SDS Exam Dumps | Which of the following is FALSE for Social Network Analysis (SNA)?

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DASCA.SDS.v2025-10-13.q37
Question 27

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Question 27/37

Which of the following is FALSE for Social Network Analysis (SNA)?

A. Social Network Analysis (SNA) is an example of graph analysis

B. Social Network Analysis (SNA) is an example of trend analysis

C. SNA is used to investigate social structures and relationships across social networks

D. SNA characterizes networked structures in terms of nodes and the ties or edges that connect them

E. None of the above

Correct Answer: B

Social Network Analysis (SNA) is a powerful analytical method that applies graph theory to study relationships among entities (people, organizations, computers, etc.).
Option A: Correct. SNA is indeed an example of graph analysis because it models entities as nodes and their relationships as edges/ties.
Option B: FALSE. SNA is not an example of trend analysis. Trend analysis focuses on temporal patterns (time series), while SNA is structural and relational.
Option C: Correct. SNA investigates structures such as communities, influencers, and information diffusion in networks.
Option D: Correct. The characterization of nodes and edges is central to SNA.
Option E: Incorrect, since we've identified Option B as false.
Thus, the false statement is Option B.
Reference:
DASCA Data Scientist Knowledge Framework (DSKF) - Analytics: Graph Analysis & Social Network Analysis.

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