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300+ Social Media Analytics (SMA) Solved MCQs

These multiple-choice questions (MCQs) are designed to enhance your knowledge and understanding in the following areas: Information Technology Engineering (IT) .

251.

______community is when people with common interests and know exactly whether they belong to a community or not

A. explicit
B. Social
C. implicit
D. common
Answer» A. explicit
252.

Octoparse can be used for data extraction on

A. Twitter
B. instagram
C. hasgtag
D. Facebook
Answer» D. Facebook
253.

__________features a web-based dashboard that shows real-time insights

A. SoTrender
B. Brand24
C. cyfe
D. LikeAlyzer
Answer» B. Brand24
254.

_____tracks Facebook, Twitter and YouTube, both for your pages and that of your competitors.

A. SoTrender
B. Brand24
C. Social Bakers
D. LikeAlyzer
Answer» C. Social Bakers
255.

which of following is paid Facebook Analytics tool

A. LikeAlyzer
B. SoTrender
C. sociograph.io
D. Facebook insights
Answer» B. SoTrender
256.

________is another tool that offers a more complete social analysis than just Facebook, also including Twitter, YouTube, Instagram, Pinterest and LinkedIn.

A. LikeAlyzer
B. cyfe
C. Brand24
D. Social Bakers
Answer» B. cyfe
257.

___________is the first free Facebook Analytics tool

A. LikeAlyzer
B. sociograph.io
C. Facebook insights
D. Brand24
Answer» C. Facebook insights
258.

_______allows you to enter any Facebook page without authorization to measure and analyse its performance

A. LikeAlyzer
B. SoTrender
C. sociograph.io
D. Facebook insights
Answer» A. LikeAlyzer
259.

__________is not a Facebook Analytics tool.

A. LikeAlyzer
B. SoTrender
C. cyfe
D. Social Bakers
Answer» C. cyfe
260.

Quintly covers Facebook, Twitter, Google+, LinkedIn, Instagram and YouTube, but it has a free tool for_________ analytics.

A. Facebook
B. Twittern
C. Google+
D. LinkedI
Answer» A. Facebook
261.

Python library to connect to Twitter’s API called ________

A. Numpy
B. Tweepy
C. Matplotlib
D. Pandas
Answer» B. Tweepy
262.

Twitter API result is in a__________ format

A. Numeric
B. CSV
C. JSON
D. Key-Value
Answer» C. JSON
263.

All data we gather from Twitter is written in ____________ format

A. CSV
B. JSON
C. Key-Value
D. Java
Answer» A. CSV
264.

Mining social web is transforming curiosity into __________

A. Data
B. insights
C. Key-Value
D. information
Answer» B. insights
265.

Twitter allows people to communicate with ________characters messages

A. 140
B. 120
C. 180
D. 100
Answer» A. 140
266.

_____________do not require mutual acceptance of a connection between users.

A. Facebook
B. Twitter
C. LinkedIn
D. None of above
Answer» B. Twitter
267.

Calculating simple frequencies applied to unstructured text(tweets) called as ___________

A. lexical diversity
B. sparse diversity
C. linear diversity
D. None of above
Answer» A. lexical diversity
268.

Which are offline generated social media data sources?

A. telephone marketing and customer support
B. printed press
C. E-commerce
D. Both a and b
Answer» D. Both a and b
269.

The two ways of data gathering in social media analytics are                       and .

A. API ; web crawling
B. online ; offline
C. estimated data sources; factual data sources
D. None of these
Answer» A. API ; web crawling
270.

The total number of people who see your content is content is termed as .

A. impressions
B. reach
C. post
D. economic value
Answer» B. reach
271.

Which platform uses the Graph API as the primary way to get data into and out of the platform?

A. Facebook
B. Twitter
C. Instagram
D. None of these
Answer» A. Facebook
272.

What is amplification in social media metrics?

A. Total number of Audience Comments (or Replies) Per Post
B. Total number of Likes Per Post
C. Sum of Short and Long Term Revenue and Cost Savings
D. Total number of Shares or Clicks Per Post (or Video)
Answer» D. Total number of Shares or Clicks Per Post (or Video)
273.

Which are the types of visualization in social networks?

A. semantic and temporal
B. node-link representation and matrix representation
C. structural, semantic, temporal and statistical
D. None of these
Answer» C. structural, semantic, temporal and statistical
274.

Which are the different layout mechanisms used for visualization of social networks?

A. Property-based Layouts and Spectral layouts
B. Radial layouts
C. Force-directed and Energy-based Layouts
D. All of the above
Answer» D. All of the above
275.

Which are the most common data mining applications related to social networking sites?

A. Group detection and Recommendation systems
B. Data representation
C. Group profiling
D. Both a and c
Answer» D. Both a and c
276.

What is/are the input(s) to k-means clustering?

A. number of clusters
B. distance metric
C. feature vectors of instances
D. All of the above
Answer» D. All of the above
277.

Which measure ranks nodes with more connections higher in terms of centrality?

A. Group Centrality
B. Degree Centrality
C. Eigenvector Centrality
D. None of the above
Answer» B. Degree Centrality
278.

What is used for measuring and analyzing transitivity?

A. Clustering Coefficient
B. Local Clustering Coefficient
C. Graph Coefficient
D. Both a and b
Answer» D. Both a and b
279.

What defines a centrality measure for the nodes (webpages) in this web-graph?

A. Eigenvector Centrality
B. Katz Centrality
C. PageRank
D. Group Centrality
Answer» C. PageRank
280.

In , two nodes are considered similar when they share neighborhoods.

A. structural equivalence
B. regular equivalence
C. Reciprocity
D. None of the above
Answer» A. structural equivalence
281.

In , nodes are similar when their neighborhoods are similar.

A. transitivity
B. centrality
C. regular equivalence
D. structural equivalence
Answer» C. regular equivalence
282.

Which type of centrality generalizes degree centrality and considers individuals who know many important nodes as central?

A. Eigenvector Centrality
B. Group Centrality
C. Degree Centrality
D. Katz Centrality
Answer» A. Eigenvector Centrality
283.

Users exhibit different behaviors on social media: and .

A. Individual behavior; Collective behavior
B. Individual behavior; Group behavior
C. User behavior ; community behavior
D. Online user behavior; Group behavior
Answer» A. Individual behavior; Collective behavior
284.

Individual online behavior is classified into how many categories?

A. 2
B. 3
C. 5
D. 4
Answer» B. 3
285.

What are the categories of Individual Behavior?

A. User-User Behavior and User- Community Behavior
B. User-Group Behavior and User-Entity Behavior
C. User-User Behavior, User-Community Behavior and User- Entity Behavior
D. None of the above
Answer» C. User-User Behavior, User-Community Behavior and User- Entity Behavior
286.

In Individual behavior, User-User Bahevior is the behavior individuals exhibit with respect to other

A. entity
B. social media
C. community
D. individuals
Answer» D. individuals
287.

In Individual behavior, the target of User-Community behavior is

A. entity in social media
B. community
C. individuals
D. Both a and b
Answer» B. community
288.

In Individual behavior, the target of User-Entity behavior is

A. individuals
B. community
C. entity in social media
D. user
Answer» C. entity in social media
289.

What is Individual Behavior Analysis?

A. It helps to understand how different factors affect indivdual behaviors observed online.
B. It helps to understand indivdual behaviors in community.
C. It helps to understand behavior of community and entity in social media
D. None of the above
Answer» A. It helps to understand how different factors affect indivdual behaviors observed online.
290.

Which type of analysis is used for analyzing content?

A. Link analysis
B. Link prediction
C. Node analysis
D. Text analysis
Answer» D. Text analysis
291.

Users often join different communities in social media; the act of becoming a community member is an example of

A. User-User Behavior
B. User-Community Behavior
C. User-Entity Behavior
D. None of the above
Answer» B. User-Community Behavior
292.

Which are the steps used to perform behavioral analysis?

A. Feature Analysis and Evaluation Strategy
B. Observable behavior, Feature-Behavior Association and Evaluation Strategy
C. An observable behavior, Features, Feature-Behavior Association and Evaluation Strategy
D. Defining features and Observing individual behavior
Answer» C. An observable behavior, Features, Feature-Behavior Association and Evaluation Strategy
293.

A well-known causality detection technique is

A. Granger causality
B. system causality
C. statistical causality
D. algorithmic causality
Answer» A. Granger causality
294.

Which are the models of individual behavior used in Individual Behavior Modeling?

A. Jaccard Similarity, Common Neighbors
B. Preferential Attachment, Jaccard Similarity
C. Threshold models, Cascade Models
D. None of the above
Answer» C. Threshold models, Cascade Models
295.

When a behavior diffuses in a network, such as the behavior of individuals buying a product and referring it to others, one can use models.

A. threshold
B. cascade
C. game theory
D. network
Answer» A. threshold
296.

Which are the Node Neighborhood-Based Methods used for computing the similarity between two nodes?

A. Adamic and Adar Measure
B. Jaccard Similarity
C. Preferential Attachment
D. All of the above
Answer» D. All of the above
297.

Which are the methods based on paths between nodes that are used to calculate similarity?

A. Katz measure
B. Hitting and Commute Time
C. Rooted PageRank, SimRank
D. All of the above
Answer» D. All of the above
298.

Which are the types of migration that take place in social media sites?

A. Site Migration
B. Attention Migration
C. Both a and b
D. None of the above
Answer» C. Both a and b
299.

Collective Behavior Modelling can be performed via models, and

A. cascade
B. threshold
C. network
D. Both a and b
Answer» C. network
300.

Which are the features that can be considered for User Migration in social media?

A. User network size and user status
B. user activity on one site, user network size, and user rank
C. User activity on different sites
D. None of the above
Answer» B. user activity on one site, user network size, and user rank

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