic Information List 62 Table Artificial Intelligence Software System Business Revenue of Yseop (2016-2017) 63 Table Ipsoft Basic Information List 64 Table Artificial Intelligence Software System Business Revenue of Ipsoft (2016-2017) 65 Table NanoRep(LogMeIn) Basic Information List 65 Table Artificial Intelligence Software System Business Revenue of NanoRep(LogMeIn) (2016-2017) 68 Table Ada Support Basic Information List 68 Table Artificial Intelligence Software System Business Revenue of Ada Support (2016-2017) 69 Table Astute Solutions Basic Information List 70 Table Artificial Intelligence Software System Business Revenue of Astute Solutions (2016-2017) 71 Table IDEAL.com Basic Information List 72 Table Artificial Intelligence Software System Business Revenue of IDEAL.com (2016-2017) 73 Table Wipro Basic Information List 74 Table Artificial Intelligence Software System Business Revenue of Wipro (2016-2017) 76 Table Global Artificial Intelligence Software System Market Size by Product (2013-2018) 77 Table Global Artificial Intelligence Software System Revenue Market Share by Product (2013-2018) 77 Figure Global Artificial Intelligence Software System Market Size Share by Product in 2017 78 Table Global Artificial Intelligence Software System Market Size by Application (2013-2018) 78 Table Global Artificial Intelligence Software System Revenue Market Share by Application (2013-2018) 78 Figure Global Artificial Intelligence Software System Market Size Share by Application in 2017 79 Table Top Consumer / End Users of Artificial Intelligence Software System 81 Figure United States Artificial Intelligence Software System Market Size and Growth Rate (2013-2018) 83 Table United States Artificial Intelligence Software System Market Size by Players (2016-2017) 83 Table United States Artificial Intelligence Software System Market Size Share by Players (2016-2017) 84 Figure United States Artificial Intelligence Software System Market Size Share by Players in 2017 85 Table United States Artificial Intelligence Software System Market Size by Application (2013-2018) 85 Table United States Artificial Intelligence Software System Revenue Market Share by Application (2013-2018) 86 Figure United States Artificial Intelligence Software System Market Size Share by Application in 2017 86 Figure EU Artificial Intelligence Software System Market Size and Growth Rate by Regions (2013-2018) 87 Table EU Artificial Intelligence Software System Market Size by Players (2016-2017) 87 Table EU Artificial Intelligence Software System Market Size Share by Players (2016-2017) 88 Figure EU Artificial Intelligence Software System Market Size Share by Players in 2017 89 Table EU Artificial Intelligence Software System Market Size by Application (2013-2018) 89 Table EU Artificial Intelligence Software System Revenue Market Share by Application (2013-2018) 89 Figure EU Artificial Intelligence Software System Market Size Share by Application in 2017 90 Figure Japan Artificial Intelligence Software System Market Size and Growth Rate by Regions (2013-2018) 91 Table Japan Artificial Intelligence Software System Market Size by Players (2016-2017) 91 Table Japan Artificial Intelligence Software System Market Size Share by Players (2016-2017) 92 Figure Japan Artificial Intelligence Software System Market Size Share by Players in 2017 92 Table Japan Artificial Intelligence Software System Market Size by Application (2013-2018) 93 Table Japan Artificial Intelligence Software System Revenue Market Share by Application (2013-2018) 93 Figure Japan Artificial Intelligence Software System Market Size Share by Application in 2017 93 Figure China Artificial Intelligence Software System Market Size and Growth Rate by Regions (2013-2018) 94 Table China Artificial Intelligence Software System Market Size by Players (2016-2017) 94 Table China Artificial Intelligence Software System Market Size Share by Players (2016-2017) 95 Figure China Artificial Intelligence Software System Market Size Share by Players in 2017 95 Table China Artificial Intelligence Software System Market Size by Application (2013-2018) 96 Table China Artificial Intelligence Software System Revenue Market Share by Application (2013-2018) 96 Figure China Artificial Intelligence Software System Market Size Share by Application in 2017 96 Figure India Artificial Intelligence Software System Market Size and Growth Rate by Regions (2013-2018) 97 Table India Artificial Intelligence Software System Market Size by Players (2016-2017) 97 Table India Artificial Intelligence Software System Market Size Share by Players w2016-2017) 98 Figure India Artificial Intelligence Software System Market Size Share by Players in 2017 98 Table India Artificial Intelligence Software System Market Size by Application (2013-2018) 99 Table India Artificial Intelligence Software System Revenue Market Share by Application (2013-2018) 99 Figure India Artificial Intelligence Software System Market Size Share by Application in 2017 99 Figure Southeast Asia Artificial Intelligence Software System Market Size and Growth Rate by Regions (2013-2018) 100 Table Southeast Asia Artificial Intelligence Software System Market Size by Players (2016-2017) 100 Table Southeast Asia Artificial Intelligence Software System Market Size Share by Players (2016-2017) 101 Figure Southeast Asia Artificial Intelligence Software System Market Size Share by Players in 2017 101 Table Southeast Asia Artificial Intelligence Software System Market Size by Application (2013-2018) 102 Figure Southeast Asia Artificial Intelligence Software System Revenue Market Share by Application (2013-2018) 102 Figure Southeast Asia Artificial Intelligence Software System Market Size Share by Application in 2017 102 Figure Global Artificial Intelligence Software System Market Size and Growth Rate (Value) (2018-2025) 103 Table Global Artificial Intelligence Software System Market Size by Regions (2018-2025) 103 Table Global Artificial Intelligence Software System Market Size Share by Regions (2018-2025) 104 Figure Global Artificial Intelligence Software System Market Size Share by Regions in 2025 104 Figure United States Artificial Intelligence Software System Revenue (Million USD) and Growth Rate (2018-2025) 105 Figure EU Artificial Intelligence Software System Revenue (Million USD) and Growth Rate (2018-2025) 106 Figure China Artificial Intelligence Software System Revenue (Million USD) and Growth Rate (2018-2025) 107 Figure Japan Artificial Intelligence Software System Revenue (Million USD) and Growth Rate (2018-2025) 108 Figure Southeast Asia Artificial Intelligence Software System Revenue (Million USD) and Growth Rate (2018-2025) 109 Figure India Artificial Intelligence Software System Revenue (Million USD) and Growth Rate (2018-2025) 110 Table Global Artificial Intelligence Software System Market Size by Application (2018-2025) 110 Table Global Artificial Intelligence Software System Market Size by Application (2018-2025) 111 Figure Global Artificial Intelligence Software System Market Size by Application in 2025 111 Table Global Artificial Intelligence Software System Market Size by Product (2018-2025) 111 Table Global Artificial Intelligence Software System Market Size Share by Product (2018-2025) 112 Figure Global Artificial Intelligence Software System Market Size by Product in 2025 112 Figure World Real GDP Growth Rate Map 121 Table Major Region Real GDP Growth Rate (%) 121 Figure US GDP Development in 2006-2016 122 Table of US GDP Development Status 122 Table Research Programs/Design for This Report 127 Figure Bottom-up and Top-down Approaches for This Report 129 Figure Data Triangulation 130 Table Key Data Information from Secondary Sources 131 Table Key Data Information from Primary Sources 132
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