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市場調查報告書
商品編碼
1433389

全球資料準備工具市場2023-2030

Global Data Preparation Tools Market 2023-2030
出版日期: | 出版商: Orion Market Research | 英文 240 Pages | 商品交期: 2-3個工作天內

價格

預計全球資料準備工具市場將在預測期（2023-2030）中以16.2％的CAGR成長。資料準備工具是可協助使用者清潔、轉換和資料從各種來源到適合分析和建模的格式的軟體應用程式。這些工具透過確保資料準確，一致且準備使用，在資料生命週期中發揮非常重要的作用。此過程通常包括以下步驟，資料收集，資料清理，資料轉換和資料驗證。

2020年11月，AWS推出 Glue DataBrew，這是AWS Glue的新型視覺資料準備工具，目的是幫助使用者無需編寫程式碼即可清潔和標準化資料。資料準備是Achille's Heel的高級分析和機器學習，因為它經常消耗80％的資料科學家和分析師的時間。但是，不用這段時間才能清潔、轉換和準備資料進行分析或訓練機器學習模型，分析或ML活動風險有缺陷。

目錄

第1章 報告摘要

  • 目前行業分析及成長潛力展望
  • 研究方法和工具
  • 市場區隔
    • 依細分
    • 依地區

第2章 市場概述與見解

  • 報告範圍
  • 分析師見解和當前市場趨勢
    • 主要發現
    • 建議
    • 結論

第3章 競爭格局

  • 主要公司分析
  • Altair Engineering, Inc
    • 概述
    • 財務分析
    • SWOT分析
    • 最近的發展
  • IBM Corp.
    • 概述
    • 財務分析
    • SWOT分析
    • 最近的發展
  • Microsoft Corp.
    • 概述
    • 財務分析
    • SWOT分析
    • 最近的發展
  • 關鍵策略分析

第4章 市場細分

  • 依類型分類的全球資料準備工具市場
    • 自助服務
    • 資料整合
  • 依部署的全球資料準備工具市場
    • 本地部署
    • 雲端
  • 依行業垂直行業的全球資料準備工具市場
    • 資訊科技與電信
    • 電子商務
    • BFSI
    • 政府
    • 衛生保健
    • 其他（能源與公用事業，零售，運輸和製造）

第5章 區域分析

  • 北美洲
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 德國
    • 義大利
    • 西班牙
    • 法國
    • 歐洲其他地區
  • 亞太
    • 中國
    • 印度
    • 日本
    • 韓國
    • 亞太其他地區
  • 世界其他地區

第6章 公司資料

  • Alteryx, Inc.
  • Alluxio, Inc
  • Amazon Web Services, Inc
  • AMSIS GmbH
  • Datawatch Corp
  • Informatica Corp
  • Micro Strategy Inc.
  • Oracle Corp
  • Qlik Technologies Inc.
  • Rapid Insight Inc.
  • SAP SE
  • SAS Institute Inc.
  • Tableau Software, LLC
  • Tibco Software Inc.
Product Code: OMR2027964

Global Data preparation tools Market Size, Share & Trends Analysis Report by Type (Self - service and Data integration), by Deployment (On-premise and Cloud), and by Industry Verticals (IT & Telecom, E-commerce, BFSI, Government, Healthcare and Others), Forecast Period (2023-2030)

The global Data preparation tools market is anticipated to grow at a CAGR of 16.2% during the forecast period (2023-2030). Data preparation tools are software applications that help users cleanse, transform, and integrate data from various sources into a format that is suitable for analysis and modeling. These tools play a crucial role in the data lifecycle by ensuring that data is accurate, consistent, and ready for use. This process typically includes the following steps, data collection, data cleansing, data transformation, and data validation.

In November 2020, AWS unveiled Glue DataBrew, a new visual data preparation tool for AWS Glue that is designed to help users clean and normalize data without writing code. Data preparation is the Achille's Heel of advanced analytics and machine learning, as it regularly consumes upwards of 80% of data scientists and analysts' time. However, without spending this time to clean, transform, and prepare data for analysis or for training machine learning models, the analysis or ML activity risks being flawed.

Segmental Outlook

The global Data preparation tools market is segmented on the type, deployment, and industry vertical. Based on the type, the market is sub-segmented into self-service and data integration. based on deployment, the market is sub-segmented into on-premise and cloud. And based on the industrial verticals, the market is sub-segmented into IT & telecom, E-Commerce, BFSI, government, healthcare, and others. Among the end user, the IT & telecom sub-segment is anticipated to hold a considerable share of the market, owing to Data preparation tools are widely used in IT & telecom industries for several reasons which includes, better decision making, availability of large amount of data and growth of E-commerce platforms. Data preparation tools are essential components of automated systems, providing accurate analysis of data and help to take the right decision.

The Cloud Sub-Segment is Anticipated to Hold a Considerable Share of the Global Data preparation tools Market

Among the deployment, the cloud sub-segment is expected to hold a considerable share of the global Data preparation tools market. Cloud-based data preparation tools are becoming increasingly popular because they offer scalability, flexibility, and cost-efficiency. Cloud-based tools also make it easier for organizations to collaborate on data preparation tasks. This segmental growth is attributed to several factor such as increasing demand for safety and convenience, rising demand for cloud services, and availability of cloud platforms at affordable price for small and mid-sized organization. It provides advantages such as highly reliability and convenience. Hence, companies are working on development of better technology and adopting various strategic initiatives such as partnership, product launch and acquisition to stay competitive in the market. For instance, in November 2023, IBM announced that it has been working with Amazon Web Services (AWS) on the general availability of Amazon Relational Database Service for Db2, a fully managed cloud offering designed to make it easier for database customers to manage data for artificial intelligence (AI) workloads across hybrid cloud environments. Businesses are turning to AI to unlock insights that can lead to more informed decisions, automation of repetitive tasks, and greater efficiencies. These AI technologies are powered by massive amounts of data that require modern data stores residing on cloud-native architectures to provide scalability, cost optimization, enhanced performance, and business continuity.

Regional Outlook

The global Data preparation tools market is further segmented based on geography including North America (the US, and Canada), Europe (UK, Italy, Spain, Germany, France, and the Rest of Europe), Asia-Pacific (India, China, Japan, South Korea, and Rest of Asia), and the Rest of the World (the Middle East & Africa, and Latin America). Among these, Asia pacific is anticipated to hold a prominent share of the market across the globe, owing to increasing demand for data analytics is growing rapidly in developing countries, such as China and India, as the retail and e-commerce sectors continue to gain traction in these countries. in the region.

The North America Region is Expected to Grow at a Significant CAGR in the Global Data Preparation Tools Market

Among all regions, the North America regions is anticipated to grow at a considerable CAGR over the forecast period. Regional growth is attributed to several factors such as, increasing demand for renewable energy resources, and growing digitization in the energy sector. hence, the market players are continuously working on strategic development such as, merger, acquisition, adding innovation and partnership to stay competitive in the market. For instance, In May 2022, Alteryx, Inc. announced Alteryx AiDIN, the industry's first engine that combines the power of artificial intelligence (AI), machine learning (ML), and generative AI with the Alteryx Analytics Cloud Platform to accelerate analytics efficiency and productivity. Alteryx now brings the most advanced models and methods to more users across the organization, enabling anyone to capture the competitive advantage of AI and ML. Alteryx is combining the power of its trusted Alteryx analytics outputs with generative AI and large language models to supercharge the democratization of analytics and dissemination of insights across the organization, while still capturing the governance and observability.

Market Players Outlook

The major companies serving the Data preparation tools market include AB Volvo, Bayerische Motoren Werke AG, Ford Motor Company, General Motors, Hyundai Motor Group, Mercedes-Benz AG, Renault SA, Tesla, Inc., Toyota Motor Corp, Volkswagen Group, and others. The market players are considerably contributing to the market growth by the adoption of various strategies including mergers and acquisitions, partnerships, collaborations, funding, and new product launches, to stay competitive in the market. For instance, in May 2023, TMC technology provider Element has expanded its reselling agreement with cloud computing company Zoho to include a data preparation service powered by ChatGPT. Zoho recently announced the integration of ChatGPT into its business intelligence and data preparation tools, which Element will add to its reselling repertoire. The AI-powered tools will also allow users to request data or information and set KPIs by using natural language, eliminating the need for complex SQL formulas, according to the company. Advanced features include formula generation from chat, the creation of new data sets and data customization.

The Report Covers:

  • Market value data analysis of 2022 and forecast to 2030.
  • Annualized market revenues ($ million) for each market segment.
  • Country-wise analysis of major geographical regions.
  • Key companies operating in the global Data preparation tools market. Based on the availability of data, information related to new product launches, and relevant news is also available in the report.
  • Analysis of business strategies by identifying the key market segments positioned for strong growth in the future.
  • Analysis of market-entry and market expansion strategies.
  • Competitive strategies by identifying 'who-stands-where' in the market.

Table of Contents

1. Report Summary

  • Current Industry Analysis and Growth Potential Outlook
  • 1.1. Research Methods and Tools
  • 1.2. Market Breakdown
    • 1.2.1. By Segments
    • 1.2.2. By Region

2. Market Overview and Insights

  • 2.1. Scope of the Report
  • 2.2. Analyst Insight & Current Market Trends
    • 2.2.1. Key Findings
    • 2.2.2. Recommendations
    • 2.2.3. Conclusion

3. Competitive Landscape

  • 3.1. Key Company Analysis
  • 3.2. Altair Engineering, Inc
    • 3.2.1. Overview
    • 3.2.2. Financial Analysis
    • 3.2.3. SWOT Analysis
    • 3.2.4. Recent Developments
  • 3.3. IBM Corp.
    • 3.3.1. Overview
    • 3.3.2. Financial Analysis
    • 3.3.3. SWOT Analysis
    • 3.3.4. Recent Developments
  • 3.4. Microsoft Corp.
    • 3.4.1. Overview
    • 3.4.2. Financial Analysis
    • 3.4.3. SWOT Analysis
    • 3.4.4. Recent Developments
  • 3.5. Key Strategy Analysis

4. Market Segmentation

  • 4.1. Global Data preparation tools Market by Type
    • 4.1.1. Self - service
    • 4.1.2. Data integration
  • 4.2. Global Data preparation tools Market by Deployment
    • 4.2.1. On-premise
    • 4.2.2. Cloud
  • 4.3. Global Data preparation tools Market by Industry Vertical
    • 4.3.1. IT & TELECOM
    • 4.3.2. E-commerce
    • 4.3.3. BFSI
    • 4.3.4. Government
    • 4.3.5. Healthcare
    • 4.3.6. Other (Energy & Utilities, Retail, Transportation and Manufacturing)

5. Regional Analysis

  • 5.1. North America
    • 5.1.1. United States
    • 5.1.2. Canada
  • 5.2. Europe
    • 5.2.1. UK
    • 5.2.2. Germany
    • 5.2.3. Italy
    • 5.2.4. Spain
    • 5.2.5. France
    • 5.2.6. Rest of Europe
  • 5.3. Asia-Pacific
    • 5.3.1. China
    • 5.3.2. India
    • 5.3.3. Japan
    • 5.3.4. South Korea
    • 5.3.5. Rest of Asia-Pacific
  • 5.4. Rest of the World

6. Company Profiles

  • 6.1. Alteryx, Inc.
  • 6.2. Alluxio, Inc
  • 6.3. Amazon Web Services, Inc
  • 6.4. AMSIS GmbH
  • 6.5. Datawatch Corp
  • 6.6. Informatica Corp
  • 6.7. Micro Strategy Inc.
  • 6.8. Oracle Corp
  • 6.9. Qlik Technologies Inc.
  • 6.10. Rapid Insight Inc.
  • 6.11. SAP SE
  • 6.12. SAS Institute Inc.
  • 6.13. Tableau Software, LLC
  • 6.14. Tibco Software Inc.

LIST OF TABLES

  • 1. GLOBAL DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 2. GLOBAL SELF SERVICE DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY REGION,2022-2030 ($ MILLION)
  • 3. GLOBAL DATA INTEGRATION DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY REGION,2022-2030 ($ MILLION)
  • 4. GLOBAL DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 5. GLOBAL DATA PREPARATION TOOLS IN ON-PREMISE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 6. GLOBAL DATA PREPARATION TOOLS IN CLOUD MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 7. GLOBAL DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY INDUSTRY VERTICAL, 2022-2030 ($ MILLION)
  • 8. GLOBAL DATA PREPARATION TOOLS FOR IT & TELECOM MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 9. GLOBAL DATA PREPARATION TOOLS FOR E-COMMERCE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 10. GLOBAL DATA PREPARATION TOOLS FOR BFSI MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 11. GLOBAL DATA PREPARATION TOOLS FOR GOVERNMENT MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 12. GLOBAL DATA PREPARATION TOOLS FOR HEALTHCARE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 13. GLOBAL DATA PREPARATION TOOLS FOR OTHER MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 14. GLOBAL DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 15. NORTH AMERICAN DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 16. NORTH AMERICAN DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 17. NORTH AMERICAN DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 18. NORTH AMERICAN DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY INDUSTRY VERTICAL, 2022-2030 ($ MILLION)
  • 19. EUROPEAN DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 20. EUROPEAN DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 21. EUROPEAN DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 22. EUROPEAN DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY INDUSTRY VERTICAL, 2022-2030 ($ MILLION)
  • 23. ASIA- PACIFIC DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 24. ASIA- PACIFIC DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 25. ASIA- PACIFIC DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 26. ASIA- PACIFIC DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY INDUSTRY VERTICAL, 2022-2030 ($ MILLION)
  • 27. REST OF THE WORLD DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 28. REST OF THE WORLD DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 29. REST OF THE WORLD DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 30. REST OF THE WORLD DATA PREPARATION TOOLS MARKET RESEARCH AND ANALYSIS BY INDUSTRY VERTICAL, 2022-2030 ($ MILLION)

LIST OF FIGURES

  • 1. GLOBAL DATA PREPARATION TOOLS MARKET SHARE BY TYPE, 2022 VS 2030 (%)
  • 2. GLOBAL SELF - SERVICE DATA PREPARATION TOOLS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 3. GLOBAL DATA INTEGRATION DATA PREPARATION TOOLS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 4. GLOBAL DATA PREPARATION TOOLS MARKET SHARE BY DEPLOYMENT, 2022 VS 2030 (%)
  • 5. GLOBAL DATA PREPARATION TOOLS IN ON-PREMISE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 6. GLOBAL DATA PREPARATION TOOLS IN CLOUD MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 7. GLOBAL DATA PREPARATION TOOLS MARKET SHARE BY INDUSTRY VERTICAL, 2022 VS 2030 (%)
  • 8. GLOBAL DATA PREPARATION TOOLS FOR IT & TELECOM MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 9. GLOBAL DATA PREPARATION TOOLS FOR E-COMMERCE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 10. GLOBAL DATA PREPARATION TOOLS FOR BFSI MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 11. GLOBAL DATA PREPARATION TOOLS FOR GOVERNMENT MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 12. GLOBAL DATA PREPARATION TOOLS FOR HEALTHCARE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 13. GLOBAL DATA PREPARATION TOOLS FOR OTHER MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 14. GLOBAL DATA PREPARATION TOOLS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 15. US DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 16. CANADA DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 17. UK DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 18. FRANCE DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 19. GERMANY DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 20. ITALY DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 21. SPAIN DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 22. REST OF EUROPE DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 23. INDIA DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 24. CHINA DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 25. JAPAN DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 26. SOUTH KOREA DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 27. REST OF ASIA-PACIFIC DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)
  • 28. REST OF THE WORLD DATA PREPARATION TOOLS MARKET SIZE, 2022-2030 ($ MILLION)