The graph represents a network of 1,612 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, 06 January 2022 at 12:57 UTC.
The requested start date was Thursday, 06 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, 22-hour, 46-minute period from Thursday, 23 December 2021 at 02:00 UTC to Thursday, 06 January 2022 at 00:47 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 : 1612
Unique Edges : 766
Edges With Duplicates : 4887
Total Edges : 5653
Number of Edge Types : 5
Retweet : 1733
MentionsInRetweet : 2052
Tweet : 1657
Mentions : 200
Replies to : 11
Self-Loops : 1664
Reciprocated Vertex Pair Ratio : 0.00872817955112219
Reciprocated Edge Ratio : 0.0173053152039555
Connected Components : 418
Single-Vertex Connected Components : 316
Maximum Vertices in a Connected Component : 804
Maximum Edges in a Connected Component : 3119
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.604622
Graph Density : 0.000623042882909526
Modularity : 0.289265
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,612 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, 06 January 2022 at 12:57 UTC.
The requested start date was Thursday, 06 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, 22-hour, 46-minute period from Thursday, 23 December 2021 at 02:00 UTC to Thursday, 06 January 2022 at 00:47 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:
[547] #infosec,#cybersecurity [516] #cybersecurity,#pentesting [514] #pentesting,#oscp [327] #informationsecurity,#hacking [326] #oscp,#informationsecurity [326] #hacking,#cissp [326] #cissp,#redteam [295] #cisco,#dell [294] osi,layers [294] layers,attacks Top Word Pairs in Tweet in G1:
[69] contact,karel [69] karel,thetrevigroup [65] half,people [65] people,speak [64] less,half [64] speak,video [64] video,meetings [64] meetings,according [64] according,cisco [64] cisco,zoom Top Word Pairs in Tweet in G2:
[331] #infosec,#cybersecurity [331] #cybersecurity,#pentesting [331] #pentesting,#oscp [253] #oscp,#informationsecurity [253] #informationsecurity,#hacking [253] #hacking,#cissp [253] #cissp,#redteam [237] osi,layers [237] layers,attacks [237] attacks,#infosec Top Word Pairs in Tweet in G3:
[170] #infosec,#cybersecurity [149] #cissp,#security [143] #cybersecurity,#pentesting [141] #pentesting,#oscp [139] gt,#cissp [121] #security,#ceh [99] cheatsheet,credit [88] security,professionals [88] professionals,responsibilities [88] responsibilities,cheatsheet Top Word Pairs in Tweet in G4:
[117] pass,cisco [117] cisco,ccna [117] ccna,david [108] davidbombal,pass [88] david,#ccna [82] #ccna,#cisco [48] youtube,video [38] #365daysofccnp,day [37] #ccna,#ccnp [33] christmas,time Top Word Pairs in Tweet in G5:
[95] presented,cisco_japan [94] cisco_japan,皆さんが選んだ2021シーズンのベストマッチは [94] 皆さんが選んだ2021シーズンのベストマッチは,j1リーグ第38節 [94] j1リーグ第38節,川崎フロンターレ戦 [94] 川崎フロンターレ戦,でした [93] prompt_fmarinos,presented [93] でした,賞品の当選は発送をもって代えさせてい [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 Top Word Pairs in Tweet in G6:
[36] #infosec,#cybersecurity [33] #cybersecurity,#pentesting [33] #pentesting,#oscp [24] cheatsheet,credit [23] gt,#cissp [23] #cissp,#security [22] dna,center [18] #security,#ceh [16] credit,#infosec [13] hackinarticles,common Top Word Pairs in Tweet in G7:
[68] 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 [68] 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 [68] 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 [68] 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 [67] mighty_record,まだ心斎橋パルコにciscoがある頃 [67] 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:
[18] dataintech,day3 [18] day3,still [18] still,working [18] working,subqueries [18] subqueries,#sql [18] #sql,finished [18] finished,3th [18] 3th,chapter [18] chapter,#cybersecurity [18] #cybersecurity,course Top Word Pairs in Tweet in G9:
[14] device,management [12] fantastic,episode [12] episode,#theroutetonetworking [12] #theroutetonetworking,#podcast [12] #podcast,special [12] special,guest [12] guest,john_capobianco [12] john_capobianco,listen [11] hamilton_barnes,fantastic [7] listen,platf Top Word Pairs in Tweet in G10:
[33] official,track [33] track,release [27] aiman,cisco [27] cisco,memori [27] memori,official [15] days,left [15] 2022,10pm [15] experience,#memori [15] #memori,aiman [15] release,available Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
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: