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市場調查報告書

文本·分析(文章分析)的全球市場: 市場分析,市場機會,市場佔有率,及未來預測

Global Text Analytics Market Insights, Opportunity Analysis, Market Shares and Forecast, 2016 - 2022

出版商 Occams Business Research & Consulting Pvt. Ltd. 商品編碼 382915
出版日期 內容資訊 英文 140 Pages
商品交期: 請詢問到貨日
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文本·分析(文章分析)的全球市場: 市場分析,市場機會,市場佔有率,及未來預測 Global Text Analytics Market Insights, Opportunity Analysis, Market Shares and Forecast, 2016 - 2022
出版日期: 2016年10月31日 內容資訊: 英文 140 Pages
簡介

本報告涵括文本·分析(文章分析)的全球市場,總括性檢驗推動市場成長要素,阻礙因素,市場機會,市場競爭情形等,並進行目前市場方案分析與今後的市場預測。

第1章 序論

  • 摘要整理
  • 市場評估手法

第2章 市場概要

  • 市場定義及範圍
  • 重要的調查結果
  • 參數分析
  • 市場真相
  • 市場競爭情形
  • 波特的五力分析模型
  • 主要購買標準
  • 策略性建議
  • 策略性結論

第3章 市場決策要素

  • 推動市場成長要素
  • 阻礙市場成長要素
  • 市場機會
  • 市場課題

第4章 市場領域分析

  • 母市場
  • 子市場
  • 替代市場

第5章 市場分類

  • 各用途文本·分析全球市場分析
    • 競爭情報(競爭力資訊分析) 用文本·分析全球市場
    • 顧客關係管理用文本·分析全球市場
    • 文本預測分析全球市場
    • 詐騙·違法行為檢測用文本·分析全球市場
    • 品牌評價分析用文本·分析全球市場
  • 引進模式別文本·分析全球市場分析
    • 內部部署方式文本·分析全球市場
    • 雲端方式文本·分析全球市場
  • 終端用戶別文本·分析全球市場分析
    • 日用品(FMCG) 產業的文本·分析全球市場
    • BFSI (銀行,金融服務,保險) 產業的文本·分析全球市場
    • 醫療及醫藥品產業的文本·分析全球市場
    • 電訊產業的文本·分析全球市場
    • 政府機關文本·分析全球市場
    • 零售產業的文本·分析全球市場
  • 各技術文本·分析全球市場分析
    • 巨量資料·分析技術應用文本·分析全球市場
    • 預測的分析技術應用文本·分析全球市場
    • 同類文本叢集技術應用文本·分析全球市場
    • 網頁探勘技術應用文本·分析全球市場

第6章 各地區市場分析

  • 北美的文本·分析市場
    • 美國的文本·分析市場
    • 加拿大的文本·分析市場
  • 歐洲的文本·分析市場
    • 英國的文本·分析市場
    • 法國的文本·分析市場
    • 德國的文本·分析市場
    • 西班牙的文本·分析市場
    • 義大利的文本·分析市場
    • 其他的歐洲各國的文本·分析市場
  • 亞太地區的文本·分析市場
    • 印度的文本·分析市場
    • 中國的文本·分析市場
    • 日本的文本·分析市場
    • 其他的亞太地區各國的文本·分析市場
  • 其他地區的文本·分析市場
    • 南美的文本·分析市場
    • 中東·北非地區的文本·分析市場
    • 非洲的文本·分析市場

第7章 主要企業簡介 (公司概要,SCOT分析,策略檢討)

目錄
Product Code: ISO-3931116

Text analytics is the procedure that analyzes formless text, take out related information, and convert it into ordered information that can be leveraged in various ways. Unstructured data is omnipresent in blogs, tweets, call centers, online news etc, and companies are quickly accepting the text analytics expertise to achieve an insight into this information, and gain competitive benefit. The global text analytics market value was USD 2.65 billion in 2015 and it is expected to growa CAGR of 17.7 % during 2016-2022. Additionally, growing adoption of social media analytics is also anticipated to be a key factor driving the text analytics market growth. Growing adoption of text analytics methods into a business analytics software tools to help organizations analyze data is also anticipated to fuel market growth. However, expensive analytic software and lack of awareness among stakeholders may pose a hurdle to the text analytics market development in the future years. The need to collective and explore textual data so as to achieve new insights by combining industry knowledge, technology and work that drive business results is likely to drive the global text analytics market growth in the future years.

Segmentation of global text analytics market is done on the basis of applications, deployment model, technology, end user and geography. On the basis of deployment model market is segmented into on-premise model and cloud based model. In-spite of on-premise model being costly, it is being chosen by several government organizations in its place of cloud based model due to the safety concerns in the cloud technology. On the basis of technology market is segmented into text clustering, predictive analytics, big data analytics, and web mining. Web mining segment is projected to grow at its faster pace as it delivers leisure of analyzing the real-time data which is on internet. On The basis of application market is segmented into predictive analytics, fraud detection, customer relationship management, predictive analytics, fraud detection predictive analytics, fraud detection competitive intelligence, and brand reputation. On the basis of end user market is segmented into fast moving consumer goods (FMCG), banking financial services and insurance (BFSI), healthcare and pharmaceuticals, telecommunication, government and retail.

Segmentation of global text analytics market by geography is done into Asia Pacific, Europe, North America and Rest of the World. North America is projected to hold the major market share of the text analytics market in the future years, followed by Europe and APAC. North America is speedily deploying the text analytics explanation owing to the energetic market atmosphere. MEA and Latin America regions are also observing a record growth in representing and accepting text analytics solution.

Major players in the text analytics market include, Angoss Software Corporation, Basis Technology Corporation, Lexalytics, Inc, Microsoft Corporation, Opentext Corporation, Predixion Software, Rapidminer, Inc., SAP SE and SAS Institute, Inc. etc. Players focus on embedding text analytics abilities such as natural language processing across many enterprise applications ranging from consumer service to market study to social media monitoring. Companies are adopting many strategies such as innovation in their technology, new software development and merger & acquisition to capture high market share in the market.

TABLE OF CONTENTS

1. INTRODUCTION

  • 1.1. EXECUTIVE SUMMARY
  • 1.2. ESTIMATION METHODOLOGY

2. MARKET OVERVIEW

  • 2.1. MARKET DEFINITION AND SCOPE
  • 2.2. KEY FINDINGS
  • 2.3. PARAMETRIC ANALYSIS
  • 2.4. KEY MARKET INSIGHTS
    • 2.4.1. TOP EMERGING COUNTRIES
    • 2.4.2. TOP REVENUE GENERATING SEGMENTS
    • 2.4.3. TOP GROWING MARKETS AND EMERGING TRENDS
    • 2.4.4. TOP GEOGRAPHY
  • 2.5. COMPETITIVE LANDSCAPE
    • 2.5.1. MARKET SHARE ANALYSIS
    • 2.5.2. TOP WINNING STRATEGIES
    • 2.5.3. CASE STUDIES: TOP COMPETITIVE MOVES
  • 2.6. PORTER'S FIVE FORCE MODEL
    • 2.6.1. THREAT OF NEW ENTRANTS
    • 2.6.2. THREAT OF SUBSTITUTE PRODUCTS OR SERVICES
    • 2.6.3. BARGAINING POWER OF BUYER
    • 2.6.4. BARGAINING POWER OF SUPPLIER
    • 2.6.5. INTENSITY OF COMPETITIVE RIVALRY
  • 2.7. KEY BUYING CRITERIA
  • 2.8. STRATEGIC RECOMMENDATION
  • 2.9. STRATEGIC CONCLUSIONS

3. MARKET DETERMINANTS

  • 3.1. MARKET DRIVERS
    • 3.1.1. GROWING NEED OF SOCIAL MEDIA ANALYTICS
    • 3.1.2. RISE IN INDUSTRY-SPECIFIC TEXT ANALYTICS APPLICATIONS
    • 3.1.3. EMERGENCE OF MULTILINGUAL TEXT ANALYTICS TO BREAK THE LANGUAGE BARRIER
  • 3.2. MARKET RESTRAINTS
    • 3.2.1. LACK OF END USE AWARENESS AND SOFTWARE HANDLING
  • 3.3. MARKET OPPORTUNITIES
    • 3.3.1. CONVERGENCE OF TEXT ANALYTICS WITHWITH BIG DATA
    • 3.3.2. ADDED ADVANTAGE OF PREDICTIVE ANALYTICS
  • 3.4. MARKET CHALLENGES
    • 3.4.1. ACHIEVING CONSISTENT INTERPRETATION
    • 3.4.2. HIGH COST TEXT ANALYTICS SOFTWARE

4. SECTOR ANALYSIS

  • 4.1. PARENT MARKET
  • 4.2. SUB SEGMENT
  • 4.3. ALTERNATIVE MARKET

5. MARKET SEGMENTATION

  • 5.1. GLOBAL TEXT ANALYTICS MARKET BYBY APPLICATION 2014-2022 ,($ MILLION)
    • 5.1.1. GLOBAL TEXT ANALYTICS COMPETITIVE INTELLIGENCE MARKET BYBY GEOGRAPHY ,2014 - 2022 ($ MILLION)
    • 5.1.2. GLOBAL TEXT ANALYTICS CUSTOMER RELATIONSHIP MANAGEMENT MARKET BY GEOGRAPHY, 2014 - 2022 ($ MILLION)
    • 5.1.3. GLOBAL TEXT PREDICTIVE ANALYTICS MARKET BYBY GEOGRAPHY, 2014 - 2022 ($ MILLION)
    • 5.1.4. GLOBAL TEXT ANALYTICS FRAUD DETECTIONDETECTION MARKET BYBY GEOGRAPHY ,2014 - 2022 ($ MILLION)
    • 5.1.5. GLOBAL TEXT ANALYTICS BRAND REPUTATION MARKET BYBY GEOGRAPHY ,2014 - 2022 ($ MILLION)
  • 5.2. GLOBAL TEXT ANALYTICS MARKET BYBY DEPLOYMENT MODE 2014-2022 ,($ MILLION)
    • 5.2.1. GLOBAL TEXT ANALYTICS ON-PREMISES MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
    • 5.2.2. GLOBAL TEXT ANALYTICS CLOUD MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • 5.3. GLOBAL TEXT ANALYTICS MARKET BYBY END USER, 2014-2022 ,($ MILLION)
    • 5.3.1. GLOBAL TEXT ANALYTICS FAST MOVING CONSUMER GOODS (FMCG) MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
    • 5.3.2. GLOBAL TEXT ANALYTICS BANKING FINANCIAL SERVICES AND INSURANCE (BFSI)MARKET BYBY GEOGRAPHY, 2014-2022, ($ MILLION)
    • 5.3.3. GLOBAL TEXT ANALYTICS HEALTHCARE AND PHARMACEUTICALS MARKET BYBY GEOGRAPHY, 2014-2022 ,($ MILLION)
    • 5.3.4. GLOBAL TEXT ANALYTICS TELECOMMUNICATION MARKET BYBY GEOGRAPHY, 2014-2022 ,($ MILLION)
    • 5.3.5. GLOBAL TEXT ANALYTICS GOVERNMENT MARKET BYBY GEOGRAPHY, 2014-2022 ,($ MILLION)
    • 5.3.6. GLOBAL TEXT ANALYTICS RETAIL MARKET BYBY GEOGRAPHY, 2014-2022 ,($ MILLION)
  • 5.4. GLOBAL TEXT ANALYTICS MARKET BYBY TECHNOLOGY, 2014-2022 ,($ MILLION)
    • 5.4.1. GLOBAL TEXT ANALYTICS BIG DATA ANALYTICS MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
    • 5.4.2. GLOBAL TEXT ANALYTICS PREDICTIVEPREDICTIVE ANALYTICS MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
    • 5.4.3. GLOBAL TEXT ANALYTICS TEXT CLUSTERING MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
    • 5.4.4. GLOBAL TEXT ANALYTICS WEB MINING MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)

6. GEOGRAPHICAL ANALYSIS

  • 6.1. NORTH AMERICA TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
    • 6.1.1. UNITED STATES (U.S.) TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
    • 6.1.2. CANADA TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • 6.2. EUROPE TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
    • 6.2.1. UNITED KINGDOM (UK) TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
    • 6.2.2. FRANCE TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
    • 6.2.3. GERMANY TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
    • 6.2.4. SPAIN TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
    • 6.2.5. ITALY TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
    • 6.2.6. ROE TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
  • 6.3. ASIA PACIFIC TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
    • 6.3.1. INDIA TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
    • 6.3.2. CHINA TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
    • 6.3.3. JAPAN TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
    • 6.3.4. ROAPAC TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
  • 6.4. REST OF THE WORLD TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
    • 6.4.1. LATIN AMERICA TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
    • 6.4.2. MENA TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
    • 6.4.3. AFRICA TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)

7. COMPANY PROFILESING: - (OVER, SCOT ANALYSIS, STRATEGIC REVIEW)

  • 7.1. ANGOSS SOFTWARE CORPORATION
  • 7.2. BASIS TECHNOLOGY CORPORATION
  • 7.3. CLARABRIDGE, INC.
  • 7.4. INTERNATIONAL BUSINESS MACHINES (IBM) CORPORATION
  • 7.5. JIVE
  • 7.6. KANA
  • 7.7. LEXALYTICS, INC
  • 7.8. MICROSOFT CORPORATION,
  • 7.9. NETBASE SOLUTION
  • 7.10. OPENTEXTOPENTEXT CORPORATION
  • 7.11. PREDIXION SOFTWARE
  • 7.12. RAPIDMINER, INC.
  • 7.13. SAP SE
  • 7.14. SAS INSTITUTE, INC.
  • 7.15. UNMETRIC

LIST OF TABLES

  • TABLE 1. GLOBAL TEXT ANALYTICS MARKET BYBY APPLICATION 2014-2022 ,($ MILLION)
  • TABLE 2. GLOBAL TEXT ANALYTICS COMPETITIVE INTELLIGENCE MARKET BYBY GEOGRAPHY ,2014 - 2022 ($ MILLION)
  • TABLE 3. GLOBAL TEXT ANALYTICS CUSTOMER RELATIONSHIP MANAGEMENTMANAGEMENT MARKET BY GEOGRAPHY, 2014 - 2022 ($ MILLION)
  • TABLE 4. GLOBAL TEXT PREDICTIVE ANALYTICS MARKET BYBY GEOGRAPHY, 2014 - 2022 ($ MILLION)
  • TABLE 5. GLOBAL TEXT ANALYTICS FRAUD DETECTIONDETECTION MARKET BYBY GEOGRAPHY ,2014 - 2022 ($ MILLION)
  • TABLE 6. GLOBAL TEXT ANALYTICS BRAND REPUTATION MARKET BYBY GEOGRAPHY ,2014 - 2022 ($ MILLION)
  • TABLE 7. GLOBAL TEXT ANALYTICS MARKET BYBY DEPLOYMENT MODE 2014-2022 ,($ MILLION)
  • TABLE 8. GLOBAL TEXT ANALYTICS ON-PREMISES MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • TABLE 9. GLOBAL TEXT ANALYTICS CLOUD MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • TABLE 10. GLOBAL TEXT ANALYTICS MARKET BYBY END USER, 2014-2022 ,($ MILLION)
  • TABLE 11. GLOBAL TEXT ANALYTICS FAST MOVING CONSUMER GOODS (FMCG) MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • TABLE 12. GLOBAL TEXT ANALYTICS BANKING FINANCIAL SERVICES AND INSURANCE (BFSI)MARKET BYBY GEOGRAPHY , 2014-2022 ,($MILLION)
  • TABLE 13. GLOBAL TEXT ANALYTICS HEALTHCARE AND PHARMACEUTICALS MARKET BYBY GEOGRAPHY, 2014-2022 ,($ MILLION)
  • TABLE 14. GLOBAL TEXT ANALYTICS TELECOMMUNICATION MARKET BYBY GEOGRAPHY, 2014-2022 ,($ MILLION)
  • TABLE 15. GLOBAL TEXT ANALYTICS GOVERNMENT MARKET BYBY GEOGRAPHY, 2014-2022 ,($ MILLION)
  • TABLE 16. GLOBAL TEXT ANALYTICS RETAIL MARKET BYBY GEOGRAPHY, 2014-2022 ,($ MILLION)
  • TABLE 17. GLOBAL TEXT ANALYTICS MARKET BYBY TECHNOLOGY, 2014-2022 ,($ MILLION)
  • TABLE 18. GLOBAL TEXT ANALYTICS BIG DATA ANALYTICS MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • TABLE 19. GLOBAL TEXT ANALYTICS PREDICTIVEPREDICTIVE ANALYTICS MARKET BY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • TABLE 20. GLOBAL TEXT ANALYTICS TEXT CLUSTERING MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • TABLE 21. GLOBAL TEXT ANALYTICS WEB MINING MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • TABLE 22. NORTH AMERICA TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
  • TABLE 23. EUROPE TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
  • TABLE 24. ASIA PACIFIC TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • TABLE 25. REST OF THE WORLD TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)

