The graph represents a network of 1,806 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 August 2021 at 12:01 UTC.
The requested start date was Thursday, 12 August 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, 48-minute period from Thursday, 29 July 2021 at 00:11 UTC to Thursday, 12 August 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 : 1806
Unique Edges : 1275
Edges With Duplicates : 5571
Total Edges : 6846
Number of Edge Types : 5
Mentions : 681
Retweet : 1695
MentionsInRetweet : 1994
Tweet : 2433
Replies to : 43
Self-Loops : 2473
Reciprocated Vertex Pair Ratio : 0.0238942552109812
Reciprocated Edge Ratio : 0.0466732869910626
Connected Components : 536
Single-Vertex Connected Components : 395
Maximum Vertices in a Connected Component : 934
Maximum Edges in a Connected Component : 4986
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.888123
Graph Density : 0.000617823628839541
Modularity : 0.298006
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,806 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 August 2021 at 12:01 UTC.
The requested start date was Thursday, 12 August 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, 48-minute period from Thursday, 29 July 2021 at 00:11 UTC to Thursday, 12 August 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:
[304] #itad,#servers [304] #servers,#cisco [304] #cisco,#dell [304] #dell,#ibm [303] #ibm,#hp [302] iotcybersec24,#cisco [277] #supermicro,#networking [276] wanted,used [276] used,equipment [276] equipment,servers Top Word Pairs in Tweet in G1:
[102] #cisco,#shikaku [101] ãƒ,ム[88] #ccna,#ccna対策 [88] #ccna対策,#エンジニア [88] #エンジニア,#cisco [55] #shikaku,#cisco [47] itスクールsakのネットワーク講師による,対策問題 [47] 対策問題,解答解説 [47] 解答解説,#ccna [47] #cisco,解答 Top Word Pairs in Tweet in G2:
[80] youtube,video [76] aws,certified [70] #azure,#cloudcomputing [68] #aws,#azure [68] #cisco,networking [67] #cloudcomputing,#windows [67] #windows,server [67] server,#cisco [67] networking,#data [67] #data,science Top Word Pairs in Tweet in G3:
[39] iotcybersec24,#cisco [17] gbe,ports [17] cisco,meraki [13] gigabit,ethernet [13] ethernet,gbe [11] vpn,router [11] cisco,business [10] access,point [10] #cisco,#business [9] limited,lifetime Top Word Pairs in Tweet in G4:
[304] #itad,#servers [304] #servers,#cisco [304] #cisco,#dell [304] #dell,#ibm [303] #ibm,#hp [277] #supermicro,#networking [276] wanted,used [276] used,equipment [276] equipment,servers [276] servers,cisco Top Word Pairs in Tweet in G5:
[81] exams,earn [28] #cisco,certified [27] earn,#ccnp [27] #ccnp,exams [27] earn,#cisco [27] certified,devnet [27] devnet,professional [27] professional,exams [27] earn,both [24] learningatcisco,exams Top Word Pairs in Tweet in G6:
[47] iotcybersec24,#cisco [20] #cisco,#cybersecurity [17] small,business [16] gbe,ports [15] #securityaffairs,#hacking [15] gigabit,ethernet [15] ethernet,gbe [14] cisco,business [14] cisco,meraki [13] 99,cisco Top Word Pairs in Tweet in G7:
[38] article,powering [38] powering,#inclusive [38] #inclusive,#future [38] #future,thank [38] thank,bbntimes_en [38] bbntimes_en,spirosmargaris [37] sallyeaves,article [37] spirosmargaris,xbon [7] #cisco,#dayforme [7] frankatsoudas,lizcentoni Top Word Pairs in Tweet in G8:
[52] ciscocx,ciscogateway [51] #cx,#ciscocxdigital [50] #ciscocxdigital,#ciscocxchannel [50] #ciscocxchannel,ciscocx [44] #cisco,#cx [41] set,install [41] install,use [41] use,securex [41] ciscogateway,ciscosecure [40] highly,recommend Top Word Pairs in Tweet in G9:
[46] airtel,partners [46] partners,#googlecloud [46] #googlecloud,#cisco [46] #cisco,launch [46] launch,airtel [46] airtel,office [46] office,internet [46] internet,accelerate [46] accelerate,digital [46] digital,transformation Top Word Pairs in Tweet in G10:
[3] #telephony,requirements [3] requirements,changing [3] changing,calling [3] calling,services [3] services,themselves [3] themselves,pedholm [3] pedholm,takes [3] takes,deep [3] deep,dive [3] dive,one Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: