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Data Quality

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ALSO CALLED: Data Quality Control, Information Quality, Data Quality Assurance, Data Content Quality
DEFINITION: Data quality is the reliability and effectiveness of data, particularly in a data warehouse. Data quality assurance (DQA) is the process of verifying the reliability and effectiveness of data. Maintaining data quality requires going through the data periodically and scrubbing it. Typically this involves updating it, standardizing it, and de-duplicating records to create a single view of the data,  … 
Definition continues below.
Data Quality Reports
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An Analytical Approach to your Data Architecture
sponsored by Zaloni
WHITE PAPER: With so much data available, managed data lakes are becoming crucial to the modern data architecture. Learn how they can give your enterprise the agility and scalability needed for timely discovery and valuable business insights from big data.
Posted: 15 Aug 2016 | Published: 15 Aug 2016

Zaloni

Case Study: Enhancing Risk Mitigation with Automated, Flexible Analytics
sponsored by Infogix
CASE STUDY: Meta Payments Systems wanted to identify and mitigate information risks proactively within their processing environment by deploying automated analytics. Find out how they enhanced visibility, generated valuable operational insight, and resolved information risks with an advanced analytics platform.
Posted: 08 Aug 2016 | Published: 31 Dec 2015

Infogix

Case Study: Guaranteeing Data Integrity from Diverse Sources
sponsored by Infogix
CASE STUDY: After initiating the move towards an open systems environment, GuideOne found themselves looking for independent, continuous and automated data analysis in order to control complexity and seamlessly retrieve data from diverse sources and formats. Find out how they leveraged advanced analytics to implement flexible data analysis.
Posted: 08 Aug 2016 | Published: 31 Dec 2015

Infogix

MTS Allstream Leverages Advanced Analytics to Reduce Fraud by 200%
sponsored by Infogix
CASE STUDY: This case study explores how MTS Allstream resolved the disconnect between the information they were storing and their ability to analyze this data. Access now to learn more about the enterprise-grade analytics platform they leveraged to revolutionize fraud management.
Posted: 05 Aug 2016 | Published: 31 Dec 2015

Infogix

Case Study: Enhancing Accuracy of Front-to-Back Office Information Flow
sponsored by Infogix
CASE STUDY: Société Générale, a leading European financial services institution, decided to adopt a process-centric approach to ensure the integrity of transactions end-to-end. This case study explains how they identified critical information exchanges between apps and assessed corresponding risk by embracing automated analytics.
Posted: 04 Aug 2016 | Published: 31 Dec 2015

Infogix

Information Lifecycle Governance Maturity Assessment
sponsored by IBM
RESOURCE: Increasing storage and maintenance costs, duplication of resources, the lack of trusted content, and exposure to risks and litigation are problems plaguing many enterprises today. So why are companies holding on to every bit of data? Take this assessment to determine your level of information governance maturity and see how much more you can grow.
Posted: 26 Jul 2016 | Published: 26 Jul 2016

IBM

Building Success: Strengthen your Data Discovery and Classification
sponsored by IBM
WHITE PAPER: How can you strengthen your data foundation without compromising its integrity? This Forrester Research Report breaks down the struggle with data discovery and security. What are strong approaches to data classification that you can implement in your company moving forward? Read this report now and find out.
Posted: 25 Jul 2016 | Published: 01 Oct 2014

IBM

Data Quality Maturity is an Elusive Metric: Learn How to Measure It
sponsored by Infogix
WHITE PAPER: Explore how you can provide a complete view of data issues and co-relate data quality metrics that are objectively collected through profiling. Discover how you can start trusting the integrity of your data and provide better content clarity.
Posted: 12 Jul 2016 | Published: 12 Jul 2016

Infogix

Learn the Virtues of Data Classification for Remedying Dark Data Challenges
sponsored by Infogix
WHITE PAPER: Research firm IDC states that up to 90% of big data environments today are made up of dark data. Learn how to define, understand, and identify dark data symptoms. Plus, explore ways to remediate dark data challenges and map your data into 4 categories to measure usage and derive value.
Posted: 12 Jul 2016 | Published: 12 Jul 2016

Infogix

Why Do 75% of Core Upgrades Fail?
sponsored by Infogix
EBOOK: This e-book explores 3 common core system data migration pitfalls that must be addressed to prevent project failure. Discover what migration approach is the best fit for your company and learn 5 key considerations before undertaking your project.
Posted: 12 Jul 2016 | Published: 12 Jul 2016

Infogix

Why Data Quality is Vital for Compliance
sponsored by Infogix
EBOOK: This e-book explores ways to create effective risk models in the absence of a universal scale for measuring data quality. You will learn how these models will help you comply with BCBS 239 compliance guidelines by incorporating multiple data points, utilizing reconciliation checks, and more.
Posted: 12 Jul 2016 | Published: 12 Jul 2016

Infogix

Ensuring Integrity of Financial Data Warehouse Information
sponsored by Infogix
WHITE PAPER: Learn how a large insurance company overcame poor data integrity from its varied sources and platforms and gained consistent financial reporting from all sources, efficient, timely reconciliation between GL and data warehouse, and SOX compliance.
Posted: 11 Jul 2016 | Published: 31 Dec 2014

Infogix

Case Study: How a Fortune 100 Company Automated Data Quality to Reduce Errors
sponsored by Infogix
WHITE PAPER: In this case study, explore how a financial services company leveraged data analysis techniques to better manage its $500 billion in assets and improve data quality. Learn how you can implement this process to lower risk rate and automate your data quality.
Posted: 08 Jul 2016 | Published: 31 Dec 2015

Infogix

Four Reasons it's Time to Move Beyond Excel
sponsored by Salesforce.com
WHITE PAPER: Excel works great for inputting data and crunching numbers, but it simply can't provide a comprehensive view of your data. In this white paper, discover how you can visualize data like never before and uncover hidden insights. Learn how you can explore sales data on any device, accelerate time to value, and ultimately, see the whole picture.
Posted: 07 Jul 2016 | Published: 07 Jul 2016

Salesforce.com

Customer experience strategy hinges on insight from analytics
sponsored by [24]7
EGUIDE: The key to success is being able to use the data you collected to develop effective CEM strategies. In this expert e-guide, explore how organizations from multiple industries are leveraging insights from data analytics to develop effective customer experience management strategies and give their businesses a boost.
Posted: 28 Jun 2016 | Published: 24 Jun 2016

[24]7

Data Science is a Team Sport -- Do you Have the Skills to be a Team Player?
sponsored by IBM
WHITE PAPER: How do raw metrics and records become information that drives business results? Explore ways to equip data scientists, engineers, and more with the skills they need to make actionable, valuable insights.
Posted: 15 Aug 2016 | Published: 15 Aug 2016

IBM

Leading the Data-Driven Transformation: The CIO & The New Age of Data Quality
sponsored by Trillium Software
WHITE PAPER: Discover the top 6 challenges modern CIOs face, and explore how to leverage data quality to propel CIO success. Learn the best practices for sustainable information management strategies, allowing your CIOs to transform your business models through data-driven digitization.
Posted: 15 Aug 2016 | Published: 01 Aug 2016

Trillium Software

Pushing the Start Button on Information Lifecycle Governance
sponsored by IBM
WHITE PAPER: Strong information governance ensures that big data remains an advantage for your company. It is important to realize that information governance improvement has to come slowly, in steps instead of strides. Read on to gauge your company's information governance maturity and how to set realistic goals.
Posted: 28 Jul 2016 | Published: 30 Jan 2015

IBM

The Game Changes: 10 Essential Elements for Truly Effective Compliance Programs
sponsored by IBM
WHITE PAPER: Finding a way to make compliance effective is imperative and yet still elusive for many organizations. In this white paper from Steinberg Governance Advisors, Inc., learn what "effective" compliance really means by exploring 10 essential elements.
Posted: 26 Jul 2016 | Published: 31 Dec 2012

IBM

Hadoop-Enabled Analytics: Don't Ignore the Elephant in the Room
sponsored by IBM
RESEARCH CONTENT: This report by Aberdeen investigates the impact Hadoop is having on the performance of today's companies and how they use data. Learn why companies using Hadoop are more than 3 times as likely to be satisfied with data quality as those who are not leveraging Hadoop.
Posted: 07 Jul 2016 | Published: 07 Jul 2016

IBM

Data Science is a Team Sport. Do You Have the Skills to Be a Team Player?
sponsored by IBM
WHITE PAPER: To get the most valuable insights, quickly and reliably, successful organizations build data science teams that incorporate different skill sets and responsibilities. Learn which talents and abilities define members of a data science team, as well as how they complement each other.
Posted: 06 Jul 2016 | Published: 30 Jun 2016

IBM

Identifying Cloud and Data Quality Opportunities for Big Data
sponsored by IBM
WHITE PAPER: Managing and analyzing data in the cloud has many benefits, but adoption levels remain relatively low, despite the potential benefits. Get the numbers behind leveraging the cloud for business intelligence and big data analytics, and find out how maximizing analytics' potential relies on the quality of your data.
Posted: 30 Jun 2016 | Published: 29 Jun 2016

IBM

Simple, Powerful, Integrated Data Prep and Movement in the Cloud
sponsored by IBM
WHITE PAPER: Unburden your IT department by updating your cloud services and enabling both technical and non-technical business users to derive useful insights from data. Discover how you can ensure data quality with simple data preparation and movement services in the cloud.
Posted: 30 Jun 2016 | Published: 31 Dec 2015

IBM

Understanding Insurance Industry Data Warehousing Challenges
sponsored by IBM
WHITE PAPER: Learn how enhancements in the areas of life insurance and workers' compensation help companies address economic and technological challenges. Plus, discover how to build an effective data warehouse that provides a flexible, scalable solution which enables the consolidation and integration of data.
Posted: 30 Jun 2016 | Published: 30 Nov 2014

IBM

Data Refinement: Facilitating the Data-Driven Organization
sponsored by IBM
RESEARCH CONTENT: This study by Forrester yielded 4 key findings about data refinement done right. Discover how a good data refinement strategy can help drive business decisions and give your company a competitive edge.
Posted: 30 Jun 2016 | Published: 30 Jun 2015

IBM
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DATA QUALITY DEFINITION (continued): …  even even if it is stored in multiple disparate systems. There are many vendor applications on the market to make this job easier. Because data quality is so important from a business perspective, many large companies employ a data steward to be in charge of data quality. In spite of this, Gartner Inc. forecasted that 25% of critical data within Fortune 1000 companies would continue to be inaccurate through 2007. A Gartner study says that poor quality customer data costs U.S. business an estimated $611 billion dollars a year in postage, printing, and staff overhead.Getting started with data quality … 
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