StephaneNappo, Twitter, 12/6/2021 6:22:16 PM, 267766


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StephaneNappo_2021-12-06_10-00-36.xlsx
StephaneNappo_2021-12-06_10-00-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2021
Short Description:
StephaneNappo via NodeXL https://bit.ly/302WE8C
@stephanenappo
@ipfconline1
@ronald_vanloon
@sarbjeetjohal
@topcybernews
@junjudapi
@digitalfawad
@yuhelenyu
@avrohomg
@unfoldlabs

Top hashtags:
#cybersecurity
#ai
#ciso
#cio
#cloud
#infosec
#machinelearning

Description:
Description
The graph represents a network of 1,146 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, 06 December 2021 at 18:12 UTC.

The requested start date was Monday, 06 December 2021 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 93-day, 20-hour, 24-minute period from Wednesday, 01 September 2021 at 15:51 UTC to Saturday, 04 December 2021 at 12:15 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


Overall Graph Metrics
Vertices : 1146
Unique Edges : 2799
Edges With Duplicates : 19348
Total Edges : 22147
Number of Edge Types : 5
MentionsInRetweet : 10822
Retweet : 3732
Mentions : 7381
Replies to : 111
Tweet : 101
Self-Loops : 149
Reciprocated Vertex Pair Ratio : 0.040587219343696
Reciprocated Edge Ratio : 0.0780082987551867
Connected Components : 15
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 1129
Maximum Edges in a Connected Component : 22133
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.875822
Graph Density : 0.00367330452609037
Modularity : 0.150124
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,146 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, 06 December 2021 at 18:12 UTC.

The requested start date was Monday, 06 December 2021 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 93-day, 20-hour, 24-minute period from Wednesday, 01 September 2021 at 15:51 UTC to Saturday, 04 December 2021 at 12:15 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[484] US
[248] All
[242] Things
[242] Cloud&utm_term=Infoworld
[242] Editorial
[122] https://artificialintelligence.oodles.io/blogs/machine-learning-models-on-kubernetes/
[114] https://www.youtube.com/watch?v=YMir8sRWRos&feature=youtu.be

[97] https://securityboulevard.com/2021/08/ai-fueled-deep-fakes-signal-new-era-of-cybercrime/
[88] https://techxplore.com/news/2021-09-imaginary-ai-real-threats.html
[77] to

Top URLs in Tweet in G1:
[92] https://www.youtube.com/watch?v=YMir8sRWRos&feature=youtu.be

[80] https://techxplore.com/news/2021-09-imaginary-ai-real-threats.html
[78] https://artificialintelligence.oodles.io/blogs/machine-learning-models-on-kubernetes/
[61] https://securityboulevard.com/2021/08/ai-fueled-deep-fakes-signal-new-era-of-cybercrime/
[37] https://www.forbes.com/sites/forbestechcouncil/2021/09/24/quantum-security-in-a-nutshell/
[34] https://www.zdnet.com/video/cdc-hacktivism-and-the-origins-of-cybersecurity/
[33] https://www.forbes.com/sites/louiscolumbus/2021/02/19/securing-machine-identities-needs-to-be-a-top-cybersecurity-goal-in-2021/
[30] https://medium.com/@cogitotech/what-is-the-right-data-annotation-process-for-training-the-machine-learning-algorithms-79a2ccd295c9
[29] https://www.zdnet.com/article/two-thirds-of-cloud-attacks-could-be-stopped-by-checking-configurations-research-finds/
[28] https://www.zdnet.com/article/companies-are-tired-of-spending-money-on-cybersecurity-heres-how-to-change-their-minds/

Top URLs in Tweet in G2:
[70] US
[36] All
[35] Things
[35] Cloud&utm_term=Infoworld
[35] Editorial
[19] https://softclouds.com/crm-trends.html
[14] https://www.forbes.com/sites/louiscolumbus/2021/02/19/securing-machine-identities-needs-to-be-a-top-cybersecurity-goal-in-2021/
[14] https://artificialintelligence.oodles.io/blogs/machine-learning-models-on-kubernetes/
[12] https://securityboulevard.com/2021/08/ai-fueled-deep-fakes-signal-new-era-of-cybercrime/
[12] https://healthitanalytics.com/news/exploring-artificial-intelligence-in-healthcare-around-the-globe

Top URLs in Tweet in G3:
[20] https://securityboulevard.com/2021/08/ai-fueled-deep-fakes-signal-new-era-of-cybercrime/
[13] https://technative.io/iot-evolution-disruptive-trends/
[9] https://twitter.com/i/web/status/1130050527620939776
[7] https://artificialintelligence.oodles.io/blogs/machine-learning-models-on-kubernetes/
[6] https://medium.com/m/global-identity?redirectUrl=https://towardsdatascience.com/top-9-data-science-projects-for-a-beginner-in-2020-26eb7d42b116
[5] https://medium.com/@medilives/invitation-for-medilives-app-launch-event-in-london-fcd7f25ce683
[5] https://azure.microsoft.com/en-us/blog/simply-unmatched-truly-limitless-announcing-azure-synapse-analytics/
[5] https://rsci.app.link/lCQcPAvol0?_p=c11437dc9a047af1e11890f4
[5] https://medium.com/@ODSC/transforming-skewed-data-for-machine-learning-90e6cc364b0
[5] https://enviroklenzairpurifiers.com/enviroklenz-mobile-air-system-promotion/?ap_id=SOSSTSE

Top URLs in Tweet in G4:
[398] US
[204] All
[199] Things
[199] Cloud&utm_term=Infoworld
[199] Editorial
[65] to
[52] cloud
[39] a
[32] the
[31] Cloud

Top URLs in Tweet in G5:
[2] https://visit.nordvpn.com/?offer_id=15&aff_id=8742&aff_transaction_id=1029d9cf8b11226adbf9863225fc1c&source=&aff_sub=¶ms[ho_asub1]=&url={url}

Top URLs in Tweet in G6:
[1] https://twitter.com/StephaneNappo/status/1459423541456252931

Top URLs in Tweet in G7:
[1] https://twitter.com/StephaneNappo/status/1434510162421747713
[1] https://twitter.com/stephanenappo/status/1456974847158804482

Top URLs in Tweet in G9:
[1] https://www.ledauphine.com/faits-divers-justice/2021/11/25/une-cyberattaque-en-cours-a-la-mairie-d-annecy
[1] https://twitter.com/StephaneNappo/status/1459423541456252931

Top URLs in Tweet in G10:
[1] https://techxplore.com/news/2021-09-imaginary-ai-real-threats.html

Top Domains
Top Domains in Tweet in Entire Graph:
[337] zdnet.com
[269] infoworld.com
[220] medium.com
[177] forbes.com
[170] oodles.io
[125] youtube.com
[110] securityboulevard.com
[106] techxplore.com
[37] technative.io
[36] techtarget.com

Top Domains in Tweet in G1:
[125] zdnet.com
[115] oodles.io
[96] techxplore.com
[94] youtube.com
[75] forbes.com
[72] securityboulevard.com
[59] medium.com
[29] neurosciencenews.com
[24] techtarget.com
[11] datasciencecentral.com

Top Domains in Tweet in G2:
[55] zdnet.com
[42] medium.com
[38] forbes.com
[38] infoworld.com
[23] softclouds.com
[19] oodles.io
[15] healthitanalytics.com
[13] securityboulevard.com
[12] linkedin.com
[11] youtube.com

Top Domains in Tweet in G3:
[29] medium.com
[20] securityboulevard.com
[17] technative.io
[9] twitter.com
[8] app.link
[8] youtube.com
[8] oodles.io
[5] microsoft.com
[5] enviroklenzairpurifiers.com
[5] interestingengineering.com

Top Domains in Tweet in G4:
[223] infoworld.com
[156] zdnet.com
[83] medium.com
[60] forbes.com
[28] oodles.io
[25] towardsdatascience.com
[24] reuters.com
[19] enterprisersproject.com
[18] cio.com
[17] datamation.com

Top Domains in Tweet in G5:
[2] nordvpn.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G9:
[1] ledauphine.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] techxplore.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1284] cybersecurity
[1061] ai
[1024] ciso
[669] cio
[656] cloud
[625] infosec
[490] machinelearning
[291] digitaltransformation
[270] quantumcomputing
[252] cyberawareness



Top Hashtags in Tweet in G1:
[530] cybersecurity
[446] ai
[305] ciso
[277] machinelearning
[229] infosec
[110] quantumcomputing
[99] bigdata
[98] devops
[92] deepfakes
[76] cyberawareness

Top Hashtags in Tweet in G2:
[551] cybersecurity
[485] ciso
[341] infosec
[193] ai
[150] cyberawareness
[109] cio
[104] cloud
[103] quantumcomputing
[99] technology
[98] security

Top Hashtags in Tweet in G3:
[135] ai
[110] iot
[93] machinelearning
[80] digitaltransformation
[75] augmentedreality
[75] ar
[73] vr
[73] mixedreality
[71] virtualreality
[71] mr

Top Hashtags in Tweet in G4:
[543] cio
[516] cloud
[286] ai
[174] ciso
[147] digitaltransformation
[106] cybersecurity
[98] emergingtech
[69] tech
[61] ml
[52] quantumcomputing

Top Hashtags in Tweet in G5:
[23] cybersecurity
[4] cyberdefence
[3] ciso
[2] cybersecurityquotes
[2] stephanenappo
[2] nordvpn
[2] thinkatibm
[2] berlin
[2] ibm
[2] ibmsecurity

Top Hashtags in Tweet in G6:
[1] ff
[1] ouch
[1] supplychain
[1] cyberattack
[1] cybersecurity
[1] ciso
[1] infosec
[1] google
[1] hackers
[1] windows

Top Hashtags in Tweet in G8:
[5] supplychain

Top Hashtags in Tweet in G9:
[8] cyberattaque
[2] cybersecurity
[2] ciso
[1] cyberawareness
[1] databreache
[1] databreach
[1] infosec
[1] emotet
[1] malware

Top Hashtags in Tweet in G10:
[5] incidentresponse
[5] detect
[5] protect
[1] cybersecurity

Top Words
Top Words in Tweet in Entire Graph:
[1681] stephanenappo
[1607] imoyse
[1535] sarbjeetjohal
[1490] avrohomg
[1409] digitalfawad
[1284] #cybersecurity
[1039] #ai
[1024] #ciso
[872] drjdrooghaag
[849] ipfconline1

Top Words in Tweet in G1:
[582] ipfconline1
[530] #cybersecurity
[429] #ai
[401] stephanenappo
[305] #ciso
[277] #machinelearning
[229] #infosec
[191] cc
[189] quantum
[163] 2021

Top Words in Tweet in G2:
[812] stephanenappo
[551] #cybersecurity
[485] #ciso
[341] #infosec
[270] digitalfawad
[257] imoyse
[250] sarbjeetjohal
[241] avrohomg
[189] #ai
[154] ipfconline1

Top Words in Tweet in G3:
[174] ronald_vanloon
[139] stephanenappo
[134] #ai
[110] #iot
[93] #machinelearning
[80] #digitaltransformation
[79] #ar
[76] yuhelenyu
[75] #augmentedreality
[73] #vr

Top Words in Tweet in G4:
[1286] imoyse
[1222] sarbjeetjohal
[1186] avrohomg
[1071] digitalfawad
[712] drjdrooghaag
[543] #cio
[516] #cloud
[405] sallyeaves
[331] fklivestolearn
[304] stephanenappo

Top Words in Tweet in G5:
[23] stephane
[23] nappo
[23] #cybersecurity
[21] iotcybersec24
[20] reputation
[20] ruin
[19] takes
[19] 20
[19] years
[19] build

Top Words in Tweet in G6:
[4] stephanenappo
[2] bon
[2] fredgouth
[2] virtualegis
[2] yassirkazar
[2] ericfreyss
[2] fabianrodes
[2] clusiraqui
[2] gquene
[2] cybercercle

Top Words in Tweet in G7:
[2] see
[2] gt

Top Words in Tweet in G8:
[5] company
[5] weakest
[5] link
[5] #supplychain
[5] ve
[5] built
[5] solution
[5] provide
[5] continuous
[5] time

