The graph represents a network of 2 617 Twitter users whose recent tweets contained "buttigieg 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 Monday, 17 February 2020 at 14:49 UTC.
The tweets in the network were tweeted over the 9-day, 14-hour, 1-minute period from Friday, 07 February 2020 at 20:09 UTC to Monday, 17 February 2020 at 10:11 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 : 2637
Unique Edges : 10497
Edges With Duplicates : 6754
Total Edges : 17251
Number of Edge Types : 5
Replies to : 970
Mentions : 5564
Tweet : 448
Retweet : 752
MentionsInRetweet : 9517
Self-Loops : 465
Reciprocated Vertex Pair Ratio : 0,0186848724398132
Reciprocated Edge Ratio : 0,03668430335097
Connected Components : 178
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 2195
Maximum Edges in a Connected Component : 16565
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4,61442
Graph Density : 0,001631388959381
Modularity : 0,45029
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2 617 Twitter users whose recent tweets contained "buttigieg 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 Monday, 17 February 2020 at 14:49 UTC.
The tweets in the network were tweeted over the 9-day, 14-hour, 1-minute period from Friday, 07 February 2020 at 20:09 UTC to Monday, 17 February 2020 at 10:11 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 : buttigieg 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:
[1994] pete,buttigieg [1346] mark,zuckerberg [778] tried,share [777] silicon,valley [773] buttigieg,mark [744] buttigieg,pete [742] happened,somebody [742] somebody,facebook [742] facebook,tried [742] share,jimmy_dore Top Word Pairs in Tweet in G1:
[1446] pete,buttigieg [756] tried,share [734] mark,zuckerberg [720] happened,somebody [720] somebody,facebook [720] facebook,tried [720] share,jimmy_dore [720] jimmy_dore,show [720] show,video [720] video,video Top Word Pairs in Tweet in G2:
[89] pete,buttigieg [78] mark,zuckerberg [32] zuckerberg,facebook [30] weird,liberals [30] liberals,absolutely [30] absolutely,obsessed [30] obsessed,role [30] role,mark [30] facebook,trump's [30] trump's,election Top Word Pairs in Tweet in G3:
[210] chop0matic,bridgetkf30 [210] bridgetkf30,_michelangelo__ [210] _michelangelo__,azrealtorlynn [210] azrealtorlynn,satcomnco [210] hotrod_mom,reelect20 [210] sebektravis,adeplorablebeam [210] maraswilliams,stonekeeper3 [210] stonekeeper3,tireoghainofahy [210] tireoghainofahy,laura_stietz [210] laura_stietz,real_rickburley Top Word Pairs in Tweet in G4:
[129] pete,buttigieg [127] buttigieg,sure [127] sure,suspicious [127] suspicious,professional [127] professional,background [127] background,backed [127] backed,soros [127] soros,funded [127] funded,shadow [127] shadow,inc Top Word Pairs in Tweet in G5:
[61] pete,buttigieg [41] mark,zuckerberg [22] bernie,sanders [19] one,#petesbillionaires [19] #petesbillionaires,anti [19] anti,democracy [19] democracy,globalist [19] globalist,oligarch [19] oligarch,mark [19] zuckerberg,runs Top Word Pairs in Tweet in G6:
[103] mark,zuckerberg [91] umm,mark [91] zuckerberg,helping [91] helping,buttigieg [91] buttigieg,pick [91] pick,staff [91] staff,call [23] pete,buttigieg [11] happened,somebody [11] somebody,facebook Top Word Pairs in Tweet in G7:
[26] mark,zuckerberg [25] pete,buttigieg [6] steve,bannon [5] buttigieg,mark [4] campaign,hires [3] think,steve [3] buttigieg,zuckerberg [3] alt,right [3] south,bend [3] mayor,pete Top Word Pairs in Tweet in G8:
[81] luvmypittys,bbl58 [81] bbl58,qarmyinfo [81] qarmyinfo,quincya17 [81] quincya17,eyedropmedia [81] eyedropmedia,macv58 [81] tresabridges,wwg1wga [81] wwg1wga,lazyishhound [81] lazyishhound,shayarm [81] shayarm,donnie_maga [81] donnie_maga,drottiemom Top Word Pairs in Tweet in G9:
[33] pete,buttigieg [29] buttigieg,facebook's [29] facebook's,300th [29] 300th,user [29] user,harvard [29] harvard,zuckerberg [19] few,years [19] years,ago [19] ago,zuckerberg [19] zuckerberg,ran Top Word Pairs in Tweet in G10:
[50] mark,zuckerberg [40] pete,buttigieg [34] zuckerberg,quietly [34] quietly,recommended [34] recommended,campaign [34] campaign,hires [34] hires,pete [22] proviewsusa,mark [22] buttigieg,#petesbillionaires [22] #petesbillionaires,scare Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: