Data Science In Business — Part 2 MCQs with Explanations
Practice high-yield Computer Science & IT MCQs on Data Science In Business — Part 2 with worked academic solutions for PPSC, FPSC, CSS, PMS, NTS.
Questions
25
Difficulty Level
Exam-Level
Target Exams
PPSC, FPSC, CSS...
Estimated Time
30 mins
Exam-Level PPSC FPSC CSS PMS NTS
Verified for Commission Syllabus • Oct 14, 2026
25
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Question 1 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the main goal of "cohort analysis" in business analytics?
Correct Answer: Option C — Tracking customer behavior
Detailed Academic Explanation:
Tracking customer behavior is the correct answer to “What is the main goal of "cohort analysis" in business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 2 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In business analytics, what is the primary purpose of "data transformation"?
Correct Answer: Option A — Changing data from one format to another
Detailed Academic Explanation:
Changing data from one format to another is the correct answer to “In business analytics, what is the primary purpose of "data transformation"”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 3 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary objective of "customer profiling" in business analytics?
Correct Answer: Option A — Understanding customer demographics
Detailed Academic Explanation:
Understanding customer demographics is the correct answer to “What is the primary objective of "customer profiling" in business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 4 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In data science for business, what is the primary goal of "data sampling"?
Correct Answer: Option B — Selecting a subset of data
Detailed Academic Explanation:
Selecting a subset of data is the correct answer to “In data science for business, what is the primary goal of "data sampling"”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 5 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In business analytics, what is the primary purpose of "market research analysis"?
Correct Answer: Option B — Analyzing customer preferences
Detailed Academic Explanation:
Analyzing customer preferences is the correct answer to “In business analytics, what is the primary purpose of "market research analysis"”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 6 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary objective of "data storytelling" in business data science?
Correct Answer: Option A — Communicating data insights to others
Detailed Academic Explanation:
Communicating data insights to others is the correct answer to “What is the primary objective of "data storytelling" in business data science”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 7 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In data science for business, what does "data enrichment" involve?
Correct Answer: Option B — Improving data quality
Detailed Academic Explanation:
Improving data quality is the correct answer to “In data science for business, what does "data enrichment" involve”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 8 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the main focus of "customer journey mapping" in business analytics?
Correct Answer: Option B — Visualizing the customer experience
Detailed Academic Explanation:
Visualizing the customer experience is the correct answer to “What is the main focus of "customer journey mapping" in business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 9 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In business analytics, what is the primary goal of "data summarization"?
Correct Answer: Option D — Extracting actionable insights
Detailed Academic Explanation:
Extracting actionable insights is the correct answer to “In business analytics, what is the primary goal of "data summarization"”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 10 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary purpose of "churn prediction" in business analytics?
Correct Answer: Option A — Maximizing customer retention
Detailed Academic Explanation:
Maximizing customer retention is the correct answer to “What is the primary purpose of "churn prediction" in business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 11 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In data science for business, what is the term for identifying patterns and trends in data without a specific question in mind?
Correct Answer: Option B — Exploratory Data Analysis (EDA)
Detailed Academic Explanation:
Exploratory Data Analysis (EDA) is the correct answer to “In data science for business, what is the term for identifying patterns and trends in data without a specific question in mind”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 12 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the main goal of "data governance" in business analytics?
Correct Answer: Option D — To establish data policies and procedures
Detailed Academic Explanation:
To establish data policies and procedures is the correct answer to “What is the main goal of "data governance" in business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 13 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In business analytics, what does "RFM analysis" typically refer to?
Correct Answer: Option B — Segmenting customers by behavior
Detailed Academic Explanation:
Segmenting customers by behavior is the correct answer to “In business analytics, what does "RFM analysis" typically refer to”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 14 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary objective of "data democratization" in business data science?
Correct Answer: Option A — Increasing data accessibility
Detailed Academic Explanation:
Increasing data accessibility is the correct answer to “What is the primary objective of "data democratization" in business data science”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 15 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In data science for business, what is the primary focus of "cross-selling analysis"?
Correct Answer: Option B — Maximizing customer retention
Detailed Academic Explanation:
Maximizing customer retention is the correct answer to “In data science for business, what is the primary focus of "cross-selling analysis"”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 16 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the main purpose of "data exploration" in business analytics?
Correct Answer: Option B — Analyzing data patterns
Detailed Academic Explanation:
Analyzing data patterns is the correct answer to “What is the main purpose of "data exploration" in business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 17 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In business analytics, what is the primary goal of "supply chain optimization"?
Correct Answer: Option C — Improving operational efficiency
Detailed Academic Explanation:
Improving operational efficiency is the correct answer to “In business analytics, what is the primary goal of "supply chain optimization"”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 18 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary objective of "data monetization" in business data science?
Correct Answer: Option B — Generating revenue from data
Detailed Academic Explanation:
Generating revenue from data is the correct answer to “What is the primary objective of "data monetization" in business data science”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 19 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary goal of "data-driven decision-making" in business analytics?
Correct Answer: Option B — Using data to inform choices
Detailed Academic Explanation:
Using data to inform choices is the correct answer to “What is the primary goal of "data-driven decision-making" in business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 20 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In business analytics, what does "BI" stand for in the context of business analytics?
Correct Answer: Option A — Business Intelligence
Detailed Academic Explanation:
Business Intelligence is the correct answer to “In business analytics, what does "BI" stand for in the context of business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 21 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary goal of "marketing analytics" in business data science?
Correct Answer: Option B — Optimizing marketing strategies
Detailed Academic Explanation:
Optimizing marketing strategies is the correct answer to “What is the primary goal of "marketing analytics" in business data science”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 22 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In data science for business, what does "data aggregation" involve?
Correct Answer: Option C — Combining data from multiple sources
Detailed Academic Explanation:
Combining data from multiple sources is the correct answer to “In data science for business, what does "data aggregation" involve”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 23 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the main purpose of "customer profiling" in business analytics?
Correct Answer: Option A — Understanding customer demographics
Detailed Academic Explanation:
Understanding customer demographics is the correct answer to “What is the main purpose of "customer profiling" in business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 24 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In business analytics, what is the primary goal of "market segmentation"?
Correct Answer: Option B — Analyzing customer purchase patterns
Detailed Academic Explanation:
Analyzing customer purchase patterns is the correct answer to “In business analytics, what is the primary goal of "market segmentation"”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
Question 25 of 25
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary objective of "data-driven decision-making" in business analytics?
Correct Answer: Option B — Using data to inform choices
Detailed Academic Explanation:
Using data to inform choices is the correct answer to “What is the primary objective of "data-driven decision-making" in business analytics”. This question is standard in competitive examination syllabi for Data Science In Business.
💡Key Conceptual Anchor:Data Science In Business
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