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Salesforce Analytics-Con-301 Exam - Topic 6 Question 15 Discussion

Posted by Miriam on May 14, 2026 at 11:17 AM

A consultant is creating a dashboard to report on hourly sales data. The data should be refreshed hourly and is used for timely decision-making, so it is important to alert dashboard viewers when data has not been refreshed.

Which feature of Tableau Catalog should the consultant use to ensure dashboard viewers understand this message?

Suggested Answer: B

Comprehensive and Detailed Explanation From Exact Extract:

Tableau Catalog provides multiple features for communicating data quality and freshness.

Data Quality Warnings (DQWs) are part of Catalog's metadata management system and are specifically designed to inform users about data issues, including when data is stale.

There are two visibility levels:

1. Standard Visibility Data Quality Warning

Appears subtly in metadata panels.

Intended for non-critical issues.

Does not guarantee the message will be seen by dashboard viewers.

2. High Visibility Data Quality Warning

Designed for urgent, critical, and highly visible alerts.

Displays a prominent warning indicator directly on connected dashboards, data sources, and workbooks.

Tableau documentation states high-visibility warnings are used when users must be alerted, such as:

Stale data

Incomplete refreshes

Data outages

Because the question emphasizes:

''important to alert dashboard viewers when data has not been refreshed''

A standard warning is not strong enough, but a High Visibility Data Quality Warning is explicitly designed for this scenario.

Evaluation of the choices:

A . Standard Visibility Data Quality Warning --- Not sufficient

It does not force dashboard users to notice the warning.

B . High Visibility Data Quality Warning --- Correct

This option is specifically meant to notify users of critical freshness issues, making it the perfect match for the requirement.

C . Certified Data Source --- Incorrect

Certification communicates trustworthiness, not freshness or alerts.

D . Lineage --- Incorrect

Lineage shows data relationships and dependencies, not refresh warnings.

Conclusion

To alert viewers about stale data in hourly-refreshed dashboards, the consultant must use a High Visibility Data Quality Warning.

Reference From Tableau Catalog Documentation

Description of Data Quality Warnings and their visibility levels.

Definition of High Visibility DQWs as critical alerts shown to dashboard viewers.

Catalog guidelines for stale data detection and communication.


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24 comments · newest first
GI
Gilberto 2 days ago
C is important for trust, but not for alerts. Focus on B!
TR
Trevor 8 days ago
A could work too, but it might not grab attention like B.
CH
Chaya 13 days ago
I agree, B makes sense. We need viewers to notice the warning.
RA
Raina 18 days ago
I think B is the best choice. High visibility is crucial for alerts.
GE
Gertude 23 days ago
B definitely stands out. Timely decisions need clear warnings!
IS
Isabella 28 days ago
D is useful for understanding data flow, but not for alerts.
CH
Charolette 1 month ago
C is important, but it doesn't address the refresh issue directly.
VE
Veronika 1 month ago
A could work too, but it might not grab attention like B.
RO
Rolande 1 month ago
Agreed! We need viewers to notice if data isn't fresh.
YO
Yong 2 months ago
I think B is the best choice. High visibility is crucial for alerts.
TH
Thaddeus 2 months ago
C) Certified Data Source doesn’t really fit this scenario.
PE
Pearly 2 months ago
A) Standard Visibility is too subtle for this, right?
SH
Shelton 2 months ago
Wait, are we sure that's the best option?
RU
Rutha 2 months ago
Totally agree, it needs to stand out!
GA
Gayla 2 months ago
I think B) High Visibility Data Quality Warning is the way to go.
TA
Talia 3 months ago
C) Certified Data Source doesn't really help with refresh alerts.
AH
Ahmad 3 months ago
A) Standard Visibility is too subtle for this!
IR
Irving 3 months ago
Wait, are we sure that's the best option?
AL
Alva 3 months ago
Agreed, it really needs to stand out!
MA
Marjory 3 months ago
I think B) High Visibility Data Quality Warning is the way to go.
DO
Dorothy 4 months ago
Lineage seems more related to tracking data origins, so I don't think that's the answer here.
AU
Audra 4 months ago
I practiced a similar question, and I feel like Certified Data Source is more about data reliability than alerts.
AN
An 4 months ago
I'm not entirely sure, but I remember something about Standard Visibility Data Quality Warning being less noticeable.
KA
Karl 5 months ago
I think the High Visibility Data Quality Warning might be the right choice since it emphasizes important alerts for users.
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