Global Data Prep Market Report, History and Forecast 2014-2025, Breakdown Data by Companies, Key Regions, Types and Application
Summary
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% between 2019 and 2025.
This report studies the Data Prep market size by players, regions, product types and end industries, history data 2014-2018 and forecast data 2019-2025; This report also studies the global market competition landscape, market drivers and trends, opportunities and challenges, risks and entry barriers, sales channels, distributors and Porter's Five Forces Analysis.
Alteryx, Inc
Informatica
IBM
Tibco Software Inc.
Microsoft
SAS Institute
Datawatch Corporation
Tableau Software
Qlik Technologies Inc.
SAP SE.
Talend
Microstrategy Incorporated
North America
Europe
China
Rest of Asia Pacific
Central & South America
Middle East & Africa
Data curation
Data cataloging
Data quality
Data ingestion
Data governance
Market segment by Application, the market can be split into
Hosted
On-premises
To study and forecast the market size of Data Prep in global market.
To analyze the global key players, SWOT analysis, value and global market share for top players.
To define, describe and forecast the market by type, end use and region.
To analyze and compare the market status and forecast among global major regions.
To analyze the global key regions market potential and advantage, opportunity and challenge, restraints and risks.
To identify significant trends and factors driving or inhibiting the market growth.
To analyze the opportunities in the market for stakeholders by identifying the high growth segments.
To strategically analyze each submarket with respect to individual growth trend and their contribution to the market
To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
To strategically profile the key players and comprehensively analyze their growth strategies.
In this study, the years considered to estimate the market size of Data Prep are as follows:
History Year: 2014-2018
2018
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.
Raw material suppliers
Distributors/traders/wholesalers/suppliers
Regulatory bodies, including government agencies and NGO
Commercial research & development (R&D) institutions
Importers and exporters
Government organizations, research organizations, and consulting firms
Trade associations and industry bodies
End-use industries
With the given market data, offers customizations according to the company's specific needs. The following customization options are available for the report:
Further breakdown of Data Prep market on basis of the key contributing countries.
Detailed analysis and profiling of additional market players.
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% between 2019 and 2025.
This report studies the Data Prep market size by players, regions, product types and end industries, history data 2014-2018 and forecast data 2019-2025; This report also studies the global market competition landscape, market drivers and trends, opportunities and challenges, risks and entry barriers, sales channels, distributors and Porter's Five Forces Analysis.
This report focuses on the global top players, covered
Alteryx, Inc
Informatica
IBM
Tibco Software Inc.
Microsoft
SAS Institute
Datawatch Corporation
Tableau Software
Qlik Technologies Inc.
SAP SE.
Talend
Microstrategy Incorporated
Market segment by Regions/Countries, this report covers
North America
Europe
China
Rest of Asia Pacific
Central & South America
Middle East & Africa
Market segment by Type, the product can be split into
Data curation
Data cataloging
Data quality
Data ingestion
Data governance
Market segment by Application, the market can be split into
Hosted
On-premises
The study objectives of this report are:
To study and forecast the market size of Data Prep in global market.
To analyze the global key players, SWOT analysis, value and global market share for top players.
To define, describe and forecast the market by type, end use and region.
To analyze and compare the market status and forecast among global major regions.
To analyze the global key regions market potential and advantage, opportunity and challenge, restraints and risks.
To identify significant trends and factors driving or inhibiting the market growth.
To analyze the opportunities in the market for stakeholders by identifying the high growth segments.
To strategically analyze each submarket with respect to individual growth trend and their contribution to the market
To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
To strategically profile the key players and comprehensively analyze their growth strategies.
In this study, the years considered to estimate the market size of Data Prep are as follows:
History Year: 2014-2018
Base Year:
2018Estimated Year:
2019Forecast 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.
Key Stakeholders
Raw material suppliers
Distributors/traders/wholesalers/suppliers
Regulatory bodies, including government agencies and NGO
Commercial research & development (R&D) institutions
Importers and exporters
Government organizations, research organizations, and consulting firms
Trade associations and industry bodies
End-use industries
Available Customizations
With the given market data, offers customizations according to the company's specific needs. The following customization options are available for the report:
Further breakdown of Data Prep market on basis of the key contributing countries.
Detailed analysis and profiling of additional market players.
Frequently Asked Questions
This market study covers the global and regional market with an in-depth analysis of the overall growth prospects in the market. Furthermore, it sheds light on the comprehensive competitive landscape of the global market. The report further offers a dashboard overview of leading companies encompassing their successful marketing strategies, market contribution, recent developments in both historic and present contexts.
- By product type
- By End User/Applications
- By Technology
- By Region
The report provides a detailed evaluation of the market by highlighting information on different aspects which include drivers, restraints, opportunities, and threats. This information can help stakeholders to make appropriate decisions before investing.
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