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All Blog Posts Tagged 'quality' (30)

What is the significance of data quality?

With the digital world growing competitive by the day, everyone is trying to understand their customers better and make finance, product development, and marketing decisions based on real data for a better return on investment (ROI). If you don’t make use of data, there is a chance you will lag behind or, at least, use more money and energy to keep up with your data-driven competitors. That said, data needs to be accurate and of high quality to be useful. Bad data is inaccurate, unreliable,…

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Added by Indhu on November 10, 2020 at 9:44pm — No Comments

5 Steps to Collect High-quality Data

Obtaining good quality data can be a tough task. An organization may face quality issues when integrating data sets from various applications or departments or when entering data manually.

Here are some of the things a company can do to improve the quality of the information it collects:

1. Data Governance plan

A good data governance plan should not only talk about…

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Added by Indhu on October 26, 2020 at 11:30pm — No Comments

Address Data Matching Does Not Have to be a Resource-Draining Challenge. Here's How You Can Do it Better.

Address data is semi-structured, making it one of the most challenging components in a data matching activity. For long now, manual data matching methods including extensive SQL programming and spreadsheet formulas have been used to match address lists. While this may have been workable and effective in the past, it is no longer a viable method to handle complex data from third-party sources. 

In this quick post, I cover key challenges to manual address data matching and how a…

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Added by Farah Kim on August 27, 2020 at 2:49am — No Comments

Don't Acquire a Company Until You Evaluate its Data Quality

Mergers & acquisitions happen when companies believe they are more valuable together than when operating separately. The companies join workforces, systems, infrastructure, and data to become a new, more powerful, more valuable, more effective entity. That is only until they realized they overlooked or underestimated the key issues with data, IT infrastructure & integration plans. In fact, most merger and acquisition plans fail miserably because of data…

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Added by Farah Kim on May 26, 2020 at 8:30pm — No Comments

Why CEOs need to be Deeply Involved in a Data Quality Project

What’s the #1 enemy to profitable machine learning, AI & data-driven initiatives?

Dirty data.

And who has had data on their agenda for a decade but are still not deeply involved in data projects?

The CEO.

In a 2019 Deloitte survey, 63% of…

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Added by Farah Kim on May 6, 2020 at 4:00am — No Comments

Who are our Data Quality Heroes?

Who are our Data Quality Heroes?

Lemahieu W., vanden Broucke S., Baesens B.

This article is based upon our upcoming book Principles of Database Management: The Practical Guide to Storing, Managing and Analyzing Big and Small Data, www.pdbmbook.com  See also our corresponding…

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Added by Bart Baesens on June 27, 2018 at 10:30pm — No Comments

Ecology of Metrics

Although I deal with many different types of metrics, I believe they can be generally classified as follows: 1) time use; 2) alignment; 3) production; 4) performance; 5) service; 6) and market.  In this blog, I will be providing some comments pertaining to each.  Although I have yet to encounter any myself, I am certain that there must be text books on the issue of operational metrics and how to make use of them.  However, I personally developed nearly all of those that I use.  Although I do…

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Added by Don Philip Faithful on May 26, 2018 at 9:00am — No Comments

Building a Data Quality Strategy

In this article I explore some of the key concepts of data quality management and how to build a strategy for continuous improvement. I won’t be covering every possible scenario, process, method or problem; only those that are common across most industries and those that have proved useful on my own personal journey.

Hopefully, we already agree that good data quality is an essential part of business intelligence and a foundation on which you build your systems, processes and…

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Added by Richard Cook on February 21, 2018 at 5:00am — No Comments

Judging Health Through Metrics of Conformance

I have written in the past about the difference between market demand and operational capacity - and how difficult it is to determine what exactly is being measured in relation to either.  Has the demand for a product declined, or is the organization simply less capable of satisfying it?  For example, the fact there are no bananas in the grocery store does not mean that there is no demand for bananas; but the absence of revenues from the sale of bananas might be regarded, rather erroneously,…

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Added by Don Philip Faithful on December 9, 2017 at 10:30am — No Comments

Data Management Made Easy

Creating a data management strategy doesn’t have to be difficult. By understanding how your data flows through your business and teaming it with an intelligent management solution you can ensure your business’ longevity.

Every business collects data; however, many do not manage their data effectively and often have no data strategy in…

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Added by Martin Doyle on July 17, 2017 at 3:30am — No Comments

Are you brave enough to change your Data Habits?

Do you often go with gut feeling rather than data and insights? Is your data stored in separate databases, in different formats with different values? We all have bad habits and some are a little hard to kick. However, if there is one you must break, it is surely to make your bad data habits a thing of the…

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Added by Martin Doyle on March 6, 2017 at 2:30am — No Comments

Disablement from the Institutional Use of Aggregate Statistics

This blog is about the lived experience of "becoming a statistic." In our increasingly data-oriented society, the use of data serves not merely to try to understand but also to control people and determine their placement in the scheme of things. Central to the theme of systemic racism, gender discrimination, and the formation of class strata is the elevation evidentiary artefacts such as statistics in order to structurally define and diminish "individuals." The purpose is to make lesser the…

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Added by Don Philip Faithful on November 19, 2016 at 5:30am — No Comments

Make It So, Number One

I found some leftover hamburgers in the fridge. I decided to stack a couple of them together to form a colossal “super-burger.” At the time, I didn’t appreciate how doing so would make it almost impossible to physically fit the burger in my mouth. I squished and squeezed the burger until it was flat enough to eat. Such are the problems of physics that become…

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Added by Don Philip Faithful on October 2, 2016 at 6:00am — No Comments

Big Data Misconceptions



The idea and concept of “Big Data” has been around for a while now, however it seems there are many people who still believe it is shrouded in mystery. Therefore, in the following post we are going to debunk some of the top big data misconceptions.

Every business has access to data,…

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Added by Martin Doyle on September 19, 2016 at 1:30am — No Comments

Is Data Quality Essential for Modern Business?

If you wanted to program a computer in the early 1980s, you didn’t have the option of coding using a keyboard. You had to create a series of cards, each punched with a pattern of holes. The holes had to be entirely accurate, in both pattern and placement. A typical card contained hundreds of potential positions. Just one error in your card deck would cause…

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Added by Martin Doyle on May 9, 2016 at 3:30am — 1 Comment

The Data Quality Tipping Point

Whatever your business sector, data is your most valuable asset. Along with the machinery and stock you hold, data and insights hold the key to profit and growth. But it has the unique ability to unite every department, and every function. It can reveal problems in processes, drive productivity among your staff and ensure everyone is ‘singing from the same hymn…

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Added by Martin Doyle on April 6, 2016 at 3:30am — No Comments

How Data Bonds Sales and Marketing Together



So far in 2016, we’ve heard a lot about Big Data, the Internet of Things, and the hottest new marketing technique on the block: ‘hyper-personalised’ marketing. Marketers are increasingly interested in focusing their efforts on individuals, not database segments, because that all-important personal attention is shown to increase engagement, inspire customer loyalty and…

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Added by Martin Doyle on February 29, 2016 at 3:30am — No Comments

Will 2016 be the Year you Clean up your Dirty Data?

For ever it seems, we’ve been warning about the dangers of low quality data. Our warnings have been reinforced and echoed by some of the world’s biggest think tanks. However, despite this, some organisations still haven’t acted to improve the quality of their data.  And we’re wondering why?

Over the last 12 months, we’ve blogged about business automation , and about…

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Added by Martin Doyle on December 21, 2015 at 2:30am — 1 Comment

Is Wearable Tech Creating a Data Time Bomb?



The company that made your smartphone is no longer a hardware manufacturer. It has become adept atharvesting and managing data from it users, too. Every device has a series of sensors, as well as a user…

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Added by Martin Doyle on November 10, 2015 at 2:34am — 1 Comment

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