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Business Data Analytics (CBDA) - IIBA Exam Questions

Last updated on June 20, 2026

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152 Total Questions
1
Question
While creating a dataset for analysis, the analyst reviews the data collected and finds a large
percentage of records are missing values. Which activity would the analyst perform in order to use this dataset?
Options
A Weighting
B Factor analysis
C Scale validation
D Clustering
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2
Question
While sourcing data, an analyst runs into a situation where different business units are using
different names to refer to the same data element. This lack of standardization is resulting in confusion and additional time required to properly prepare data for analysis. Which practice, if implemented would address this situation and mature the organization's business analytics practice?
Options
A Data warehousing
B Meta data management
C Data quality management
D Database operations management
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3
Question
Results of the data analysis have been analyzed and the team was confident with the results but also quite surprised the outcome was not what was expected. In pondering the value of what can be gleaned from the data, the team has no feasible solution to put forth to address the business need. A logical next step would be to:
Options
A Analyze the data again, to determine if any insights were overlooked
B Check the quality of the data that was used for the analysis
C Provide the results to a 2nd analytics team to see if similar conclusions are drawn
D Repeat the business analytics cycle with the formation of a new research question
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4
Question
A financial software company has growth and expansion as one of their top strategic priorities for the year. The senior executive team would like to assess their sales performance over the last 3 years to help set sales objectives. In discussion with the business analytics manager, for a comprehensive sales report, the sales lead recommends looking into the number of contracts signed over the past 3 years and the dollar value for the signed contracts. Which other question is important to consider

when evaluating sales performance?
Options
A What is the number of customers retained over the past 3 years?
B What is the average time for conversion?
C What is the total cost incurred per year?
D What is the time to market the software?
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5
Question
A data scientist is performing statistical analysis and is interested in graphically depicting the data set according to the associated quartiles Minimum, First Quartile, Median, Second Quartile, Third Quartile. Which technique would allow for the display of this statistical five number summary?
Options
A Multivariate histogram
B Box plot
C Gaussian distribution
D Scatter plot
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