Global Data Preparation Tools Market- Industry Analysis and Forecast (2020-2027) – By Platform, Function, Deployment Mode, Vertical, and Region.

The Global Data Preparation Tools Market value is projected to reach US$ 7.75 Bn. at the end of the forecast period and it is expected to grow at the CAGR of 14.1%. Global Data Preparation Tools Market To know about the Research Methodology :- Request Free Sample Report The report study has analyzed the revenue impact of the COVID-19 pandemic on the sales revenue of the market leader, market followers, and market disrupters in the report, and the same is reflected in our analysis. Data preparation is a sub-domain of data integration, which can be executed with dedicated tools or traditional tools for data integration such as ETL tools, data virtualization, or data warehouse automation. The goal of data preparation is to support business analysts by preparing different kinds of data for their analytical purposes. Business users are demanding a fast and flexible analytical landscape from their IT departments. A lack of resources, flexibility, and complex systems are standing in the way of efficient and agile delivery. Smart data management is one of the key drivers for business success mainly in the field of digitalization where data and analytics are increasing importance in the business. Many companies have recognized and striving to solve many of their data usage problems by introducing data preparation. High expectations of the benefits of analytics and the demand for agility are driving the use of data preparation. The demand for data management solutions is huge, mainly for data preparation. The importance of data and analytics to business success has increased, thanks to the rise in awareness and discussion of big data and digitalization, responsibility among business users for the use of data has increased significantly. Similarly, the drivers for the introduction of data preparation are leading to increased competitiveness through analytics and the ability to properly tackle current challenges in data management. The top driver behind the market growth is data preparation tools are widely used to recognize changing conditions quickly. Many companies are engaging with data preparation more intensively because of the availability of new technical possibilities for implementation or easier-to-use tools for business departments. Data preparation begins with the ingestion of raw, structured, and unstructured data. It is required to improve the data quality and standardize the data based on specific requirements of the user to make the data suitable for BI and analytics. Many organizations find tedious to ingest data at the speed which helps maintain smooth performance and competitive advantage because of the increase in the number of data sources in different formats. Many companies are using automation for data ingestion in data preparation. The retail and e-commerce segment is expected to grow at a XX% rate of CAGR during the forecast period. Retail analytics is one of the primary applications of data preparation tools. It requires data to be collated from different input sources and supplied to various analytics firms for analysis. Self-service data preparation tools can automate the entire process in retail analytics.

Global Data Preparation Tools Market, Regional Analysis:

The Asia Pacific region is expected to grow at a XX% rate of CAGR during the forecast period. The massive growth of data through IoT and other connected devices is expected to boost regional market growth. Many of the large, small & medium scale organizations have achieved a strong position in the analytics market. Some of the prominent key players are increasing customer base through acquisitions and partnerships because of their well-practiced strategy. A large number of organizations are the importance of equipping every user with analytics capabilities. On the other hand, currently, big data from data lakes, Hadoop, IoT or streaming is only used on a manageable scale. Except for IoT, data from these sources are used for preparing data sets for analytics in North America than in Europe. The data preparation tools are used in data preparation for analytics because of its high usage, and great potential in the connection of cloud data sources.

Global Data Preparation Tools Market, Competitive Analysis:

An increase in the digitalization of business processes is making it necessary for organizations to enable as many users as possible to gain insights from data. Currently, many companies view data preparation as the key to increase their ability to efficiently use data in a distributed manner to optimize business processes. Data preparation tools widely use the various innovative technologies and software solutions for data integration, data science, BI, and analytics. Many key players are increasing their market presence the advancement across the data preparation technique. For instance, in 2019, Tableau expands data preparation capabilities with Tableau Prep Conductor, which enables organizations to schedule and manage self-service data preparation. The objective of the report is to present a comprehensive analysis of the Global Data Preparation Tools Market including all the stakeholders of the industry. The past and current status of the industry with forecasted market size and trends are presented in the report with the analysis of complicated data in simple language. The report covers all the aspects of the industry with a dedicated study of key players that includes market leaders, followers, and new entrants by region. PORTER, SVOR, PESTEL analysis with the potential impact of micro-economic factors by region on the market has been presented in the report. External as well as internal factors that are supposed to affect the business positively or negatively have been analyzed, which will give a clear futuristic view of the industry to the decision-makers. The report also helps in understanding Global Data Preparation Tools Market dynamics, structure by analyzing the market segments and projects the Global Data Preparation Tools Market size. Clear representation of competitive analysis of key players by Application, price, financial position, Product portfolio, growth strategies, and regional presence in the Global Data Preparation Tools Market make the report investor’s guide.

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Global Data Preparation Tools Market, By Platform

• Self-service • Data integration

Global Data Preparation Tools Market, By Function

• Data collection • Data cataloging • Data quality • Data governance • Data ingestion • Data curation

Global Data Preparation Tools Market, By Deployment Mode

• On-premises • Cloud

Global Data Preparation Tools Market, By Vertical

• IT and Telecom • Retail and E-commerce • BFSI • Government • Healthcare • Energy and Utilities • Transportation • Manufacturing • Others

Global Data Preparation Tools Market, By Region

• North America • Europe • Asia Pacific • Middle East & Africa • South America

Key players operating in Global Data Preparation Tools Market

• Alteryx, Inc. • Informatica Corporation • Datawatch Corporation • Trifacta • Waterline Data • ThoughtSpot • International Business Machines Corporation • Microsoft Corporation • InfluxData Inc. • MicroStrategy Incorporated • Qlik Technologies Inc. • SAP SE • SAS Institute Inc. • Tibco Software Inc. • Altair Engineering, Inc. • Tableau Software, Inc. • Talend
Global Data Preparation Tools Market 1. Preface 1.1. Report Scope and Market Segmentation 1.2. Research Highlights 1.3. Research Objectives 2. Assumptions and Research Methodology 2.1. Report Assumptions 2.2. Abbreviations 2.3. Research Methodology 2.3.1. Secondary Research 2.3.1.1. Secondary data 2.3.1.2. Secondary Sources 2.3.2. Primary Research 2.3.2.1. Data from Primary Sources 2.3.2.2. Breakdown of Primary Sources 3. Executive Summary: Global Data Preparation Tools Market Size, by Market Value (US$ Bn) 4. Market Overview 4.1. Introduction 4.2. Market Indicator 4.2.1. Drivers 4.2.2. Restraints 4.2.3. Opportunities 4.2.4. Challenges 4.3. Porter’s Analysis 4.4. Value Chain Analysis 4.5. Market Risk Analysis 4.6. SWOT Analysis 4.7. Industry Trends and Emerging Technologies 5. Supply Side and Demand Side Indicators 6. Global Data Preparation Tools Market Analysis and Forecast 6.1. Data Preparation Tools Market Size & Y-o-Y Growth Analysis 6.1.1. North America 6.1.2. Europe 6.1.3. Asia Pacific 6.1.4. Middle East & Africa 6.1.5. South America 7. Global Data Preparation Tools Market Analysis and Forecast, By Platform 7.1. Introduction and Definition 7.2. Key Findings 7.3. Data Preparation Tools Market Value Share Analysis, By Platform 7.4. Data Preparation Tools Market Size (US$ Bn) Forecast, By Platform 7.5. Data Preparation Tools Market Analysis, By Platform 7.6. Data Preparation Tools Market Attractiveness Analysis, By Platform 8. Global Data Preparation Tools Market Analysis and Forecast, By Deployment Mode 8.1. Introduction and Definition 8.2. Key Findings 8.3. Data Preparation Tools Market Value Share Analysis, By Deployment Mode 8.4. Data Preparation Tools Market Size (US$ Bn) Forecast, By Deployment Mode 8.5. Data Preparation Tools Market Analysis, By Deployment Mode 8.6. Data Preparation Tools Market Attractiveness Analysis, By Deployment Mode 9. Global Data Preparation Tools Market Analysis and Forecast, By Function 9.1. Introduction and Definition 9.2. Key Findings 9.3. Data Preparation Tools Market Value Share Analysis, By Function 9.4. Data Preparation Tools Market Size (US$ Bn) Forecast, By Function 9.5. Data Preparation Tools Market Analysis, By Function 9.6. Data Preparation Tools Market Attractiveness Analysis, By Function 10. Global Data Preparation Tools Market Analysis and Forecast, By Vertical 10.1. Introduction and Definition 10.2. Key Findings 10.3. Data Preparation Tools Market Value Share Analysis, By Vertical 10.4. Data Preparation Tools Market Size (US$ Bn) Forecast, By Vertical 10.5. Data Preparation Tools Market Analysis, By Vertical 10.6. Data Preparation Tools Market Attractiveness Analysis, By Vertical 11. Global Data Preparation Tools Market Analysis, by Region 11.1. Data Preparation Tools Market Value Share Analysis, by Region 11.2. Data Preparation Tools Market Size (US$ Bn) Forecast, by Region 11.3. Data Preparation Tools Market Attractiveness Analysis, by Region 12. North America Data Preparation Tools Market Analysis 12.1. Key Findings 12.2. North America Data Preparation Tools Market Overview 12.3. North America Data Preparation Tools Market Value Share Analysis, By Platform 12.4. North America Data Preparation Tools Market Forecast, By Platform 12.4.1. Self - service 12.4.2. Data integration 12.5. North America Data Preparation Tools Market Value Share Analysis, By Deployment Mode 12.6. North America Data Preparation Tools Market Forecast, By Deployment Mode 12.6.1. Cloud 12.6.2. On-premises 12.7. North America Data Preparation Tools Market Value Share Analysis, By Function 12.8. North America Data Preparation Tools Market Forecast, By Function 12.8.1. Data collection 12.8.2. Data cataloging 12.8.3. Data quality 12.8.4. Data governance 12.8.5. Data ingestion 12.8.6. Data curation 12.9. North America Data Preparation Tools Market Value Share Analysis, By Vertical 12.10. North America Data Preparation Tools Market Forecast, By Vertical 12.10.1. IT and Telecom 12.10.2. Retail and E - commerce 12.10.3. BFSI 12.10.4. Government 12.10.5. Healthcare 12.10.6. Energy and Utilities 12.10.7. Transportation 12.10.8. Manufacturing 12.10.9. Others 12.11. North America Data Preparation Tools Market Value Share Analysis, by Country 12.12. North America Data Preparation Tools Market Forecast, by Country 12.12.1. U.S. 12.12.2. Canada 12.13. North America Data Preparation Tools Market Analysis, by Country 12.14. U.S. Data Preparation Tools Market Forecast, By Platform 12.14.1. Self - service 12.14.2. Data integration 12.15. U.S. Data Preparation Tools Market Forecast, By Deployment Mode 12.15.1. Cloud 12.15.2. On-premises 12.16. U.S. Data Preparation Tools Market Forecast, By Function 12.16.1. Data collection 12.16.2. Data cataloging 12.16.3. Data quality 12.16.4. Data governance 12.16.5. Data ingestion 12.16.6. Data curation 12.17. U.S. Data Preparation Tools Market Forecast, By Vertical 12.17.1. IT and Telecom 12.17.2. Retail and E - commerce 12.17.3. BFSI 12.17.4. Government 12.17.5. Healthcare 12.17.6. Energy and Utilities 12.17.7. Transportation 12.17.8. Manufacturing 12.17.9. Others 12.18. Canada Data Preparation Tools Market Forecast, By Platform 12.18.1. Self - service 12.18.2. Data integration 12.19. Canada Data Preparation Tools Market Forecast, By Deployment Mode 12.19.1. Cloud 12.19.2. On-premises 12.20. Canada Data Preparation Tools Market Forecast, By Function 12.20.1. Data collection 12.20.2. Data cataloging 12.20.3. Data quality 12.20.4. Data governance 12.20.5. Data ingestion 12.20.6. Data curation 12.21. Canada Data Preparation Tools Market Forecast, By Vertical 12.21.1. IT and Telecom 12.21.2. Retail and E - commerce 12.21.3. BFSI 12.21.4. Government 12.21.5. Healthcare 12.21.6. Energy and Utilities 12.21.7. Transportation 12.21.8. Manufacturing 12.21.9. Others 12.22. North America Data Preparation Tools Market Attractiveness Analysis 12.22.1. By Platform 12.22.2. By Deployment Mode 12.22.3. By Function 12.22.4. By Vertical 12.23. PEST Analysis 12.24. Key Trends 12.25. Key Developments 13. Europe Data Preparation Tools Market Analysis 13.1. Key Findings 13.2. Europe Data Preparation Tools Market Overview 13.3. Europe Data Preparation Tools Market Value Share Analysis, By Platform 13.4. Europe Data Preparation Tools Market Forecast, By Platform 13.4.1. Self - service 13.4.2. Data integration 13.5. Europe Data Preparation Tools Market Value Share Analysis, By Deployment Mode 13.6. Europe Data Preparation Tools Market Forecast, By Deployment Mode 13.6.1. Cloud 13.6.2. On-premises 13.7. Europe Data Preparation Tools Market Value Share Analysis, By Function 13.8. Europe Data Preparation Tools Market Forecast, By Function 13.8.1. Data collection 13.8.2. Data cataloging 13.8.3. Data quality 13.8.4. Data governance 13.8.5. Data ingestion 13.8.6. Data curation 13.9. Europe Data Preparation Tools Market Value Share Analysis, By Vertical 13.10. Europe Data Preparation Tools Market Forecast, By Vertical 13.10.1. IT and Telecom 13.10.2. Retail and E - commerce 13.10.3. BFSI 13.10.4. Government 13.10.5. Healthcare 13.10.6. Energy and Utilities 13.10.7. Transportation 13.10.8. Manufacturing 13.10.9. Others 13.11. Europe Data Preparation Tools Market Value Share Analysis, by Country 13.12. Europe Data Preparation Tools Market Forecast, by Country 13.12.1. Germany 13.12.2. U.K. 13.12.3. France 13.12.4. Italy 13.12.5. Spain 13.12.6. Rest of Europe 13.13. Europe Data Preparation Tools Market Analysis, by Country 13.14. Germany Data Preparation Tools Market Forecast, By Platform 13.14.1. Self - service 13.14.2. Data integration 13.15. Germany Data Preparation Tools Market Forecast, By Deployment Mode 13.15.1. Cloud 13.15.2. On-premises 13.16. Germany Data Preparation Tools Market Forecast, By Function 13.16.1. Data collection 13.16.2. Data cataloging 13.16.3. Data quality 13.16.4. Data governance 13.16.5. Data ingestion 13.16.6. Data curation 13.17. Germany Data Preparation Tools Market Forecast, By Vertical 13.17.1. IT and Telecom 13.17.2. Retail and E - commerce 13.17.3. BFSI 13.17.4. Government 13.17.5. Healthcare 13.17.6. Energy and Utilities 13.17.7. Transportation 13.17.8. Manufacturing 13.17.9. Others 13.18. U.K. Data Preparation Tools Market Forecast, By Platform 13.18.1. Self - service 13.18.2. Data integration 13.19. U.K. Data Preparation Tools Market Forecast, By Deployment Mode 13.19.1. Cloud 13.19.2. On-premises 13.20. U.K. Data Preparation Tools Market Forecast, By Function 13.20.1. Data collection 13.20.2. Data cataloging 13.20.3. Data quality 13.20.4. Data governance 13.20.5. Data ingestion 13.20.6. Data curation 13.21. U.K. Data Preparation Tools Market Forecast, By Vertical 13.21.1. IT and Telecom 13.21.2. Retail and E - commerce 13.21.3. BFSI 13.21.4. Government 13.21.5. Healthcare 13.21.6. Energy and Utilities 13.21.7. Transportation 13.21.8. Manufacturing 13.21.9. Others 13.22. France Data Preparation Tools Market Forecast, By Platform 13.22.1. Self - service 13.22.2. Data integration 13.23. France Data Preparation Tools Market Forecast, By Deployment Mode 13.23.1. Cloud 13.23.2. On-premises 13.24. France Data Preparation Tools Market Forecast, By Function 13.24.1. Data collection 13.24.2. Data cataloging 13.24.3. Data quality 13.24.4. Data governance 13.24.5. Data ingestion 13.24.6. Data curation 13.25. France Data Preparation Tools Market Forecast, By Vertical 13.25.1. IT and Telecom 13.25.2. Retail and E - commerce 13.25.3. BFSI 13.25.4. Government 13.25.5. Healthcare 13.25.6. Energy and Utilities 13.25.7. Transportation 13.25.8. Manufacturing 13.25.9. Others 13.26. Italy Data Preparation Tools Market Forecast, By Platform 13.26.1. Self - service 13.26.2. Data integration 13.27. Italy Data Preparation Tools Market Forecast, By Deployment Mode 13.27.1. Cloud 13.27.2. On-premises 13.28. Italy Data Preparation Tools Market Forecast, By Function 13.28.1. Data collection 13.28.2. Data cataloging 13.28.3. Data quality 13.28.4. Data governance 13.28.5. Data ingestion 13.28.6. Data curation 13.29. Italy Data Preparation Tools Market Forecast, By Vertical 13.29.1. IT and Telecom 13.29.2. Retail and E - commerce 13.29.3. BFSI 13.29.4. Government 13.29.5. Healthcare 13.29.6. Energy and Utilities 13.29.7. Transportation 13.29.8. Manufacturing 13.29.9. Others 13.30. Spain Data Preparation Tools Market Forecast, By Platform 13.30.1. Self - service 13.30.2. Data integration 13.31. Spain Data Preparation Tools Market Forecast, By Deployment Mode 13.31.1. Cloud 13.31.2. On-premises 13.32. Spain Data Preparation Tools Market Forecast, By Function 13.32.1. Data collection 13.32.2. Data cataloging 13.32.3. Data quality 13.32.4. Data governance 13.32.5. Data ingestion 13.32.6. Data curation 13.33. Spain Data Preparation Tools Market Forecast, By Vertical 13.33.1. IT and Telecom 13.33.2. Retail and E - commerce 13.33.3. BFSI 13.33.4. Government 13.33.5. Healthcare 13.33.6. Energy and Utilities 13.33.7. Transportation 13.33.8. Manufacturing 13.33.9. Others 13.34. Rest of Europe Data Preparation Tools Market Forecast, By Platform 13.34.1. Self - service 13.34.2. Data integration 13.35. Rest of Europe Data Preparation Tools Market Forecast, By Deployment Mode 13.35.1. Cloud 13.35.2. On-premises 13.36. Rest of Europe Data Preparation Tools Market Forecast, By Function 13.36.1. Data collection 13.36.2. Data cataloging 13.36.3. Data quality 13.36.4. Data governance 13.36.5. Data ingestion 13.36.6. Data curation 13.37. Rest Of Europe Data Preparation Tools Market Forecast, By Vertical 13.37.1. IT and Telecom 13.37.2. Retail and E - commerce 13.37.3. BFSI 13.37.4. Government 13.37.5. Healthcare 13.37.6. Energy and Utilities 13.37.7. Transportation 13.37.8. Manufacturing 13.37.9. Others 13.38. Europe Data Preparation Tools Market Attractiveness Analysis 13.38.1. By Platform 13.38.2. By Deployment Mode 13.38.3. By Function 13.38.4. By Vertical 13.39. PEST Analysis 13.40. Key Trends 13.41. Key Developments 14. Asia Pacific Data Preparation Tools Market Analysis 14.1. Key Findings 14.2. Asia Pacific Data Preparation Tools Market Overview 14.3. Asia Pacific Data Preparation Tools Market Value Share Analysis, By Platform 14.4. Asia Pacific Data Preparation Tools Market Forecast, By Platform 14.4.1. Self - service 14.4.2. Data integration 14.5. Asia Pacific Data Preparation Tools Market Value Share Analysis, By Deployment Mode 14.6. Asia Pacific Data Preparation Tools Market Forecast, By Deployment Mode 14.6.1. Cloud 14.6.2. On-premises 14.7. Asia Pacific Data Preparation Tools Market Value Share Analysis, By Function 14.8. Asia Pacific Data Preparation Tools Market Forecast, By Function 14.8.1. Data collection 14.8.2. Data cataloging 14.8.3. Data quality 14.8.4. Data governance 14.8.5. Data ingestion 14.8.6. Data curation 14.9. Asia Pacific Data Preparation Tools Market Value Share Analysis, By Vertical 14.10. Asia Pacific Data Preparation Tools Market Forecast, By Vertical 14.10.1. IT and Telecom 14.10.2. Retail and E - commerce 14.10.3. BFSI 14.10.4. Government 14.10.5. Healthcare 14.10.6. Energy and Utilities 14.10.7. Transportation 14.10.8. Manufacturing 14.10.9. Others 14.11. Asia Pacific Data Preparation Tools Market Value Share Analysis, by Country 14.12. Asia Pacific Data Preparation Tools Market Forecast, by Country 14.12.1. China 14.12.2. India 14.12.3. Japan 14.12.4. ASEAN 14.12.5. Rest of Asia Pacific 14.13. Asia Pacific Data Preparation Tools Market Analysis, by Country 14.14. China Data Preparation Tools Market Forecast, By Platform 14.14.1. Self - service 14.14.2. Data integration 14.15. China Data Preparation Tools Market Forecast, By Deployment Mode 14.15.1. Cloud 14.15.2. On-premises 14.16. China Data Preparation Tools Market Forecast, By Function 14.16.1. Data collection 14.16.2. Data cataloging 14.16.3. Data quality 14.16.4. Data governance 14.16.5. Data ingestion 14.16.6. Data curation 14.17. China Data Preparation Tools Market Forecast, By Vertical 14.17.1. IT and Telecom 14.17.2. Retail and E - commerce 14.17.3. BFSI 14.17.4. Government 14.17.5. Healthcare 14.17.6. Energy and Utilities 14.17.7. Transportation 14.17.8. Manufacturing 14.17.9. Others 14.18. India Data Preparation Tools Market Forecast, By Platform 14.18.1. Self - service 14.18.2. Data integration 14.19. India Data Preparation Tools Market Forecast, By Deployment Mode 14.19.1. Cloud 14.19.2. On-premises 14.20. India Data Preparation Tools Market Forecast, By Function 14.20.1. Data collection 14.20.2. Data cataloging 14.20.3. Data quality 14.20.4. Data governance 14.20.5. Data ingestion 14.20.6. Data curation 14.21. India Data Preparation Tools Market Forecast, By Vertical 14.21.1. IT and Telecom 14.21.2. Retail and E - commerce 14.21.3. BFSI 14.21.4. Government 14.21.5. Healthcare 14.21.6. Energy and Utilities 14.21.7. Transportation 14.21.8. Manufacturing 14.21.9. Others 14.22. Japan Data Preparation Tools Market Forecast, By Platform 14.22.1. Self - service 14.22.2. Data integration 14.23. Japan Data Preparation Tools Market Forecast, By Deployment Mode 14.23.1. Cloud 14.23.2. On-premises 14.24. Japan Data Preparation Tools Market Forecast, By Function 14.24.1. Data collection 14.24.2. Data cataloging 14.24.3. Data quality 14.24.4. Data governance 14.24.5. Data ingestion 14.24.6. Data curation 14.25. Japan Data Preparation Tools Market Forecast, By Vertical 14.25.1. IT and Telecom 14.25.2. Retail and E - commerce 14.25.3. BFSI 14.25.4. Government 14.25.5. Healthcare 14.25.6. Energy and Utilities 14.25.7. Transportation 14.25.8. Manufacturing 14.25.9. Others 14.26. ASEAN Data Preparation Tools Market Forecast, By Platform 14.26.1. Self - service 14.26.2. Data integration 14.27. ASEAN Data Preparation Tools Market Forecast, By Deployment Mode 14.27.1. Cloud 14.27.2. On-premises 14.28. ASEAN Data Preparation Tools Market Forecast, By Function 14.28.1. Data collection 14.28.2. Data cataloging 14.28.3. Data quality 14.28.4. Data governance 14.28.5. Data ingestion 14.28.6. Data curation 14.29. ASEAN Data Preparation Tools Market Forecast, By Vertical 14.29.1. IT and Telecom 14.29.2. Retail and E - commerce 14.29.3. BFSI 14.29.4. Government 14.29.5. Healthcare 14.29.6. Energy and Utilities 14.29.7. Transportation 14.29.8. Manufacturing 14.29.9. Others 14.30. Rest of Asia Pacific Data Preparation Tools Market Forecast, By Platform 14.30.1. Self - service 14.30.2. Data integration 14.31. Rest of Asia Pacific Data Preparation Tools Market Forecast, By Deployment Mode 14.31.1. Cloud 14.31.2. On-premises 14.32. Rest of Asia Pacific Data Preparation Tools Market Forecast, By Function 14.32.1. Data collection 14.32.2. Data cataloging 14.32.3. Data quality 14.32.4. Data governance 14.32.5. Data ingestion 14.32.6. Data curation 14.33. Rest of Asia Pacific Data Preparation Tools Market Forecast, By Vertical 14.33.1. IT and Telecom 14.33.2. Retail and E - commerce 14.33.3. BFSI 14.33.4. Government 14.33.5. Healthcare 14.33.6. Energy and Utilities 14.33.7. Transportation 14.33.8. Manufacturing 14.33.9. Others 14.33.10. Others 14.34. Asia Pacific Data Preparation Tools Market Attractiveness Analysis 14.34.1. By Platform 14.34.2. By Deployment Mode 14.34.3. By Function 14.34.4. By Vertical 14.35. PEST Analysis 14.36. Key Trends 14.37. Key Developments 15. Middle East & Africa Data Preparation Tools Market Analysis 15.1. Key Findings 15.2. Middle East & Africa Data Preparation Tools Market Overview 15.3. Middle East & Africa Data Preparation Tools Market Value Share Analysis, By Platform 15.4. Middle East & Africa Data Preparation Tools Market Forecast, By Platform 15.4.1. Self - service 15.4.2. Data integration 15.5. Middle East & Africa Data Preparation Tools Market Value Share Analysis, By Deployment Mode 15.6. Middle East & Africa Data Preparation Tools Market Forecast, By Deployment Mode 15.6.1. Cloud 15.6.2. On-premises 15.7. Middle East & Africa Data Preparation Tools Market Value Share Analysis, By Function 15.8. Middle East & Africa Data Preparation Tools Market Forecast, By Function 15.8.1. Data collection 15.8.2. Data cataloging 15.8.3. Data quality 15.8.4. Data governance 15.8.5. Data ingestion 15.8.6. Data curation 15.9. Middle East & Africa Data Preparation Tools Market Value Share Analysis, By Vertical 15.10. Middle East & Africa Data Preparation Tools Market Forecast, By Vertical 15.10.1. IT and Telecom 15.10.2. Retail and E - commerce 15.10.3. BFSI 15.10.4. Government 15.10.5. Healthcare 15.10.6. Energy and Utilities 15.10.7. Transportation 15.10.8. Manufacturing 15.10.9. Others 15.11. Middle East & Africa Data Preparation Tools Market Value Share Analysis, by Country 15.12. Middle East & Africa Data Preparation Tools Market Forecast, by Country 15.12.1. GCC 15.12.2. South Africa 15.12.3. Rest of Middle East & Africa 15.13. Middle East & Africa Data Preparation Tools Market Analysis, by Country 15.14. GCC Data Preparation Tools Market Forecast, By Platform 15.14.1. Self - service 15.14.2. Data integration 15.15. GCC Data Preparation Tools Market Forecast, By Deployment Mode 15.15.1. Cloud 15.15.2. On-premises 15.16. GCC Data Preparation Tools Market Forecast, By Function 15.16.1. Data collection 15.16.2. Data cataloging 15.16.3. Data quality 15.16.4. Data governance 15.16.5. Data ingestion 15.16.6. Data curation 15.17. GCC Data Preparation Tools Market Forecast, By Vertical 15.17.1. IT and Telecom 15.17.2. Retail and E - commerce 15.17.3. BFSI 15.17.4. Government 15.17.5. Healthcare 15.17.6. Energy and Utilities 15.17.7. Transportation 15.17.8. Manufacturing 15.17.9. Others 15.18. South Africa Data Preparation Tools Market Forecast, By Platform 15.18.1. Self - service 15.18.2. Data integration 15.19. South Africa Data Preparation Tools Market Forecast, By Deployment Mode 15.19.1. Cloud 15.19.2. On-premises 15.20. South Africa Data Preparation Tools Market Forecast, By Function 15.20.1. Data collection 15.20.2. Data cataloging 15.20.3. Data quality 15.20.4. Data governance 15.20.5. Data ingestion 15.20.6. Data curation 15.21. South Africa Data Preparation Tools Market Forecast, By Vertical 15.21.1. IT and Telecom 15.21.2. Retail and E - commerce 15.21.3. BFSI 15.21.4. Government 15.21.5. Healthcare 15.21.6. Energy and Utilities 15.21.7. Transportation 15.21.8. Manufacturing 15.21.9. Others 15.22. Rest of Middle East & Africa Data Preparation Tools Market Forecast, By Platform 15.22.1. Self - service 15.22.2. Data integration 15.23. Rest of Middle East & Africa Data Preparation Tools Market Forecast, By Deployment Mode 15.23.1. Cloud 15.23.2. On-premises 15.24. Rest of Middle East & Africa Data Preparation Tools Market Forecast, By Function 15.24.1. Data collection 15.24.2. Data cataloging 15.24.3. Data quality 15.24.4. Data governance 15.24.5. Data ingestion 15.24.6. Data curation 15.25. Rest of Middle East & Africa Data Preparation Tools Market Forecast, By Vertical 15.25.1. IT and Telecom 15.25.2. Retail and E - commerce 15.25.3. BFSI 15.25.4. Government 15.25.5. Healthcare 15.25.6. Energy and Utilities 15.25.7. Transportation 15.25.8. Manufacturing 15.25.9. Others 15.26. Middle East & Africa Data Preparation Tools Market Attractiveness Analysis 15.26.1. By Platform 15.26.2. By Deployment Mode 15.26.3. By Function 15.26.4. By Vertical 15.27. PEST Analysis 15.28. Key Trends 15.29. Key Developments 16. South America Data Preparation Tools Market Analysis 16.1. Key Findings 16.2. South America Data Preparation Tools Market Overview 16.3. South America Data Preparation Tools Market Value Share Analysis, By Platform 16.4. South America Data Preparation Tools Market Forecast, By Platform 16.4.1. Self - service 16.4.2. Data integration 16.5. South America Data Preparation Tools Market Value Share Analysis, By Deployment Mode 16.6. South America Data Preparation Tools Market Forecast, By Deployment Mode 16.6.1. Cloud 16.6.2. On-premises 16.7. South America Data Preparation Tools Market Value Share Analysis, By Function 16.8. South America Data Preparation Tools Market Forecast, By Function 16.8.1. Data collection 16.8.2. Data cataloging 16.8.3. Data quality 16.8.4. Data governance 16.8.5. Data ingestion 16.8.6. Data curation 16.9. South America Data Preparation Tools Market Value Share Analysis, By Vertical 16.10. South America Data Preparation Tools Market Forecast, By Vertical 16.10.1. IT and Telecom 16.10.2. Retail and E - commerce 16.10.3. BFSI 16.10.4. Government 16.10.5. Healthcare 16.10.6. Energy and Utilities 16.10.7. Transportation 16.10.8. Manufacturing 16.10.9. Others 16.11. South America Data Preparation Tools Market Value Share Analysis, by Country 16.12. South America Data Preparation Tools Market Forecast, by Country 16.12.1. Brazil 16.12.2. Mexico 16.12.3. Rest of South America 16.13. South America Data Preparation Tools Market Analysis, by Country 16.14. Brazil Data Preparation Tools Market Forecast, By Platform 16.14.1. Self - service 16.14.2. Data integration 16.15. Brazil Data Preparation Tools Market Forecast, By Deployment Mode 16.15.1. Cloud 16.15.2. On-premises 16.16. Brazil Data Preparation Tools Market Forecast, By Function 16.16.1. Data collection 16.16.2. Data cataloging 16.16.3. Data quality 16.16.4. Data governance 16.16.5. Data ingestion 16.16.6. Data curation 16.17. Brazil Data Preparation Tools Market Forecast, By Vertical 16.17.1. IT and Telecom 16.17.2. Retail and E - commerce 16.17.3. BFSI 16.17.4. Government 16.17.5. Healthcare 16.17.6. Energy and Utilities 16.17.7. Transportation 16.17.8. Manufacturing 16.17.9. Others 16.18. Mexico Data Preparation Tools Market Forecast, By Platform 16.18.1. Self - service 16.18.2. Data integration 16.19. Mexico Data Preparation Tools Market Forecast, By Deployment Mode 16.19.1. Cloud 16.19.2. On-premises 16.20. Mexico Data Preparation Tools Market Forecast, By Function 16.20.1. Data collection 16.20.2. Data cataloging 16.20.3. Data quality 16.20.4. Data governance 16.20.5. Data ingestion 16.20.6. Data curation 16.21. Mexico Data Preparation Tools Market Forecast, By Vertical 16.21.1. IT and Telecom 16.21.2. Retail and E - commerce 16.21.3. BFSI 16.21.4. Government 16.21.5. Healthcare 16.21.6. Energy and Utilities 16.21.7. Transportation 16.21.8. Manufacturing 16.21.9. Others 16.22. Rest of South America Data Preparation Tools Market Forecast, By Platform 16.22.1. Self - service 16.22.2. Data integration 16.23. Rest of South America Data Preparation Tools Market Forecast, By Deployment Mode 16.23.1. Cloud 16.23.2. On-premises 16.24. Rest of South America Data Preparation Tools Market Forecast, By Function 16.24.1. Data collection 16.24.2. Data cataloging 16.24.3. Data quality 16.24.4. Data governance 16.24.5. Data ingestion 16.24.6. Data curation 16.25. Rest of South America Data Preparation Tools Market Forecast, By Vertical 16.25.1. IT and Telecom 16.25.2. Retail and E - commerce 16.25.3. BFSI 16.25.4. Government 16.25.5. Healthcare 16.25.6. Energy and Utilities 16.25.7. Transportation 16.25.8. Manufacturing 16.25.9. Others 16.26. South America Data Preparation Tools Market Attractiveness Analysis 16.26.1. By Platform 16.26.2. By Deployment Mode 16.26.3. By Function 16.26.4. By Vertical 16.27. PEST Analysis 16.28. Key Trends 16.29. Key Developments 17. Company Profiles 17.1. Market Share Analysis, by Company 17.2. Competition Matrix 17.2.1. Competitive Benchmarking of key players by price, presence, market share, Functions and R&D investment 17.2.2. New Product Launches and Product Enhancements 17.2.3. Market Consolidation 17.2.4. M&A by Regions, Investment and Functions 17.2.5. M&A Key Players, Forward Support & Maintenance and Backward 17.2.6. Support & Maintenance 17.3. Company Profiles: Key Players 17.3.1. Alteryx, Inc. 17.3.1.1. Company Overview 17.3.1.2. Financial Overview 17.3.1.3. Product Portfolio 17.3.1.4. Business Strategy 17.3.1.5. Recent Developments 17.3.1.6. Development Footprint 17.3.2. Informatica Corporation 17.3.3. Datawatch Corporation 17.3.4. Trifacta 17.3.5. Waterline Data 17.3.6. ThoughtSpot 17.3.7. International Business Machines Corporation 17.3.8. Microsoft Corporation 17.3.9. InfluxData Inc. 17.3.10. MicroStrategy Incorporated 17.3.11. Qlik Technologies Inc. 17.3.12. SAP SE 17.3.13. SAS Institute Inc. 17.3.14. Tibco Software Inc. 17.3.15. Altair Engineering, Inc. 17.3.16. Tableau Software, Inc. 17.3.17. Talend

About This Report

Report ID65003
Category Information Technology & Telecommunication
Published DateJune 2020
Updated DateJune 2021
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