The graph represents a network of 1,934 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 July 2021 at 12:04 UTC.
The requested start date was Thursday, 29 July 2021 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, 23-hour, 59-minute period from Thursday, 15 July 2021 at 00:01 UTC to Thursday, 29 July 2021 at 00:00 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 : 1934
Unique Edges : 943
Edges With Duplicates : 5485
Total Edges : 6428
Number of Edge Types : 5
Tweet : 2392
Retweet : 1699
MentionsInRetweet : 1856
Mentions : 435
Replies to : 46
Self-Loops : 2420
Reciprocated Vertex Pair Ratio : 0.00929692039511912
Reciprocated Edge Ratio : 0.0184225676453656
Connected Components : 554
Single-Vertex Connected Components : 401
Maximum Vertices in a Connected Component : 971
Maximum Edges in a Connected Component : 4164
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.527942
Graph Density : 0.00046463454366575
Modularity : 0.297378
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,934 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 July 2021 at 12:04 UTC.
The requested start date was Thursday, 29 July 2021 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, 23-hour, 59-minute period from Thursday, 15 July 2021 at 00:01 UTC to Thursday, 29 July 2021 at 00:00 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:
[315] cisco,iot [311] events,trainings [311] trainings,partner [309] ciscoiot,#partners [309] #partners,check [309] check,enablement [309] enablement,cisco [309] iot,portal [309] portal,sign [309] sign,regional Top Word Pairs in Tweet in G1:
[116] #ccna,#ccna対策 [116] #ccna対策,#エンジニア [116] #エンジニア,#cisco [116] #cisco,#shikaku [70] itスクールsakのネットワーク講師による,対策問題 [70] 対策問題,解答解説 [70] 解答解説,#ccna [58] part,itスクールsakのネットワーク講師による [56] #shikaku,#cisco [56] #cisco,解答 Top Word Pairs in Tweet in G2:
[305] cisco,iot [299] #partners,check [299] check,enablement [299] enablement,cisco [299] iot,portal [299] portal,sign [299] sign,regional [299] regional,events [299] events,trainings [299] trainings,partner Top Word Pairs in Tweet in G3:
[294] iotcybersec24,#cisco [166] #cybersecurity,#cybersecuritytips [165] #cybersecuritytips,#cybersecuritynews [165] #cybersecuritynews,#infosec [165] #infosec,#ethicalhacking [141] unified,communications [133] bridge,operator [131] operator,console [129] bridge,cloud [129] cloud,suite Top Word Pairs in Tweet in G4:
[14] cisco,meraki [12] #networking,#networks [9] cisco,#cisco [8] sd,wan [8] #cisco,#aithority [7] #ccna,#ccnp [7] #ccnp,#ccie [7] more,#cisco [6] cisco,sd [6] thank,cisco Top Word Pairs in Tweet in G5:
[16] #denovojobs,#denovo [16] #denovo,vacancy [13] experience,years [13] years,external [13] send,resume [13] resume,career [13] career,denovosoftsol [12] ssoioda,more [12] more,info [12] info,order Top Word Pairs in Tweet in G6:
[78] connection,#speechtranscription [78] #speechtranscription,#ciscovideoconferencesystem [78] #ciscovideoconferencesystem,great [78] great,demonstration [78] demonstration,ender [78] ender,turing [78] turing,asr [77] enderturing,connection [77] asr,robus Top Word Pairs in Tweet in G7:
[21] exams,earn [16] #ciscocert,digital [16] digital,library [16] library,use [16] use,code [16] code,certsummer [16] certsummer,save [16] save,50 [16] 50,ciscodevnet [16] ciscodevnet,professional Top Word Pairs in Tweet in G8:
[44] cisco,ccna [35] #cisco,#ccna [33] #ccnp,#ccie [31] #ccna,#cisco [28] giveaway,full [28] full,ccnp [28] ccnp,ccie [28] ccie,encor [28] encor,course [28] course,lots Top Word Pairs in Tweet in G9:
[22] future,development [22] development,digital [22] digital,read [22] read,learn [22] learn,more [22] more,partnership [21] undperitrea,future [21] partnership,#nationalconfederationoferitreanw Top Word Pairs in Tweet in G10:
[13] take,advantage [13] advantage,discounted [13] discounted,pricing [13] pricing,#cisco [13] #cisco,multiyear [13] multiyear,services [13] services,contracts [13] contracts,today [13] today,available [13] available,year Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: