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市场调查报告书
商品编码
1484884

2024 年文字探勘世界市场报告

Text Mining Global Market Report 2024
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

文字探勘市场规模预计在未来几年将大幅成长。 2028年，将以20.4%的复合年增长率成长至148.2亿美元。预测期内的增长是由对非结构化文本源的高效资料提取和分析的需求不断增长、各个行业的扩张以及文字探勘与其他资料分析工具的集成以创建全面的数据驱动的。个关键驱动因素，包括更重视提供见解、客户经验管理和个人化策略，提高企业对文字探勘优势的认识，以及巨量资料分析能力的持续成长。预计影响预测期的主要趋势包括文本分类技术的进步、主题建模演算法的实施、文本资料的上下文理解的改进、适应不同语言需求的多语言文字探勘解决方案的开发、文本深度学习方法的持续进步。

数位化的进步已成为推动文字探勘市场成长的关键因素。数位化的特点是将类比资讯转换为数位格式，是简化流程、增强连结性并促进高效获取各领域资讯的基石。数位化的不断发展趋势可以透过将类比资料转换为机器可读的格式来对文字内容进行高级分析和提取，从而在高效的文字探勘工作中发挥着极其重要的作用。例如，中央数位资料办公室于 2023 年 11 月发布的见解显示，从 2022 年 4 月到 2023 年 4 月，政府数位资料专业将成长 19%，从而有效应对数位专业知识的庞大需求。这证实了数位化在推动文字探勘市场成长轨迹中的关键作用。

文字探勘市场的主要参与者在策略上专注于开发先进的解决方案，特别是先进的自然语言处理（NLP），以提高他们在市场上的竞争力。高级自然语言处理 (NLP) 在文字探勘工作中发挥关键作用，因为它可以透过实现更准确、高效和细緻的文本资料分析来增强文字探勘的能力。例如，总部位于比利时的领先资料科学公司 ONTOFORCE NV 宣布将于 2023 年 5 月部署先进的自然语言处理 (NLP) 功能，从生命科学领域的非结构化资料来源中提取有价值的见解。这项策略倡议符合 NLP 在行业中日益增长的重要性，该行业高达 80% 的资料以非结构化格式存储，为存取和分析带来了挑战。透过利用先进的 NLP 功能，企业可以从非结构化文字资料中提取有意义的见解，增强决策流程并推动不同领域的创新。

目录

第一章执行摘要

第二章 市场特点

第三章 市场趋势与策略

第四章宏观经济情景

  • 高通膨对市场的影响
  • 乌克兰与俄罗斯战争对市场的影响
  • COVID-19 对市场的影响

第五章世界市场规模与成长

  • 全球文字探勘市场：驱动因素与限制因素
    • 市场驱动因素
    • 市场限制因素
  • 全球文字探勘市场表现：规模与成长，2018-2023
  • 全球文字探勘市场预测：规模与成长，2023-2028，2033F

第六章 市场细分

  • 全球文字探勘市场：依产品分類的绩效与预测，2018-2023、2023-2028F、2033F
  • 本地
  • 云端基础
  • 全球文字探勘市场：按应用分類的表现与预测，2018-2023、2023-2028F、2033F
  • 资料分析与预测
  • 诈骗和垃圾邮件检测
  • 情报和执法
  • 客户关係管理（CRM）
  • 用于自然语言处理 (NLP) 的文字探勘
  • 用于情感分析的文字探勘
  • 全球文字探勘市场：依最终用途分類的实际情况与预测，2018-2023、2023-2028F、2033F
  • 卫生保健
  • 零售
  • 银行、金融服务和保险 (BFSI)
  • 政府
  • 媒体与娱乐
  • 其他最终用户

第 7 章 区域/国家分析

  • 全球文字探勘市场：依地区分類的表现与预测，2018-2023、2023-2028F、2033F
  • 全球文字探勘市场：按国家/地区分類的表现和预测，2018-2023、2023-2028F、2033F

第八章亚太市场

第九章 中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第14章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章 义大利市场

第20章 西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章加拿大市场

第26章 南美洲市场

第27章 巴西市场

第28章 中东市场

第29章 非洲市场

第三十章 竞争格局及公司概况

  • 文字探勘市场：竞争格局
  • 文字探勘市场：公司简介
    • Microsoft Corporation
    • International Business Machines Corporation
    • SAP SE
    • Capgemini SE
    • SAS Institute

第31章 其他大型创新企业

  • Confirmit
  • Basis Technology
  • Kingland Systems LLC
  • KNIME
  • Altair Engineering Inc.
  • RapidMiner
  • Bitext
  • Mozenda
  • InMoment
  • Semantic Web Company GmbH
  • Wonderflow
  • PrediCX
  • NextWealth Entrepreneurs Private Limited
  • Angoss Software Corporation
  • Averbis GmbH

第32章竞争基准化分析

第 33 章. 竞争对手仪表板

第三十四章 重大併购

第35章前瞻性与潜力分析

第36章附录

简介目录
Product Code: r17652

Text mining refers to the systematic process of extracting valuable insights and information from unstructured text data. This involves utilizing techniques such as natural language processing (NLP), machine learning, and statistical analysis to uncover patterns, trends, and relationships within extensive textual datasets. Key tasks facilitated by text mining include sentiment analysis, document categorization, and information retrieval.

The primary product types in text mining are on-premise and cloud-based solutions. On-premise text mining software is installed and operated on the organization's internal computers or servers, rather than being hosted on a remote facility or cloud service. These applications find application across various domains including data analysis and forecasting, fraud and spam detection, intelligence and law enforcement, customer relationship management (CRM), NLP-driven text mining, and sentiment analysis. End-users of text mining software span diverse sectors such as healthcare, retail, banking, financial services and insurance (BFSI), government, media and entertainment, among others.

The text mining market research report is one of a series of new reports from The Business Research Company that provides text mining market statistics, including text mining industry global market size, regional shares, competitors with a text mining market share, detailed text mining market segments, market trends and opportunities, and any further data you may need to thrive in the text mining industry. This text mining market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The text mining market size has grown exponentially in recent years. It will grow from $5.86 billion in 2023 to $7.05 billion in 2024 at a compound annual growth rate (CAGR) of 20.3%. The expansion witnessed in the historical period can be ascribed to several factors including the increasing need for data-driven decision-making across industries, advancements in machine learning algorithms, the integration of text mining capabilities with customer relationship management (CRM) systems, compliance with regulatory requirements, the rise of sentiment analysis techniques, and the adoption of text mining for fraud detection and risk management purposes.

The text mining market size is expected to see exponential growth in the next few years. It will grow to $14.82 billion in 2028 at a compound annual growth rate (CAGR) of 20.4%. The anticipated growth in the forecast period can be attributed to several key drivers, including the rising demand for efficient extraction and analysis of data from unstructured text sources, the expansion of various industries, the integration of text mining with other data analytics tools to provide comprehensive insights, a heightened focus on customer experience management and personalization strategies, increased awareness among enterprises regarding the benefits of text mining, and the continued growth of big data analytics capabilities. Key trends expected to shape the forecast period include advancements in text classification techniques, the implementation of topic modeling algorithms, improved contextual understanding of text data, the development of multilingual text mining solutions to cater to diverse language requirements, and ongoing advancements in deep learning methodologies for text analysis.

The upward trajectory of digitization is poised to be a significant driver propelling the growth of the text mining market in the foreseeable future. Digitization, characterized by the conversion of analog information into digital format, serves as a cornerstone for streamlining processes, enhancing connectivity, and facilitating efficient access to information across various sectors. The growing digitization trend plays a pivotal role in enabling efficient text mining endeavors by transforming analog data into machine-readable formats, thereby empowering advanced analysis and extraction of valuable insights from textual content. For instance, insights from the Central Digital and Data Office in November 2023 highlight a notable 19% expansion within the government's digital and data profession between April 2022 and April 2023, effectively meeting crucial demands for digital expertise. This underscores the pivotal role of digitization in propelling the growth trajectory of the text mining market.

Key players within the text mining market landscape are strategically focused on developing advanced solutions, notably advanced natural language processing (NLP), to gain a competitive edge in the market. Advanced NLP holds significant utility in text mining endeavors as it enhances text mining capabilities by enabling more accurate, efficient, and nuanced analysis of textual data. For instance, ONTOFORCE NV, a leading data science company based in Belgium, launched advanced Natural Language Processing (NLP) capabilities in May 2023 to unlock valuable insights from unstructured data sources in life sciences. This strategic initiative aligns with the increasing significance of NLP within the industry, where up to 80% of data is stored in unstructured formats, posing challenges for access and analysis. By leveraging advanced NLP capabilities, organizations can extract meaningful insights from unstructured textual data, thereby enhancing decision-making processes and driving innovation across diverse domains.

In December 2022, Babel Street Inc., a US-based provider of virtual data and intelligence solutions, acquired the text analytics platform Rosette from BasisTech LLC for an undisclosed sum. This strategic acquisition underscores Babel Street's dedication to delivering innovative solutions for identity intelligence and risk operations, tailored to the requirements of government and commercial institutions. BasisTech LLC, a US-based software development company, offers text mining capabilities as part of its text analytics platform.

Major companies operating in the text mining market are Microsoft Corporation, International Business Machines Corporation, SAP SE, Capgemini SE, SAS Institute, Confirmit, Basis Technology, Kingland Systems LLC, KNIME, Altair Engineering Inc., RapidMiner, Bitext, Mozenda, InMoment, Semantic Web Company GmbH, Wonderflow, PrediCX, NextWealth Entrepreneurs Private Limited, Angoss Software Corporation, Averbis GmbH, Netowl Inc., MeaningCloud, DeepOpinion, Funnel Science, SmatSocial

North America was the largest region in the text mining market in 2023. Asia Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the text mining market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the text mining market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The text mining market includes revenues earned by entities by providing services such as named entity recognition (NER), topic modeling, entity recognition, document summarization, and sentiment analysis. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Text Mining Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on text mining market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for text mining ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The text mining market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Product: On-premise; Cloud-based
  • 2) By Application: Data Analysis And Forecasting; Fraud Or Spam Detection; Intelligence And Law Enforcement; Customer Relationship Management (CRM); Text Mining For Natural Language Processing (NLP); Text Mining For Sentiment Analysis
  • 3) By End-Use: Healthcare; Retail; Banking, Financial Services And Insurance (BFSI); Government; Media And Entertainment; Other End Users
  • Companies Mentioned: Microsoft Corporation; International Business Machines Corporation; SAP SE; Capgemini SE; SAS Institute
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Text Mining Market Characteristics

3. Text Mining Market Trends And Strategies

4. Text Mining Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Text Mining Market Size and Growth

  • 5.1. Global Text Mining Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Text Mining Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Text Mining Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Text Mining Market Segmentation

  • 6.1. Global Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • On-premise
  • Cloud-based
  • 6.2. Global Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Data Analysis And Forecasting
  • Fraud Or Spam Detection
  • Intelligence And Law Enforcement
  • Customer Relationship Management (CRM)
  • Text Mining For Natural Language Processing (NLP)
  • Text Mining For Sentiment Analysis
  • 6.3. Global Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Healthcare
  • Retail
  • Banking, Financial Services And Insurance (BFSI)
  • Government
  • Media And Entertainment
  • Other End Users

7. Text Mining Market Regional And Country Analysis

  • 7.1. Global Text Mining Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Text Mining Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Text Mining Market

  • 8.1. Asia-Pacific Text Mining Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Text Mining Market

  • 9.1. China Text Mining Market Overview
  • 9.2. China Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Text Mining Market

  • 10.1. India Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Text Mining Market

  • 11.1. Japan Text Mining Market Overview
  • 11.2. Japan Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Text Mining Market

  • 12.1. Australia Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Text Mining Market

  • 13.1. Indonesia Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Text Mining Market

  • 14.1. South Korea Text Mining Market Overview
  • 14.2. South Korea Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Text Mining Market

  • 15.1. Western Europe Text Mining Market Overview
  • 15.2. Western Europe Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Text Mining Market

  • 16.1. UK Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Text Mining Market

  • 17.1. Germany Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Text Mining Market

  • 18.1. France Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Text Mining Market

  • 19.1. Italy Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Text Mining Market

  • 20.1. Spain Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Text Mining Market

  • 21.1. Eastern Europe Text Mining Market Overview
  • 21.2. Eastern Europe Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Text Mining Market

  • 22.1. Russia Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Text Mining Market

  • 23.1. North America Text Mining Market Overview
  • 23.2. North America Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Text Mining Market

  • 24.1. USA Text Mining Market Overview
  • 24.2. USA Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Text Mining Market

  • 25.1. Canada Text Mining Market Overview
  • 25.2. Canada Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Text Mining Market

  • 26.1. South America Text Mining Market Overview
  • 26.2. South America Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Text Mining Market

  • 27.1. Brazil Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Text Mining Market

  • 28.1. Middle East Text Mining Market Overview
  • 28.2. Middle East Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Text Mining Market

  • 29.1. Africa Text Mining Market Overview
  • 29.2. Africa Text Mining Market, Segmentation By Product, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Text Mining Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Text Mining Market, Segmentation By End-Use, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Text Mining Market Competitive Landscape And Company Profiles

  • 30.1. Text Mining Market Competitive Landscape
  • 30.2. Text Mining Market Company Profiles
    • 30.2.1. Microsoft Corporation
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. International Business Machines Corporation
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. SAP SE
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Capgemini SE
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. SAS Institute
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Text Mining Market Other Major And Innovative Companies

  • 31.1. Confirmit
  • 31.2. Basis Technology
  • 31.3. Kingland Systems LLC
  • 31.4. KNIME
  • 31.5. Altair Engineering Inc.
  • 31.6. RapidMiner
  • 31.7. Bitext
  • 31.8. Mozenda
  • 31.9. InMoment
  • 31.10. Semantic Web Company GmbH
  • 31.11. Wonderflow
  • 31.12. PrediCX
  • 31.13. NextWealth Entrepreneurs Private Limited
  • 31.14. Angoss Software Corporation
  • 31.15. Averbis GmbH

32. Global Text Mining Market Competitive Benchmarking

33. Global Text Mining Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Text Mining Market

35. Text Mining Market Future Outlook and Potential Analysis

  • 35.1 Text Mining Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Text Mining Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Text Mining Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer