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DA0-001 — questions

Page 4 of 15 · 294 total questions.

Topic 1 · Question 62

Under which of the following circumstances should the null hypothesis be accepted when α = 0.05?

  • AWhen p is 0.00003
  • BWhen p is 0.001
  • CWhen p is 0.04
  • DWhen p is 0.06 (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: When p is 0.06

Topic 1 · Question 63

Which of the following is the first step an analyst should perform upon receiving a business request for analysis?

  • ADetermine the data needs and sources for analysis.
  • BInitiate the analysis for exploratory data analysis.
  • CReview the business questions to understand the scope. (correct answer)
  • DFinalize the methodology to solve the problem.
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Review the business questions to understand the scope.

Topic 1 · Question 64 · Select all that apply

Which of the following data analytics tools are used to create advanced statistical visualizations? (Choose two).

  • ASQL
  • BDomo
  • CRapid mining (correct answer)
  • DBusinessObjects
  • EStata (correct answer)
  • FApex
Reveal answer & explanation
Correct answer: C, E

The correct answer is C, E. Option C: Rapid mining Option E: Stata

Topic 1 · Question 65

Joe, an analyst, tests the loading time on a dashboard he is preparing to go live and finds it is slower than he would like. Which of the following must occur to decrease the loading time?

  • ADeploy the dashboard to production.
  • BChange the field definitions.
  • CUpdate the dashboard subscribers.
  • DOptimize the dashboard. (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Optimize the dashboard.

Topic 1 · Question 66

A data analyst has a set with more than 40,000 rows in the sample schema below: The analyst would like to create one column that contains the customers’ birth dates. Which of the following data quality dimensions would best explain the reason for compilation?

Exhibit 1 for question 66
  • AData accuracy
  • BData completeness (correct answer)
  • CData duplication
  • DData integrity
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Data completeness

Topic 1 · Question 67

A data analyst is creating a dashboard and trying to identify the type of information that should be included. Which of the following should the analyst consider first?

  • AData refresh rate
  • BConsumer types
  • CAccess permissions
  • DData sources and attributes (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Data sources and attributes

Topic 1 · Question 68

A sales analyst needs to report how the sales team is performing to target. Which of the following files will be important in determining 2019 performance attainment?

  • A2018 goal data
  • B2018 actual revenue
  • C2019 goal data (correct answer)
  • D2019 commission plan
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: 2019 goal data

Topic 1 · Question 69

A data analyst is using a two-tailed, independent t-test to determine whether the type of stretching, dynamic or static, has any influence on a dancer’s flexibility. Which of the following is the alternative hypothesis?

  • AA dancer’s flexibility is improved through static stretching.
  • BThe change in a dancer’s flexibility is not equal to zero.
  • CThere is a difference in a dancer’s flexibility between static and dynamic stretching. (correct answer)
  • DThe means of the static and dynamic stretching groups do not differ from each other.
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: There is a difference in a dancer’s flexibility between static and dynamic stretching.

Topic 1 · Question 70

Which of the following is the best reason to use database views instead of tables?

  • AViews reduce the need for repetitive, complex data joins.
  • BViews allow for the storage of temporary data, whereas tables do not.
  • CViews allow for the joining of multiple data sources, whereas tables do not.
  • DViews can be used to restrict sensitive information. (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Views can be used to restrict sensitive information.

Topic 1 · Question 71

Which of the following would a data analyst look for first if 100% participation is needed on survey results?

  • AMissing data (correct answer)
  • BInvalid data
  • CRedundant data
  • DDuplicate data
Reveal answer & explanation
Correct answer: A

The correct answer is A. Option A: Missing data

Topic 1 · Question 72

A sales director has requested a report for individual team members within the division be developed. The director would like the report to be shared with all team members, but individual team members should not be identifiable within the report. Which of the following access requirements would support the director’s needs?

  • ACreate an acceptable use policy for the sales data.
  • BRelease the report as user-group-based access and include data masking. (correct answer)
  • CGet a data use agreement from the individual team members.
  • DProvide the report based on role and include data encryption.
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Release the report as user-group-based access and include data masking.

Topic 1 · Question 73

Which of the following is an example of PII?

  • AAge
  • BName (correct answer)
  • CEthnicity
  • DGender
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Name

Topic 1 · Question 74

Which of the following is the best technique for transferring data from one database to another with some data manipulation?

  • AApplication programming interfaces
  • BDelta load
  • CExtract, transform, load (correct answer)
  • DExport/import
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Extract, transform, load

Topic 1 · Question 75

Which of the following best describes a business analytics tool with interactive visualization and business capabilities and an interface that is simple enough for end users to create their own reports and dashboards?

  • APython
  • BR
  • CMicrosoft Power BI (correct answer)
  • DSAS
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Microsoft Power BI

Topic 1 · Question 76

A data analyst needs to create a data visualization that aids in understanding the cumulative impact of sequentially introduced values that are positive or negative. Which of the following data visualization methods should the analyst use?

  • AA bubble chart
  • BA waterfall chart (correct answer)
  • CA scatter plot
  • DA line chart
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: A waterfall chart

Topic 1 · Question 77

Which of the following report types is most appropriate for a high-level, year-end report requested by a Chief Executive Officer?

  • ADynamic
  • BRecurring
  • CAd hoc (correct answer)
  • DSelf-service
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Ad hoc

Topic 1 · Question 78

A company’s human resources department has asked a data analyst to categorize the income of all employees into five salary bands: Which of the following types of functions would be the most appropriate to use?

Exhibit 1 for question 78
  • AStatistical
  • BAggregate
  • CLogical (correct answer)
  • DMathematical
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Logical

Topic 1 · Question 79

Five dogs have the following heights in millimeters: 300, 430, 170, 470, 600 Which of the following is the standard deviation for the five dogs?

  • A147mm (correct answer)
  • B154mm
  • C394mm
  • D21,704mm
Reveal answer & explanation
Correct answer: A

The correct answer is A. Option A: 147mm

Topic 1 · Question 80

Which of the following is a non-parametric test?

  • AOne-sample t-test
  • BTwo-way ANOVA
  • CCorrelation coefficient
  • DSpearman’s rank correlation (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Spearman’s rank correlation

Topic 1 · Question 81

Which of the following best describes a 95% confidence interval?

  • AThere is a 95% probability that the population mean lies within the stated interval. (correct answer)
  • BA stated range may contain 95% of the population mean, 95% of the time.
  • CA set of ranges contains the population mean with 95% certainty.
  • DA range contains 95% of the population mean.
Reveal answer & explanation
Correct answer: A

The correct answer is A. Option A: There is a 95% probability that the population mean lies within the stated interval.

Showing questions 6180 of 294 · Page 4 of 15