Global Data Cleaning Tools Market
Information Technology

5 Major Insights On The Data Cleaning Tools Market 2024

The Business Research Company’s global market reports are now updated with the latest market sizing information for the year 2024 and forecasted to 2033


As per The Business Research Company’s Data Cleaning Tools Global Market Report 2024, the data cleaning tools market is expected to show significant growth in the forecast period.


The data cleaning tools market is experiencing significant growth, driven by the increasing volume of data and the need for high-quality, reliable information. This blog explores the market’s recent growth, future projections, major trends, and key players, providing a comprehensive overview of this vital industry.

Rapid Market Growth

Current Market Size and Growth Rate

  • 2023 Market Size: $2.65 billion
  • 2024 Market Size: $3.09 billion
  • CAGR (2023-2024): 16.6%

Historical Growth Drivers

  • Increased volumes of data generated by organizations
  • Growth of e-commerce and digital marketing
  • Increased awareness about the impact of poor data quality
  • Rising competition among enterprises
  • Increased focus on customer experience


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Future Market Prospects

Projected Growth

  • 2028 Market Size: $5.80 billion
  • CAGR (2024-2028): 17.0%

Future Growth Drivers

  • Increasing data complexity
  • Growing adoption of cloud-based solutions
  • Demand for real-time data processing
  • Increasing cybersecurity concerns
  • Growth of predictive analytics

Key Trends Shaping the Future

Cloud-Based Data Cleaning Solutions

  • Cloud-based solutions offer scalability and flexibility, driving their adoption.

Advanced Analytics

  • Integration of advanced analytics enhances data processing and insight generation.

Subscription-Based Pricing Models

  • Subscription models provide cost-effective solutions for businesses of all sizes.

Blockchain Technology

  • Blockchain ensures data integrity and security, gaining traction in data cleaning.

User-Friendly Interfaces

  • Tools with intuitive interfaces improve accessibility and usability for non-technical users.

The Role of Increasing Data Volume

Impact of Data Volume on Market Growth

  • Data volumes are surging due to digital platform usage, connected devices, and diverse data sources.
  • Large datasets pose challenges in maintaining quality and consistency.
  • Data cleaning tools address these challenges by detecting and correcting data imperfections.


  • In December 2022, data growth reached 924 terabytes, up from 269 terabytes in 2021 (SODA Foundation).

Leading Companies in the Market

  • International Business Machines Corporation (IBM)
  • Oracle Corporation
  • SAP SE
  • Experian Information Solutions Inc.
  • SAS Institute Inc.
  • Informatica LLC
  • TIBCO Software Inc.
  • Alteryx Inc.
  • Precisely Holdings LLC
  • Talend Inc.
  • Domo Inc.
  • DataRobot Inc.
  • Sisense Inc.
  • Melissa Inc.

Innovations in Real-Time Automated Data Cleaning

Transforming Consumer Research Processes

  • Companies are developing real-time automated data cleaning tools using machine learning and rule-based algorithms.
  • These tools detect and correct errors in data streams, ensuring high data quality.

Example: GetWizer

  • In November 2021, GetWizer launched real-time automated data cleaning tools for image-based responses using machine vision algorithms.

Alteryx Inc. Strengthens Capabilities with Trifacta Acquisition

Strategic Acquisition

  • In January 2022, Alteryx Inc. acquired Trifacta for $400 million.
  • The acquisition enhances Alteryx’s cloud analytics capabilities and strengthens its market position.

Trifacta’s Role

  • Trifacta specializes in data-wrangling software for data cleansing and self-service data preparation.

Market Segmentation

By Data Type

  • Audio, Speech, and Voice
  • Image
  • Text
  • Video

By Type

  • Cloud-Based
  • On-Premises

By Application

  • Small and Medium Enterprises (SMEs)
  • Large Enterprises

Regional Insights

  • North America: Largest region in the data cleaning tools market in 2023.
  • Asia-Pacific: Expected to be the fastest-growing region during the forecast period.


The data cleaning tools market is poised for substantial growth, driven by increasing data volumes, technological advancements, and the rising need for high-quality data. With significant innovations and strategic acquisitions, major companies are strengthening their market positions and enhancing their offerings. The future of the data cleaning tools market looks promising, with robust growth expected across various regions and industries.


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The Data Cleaning Tools Global Market Report 2024  provides an in-depth analysis on the data cleaning tools market size, trends and drivers, opportunities, strategies, and companies analysis. The countries covered in the data cleaning tools market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA, and the major seven regions are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa.


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