Data Prep Market - Global Industry Analysis, Size, Share, Trends, Analysis, Growth, and Forecast 2017 - 2025
Data preparation involves collecting, cleaning, and consolidating data into a single file or database to be utilizable for analysis purposes. Data preparation is mostly used for non-standard data, for combining data from several sources, dealing with data from unstructured sources, and reporting on data that was entered manually.
Data prep employs tools such as data cataloging, data ingestion, data curation, data quality, and data governance to create high quality consistent data. Data prep also eliminates low quality and incorrect data which is detrimental to the efficient functioning of data mining and analytics processes. It also helps to validate and rationalize data procured from multiple sources to be useful for different applications.
The emergence of big data and attempts of organizations to turn massive data sets into a competitive advantage has led to the rise of data prep technologies. Data prep tools are increasingly being used by organizations due to the need to analyze large volumes of data that is generated from internal and external sources on a daily basis. At present, data prep is abuzz in the business as well as IT sides of organizations. Vendors engaged in the development of data prep tools are also focused on developing newer software for accelerating the analytical process, which, in turn, supports business analytics.
The complete process of data prep includes preparing, blending, cleansing, integrating, transforming, and defining the metadata of data collected from multiple sources. While the entire process of data prep has been a job of an IT personnel, however, with expanding interest of individuals in data science and analytics, it has drawn the interest of non-IT personnel for the execution of these tasks.
Self-service data preparation is recommended to enable users understand data better and reduce efforts invested in data preparation. Analysts spend a majority of their time in preparing data across most of the organizations, delaying the time to analyze the data and thus decision making. Compounding the concern is that a majority of analysts still use traditional tools, which in most cases are unable to handle data obtained from novel sources.
With the latest innovations in self-service data prep, analysts are able to access information from various sources and work directly with data to clean, enhance, an combine. As per recent studies the staggering volume of data generated regularly owing to the exponential growth of the big data, analytics, and other modules will give impetus to the global data prep market. The demand for data prep services will also rise as organizations exhibit higher demand for actionable insights.
For the purpose of the study, the global data prep market can be segmented into tool, platform, deployment model, and region. The core objective of this market study is to define and describe the global data prep market. It also intends to present refined outlook for the market, thereby shedding light on key opportunities and threats that the leading players should take a note of.
Data prep tools such as data cataloging, data ingestion, data curation, and data governance are used to create relevant information consistent with high quality standards. The technology also helps in eliminating risks of incorrect data, which could adversely impact the functioning of processes such as data mining and analytics. Data preps enable validation of data obtained from disparate sources, thereby aiding integration of diverse applications. The technology therefore eases the process of preparing relevant data to be used for analytics, besides optimizing to generate relevant information.
The staggering volume of data generated across organizations has boosted the demand for technologies such as data prep, which will help them efficiently process information. Data prep tools are thus gaining traction as the need to analyze such voluminous data becomes a critical operation. Currently, the technology has stirred a buzz in IT and business sides of any organization alike. In order to capitalize on prevailing opportunities data preparation vendors are focusing on innovating software technologies for accelerating the process of business analytics.
Spurred by these factors, the global data prep market will record high growth during the course of the forecast period.
Asia Pacific, Europe, North America, Latin America, and the Middle East & Africa are some of the key regional markets for data prep. Among this, the market is currently witnessing lucrative opportunities in North America. The rapid growth of the IT industry in the region has significantly aided the expansion of the data prep market in North America. The region is also at the fore of adopting the latest in technology, which has given impetus to the data prep market herein. Besides this the market is also expected to gain robust opportunities across emerging nations due to the rapid proliferation of IoT and other smart devices.
Microsoft Corporation, TIBCO Software, IBM Corporation, Alteryx, Inc., Datawatch Corporation, SAP SE, SAS Institute, Informatica, and Talend are some of the leading companies operating in the global data prep market. Marketing strategies adopted by these companies and increased funding on research and development will have a positive influence in the overall market as well.
This study provides a particularized anatomy according to the L.E.A.P mechanism
The regional analysis offers market assays across:
The study, prepared through the L.E.A.P mechanism adds a dimension of infallibility and assures precise information on all the growth dynamics.
Latest Trends and Cardinal Growth Prospects
The study assists in burnishing the knowledge of the stakeholder in terms of the emerging trends. The study provides an expansive coverage on the latest developments and novel profit-yielding sources that augur well with the market. A dedicated and determined team of experts conduct an out-and-out research on diverse aspects to offer ultimate breakthroughs in the market.
Existing and Future Insights in Growth
The interfusion of ubiquitous primary and secondary research through modern tools invites perfection and accuracy in every aspect. Primary research is circumspectly conducted through exhaustive interactions and interviews of experts. These valuable opinions are then neatly inducted in the report to allow the stakeholder for reaping the benefits. A treasure of secondary data is extracted via famed paid sources, yearly estimates and statements, renowned journals, and government documents. These sources assist in creating a robust database comprising existing and subsequent growth dynamics.
Ascensions in Technology
Diverse technological advancements and cutting-edge innovations in the market have been covered in this study to assist the stakeholder in research and development activities. Recent upgrades have also been added in the study, thus helping the stakeholder to paint the strokes of growth on the canvas of the market.
The study presents a plethora of challenges and obstacles that can hinder the growth of the market to allow the stakeholder to prepare their strategies accordingly.
The world ushered in the new decade with the shadow of the COVID-19 pandemic. The outbreak has damaged the growth prospects of several businesses and has crippled the entire economy. The study is in tandem with the changing dynamics of the market due to the SARS-CoV-2 outbreak. The study focuses on the coronavirus pandemic and analyses every aspect that impacts the growth positively or negatively.
An aerial perspective of the regions covered in this study enables the stakeholder to design strategies accordingly. The 360-degree assessment of every aspect associated with growth offers information on a rainbow of growth opportunities available across the market.
The exhaustive study motivates the stakeholder to take the 'LEAP' of faith and achieve success!
This report is the key to questions such as:
What are the prominent factors that will help in reshaping the market growth?
Which trends have the potential to bring expansive growth for the market?
What are the necessary strategies to overcome the ill-effects of the COVID-19 pandemic?
Which regions will emerge as champion growth contributors for the market?
Which aspects will serve as game-changers for the market?
What are the latest innovations in the market?
Which factors will hinder the growth of the market?
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