The graph represents a network of 2,248 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, 13 September 2021 at 17:21 UTC.
The requested start date was Monday, 13 September 2021 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 73-day, 8-hour, 45-minute period from Thursday, 01 July 2021 at 00:59 UTC to Sunday, 12 September 2021 at 09:45 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 : 2248
Unique Edges : 6497
Edges With Duplicates : 20539
Total Edges : 27036
Number of Edge Types : 5
MentionsInRetweet : 11215
Mentions : 11628
Retweet : 3744
Tweet : 230
Replies to : 219
Self-Loops : 283
Reciprocated Vertex Pair Ratio : 0.0625617711010081
Reciprocated Edge Ratio : 0.11775648776858
Connected Components : 32
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 2217
Maximum Edges in a Connected Component : 27026
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.103264
Graph Density : 0.00212838153520629
Modularity : 0.244714
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 2,248 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, 13 September 2021 at 17:21 UTC.
The requested start date was Monday, 13 September 2021 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 73-day, 8-hour, 45-minute period from Thursday, 01 July 2021 at 00:59 UTC to Sunday, 12 September 2021 at 09:45 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:
[260] jgrobicki,ursbolt [249] #aiio,#bigdata [249] #bigdata,#ml [245] #ai,#aiio [202] #machinelearning,#ai [189] ursbolt,paula_piccard [175] paula_piccard,topcybernews [170] spirosmargaris,jimmarous [167] #ai,#digitaltransformation [161] top,10 Top Word Pairs in Tweet in G1:
[241] jgrobicki,ursbolt [206] #aiio,#bigdata [206] #bigdata,#ml [203] #ai,#aiio [170] ursbolt,paula_piccard [155] paula_piccard,topcybernews [142] spirosmargaris,jimmarous [125] topcybernews,mvollmer1 [124] topcybernews,spirosmargaris [123] #futureofwork,topcybernews Top Word Pairs in Tweet in G2:
[75] #cybersecurity,threats [61] #infographic,layers [61] layers,#cybersecurity [61] threats,#osi [61] #osi,model [61] model,ingliguori [61] ingliguori,#cyberattack [61] #cyberattack,#cybersec [50] ingliguori,#infographic [49] ralph_ohr,anjahoffmann Top Word Pairs in Tweet in G3:
[86] #vr,#ar [78] #bigdata,#digital [69] #augmentedreality,changes [69] changes,math [69] math,education [69] education,theinsaneapp [69] theinsaneapp,#digitaltransformation [69] #digitaltransformation,#innovation [69] #innovation,#mixedreality [69] #mixedreality,#iot Top Word Pairs in Tweet in G4:
[57] #ai,#digitaltransformation [47] #machinelearning,#ai [46] 10,cheatsheets [46] cheatsheets,#datascience [46] #datascience,#machinelearning [46] #digitaltransformation,#100daysofcode [46] #100daysofcode,cc [44] ipfconline1,10 [25] shirastweet,triciakickssaas [24] topcybernews,cybersecboardrm Top Word Pairs in Tweet in G5:
[45] tantriclens,cellrepair777 [44] cellrepair777,erikbryn [38] heinzvhoenen,#bci [32] #bci,#braincloudinterface [32] #braincloudinterface,#nanotechnology [32] brain,cloud [27] human,brain [25] #nanotechnology,human [25] cloud,interface [25] interface,tantriclens Top Word Pairs in Tweet in G6:
[63] annarosarossa,lisatruthjohns [60] drvishvendu,fannynonoy [58] fannynonoy,annarosarossa [54] lisatruthjohns,centerinventor1 [47] centerinventor1,lorenzorossi29 [36] annabal21262002,drvishvendu [35] enzodeluca19881,annabal21262002 [29] lorenzorossi29,isadoradem45 [28] mikimiyazaki13,beatricelacy [27] kevinto95845970,cftc10 Top Word Pairs in Tweet in G7:
[36] big,movers [27] iotchannel,big [20] #iot,#iiot [17] #iiot,#iotpl [17] iotcommunity,iotslam [16] vfiorese,vernonxt [16] vernonxt,intel_christine [16] iotslam,iotpractitioner [15] #bigmovers,#iotpremierleague [14] intel_christine,jeffkagan Top Word Pairs in Tweet in G8:
[109] itakethelead,365surmarius [109] 365surmarius,themrblueprint [109] themrblueprint,mrkmrkmoh [109] mrkmrkmoh,mariussou [109] mariussou,kiyotaka_1991 [105] grazytgrazynatt,influencerprom1 [105] influencerprom1,itakethelead [104] promoedutech,grazytgrazynatt [85] kiyotaka_1991,easy_ [19] kiyotaka_1991,easy_â Top Word Pairs in Tweet in G9:
[2] jackthelad1947,amandaray02 [2] amandaray02,vchampain [2] vchampain,kashthefuturist [2] kashthefuturist,jigarshahdc [2] jigarshahdc,ristori20 [2] ristori20,reclaimanglesea [2] reclaimanglesea,seth_leitman Top Word Pairs in Tweet in G10:
[3] ipfconline1,definitive [3] definitive,answer [3] answer,best [3] best,time [3] time,social [3] social,media [3] media,' [3] ',istrategylabs [3] istrategylabs,#smm [3] #smm,#digitalmarketing 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 Replied-To in G8:
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: