The graph represents a network of 5,069 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 12/28/2022 7:49:47 AM. The network was obtained from Twitter on Wednesday, 28 December 2022 at 16:09 UTC.
The tweets in the network were tweeted over the 2716-day, 14-hour, 17-minute period from Tuesday, 21 July 2015 at 20:00 UTC to Wednesday, 28 December 2022 at 10:17 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 : 5069
Unique Edges : 3880
Edges With Duplicates : 8670
Total Edges : 12550
Number of Edge Types : 9
Tweet : 1640
Retweet : 2706
MentionsInRetweet : 3692
Replies to : 756
MentionsInReplyTo : 2968
Mentions : 590
Quote : 72
MentionsInQuote : 79
MentionsInQuoteReply : 47
Self-Loops : 2127
Reciprocated Vertex Pair Ratio : 0.0370430809399478
Reciprocated Edge Ratio : 0.0714398111723053
Connected Components : 1213
Single-Vertex Connected Components : 779
Maximum Vertices in a Connected Component : 2305
Maximum Edges in a Connected Component : 7632
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.574758
Graph Density : 0.000247375484299306
Modularity : 0.514651
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,069 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 12/28/2022 7:49:47 AM. The network was obtained from Twitter on Wednesday, 28 December 2022 at 16:09 UTC.
The tweets in the network were tweeted over the 2716-day, 14-hour, 17-minute period from Tuesday, 21 July 2015 at 20:00 UTC to Wednesday, 28 December 2022 at 10:17 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] chan,zuckerberg [1410] priscilla,chan [1381] mark,zuckerberg [871] zuckerberg,initiative [561] wife,priscilla [472] zuckerberg,priscilla [461] zuckerberg,wife [234] zuckerberg,bankrolled [234] bankrolled,soros [233] made,americans Top Word Pairs in Tweet in G1:
[623] mark,zuckerberg [622] priscilla,chan [257] chan,zuckerberg [236] zuckerberg,priscilla [220] wife,priscilla [168] zuckerberg,initiative [162] zuckerberg,wife [148] expecting,third [125] third,baby [108] chan,expecting Top Word Pairs in Tweet in G2:
[217] chan,zuckerberg [147] zuckerberg,initiative [83] community,builders [80] builders,center [80] chanzuckerberg,solving [80] solving,today's [80] today's,biggest [80] biggest,issues [80] center,chanzuckerberg [79] issues,#s Top Word Pairs in Tweet in G3:
[226] bankrolled,soros [226] destroying,america [226] soros,group [226] americans,zuckerberg [226] america,made [226] made,americans [226] billionaire,socialist [226] zuckerberg,bankrolled [226] activists,destroying [226] socialist,activists Top Word Pairs in Tweet in G4:
[74] chan,zuckerberg [56] zuckerberg,initiative [35] perseus,llc [33] 51,0163715 [31] llc,51 [28] 23,01 [25] gwb's,eo [23] american,friends [22] friends,bilderberg [21] initiative,american Top Word Pairs in Tweet in G5:
[150] sbg,pasar [150] dan,145 [150] industri,digital [150] dunia,pnddkan [150] pnddkan,sbg [150] aws,edu [150] digital,yg [150] 145,edtech [150] edu,dan [150] microsoft,aws Top Word Pairs in Tweet in G6:
[144] chan,date [144] formally,promised [144] spend,100 [144] date,minimum [144] before,tying [144] zuckerberg,formally [144] promised,take [144] one,time [144] tying,knot [144] week,spend Top Word Pairs in Tweet in G7:
[90] 2020,election [56] elvis,chan [53] violated,1st [53] chan,interfered [53] interfered,2020 [53] using,implicit [53] amend,using [53] 1st,amend [53] election,bosses [53] bosses,violated Top Word Pairs in Tweet in G8:
[71] oversee,political [71] david,plouffe [71] hires,former [71] former,obama [71] obama,campaign [71] manager,david [71] campaign,manager [71] plouffe,oversee [71] political,efforts [71] organization,hires Top Word Pairs in Tweet in G9:
[17] mirandaisrisen,jackjackedme [17] ssherow,dynamex [17] jackjackedme,ssherow [17] calliem19373157,fueldog3 [14] dynamex,russettrichard [13] franz51632970,_gawdy_ [13] julie_nonumbers,ajohnso50141696 [13] davidpa97558507,jaquepierre4 [13] russettrichard,jamess33677101 [12] realvioletbloom,mirandaisrisen Top Word Pairs in Tweet in G10:
[82] chan,zuckerberg [62] gates,foundation [60] foundation,chan [45] melinda,gates [45] bill,melinda [44] charter,schools [43] funders,charter [43] schools,bill [43] biggest,funders [43] two,biggest Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: