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テキストマイニングの世界市場レポート 2024年

Text Mining Global Market Report 2024

出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2~10営業日

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テキストマイニングの世界市場レポート 2024年
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2~10営業日
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  • 概要
  • 目次
概要

テキストマイニング市場規模は、今後数年で飛躍的な成長が見込まれます。2028年にはCAGR20.4%で148億2,000万米ドルに成長します。この予測期間における成長の背景には、非構造化テキストソースからの効率的なデータ抽出・分析に対する需要の高まり、さまざまな産業の拡大、テキストマイニングと他のデータ分析ツールとの統合による包括的な洞察の提供、カスタマーエクスペリエンス管理とパーソナライゼーション戦略への注目の高まり、テキストマイニングの利点に関する企業の意識の高まり、ビッグデータ分析機能の継続的な成長など、いくつかの主要な促進要因が考えられます。予測期間を形成すると予想される主な動向には、テキスト分類技術の発展、トピックモデリングアルゴリズムの実装、テキストデータの文脈理解の向上、多様な言語要件に対応するための多言語テキストマイニングソリューションの開発、テキスト分析のためのディープラーニング手法の継続的な進歩などがあります。

デジタル化の進展は、テキストマイニング市場の成長を促進する重要な要因となっています。アナログ情報をデジタル形式に変換することを特徴とするデジタル化は、プロセスを合理化し、接続性を高め、さまざまな分野の情報への効率的なアクセスを促進する礎石として機能します。拡大するデジタル化の傾向は、アナログデータを機械が読み取り可能な形式に変換することで、テキストコンテンツからの高度な分析と貴重な洞察の抽出を可能にし、効率的なテキストマイニングの試みを可能にする極めて重要な役割を果たしています。例えば、2023年11月に中央デジタル・データオフィスが発表した洞察によると、2022年4月から2023年4月にかけて、政府のデジタル・データ専門職が19%拡大し、デジタル専門知識に対する重要な需要に効果的に応えています。このことは、テキストマイニング市場の成長軌道を推進する上で、デジタル化が極めて重要な役割を果たしていることを裏付けています。

テキストマイニング市場の主なプレイヤーは、戦略的に先進的なソリューション、特に先進的な自然言語処理(NLP)の開発に注力し、市場での競争力を高めています。高度な自然言語処理(NLP)は、テキストデータのより正確で、効率的で、ニュアンスに富んだ分析を可能にすることで、テキストマイニングの機能を強化するため、テキストマイニングの取り組みにおいて重要な役割を果たします。例えば、ベルギーに本社を置くデータサイエンスのリーディングカンパニーであるONTOFORCE NVは、ライフサイエンス分野の非構造化データソースから価値ある洞察を引き出すために、2023年5月に高度な自然言語処理(NLP)機能を発表しました。この戦略的イニシアチブは、最大80%のデータが非構造化形式で保存され、アクセスや分析に課題をもたらしている業界において、NLPの重要性が高まっていることに沿ったものです。高度なNLP機能を活用することで、企業は非構造化テキストデータから意味のある洞察を抽出し、意思決定プロセスを強化し、多様な領域でイノベーションを推進することができます。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界の市場規模と成長

  • 世界のテキストマイニング市場:促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界のテキストマイニング市場の実績:規模と成長, 2018-2023
  • 世界のテキストマイニング市場の予測:規模と成長, 2023-2028, 2033F

第6章 市場セグメンテーション

  • 世界のテキストマイニング市場:製品別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • オンプレミス
  • クラウドベース
  • 世界のテキストマイニング市場:用途別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • データ分析と予測
  • 詐欺やスパムの検出
  • 諜報活動と法執行
  • 顧客関係管理(CRM)
  • テキストマイニング自然言語処理(NLP)用
  • センチメント分析向けテキストマイニング
  • 世界のテキストマイニング市場:最終用途別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • ヘルスケア
  • 小売り
  • 銀行、金融サービス、保険(BFSI)
  • 政府
  • メディアとエンターテイメント
  • その他のエンドユーザー

第7章 地域別・国別分析

  • 世界のテキストマイニング市場:地域別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • 世界のテキストマイニング市場:国別、実績と予測, 2018-2023, 2023-2028F, 2033F

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • テキストマイニング市場:競合情勢
  • テキストマイニング市場:企業プロファイル
    • Microsoft Corporation
    • International Business Machines Corporation
    • SAP SE
    • Capgemini SE
    • SAS Institute

第31章 その他の大手企業と革新的企業

  • 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 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと潜在的な分析

第36章 付録

目次
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

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  • 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.
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  • 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.
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  • 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