LIST OF FIGURES

  • FIGURE 1. GLOBAL TEXT ANALYTICS COMPETITIVE INTELLIGENCE MARKET ,2014 - 2022 ($ MILLION)
  • FIGURE 2. GLOBAL TEXT ANALYTICS CUSTOMER RELATIONSHIP MANAGEMENTMANAGEMENT MARKET, 2014 - 2022 ($ MILLION)
  • FIGURE 3. GLOBAL TEXT PREDICTIVE ANALYTICS MARKET, 2014 - 2022 ($ MILLION)
  • FIGURE 4. GLOBAL TEXT ANALYTICS FRAUD DETECTIONDETECTION MARKET ,2014 - 2022 ($ MILLION)
  • FIGURE 5. GLOBAL TEXT ANALYTICS BRAND REPUTATION MARKET ,2014 - 2022 ($ MILLION)
  • FIGURE 6. GLOBAL TEXT ANALYTICS ON-PREMISES MARKET, 2014-2022 ,($ MILLION)
  • FIGURE 7. GLOBAL TEXT ANALYTICS CLOUD MARKET, 2014-2022 ,($ MILLION)
  • FIGURE 8. GLOBAL TEXT ANALYTICS FAST MOVING CONSUMER GOODS (FMCG) MARKET, 2014-2022 ,($ MILLION)
  • FIGURE 9. GLOBAL TEXT ANALYTICS BANKING FINANCIAL SERVICES AND INSURANCE (BFSI)MARKET, 2014-2022 ,($ MILLION)
  • FIGURE 10. GLOBAL TEXT ANALYTICS HEALTHCARE AND PHARMACEUTICALS MARKET, 2014-2022 ,($M ILLION)
  • FIGURE 11. GLOBAL TEXT ANALYTICS TELECOMMUNICATION MARKET, 2014-2022 ,($ MILLION)
  • FIGURE 12. GLOBAL TEXT ANALYTICS GOVERNMENT MARKET, 2014-2022 ,($ MILLION)
  • FIGURE 13. GLOBAL TEXT ANALYTICS RETAIL MARKET, 2014-2022 , ($ MILLION)
  • FIGURE 14. GLOBAL TEXT ANALYTICS BIG DATA ANALYTICS MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • FIGURE 15. GLOBAL TEXT ANALYTICS PREDICTIVEPREDICTIVE ANALYTICS MARKET BY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • FIGURE 16. GLOBAL TEXT ANALYTICS TEXT CLUSTERING MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • FIGURE 17. GLOBAL TEXT ANALYTICS WEB MINING MARKET BYBY GEOGRAPHY , 2014-2022 ,($ MILLION)
  • FIGURE 18. NORTH AMERICA TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 19. UNITED STATES (U.S.) TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
  • FIGURE 20. CANADA TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 21. EUROPE TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 22. UNITED KINGDOM (UK) TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 23. FRANCE TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 24. GERMANY TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 25. SPAIN TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 26. ITALY TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 27. ROE TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 28. ASIA PACIFIC TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 29. INDIA TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
  • FIGURE 30. CHINA TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 31. JAPAN TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 32. KOREA TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 33. AUSTRALIA TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
  • FIGURE 34. ROAPAC TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 35. REST OF THE WORLD TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 36. LATIN AMERICA TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 37. MENA TEXT ANALYTICS MARKET, 2014-2022, ($ MILLION)
  • FIGURE 38. AFRICA TEXT ANALYTICS MARKET, 2014-2022 , ($ MILLION)
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