The graph represents a network of 1,521 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, 24 January 2022 at 07:20 UTC.
The requested start date was Monday, 24 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 11-day, 18-hour, 48-minute period from Monday, 10 January 2022 at 05:00 UTC to Friday, 21 January 2022 at 23:48 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 : 1521
Unique Edges : 941
Edges With Duplicates : 2633
Total Edges : 3574
Number of Edge Types : 5
Retweet : 853
MentionsInRetweet : 1099
Tweet : 794
Mentions : 553
Replies to : 275
Self-Loops : 827
Reciprocated Vertex Pair Ratio : 0.0177646188008882
Reciprocated Edge Ratio : 0.0349090909090909
Connected Components : 453
Single-Vertex Connected Components : 280
Maximum Vertices in a Connected Component : 465
Maximum Edges in a Connected Component : 1827
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.020439
Graph Density : 0.000594743762759957
Modularity : 0.413845
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,521 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, 24 January 2022 at 07:20 UTC.
The requested start date was Monday, 24 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 11-day, 18-hour, 48-minute period from Monday, 10 January 2022 at 05:00 UTC to Friday, 21 January 2022 at 23:48 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:
[168] against,ukraine [167] echo,last [159] hacks,against [157] destructive,hacks [148] last,cyberwar [146] ukraine,echo [105] #cybersecurity,#tech [102] #tech,more [86] lancewhit,#cybersecurity [79] more,cybersecurity Top Word Pairs in Tweet in G1:
[103] against,ukraine [98] echo,last [97] hacks,against [97] last,cyberwar [96] ukraine,echo [95] destructive,hacks [43] cyberwar,ukraine [41] ripple,globally [39] russian,cyberwar [39] ukraine,ripple Top Word Pairs in Tweet in G2:
[105] #cybersecurity,#tech [102] #tech,more [86] lancewhit,#cybersecurity [79] more,cybersecurity [79] cybersecurity,coverage [79] coverage,check [79] check,flipboard [79] flipboard,magazine [61] ways,cybersecurity [61] cybersecurity,change Top Word Pairs in Tweet in G3:
[17] #북한,#northkorea [17] #northkorea,#cyberwar [17] cyberwar,steam [17] steam,icon [17] icon,bottom [17] bottom,left [17] left,corner [17] corner,accurate [17] accurate,thing [17] thing,video Top Word Pairs in Tweet in G4:
[19] west,unite [17] think,west [17] unite,protecting [17] protecting,critical [17] critical,infrastructure [17] infrastructure,cyberwarfare [15] cyberwarfare,explicitly [14] cisajen,think [13] bfry1981,cisajen [13] explicitly,incl Top Word Pairs in Tweet in G5:
[24] russia,force [24] force,take [24] take,seriously [24] seriously,karaganov [24] karaganov,russia [24] russia,three [24] three,ways [24] ways,beefing [24] beefing,military [24] military,presence Top Word Pairs in Tweet in G6:
[47] サイバー戦争の予兆か,ウクライナで警戒高まる [47] #ウクライナ,#ロシア [42] wsjjapan,サイバー戦争の予兆か [28] ウクライナで警戒高まる,#ウクライナ [19] ウクライナで警戒高まる,バイデン氏 [19] バイデン氏,サイバー攻撃程度ならロシアへの強力な報復はないと示唆 [19] サイバー攻撃程度ならロシアへの強力な報復はないと示唆,#ウクライナ Top Word Pairs in Tweet in G7:
[13] echo,last [12] against,ukraine [12] ukraine,echo [8] last,cyberwar [7] destructive,hacks [7] hacks,against [6] destructive,#hacks [6] #hacks,against [6] last,#cyberwar [6] #cyberwar,#security Top Word Pairs in Tweet in G8:
[42] loop,liar [42] cyberwar,algorithm [35] shithole,toture [15] cyberwar,weapon [14] microphone,room [13] bla,bla [12] cyberwar,center [10] live,hitlerpolice [9] angela,merkel [8] evolution,destruction Top Word Pairs in Tweet in G9:
[25] deframing1,cyberwar_army [23] realmaxmeier,cyberwar_army [13] cyberwar_army,baystmi [7] realmaxmeier,baystmi [7] cyberwar_army,deframing1 [7] deframing1,baystmi [5] cyberwar_army,ja [4] cyberwar_army,realmaxmeier [4] realmaxmeier,deframing1 [3] deframing1,realmaxmeier Top Word Pairs in Tweet in G10:
[14] several,weeks [14] weeks,making [13] whispergate,attack [13] attack,ukraine [13] ukraine,appears [13] appears,attack [13] attack,several [13] making,ukrainian [13] ukrainian,security [13] security,official Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: