The graph represents a network of 2,108 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, 26 May 2022 at 11:50 UTC.
The requested start date was Thursday, 26 May 2022 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, 48-minute period from Thursday, 12 May 2022 at 00:11 UTC to Thursday, 26 May 2022 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 : 2108
Unique Edges : 1112
Edges With Duplicates : 4719
Total Edges : 5831
Number of Edge Types : 5
Tweet : 2183
Retweet : 1350
MentionsInRetweet : 1503
Mentions : 749
Replies to : 46
Self-Loops : 2210
Reciprocated Vertex Pair Ratio : 0.0141592920353982
Reciprocated Edge Ratio : 0.0279232111692845
Connected Components : 751
Single-Vertex Connected Components : 569
Maximum Vertices in a Connected Component : 816
Maximum Edges in a Connected Component : 2864
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.756634
Graph Density : 0.000387026528540899
Modularity : 0.33639
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,108 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, 26 May 2022 at 11:50 UTC.
The requested start date was Thursday, 26 May 2022 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, 48-minute period from Thursday, 12 May 2022 at 00:11 UTC to Thursday, 26 May 2022 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:
[296] #cisco,#dell [293] #itad,#servers [293] #ibm,#hp [292] #servers,#cisco [292] #dell,#ibm [289] 200,301 [286] ccna,200 [278] wanted,used [278] used,servers [275] #cybersecurity,giveaway Top Word Pairs in Tweet in G1:
[133] sd,wan [64] cisco,vanalytics [63] improve,user [63] user,experience [63] importance,sd [63] wan,sd [63] wan,analytics [63] analytics,solutions [63] help,improve [63] vanalytics,#cisco Top Word Pairs in Tweet in G2:
[132] youtube,video [127] free,ccna [127] ccna,200 [127] 200,301 [127] 301,course [127] course,complete [127] complete,course [127] course,today [127] today,change [127] change,life Top Word Pairs in Tweet in G3:
[268] #cybersecurity,giveaway [268] june,30 [263] learningatcisco's,#cybersecurity [256] 30,2022 [253] entered,learningatcisco's [253] giveaway,share [253] share,enter [253] enter,june [236] 2022,chance [236] chance,win Top Word Pairs in Tweet in G4:
[135] ccna,200 [135] 200,301 [133] لشهادة,ccna [132] كورسات,باللغة [132] باللغة,العربية [132] العربية,لشهادة [132] 301,ومجانا [132] ومجانا,كورس [132] كورس,شرح [132] شرح,المهندس Top Word Pairs in Tweet in G5:
[22] #ccna,#ccnp [19] thank,cisco [18] cisco,package [18] package,#ccie [18] #ccie,#cisco [17] markovlajic87,thank [12] #cisco,#ccna [9] #cisco,#ospf [9] #ospf,#ccna [9] #ccnatraining,#ccnacourse Top Word Pairs in Tweet in G6:
[70] ios,xr [63] #cisco,releases [63] releases,security [63] security,patches [63] patches,#vulnerability [63] #vulnerability,ios [63] xr,#software [62] #software,exploited [62] exploited,world [49] thehackersnews,#cisco Top Word Pairs in Tweet in G7:
[44] learning,deep [44] deep,neural [44] neural,networks [44] networks,#100daysofcodechallenge [44] #100daysofcodechallenge,#100daysofweb3 [44] #100daysofweb3,#100daysofcode [44] #100daysofcode,#datascience [44] #datascience,#dataanalytics [33] demaitech,learning [33] #dataanalytics,#datavisual Top Word Pairs in Tweet in G8:
[7] cisco,live [5] please,retweet [4] nueva,#tecnología [4] #tecnología,#cisco [4] #cisco,#predice [4] #predice,#problemas [4] #problemas,#red [3] #edificiointeligente,#trabajo [3] #trabajo,#trabajadores [3] #trabajadores,#cisco Top Word Pairs in Tweet in G9:
[34] #cisco,#cx [21] #cx,#ciscocxdigital [21] ciscocx,ciscogateway [20] highly,recommend [20] recommend,resource [20] resource,set [20] set,install [20] install,use [20] check,#cisco [20] #ciscocxdigital,#ciscocxchannel Top Word Pairs in Tweet in G10:
[29] digital,health [29] health,world [29] world,congress [29] congress,2022 [29] 2022,london [29] london,17 [29] 17,18 [29] 18,book [29] book,#iot [29] #iot,#ai Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
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: