The graph represents a network of 5,015 Twitter users whose recent tweets contained "Chan Zuckerberg", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 16:10 UTC.
The tweets in the network were tweeted over the 4446-day, 18-hour, 40-minute period from Monday, 06 December 2010 at 05:32 UTC to Wednesday, 08 February 2023 at 00:13 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 5015
Unique Edges : 3900
Edges With Duplicates : 8349
Total Edges : 12249
Number of Edge Types : 9
Retweet : 2667
MentionsInRetweet : 3770
Tweet : 1688
Replies to : 751
MentionsInReplyTo : 2532
Quote : 72
MentionsInQuote : 77
Mentions : 599
MentionsInQuoteReply : 93
Self-Loops : 2136
Reciprocated Vertex Pair Ratio : 0.0339805825242718
Reciprocated Edge Ratio : 0.0657276995305164
Connected Components : 1206
Single-Vertex Connected Components : 798
Maximum Vertices in a Connected Component : 2577
Maximum Edges in a Connected Component : 7977
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.303367
Graph Density : 0.000245653148253683
Modularity : 0.513014
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,015 Twitter users whose recent tweets contained "Chan Zuckerberg", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 16:10 UTC.
The tweets in the network were tweeted over the 4446-day, 18-hour, 40-minute period from Monday, 06 December 2010 at 05:32 UTC to Wednesday, 08 February 2023 at 00:13 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Chan Zuckerberg
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1670] mark,zuckerberg [1655] priscilla,chan [1591] chan,zuckerberg [948] zuckerberg,initiative [853] wife,priscilla [675] zuckerberg,wife [436] zuckerberg,priscilla [320] ceo,mark [273] meta,ceo [231] zuckerberg,bankrolled Top Word Pairs in Tweet in G1:
[656] priscilla,chan [650] mark,zuckerberg [266] wife,priscilla [261] chan,zuckerberg [218] zuckerberg,priscilla [181] zuckerberg,initiative [174] zuckerberg,wife [134] expecting,third [118] third,baby [108] chan,expecting Top Word Pairs in Tweet in G2:
[237] chan,zuckerberg [158] zuckerberg,initiative [84] mark,zuckerberg [82] community,builders [79] builders,center [79] chanzuckerberg,solving [79] solving,today's [79] today's,biggest [79] biggest,issues [79] center,chanzuckerberg Top Word Pairs in Tweet in G3:
[224] bankrolled,soros [224] destroying,america [224] soros,group [224] americans,zuckerberg [224] america,made [224] made,americans [224] billionaire,socialist [224] zuckerberg,bankrolled [224] activists,destroying [224] socialist,activists Top Word Pairs in Tweet in G4:
[193] priscilla,chan [190] billions,dollars [190] mark,zuckerberg [189] zuckerberg,wife [189] many,billions [189] chan,given [189] facebook,meta [189] ceo,mark [189] dollars,facebook [189] given,away Top Word Pairs in Tweet in G5:
[105] chan,zuckerberg [52] zuckerberg,initiative [48] gates,foundation [45] melinda,gates [45] foundation,chan [45] bill,melinda [43] charter,schools [42] schools,bill [42] two,biggest [42] funders,charter Top Word Pairs in Tweet in G6:
[144] sbg,pasar [144] dan,145 [144] industri,digital [144] dunia,pnddkan [144] pnddkan,sbg [144] aws,edu [144] digital,yg [144] 145,edtech [144] edu,dan [144] microsoft,aws Top Word Pairs in Tweet in G7:
[72] chan,zuckerberg [58] zuckerberg,initiative [35] perseus,llc [35] 51,0163715 [31] llc,51 [29] 23,01 [26] gwb's,eo [25] american,friends [24] friends,bilderberg [23] initiative,american Top Word Pairs in Tweet in G8:
[89] chan,zuckerberg [82] zuckerberg,initiative [78] trust,chan [78] wellcome,trust [77] datacite,build [72] pleased,announce [70] partnering,datacite [70] announce,wellcome [70] initiative,partnering [69] datacite,pleased Top Word Pairs in Tweet in G9:
[69] oversee,political [69] david,plouffe [69] hires,former [69] former,obama [69] obama,campaign [69] manager,david [69] campaign,manager [69] plouffe,oversee [69] political,efforts [69] organization,hires Top Word Pairs in Tweet in G10:
[85] 2020,election [51] interfered,2020 [51] amend,using [51] bosses,violated [51] chan,interfered [51] 1st,amend [51] using,implicit [51] violated,1st [51] election,bosses [51] elvis,chan Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: