The graph represents a network of 3,058 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, 31 January 2022 at 07:38 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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 13-day, 22-hour, 54-minute period from Monday, 17 January 2022 at 01:02 UTC to Sunday, 30 January 2022 at 23:57 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 : 3058
Unique Edges : 1772
Edges With Duplicates : 4931
Total Edges : 6703
Number of Edge Types : 5
Replies to : 392
Mentions : 995
Retweet : 1863
MentionsInRetweet : 2268
Tweet : 1185
Self-Loops : 1224
Reciprocated Vertex Pair Ratio : 0.0204823257350512
Reciprocated Edge Ratio : 0.0401424409193914
Connected Components : 629
Single-Vertex Connected Components : 385
Maximum Vertices in a Connected Component : 1408
Maximum Edges in a Connected Component : 4060
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.595521
Graph Density : 0.000330434198452639
Modularity : 0.473243
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,058 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, 31 January 2022 at 07:38 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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 13-day, 22-hour, 54-minute period from Monday, 17 January 2022 at 01:02 UTC to Sunday, 30 January 2022 at 23:57 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:
[160] ripple,globally [134] ukraine,war [129] body,bags [126] ukraine,ripple [125] cyberwar,ukraine [125] few,weeks [124] cyberwar,few [124] weeks,ago [123] tweeted,cyberwar [123] ago,know Top Word Pairs in Tweet in G1:
[84] cyberwar,ukraine [84] ripple,globally [78] ukraine,ripple [76] russian,cyberwar [31] against,ukraine [29] echo,last [27] hacks,against [27] ukraine,echo [27] last,cyberwar [26] destructive,hacks Top Word Pairs in Tweet in G2:
[84] #cybersecurity,#tech [71] more,cybersecurity [71] cybersecurity,coverage [71] coverage,check [71] check,flipboard [71] flipboard,magazine [52] #tech,more [41] lancewhit,#cybersecurity [40] tools,helping [40] helping,companies Top Word Pairs in Tweet in G3:
[122] tweeted,cyberwar [122] cyberwar,few [122] few,weeks [122] weeks,ago [122] ago,know [122] know,cyberattack [122] cyberattack,feels [122] feels,personal [122] personal,level [122] level,talking Top Word Pairs in Tweet in G4:
[70] ukraine,pay [70] pay,terrible [70] terrible,price [70] price,initially [70] initially,resistance [70] resistance,west [70] west,stays [70] stays,united [70] united,opposing [70] opposing,putin Top Word Pairs in Tweet in G5:
[72] fight,ahead [72] ahead,ukraine [72] ukraine,body [72] body,bags [72] bags,cyberwar [53] ignatiuspost,fight [12] cyberwar,ignatiuspost [11] ignatiuspost,back [11] back,kiev [11] kiev,postopinions Top Word Pairs in Tweet in G6:
[22] deframing1,cyberwar_army [20] realmaxmeier,cyberwar_army [10] nutzername0815o,shomburg [9] holgerhamburgo,doc_ontherocks [9] hosenmaus1,cyberwar_army [8] stephanmelone,kachelmann [6] shomburg,hosenmaus1 [5] cyberwar_army,ja [5] cyberwar_army,muctaxidivideet [5] cyberwar_army,heute_at Top Word Pairs in Tweet in G7:
[76] soldiers,tanks [76] tanks,care [76] care,national [76] national,borders [76] borders,cyber [60] techreview,soldiers [8] complement,analysis [8] analysis,talked [8] talked,john [8] john,possibility Top Word Pairs in Tweet in G8:
[3] squadthen,small1ldy1 [3] small1ldy1,shields_rex [3] shields_rex,sugar1420 [3] sugar1420,dmwasleske [3] dmwasleske,eddsmitty [3] eddsmitty,zazzybritches [3] zazzybritches,benazja [3] benazja,antifaoperative [3] antifaoperative,gangstamimi [2] gangstamimi,eddsmitty Top Word Pairs in Tweet in G9:
[71] opinion,putin [71] putin,chooses [71] chooses,invade [71] invade,ukraine [71] ukraine,war [71] war,bloody [71] bloody,bitter [71] bitter,david [71] david,ignatius [71] ignatius,brilliant Top Word Pairs in Tweet in G10:
[76] shithole,toture [72] loop,liar [58] cyberwar,algorithm [24] cyberwar,weapon [22] cyberwar,center [18] playing,dumb [15] microphone,room [15] live,cyberwar [14] responsibility,denail [14] bla,bla Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G10:
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 G4:
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Top Tweeters in G10: