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DA0-001 β€” questions

Page 12 of 15 Β· 294 total questions.

Topic 1 Β· Question 223

A healthcare data analyst is working with data sets containing patient information, medical records, and metrics. The data analyst needs to combine two data sets that have a common field, Patient_ID. Which of the following data manipulation techniques should the analyst use?

  • AData blending
  • BConcatenation
  • CData append
  • DData merge (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Data merge

Topic 1 Β· Question 224 Β· Select all that apply

An analyst is explaining the company's financial systems and reporting tools to a new coworker. Which of the following data quality dimensions are the most important? (Choose three.)

  • AData formatting
  • BData accuracy (correct answer)
  • CData maturity
  • DData field
  • EData completeness (correct answer)
  • FData consistency (correct answer)
  • GData diversity
  • HData deletion
Reveal answer & explanation
Correct answer: B, E, F

The correct answer is B, E, F. Option B: Data accuracy Option E: Data completeness Option F: Data consistency

Topic 1 Β· Question 225

A data analyst needs to observe the relationship between two numeric variables and identify the clustering pattern as well as the outliers. Which of the following visualizations should the analyst use?

  • AHeat map
  • BTree map
  • CScatter plot (correct answer)
  • DStacked chart
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Scatter plot

Topic 1 Β· Question 226

Which of the following techniques is used to quantify data?

  • ADecoding
  • BEnumeration -B. Structure (correct answer)
  • CCoding
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Enumeration -B. Structure

Topic 1 Β· Question 227

Each month an analyst needs to execute a data pull for the two prior months. Which of the following is the most efficient function for the analyst to use?

  • ALogical
  • BDate (correct answer)
  • CAggregate
  • DSystem
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Date

Topic 1 Β· Question 228

An employer needs to maintain adequate office staffing during the winter and wants to track storm data. Which of the following data collection methods should the employer use?

  • AWeb scraping
  • BPublic databases (correct answer)
  • CObservations
  • DWeather surveys
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Public databases

Topic 1 Β· Question 229

Which of the following is a characteristic of structured data?

  • AData is stored in various formats.
  • BData requires more storage space.
  • CData is qualitative.
  • DData is formatted in rows and columns. (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Data is formatted in rows and columns.

Topic 1 Β· Question 230

Which of the following best describes structured data?

  • AData that is partially organized but does not contain consistent structure.
  • BData that contains text, videos, and images.
  • CData that does not contain a predefined schema or structure.
  • DData that is organized, searched, and queried. (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Data that is organized, searched, and queried.

Topic 1 Β· Question 231

A data analyst is working with a team to create a dashboard for a client who requires on-demand access. Which of the following is the best delivery method to support the client's requirement?

  • AEmail
  • BScheduled
  • CSubscription (correct answer)
  • DStatic
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Subscription

Topic 1 Β· Question 232

A college student has taken four exams in a class. The student hopes to finish the class with a weighted average of at least 90% to get an A. Given the following: With one test remaining, which of the following is the lowest score the student can receive while achieving the desired final grade?

Exhibit 1 for question 232
  • A96.7%
  • B79.5%
  • C85.4%
  • D91.2% (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: 91.2%

Topic 1 Β· Question 233

Which of the following relationships is necessary to define a third table called a "joining table" in relational databases?

  • AOne-to-many
  • BOne-to-one
  • CNon-relational
  • DMany-to-many (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Many-to-many

Topic 1 Β· Question 234

An analyst is conducting a survey to measure height. Which of the following is the most likely to decrease as the analyst collects more survey responses?

  • AThe mean
  • BThe sample size
  • CThe population
  • DThe confidence interval (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: The confidence interval

Topic 1 Β· Question 235

An analyst is reviewing a company document to identify why sales have declined over multiple sales quarters. Which of the following analysis techniques should the analyst use?

  • APerformance
  • BTrend (correct answer)
  • CLink
  • DExploratory
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Trend

Topic 1 Β· Question 236

A field marketing team needs to assess the relationship between gender and volume of sales. The team provided an analyst with the data to be modified. The data sets are shown below: Which of the following data manipulation techniques did the analyst apply?

Exhibit 1 for question 236Exhibit 2 for question 236
  • AData recoding (correct answer)
  • BData transposing
  • CData blending
  • DData imputation
Reveal answer & explanation
Correct answer: A

The correct answer is A. Option A: Data recoding

Topic 1 Β· Question 237

A data analyst added some missing data to a list of observations, since only a small amount of the data was absent. Which of the following actions did the data analyst perform?

  • AConcatenate
  • BParse
  • CAppend (correct answer)
  • DMerge
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Append

Topic 1 Β· Question 238

A director wants a data set that can be used to visualize how various marketing campaigns have performed. The information will be provided by internal and external sources and then compiled to produce the desired data set. Which of the following data techniques should an analyst use to fulfill this request?

  • AAppending
  • BImputing
  • CBlending (correct answer)
  • DMerging
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Blending

Topic 1 Β· Question 239

An analyst wants to show the population of each district in a city and the associated crime rates. Which of the following describes the appropriate analytical technique that the analyst should apply?

  • ADescriptive (correct answer)
  • BPrescriptive
  • CDiagnostic
  • DPredictive
Reveal answer & explanation
Correct answer: A

The correct answer is A. Option A: Descriptive

Topic 1 Β· Question 240

Which of the following should a developer use to interact with data from external resources?

  • ALocal database connection script
  • BWeb scraping
  • CApplication programming interface (correct answer)
  • DDelta load
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Application programming interface

Topic 1 Β· Question 241

Which of the following is a domain-specific language used in programming that is designed for managing data that is held in a relational data stream management system?

  • ASAS
  • BSQL (correct answer)
  • CPython
  • DR
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: SQL

Topic 1 Β· Question 242

Given the following data table: Which of the following data editing methods is the best to use to make the data usable for analysis?

Exhibit 1 for question 242
  • AConcatenation
  • BNormalization
  • CTransposition
  • DImputation (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Imputation

Showing questions 221–240 of 294 Β· Page 12 of 15