Global Data Prep Market Size, Status and Forecast 2019-2025

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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.
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.
In 2018, the global Data Prep market size was xx million US$ and it is expected to reach xx million US$ by the end of 2025, with a CAGR of 21.7% during 2019-2025.

This report focuses on the global Data Prep status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Data Prep development in United States, Europe and China.

The key players covered in this study
    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 Type, the product can be split into
    Data curation
    Data cataloging
    Data quality
    Data ingestion
    Data governance

Market segment by Application, split into
    Hosted
    On-premises

Market segment by Regions/Countries, this report covers
    United States
    Europe
    China
    Japan
    Southeast Asia
    India
    Central & South America

The study objectives of this report are:
    To analyze global Data Prep status, future forecast, growth opportunity, key market and key players.
    To present the Data Prep development in United States, Europe and China.
    To strategically profile the key players and comprehensively analyze their development plan and strategies.
    To define, describe and forecast the market by product type, market and key regions.

In this study, the years considered to estimate the market size of Data Prep are as follows:
    History Year: 2014-2018
    Base Year: 2018
    Estimated Year: 2019
    Forecast Year 2019 to 2025
For the data information by region, company, type and application, 2018 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.
Table of Contents

1 Report Overview
    1.1 Study Scope
    1.2 Key Market Segments
    1.3 Players Covered
    1.4 Market Analysis by Type
        1.4.1 Global Data Prep Market Size Growth Rate by Type (2014-2025)
        1.4.2 Data curation
        1.4.3 Data cataloging
        1.4.4 Data quality
        1.4.5 Data ingestion
        1.4.6 Data governance
    1.5 Market by Application
        1.5.1 Global Data Prep Market Share by Application (2014-2025)
        1.5.2 Hosted
        1.5.3 On-premises
    1.6 Study Objectives
    1.7 Years Considered

2 Global Growth Trends
    2.1 Data Prep Market Size
    2.2 Data Prep Growth Trends by Regions
        2.2.1 Data Prep Market Size by Regions (2014-2025)
        2.2.2 Data Prep Market Share by Regions (2014-2019)
    2.3 Industry Trends
        2.3.1 Market Top Trends
        2.3.2 Market Drivers
        2.3.3 Market Opportunities

3 Market Share by Key Players
    3.1 Data Prep Market Size by Manufacturers
        3.1.1 Global Data Prep Revenue by Manufacturers (2014-2019)
        3.1.2 Global Data Prep Revenue Market Share by Manufacturers (2014-2019)
        3.1.3 Global Data Prep Market Concentration Ratio (CR5 and HHI)
    3.2 Data Prep Key Players Head office and Area Served
    3.3 Key Players Data Prep Product/Solution/Service
    3.4 Date of Enter into Data Prep Market
    3.5 Mergers & Acquisitions, Expansion Plans

4 Breakdown Data by Type and Application
    4.1 Global Data Prep Market Size by Type (2014-2019)
    4.2 Global Data Prep Market Size by Application (2014-2019)

5 United States
    5.1 United States Data Prep Market Size (2014-2019)
    5.2 Data Prep Key Players in United States
    5.3 United States Data Prep Market Size by Type
    5.4 United States Data Prep Market Size by Application

6 Europe
    6.1 Europe Data Prep Market Size (2014-2019)
    6.2 Data Prep Key Players in Europe
    6.3 Europe Data Prep Market Size by Type
    6.4 Europe Data Prep Market Size by Application

7 China
    7.1 China Data Prep Market Size (2014-2019)
    7.2 Data Prep Key Players in China
    7.3 China Data Prep Market Size by Type
    7.4 China Data Prep Market Size by Application

8 Japan
    8.1 Japan Data Prep Market Size (2014-2019)
    8.2 Data Prep Key Players in Japan
    8.3 Japan Data Prep Market Size by Type
    8.4 Japan Data Prep Market Size by Application

9 Southeast Asia
    9.1 Southeast Asia Data Prep Market Size (2014-2019)
    9.2 Data Prep Key Players in Southeast Asia
    9.3 Southeast Asia Data Prep Market Size by Type
    9.4 Southeast Asia Data Prep Market Size by Application

10 India
    10.1 India Data Prep Market Size (2014-2019)
    10.2 Data Prep Key Players in India
    10.3 India Data Prep Market Size by Type
    10.4 India Data Prep Market Size by Application

11 Central & South America
    11.1 Central & South America Data Prep Market Size (2014-2019)
    11.2 Data Prep Key Players in Central & South America
    11.3 Central & South America Data Prep Market Size by Type
    11.4 Central & South America Data Prep Market Size by Application

12 International Players Profiles
    12.1 Alteryx, Inc
        12.1.1 Alteryx, Inc Company Details
        12.1.2 Company Description and Business Overview
        12.1.3 Data Prep Introduction
        12.1.4 Alteryx, Inc Revenue in Data Prep Business (2014-2019)
        12.1.5 Alteryx, Inc Recent Development
    12.2 Informatica
        12.2.1 Informatica Company Details
        12.2.2 Company Description and Business Overview
        12.2.3 Data Prep Introduction
        12.2.4 Informatica Revenue in Data Prep Business (2014-2019)
        12.2.5 Informatica Recent Development
    12.3 International Business Machines Corporation
        12.3.1 International Business Machines Corporation Company Details
        12.3.2 Company Description and Business Overview
        12.3.3 Data Prep Introduction
        12.3.4 International Business Machines Corporation Revenue in Data Prep Business (2014-2019)
        12.3.5 International Business Machines Corporation Recent Development
    12.4 Tibco Software Inc.
        12.4.1 Tibco Software Inc. Company Details
        12.4.2 Company Description and Business Overview
        12.4.3 Data Prep Introduction
        12.4.4 Tibco Software Inc. Revenue in Data Prep Business (2014-2019)
        12.4.5 Tibco Software Inc. Recent Development
    12.5 Microsoft Corporation
        12.5.1 Microsoft Corporation Company Details
        12.5.2 Company Description and Business Overview
        12.5.3 Data Prep Introduction
        12.5.4 Microsoft Corporation Revenue in Data Prep Business (2014-2019)
        12.5.5 Microsoft Corporation Recent Development
    12.6 SAS Institute
        12.6.1 SAS Institute Company Details
        12.6.2 Company Description and Business Overview
        12.6.3 Data Prep Introduction
        12.6.4 SAS Institute Revenue in Data Prep Business (2014-2019)
        12.6.5 SAS Institute Recent Development
    12.7 Datawatch Corporation
        12.7.1 Datawatch Corporation Company Details
        12.7.2 Company Description and Business Overview
        12.7.3 Data Prep Introduction
        12.7.4 Datawatch Corporation Revenue in Data Prep Business (2014-2019)
        12.7.5 Datawatch Corporation Recent Development
    12.8 Tableau Software, Inc.
        12.8.1 Tableau Software, Inc. Company Details
        12.8.2 Company Description and Business Overview
        12.8.3 Data Prep Introduction
        12.8.4 Tableau Software, Inc. Revenue in Data Prep Business (2014-2019)
        12.8.5 Tableau Software, Inc. Recent Development
    12.9 Qlik Technologies Inc.
        12.9.1 Qlik Technologies Inc. Company Details
        12.9.2 Company Description and Business Overview
        12.9.3 Data Prep Introduction
        12.9.4 Qlik Technologies Inc. Revenue in Data Prep Business (2014-2019)
        12.9.5 Qlik Technologies Inc. Recent Development
    12.10 SAP SE.
        12.10.1 SAP SE. Company Details
        12.10.2 Company Description and Business Overview
        12.10.3 Data Prep Introduction
        12.10.4 SAP SE. Revenue in Data Prep Business (2014-2019)
        12.10.5 SAP SE. Recent Development
    12.11 Talend
    12.12 Microstrategy Incorporated

13 Market Forecast 2019-2025
    13.1 Market Size Forecast by Regions
    13.2 United States
    13.3 Europe
    13.4 China
    13.5 Japan
    13.6 Southeast Asia
    13.7 India
    13.8 Central & South America
    13.9 Market Size Forecast by Product (2019-2025)
    13.10 Market Size Forecast by Application (2019-2025)

14 Analyst's Viewpoints/Conclusions

15 Appendix
    15.1 Research Methodology
        15.1.1 Methodology/Research Approach
            15.1.1.1 Research Programs/Design
            15.1.1.2 Market Size Estimation
            12.1.1.3 Market Breakdown and Data Triangulation
        15.1.2 Data Source
            15.1.2.1 Secondary Sources
            15.1.2.2 Primary Sources
    15.2 Disclaimer
    15.3 Author Details

List of Tables and Figures Table Data Prep Key Market Segments Table Key Players Data Prep Covered Table Global Data Prep Market Size Growth Rate by Type 2014-2025 (Million US$) Figure Global Data Prep Market Size Market Share by Type 2014-2025 Figure Data curation Figures Table Key Players of Data curation Figure Data cataloging Figures Table Key Players of Data cataloging Figure Data quality Figures Table Key Players of Data quality Figure Data ingestion Figures Table Key Players of Data ingestion Figure Data governance Figures Table Key Players of Data governance Table Global Data Prep Market Size Growth by Application 2014-2025 (Million US$) Figure Hosted Case Studies Figure On-premises Case Studies Figure Data Prep Report Years Considered Table Global Data Prep Market Size 2014-2025 (Million US$) Figure Global Data Prep Market Size and Growth Rate 2014-2025 (Million US$) Table Global Data Prep Market Size by Regions 2014-2025 (Million US$) Table Global Data Prep Market Size by Regions 2014-2019 (Million US$) Table Global Data Prep Market Share by Regions 2014-2019 Figure Global Data Prep Market Share by Regions 2014-2019 Figure Global Data Prep Market Share by Regions 2019 Table Market Top Trends Table Global Data Prep Revenue by Manufacturers (2014-2019) (Million US$) Table Global Data Prep Market Share by Manufacturers (2014-2019) Figure Global Data Prep Market Share by Manufacturers in 2018 Table Global Data Prep Manufacturers Market Concentration Ratio (CR5 and HHI) Table Key Players Head office and Area Served Table Key Players Data Prep Product/Solution/Service Table Date of Enter into Data Prep Market Table Mergers & Acquisitions, Expansion Plans Table Global Data Prep Market Size by Type (2014-2019) (Million US$) Table Global Data Prep Market Size Share by Type (2014-2019) Figure Global Data Prep Market Size Market Share by Type (2014-2019) Table Global Data Prep Market Size by Application (2014-2019) (Million US$) Table Global Data Prep Market Size Share by Application (2014-2019) Figure Global Data Prep Market Size Market Share by Application (2014-2019) Figure Global Data Prep Revenue Market Share by Application in 2018 Figure United States Data Prep Market Size 2014-2019 (Million US$) Table United States Key Players Data Prep Revenue (2018-2019) (Million US$) Table United States Key Players Data Prep Market Share (2018-2019) Table United States Data Prep Market Size by Type (2014-2019) (Million US$) Table United States Data Prep Market Share by Type (2014-2019) Table United States Data Prep Market Size by Application (2014-2019) (Million US$) Table United States Data Prep Market Share by Application (2014-2019) Figure Europe Data Prep Market Size 2014-2019 (Million US$) Table Europe Key Players Data Prep Revenue (2018-2019) (Million US$) Table Europe Key Players Data Prep Market Share (2018-2019) Table Europe Data Prep Market Size by Type (2014-2019) (Million US$) Table Europe Data Prep Market Share by Type (2014-2019) Table Europe Data Prep Market Size by Application (2014-2019) (Million US$) Table Europe Data Prep Market Share by Application (2014-2019) Figure China Data Prep Market Size 2014-2019 (Million US$) Table China Key Players Data Prep Revenue (2018-2019) (Million US$) Table China Key Players Data Prep Market Share (2018-2019) Table China Data Prep Market Size by Type (2014-20189) (Million US$) Table China Data Prep Market Share by Type (2014-2019) Table China Data Prep Market Size by Application (2014-2019) (Million US$) Table China Data Prep Market Share by Application (2014-2019) Figure Japan Data Prep Market Size 2014-2019 (Million US$) Table Japan Key Players Data Prep Revenue (2018-2019) (Million US$) Table Japan Key Players Data Prep Market Share (2018-2019) Table Japan Data Prep Market Size by Type (2014-2019) (Million US$) Table Japan Data Prep Market Share by Type (2014-2019) Table Japan Data Prep Market Size by Application (2014-2019) (Million US$) Table Japan Data Prep Market Share by Application (2014-2019) Figure Southeast Asia Data Prep Market Size 2014-2019 (Million US$) Table Southeast Asia Key Players Data Prep Revenue (2018-2019) (Million US$) Table Southeast Asia Key Players Data Prep Market Share (2018-2019) Table Southeast Asia Data Prep Market Size by Type (2014-2019) (Million US$) Table Southeast Asia Data Prep Market Share by Type (2014-2019) Table Southeast Asia Data Prep Market Size by Application (2014-2019) (Million US$) Table Southeast Asia Data Prep Market Share by Application (2014-2019) Figure India Data Prep Market Size 2014-2019 (Million US$) Table India Key Players Data Prep Revenue (2018-2019) (Million US$) Table India Key Players Data Prep Market Share (2018-2019) Table India Data Prep Market Size by Type (2014-2019) (Million US$) Table India Data Prep Market Share by Type (2014-2019) Table India Data Prep Market Size by Application (2014-2019) (Million US$) Table India Data Prep Market Share by Application (2014-2019) Figure Central & South America Data Prep Market Size 2014-2019 (Million US$) Table Central & South America Key Players Data Prep Revenue (2018-2019) (Million US$) Table Central & South America Key Players Data Prep Market Share (2018-2019) Table Central & South America Data Prep Market Size by Type (2014-2019) (Million US$) Table Central & South America Data Prep Market Share by Type (2014-2019) Table Central & South America Data Prep Market Size by Application (2014-2019) (Million US$) Table Central & South America Data Prep Market Share by Application (2014-2019) Table Alteryx, Inc Company Details Table Alteryx, Inc Revenue in Data Prep Business (2014-2019) (Million US$) Figure Alteryx, Inc Revenue Growth Rate in Data Prep Business (2014-2019) Table Alteryx, Inc Recent Development Table Informatica Company Details Table Informatica Revenue in Data Prep Business (2014-2019)(Million US$) Figure Informatica Revenue Growth Rate in Data Prep Business (2014-2019) Table Informatica Recent Development Table International Business Machines Corporation Company Details Table International Business Machines Corporation Revenue in Data Prep Business (2014-2019)(Million US$) Figure International Business Machines Corporation Revenue Growth Rate in Data Prep Business (2014-2019) Table International Business Machines Corporation Recent Development Table Tibco Software Inc. Company Details Table Tibco Software Inc. Revenue in Data Prep Business (2014-2019)(Million US$) Figure Tibco Software Inc. Revenue Growth Rate in Data Prep Business (2014-2019) Table Tibco Software Inc. Recent Development Table Microsoft Corporation Company Details Table Microsoft Corporation Revenue in Data Prep Business (2014-2019)(Million US$) Figure Microsoft Corporation Revenue Growth Rate in Data Prep Business (2014-2019) Table Microsoft Corporation Recent Development Table SAS Institute Company Details Table SAS Institute Revenue in Data Prep Business (2014-2019)(Million US$) Figure SAS Institute Revenue Growth Rate in Data Prep Business (2014-2019) Table SAS Institute Recent Development Table Datawatch Corporation Company Details Table Datawatch Corporation Revenue in Data Prep Business (2014-2019)(Million US$) Figure Datawatch Corporation Revenue Growth Rate in Data Prep Business (2014-2019) Table Datawatch Corporation Recent Development Table Tableau Software, Inc. Company Details Table Tableau Software, Inc. Revenue in Data Prep Business (2014-2019)(Million US$) Figure Tableau Software, Inc. Revenue Growth Rate in Data Prep Business (2014-2019) Table Tableau Software, Inc. Recent Development Table Qlik Technologies Inc. Company Details Table Qlik Technologies Inc. Revenue in Data Prep Business (2014-2019)(Million US$) Figure Qlik Technologies Inc. Revenue Growth Rate in Data Prep Business (2014-2019) Table Qlik Technologies Inc. Recent Development Table SAP SE. Company Details Table SAP SE. Revenue in Data Prep Business (2014-2019)(Million US$) Figure SAP SE. Revenue Growth Rate in Data Prep Business (2014-2019) Table SAP SE. Recent Development Table Talend Company Details Table Microstrategy Incorporated Company Details Table Global Data Prep Market Size by Regions (Million US$) 2019-2025 Figure Global Data Prep Market Size Share by Regions (2019-2025) Figure Global Data Prep Market Size Share by Regions in 2025 Figure United States Data Prep Market Size Forecast (2019-2025)(Million USD) Figure Europe Data Prep Market Size Forecast (2019-2025)(Million USD) Figure China Data Prep Market Size Forecast (2019-2025)(Million USD) Figure Japan Data Prep Market Size Forecast (2019-2025)(Million USD) Figure Southeast Asia Data Prep Market Size Forecast (2019-2025)(Million USD) Figure India Data Prep Market Size Forecast (2019-2025)(Million USD) Figure Central & South America Data Prep Market Size Forecast (2019-2025)(Million USD) Table Global Data Prep Market Size by Product (2019-2025) (Million US$) Figure Global Data Prep Market Size by Product (2019-2025) Figure Global Data Prep Market Size by Product in 2025 Table Global Data Prep Market Size by Application (2019-2025) (Million US$) Figure Global Data Prep Market Size by Application (2019-2025) Figure Global Data Prep Market Size by Application in 2025 Table Research Programs/Design for This Report Figure Bottom-up and Top-down Approaches for This Report Figure Data Triangulation Table Key Data Information from Secondary Sources Table Key Data Information from Primary Sources

This research study involved the extensive usage of both primary and secondary data sources.  The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. Top-down and bottom-up approaches are used to validate the global market size market and estimate the market size for manufacturers, regions segments, product segments and applications (end users). All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from QYResearch and presented in this report.
 

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.
 

Secondary Sources occupies Approximately 25% of Sources, such as press releases, annual reports, Non-Profit organizations, industry associations, governmental agencies and customs data, and so on; This research study involved the usage of widespread secondary sources; directories; databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), TRADING ECONOMICS, and avention; Investing News Network; statista; Federal Reserve Economic Data; annual reports; BIS Statistics; ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and commercial study of the Light Aircraft market. It was also used to obtain important information about the top players, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.
 

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product manufacturers (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers etc.
 

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end users (product buyers), and related key executives from various key companies and organizations operating in the global market.
 

Primary research was conducted to identify segmentation types, product price range, product applications, key players, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.
 

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