The graph represents a network of 1,646 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, 20 September 2021 at 06:30 UTC.
The requested start date was Monday, 20 September 2021 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 13-day, 23-hour, 35-minute period from Monday, 06 September 2021 at 00:19 UTC to Sunday, 19 September 2021 at 23:55 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 : 1646
Unique Edges : 1073
Edges With Duplicates : 5095
Total Edges : 6168
Number of Edge Types : 5
Mentions : 1308
Replies to : 362
Retweet : 1508
MentionsInRetweet : 2388
Tweet : 602
Self-Loops : 680
Reciprocated Vertex Pair Ratio : 0.0297588506926629
Reciprocated Edge Ratio : 0.0577977080219233
Connected Components : 246
Single-Vertex Connected Components : 126
Maximum Vertices in a Connected Component : 1067
Maximum Edges in a Connected Component : 5362
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.61704
Graph Density : 0.000741227697614554
Modularity : 0.321747
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,646 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, 20 September 2021 at 06:30 UTC.
The requested start date was Monday, 20 September 2021 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 13-day, 23-hour, 35-minute period from Monday, 06 September 2021 at 00:19 UTC to Sunday, 19 September 2021 at 23:55 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:
[433] #cybersecuritynews,#cyber [329] #cyber,#cybersecurity [292] #cybersecurity,#cyberattacks [289] #india,carry [285] #cyberattacks,#china [267] #cyberattacks,#cyberwar [263] carry,sophisticated [261] #cyberwar,#apt [259] sophisticated,#cyberattacks [259] #china,pak Top Word Pairs in Tweet in G1:
[373] #cybersecuritynews,#cyber [307] #cyber,#cybersecurity [284] #cybersecurity,#cyberattacks [262] #cyberattacks,#cyberwar [259] #cyberwar,#apt [255] #apt,#securitybreach [255] #securitybreach,#malware [255] #malware,#zeroday [255] #zeroday,#hacker [255] #hacker,#breach Top Word Pairs in Tweet in G2:
[36] cyberwar,part [33] part,two [33] two,flipping [33] flipping,switches [7] read,more [5] #cybersecurity,#cyberwar [4] #putin,#kaspersky [4] #kaspersky,#cyberwar [4] #cyberwar,#ukraine [4] #ukraine,#hacking Top Word Pairs in Tweet in G3:
[88] total,cyberwar [76] blockchains,hardened [76] hardened,constant [76] constant,attack [75] time,total [75] cyberwar,crypto [75] crypto,services [75] services,survive [75] survive,reason [75] reason,blockchains Top Word Pairs in Tweet in G4:
[26] adamaltcoin,legal [26] legal,constitutional [26] constitutional,path [26] path,reinstatement [26] reinstatement,stopped [26] stopped,idiocy [26] idiocy,division [25] tam_resist,adamaltcoin [5] still,cyberwar [4] burrddoh,squadthen Top Word Pairs in Tweet in G5:
[88] nyt,down [88] down,cyberwar [87] preetbharara,nyt [2] npars01,guybaddis [2] guybaddis,aslavitt [2] aslavitt,worry [2] worry,generals [2] generals,american [2] american,chinese [2] chinese,busily Top Word Pairs in Tweet in G6:
[23] realmaxmeier,cyberwar_army [9] nutzername0815o,asicwatcher [8] countrygirlger,cyberwar_army [8] muctaxiimpera,cyberwar_army [8] cyberwar_army,realmaxmeier_2 [8] i0n1c,cyberwar_army [7] muctaxidivideet,i0n1c [7] cyberwar,muslim [6] countrygirlger,realmaxmeier [6] cyberwar_army,asicwatcher Top Word Pairs in Tweet in G7:
[17] remains,one [17] one,favourite [17] favourite,pictures [17] pictures,cyberwar [17] cyberwar,cyberwar [17] cyberwar,calvinball [17] calvinball,rule [17] rule,don [17] don,play [17] play,same Top Word Pairs in Tweet in G8:
[74] chinese,intelligence [74] intelligence,spent [74] spent,december [74] december,2020 [74] 2020,early [74] early,january [74] january,2021 [74] 2021,appears [74] appears,based [74] based,major Top Word Pairs in Tweet in G9:
[289] #india,carry [285] #cyberattacks,#china [263] carry,sophisticated [259] sophisticated,#cyberattacks [259] #china,pak [241] pak,exodusintel [208] exodusintel,xi_research [181] xi_research,kaspersky [100] rvp,#india [79] kaspersky,kasperskyics Top Word Pairs in Tweet in G10:
[51] name,fairness [51] fairness,pulitzerprizes [51] pulitzerprizes,american [51] american,journalist [51] journalist,picks [51] picks,low [51] low,hanging [51] hanging,fruit [51] fruit,drsasa22222 [51] drsasa22222,pipe Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
Top Tweeters in G1:
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Top Tweeters in G10: