The graph represents a network of 673 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, 12 December 2022 at 18:46 UTC.
The requested start date was Monday, 12 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 100-day, 18-hour, 2-minute period from Friday, 02 September 2022 at 04:13 UTC to Sunday, 11 December 2022 at 22:16 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 : 673
Unique Edges : 1023
Edges With Duplicates : 4463
Total Edges : 5486
Number of Edge Types : 5
MentionsInRetweet : 2631
Mentions : 1701
Retweet : 1063
Replies to : 44
Tweet : 47
Self-Loops : 140
Reciprocated Vertex Pair Ratio : 0.0414364640883978
Reciprocated Edge Ratio : 0.0795755968169761
Connected Components : 15
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 645
Maximum Edges in a Connected Component : 5456
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.984908
Graph Density : 0.00416799334889974
Modularity : 0.253425
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 673 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, 12 December 2022 at 18:46 UTC.
The requested start date was Monday, 12 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 100-day, 18-hour, 2-minute period from Friday, 02 September 2022 at 04:13 UTC to Sunday, 11 December 2022 at 22:16 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] security,bdanalyticsnews [110] intelligence,key [110] key,better [110] better,password [110] artificial,intelligence [94] devices,installed [94] connected,devices [94] base,worlwide [94] 2025,pwc Top Word Pairs in Tweet in G1:
[76] #ciso,#csuite [59] #cybersecurity,#infosec [55] #infosec,#ciso [48] 22,000 [43] #darkweb,#infosec [43] #cybersecurity,#darkweb [43] web,price [43] data,black [43] #infosec,#dataprivacy [43] index,2022 Top Word Pairs in Tweet in G2:
[87] intelligence,key [87] security,bdanalyticsnews [87] password,security [87] artificial,intelligence [87] key,better [87] better,password [64] ipfconline1,artificial [54] bdanalyticsnews,#cybersecur [52] securityblvd,#cybersecurity [48] #cybersecurity,cc Top Word Pairs in Tweet in G3:
[86] 2015,2025 [86] connected,devices [86] 2025,pwc [86] devices,installed [86] installed,base [86] iot,connected [86] base,worlwide [86] worlwide,2015 [85] #internetofthings,iot [82] ronald_vanloon,#internetofthings Top Word Pairs in Tweet in G4:
[47] larrykim,stephanenappo [43] ipfconline1,bimedotcom [43] stephanenappo,sandy_carter [43] dellavecchiated,larrykim [43] tgravel,ipfconline1 [43] sandy_carter,tgravel [43] bimedotcom,topcybernews [41] happy,#stemday [41] #stemday,dellavecchiated [39] #csuite,nodexl Top Word Pairs in Tweet in G5:
[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 G6:
[12] nutshell,konstantin [12] forbes,ht [12] vilk,co [12] ipfconline1,quantum [12] cto,qusecure [12] security,nutshell [12] qusecure,forbes [12] quantum,security [12] co,founder [12] founder,cto Top Word Pairs in Tweet in G8:
[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 G9:
[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:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: