The graph represents a network of 4,523 Twitter users whose recent tweets contained "#CiscoLive", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 23 June 2020 at 19:04 UTC.
The tweets in the network were tweeted over the 7-day, 2-hour, 7-minute period from Tuesday, 16 June 2020 at 16:32 UTC to Tuesday, 23 June 2020 at 18:40 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 : 4523
Unique Edges : 11611
Edges With Duplicates : 17049
Total Edges : 28660
Number of Edge Types : 5
MentionsInRetweet : 6501
Mentions : 6713
Retweet : 5702
Replies to : 4574
Tweet : 5170
Self-Loops : 5183
Reciprocated Vertex Pair Ratio : 0.069740500463392
Reciprocated Edge Ratio : 0.13038769763916
Connected Components : 512
Single-Vertex Connected Components : 484
Maximum Vertices in a Connected Component : 3958
Maximum Edges in a Connected Component : 27988
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.915179
Graph Density : 0.000677210968402395
Modularity : 0.306601
NodeXL Version : 1.0.1.435
Data Import : The graph represents a network of 4,523 Twitter users whose recent tweets contained "#CiscoLive", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 23 June 2020 at 19:04 UTC.
The tweets in the network were tweeted over the 7-day, 2-hour, 7-minute period from Tuesday, 16 June 2020 at 16:32 UTC to Tuesday, 23 June 2020 at 18:40 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 : TwitterSearch
Graph Term : #CiscoLive
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:
[637] june,18 [528] ciscolive,#ciscolive [515] ccnp,ccie [515] ccie,security [500] june,16 [495] #ciscolive,june [494] 16,17 [481] 17,#devnetday [481] #devnetday,june [457] #ciscolive,jc Top Word Pairs in Tweet in G1:
[180] inclusive,future [161] #ciscolive,cisco [153] ciscolive,#ciscolive [153] next,normal [125] during,#ciscolive [116] #ciscolive,ciscolive [109] ceo,chuckrobbins [105] day,#ciscolive [104] today,#ciscolive [102] #ciscolive,session Top Word Pairs in Tweet in G2:
[470] ccnp,ccie [469] ccie,security [428] #ciscolive,jc [390] #ciscolive,ms [374] #ciscolive,tr [362] #ciscolive,sr [244] #ciscolive,sj [239] cert,guide [236] ciscolive,giving [236] friday,#ciscolive Top Word Pairs in Tweet in G3:
[141] ciscolive,#ciscolive [118] #tfdx,#ciscolive [106] #ciscolive,#ciscochampion [100] #ciscolive,ciscolive [97] #ciscolive,#devnet [90] cisco,live [90] day,#ciscolive [88] possibilities,channel [85] 50,cisco [81] channel,#ciscolive Top Word Pairs in Tweet in G4:
[594] june,18 [455] #ciscolive,june [453] june,16 [453] 16,17 [453] 17,#devnetday [453] #devnetday,june [354] job,roles [353] roles,opportunities [352] team,skills [352] skills,future Top Word Pairs in Tweet in G5:
[230] ambitious,#ciscolive [230] #ciscolive,session [228] unapologetically,ambitious [226] dlbpos,15 [222] session,dlbpos [26] #cdwciscolive,#cdwsocial [25] #ciscolive,2020 [22] cisco,live [19] bring,session [15] #ciscolive,bring Top Word Pairs in Tweet in G6:
[122] ciscolive,#ciscolive [121] #ciscolive,#ciscopartner [77] #ciscolive,cisco [76] #ciscopartner,#ciscolive [74] learn,more [70] more,#ciscopartner [70] davidbombal,mikeschiemer [60] mikeschiemer,jackphan [60] jackphan,bernardmarr [60] shanthiiyer01,learn Top Word Pairs in Tweet in G7:
[47] ciscogateway,#ciscolive [30] cisco,live [23] #ciscolive,ciscogateway [16] ciscolive,#ciscolive [12] #ciscolive,digital [11] #ciscogateway,#lifeonwebex [11] #lifeonwebex,#ciscolive [11] learn,more [10] day,#ciscolive [8] live,digital Top Word Pairs in Tweet in G8:
[31] innovadores_inn,larazon_es [18] nuestros,competidores [18] competidores,sirven [18] negocios,necesitas [18] necesitas,seguridad [17] miss,registering [17] registering,webinar [17] webinar,dodgers [17] dodgers,expert [17] expert,re Top Word Pairs in Tweet in G9:
[7] haven't,gotten [7] gotten,fill [7] fill,awesome [7] awesome,events [7] events,#ciscolive [7] #ciscolive,week [7] week,good [7] good,news [7] news,another [7] another,great Top Word Pairs in Tweet in G10:
[10] cisco,securex [8] tools,features [8] features,unveiled [6] unveiled,#ciscolive [5] hot,ciscosecurity [5] ciscosecurity,tools [5] #ciscolive,ft [5] ft,jeffreed415 [5] jeffreed415,bcagnazz [5] bcagnazz,presidio Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: