The graph represents a network of 2,762 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, 24 June 2019 at 03:46 UTC.
The requested start date was Monday, 24 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 8-day, 16-hour, 22-minute period from Friday, 14 June 2019 at 14:08 UTC to Sunday, 23 June 2019 at 06:31 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 : 2762
Unique Edges : 10705
Edges With Duplicates : 33872
Total Edges : 44577
Number of Edge Types : 3
Mentions : 43431
Replies to : 890
Tweet : 256
Self-Loops : 256
Reciprocated Vertex Pair Ratio : 0.0568455867153586
Reciprocated Edge Ratio : 0.107575955144087
Connected Components : 8
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 2755
Maximum Edges in a Connected Component : 44557
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.124587
Graph Density : 0.00201130833128548
Modularity : 0.227412
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[666] ronald_vanloon,#ibmpartner [513] #ibmpartner,#thinkatibm [442] #vc,#fintech [442] #fintech,#banking [430] #banking,#finserv [298] cftc10,babybondgirl [293] babybondgirl,tripletsfan19 [291] #finserv,#cryptocurrency [290] edward733,shyoshid [290] tripletsfan19,carlramallo Top Word Pairs in Tweet in G1:
[425] #vc,#fintech [425] #fintech,#banking [413] #banking,#finserv [283] #finserv,#cryptocurrency [268] #cryptocurrency,#finance [223] #finance,#banks [166] #banks,#blockchain [154] #tech,#digital [154] #digital,#data [142] #blockchain,#regtech Top Word Pairs in Tweet in G2:
[77] alcgroup,imoyse [59] sarbjeetjohal,alcgroup [56] mvollmer1,drjdrooghaag [56] imoyse,musiccomposer1 [56] avrohomg,drjdrooghaag [55] shanebrighton,avrohomg [52] enricomolinari,kaigrunwitz [51] musiccomposer1,topcybernews [51] topcybernews,shanebrighton [51] drjdrooghaag,billmew Top Word Pairs in Tweet in G3:
[241] spirosmargaris,jimmarous [228] jimmarous,xbond49 [218] xbond49,ahier [201] topcybernews,psb_dc [200] excellent,read [200] #ai,trends [200] trends,2019 [198] read,#ai [197] 2019,spirosmargaris [194] deeplearn007,excellent Top Word Pairs in Tweet in G4:
[294] cftc10,babybondgirl [292] babybondgirl,tripletsfan19 [288] tripletsfan19,carlramallo [284] edward733,shyoshid [253] dunaisiaka,vinsonkikon [246] topcybernews,cynthia_lardner [245] marshacollier,er509939 [242] shyoshid,joebuchel [241] tom__coleman,felixnater [241] pant_anant,dunaisiaka Top Word Pairs in Tweet in G5:
[66] ronald_vanloon,bernardmarr [62] katharina_lamsa,#ai [51] rvp,heinzvhoenen [50] bernardmarr,rvp [49] cc,ronald_vanloon [36] heinzvhoenen,andi_staub [35] andi_staub,andy_fitze [35] andy_fitze,evankirstel [35] evankirstel,vg_fco [34] #ai,important Top Word Pairs in Tweet in G6:
[550] ronald_vanloon,#ibmpartner [417] #ibmpartner,#thinkatibm [148] #datascience,#machinelearning [141] ronald_vanloon,volkswagen [141] ronald_vanloon,#ai [137] ronald_vanloon,develop [137] develop,new [137] new,fragrances [137] fragrances,#machinelearning [137] #machinelearning,flora Top Word Pairs in Tweet in G7:
[29] #automationsummit,#iiot [26] #iiot,#digitalization [25] mirkoduesel,fogoros [21] iiot_world,makeitrightpod [21] #digitalization,iiot_world [19] chuckdbrooks,haroldsinnott [19] akwyz,topcybernews [18] fogoros,crudinschi [18] evankirstel,chuckdbrooks [18] haroldsinnott,enricomolinari Top Word Pairs in Tweet in G8:
[17] here's,device [17] device,know [17] know,#infographic [17] #infographic,#dataprotection [17] #dataprotection,#cybersecurity [17] #cybersecurity,#cybercrime [17] #cybercrime,#databreach [16] ashwinmegha,here's [16] #databreach,#priva [4] leader,distinguish Top Word Pairs in Tweet in G9:
[15] topcybernews,cefcys_officiel [15] cefcys_officiel,drjdrooghaag [15] drjdrooghaag,kaigrunwitz [15] kaigrunwitz,nevillegaunt [14] infosecsherpa,topcybernews [13] m49d4ch3lly,infosecsherpa [10] shehackspurple,m49d4ch3lly [8] #infosec,peeps [8] peeps,m [8] m,actively Top Word Pairs in Tweet in G10:
[7] ramikantari,topcybernews [7] topcybernews,insuranceinnov8 [7] insuranceinnov8,akwyz [7] akwyz,insurtechnews [7] insurtechnews,ipfconline1 [7] ipfconline1,wfsullivan3 [7] wfsullivan3,sabinevdl [7] sabinevdl,meichborn [6] stratorob,lemonade_inc [4] insuranceeleph1,ramikantari Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: