Data Scrubbing Software Features

Read what people say are the most valuable features of the solutions they use.
Dries Nuyts says in a Talend Data Quality review
Data Consultant at a tech vendor with 11-50 employees
The numerous components provided by Talend. With these components you’re able to create jobs quickly and efficiently. I also really like the fact that there are no out-of-the-box solutions regarding the development of jobs. Other vendors may have modules which cleanse your addresses. In Talend, you have the freedom to completely develop the process yourself. This can be tricky, but it also makes it fun. View full review »
Jyoti Wilson says in a Talend Data Quality review
ETL/SQL Developer
We have used value frequency and patterns. We have been it impressed with these functions as they have helped us in making decisions in transformation work. View full review »
Technicad570 says in an Ataccama DQ Analyzer review
Technical Manager at a tech services company with 10,001+ employees
The data profile itself is excellent. You can understand the quality of the data in layman's terms. View full review »
Data Architect at a non-profit with 1,001-5,000 employees
The high value in this tool is its relatively low cost, ease of use, tight integration with SSIS, superior performance (compared to competitors), and attribute-level advanced survivor-ship logic. There's no separate server needed and no separate application to maintain. This vendor offers a large variety of components from on-prem to cloud SaaS as well as hybrid of cloud and on-prem. This review is specific to the "MatchUp for SSIS" component. For us, this tool had very high value due to the fact that we didn't have to become experts in some overly complicated DQ tool. And because it is fully integrated with our EDW ETL rather than having to originate and integrate an external application. We are using it for daily 1) direct matching, 2) column-level survivor-ship and 3) mail house-holding. We started with B2C customers and later added B2B customers. The tool supports unique matching specific to organization names and individual names (as well as a variety of other specialized types of data values) and works well in both cases. For example it can pull out nicknames and match on those. One of the business and operational benefits for us is feeding the end result to Adobe Campaign for marketing automation. But the primary output is simply creating and managing an analytical golden record for our customer data. This has provided a very effective, holistic, maintenance-free, and extremely cost effective solution for us. The initial POC was up and running in just a few days with no training needed. The plug-in into our ETL tool was seamless and fully integrated into our existing processes. Most of our effort was due to the need to identify customer survivor-ship requirements and validation. Any needed adjustment changes could be done very quickly allowing us to focus on business requirements instead of implementing technology. View full review »
Systarchtct67 says in a WinPure Data Quality review
Systems Architect at a tech services company with 1,001-5,000 employees
The flash system offers very good performance. One of the best features is the flash copy of the snapshot function. With regards to choosing flash versus traditional storage, it's just so much simpler to manage and users get so much better performance from flash. View full review »
Robert Griswold says in a Talend Data Quality review
VP of Professional Services at a tech services company with 51-200 employees
The solution enables robust data matching, merging, survivorship, and Data Stewardship that can be a part of data quality workflows or true master data management. View full review »
Mike-Williams says in a BCC Data Quality review
President
* Address standardization * National change of address * Postal sorting to the best and lowest postal rates. * It fulfills the USPS requirements for mailings. View full review »
Shivakanth Vuyyuru says in a Talend Data Quality review
Practice Manager
I like the components provided by Data Quality, such as: * Address standardization * Fuzzy match * Schema compliance check as they pack lot of code, which is required to perform these standard data operations. * Doing the same by coding would be erroneous, take a lot of time, and provide output quality which is biased. Apart from specific components, I like idea of storing the results of Data Quality jobs in a DB and having the ability to run reports in the DB to show a dashboard of quality metrics. View full review »
Umesh Nitnaware says in a Talend Data Quality review
Data Scientest at a health, wellness and fitness company with 51-200 employees
Data ingestion View full review »
Mark Lane says in a Talend Data Quality review
Principal Developer
The ease of transforming data with inputs to TMaps and tJavaRow makes life so easy. View full review »
Technicabdbb says in a Talend Data Quality review
Technical Consultant
The ability to build the interface using clear components and access the code (Java) to validate and trace any error. The wide range of components which suits a variety of purposes and provides a flexible development environment to the coder. View full review »
Manish Nagarsekar says in an Ixsight Data Quality review
EVP & Head SDG
The ability to dedupe. The match accuracy is really good and there are not many false positives. View full review »
Brandon Lindley says in a Talend Data Quality review
Junior ETL Developer at a marketing services firm with 51-200 employees
* The file fetch process is impeccable. * We are able to get emails from URLs very easily using this function when others fail. * tLogRows are also great for finding bad data. View full review »
Consultant
The data cleansing and standardization it offers, and near real-time response, has helped us in our credit decisions for underwriters, thereby getting the right customer onboarded. View full review »
reviewer625818 says in a Melissa Data Quality review
General Manager
We like having the ability to write our own utilities/software to process our records and store the final output the way we want. We use the objects inside of programs that we wrote in VB/VB.NET. This tool works better for us than using a batch processing system that we do not have enough control over as each record is being processed. View full review »
HeadOfDa933c says in a Melissa Data Quality review
Head of Data Partnerships at a tech services company with 11-50 employees
Address validation and parsing are most valuable to us, as we require the address segmented into its individual attributes for processing. View full review »
Directorf202 says in a Melissa Data Quality review
Director at a logistics company with 1,001-5,000 employees
We use a Melissa API to access the data, so it easy to use, accurate, and fast. View full review »
Operatio7ecd says in a Melissa Data Quality review
Operations and Business Technology Leader at a financial services firm with 10,001+ employees
Simplicity, ease of use, combined with overall accuracy of data. View full review »
Gavin Gibson says in a Melissa Data Quality review
COO
Automated data verification. View full review »
CsOperatbe4c says in a Melissa Data Quality review
CS Operations Manager
The Append feature. The majority of the time we have a customer’s name and address and we need to find their phone number or email. View full review »
Customer1922 says in a Melissa Data Quality review
Customer Resource Production Manager at a individual & family service with 5,001-10,000 employees
Phone numbers, so we can help people market efficiently. View full review »
Robert Edwards says in a Melissa Data Quality review
Mailing Specialist
Being able to send out client mailings with the most accurate addresses possible. View full review »
NathanWong says in a Melissa Data Quality review
Developer at a tech services company with 1-10 employees
It provides address standardization and NCOA, and deliverable addresses. This saves our clients time, and money in postage fees, by providing updated and undeliverable addresses. View full review »
Wendy Kennah says in a Melissa Data Quality review
Director at a tech services company with 501-1,000 employees
Ability to keep our data set clean and usable for our community searches. View full review »
ITDirect78f0 says in a Melissa Data Quality review
IT Director
We only use the address hygiene tool, so I can't really comment on their other tools. We did look at their email verification as well, because we also use another service for it. We do not switched to them, but it was not due to the functionality of that service. It was just that it required some reengineering on our end to do so. We did not feel that we had the right capacity to do it at that time. All I can say is we use the address hygiene service, and we have been pleased with it. View full review »
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