The graph represents a network of 19,336 Twitter users whose recent tweets contained "Zuckerberg", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 12 May 2022 at 21:47 UTC.
The tweets in the network were tweeted over the 2-day, 15-hour, 30-minute period from Tuesday, 10 May 2022 at 05:30 UTC to Thursday, 12 May 2022 at 21:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 19336
Unique Edges : 19569
Edges With Duplicates : 3139
Total Edges : 22708
Number of Edge Types : 5
Retweet : 11459
MentionsInRetweet : 1166
Tweet : 4151
Mentions : 3165
Replies to : 2767
Self-Loops : 4223
Reciprocated Vertex Pair Ratio : 0.00471114775337142
Reciprocated Edge Ratio : 0.00937811382685657
Connected Components : 4361
Single-Vertex Connected Components : 2575
Maximum Vertices in a Connected Component : 9826
Maximum Edges in a Connected Component : 12864
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.474146
Graph Density : 4.56345391593616E-05
Modularity : 0.781215
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 19,336 Twitter users whose recent tweets contained "Zuckerberg", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 12 May 2022 at 21:47 UTC.
The tweets in the network were tweeted over the 2-day, 15-hour, 30-minute period from Tuesday, 10 May 2022 at 05:30 UTC to Thursday, 12 May 2022 at 21:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : 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:
[8316] mark,zuckerberg [2305] hundreds,millions [2301] one,powerful [2300] congrats,mark [2299] zuckerberg,career [2299] career,high [2299] high,creation [2299] creation,one [2299] powerful,tools [2299] tools,much Top Word Pairs in Tweet in G1:
[1729] mark,zuckerberg [141] elon,musk [102] project,cambria [73] bill,gates [69] nfts,coming [64] social,media [60] instagram,facebook [58] mark,zuckerberg's [56] vr,headset [53] gt,gt Top Word Pairs in Tweet in G2:
[2312] mark,zuckerberg [2291] congrats,mark [2291] zuckerberg,career [2291] career,high [2291] high,creation [2291] creation,one [2291] one,powerful [2291] powerful,tools [2291] tools,much [2291] much,aided Top Word Pairs in Tweet in G3:
[1586] zuckerberg,bought [1586] bought,mules [1585] mules,steal [1585] steal,election [1585] election,elon [1585] elon,bought [1585] bought,twitter [1585] twitter,restore [1585] restore,freedom [626] 2000,mules Top Word Pairs in Tweet in G4:
[672] know,zuckerberg [672] zuckerberg,zuckerberg [672] zuckerberg,initiative [672] initiative,philanthropy [672] philanthropy,actually [672] actually,llc [672] llc,profit [672] profit,company [672] company,501c3 [672] 501c3,charity Top Word Pairs in Tweet in G5:
[217] mark,zuckerberg [133] 419,million [108] million,dollars [104] zuckerberg,spent [92] spent,419 [92] 2000,mules [71] dollars,last [71] last,election [71] election,wonder [71] wonder,ballot Top Word Pairs in Tweet in G6:
[207] mark,zuckerberg [112] zuckerberg,nobody [111] screw,elonmusk [111] elonmusk,hero [111] hero,genius [111] genius,left [111] left,mark [111] nobody,likes [111] likes,facebook [111] facebook,anymore Top Word Pairs in Tweet in G7:
[156] mark,zuckerberg [131] bill,gates [131] gates,zuckerberg [131] artificial,breast [131] breast,milk [130] billionaires,invest [130] invest,environmentally [130] environmentally,friendly [130] friendly,artificial [130] milk,cultured Top Word Pairs in Tweet in G8:
[330] mark,zuckerberg [317] mixed,reality [293] project,cambria [286] look,mixed [284] vr,headset [283] first,look [281] zuckerberg,shared [281] shared,first [281] reality,experiences [281] experiences,project Top Word Pairs in Tweet in G9:
[307] instar,homologue [307] homologue,space [307] space,elon [307] elon,frog [307] frog,jeff [307] jeff,bezos [307] bezos,dis [307] dis,mister [307] mister,worldwide [307] worldwide,entreprises Top Word Pairs in Tweet in G10:
[273] zuckerberg,spent [272] spent,400m [272] 400m,democrat [272] democrat,activist [272] activist,orgs [272] orgs,take [272] take,over [272] over,swing [272] swing,state [272] state,election 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: