Data preparation tools enable organizations to identify, clean, and convert raw datasets from various data sources to assist data professionals in performing data analysis and gaining valuable insights using machine learning (ML) algorithms and analytics tools. These data sets are used for business analysis, which enable organizations in decision-making through cleansing, accessing, validating, and transforming data without requiring human processes or coding expertise. Data preparation tools allow users to spend less time gathering, cleansing, and structuring data and more time mining and analyzing it.
As part of the research “SPARK Matrix™: Data Preparation Tools, 2022” Quadrant Knowledge Solutions conducted an in-depth analysis of major industrial Data Preparation Tools vendors by evaluating their products, market presence, and customer value proposition. Based on the analysis, the study provides competition analysis and ranking of the leading vendors in the form of SPARK Matrix. The evaluation is based on the primary research with expert interviews, analysis of use cases, and Quadrant’s internal analysis of the overall Data Preparation Tools market. The SPARK Matrix evaluation examined Quest Software and eighteen other vendors including Altair, Alteryx, Boomi, Cambridge Semantics, Datameer, DataRobot, Elegant MicroWeb, Informatica, Modak Analytics, Oracle, Precisely, SAP, SAS, Talend, Tamr, TIBCO, Yellowfin.
Quadrant Knowledge Solutions research analyzes market dynamics, growth opportunities, emerging technology trends, and the vendor ecosystem of the global market. This research provides strategic information for technology vendors to better understand the market supporting their growth strategies and for users to evaluate different vendor capability, competitive differentiation
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