•Gather tweets related to Elonmusk’s Twitter purchase using keywords such as,ElonMuskBuyTwitter, Twitter CEO, TwitterTakeover, buytwitter, ElonMusk•Use any library including rtweet and...

•Gather tweets related to Elonmusk’s Twitter purchase using keywords such as,ElonMuskBuyTwitter, Twitter CEO, TwitterTakeover, buytwitter, ElonMusk•Use any library including rtweet and igraphQuestion 1.To show the tweets are related to topic,I.Perform Words frequency histogramII.World cloud – (with attractive colours)Question 2.•Making a user network and graphI.Create a graph based on the mentions in each tweet using function network_graphII.Directed graph and undirected graphIII.Compute the components in the graph and the size of each component – septate themIV.Take the largest component of the graph and plot it – need to be visually attractiveQuestion 3I.Compute the diameter of the largest componentII.Compute the density of the largest componentIII.Plot the degree distribution of the graph–histogramIV.Compute the Betweenness Centrality of the largest componentV.Compute the Closeness Centrality of the largest component(decompose.graph • edge_betweenness • cluster_edge_betweenness • as.dendrogram) use these as wellVI.Estimate power low coefficient from the degree distributionQuestion 4I.Compute the neighbourhood overlap of each pair of nodesII.Find greatest and largest neighbourhood overlapQuestion 5I.Compute the popularity of each Twitter account using page rank and get 20 most popular accounts of the largest component (use Scaled PageRank algorithm)II.Compute degree of each vertex (each twitter account)
May 30, 2022
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