The graph represents a network of 2,567 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 Friday, 26 April 2019 at 05:07 UTC.
The requested start date was Friday, 26 April 2019 at 00:01 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, 11-hour, 26-minute period from Friday, 12 April 2019 at 00:09 UTC to Thursday, 25 April 2019 at 11:36 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 : 2567
Unique Edges : 2763
Edges With Duplicates : 2994
Total Edges : 5757
Number of Edge Types : 3
Mentions : 3223
Tweet : 2479
Replies to : 55
Self-Loops : 2479
Reciprocated Vertex Pair Ratio : 0.0252996005326232
Reciprocated Edge Ratio : 0.0493506493506494
Connected Components : 942
Single-Vertex Connected Components : 696
Maximum Vertices in a Connected Component : 1051
Maximum Edges in a Connected Component : 3035
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.461526
Graph Density : 0.000350694907272319
Modularity : 0.446092
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[136] ccna,2018 [103] unified,communications [100] https,t [100] t,co [98] cloud,suite [96] bridge,cloud [93] check,out [90] #microsoftteams,#cisco [90] #cisco,#ccna [88] cisco,unified Top Word Pairs in Tweet in G1:
[136] ccna,2018 [78] sign,up [74] https,t [74] t,co [71] 200,125 [68] up,now [68] now,earn [68] earn,2 [68] 2,important [68] important,#cisco Top Word Pairs in Tweet in G2:
[35] cisco,#xbc [22] #xbc,#cisco [22] #industrialsoftware,#businesstechnology [22] #businesstechnology,#goldcoastbusiness [21] #schneiderelectric,#aveva [21] #iot,#industrialsoftware [20] #aveva,#iot [19] wi,fi [19] #cisco,#cybersecurity [19] #cybersecurity,#schneiderelectric Top Word Pairs in Tweet in G3:
[80] #gns3,#cisco [67] #ccna,#ccent [58] #ccent,#gns3 [42] #cisco,gns3 [39] #ccna,#cisco [38] #cisco,#ciscochampion [35] ciscochampion,gns3 [27] #ciscochampion,ciscochampion [22] #ccna,#gns3 [19] network,automation Top Word Pairs in Tweet in G4:
[81] #certification,courses [69] 35,best [69] #it,#training [69] #training,#certification [57] best,#it [54] gt,#cissp [53] #ai,#analytics [52] #cissp,#security [52] #security,#ceh [52] #ceh,#hacking Top Word Pairs in Tweet in G5:
[43] #thecube,#cisco [42] furrier,thecube [40] thecube,#cubeconversations [35] #cubeconversations,#thecube [29] cisco,devnet [28] mdennedy,robertwaitman [28] thecube,#cleur [25] robertwaitman,furrier [24] devnet,create [24] #cleur,#thecube Top Word Pairs in Tweet in G6:
[21] networkworld,#cisco [18] palo,alto [17] #breakingnews,#cisco [16] homeland,security [14] alto,#f5 [12] department,homeland [12] security,warning [12] warning,#vpn [12] #vpn,packages [12] packages,#cisco Top Word Pairs in Tweet in G7:
[40] patches,critical [40] asr,9000 [39] #cisco,rushed [39] rushed,out [39] out,patches [39] critical,#security [39] #security,vulnerability [39] vulnerability,asr [39] 9000,routers [39] routers,give Top Word Pairs in Tweet in G8:
[8] driving,out [8] out,complexity [8] complexity,main [8] main,goal [8] goal,living [8] living,rapidly [8] rapidly,changing [8] changing,networking [8] networking,environment [8] environment,being Top Word Pairs in Tweet in G9:
[29] #spoto,#ccie [29] #it,#tech [28] #stable,#valid [27] give,m [27] m,ping [25] april,2019 [23] ping,#spoto [21] #dump,#test [21] #test,#it [20] #lab,#stable Top Word Pairs in Tweet in G10:
[9] sd,wan [7] #network,#engineers [5] customer,experience [5] siamo,pronti [5] pronti,per [5] per,l [5] l,era [5] era,digitale [5] digitale,#cisco [5] #cisco,sd Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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