The graph represents a network of 2,171 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, 04 March 2021 at 13:03 UTC.
The requested start date was Thursday, 04 March 2021 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, 11-hour, 13-minute period from Thursday, 18 February 2021 at 01:04 UTC to Wednesday, 03 March 2021 at 12:17 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 : 2171
Unique Edges : 1373
Edges With Duplicates : 5476
Total Edges : 6849
Number of Edge Types : 5
Tweet : 1943
Retweet : 1897
MentionsInRetweet : 2249
Replies to : 58
Mentions : 702
Self-Loops : 1989
Reciprocated Vertex Pair Ratio : 0.0112044817927171
Reciprocated Edge Ratio : 0.0221606648199446
Connected Components : 676
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 998
Maximum Edges in a Connected Component : 4573
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.914219
Graph Density : 0.000459768163071234
Modularity : 0.335263
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,171 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, 04 March 2021 at 13:03 UTC.
The requested start date was Thursday, 04 March 2021 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, 11-hour, 13-minute period from Thursday, 18 February 2021 at 01:04 UTC to Wednesday, 03 March 2021 at 12:17 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:
[219] digital,health [219] health,world [219] world,congress [219] congress,2021 [219] 2021,online [219] online,march [219] march,30 [219] 30,31 [219] 31,book [219] book,#iot Top Word Pairs in Tweet in G1:
[50] #shikaku,#cisco [50] #cisco,解答 [50] 解答,co [47] co,szfkgauemj [32] です,#shikaku [31] #cisco,#webex [30] #americafirst,work [30] #china,#bigtech [29] #bigtech,#bigpharma [28] sd,wan Top Word Pairs in Tweet in G2:
[219] digital,health [219] health,world [219] world,congress [219] congress,2021 [219] 2021,online [219] online,march [219] march,30 [219] 30,31 [219] 31,book [219] book,#iot Top Word Pairs in Tweet in G3:
[17] sd,wan [14] verizon,business [13] #research,note [13] note,alert [13] alert,verizon [13] business,strengthens [13] strengthens,sd [13] wan,proposition [13] proposition,cisco [13] cisco,alliance Top Word Pairs in Tweet in G4:
[25] hybrid_circle,#cisco [23] #ccna,#ccnp [22] #ccnp,#ccie [20] empowering,business [20] business,technology [20] technology,#wolk [20] #wolk,#cisco [20] #cisco,#purestorage [20] #purestorage,#rackspace [20] #veeam,#suse Top Word Pairs in Tweet in G5:
[22] create,#logicomecommerce [22] #logicomecommerce,account [22] account,today [22] today,take [22] take,advantage [22] advantage,vast [22] vast,array [22] array,features [22] features,save [22] save,time Top Word Pairs in Tweet in G6:
[41] critical,#security [33] #security,flaw [33] intersite,policy [33] policy,manager [33] manager,software [33] software,allow [33] allow,remote [33] remote,attacker [33] attacker,bypass [32] flaw,#cisco Top Word Pairs in Tweet in G7:
[45] #aicte,#cisco [45] #cisco,#nasscomfutureskills [45] #nasscomfutureskills,together [45] 20000,internship [38] internship,opportunities [36] aicte,internship [35] together,launching [35] launching,20000 [32] opportunities,thorugh [32] thorugh,aicte Top Word Pairs in Tweet in G8:
[9] #cisco,#comptia [8] cisco,sd [8] sd,wan [8] #ccna,#ccnp [8] tip,time [7] 48,hours [7] hours,left [7] left,cisco [7] cisco,home [7] home,lab Top Word Pairs in Tweet in G9:
[47] cisco,ccna [46] #cisco,#ccna [30] #ccna,#cisco [20] #ccna,#ccnp [12] show,ip [12] vrf,abc [11] lab,exercises [11] ccna,video [11] training,tutorial [10] #ccnp,#ccie Top Word Pairs in Tweet in G10:
[13] #cisco,#webex [9] cuin2forreal,verb [8] #microsoft,#salesforce [8] #salesforce,#cisco [7] #netsuite,#zoom [5] #webex,#netsuite [4] #webex,#gotomeeting [4] #salesforce,#microsoft [4] verbtech_co,rorycutaia [4] chuckrobbins,satyanadella Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: