The graph represents a network of 3,175 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, 20 February 2020 at 14:05 UTC.
The requested start date was Thursday, 20 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 13-hour, 25-minute period from Thursday, 06 February 2020 at 11:35 UTC to Thursday, 20 February 2020 at 01:00 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 : 3175
Unique Edges : 3491
Edges With Duplicates : 3059
Total Edges : 6550
Number of Edge Types : 4
Replies to : 107
Mentions : 1356
MentionsInRetweet : 2509
Tweet : 2578
Self-Loops : 2578
Reciprocated Vertex Pair Ratio : 0.019876627827279
Reciprocated Edge Ratio : 0.0389784946236559
Connected Components : 1015
Single-Vertex Connected Components : 709
Maximum Vertices in a Connected Component : 1369
Maximum Edges in a Connected Component : 3465
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.618669
Graph Density : 0.000295312802345832
Modularity : 0.49386
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 3,175 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, 20 February 2020 at 14:05 UTC.
The requested start date was Thursday, 20 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 13-hour, 25-minute period from Thursday, 06 February 2020 at 11:35 UTC to Thursday, 20 February 2020 at 01:00 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:
[211] discovery,protocol [174] #cisco,discovery [152] unified,communications [149] bridge,operator [147] operator,console [140] #skype4b,#cisco [137] #motivationquotes,#dailymotivation [137] #microsoftteams,#skype4b [133] #dailymotivation,#ccna [127] #ccna,#inspirationalquote Top Word Pairs in Tweet in G1:
[70] bridge,operator [70] unified,communications [69] operator,console [66] #skype4b,#cisco [63] #microsoftteams,#skype4b [57] communications,#microsoftteams [55] cloud,suite [54] cisco,unified [54] bridge,cloud [53] #shikaku,#cisco Top Word Pairs in Tweet in G2:
[38] network,automation [34] pyats,genie [31] thecube,#cleur [30] #cisco,#devnet [30] #cleur,#thecube [28] #cisco,#enterprisetech [26] #thecube,#cisco [18] stu,thecube [18] ipvzero,uploaded [17] data_knox,video Top Word Pairs in Tweet in G3:
[79] gt,#cissp [79] #cissp,#security [79] #security,#ceh [79] #ceh,#hacking [64] #hacking,#cybersecurity [61] #30daysofjuniper,juniper [61] juniper,tip [48] day,#30daysofjuniper [44] discovery,protocol [40] #cybersecurity,#infosec Top Word Pairs in Tweet in G4:
[49] #breakingnews,#cisco [31] mobile,connections [31] connections,2023 [27] cisco,5g [27] 5g,power [27] power,fraction [27] fraction,mobile [23] #at,#breakingnews [23] #cisco,#cloud [22] 2023,sdxcentral Top Word Pairs in Tweet in G5:
[129] #motivationquotes,#dailymotivation [125] #dailymotivation,#ccna [121] #inspirationalquote,#cisco [120] #ccna,#inspirationalquote [58] #ccna,#devnet [58] #devnet,#gns3 [51] #gns3,#cisco [42] ciscochampion,gns3 [41] #cisco,#ciscochampion [34] #ciscochampion,ciscochampion Top Word Pairs in Tweet in G6:
[14] five,#cisco [14] #cisco,vulnerabilities [14] vulnerabilities,patched [14] patched,collectively [14] collectively,called [14] called,cdpwn [14] cdpwn,allow [14] allow,attackers [14] attackers,remotely [14] remotely,take Top Word Pairs in Tweet in G7:
[69] high,impact [64] impact,vulnerabilities [64] vulnerabilities,#cisco [64] #cisco,discovery [64] discovery,protocol [64] protocol,expose [64] expose,tens [64] tens,millions [64] millions,enterprise [64] enterprise,grade Top Word Pairs in Tweet in G8:
[37] #coronavirus,#wuhancoronavirusoutbreak [37] #coronavirusoutbreak,#starbucks [37] #starbucks,#apple [36] #wuhancoronavirusoutbreak,#coronavirusoutbreak [36] #apple,#microsoft [36] #microsoft,#amazon [35] #amazon,#tesla [35] #tesla,#dell [35] #qualcomm,#google [35] #google,#cisco Top Word Pairs in Tweet in G9:
[79] bridge,operator [78] operator,console [78] unified,communications [74] #microsoftteams,#skype4b [74] #skype4b,#cisco [64] communications,#microsoftteams [61] cloud,suite [60] bridge,cloud [57] cisco,unified [53] office,communications Top Word Pairs in Tweet in G10:
[21] five,vulnerabilities [21] vulnerabilities,#cisco [21] #cisco,discovery [21] discovery,protocol [21] protocol,make [21] make,possible [21] possible,hacker [21] hacker,take [21] take,over [21] over,desk Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: