DA0-001 Exam Questions
548 real DA0-001 exam questions with expert-verified answers and explanations. Page 8 of 11.
- Question #356Data Analysis
An analyst is currently working on a ticket to revamp a company-wide dashboard that has been in use for five years. Which of the following should be the first step in the developme...
Requirements gatheringDashboard developmentProject initiationStakeholder communication - Question #357Data Governance, Quality, and Controls
Which of the following is the best reason for removing data outliers?
OutliersData CleaningData PreprocessingData Quality - Question #358Data Governance, Quality, and Controls
After the daily ETL jobs are completed, the data in the reports does not appear complete, and a lot of data seems to be missing. Which of the following concepts should be used to a...
Data ProfilingETLData QualityMissing Data - Question #359Data Analysis
A client wants a new report that will be automatically emailed to all global sales teams on a weekly basis. Each sales team must be able to view the sales for its region and the co...
Report DesignReport DistributionEfficiencyData Filtering - Question #360Data Governance, Quality, and Controls
Given the following data sample: Which of the following best describes the data quality issue?
Data qualityDuplicate dataData issues - Question #361Data Concepts and Environments
Which of the following is an example of discrete data?
Data typesDiscrete dataContinuous dataData classification - Question #362Data Governance, Quality, and Controls
Which of the following defines the policies and procedures for managing the master data?
Data governanceMaster data managementData policies - Question #363Data Analysis
Which of the following occurs if a 90% confidence interval increases to 95%?
Confidence IntervalMargin of ErrorConfidence LevelInferential Statistics - Question #364Data Concepts and Environments
An analyst reviews the following table: Which of the following data types is represented in the values in the RefNo column?
Data typesNumeric dataData classificationColumn data - Question #365Data Governance, Quality, and Controls
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...
Data qualityData quality dimensionsFinancial systemsReporting tools - Question #366Data Concepts and Environments
A data engineer is creating a database field to capture whether a customer likes vanilla ice cream. Which of the following data types is the best to capture this information?
Data typesBooleanDatabase designData modeling - Question #367Data Concepts and Environments
An analyst is updating a customer contacts database with information obtained from a survey of new customers. Which of the following data manipulation techniques should the analyst...
Data manipulationDatabase operationsAppendData integration - Question #368Data Governance, Quality, and Controls
A database administrator is required to mask certain table columns containing PII in order to comply with the company privacy policy. Which of the following are the most likely typ...
PIIData MaskingData PrivacyData Governance - Question #369Data Analysis
An analyst conducted a preliminary analysis for a data set and identified several patterns and anomalies. Which of the following analysis techniques did the analyst use?
Exploratory Data AnalysisPreliminary analysisData patternsAnomalies - Question #370Data Governance, Quality, and Controls
Which of the following activities occurs during the ETL process?
ETL processData transformationData qualityMissing values handling - Question #371Data Analysis
Which of the following data analysis tools increases the efficiency of data visualizations?
Microsoft ExcelData visualizationData analysis tools - Question #372Data Governance, Quality, and Controls
Given the following data set: Which of the following is the best reason for cleansing the data?
Data CleansingData QualityDuplicate DataData Preparation - Question #373Data Governance, Quality, and Controls
Which of the following are the first steps a company should take after discovering a data breach? (Choose two.)
Data breach responseIncident managementBreach assessmentUser notification - Question #374Data Analysis
Which of the following best describes a 95% confidence interval?
Confidence IntervalStatistical InferencePopulation MeanProbability - Question #375Data Governance, Quality, and Controls
A healthcare data analyst notices that one data set in the column for BloodPressure contains several outliers that need to be replaced with meaningful values. Which of the followin...
Data preprocessingOutlier handlingImputationData quality - Question #376Data Mining
Which of the following analysis techniques is an unsupervised data mining process?
Unsupervised learningClusteringData mining processes - Question #377Data Analysis
Which of the following types of analysis would be best for an analyst to use to examine the relationships between authors who cited other authors in a library of research papers?
Link analysisData relationshipsNetwork analysis - Question #378Visualization
A reporting analyst needs to create a report that refreshes automatically and is accessible to the entire sales organization. Which of the following tools is the most appropriate t...
Business IntelligenceData ReportingData Visualization ToolsAutomated Reporting - Question #379Data Concepts and Environments
Which of the following is the most appropriate to consider when creating a schema of a central group broken into detailed subcategories?
Schema designDimensional modelingSnowflake schemaData warehousing - Question #380Data Concepts and Environments
Which of the following is the best reason to use database views instead of tables?
Database viewsSQLDatabase concepts - Question #381Data Analysis
Which of the following is the median of the number set: 3, 7, 5, 6, 9?
MedianDescriptive StatisticsCentral TendencyData Analysis - Question #382Data Governance, Quality, and Controls
A data set has the following values: Which of the following is the best reason for cleansing the data?
Data cleansingData qualityMissing dataData preparation - Question #383Data Analysis
An analyst needs to join two data sets that compare vehicle weights. One data set is in pounds, and the other has various units of measure. Which of the following should the analys...
Data preparationData cleaningData normalizationUnit standardization - Question #384Data Governance, Quality, and Controls
A database administrator needs to ensure only approved users can access specific database tables to perform financial functions. Which of the following is the best access control m...
Access ControlDatabase SecurityRole-Based Access ControlData Controls - Question #385Visualization
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 sh...
Data visualizationScatter plotOutlier detectionClustering patterns - Question #386Data Concepts and Environments
An analyst needs to know what data an organization possesses. Which of the following is the best document for the analyst to consult?
Data dictionaryData documentationData assetsInformation retrieval - Question #387Data Analysis
A data analyst who works for a government agency is required to obtain the average income of citizens. The list of citizens is given in the following table: A value for one citizen...
Missing Data HandlingData ImputationData PreprocessingStatistical Analysis - Question #388Data Governance, Quality, and Controls
Given the following table: Which of the following describes the data quality issues with the age data?
Data QualityData ConsistencyData Quality IssuesData Validation - Question #389Data Analysis
An organization wants to evaluate whether project activities are within the set projections and in line to meet the desired project targets. Which of the following types of analysi...
Performance analysisProject evaluationData analysis types - Question #390Data Concepts and Environments
Which of the following data types should an analyst use to provide the most flexibility when recording emails on a form?
Data TypesForm DesignData EntryString Data - Question #391Data Governance, Quality, and Controls
Which of the following explains why standardization of data field names is important to master data management concepts?
Master Data ManagementData StandardizationData Quality - Question #392Data Analysis
A data analyst is working for a shipping company and calculating the volume of boxes according to the following formula: volume = height ?width ?depth. Which of the following varia...
Derived variablesData transformationCalculated fieldsVariable types - Question #393Data Concepts and Environments
A business intelligence engineer needs to reduce the size of a data model for reporting purposes. The data set contains more than one million rows, and the table has a date-time co...
Data ModelingData OptimizationData TypesStorage Efficiency - Question #394Data Governance, Quality, and Controls
Given the following data: Which of the following best describes the main issue in the data set?
Data qualityData consistencyData integrityData issues - Question #395Data Mining
An analyst for a small business with multiple locations is using each location's quarterly sales reports from last year to create a single revenue report for the year. Which of the...
Data manipulationData integrationData appendData preparation - Question #396Data Concepts and Environments
Which of the following best describe qualitative data? (Select two).
Qualitative dataData typesNominal dataOrdinal data - Question #397Data Analysis
Which of the following techniques should an analyst use to analyze a data set to get a snapshot of basic measures of central tendency?
Descriptive statisticsCentral tendencyStatistical measures - Question #398Data Concepts and Environments
A database administrator needs to increase performance on a large dimension table. Which of the following is the best way to accomplish this task?
Database performanceData partitioningTable optimizationDimension tables - Question #399Data Governance, Quality, and Controls
A data analyst is setting up a data dashboard to monitor several ETL data streams to ensure that data is complete for later analysis. Which of the following audiences should the an...
ETL monitoringData qualityData dashboardsAudience identification - Question #400Data Concepts and Environments
A sales manager requested a report that contains the first name, last name, and phone number of all the company's customers and employees. The data engineer needs to return all the...
SQL JoinsData RetrievalDatabase Concepts - Question #401Data Concepts and Environments
Which of the following data types is best for representing count data?
Data typesDiscrete dataCount data - Question #402Visualization
Which of the following types of dashboards should a business intelligence engineer develop in order to provide information about failed data pipelines?
DashboardsOperational DashboardsData PipelinesBusiness Intelligence - Question #403Data Concepts and Environments
Which of the following is concatenate typically used to combine?
ConcatenationData ManipulationString FunctionsData Preparation - Question #404Data Analysis
A dataset requires an analysis for investigating and discovering abnormalities. Which of the following best describes the nature of the exploratory analysis conducted?
Exploratory Data AnalysisData CharacteristicsAbnormality DiscoveryDescriptive Statistics - Question #405Data Analysis
A company needs a report that provides executives an overview and regional managers with both an overview and specifics. Which of the following reporting elements will achieve thes...
Interactive ReportingDrill-downData PresentationReporting Elements