DA0-001 Exam Questions
548 real DA0-001 exam questions with expert-verified answers and explanations. Page 4 of 11.
- Question #154Data Analysis
Given the following: Which of the following is the most important thing for an analyst to do when transforming the table for a trend analysis?
Data preparationData cleaningDate formattingTrend analysis - Question #155Data Concepts and Environments
Which of the following is a difference between a primary key and a unique key?
Primary KeyUnique KeyDatabase ConceptsData Integrity - Question #156Data Concepts and Environments
Which of the following best describes how discrete data differs from continuous data?
data typesdiscrete datacontinuous data - Question #157Data Concepts and Environments
Which of the following file formats is best suited to start exploratory analysis within statistical software?
File formatsData importStatistical softwareExploratory analysis - Question #158Data Analysis
An analyst wants to model the relationship between a set of continuous variables in order to predict the value of an output variable based on the values of a set of input variables...
Regression analysisPredictive modelingStatistical methodsContinuous variables - Question #159Visualization
A data analyst needs to create a dashboard using the company's yearly revenue data sets. Which of the following would be the best way to plot the information to show the top perfor...
Data VisualizationChart SelectionPerformance AnalysisDashboard Design - Question #160Data Concepts and Environments
The duration of a phone call in milliseconds is an example of:
Data typesContinuous dataMeasurement dataData classification - Question #161Data Analysis
Under which of the following circumstances should the null hypothesis be accepted when ?= 0.05?
Hypothesis Testingp-valueSignificance LevelNull Hypothesis - Question #162Data Analysis
Which of the following is the first step an analyst should perform upon receiving a business request for analysis?
Data Analysis ProcessBusiness UnderstandingProject Scoping - Question #163Visualization
Which of the following data analytics tools are used to create advanced statistical visualizations? (Choose two).
Data Analytics ToolsStatistical VisualizationBusiness IntelligenceStatistical Software - Question #164Visualization
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 loadi...
Dashboard performanceOptimizationData visualizationPerformance tuning - Question #165Data Analysis
Which of the following would be the BEST way to identify multicollinear attributes in a data set?
MulticollinearityCorrelation coefficientStatistical analysisData analysis - Question #166Data Concepts and Environments
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?
Dashboard planningData requirementsData sourcesData attributes - Question #167Data Analysis
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?
Sales performancePerformance reportingGoal dataData requirements - Question #168Data Analysis
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 f...
Hypothesis testingAlternative hypothesisT-test - Question #169Data Concepts and Environments
An analyst computed a new variable of income per day in the household by multiplying the number of days worked by the number of people working in the household and the income earne...
Derived variablesData transformationVariable typesData preparation - Question #170Data Analysis
Which of the following would a data analyst look for first if 100% participation is needed on survey results?
Missing dataData qualitySurvey analysisData integrity - Question #171Data Governance, Quality, and Controls
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 ind...
Data maskingData anonymizationAccess controlData privacy - Question #172Data Governance, Quality, and Controls
Which of the following is an example of PII?
PIIPersonally Identifiable InformationData PrivacySensitive Data - Question #173Data Concepts and Environments
Which of the following is the best technique for transferring data from one database to another with some data manipulation?
ETLData TransferData ManipulationData Integration - Question #174Visualization
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 cre...
Business IntelligenceData VisualizationDashboardsSelf-service analytics - Question #175Visualization
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 f...
Data VisualizationWaterfall ChartCumulative AnalysisChart Selection - Question #176Data Analysis
Which of the following report types is most appropriate for a high-level, year-end report requested by a Chief Executive Officer?
ReportingReport TypesExecutive ReportsBusiness Intelligence - Question #177Data Analysis
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...
Logical functionsData categorizationConditional statementsData transformation - Question #178Data Analysis
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?
Standard DeviationStatistical CalculationData VariabilityDescriptive Statistics - Question #179Data Analysis
Which of the following is a non-parametric test?
Non-parametric testsStatistical analysisSpearman's correlation - Question #180Data Analysis
Which of the following best describes a 95% confidence interval?
Confidence IntervalInferential StatisticsStatistical InterpretationPopulation Parameter - Question #181Data Analysis
Which of the following technologies would be BEST suited for creating a multiple linear regression model?
Statistical ModelingRegression AnalysisData Science ToolsR Programming - Question #182Data Governance, Quality, and Controls
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...
Data ValidationData QualityError PreventionData Import - Question #183Data Analysis
Given the table below: Which of the following numbers represents a Type I error?
Hypothesis TestingType I ErrorStatistical Errors - Question #184Data Analysis
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?
Sales ReportingData RequirementsBusiness IntelligenceReport Generation - Question #185Data Analysis
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 analy...
Data TransformationUnit ConversionData PreprocessingRescaling - Question #186Data Concepts and Environments
Which of the following statements would be used to append two tables that have the same number of columns?
SQLData ManipulationSet OperatorsRelational Databases - Question #187Data Analysis
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?
MetricsOperational ReportingKey Performance Indicators (KPIs)Business Reporting - Question #188Data Analysis
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...
Reporting frequencyBusiness requirementsData timelinessSales reporting - Question #189Visualization
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?
VisualizationInfographicsHierarchical dataData representation - Question #190Data Concepts and Environments
Which of the following database schemas features normalized dimension tables?
Database schemasData warehousingSnowflake schemaNormalization - Question #191Visualization
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 woul...
Data SecurityDashboardsInteractive FilteringPHI - Question #193Data Analysis
Which of the following reports can be used when insight into operational performance is needed each Wednesday?
Reporting typesOperational reportingBusiness intelligenceData communication - Question #194Data Governance, Quality, and Controls
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 ac...
Data ProfilingData QualityData InconsistencyData Cleansing - Question #195Data Governance, Quality, and Controls
Which of the following are reasons to conduct data cleansing? (Choose two).
Data cleansingData qualityData accuracyData preparation - Question #196Data Concepts and Environments
The number of phone calls that a call center receives in a day is an example of:
Data typesDiscrete dataQuantitative data - Question #197Data Analysis
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...
SQL JoinsLEFT JOINData ManipulationRelational Databases - Question #198Data Governance, Quality, and Controls
Which of the following is the most likely reason for a data analyst to optimize a query using parameterization?
Parameterized queriesSQL injectionDatabase securityQuery optimization - Question #199Data Analysis
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?
Sampling methodsStratified samplingData collectionData analysis - Question #200Data Analysis
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?
Database JoinsData ManipulationMean CalculationRelational Databases - Question #201Data Analysis
An analyst must obtain the average daily sales for the following week: Which of the following must the analyst perform to obtain this value?
Data aggregationStatistical analysisData summarization - Question #202Data Analysis
Which of the following best describes an exploratory analysis?
Exploratory Data AnalysisDescriptive StatisticsData ExplorationData Understanding - Question #203Visualization
A site reliability team wants to monitor the stability of their website, so they can proactively diagnose issues when they occur. Which of the following deliverables would best sui...
Website MonitoringReal-time dataPerformance MonitoringDashboards - Question #204Data Concepts and Environments
Which of the following query optimization techniques involves examining only the data that is needed for a particular task?
Query OptimizationDatabase IndexingData RetrievalPerformance Tuning