The graph represents a network of 2,034 Twitter users whose tweets in the requested range contained "#cisco", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 December 2020 at 13:01 UTC.
The requested start date was Thursday, 03 December 2020 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, 23-hour, 28-minute period from Thursday, 19 November 2020 at 01:18 UTC to Thursday, 03 December 2020 at 00:46 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 : 2034
Unique Edges : 1179
Edges With Duplicates : 5074
Total Edges : 6253
Number of Edge Types : 5
Mentions : 591
Tweet : 2257
Retweet : 1599
MentionsInRetweet : 1766
Replies to : 40
Self-Loops : 2278
Reciprocated Vertex Pair Ratio : 0.0160810005955926
Reciprocated Edge Ratio : 0.0316529894490035
Connected Components : 724
Single-Vertex Connected Components : 531
Maximum Vertices in a Connected Component : 824
Maximum Edges in a Connected Component : 3937
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.914614
Graph Density : 0.00041256340199878
Modularity : 0.315236
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,034 Twitter users whose tweets in the requested range contained "#cisco", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 December 2020 at 13:01 UTC.
The requested start date was Thursday, 03 December 2020 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, 23-hour, 28-minute period from Thursday, 19 November 2020 at 01:18 UTC to Thursday, 03 December 2020 at 00:46 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 : #cisco
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:
[179] bridge,operator [179] operator,console [166] cloud,suite [162] bridge,cloud [155] unified,communications [152] gt,#cissp [152] #cissp,#security [152] #security,#ceh [134] #microsoftteams,#skype4b [134] #skype4b,#cisco Top Word Pairs in Tweet in G1:
[56] #shikaku,#cisco [56] #cisco,解答 [56] 解答,co [52] co,szfkgauemj [38] #cisco,#ccna [31] です,#shikaku [26] register,today [25] discover,next [25] next,wave [25] wave,innovation Top Word Pairs in Tweet in G2:
[93] #ctelecoms,#networking [78] #networking,#infrastructure [65] #infrastructure,#firewall [55] #firewall,#endpoints_security [47] #endpoints_security,#emailsecurity [47] #websecurity,#ciscosecurity [47] #ciscosecurity,#ciscosolutions [47] #ciscosolutions,#amp [47] #amp,#umbrella [47] #umbrella,#ngfw Top Word Pairs in Tweet in G3:
[38] #ccna,#devnet [36] #devnet,#gns3 [36] #gns3,#cisco [34] #cisco,gns3 [31] #cisco,#ciscocert [29] #cisco,training [29] training,products [19] #cybermonday,sale [18] #ccna,#ccnp [17] #ciscocert,#ccna Top Word Pairs in Tweet in G4:
[48] #codinglife,#linuxuser [46] #anonymous,#pentesting [46] #pentesting,#php [44] #php,#ethicalhacker [44] #ethicalhacker,#linuxmint [44] #linuxmint,#cybercrime [40] #cybercrime,#codinglife [36] black,friday [29] #linuxuser,#cyber [29] #cyber,#webdeveloper Top Word Pairs in Tweet in G5:
[103] gt,#cissp [103] #cissp,#security [103] #security,#ceh [82] #ceh,#hacking [63] #hacking,#cybersecurity [53] #cybersecurity,#infosec [47] cissp,exam [38] #infosec,#pune [32] #pune,#bengaluru [31] exam,gt Top Word Pairs in Tweet in G6:
[29] για,να [26] μαθητές,μέσα [26] μέσα,στο [26] στο,κρύο [26] κρύο,πηγαίνουν [26] πηγαίνουν,σε [26] σε,καφενείο [26] καφενείο,του [26] του,χωριού [26] χωριού,που Top Word Pairs in Tweet in G7:
[41] digital,health [41] health,world [41] world,congress [41] book,#iot [41] #iot,#ai [32] congress,2020 [32] 2020,online [32] online,nov [32] nov,26 [32] 26,27 Top Word Pairs in Tweet in G8:
[18] alexis_fuente,#cisco [17] #congresoautelsi2020,alexis_fuente [11] curso,gratis [11] zero,trust [10] #cisco,organizaciones [10] organizaciones,hacia [10] hacia,nueva [10] nueva,estrategia [10] estrategia,seguridad [10] seguridad,zero Top Word Pairs in Tweet in G9:
[16] #cyla,#cisco [13] vote,suhani [13] #cisco,#gcprize [12] youth,leadership [12] leadership,award [9] better,world [9] 50,000 [9] please,vote [9] suhani,jalota [9] cisco,youth Top Word Pairs in Tweet in G10:
[15] cisco,sicherheitsupdates [15] sicherheitsupdates,webex [15] webex,meetings [15] meetings,teilnehmern [15] teilnehmern,unbemerkt [15] unbemerkt,belauschbar [15] belauschbar,#cisco [15] #cisco,#patches [14] heisec,cisco [13] software,hersteller Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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: