The graph represents a network of 1,701 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, 23 September 2021 at 12:02 UTC.
The requested start date was Thursday, 23 September 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, 50-minute period from Thursday, 09 September 2021 at 00:09 UTC to Thursday, 23 September 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 : 1701
Unique Edges : 1165
Edges With Duplicates : 5268
Total Edges : 6433
Number of Edge Types : 5
Retweet : 1537
MentionsInRetweet : 1812
Mentions : 687
Tweet : 2357
Replies to : 40
Self-Loops : 2387
Reciprocated Vertex Pair Ratio : 0.0148104265402844
Reciprocated Edge Ratio : 0.0291885580852306
Connected Components : 559
Single-Vertex Connected Components : 435
Maximum Vertices in a Connected Component : 847
Maximum Edges in a Connected Component : 4694
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.725802
Graph Density : 0.000592385102189024
Modularity : 0.28614
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,701 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, 23 September 2021 at 12:02 UTC.
The requested start date was Thursday, 23 September 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, 50-minute period from Thursday, 09 September 2021 at 00:09 UTC to Thursday, 23 September 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:
[357] iotcybersec24,#cisco [311] #servers,#cisco [310] #itad,#servers [310] #cisco,#dell [310] #dell,#ibm [310] #ibm,#hp [282] wanted,used [282] used,equipment [282] equipment,servers [282] servers,cisco Top Word Pairs in Tweet in G1:
[16] #cisco,#ccna [15] #ccna,#cisco [15] cisco,catalyst [13] learn,more [13] more,information [13] 91,9999402116 [12] sd,wan [12] #lan,#wan [11] #cisco,#networking [10] ios,xr Top Word Pairs in Tweet in G2:
[23] #cissp,#security [22] gt,#cissp [22] #security,#ceh [16] cissp,exam [12] #ceh,#cism [11] exam,gt [10] cisco,iot [10] black,belt [9] learn,more [9] #cism,#cisa Top Word Pairs in Tweet in G3:
[108] digital,health [108] health,world [108] world,congress [108] congress,2021 [108] 2021,online [108] online,nov [108] nov,25 [108] 25,26 [108] 26,book [108] book,#iot Top Word Pairs in Tweet in G4:
[248] iotcybersec24,#cisco [212] #cybersecurity,#cybersecuritytips [212] #cybersecuritytips,#cybersecuritynews [212] #cybersecuritynews,#infosec [212] #infosec,#ethicalhacking [129] #cissp,#security [124] gt,#cissp [116] #security,#ceh [77] gbe,ports [76] cissp,exam Top Word Pairs in Tweet in G5:
[149] unified,communications [131] cloud,suite [129] bridge,operator [129] bridge,cloud [125] operator,console [120] cisco,unified [108] #microsoftteams,#cisco [102] #microsoftteams,#skype4b [101] #skype4b,#cisco [96] communications,#microsoftteams Top Word Pairs in Tweet in G6:
[67] #cisco,case [63] reflecting,#dghconference [63] #dghconference,disturbing [63] disturbing,moments [63] moments,same [63] same,speaker [63] speaker,cemis_unigoe [63] cemis_unigoe,made [62] suhagashukla,reflecting [62] made,re Top Word Pairs in Tweet in G7:
[10] cisco,security [10] security,advisories [10] advisories,alerts [10] 09,2021 [10] 2021,showing [10] showing,20 [8] #cisco,#security [8] 20,4282 [7] #security,cisco [6] alerts,15 Top Word Pairs in Tweet in G8:
[50] ciscocx,ciscogateway [44] #cx,#ciscocxdigital [44] ciscogateway,cisco_support [37] #ciscocxdigital,#ciscocxchannel [37] #ciscocxchannel,ciscocx [19] #cisco,community [19] community,members [19] members,#ciscocommunity [19] #ciscocommunity,#1millionmembers [19] #1millionmembers,#cx Top Word Pairs in Tweet in G9:
[10] #ccna,#ccnp [10] #ccnp,#ccie [8] #networking,#networks [8] cisco,aci [8] #cisco,#aci [7] #cisco,#webex [6] cisco,viptela [6] #ccie,#networking [6] #networkengineers,#networksbaseline [5] viptela,sdwan Top Word Pairs in Tweet in G10:
[14] experience,years [13] years,external [13] external,id [11] administrator,location [10] #denovojobs,#denovo [10] #denovo,vacancy [9] #softwareengineer,#training [9] #training,#code [9] #code,#softwaredevelopment [9] location,bengaluru Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: