The graph represents a network of 678 Twitter users whose tweets in the requested range contained "StephaneNappo", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 December 2022 at 18:45 UTC.
The requested start date was Monday, 19 December 2022 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 106-day, 15-hour, 50-minute period from Friday, 02 September 2022 at 04:13 UTC to Saturday, 17 December 2022 at 20:03 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 : 678
Unique Edges : 1060
Edges With Duplicates : 4807
Total Edges : 5867
Number of Edge Types : 5
MentionsInRetweet : 2901
Mentions : 1764
Retweet : 1108
Replies to : 46
Tweet : 48
Self-Loops : 155
Reciprocated Vertex Pair Ratio : 0.0424502955400322
Reciprocated Edge Ratio : 0.0814432989690722
Connected Components : 15
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 650
Maximum Edges in a Connected Component : 5837
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.954851
Graph Density : 0.00422652427201387
Modularity : 0.23566
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 678 Twitter users whose tweets in the requested range contained "StephaneNappo", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 December 2022 at 18:45 UTC.
The requested start date was Monday, 19 December 2022 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 106-day, 15-hour, 50-minute period from Friday, 02 September 2022 at 04:13 UTC to Saturday, 17 December 2022 at 20:03 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 : StephaneNappo
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:
[110] password,security [110] artificial,intelligence [110] better,password [110] intelligence,key [110] key,better [110] security,bdanalyticsnews [94] 2025,pwc [94] installed,base [94] devices,installed [94] worlwide,2015 Top Word Pairs in Tweet in G1:
[83] #ciso,#csuite [66] #cybersecurity,#infosec [54] #infosec,#ciso [50] larrykim,stephanenappo [46] sandy_carter,tgravel [46] stephanenappo,sandy_carter [46] dellavecchiated,larrykim [46] bimedotcom,topcybernews [46] tgravel,ipfconline1 [46] ipfconline1,bimedotcom Top Word Pairs in Tweet in G2:
[87] key,better [87] better,password [87] intelligence,key [87] artificial,intelligence [87] password,security [87] security,bdanalyticsnews [64] ipfconline1,artificial [54] bdanalyticsnews,#cybersecur [51] securityblvd,#cybersecurity [47] #cybersecurity,cc Top Word Pairs in Tweet in G3:
[86] base,worlwide [86] 2015,2025 [86] installed,base [86] devices,installed [86] worlwide,2015 [86] iot,connected [86] connected,devices [86] 2025,pwc [85] #internetofthings,iot [82] ronald_vanloon,#internetofthings Top Word Pairs in Tweet in G4:
[33] ºðÿ,verrouillã [33] intelligents,colorado [33] chez,particuliers [33] colorado,ºðÿ [33] raison,d'une [33] verrouillã,distance [33] #iot,22 [33] particuliers,raison [33] thermostats,intelligents [33] distance,chez Top Word Pairs in Tweet in G5:
[31] #csuite,nodexl [23] nodexl,chidambara09 [15] top,hashtags [13] stephanenappo,docassar [12] humanresource_x,stephanenappo [12] hashtags,#csuite [11] docassar,kaspersky [10] kaspersky,eli_krumova [10] docassar,#csuite [10] peoplematters2,spirosmargaris Top Word Pairs in Tweet in G6:
[28] imoyse,avrohomg [25] sarbjeetjohal,imoyse [19] avrohomg,drjdrooghaag [13] drjdrooghaag,sallyeaves [10] #cio,sarbjeetjohal [9] victoryabro,stephanenappo [9] fogle_shane,afigueiredo [9] tylercohenwood,khurramcyber [9] sallyeaves,fklivestolearn [9] khurramcyber,victoryabro Top Word Pairs in Tweet in G7:
[12] ipfconline1,quantum [12] founder,cto [12] security,nutshell [12] quantum,security [12] forbes,ht [12] nutshell,konstantin [12] vilk,co [12] konstantin,vilk [12] co,founder [12] cto,qusecure Top Word Pairs in Tweet in G9:
[4] years,build [4] cyber,incident [4] nappo,#stephanenappo [4] takes,20 [4] ruin,stephane [4] incident,ruin [4] stephane,nappo [4] build,reputation [4] reputation,few [4] 20,years Top Word Pairs in Tweet in G10:
[2] cc,stephanenappo [2] istrategylabs,#smm [2] marshacollier,flashtweet [2] nergã,tique [2] time,social [2] #smm,#digitalmarketing [2] best,time [2] jblefevre60,marshacollier [2] stephanenappo,topcybernews [2] ipfconline1,definitive Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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