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Emergence of big data has resulted into the rise of huge volumes of data and related technologies such as data prep. Data prep tools are gaining traction due to increased need to analyze the voluminous data being generated from internal and external sources within organizations on a daily basis. Data preparation is presently creating a buzz in both business and IT sides of organizations. Data prep tool vendors are also focusing on innovative software technologies for accelerating, if not automating, the analytical process, to support business analytics. Preparing, blending, integrating, cleansing, transforming, governing, and defining the metadata of multiple sources of data including new, raw, big data in Hadoop has been primarily an IT job; however, the broadening of interest in data science and analytics has drawn non-IT personnel into the execution of these tasks.
Scope of the Report:
This report studies the Data Prep market status and outlook of Global and major regions, from angles of players, countries, product types and end industries; this report analyzes the top players in global market, and splits the Data Prep market by product type and applications/end industries.
The data preparation process generally begins with data sourcing and ingestion, moves through making data suitable for use through transformation and enrichment, and then integrates with governance and stewardship for monitoring and improving how data is used for Business Intelligence (BI) and analytics. The steps are interdependent and do not always run sequentially. As a series of ongoing processes, data preparation is not a onetime event. Business and IT should collaborate and iterate on data set preparation.
The global Data Prep market is valued at xx million USD in 2017 and is expected to reach xx million USD by the end of 2023, growing at a CAGR of 26.4% between 2017 and 2023.
The Asia-Pacific will occupy for more market share in following years, especially in China, also fast growing India and Southeast Asia regions.
North America, especially The United States, will still play an important role which cannot be ignored. Any changes from United States might affect the development trend of Data Prep.
Europe also play important roles in global market, with market size of xx million USD in 2017 and will be xx million USD in 2023, with a CAGR of xx%.
Market Segment by Companies, this report covers
Alteryx, Inc
Informatica
International Business Machines Corporation
Tibco Software Inc.
Microsoft Corporation
SAS Institute
Datawatch Corporation
Tableau Software, Inc.
Qlik Technologies Inc.
SAP SE.
Talend
Microstrategy Incorporated
Market Segment by Regions, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, UK, Russia and Italy)
Asia-Pacific (China, Japan, Korea, India and Southeast Asia)
South America (Brazil, Argentina, Colombia)
Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria and South Africa)
Market Segment by Type, covers
Data curation
Data cataloging
Data quality
Data ingestion
Data governance
Market Segment by Applications, can be divided into
Hosted
On-premises
The base year for the study has been considered 2019, historic year 2014 and 2018, the forecast period considered is from 2020 to 2027. The regions analyzed for the market include North America, Europe, South America, Asia Pacific, and Middle East and Africa. These regions are further analyzed at the country-level. The study also includes attractiveness analysis of type, application and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunity for understanding the future growth of the market.
Market is segmented on the basis:
The report offers in-depth analysis of driving factors, opportunities, restraints, and challenges for gaining the key insight of the market. The report emphasizes on all the key trends that play a vital role in the enlargement of the market from 2019 to 2026.
The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews industry offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.
Table of Contents
1 Data Prep Market Overview
1.1 Product Overview and Scope of Data Prep
1.2 Classification of Data Prep by Types
1.2.1 Global Data Prep Revenue Comparison by Types (2017-2023)
1.2.2 Global Data Prep Revenue Market Share by Types in 2017
1.2.3 Data curation
1.2.4 Data cataloging
1.2.5 Data quality
1.2.6 Data ingestion
1.2.7 Data governance
1.3 Global Data Prep Market by Application
1.3.1 Global Data Prep Market Size and Market Share Comparison by Applications (2013-2023)
1.3.2 Hosted
1.3.3 On-premises
1.4 Global Data Prep Market by Regions
1.4.1 Global Data Prep Market Size (Million USD) Comparison by Regions (2013-2023)
1.4.1 North America (USA, Canada and Mexico) Data Prep Status and Prospect (2013-2023)
1.4.2 Europe (Germany, France, UK, Russia and Italy) Data Prep Status and Prospect (2013-2023)
1.4.3 Asia-Pacific (China, Japan, Korea, India and Southeast Asia) Data Prep Status and Prospect (2013-2023)
1.4.4 South America (Brazil, Argentina, Colombia) Data Prep Status and Prospect (2013-2023)
1.4.5 Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria and South Africa) Data Prep Status and Prospect (2013-2023)
1.5 Global Market Size of Data Prep (2013-2023)
2 Manufacturers Profiles
2.1 Alteryx, Inc
2.1.1 Business Overview
2.1.2 Data Prep Type and Applications
2.1.2.1 Product A
2.1.2.2 Product B
2.1.3 Alteryx, Inc Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.2 Informatica
2.2.1 Business Overview
2.2.2 Data Prep Type and Applications
2.2.2.1 Product A
2.2.2.2 Product B
2.2.3 Informatica Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.3 International Business Machines Corporation
2.3.1 Business Overview
2.3.2 Data Prep Type and Applications
2.3.2.1 Product A
2.3.2.2 Product B
2.3.3 International Business Machines Corporation Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.4 Tibco Software Inc.
2.4.1 Business Overview
2.4.2 Data Prep Type and Applications
2.4.2.1 Product A
2.4.2.2 Product B
2.4.3 Tibco Software Inc. Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.5 Microsoft Corporation
2.5.1 Business Overview
2.5.2 Data Prep Type and Applications
2.5.2.1 Product A
2.5.2.2 Product B
2.5.3 Microsoft Corporation Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.6 SAS Institute
2.6.1 Business Overview
2.6.2 Data Prep Type and Applications
2.6.2.1 Product A
2.6.2.2 Product B
2.6.3 SAS Institute Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.7 Datawatch Corporation
2.7.1 Business Overview
2.7.2 Data Prep Type and Applications
2.7.2.1 Product A
2.7.2.2 Product B
2.7.3 Datawatch Corporation Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.8 Tableau Software, Inc.
2.8.1 Business Overview
2.8.2 Data Prep Type and Applications
2.8.2.1 Product A
2.8.2.2 Product B
2.8.3 Tableau Software, Inc. Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.9 Qlik Technologies Inc.
2.9.1 Business Overview
2.9.2 Data Prep Type and Applications
2.9.2.1 Product A
2.9.2.2 Product B
2.9.3 Qlik Technologies Inc. Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.10 SAP SE.
2.10.1 Business Overview
2.10.2 Data Prep Type and Applications
2.10.2.1 Product A
2.10.2.2 Product B
2.10.3 SAP SE. Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.11 Talend
2.11.1 Business Overview
2.11.2 Data Prep Type and Applications
2.11.2.1 Product A
2.11.2.2 Product B
2.11.3 Talend Data Prep Revenue, Gross Margin and Market Share (2016-2017)
2.12 Microstrategy Incorporated
2.12.1 Business Overview
2.12.2 Data Prep Type and Applications
2.12.2.1 Product A
2.12.2.2 Product B
2.12.3 Microstrategy Incorporated Data Prep Revenue, Gross Margin and Market Share (2016-2017)
3 Global Data Prep Market Competition, by Players
3.1 Global Data Prep Revenue and Share by Players (2013-2018)
3.2 Market Concentration Rate
3.2.1 Top 5 Data Prep Players Market Share
3.2.2 Top 10 Data Prep Players Market Share
3.3 Market Competition Trend
4 Global Data Prep Market Size by Regions
4.1 Global Data Prep Revenue and Market Share by Regions
4.2 North America Data Prep Revenue and Growth Rate (2013-2018)
4.3 Europe Data Prep Revenue and Growth Rate (2013-2018)
4.4 Asia-Pacific Data Prep Revenue and Growth Rate (2013-2018)
4.5 South America Data Prep Revenue and Growth Rate (2013-2018)
4.6 Middle East and Africa Data Prep Revenue and Growth Rate (2013-2018)
5 North America Data Prep Revenue by Countries
5.1 North America Data Prep Revenue by Countries (2013-2018)
5.2 USA Data Prep Revenue and Growth Rate (2013-2018)
5.3 Canada Data Prep Revenue and Growth Rate (2013-2018)
5.4 Mexico Data Prep Revenue and Growth Rate (2013-2018)
6 Europe Data Prep Revenue by Countries
6.1 Europe Data Prep Revenue by Countries (2013-2018)
6.2 Germany Data Prep Revenue and Growth Rate (2013-2018)
6.3 UK Data Prep Revenue and Growth Rate (2013-2018)
6.4 France Data Prep Revenue and Growth Rate (2013-2018)
6.5 Russia Data Prep Revenue and Growth Rate (2013-2018)
6.6 Italy Data Prep Revenue and Growth Rate (2013-2018)
7 Asia-Pacific Data Prep Revenue by Countries
7.1 Asia-Pacific Data Prep Revenue by Countries (2013-2018)
7.2 China Data Prep Revenue and Growth Rate (2013-2018)
7.3 Japan Data Prep Revenue and Growth Rate (2013-2018)
7.4 Korea Data Prep Revenue and Growth Rate (2013-2018)
7.5 India Data Prep Revenue and Growth Rate (2013-2018)
7.6 Southeast Asia Data Prep Revenue and Growth Rate (2013-2018)
8 South America Data Prep Revenue by Countries
8.1 South America Data Prep Revenue by Countries (2013-2018)
8.2 Brazil Data Prep Revenue and Growth Rate (2013-2018)
8.3 Argentina Data Prep Revenue and Growth Rate (2013-2018)
8.4 Colombia Data Prep Revenue and Growth Rate (2013-2018)
9 Middle East and Africa Revenue Data Prep by Countries
9.1 Middle East and Africa Data Prep Revenue by Countries (2013-2018)
9.2 Saudi Arabia Data Prep Revenue and Growth Rate (2013-2018)
9.3 UAE Data Prep Revenue and Growth Rate (2013-2018)
9.4 Egypt Data Prep Revenue and Growth Rate (2013-2018)
9.5 Nigeria Data Prep Revenue and Growth Rate (2013-2018)
9.6 South Africa Data Prep Revenue and Growth Rate (2013-2018)
10 Global Data Prep Market Segment by Type
10.1 Global Data Prep Revenue and Market Share by Type (2013-2018)
10.2 Global Data Prep Market Forecast by Type (2018-2023)
10.3 Data curation Revenue Growth Rate (2013-2023)
10.4 Data cataloging Revenue Growth Rate (2013-2023)
10.5 Data quality Revenue Growth Rate (2013-2023)
10.6 Data ingestion Revenue Growth Rate (2013-2023)
10.7 Data governance Revenue Growth Rate (2013-2023)
11 Global Data Prep Market Segment by Application
11.1 Global Data Prep Revenue Market Share by Application (2013-2018)
11.2 Data Prep Market Forecast by Application (2018-2023)
11.3 Hosted Revenue Growth (2013-2018)
11.4 On-premises Revenue Growth (2013-2018)
12 Global Data Prep Market Size Forecast (2018-2023)
12.1 Global Data Prep Market Size Forecast (2018-2023)
12.2 Global Data Prep Market Forecast by Regions (2018-2023)
12.3 North America Data Prep Revenue Market Forecast (2018-2023)
12.4 Europe Data Prep Revenue Market Forecast (2018-2023)
12.5 Asia-Pacific Data Prep Revenue Market Forecast (2018-2023)
12.6 South America Data Prep Revenue Market Forecast (2018-2023)
12.7 Middle East and Africa Data Prep Revenue Market Forecast (2018-2023)
13 Research Findings and Conclusion
14 Appendix
14.1 Methodology
14.2 Data Source
List of Tables and Figures
Figure Data Prep Picture
Table Product Specifications of Data Prep
Table Global Data Prep and Revenue (Million USD) Market Split by Product Type
Figure Global
ProactiveWe manage our resources 24/7 to identify issues and address them before they become problems
Quality & ReliabilityWe are committed to providing reliable and highly accurate data with an excellent quality control system
Global Outreach6 Major regions and 40+ countries level analysis accomplished
Competitive PricingOur pricing strategy is highly competitive in the market, without compensating on the quality and the timeline of project delivery
