The graph represents a network of 1,828 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, 13 January 2022 at 12:59 UTC.
The requested start date was Thursday, 13 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, 14-minute period from Thursday, 30 December 2021 at 01:02 UTC to Thursday, 13 January 2022 at 00:17 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 : 1828
Unique Edges : 906
Edges With Duplicates : 5367
Total Edges : 6273
Number of Edge Types : 5
Tweet : 1819
Retweet : 1915
MentionsInRetweet : 2230
Mentions : 288
Replies to : 21
Self-Loops : 1826
Reciprocated Vertex Pair Ratio : 0.0107893242475866
Reciprocated Edge Ratio : 0.0213483146067416
Connected Components : 529
Single-Vertex Connected Components : 417
Maximum Vertices in a Connected Component : 907
Maximum Edges in a Connected Component : 4130
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.195518
Graph Density : 0.000532973067493553
Modularity : 0.291356
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,828 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, 13 January 2022 at 12:59 UTC.
The requested start date was Thursday, 13 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, 14-minute period from Thursday, 30 December 2021 at 01:02 UTC to Thursday, 13 January 2022 at 00:17 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:
[526] #infosec,#cybersecurity [486] #cybersecurity,#pentesting [483] #pentesting,#oscp [378] #informationsecurity,#hacking [377] #oscp,#informationsecurity [377] #hacking,#cissp [377] #cissp,#redteam [325] osi,layers [325] layers,attacks [325] attacks,#infosec Top Word Pairs in Tweet in G1:
[62] contact,karel [62] karel,thetrevigroup [58] less,half [58] half,people [58] people,speak [58] speak,video [58] video,meetings [58] meetings,according [58] according,cisco [58] cisco,zoom Top Word Pairs in Tweet in G2:
[284] #infosec,#cybersecurity [284] #cybersecurity,#pentesting [284] #pentesting,#oscp [260] #oscp,#informationsecurity [260] #informationsecurity,#hacking [260] #hacking,#cissp [260] #cissp,#redteam [242] osi,layers [242] layers,attacks [242] attacks,#infosec Top Word Pairs in Tweet in G3:
[184] #infosec,#cybersecurity [148] #cybersecurity,#pentesting [145] #pentesting,#oscp [117] #cissp,#security [104] gt,#cissp [99] security,professionals [99] professionals,responsibilities [99] responsibilities,cheatsheet [99] credit,rafeeq_rehman [90] #security,#ceh Top Word Pairs in Tweet in G4:
[181] pass,cisco [181] cisco,ccna [181] ccna,david [165] davidbombal,pass [142] david,#ccna [96] #ccna,#cisco [54] #ccna,#ccnp [48] #ccna,#comptia [48] #comptia,#cisco [40] #cisco,#devnet Top Word Pairs in Tweet in G5:
[181] bridge,operator [181] operator,console [140] unified,communications [131] #microsoftteams,#skype4b [126] #skype4b,#cisco [125] cloud,suite [123] bridge,cloud [120] communications,#microsoftteams [115] #microsoftteams,#cisco [111] office,communications Top Word Pairs in Tweet in G6:
[33] #infosec,#cybersecurity [30] #cybersecurity,#pentesting [30] #pentesting,#oscp [21] #oscp,#informationsecurity [21] #informationsecurity,#hacking [21] #hacking,#cissp [21] #cissp,#redteam [17] #cissp,#security [16] hackinarticles,osi [16] osi,layers Top Word Pairs in Tweet in G7:
[70] まだ心斎橋パルコにciscoがある頃,ほんと狭くて足元や棚下のストックの所から漁るのがほんと楽しみで [70] ほんと狭くて足元や棚下のストックの所から漁るのがほんと楽しみで,梅田東通りにあったlpコーナーには [70] 梅田東通りにあったlpコーナーには,数少ないhiphopには良盤が沢山あって [70] 数少ないhiphopには良盤が沢山あって,お爺さん店員の知識は脱帽 [69] mighty_record,まだ心斎橋パルコにciscoがある頃 [69] お爺さん店員の知識は脱帽,東通りには数軒レコ屋があったがほん Top Word Pairs in Tweet in G8:
[10] #cisco,#ciscocxdigital [10] ciscocx,ciscogateway [8] #ciscocxdigital,#ciscocxchannel [8] #ciscocxchannel,ciscocx [6] celebrating,cisco [6] cisco,gateway [6] gateway,female [6] female,advocates [6] advocates,today [6] today,kudos Top Word Pairs in Tweet in G9:
[137] digital,health [137] health,world [137] world,congress [137] congress,2022 [137] 2022,london [137] london,17 [137] 17,18 [137] 18,book [137] book,#iot [137] #iot,#ai Top Word Pairs in Tweet in G10:
[25] #fmarinos,#cisco [24] 2021シーズンベストマッチの発表です,惜しくも引き分けましたが熱戦でしたね [24] 惜しくも引き分けましたが熱戦でしたね,cisco_japan [24] cisco_japan,は2022シーズンも [24] は2022シーズンも,prompt_fmarinos [24] prompt_fmarinos,を応援します [24] を応援します,#fmarinos [23] cisco_japan,2021シーズンベストマッチの発表です [8] presented,cisco_japan [8] cisco_japan,皆さんが選んだ2021シーズンのベストマッチは Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: