The graph represents a network of 3,340 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, 21 September 2020 at 14:47 UTC.
The requested start date was Monday, 21 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 36-day, 15-hour, 10-minute period from Saturday, 15 August 2020 at 08:49 UTC to Monday, 21 September 2020 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 : 3340
Unique Edges : 12476
Edges With Duplicates : 40477
Total Edges : 52953
Number of Edge Types : 5
MentionsInRetweet : 22069
Retweet : 6350
Mentions : 23601
Replies to : 641
Tweet : 292
Self-Loops : 426
Reciprocated Vertex Pair Ratio : 0.0713064206871534
Reciprocated Edge Ratio : 0.133120495332076
Connected Components : 35
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 3305
Maximum Edges in a Connected Component : 52944
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.126607
Graph Density : 0.00185370498894395
Modularity : 0.24056
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,340 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, 21 September 2020 at 14:47 UTC.
The requested start date was Monday, 21 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 36-day, 15-hour, 10-minute period from Saturday, 15 August 2020 at 08:49 UTC to Monday, 21 September 2020 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 : 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:
[303] beatricelacy,mirtaimperatori [294] blue_angel0126,cftc10 [271] cftc10,kevinto95845970 [268] kevinto95845970,babygo2014 [267] #ai,#artificialintelligence [261] #bigdata,#ml [258] #ai,#aiio [242] #aiio,#bigdata [239] #ml,#nlu [234] redsand2,beatricelacy Top Word Pairs in Tweet in G1:
[129] artificial,intelligence [122] chboursin,nevillegaunt [76] #ai,#aiio [72] #aiio,#bigdata [72] #bigdata,#ml [71] #ml,#nlu [67] #tech,#technology [63] #nlu,#futureofwork [62] andi_staub,#ai [60] jolaburnett,topcybernews Top Word Pairs in Tweet in G2:
[181] #ai,#artificialintelligence [175] #bigdata,#ml [167] #ai,#aiio [156] #aiio,#bigdata [154] #ml,#nlu [131] #nlu,#futureofwork [123] #fintech,fabriziobustama [116] andi_staub,#ai [112] #ai,#machinelearning [94] jblefevre60,spirosmargaris Top Word Pairs in Tweet in G3:
[141] wef,#artificialintelligence [140] #robots,overtake [140] overtake,humans [140] humans,wef [140] #artificialintelligence,#innovation [140] #innovation,#ai [140] #ai,cc [140] cc,sallyeaves [138] ronald_vanloon,#robots [138] sallyeaves,spirosmarg Top Word Pairs in Tweet in G4:
[47] tantriclens,cellrepair777 [44] cellrepair777,erikbryn [44] mvollmer1,rwang0 [44] futuristic,#waste [44] #waste,collection [44] collection,system [44] system,#recycling [44] #recycling,ty [44] ty,intengineering [44] intengineering,enricomolinari Top Word Pairs in Tweet in G5:
[296] beatricelacy,mirtaimperatori [288] blue_angel0126,cftc10 [266] cftc10,kevinto95845970 [263] kevinto95845970,babygo2014 [231] redsand2,beatricelacy [226] 0499154500q,shyoshid [220] mirtaimperatori,rosatrunk [220] rosatrunk,blue_angel0126 [214] marshacollier,chef_charmaine [179] custer85,0499154500q Top Word Pairs in Tweet in G6:
[8] learn,more [5] read,more [5] digital,transformation [4] stevewal63,taleofhumankind [4] taleofhumankind,thelandingmcuk [4] talking,trees [3] siemens,technology [3] virtual,world [3] rudolf,schipper [3] step,right Top Word Pairs in Tweet in G7:
[17] thank,heros [17] heros,digitalscoutings [17] digitalscoutings,top [17] digital,influencer [17] influencer,released [17] released,thanks [17] thanks,congratulations [13] congratulations,danielnewmanuv [11] trippbraden,dhinchcliffe [11] dhinchcliffe,mikequindazzi Top Word Pairs in Tweet in G8:
[3] deeplearn007,ipfconline1 [3] ipfconline1,#5g [3] #5g,growing [3] growing,fast [3] fast,thanks [3] thanks,#covid19 [3] #covid19,mobile [3] mobile,experts [3] experts,kenbriodagh [3] kenbriodagh,smartcityevent Top Word Pairs in Tweet in G9:
[9] capitol,technology [9] technology,university [3] online,bachelors [2] domain,ops [2] breaking,defense [2] defense,defense [2] defense,industry [2] industry,news [2] news,analysis [2] analysis,commentary Top Word Pairs in Tweet in G10:
[3] malwaretechblog,cybersecmonth [3] cybersecmonth,cyber [3] cyber,securityweek [3] securityweek,globalknowledge [3] globalknowledge,fisher85m [3] fisher85m,staysafeonline [3] staysafeonline,checkpointsw [2] hey,malwaretechblog [2] checkpointsw,evanderburg [2] evanderburg,kimzetter 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 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 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: