The graph represents a network of 2,648 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, 12 December 2019 at 14:05 UTC.
The requested start date was Thursday, 12 December 2019 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, 23-hour, 57-minute period from Thursday, 28 November 2019 at 01:02 UTC to Thursday, 12 December 2019 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 : 2648
Unique Edges : 2983
Edges With Duplicates : 3452
Total Edges : 6435
Number of Edge Types : 3
Tweet : 2681
Mentions : 3651
Replies to : 103
Self-Loops : 2681
Reciprocated Vertex Pair Ratio : 0.0236075248985614
Reciprocated Edge Ratio : 0.0461261261261261
Connected Components : 793
Single-Vertex Connected Components : 574
Maximum Vertices in a Connected Component : 1170
Maximum Edges in a Connected Component : 3352
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.45729
Graph Density : 0.000395905071807907
Modularity : 0.452851
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,648 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, 12 December 2019 at 14:05 UTC.
The requested start date was Thursday, 12 December 2019 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, 23-hour, 57-minute period from Thursday, 28 November 2019 at 01:02 UTC to Thursday, 12 December 2019 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:
[266] ù,ø [255] ãƒ,ム[251] ø,ù [218] ø,ø [183] ù,ù [172] bridge,operator [170] operator,console [143] bridge,cloud [143] cloud,suite [143] unified,communications Top Word Pairs in Tweet in G1:
[80] bridge,operator [79] operator,console [78] ãƒ,ム[68] bridge,cloud [68] cloud,suite [66] unified,communications [62] #skype4b,#cisco [60] #microsoftteams,#skype4b [56] cisco,unified [55] communications,#microsoftteams Top Word Pairs in Tweet in G2:
[94] gt,#cissp [87] #ceh,#hacking [86] #cissp,#security [86] #security,#ceh [56] #hacking,#cybersecurity [48] ø,ø [45] cissp,exam [33] heute,arneschoenbohm [33] arneschoenbohm,bsi_bund [33] bsi_bund,gemeinsam Top Word Pairs in Tweet in G3:
[102] #gns3,#cisco [83] #ccna,#cisco [57] #motivationquotes,#dailymotivation [57] #dailymotivation,#ccna [57] #cisco,#inspirationalquote [46] davidbombal,#motivationquotes [37] #cisco,gns3 [33] #ccnp,#gns3 [32] #ccna,#gns3 [31] #ccna,#ccnp Top Word Pairs in Tweet in G4:
[31] #cisco,#ccna [30] coming,soon [29] more,details [27] details,coming [27] soon,follow [24] #labeveryday,#cisco [20] 200,301 [20] boson,exsim [18] follow,learningatcisco [18] netsim,ccna Top Word Pairs in Tweet in G5:
[9] _roger_s_,loki_1399 [9] loki_1399,twitmo_inmate [9] twitmo_inmate,raeanon [9] raeanon,jleetxgirl [9] jleetxgirl,donnie_maga [9] donnie_maga,zrealloki [9] zrealloki,hb04920973 [9] hb04920973,meemzertrudy [8] #cisco,partnered [7] #ramtha,#cisco Top Word Pairs in Tweet in G6:
[13] conversations,today [13] today,big [13] big,discounts [13] discounts,#cisco [13] #cisco,multiplatform [13] multiplatform,phones [13] phones,3rd [13] 3rd,party [13] party,call [12] help,customers Top Word Pairs in Tweet in G7:
[32] japan,advent [28] advent,calendar [25] #cisco,japan [25] calendar,12 [23] #devnetexpress,#cisco [18] #cisco,#devnet [16] twtko,#cisco [10] devnet,nodexl [10] nodexl,ciscodevnet [10] ciscodevnet,horizenglobal Top Word Pairs in Tweet in G8:
[78] #amazon,#cisco [68] soon,mentioned [68] mentioned,#huawei [68] #huawei,cctv [68] cctv,equipped [68] equipped,#facialrecognition [68] #facialrecognition,technology [68] technology,reminded [68] reminded,#amazon [67] smaurizi,soon Top Word Pairs in Tweet in G9:
[9] setting,managing [9] managing,containers [9] containers,easy [9] easy,especially [9] especially,prem [9] prem,cloud [9] cloud,development [9] development,teams [8] data,center [8] teams,wait Top Word Pairs in Tweet in G10:
[12] hot,cisco [12] cisco,2020 [12] #cisco,#sdwan [12] use,#cisco [12] #cisco,#contactcenter [12] #contactcenter,products [12] products,webtextdotcom [12] webtextdotcom,bring [12] bring,additional [12] additional,channels Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: