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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 16:10 UTC.
The tweets in the network were tweeted over the 4453-day, 16-hour, 28-minute period from Monday, 06 December 2010 at 05:32 UTC to Tuesday, 14 February 2023 at 22:00 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 : 3898
Edges With Duplicates : 8363
Total Edges : 12261
Number of Edge Types : 9
Tweet : 1662
Retweet : 2704
MentionsInRetweet : 3812
Replies to : 727
MentionsInReplyTo : 2509
Mentions : 608
Quote : 70
MentionsInQuote : 78
MentionsInQuoteReply : 91
Self-Loops : 2095
Reciprocated Vertex Pair Ratio : 0.0338728516602703
Reciprocated Edge Ratio : 0.065526145900581
Connected Components : 1186
Single-Vertex Connected Components : 782
Maximum Vertices in a Connected Component : 2581
Maximum Edges in a Connected Component : 7980
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.30835
Graph Density : 0.000246408759362121
Modularity : 0.514267
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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 16:10 UTC.
The tweets in the network were tweeted over the 4453-day, 16-hour, 28-minute period from Monday, 06 December 2010 at 05:32 UTC to Tuesday, 14 February 2023 at 22:00 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:
[1653] mark,zuckerberg [1628] priscilla,chan [1592] chan,zuckerberg [959] zuckerberg,initiative [845] wife,priscilla [670] zuckerberg,wife [433] zuckerberg,priscilla [331] ceo,mark [286] meta,ceo [231] zuckerberg,bankrolled Top Word Pairs in Tweet in G1:
[643] priscilla,chan [632] mark,zuckerberg [265] chan,zuckerberg [255] wife,priscilla [217] zuckerberg,priscilla [187] zuckerberg,initiative [172] zuckerberg,wife [133] expecting,third [117] third,baby [108] chan,expecting Top Word Pairs in Tweet in G2:
[181] chan,zuckerberg [136] zuckerberg,initiative [82] community,builders [79] biggest,issues [79] builders,center [79] center,chanzuckerberg [79] chanzuckerberg,solving [79] solving,today's [79] today's,biggest [78] issues,#s Top Word Pairs in Tweet in G3:
[224] socialist,activists [224] bankrolled,soros [224] billionaire,socialist [224] destroying,america [224] soros,group [224] america,made [224] americans,zuckerberg [224] made,americans [224] zuckerberg,bankrolled [224] activists,destroying Top Word Pairs in Tweet in G4:
[209] priscilla,chan [206] billions,dollars [206] mark,zuckerberg [205] zuckerberg,wife [205] many,billions [205] chan,given [205] facebook,meta [205] ceo,mark [205] dollars,facebook [205] given,away Top Word Pairs in Tweet in G5:
[105] chan,zuckerberg [52] zuckerberg,initiative [48] gates,foundation [45] foundation,chan [45] melinda,gates [45] bill,melinda [43] charter,schools [42] funders,charter [42] schools,bill [42] biggest,funders 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] 51,0163715 [35] perseus,llc [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:
[68] oversee,political [68] david,plouffe [68] hires,former [68] former,obama [68] obama,campaign [68] manager,david [68] campaign,manager [68] plouffe,oversee [68] political,efforts [68] organization,hires Top Word Pairs in Tweet in G9:
[85] 2020,election [51] using,implicit [51] elvis,chan [51] election,bosses [51] bosses,violated [51] violated,1st [51] implicit,gov [51] interfered,2020 [51] 1st,amend [51] chan,interfered Top Word Pairs in Tweet in G10:
[8] john28500101,houndthelibs [8] thechicosuave1,afreequeen [8] mariogoveia1,john28500101 [8] tdavis51976120,mariogoveia1 [8] charmed0504,fueldog3 [8] houndthelibs,houagg77 [8] houagg77,realvioletbloom [7] franz51632970,_gawdy_ [7] davidpa97558507,jaquepierre4 [7] gaballots,progunone1776 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 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: