OpenRefine
OpenRefine (previously Google Refine) is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data. OpenRefine always keeps your data private on your own computer until you want to share or collaborate. Your private data never leaves your computer unless you want it to. (It works by running a small server on your computer and you use your web browser to interact with it). OpenRefine can help you explore large data sets with ease. You can find out more about this functionality by watching the video below. OpenRefine can be used to link and extend your dataset with various webservices. Some services also allow OpenRefine to upload your cleaned data to a central database, such as Wikidata.. A growing list of extensions and plugins is available on the wiki.
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OpenDQ
OpenDQ is an enterprise zero license cost data quality, master data management and data governance solution. Built on a modular architecture, OpenDQ scales with your enterprise data management needs.
OpenDQ delivers trusted data with a machine learning and artificial intelligence based framework:
Comprehensive Data Quality
Matching
Profiling
Data/Address Standardization
Master Data Management
Customer 360 View
Data Governance
Business Glossary
Meta Data Management
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Data Ladder
DataMatch Enterprise (DME) by Data Ladder is an entity resolution and data matching platform that identifies, links, and consolidates records describing the same person, business, or entity across systems. Teams use it to profile, standardize, match, deduplicate, and merge data into a trusted golden record for customer 360, KYC, fraud, and master data management.
DataMatch Enterprise pairs a visual, code-free interface for business teams with a REST API for developers, so the same matching engine works inside applications, pipelines, and AI agent workflows. New capabilities include entity graphs for visualizing linked records, live search for real-time matching, and Docker deployment alongside on-premises and cloud options.
Benchmarked across 15 studies, DataMatch Enterprise finds 5 to 12% more matches with fewer false positives, up to 99% accuracy, and matched 10 million records in 41 minutes.
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WinPure Clean & Match
WinPure is a leading data quality software company helping organisations transform inaccurate, inconsistent and duplicate data into reliable, trusted information.
The award-winning WinPure Clean & Match Enterprise combines data profiling, cleansing, standardisation, validation, matching, deduplication, entity resolution and golden record creation in one user-friendly solution.
Business and technical users can improve data from CRM, ERP, databases, spreadsheets and other systems without writing code.
WinPure combines configurable exact, fuzzy and phonetic matching with Match AI, automated data quality insights and explainable results.
The software can be installed on-premises or within a customer-controlled cloud environment, helping sensitive data remain under the organisation’s control.
WinPure supports data migrations, CRM consolidation, master data management, compliance, analytics and AI-readiness projects across commercial and public-sector organisations.
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