The graph represents a network of 1,845 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, 27 January 2022 at 13:00 UTC.
The requested start date was Thursday, 27 January 2022 at 01:01 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, 26-minute period from Thursday, 13 January 2022 at 01:01 UTC to Thursday, 27 January 2022 at 00:28 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 : 1845
Unique Edges : 1270
Edges With Duplicates : 5063
Total Edges : 6333
Number of Edge Types : 5
Tweet : 2082
Retweet : 1539
MentionsInRetweet : 1919
Replies to : 52
Mentions : 741
Self-Loops : 2130
Reciprocated Vertex Pair Ratio : 0.0117767537122376
Reciprocated Edge Ratio : 0.0232793522267206
Connected Components : 580
Single-Vertex Connected Components : 414
Maximum Vertices in a Connected Component : 845
Maximum Edges in a Connected Component : 4222
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.675604
Graph Density : 0.000580804072682809
Modularity : 0.326954
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,845 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, 27 January 2022 at 13:00 UTC.
The requested start date was Thursday, 27 January 2022 at 01:01 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, 26-minute period from Thursday, 13 January 2022 at 01:01 UTC to Thursday, 27 January 2022 at 00:28 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:
[299] #cisco,#dell [296] #itad,#servers [296] #servers,#cisco [296] #dell,#ibm [296] #ibm,#hp [282] wanted,used [282] used,servers [270] #supermicro,#networking [268] servers,cisco [268] cisco,laptops Top Word Pairs in Tweet in G1:
[73] bridge,operator [72] operator,console [71] cloud,suite [70] bridge,cloud [67] unified,communications [62] #microsoftteams,#skype4b [62] #skype4b,#cisco [60] cisco,unified [56] #shikaku,#cisco [56] #cisco,解答 Top Word Pairs in Tweet in G2:
[115] digital,health [115] health,world [115] world,congress [115] congress,2022 [115] 2022,london [115] london,17 [115] 17,18 [115] 18,book [115] book,#iot [115] #iot,#ai Top Word Pairs in Tweet in G3:
[131] #cissp,#security [100] #security,#ceh [95] gt,#cissp [76] #cybersecurity,#infosec [76] cissp,exam [75] #cism,#cisa [57] #cisa,#cybersecurity [54] cheatsheet,credit [54] #infosec,#cybersecurity [54] #cybersecurity,#pentesting Top Word Pairs in Tweet in G4:
[128] cisco,ccna [116] pass,cisco [116] ccna,david [116] david,#ccna [101] davidbombal,pass [70] #ccna,#comptia [70] #comptia,#cisco [47] #cisco,#ccna [40] please,retweet [33] #ccna,#cisco Top Word Pairs in Tweet in G5:
[20] #ccna,#ccnp [19] #cisco,#ciscogateway [19] #ciscogateway,#cisconetworking [19] #cisconetworking,#ciscosecure [19] #ciscosecure,#ciscosecurity [19] #ciscosecurity,#ciscocertification [16] #ciscocertification,#ciscopartners [16] #ciscopartners,#ciscocert [16] #ciscocert,#ccna [16] #ccna,#ccnacertification Top Word Pairs in Tweet in G6:
[93] ciscogateway,#ciscocxdigital [71] #ciscocxchannel,ciscocx [71] ciscocx,ciscogateway [64] happy,3rd [64] 3rd,anniversary [64] cisco,gateway's [64] gateway's,cx [64] cx,channel [64] channel,years [64] years,#cisco Top Word Pairs in Tweet in G7:
[39] patch,critical [38] #vulnerability,cve [38] cve,2022 [36] critical,#vulnerability [35] cisco,staros [34] #cisco,released [34] released,security [34] security,patch [34] 2022,20649 [34] 20649,affecting Top Word Pairs in Tweet in G8:
[30] #nodejs,#softwaredeveloper [30] #softwaredeveloper,#kubernetes [24] #work20xx,#work [20] #kubernetes,#softwaredevelopment [20] #softwaredevelopment,#agile [18] #work,#webexahead [18] #webexahead,#webex [18] #agile,#code [18] #code,#docker [18] #docker,#cisco Top Word Pairs in Tweet in G9:
[15] devices,integrations [11] meet,latest [11] latest,webex [11] webex,devices [10] next,solutions [10] solutions,lab [10] lab,webcast [10] webcast,jan [10] jan,25 [8] slidoapp,socioevents Top Word Pairs in Tweet in G10:
[30] 100k,subscriber [30] subscriber,giveaway [30] giveaway,miss [30] miss,chance [30] chance,win [30] win,great [30] great,prizes [30] prizes,bosonsoftware [30] bosonsoftware,linode [30] linode,thank 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 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: