The graph represents a network of 2,425 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, 29 October 2020 at 12:02 UTC.
The requested start date was Thursday, 29 October 2020 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, 19-hour, 32-minute period from Thursday, 15 October 2020 at 00:01 UTC to Wednesday, 28 October 2020 at 19:33 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 : 2425
Unique Edges : 1677
Edges With Duplicates : 6887
Total Edges : 8564
Number of Edge Types : 5
MentionsInRetweet : 2644
Tweet : 2315
Retweet : 2116
Mentions : 1439
Replies to : 50
Self-Loops : 2344
Reciprocated Vertex Pair Ratio : 0.0222395630120952
Reciprocated Edge Ratio : 0.0435114503816794
Connected Components : 691
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 1281
Maximum Edges in a Connected Component : 6399
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.941061
Graph Density : 0.00044571467456024
Modularity : 0.314404
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,425 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, 29 October 2020 at 12:02 UTC.
The requested start date was Thursday, 29 October 2020 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, 19-hour, 32-minute period from Thursday, 15 October 2020 at 00:01 UTC to Wednesday, 28 October 2020 at 19:33 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:
[426] #glowupcareers,#cisco [419] #cisco,#ciscowebex [202] #bridgingcareers,#glowupcareers [191] #cisco,#ccna [175] gt,#cissp [175] #cissp,#security [175] #security,#ceh [159] bridge,operator [155] operator,console [153] #ccna,#ccnp Top Word Pairs in Tweet in G1:
[54] #shikaku,#cisco [54] #cisco,解答 [54] 解答,co [51] co,szfkgauemj [30] です,#shikaku [25] #cisco,#ccna [19] sd,wan [18] security,#cisco [18] chance,win [16] win,#ccnp Top Word Pairs in Tweet in G2:
[58] #ctelecoms,#networking [52] gt,#cissp [52] #cissp,#security [52] #security,#ceh [46] #ceh,#hacking [45] #networking,#infrastructure [39] #infrastructure,#firewall [35] #ngfw,#cisco [33] occasione,mese [33] mese,sicurezza Top Word Pairs in Tweet in G3:
[56] #cisco,#ccna [33] #ccna,#ccnp [25] #ccna,#cisco [21] #gns3,#cisco [20] study,resources [19] dedmanrollet,folks [18] blog,share [18] updated,logo [18] folks,ccna [18] ccna,student Top Word Pairs in Tweet in G4:
[109] gt,#cissp [109] #cissp,#security [109] #security,#ceh [88] #ceh,#hacking [56] cissp,exam [55] #hacking,#cybersecurity [44] #cybersecurity,#infosec [39] exam,gt [32] cracked,cissp [27] #firewall,#cisco Top Word Pairs in Tweet in G5:
[89] #motivationquotes,#dailymotivation [89] #dailymotivation,#ccna [78] #ccna,#inspirationalquote [78] #gns3,#cisco [75] #ccna,#ccnp [58] #inspirationalquote,#cisco [47] #cisco,#ccna [46] #cisco,#ccnp [44] davidbombal,#ccna [43] #ccna,#cisco Top Word Pairs in Tweet in G6:
[92] #iot,#ai [91] digital,health [91] health,world [91] world,congress [91] congress,2020 [91] 2020,online [91] online,nov [91] nov,26 [91] 26,27 [91] 27,book Top Word Pairs in Tweet in G7:
[25] #azure,#cisco [24] cisco,ccna [24] build,multicloud [24] multicloud,environment [24] environment,cisco [24] cisco,aws [24] aws,azure [24] azure,#cloud [24] #cloud,#aws [24] #aws,#azure Top Word Pairs in Tweet in G8:
[426] #glowupcareers,#cisco [416] #cisco,#ciscowebex [202] #bridgingcareers,#glowupcareers [52] #mentalhealth,#growingthrough [51] #bridgingcareers,#mentalhealth [51] #bridgingcareers,#resilience [51] #resilience,#glowupcareers [50] #growingthrough,#glowupcareers [45] #ciscowebex,#careerchange [45] #careerchange,#transferrableskills Top Word Pairs in Tweet in G9:
[15] family,core [15] core,branch [11] blog,#infrastructureascode [11] #infrastructureascode,#ansible [11] #ansible,part [11] part,infraascode [11] infraascode,exciting [11] exciting,build [11] build,declarative [11] cisco,family Top Word Pairs in Tweet in G10:
[2] federalistno78,lavenderlives [2] lavenderlives,we_have_risen [2] we_have_risen,adrienne711 [2] adrienne711,shorty56167141 [2] shorty56167141,peaceanonredux [2] peaceanonredux,madaddictsport [2] ச,த [2] த,ய [2] ய,ஒட [2] ஒட,க Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
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: