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Our strategic research and consulting deliverable are designed
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The major technology disruptions to look for in 2022 & beyond

Our strategic research and consulting deliverable are designed to provide comprehensive information and strategic insights to our clients enabling them to achieve business transformation goals.

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TechTalk Series

Our strategic research and consulting deliverable are designed
to provide comprehensive information and strategic insights to
our clients enabling them to achieve business transformation goals.

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Competitive Intelligence

Amazon’s Bezos to Face Unprecedented Protests During India Trip

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Strategic Performance Assessment & Ranking

SPARK Matrix™: Data Preparation Tools, 2022

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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 enables organizations in decision-making through cleansing, accessing, validating, and transforming data without requiring human processes or coding expertise.

Quadrant Knowledge Solutions’ Data Preparation Tools market research includes a detailed analysis of the global market regarding short-term and long-term growth opportunities, emerging technology trends, market trends, and future market outlook. The study provides a comprehensive market forecast analysis of the global market and the overall market adoption rate as well. This research provides the strategic information for technology vendors to better understand the existing market and supporting their growth strategies, and for users to evaluate different vendors’ capabilities, competitive differentiation, and market position.

The research includes detailed competition analysis and vendor evaluation with the proprietary SPARK Matrix analysis. The SPARK Matrix includes ranking and positioning of the leading Data Preparation Tools vendors with a global impact including – Altair, Alteryx, Boomi, Cambridge Semantics, Datameer, DataRobot, elegantmicroweb, Informatica, Modak Analytics, Oracle, Precisely, Quest, SAP, SAS, Talend, Tamr, TIBCO, Yellowfin.

According to Sreejith PS, Analyst at Quadrant Knowledge Solutions, Data preparation tools are most effective in big data environments that store data of structured, unstructured, and semi-structured data. Data preparation tools ensure that the highest quality data is migrated for analysis, altering users to any data duplication, and allowing them to take appropriate action. Leading data preparation tools vendors provide multiple capabilities, including blending multiple sources into one dataset, AI-based data and field identification in multi-structured documents, automated extraction and data classification, quality assessment, data discovery, data lineage, and pattern recognition between the data sets. Data preparation tools are expanding, with an emphasis on cloud-based data preparation and augmentation of data preparation capabilities and DataOps, which allows users to automate the building of data pipelines for BI and analytics.”

Table of Contents

Executive Overview

  • Key Research Findings

Market Overview and Technology Trends

Factors Influencing Technology Development and Market Growth

Market Adoption Trends

Competition Landscape and Analysis 

  • Competitive Overview and Analysis
  • Key Competitive Factors and Technology Differentiators

SPARK Matrix™: Data Preparation Tools

Vendor Profiles

Research Methodologies


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Our custom research service is designed to meet the client’s specific requirements by providing a customized in-depth analysis of the technology market to meet your strategic needs. Further, our custom research and consulting services deliverable is uniquely effective, powerful, innovative, and realistic for helping companies successfully address business challenges. Our team of experienced consultants can help you in achieving short-term and long-term business goals in the following ways:

  • Detailed understanding of the industry structure, market participants, and value chain mapping.
  • Business potential and opportunities of target markets, economies, and industries.
  • Strategic planning and tactical opportunities.
  • Go to market strategies.

Quadrant Solutions

Quadrant Solutions

Quadrant Solutions

Quadrant Solutions

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