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市場調查報告書
商品編碼
1484884

2024 年文字探勘世界市場報告

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個工作天內

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簡介目錄

文字探勘市場規模預計在未來幾年將大幅成長。 2028年，將以20.4%的複合年成長率成長至148.2億美元。預測期內的成長是由對非結構化文本源的高效資料提取和分析的需求不斷成長、各個行業的擴張以及文字探勘與其他資料分析工具的整合以創建全面的數據驅動的。個關鍵促進因素，包括更重視提供見解、客戶經驗管理和個人化策略，提高企業對文字探勘優勢的認知，以及巨量資料分析能力的持續成長。預計影響預測期的主要趨勢包括文本分類技術的進步、主題建模演算法的實施、文本資料的上下文理解的改進、適應不同語言需求的多語言文字探勘解決方案的開發、文本深度學習方法的持續進步。

數位化的進步已成為推動文字探勘市場成長的關鍵因素。數位化的特點是將類比資訊轉換為數位格式，是簡化流程、增強連結性並促進高效獲取各領域資訊的基石。數位化的不斷發展趨勢可以透過將類比資料轉換為機器可讀的格式來對文字內容進行高級分析和提取，從而在高效的文字探勘工作中發揮著極其重要的作用。例如，中央數位資料辦公室於 2023 年 11 月發布的見解顯示，從 2022 年 4 月到 2023 年 4 月，政府數位資料專業將成長 19%，從而有效應對數位專業知識的龐大需求。這證實了數位化在推動文字探勘市場成長軌跡中的關鍵作用。

文字探勘市場的主要參與者在策略上專注於開發先進的解決方案，特別是先進的自然語言處理（NLP），以提高他們在市場上的競爭力。高級自然語言處理 (NLP) 在文字探勘工作中發揮關鍵作用，因為它可以透過實現更準確、高效和細緻的文本資料分析來增強文字探勘的能力。例如，總部位於比利時的領先資料科學公司 ONTOFORCE NV 宣布將於 2023 年 5 月部署先進的自然語言處理 (NLP) 功能，從生命科學領域的非結構化資料來源中提取有價值的見解。這項策略舉措符合 NLP 在行業中日益成長的重要性，該行業高達 80% 的資料以非結構化格式存儲，為存取和分析帶來了挑戰。透過利用先進的 NLP 功能，企業可以從非結構化文字資料中提取有意義的見解，增強決策流程並推動不同領域的創新。

目錄

第1章執行摘要

第2章 市場特點

第3章 市場趨勢與策略

第4章宏觀經濟情景

  • 高通膨對市場的影響
  • 烏克蘭與俄羅斯戰爭對市場的影響
  • COVID-19 對市場的影響

第5章世界市場規模與成長

  • 全球文字探勘市場：促進因素與限制因素
    • 市場促進因素
    • 市場限制因素
  • 全球文字探勘市場表現：規模與成長，2018-2023
  • 全球文字探勘市場預測：規模與成長，2023-2028，2033F

第6章 市場細分

  • 全球文字探勘市場：依產品分類的績效與預測，2018-2023、2023-2028F、2033F
  • 本地
  • 雲端基礎
  • 全球文字探勘市場：按應用分類的表現與預測，2018-2023、2023-2028F、2033F
  • 資料分析與預測
  • 詐騙和垃圾郵件檢測
  • 情報和執法
  • 客戶關係管理（CRM）
  • 用於自然語言處理 (NLP) 的文字探勘
  • 用於情感分析的文字探勘
  • 全球文字探勘市場：依最終用途分類的實際情況與預測，2018-2023、2023-2028F、2033F
  • 衛生保健
  • 零售
  • 銀行、金融服務和保險 (BFSI)
  • 政府
  • 媒體與娛樂
  • 其他最終用戶

第 7 章 區域/國家分析

  • 全球文字探勘市場：依地區分類的表現與預測，2018-2023、2023-2028F、2033F
  • 全球文字探勘市場：按國家/地區分類的表現和預測，2018-2023、2023-2028F、2033F

第8章亞太市場

第9章 中國市場

第10章 印度市場

第11章 日本市場

第12章 澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章 德國市場

第18章 法國市場

第19章 義大利市場

第20章 西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章加拿大市場

第26章 南美洲市場

第27章 巴西市場

第28章 中東市場

第29章 非洲市場

第30章 競爭格局及公司概況

  • 文字探勘市場：競爭格局
  • 文字探勘市場：公司簡介
    • Microsoft Corporation
    • International Business Machines Corporation
    • SAP SE
    • Capgemini SE
    • SAS Institute

第31章 其他大型創新企業

  • 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章競爭基準化分析

第 33 章. 競爭對手儀表板

第34章 重大併購

第35章前瞻性與潛力分析

第36章附錄

簡介目錄
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