Trust in Data Cartoons

Do We Trust This Data?

Do We Trust This Data?

Have you ever heard of GIGO? Garbage In - Garbage Out? Don't expect to get useful insights and directions from your dashboards if you feed it with garbage data.

No clue what it means

No clue what it means

Sometimes, the report is just perfect. The data isn't.

Random Data

Random Data

Poor quality data can be useless or even dangerous.

Confidence in Data

Confidence in Data

To trust data you should know its quality.

Data vs Metadata #7

Data vs Metadata #7

It may look the same at first glimpse. But the source and additional attributes can tell you a lot about its value.

Data Confidence in Healthcare

Data Confidence in Healthcare

If it's about our health, they better get those numbers right.

Value of Metadata for the Public

Value of Metadata for the Public

No matter how accurate, detailed, in depth the numbers are - without context they are just digits or lines.

Data vs Metadata #4

Data vs Metadata #4

Before you consume it you might want to know more about it.

Never made an error

Never made an error

Sometimes reports seem too good to be true... How much trust do you have in your data?

Pick your version of reality

Pick your version of reality

Did you ever see different reports or charts showing same metric (or called the same) that showed completely different values or even trends? I did, quite often. Why is that so? Well, there are many reasons but let me narrow it down to 2:

  1. Lack of common understanding of business concepts - you can solve it with a Business Glossary, a common vocabulary with precise definitions,

  2. Lack of understanding of data and its logic (calculations, relationships, etc.) - and you can solve it with a Data Dictionary.

You can build both artifacts in one catalog and share in one UI - using Dataedo.

Asc, desc, whatever

Asc, desc, whatever

Sometimes you write the most sophisticated query and celebrate the results. Only to find out that you forgot something as trivial as a sort order...

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