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

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?
B) High Visibility Data Quality Warning
A) Standard Visibility Data Quality Warning
C) Certified Data Source
D) Lineage

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

Actual exam question for Salesforce's Analytics-Con-301 exam
Question #: 15
Topic #: 6
[All Analytics-Con-301 Questions]

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?

Show Suggested Answer Hide Answer
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.


Contribute your Thoughts:

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Yong
3 days ago
I think B is the best choice. High visibility is crucial for alerts.
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Thaddeus
8 days ago
C) Certified Data Source doesn’t really fit this scenario.
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Pearly
13 days ago
A) Standard Visibility is too subtle for this, right?
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Shelton
18 days ago
Wait, are we sure that's the best option?
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Rutha
23 days ago
Totally agree, it needs to stand out!
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Gayla
29 days ago
I think B) High Visibility Data Quality Warning is the way to go.
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Talia
1 month ago
C) Certified Data Source doesn't really help with refresh alerts.
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Ahmad
1 month ago
A) Standard Visibility is too subtle for this!
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Irving
1 month ago
Wait, are we sure that's the best option?
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Alva
2 months ago
Agreed, it really needs to stand out!
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Marjory
2 months ago
I think B) High Visibility Data Quality Warning is the way to go.
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Dorothy
2 months ago
Lineage seems more related to tracking data origins, so I don't think that's the answer here.
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Audra
2 months ago
I practiced a similar question, and I feel like Certified Data Source is more about data reliability than alerts.
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An
2 months ago
I'm not entirely sure, but I remember something about Standard Visibility Data Quality Warning being less noticeable.
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Karl
4 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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