The graph represents a network of 1,581 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, 16 September 2021 at 12:03 UTC.
The requested start date was Thursday, 16 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, 22-hour, 57-minute period from Thursday, 02 September 2021 at 01:00 UTC to Wednesday, 15 September 2021 at 23:57 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 : 1581
Unique Edges : 1001
Edges With Duplicates : 5306
Total Edges : 6307
Number of Edge Types : 5
Retweet : 1534
MentionsInRetweet : 1755
Tweet : 2413
Mentions : 569
Replies to : 36
Self-Loops : 2442
Reciprocated Vertex Pair Ratio : 0.0146496815286624
Reciprocated Edge Ratio : 0.0288763339610797
Connected Components : 507
Single-Vertex Connected Components : 375
Maximum Vertices in a Connected Component : 714
Maximum Edges in a Connected Component : 4259
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.98941
Graph Density : 0.000637715273941345
Modularity : 0.275764
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,581 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, 16 September 2021 at 12:03 UTC.
The requested start date was Thursday, 16 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, 22-hour, 57-minute period from Thursday, 02 September 2021 at 01:00 UTC to Wednesday, 15 September 2021 at 23:57 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:
[304] #servers,#cisco [304] #cisco,#dell [303] #itad,#servers [303] #dell,#ibm [300] #ibm,#hp [281] iotcybersec24,#cisco [276] wanted,used [276] used,equipment [276] equipment,servers [276] servers,cisco Top Word Pairs in Tweet in G1:
[19] ios,xr [16] more,information [16] xr,software [15] #cisco,#cybersecurity [15] #cisco,#ccna [13] learn,more [13] click,link [12] #cisco,released [11] cisco,catalyst [11] released,security Top Word Pairs in Tweet in G2:
[11] cisco,iot [10] #cisco,#webex [10] #networking,#networks [9] #ccna,#ccnp [8] ciscoiot,discover [8] #ccnp,#ccie [8] ciscosecure,ciscocollab [7] cisco,viptela [7] telecom,drive [7] cisco,ciscosecure Top Word Pairs in Tweet in G3:
[180] gt,#cissp [180] #cissp,#security [164] #security,#ceh [109] cissp,exam [106] iotcybersec24,#cisco [92] #ceh,#cism [83] exam,gt [81] #cism,#cisa [59] #cybersecurity,#infosec [52] #ceh,#hacking Top Word Pairs in Tweet in G4:
[24] #certification,courses [24] gt,#itcertification [21] 35,best [21] best,#it [21] #it,#training [21] #training,#certification [21] courses,#ai [21] #ai,#analytics [21] #analytics,#iot [21] #iot,#bi Top Word Pairs in Tweet in G5:
[177] #cybersecurity,#cybersecuritytips [177] #cybersecuritytips,#cybersecuritynews [177] #cybersecuritynews,#infosec [177] #infosec,#ethicalhacking [175] iotcybersec24,#cisco [170] ãƒ,ム[143] bridge,cloud [143] cloud,suite [142] unified,communications [130] bridge,operator Top Word Pairs in Tweet in G6:
[62] #cisco,case [60] reflecting,#dghconference [60] #dghconference,disturbing [60] disturbing,moments [60] moments,same [60] same,speaker [60] speaker,cemis_unigoe [60] cemis_unigoe,made [59] suhagashukla,reflecting [59] made,re Top Word Pairs in Tweet in G7:
[18] exams,earn [13] cisco,learning [13] learning,network [11] back,learning [11] use,code [11] code,backtolearn [11] backtolearn,during [11] during,checkout [11] save,45 [11] 45,books Top Word Pairs in Tweet in G8:
[42] #cisco,released [42] released,patch [42] patch,critical [42] critical,#vulnerability [42] #vulnerability,enterprise [42] enterprise,nfvis [42] nfvis,software [42] software,exploited [39] thehackersnews,#cisco [13] angreifer,cisco Top Word Pairs in Tweet in G9:
[117] digital,health [117] health,world [117] world,congress [117] congress,2021 [117] 2021,online [117] book,#iot [117] #iot,#ai [82] online,nov [82] nov,25 [82] 25,26 Top Word Pairs in Tweet in G10:
[33] ciscocx,ciscogateway [31] ciscogateway,cisco_support [28] #cx,#ciscocxdigital [22] #ciscocxdigital,#ciscocxchannel [22] #ciscocxchannel,ciscocx [15] enhanced,features [15] features,#cisco [15] #cisco,secure [15] secure,firewall [15] firewall,release Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: