Automated Data Cleaning

Automated detection and correction of data unfit for analytics.

LUX TAKE:

Automation in data cleaning remains limited to niche enterprise datasets like CRM data, personal identification information, and emails, with few solutions available for industrial datasets. Furthermore, these solutions only target a few types of errors in datasets, such as duplicate, inconsistent, and incomplete values. Moving forward, clients should expect commercial automation solutions ...

Lux Take last updated on April 08, 2022
Data last updated on November 03, 2022

What's New

Lux Research analysts and the Lux Intelligence Engine have added the following recent automated data cleaning developments.

News Commentaries

Gliders to measure ocean CO₂ levels could help validate carbon credits generated from ocean-based CCS projects (June 27, 2022)

New Lux Content

The State of Innovation of E-Noses for the Agrifood Sector (September 19, 2022)

The Digital Transformation of Oil and Gas (September 6, 2022)

Related companies	Sight Machine, Mnubo, Zasti, Prevision, Dotmatics, Automunge, Delman, Toro Data, Bumblebee Data, eLabNext, Ataccama

About Lux Research

Lux Research is a leading provider of tech-enabled research and advisory solutions, helping clients drive growth through technology innovation. A pioneer in the research industry, Lux uniquely combines technical expertise and business insights with a proprietary intelligence platform, using advanced analytics and data science to surface true leading indicators. With quality data derived from primary research, fact-based analysis, and opinions that challenge traditional thinking, Lux clients are empowered to make more informed decisions today to ensure future success.

Already a Lux Client?

Interested in Learning More?

Or call us now

For North America (Boston Headquarters)
+1 (617) 502-5300

For EMEA (Amsterdam)
+31 20 280 7900

For APAC (Singapore)
+65 6592-6978