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Do You Understand the Knowns and Unknowns in Your Data?


Do You Understand the Knowns and Unknowns in Your Data? - TDWI

We can break data down into a matrix of knowns and unknowns. There are known knowns, there are known unknowns, and there are unknown unknowns.

The Knowns and Unknowns Framework for Design Thinking

Known Knowns (facts): you use analytics data to check those facts against them. · Known Unknowns (hypotheses): can be confirmed or rejected with measurements.

Do you know your unknown-unknowns? | by Andrew Gibson - Medium

Known-unknowns are (relatively) easy (or at least the paths are well-trodden). Unknown-unknowns are hard. But here's the thing: in distributed ...

Is there any way to quantify our knowledge against the unknown?

When you consider the total amount of unknowns of both kinds, in total they shrink ... because as you learn, the previous known unknowns become ...

Known Unknowns: Discover & Classify Unstructured Data - Ohalo

“There are known knowns — there are things we know we know. We also know there are known unknowns — that is to say, we know there are some ...

Known Knowns and Other Unknowns - Decision Analyst

These are questions and variables that we have no reliable and valid data or information about, but of which we are fully aware. This is a large category, ...

How to Use the “Knowns” and “Unknowns” Technique to Manage ...

Known Unknowns are assumptions that we haven't or can't validate. Most assumptions identified during project planning start in this category.

a known unknown? What is something we don't know we ... - Reddit

Basically think of known unknowns as problems to be solved, and unknown unknowns are just the things that may catch us off guard so we should ...

Increase your awareness using the "Knowns and Unknowns ...

Reports that say that something hasn't happened are always interesting to me because as we know, there are known knowns; there are things we ...

Looking beyond Known Knowns | Data Animator

There are known knowns; there are things we know we know. We also know there are known unknowns; that is to say, we know there are some things ...

Self Service Analytics - Don't forget about the "Unknown Unknowns"

The "Known Unknowns" represent the questions that I know you might ask but I can't represent all of them on a dashboard, so I will give you some ...

Known vs Unknown Product Framework | by Gustavo Guiomar

Known-Knowns: Identify what you know to be true about the situation, the facts you can gather from data, critical requirements, mandatory rules, ...

Knowns and Unknowns Framework - UX Strategy Kit

If a concept is in the area of “knowns”, there should already be enough research or data that can be trusted. It is an easy one to build on. For everything that ...

Unknown Unknowns are Big Data Opportunities - Anodot

In business, few surprises are good. When you learn that, for example, a business process error has been preventing customers from completing their orders ...

Missing Data Is A Known Unknown - Spend Network

“as we know, there are known knowns; there are things we know we know. We also know there are known unknowns; that is to say we know there ...

The Unknown Unknowns of Missing Data - JPHMP Direct

So do we know when we have “unknown unknowns”? Not really. The best we can do is study the missing data and look for patterns to see if there ...

Known knowns, known unknowns, unknown unknowns ... - Singular

An unknown known (data you think you know but actually don't) sounds an awful lot like fraud. How can you actually know how much you are wasting ...

The Known-Unknowns Matrix In Ecommerce - Fairing

... a simple data point only they would know. Knowing how to navigate from known to unknown is essential for gathering accurate data. To learn ...

Using the Big Data Analytics to look beyond the Known-Knowns

There is also lot of behaviors and pattern we know but are unable to explain them and this is why these known-unknown also comes under the ...

How to find the knowns and unknowns in any research

We also know there are known unknowns; that is to say we know there ... you classify the data about each document in your database too.