시장보고서
상품코드
1484884

세계의 텍스트 마이닝 시장 보고서(2024년)

Text Mining Global Market Report 2024

발행일: | 리서치사: The Business Research Company | 페이지 정보: 영문 175 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    


■ Add-on 가능: 고객의 요청에 따라 일정한 범위 내에서 Customization이 가능합니다. 자세한 사항은 문의해 주시기 바랍니다.
■ 보고서에 따라 최신 정보로 업데이트하여 보내드립니다. 배송기일은 문의해 주시기 바랍니다.

텍스트 마이닝 시장 규모는 향후 수년간 비약적인 성장이 전망됩니다. 2028년에는 CAGR 20.4%로 148억 2,000만 달러로 성장합니다. 이 예측 기간의 성장 배경에는 비정형 텍스트 소스로부터의 효율적인 데이터 추출 및 분석에 대한 수요 증가, 다양한 산업 분야로의 확장, 텍스트 마이닝과 다른 데이터 분석 툴와의 통합을 통한 종합적인 인사이트 제공, 고객경험관리 및 개인화 전략에 대한 관심 증가, 텍스트 마이닝의 활용 범위 확대 등이 있습니다. 전략에 대한 관심 증가, 텍스트 마이닝의 이점에 대한 기업의 인식 증가, 빅데이터 분석 기능의 지속적인 성장 등 몇 가지 주요 촉진요인을 들 수 있습니다. 예측 기간을 형성할 것으로 예상되는 주요 동향으로는 텍스트 분류 기술의 발전, 주제 모델링 알고리즘의 구현, 텍스트 데이터에 대한 문맥 이해도 향상, 다양한 언어 요구 사항을 충족하기 위한 다국어 텍스트 마이닝 솔루션 개발, 텍스트 분석을 위한 딥러닝 기법의 지속적인 발전 등이 있습니다.

디지털화의 진전은 텍스트 마이닝 시장의 성장을 가속하는 중요한 요인이 되고 있습니다. 아날로그 정보를 디지털 형식으로 변환하는 것을 특징으로 하는 디지털화는 프로세스를 간소화하고 연결성을 높이며 다양한 분야의 정보에 대한 효율적인 접근을 촉진하는 초석 역할을 합니다. 확대되는 디지털화 추세는 아날로그 데이터를 기계가 읽을 수 있는 형식으로 변환하여 텍스트 컨텐츠에서 첨단 분석과 귀중한 인사이트을 추출하고 효율적인 텍스트 마이닝 시도를 가능하게 하는 데 매우 중요한 역할을 하고 있습니다. 예를 들어 2023년 11월 중앙 디지털 데이터 사무소가 발표한 인사이트에 따르면 2022년 4월부터 2023년 4월까지 정부의 디지털 데이터 전문 인력이 19% 증가하여 디지털 전문 지식에 대한 중요한 수요에 효과적으로 대응하고 있다고 합니다. 이는 디지털화가 텍스트 마이닝 시장의 성장 궤도를 추진하는 데 있으며, 디지털화가 매우 중요한 역할을 하고 있음을 입증합니다.

텍스트 마이닝 시장의 주요 업체들은 전략적으로 고급 솔루션, 특히 고급 자연어 처리(NLP) 개발에 집중하여 시장 경쟁력을 강화하기 위해 노력하고 있습니다. 고급 자연어 처리(NLP)는 텍스트 데이터를 보다 정확하고, 효율적이며, 뉘앙스가 풍부한 분석을 가능하게 함으로써 텍스트 마이닝의 기능을 강화하기 때문에 텍스트 마이닝 구상에서 중요한 역할을 합니다. 예를 들어 벨기에에 본사를 둔 데이터 사이언스 선도기업인 ONTOFORCE NV는 2023년 5월 생명과학 분야의 비정형 데이터 소스에서 가치 있는 인사이트를 도출하기 위해 고급 자연어 처리(NLP) 기능을 발표했습니다. 이 전략적 구상은 최대 80%의 데이터가 비정형 데이터로 저장되어 접근과 분석에 어려움을 겪고 있는 업계에서 NLP의 중요성이 커지고 있는 추세에 발맞추어 이뤄졌습니다. 기업은 고급 NLP 기능을 활용하여 비정형 텍스트 데이터에서 의미 있는 인사이트을 추출하고, 의사결정 과정을 강화하며, 다양한 영역에서 혁신을 추진할 수 있습니다.

목차

제1장 주요 요약

제2장 시장의 특징

제3장 시장 동향과 전략

제4장 거시경제 시나리오

  • 고인플레이션이 시장에 미치는 영향
  • 우크라이나·러시아 전쟁이 시장에 미치는 영향
  • 시장에 대한 COVID-19의 영향

제5장 세계 시장 규모와 성장

  • 세계의 텍스트 마이닝 시장 : 촉진요인과 억제요인
    • 시장 촉진요인
    • 시장 억제요인
  • 세계의 텍스트 마이닝 시장의 실적 : 규모와 성장, 2018-2023
  • 세계의 텍스트 마이닝 시장 예측 : 규모와 성장, 2023-2028, 2033F

제6장 시장 세분화

  • 세계의 텍스트 마이닝 시장 : 제품별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 온프레미스
  • 클라우드 기반
  • 세계의 텍스트 마이닝 시장 : 용도별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 데이터 분석과 예측
  • 사기 및 스팸 탐지
  • 첩보활동과 법집행
  • 고객관계관리(CRM)
  • 자연언어처리(NLP)용 텍스트 마이닝
  • 감성 분석용 텍스트 마이닝
  • 세계의 텍스트 마이닝 시장 : 최종 용도별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 헬스케어
  • 소매
  • 은행, 금융 서비스, 보험(BFSI)
  • 정부
  • 미디어와 엔터테인먼트
  • 기타 최종사용자

제7장 지역별·국가별 분석

  • 세계의 텍스트 마이닝 시장 : 지역별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 세계의 텍스트 마이닝 시장 : 국가별, 실적과 예측, 2018-2023, 2023-2028F, 2033F

제8장 아시아태평양 시장

제9장 중국 시장

제10장 인도 시장

제11장 일본 시장

제12장 호주 시장

제13장 인도네시아 시장

제14장 한국 시장

제15장 서유럽 시장

제16장 영국 시장

제17장 독일 시장

제18장 프랑스 시장

제19장 이탈리아 시장

제20장 스페인 시장

제21장 동유럽 시장

제22장 러시아 시장

제23장 북미 시장

제24장 미국 시장

제25장 캐나다 시장

제26장 남미 시장

제27장 브라질 시장

제28장 중동 시장

제29장 아프리카 시장

제30장 경쟁 구도와 기업 개요

  • 텍스트 마이닝 시장 : 경쟁 구도
  • 텍스트 마이닝 시장 : 기업 개요
    • Microsoft Corporation
    • International Business Machines Corporation
    • SAP SE
    • Capgemini SE
    • SAS Institute

제31장 기타 대기업과 혁신적 기업

  • 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

제32장 경쟁 벤치마킹

제33장 경쟁 대시보드

제34장 주요 합병과 인수

제35장 전망과 잠재적 분석

제36장 부록

KSA 24.05.31

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
비교리스트
0 건의 상품을 선택 중
상품 비교하기
전체삭제