Data Verification and Scrubbing Software Overview
DTM Data Scrubber is a set of intelligent tools for data verification and scrubbing. Depending on user-defined rules and data properties, the program either creates a report about the actual state of affairs or performs database data correction.
The program supports two sets of rules - for verification and for cleaning. The rules of the first type describe what the correct data should look like. The rules of the second type describe the types of problems that can happen to data values. Together with this type you can specify the action, the program should perform for problem correction. There can be several rules of this type for each field and the program will perform the action corresponding to the detected conditions.
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Key Features
- Twelve types of data checks with regular expressions support.
- Value Library for well-known data items check.
- Dozen types of cleaning actions: string conversions, script execution, row operations, space trimming, logging, etc.
- All popular database servers, desktop databases, and data files support. You can work with Oracle database as well as with MySQL or IBM DB2. DTM Data Scrubber supports unified database interfaces (ODBC, IDAPI, OLE DB) and native Oracle Call Interface (OCI).
- HTML, text or Excel report for data validation and data cleaning processes (sample).
- Console mode for unattended database scrubbing.
- DTM Data Scrubber is an application that supports Windows XP/Vista/7, Windows 8/10 (desktop), Server 2003/2008/2012.
Why DTM Data Scrubber
- Independent cleaning and audit projects.
- Regular Expressions based rules add flexibility to your cleaning and data verification project.
- Built-in expression engine allows users to define complex column-to-column dependencies.
- Project report helps the user to document the audit or clearing process (sample).
- High performance.
See Also
- How DTM Data Scrubber can help me?
- How does the data verification process work?
- How does the data cleaning process work?