The graph represents a network of 6,381 Twitter users whose tweets in the requested range contained "cyberwar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 May 2022 at 06:41 UTC.
The requested start date was Monday, 16 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 14-hour, 43-minute period from Saturday, 07 May 2022 at 08:30 UTC to Sunday, 15 May 2022 at 23:14 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 : 6381
Unique Edges : 1027
Edges With Duplicates : 13637
Total Edges : 14664
Number of Edge Types : 5
Retweet : 6608
MentionsInRetweet : 6778
Replies to : 124
Mentions : 453
Tweet : 701
Self-Loops : 830
Reciprocated Vertex Pair Ratio : 0.00446841294298921
Reciprocated Edge Ratio : 0.0088970701027765
Connected Components : 365
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 5393
Maximum Edges in a Connected Component : 13160
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.752325
Graph Density : 0.000160129577473092
Modularity : 0.351654
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,381 Twitter users whose tweets in the requested range contained "cyberwar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 May 2022 at 06:41 UTC.
The requested start date was Monday, 16 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 14-hour, 43-minute period from Saturday, 07 May 2022 at 08:30 UTC to Sunday, 15 May 2022 at 23:14 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 : GraphServerTwitterSearch
Graph Term : cyberwar
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:
[4613] jamming,hacking [4606] russian,cyberwar [4606] hacking,attempts [4602] resisted,russian [4601] cyberwar,jamming [4596] attempts,far [4582] ramping,efforts [4578] starlink,resisted [4575] re,ramping [4572] far,re Top Word Pairs in Tweet in G1:
[4536] cyberwar,jamming [4536] jamming,hacking [4535] russian,cyberwar [4534] starlink,resisted [4534] resisted,russian [4533] hacking,attempts [4533] attempts,far [4533] far,re [4533] re,ramping [4533] ramping,efforts Top Word Pairs in Tweet in G2:
[645] #cyberwar,#cybercrime [402] #cybercrime,#cyber [332] #cyber,#hacker [248] #hacker,#privacy [186] #privacy,#apt [108] #apt,#bot [96] time,#ddos [96] #ddos,party [96] party,updated [96] 2022,use Top Word Pairs in Tweet in G3:
[20] russian,cyberwar [18] resisted,russian [17] jamming,hacking [17] hacking,attempts [16] attempts,far [16] ramping,efforts [15] cyberwar,against [15] cyberwar,jamming [13] against,ukraine [13] elon,musk Top Word Pairs in Tweet in G4:
[96] great,list [96] list,books [96] books,getting [96] getting,cti [96] cti,cuckoo's [96] cuckoo's,egg [96] egg,intelligence [96] intelligence,driven [96] driven,incident [96] incident,response Top Word Pairs in Tweet in G5:
[5] putin,wont [3] putin,friends [3] friends,allways [3] frighten,people [3] people,nukes [3] nukes,ww3 [3] ww3,cyberwar [3] create,fly [3] fly,zone [3] zone,over Top Word Pairs in Tweet in G6:
[52] option,carries [52] carries,risks [52] risks,alternative [52] alternative,cyberwar [52] cyberwar,attack [52] attack,nato [52] nato,arms [52] arms,transfers [52] transfers,potential [52] potential,accidents Top Word Pairs in Tweet in G8:
[22] under,attack [21] baddcompani,under [21] attack,kind [21] kind,war [21] war,barely [21] barely,words [21] words,sometimes [21] sometimes,call [21] call,cyber [21] cyber,war Top Word Pairs in Tweet in G9:
[8] einschätzung,mdraktuell [8] mdraktuell,sicherheitsexperte [8] sicherheitsexperte,russischer [8] russischer,#cyberwar [8] #cyberwar,unrealistisch [8] unrealistisch,#kritis [7] russland,führt [7] führt,krieg [7] krieg,gegen [7] gegen,die Top Word Pairs in Tweet in G10:
[14] attacco,italia [14] italia,hacker [14] hacker,russi [14] russi,colpiti [14] colpiti,senato [14] senato,difesa [14] difesa,crescono [14] crescono,segnali [14] segnali,cyberwar [14] cyberwar,globale Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: