Validate Reporting Accuracy DA0-001 Practice Questions (Page 7)

Questions 31–35

1. 31foundation · easy

   What is the purpose of establishing a feedback loop for reporting accuracy?

   • ATo continuously improve the accuracy of reports by incorporating feedback from stakeholders.
   • BTo reduce the frequency of report generation.
   • CTo automate the entire reporting process without human intervention.
   • DTo ensure that reports are only shared with a select group of people.
   Reveal Solution Discussion Select an answer first
2. 32foundation · easy

   What is the purpose of using range checks as a data validation technique?

   • ATo format data consistently for reporting.
   • BTo encrypt sensitive data in the report.
   • CTo remove duplicate records from the dataset.
   • DTo ensure that data values fall within a predefined acceptable range.
   Reveal Solution Discussion Select an answer first
4. 33application · medium

   A financial analyst spends several hours each month manually checking a large dataset for missing values, duplicates, and out-of-range entries before generating a compliance report. The analyst wants to reduce the time spent on this validation while maintaining accuracy. Which approach would BEST achieve this?

   • AHire a second analyst to manually double-check the data
   • BReduce the number of validation checks to only missing values
   • CUse a random sampling approach to check only a subset of the data
   • DCreate a script that automatically runs these validation checks and flags anomalies for review
   Reveal Solution Discussion Select an answer first
5. 34expert · hard

   A data team has implemented a feedback loop where report users can report issues with the data. The team receives many reports of the same issue: the 'total revenue' metric in the daily report is consistently lower than expected. After investigation, the team finds that the issue is caused by a time zone conversion error in the data pipeline. What is the BEST way to use this feedback to improve the reporting process?

   • ADisable the feedback loop because it is generating too many reports
   • BAdd a disclaimer to the report about potential time zone errors
   • CFix the time zone conversion error and update the validation process to catch similar issues in the future
   • DInform users that the issue is known and will be fixed eventually
   Reveal Solution Discussion Select an answer first
6. 35foundation · easy

   Which of the following is an example of an automated validation tool?

   • AA manual review of a report by a senior analyst.
   • BA spreadsheet formula that calculates totals.
   • CA data entry form with dropdown menus.
   • DA script that checks for missing values in a dataset.
   Reveal Solution Discussion Select an answer first