The graph represents a network of 5,043 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 16:10 UTC.
The tweets in the network were tweeted over the 2730-day, 3-hour, 28-minute period from Tuesday, 21 July 2015 at 20:00 UTC to Tuesday, 10 January 2023 at 23:29 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 : 5043
Unique Edges : 4005
Edges With Duplicates : 8195
Total Edges : 12200
Number of Edge Types : 9
Tweet : 1757
Retweet : 2583
MentionsInRetweet : 3541
Replies to : 775
MentionsInReplyTo : 2784
Mentions : 574
Quote : 68
MentionsInQuote : 72
MentionsInQuoteReply : 46
Self-Loops : 2235
Reciprocated Vertex Pair Ratio : 0.0341137123745819
Reciprocated Edge Ratio : 0.0659767141009056
Connected Components : 1277
Single-Vertex Connected Components : 852
Maximum Vertices in a Connected Component : 2312
Maximum Edges in a Connected Component : 7363
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.518966
Graph Density : 0.000243207896422382
Modularity : 0.520034
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,043 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 16:10 UTC.
The tweets in the network were tweeted over the 2730-day, 3-hour, 28-minute period from Tuesday, 21 July 2015 at 20:00 UTC to Tuesday, 10 January 2023 at 23:29 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:
[1609] chan,zuckerberg [1565] mark,zuckerberg [1544] priscilla,chan [869] zuckerberg,initiative [679] wife,priscilla [491] zuckerberg,wife [478] zuckerberg,priscilla [235] zuckerberg,bankrolled [235] bankrolled,soros [235] expecting,third Top Word Pairs in Tweet in G1:
[708] mark,zuckerberg [698] priscilla,chan [263] chan,zuckerberg [263] wife,priscilla [244] zuckerberg,priscilla [172] zuckerberg,wife [166] zuckerberg,initiative [147] expecting,third [132] third,baby [109] chan,expecting Top Word Pairs in Tweet in G2:
[218] chan,zuckerberg [149] zuckerberg,initiative [83] community,builders [80] biggest,issues [80] builders,center [80] center,chanzuckerberg [80] chanzuckerberg,solving [80] solving,today's [80] today's,biggest [79] issues,#s Top Word Pairs in Tweet in G3:
[227] bankrolled,soros [227] destroying,america [227] soros,group [227] americans,zuckerberg [227] america,made [227] made,americans [227] billionaire,socialist [227] zuckerberg,bankrolled [227] activists,destroying [227] socialist,activists Top Word Pairs in Tweet in G4:
[77] chan,zuckerberg [59] 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 G5:
[147] sbg,pasar [147] dan,145 [147] industri,digital [147] dunia,pnddkan [147] pnddkan,sbg [147] aws,edu [147] digital,yg [147] 145,edtech [147] edu,dan [147] microsoft,aws Top Word Pairs in Tweet in G6:
[142] chan,date [142] formally,promised [142] spend,100 [142] date,minimum [142] before,tying [142] zuckerberg,formally [142] promised,take [142] one,time [142] tying,knot [142] week,spend Top Word Pairs in Tweet in G7:
[57] chan,zuckerberg [47] gates,foundation [45] melinda,gates [45] bill,melinda [44] foundation,chan [43] charter,schools [42] biggest,funders [42] funders,charter [42] two,biggest [42] schools,bill Top Word Pairs in Tweet in G8:
[89] 2020,election [53] using,implicit [53] elvis,chan [53] election,bosses [53] bosses,violated [53] violated,1st [53] implicit,gov [53] interfered,2020 [53] 1st,amend [53] chan,interfered Top Word Pairs in Tweet in G9:
[70] oversee,political [70] david,plouffe [70] hires,former [70] former,obama [70] obama,campaign [70] manager,david [70] campaign,manager [70] plouffe,oversee [70] political,efforts [70] organization,hires Top Word Pairs in Tweet in G10:
[13] franz51632970,_gawdy_ [13] davidpa97558507,jaquepierre4 [11] kerridwinr,big_crusher1000 [10] keepitwilder,balthsgirl [10] jaquepierre4,keepitwilder [9] john28500101,houndthelibs [9] mariogoveia1,john28500101 [9] tdavis51976120,mariogoveia1 [9] charmed0504,fueldog3 [9] houndthelibs,houagg77 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 G7:
Top Replied-To in G10:
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: