The graph represents a network of 3,019 Twitter users whose tweets in the requested range contained "TopCyberNews", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 November 2020 at 16:13 UTC.
The requested start date was Monday, 16 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 40-day, 8-hour, 23-minute period from Sunday, 04 October 2020 at 23:46 UTC to Saturday, 14 November 2020 at 08:10 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 : 3019
Unique Edges : 10281
Edges With Duplicates : 58393
Total Edges : 68674
Number of Edge Types : 5
Retweet : 6194
MentionsInRetweet : 25801
Mentions : 35398
Tweet : 366
Replies to : 915
Self-Loops : 672
Reciprocated Vertex Pair Ratio : 0.0960288381987945
Reciprocated Edge Ratio : 0.175230495497924
Connected Components : 62
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 2958
Maximum Edges in a Connected Component : 68672
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.143568
Graph Density : 0.00203559475651337
Modularity : 0.181714
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,019 Twitter users whose tweets in the requested range contained "TopCyberNews", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 November 2020 at 16:13 UTC.
The requested start date was Monday, 16 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 40-day, 8-hour, 23-minute period from Sunday, 04 October 2020 at 23:46 UTC to Saturday, 14 November 2020 at 08:10 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 : TopCyberNews
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:
[826] tom__coleman,tripletsfan19 [756] tripletsfan19,babygo2014 [645] velvetskye,porcellisuzanne [614] lisatruthjohns,tom__coleman [571] porcellisuzanne,lisatruthjohns [537] babygo2014,blue_angel0126 [468] mirtaimperatori,velvetskye [277] mspadine,mmuller2019 [269] mmuller2019,thshaher [256] ramikantari,mirtaimperatori Top Word Pairs in Tweet in G1:
[158] #ai,#artificialintelligence [135] #ai,#aiio [135] #aiio,#bigdata [135] #bigdata,#ml [134] #ml,#nlu [104] #nlu,#futureofwork [94] artificial,intelligence [85] #fintech,fabriziobustama [78] #bigdata,#datascience [76] role,#bigdata Top Word Pairs in Tweet in G2:
[159] dinisguarda,cyrilcoste [155] gt,gt [152] gerhard_kress,rklaffus [140] cyrilcoste,yvesmulkers [133] start,over [126] tamaramccleary,topcybernews [117] siemens,#smartcitychat [116] join,siemens [115] topcybernews,mirko_ross [110] akwyz,dinisguarda Top Word Pairs in Tweet in G3:
[826] tom__coleman,tripletsfan19 [756] tripletsfan19,babygo2014 [645] velvetskye,porcellisuzanne [614] lisatruthjohns,tom__coleman [571] porcellisuzanne,lisatruthjohns [537] babygo2014,blue_angel0126 [468] mirtaimperatori,velvetskye [277] mspadine,mmuller2019 [269] mmuller2019,thshaher [256] ramikantari,mirtaimperatori Top Word Pairs in Tweet in G4:
[47] bostondynamics,cnet [43] #tech,#technology [43] #robot,designed [43] designed,warehouse [43] warehouse,tasks [43] tasks,manual [43] manual,labor [43] labor,bostondynamics [43] cnet,#mi [43] #mi,#ai Top Word Pairs in Tweet in G5:
[26] #ai,#cybersecurity [14] digital,transformation [11] sdgs4good,lovegoldenheart [11] lovegoldenheart,bi_forensic_cpa [11] bi_forensic_cpa,nevillegaunt [11] nevillegaunt,schmarzo [11] neurozoinnovat1,lorimoreno [10] cybersecurity,#ai [10] machine,learning [9] hackers,use Top Word Pairs in Tweet in G6:
[47] health,care [25] believe,women [25] women,drive [25] drive,lead [25] lead,way [25] way,equitable [25] equitable,worldwide [25] worldwide,health [25] care,system [23] system,envisage Top Word Pairs in Tweet in G7:
[2] ipfconline1,definitive [2] definitive,answer [2] answer,best [2] best,time [2] time,social [2] social,media [2] media,' [2] ',istrategylabs [2] istrategylabs,#smm [2] #smm,#digitalmarketing Top Word Pairs in Tweet in G8:
[5] tech,innovators [5] innovators,continue [5] continue,find [5] find,ways [5] ways,disrupting [5] disrupting,old [5] old,models [5] models,coruzant [5] coruzant,technologies [5] ronald_vanloon,topcybernews Top Word Pairs in Tweet in G9:
[3] notre,principauté [2] gvtmonaco,extendedmonaco [2] extendedmonaco,#extendedmonaco [2] #extendedmonaco,#monaco [2] #monaco,#digitalidentity [2] #digitalidentity,#digitalid [2] #digitalid,#digitalidentitytrust [2] #digitalidentitytrust,#cybersecurity [2] #extendedmonaco,#monacocloud [2] #monacocloud,#cloud Top Word Pairs in Tweet in G10:
[12] capitol,technology [11] technology,university [8] learn,more [4] #becybersmart,#cybersecurity [4] #cybersecurity,#cybersecurityawarenessmonth [3] critical,infrastructure [3] diane,janosek [3] cybersecurity,expert [3] capitol,tech's [3] series,impact Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: