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DA0-001 β€” questions

Page 5 of 15 Β· 294 total questions.

Topic 1 Β· Question 82

Given the table below: Which of the following boxes indicates that a Type II error has occurred?

Exhibit 1 for question 82
  • A1
  • B2
  • C3 (correct answer)
  • D4
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: 3

Topic 1 Β· Question 83

A user imports a data file into the accounts payable system each day. On a regular basis, the field input is not what the system is expecting, so it results in an error for the row and a broken import process. To resolve the issue, the user opens the file, finds the error in the row, and manually corrects it before attempting the import again. The import sometimes breaks on subsequent attempts, though. Which of the following changes should be made to this process to reduce the number of errors?

  • ADelete all incorrect inputs and upload the corrected file.
  • BHave the user manually review the file for data completeness before loading it.
  • CCreate a data field to data type validator to run the file through prior to import. (correct answer)
  • DSpot-check the file prior to import to catch and correct field errors.
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Create a data field to data type validator to run the file through prior to import.

Topic 1 Β· Question 84

Given the table below: Which of the following numbers represents a Type I error?

Exhibit 1 for question 84
  • A1
  • B2
  • C3 (correct answer)
  • D4
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: 3

Topic 1 Β· Question 85

A sales manager wants quarterly sales reports broken down by unit and week. Which of the following data output lists includes the most necessary information?

  • AOrder number, salesperson, date shipped, recipient address, and price
  • BItem name, salesperson, recipient address, shipping cost, and date shipped
  • CItem number, item name, salesperson, date sold, and price (correct answer)
  • DItem name, salesperson, price, shipping cost, and date shipped
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Item number, item name, salesperson, date sold, and price

Topic 1 Β· Question 86

An analyst is preparing a report that contains weather data. The temperatures are shown in Fahrenheit, but they must be reported in Celsius. Which of the following should the analyst do to fix this issue?

  • ANormalize the data.
  • BStandardize the data.
  • CRescale the data. (correct answer)
  • DAggregate the data.
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Rescale the data.

Topic 1 Β· Question 87

Which of the following statements would be used to append two tables that have the same number of columns?

  • AUNION ALL (correct answer)
  • BMERGE
  • CGROUP BY
  • DJOIN
Reveal answer & explanation
Correct answer: A

The correct answer is A. Option A: UNION ALL

Topic 1 Β· Question 88

A data analyst has been asked to create a daily manufacturing report for the floor manager. Which of the following metrics should be included in the report?

  • ATons of steel produced per hour (correct answer)
  • BAnnual sales budget
  • CEnd-of-day stock price
  • DDaily corporate employee count
Reveal answer & explanation
Correct answer: A

The correct answer is A. Option A: Tons of steel produced per hour

Topic 1 Β· Question 89

A Chief Executive Officer (CEO) is requesting more up-to-date sales data for improved visibility prior to month-end. An analyst must determine the frequency of a sales report that was previously distributed on an as-needed basis. Which of the following would be the most appropriate frequency for this report?

  • AMonthly
  • BQuarterly
  • CWeekly (correct answer)
  • DEvery other month
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Weekly

Topic 1 Β· Question 90

A human resources analyst needs to build a new visualization to highlight the company’s hierarchy. Which of the following would be the best way to do this?

  • AA stacked chart
  • BAn infographic
  • CA word cloud
  • DA tree map (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: A tree map

Topic 1 Β· Question 91

Which of the following database schemas features normalized dimension tables?

  • AFlat
  • BSnowflake (correct answer)
  • CHierarchical
  • DStar
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Snowflake

Topic 1 Β· Question 92

A military commander would like to see the health scorecards of the troops daily and filter them based on gender and rank. Considering this data is PHI, which of the following would be the best way for the commander to view the information?

  • AAn emailed report
  • BA password-protected dashboard (correct answer)
  • CA daily printout of a report
  • DA cloud-hosted spreadsheet
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: A password-protected dashboard

Topic 1 Β· Question 93

Which of the following differentiates a flat text file from other data types?

  • AData is separated by a delimiter. (correct answer)
  • BData is stored in defined rows.
  • CData is defined with key-value pairs.
  • DData is housed in a markup language.
Reveal answer & explanation
Correct answer: A

The correct answer is A. Option A: Data is separated by a delimiter.

Topic 1 Β· Question 94

Which of the following reports can be used when insight into operational performance is needed each Wednesday?

  • AStatic report
  • BTactical report
  • CRecurring report (correct answer)
  • DAd hoc report
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Recurring report

Topic 1 Β· Question 95

During data profiling, an analyst decides to recode the status column in the following data set: Which of the following data concerns explains why the analyst wants to take this action?

Exhibit 1 for question 95
  • ARedundancy
  • BDuplication
  • CInvalidity
  • DInconsistency (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Inconsistency

Topic 1 Β· Question 96 Β· Select all that apply

Which of the following are reasons to conduct data cleansing? (Choose two).

  • ATo perform web scraping
  • BTo track KPIs
  • CTo improve accuracy (correct answer)
  • DTo review data sets
  • ETo increase the sample size
  • FTo calculate trends (correct answer)
Reveal answer & explanation
Correct answer: C, F

The correct answer is C, F. Option C: To improve accuracy Option F: To calculate trends

Topic 1 Β· Question 97

The number of phone calls that a call center receives in a day is an example of:

  • Acontinuous data.
  • Bcategorical data.
  • Cordinal data.
  • Ddiscrete data. (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: discrete data.

Topic 1 Β· Question 98

An analyst needs to join two tables of data together for analysis. All the names and cities in the first table should be joined with the corresponding ages in the second table, if applicable. Table 1 - Table 2 - Which of the following is the correct join the analyst should complete, and how many total rows will be in one table?

Exhibit 1 for question 98Exhibit 2 for question 98
  • AINNER JOIN, two rows
  • BLEFT JOIN, four rows (correct answer)
  • CRIGHT JOIN, five rows
  • DOUTER JOIN, seven rows
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: LEFT JOIN, four rows

Topic 1 Β· Question 99

Which of the following is the most likely reason for a data analyst to optimize a query using parameterization?

  • ATo return a subset of records
  • BTo insert a temporary table
  • CTo prevent SQL injections (correct answer)
  • DTo increase the query speed
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: To prevent SQL injections

Explanation

SQL injection manipulates database queries through untrusted input and is mitigated with parameterized statements.

Topic 1 Β· Question 100

A data analyst needs to collect a similar proportion of data from every state. Which of the following sampling methods would be the most appropriate?

  • ASystematic sampling
  • BConvenience sampling
  • CStratified sampling (correct answer)
  • DRandom sampling
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Stratified sampling

Topic 1 Β· Question 101

A data analyst needs to perform a full outer join of a customer’s orders using the tables below: Sales_table - Order_table - Which of the following is the mean of the order quantity?

Exhibit 1 for question 101Exhibit 2 for question 101
  • A73.5
  • B76.5
  • C78.8 (correct answer)
  • D81.5
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: 78.8

Showing questions 81–100 of 294 Β· Page 5 of 15