FBISE, NCP & NBF-aligned resources for Classes 9–12
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Computer Chapter 4 : Topic 3.7
Big Data Characteristics
1 / 9
A multinational company collects billions of customer records from online stores, mobile applications, and physical branches worldwide. Which characteristic of big data is most clearly represented?
Reasoning: Volume refers to the enormous amount of data generated and stored.
2 / 9
A social media platform receives thousands of posts, comments, and messages every second that must be processed immediately. Which characteristic of big data is being demonstrated?
Reasoning: Velocity describes the speed at which data is generated and processed.
3 / 9
A business analyzes text reviews, videos, images, emails, and numerical sales records together for decision-making. Which characteristic of big data does this scenario best illustrate?
Reasoning: Variety refers to the different forms and types of data available.
4 / 9
A company verifies customer information because some collected records contain errors, missing values, and inconsistent details. Which characteristic of big data is most relevant here?
Reasoning: Veracity relates to the accuracy, reliability, and quality of data.
5 / 9
A retail organization analyzes large datasets and discovers customer buying patterns that increase profits and improve marketing strategies. Which characteristic of big data is highlighted?
Reasoning: Value refers to the useful insights and benefits gained from data analysis.
6 / 9
Which situation best demonstrates the characteristic of velocity rather than volume in a big data environment?
Reasoning: Velocity focuses on the speed of data generation and processing.
7 / 9
A healthcare organization combines patient reports, medical images, laboratory results, and sensor readings for analysis. Which characteristic of big data is primarily demonstrated?
Reasoning: The data comes in multiple formats, representing variety.
8 / 9
Why is veracity considered an important characteristic when organizations make decisions using big data?
Reasoning: Accurate and reliable data leads to better decisions and insights.
9 / 9
Which option correctly matches a characteristic of big data with its meaning in practical business applications?
Reasoning: Velocity refers to the rapid generation, transfer, and processing of data in real time.
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