Top Words in Tweet in G9:
[8] #cyberattaque
[8] sont
[7] cyber_etc
[7] france
[7] cours
[7] mairie
[7] annecy
[7] haute
[7] savoie
[7] services

Top Words in Tweet in G10:
[5] #incidentresponse
[5] front
[5] burners
[5] nearly
[5] organization
[5] many
[5] spend
[5] #detect
[5] #protect
[4] mclynd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1488] imoyse,avrohomg
[1472] sarbjeetjohal,imoyse
[863] avrohomg,drjdrooghaag
[542] #cio,sarbjeetjohal
[456] drjdrooghaag,sallyeaves
[350] sallyeaves,fklivestolearn
[317] stephanenappo,#cybersecurity
[315] fklivestolearn,junjudapi
[310] #infosec,#ciso
[291] fogle_shane,afigueiredo

Top Word Pairs in Tweet in G1:
[115] #infosec,#ciso
[98] ai_oodles,#ai
[96] scientists,use
[96] use,reinforcement
[96] reinforcement,learning
[96] learning,train
[96] train,quantum
[96] quantum,algorithm
[92] spot,#deepfakes
[92] #deepfakes,2021

Top Word Pairs in Tweet in G2:
[241] imoyse,avrohomg
[236] sarbjeetjohal,imoyse
[231] stephanenappo,#cybersecurity
[167] #infosec,#ciso
[127] #cybersecurity,#infosec
[120] avrohomg,drjdrooghaag
[113] #cybersecurity,#cyberawareness
[98] #cybersecurity,#ciso
[91] #cio,sarbjeetjohal
[73] stephanenappo,#cybersecurityawarenessmonth

Top Word Pairs in Tweet in G3:
[71] #augmentedreality,powered
[71] powered,glasses
[71] glasses,yuhelenyu
[71] #virtualreality,#vr
[71] #vr,#ar
[71] #ar,#digitaltransformation
[71] #digitaltransformation,#mr
[71] #mr,#mixedreality
[70] yuhelenyu,#virtualreality
[69] ronald_vanloon,#augmentedreality

Top Word Pairs in Tweet in G4:
[1184] imoyse,avrohomg
[1177] sarbjeetjohal,imoyse
[705] avrohomg,drjdrooghaag
[440] #cio,sarbjeetjohal
[402] drjdrooghaag,sallyeaves
[320] sallyeaves,fklivestolearn
[291] fklivestolearn,junjudapi
[285] fogle_shane,afigueiredo
[261] archonsec,fogle_shane
[253] junjudapi,archonsec

Top Word Pairs in Tweet in G5:
[23] stephane,nappo
[19] takes,20
[19] 20,years
[19] years,build
[19] build,reputation
[19] reputation,few
[19] few,minutes
[19] minutes,cyberincident
[19] cyberincident,ruin
[19] ruin,stephane

Top Word Pairs in Tweet in G6:
[2] fredgouth,virtualegis
[2] virtualegis,yassirkazar
[2] yassirkazar,ericfreyss
[2] ericfreyss,fabianrodes
[2] fabianrodes,clusiraqui
[2] clusiraqui,gquene
[2] gquene,cybercercle
[2] cybercercle,stephanenappo
[2] stephanenappo,damien_bancal

Top Word Pairs in Tweet in G8:
[5] company,weakest
[5] weakest,link
[5] link,#supplychain
[5] #supplychain,ve
[5] ve,built
[5] built,solution
[5] solution,provide
[5] provide,continuous
[5] continuous,time
[5] time,visibility

Top Word Pairs in Tweet in G9:
[7] france,#cyberattaque
[7] #cyberattaque,cours
[7] cours,mairie
[7] mairie,annecy
[7] annecy,haute
[7] haute,savoie
[7] savoie,services
[7] services,informatiques
[7] informatiques,sont
[7] sont,arrêt

Top Word Pairs in Tweet in G10:
[5] #incidentresponse,front
[5] front,burners
[5] burners,nearly
[5] nearly,organization
[5] organization,many
[5] many,spend
[5] spend,#detect
[5] #detect,#protect
[4] mclynd,#incidentresponse

Top Replied-To
Top Replied-To in Entire Graph:
@digitalfawad
@stephanenappo
@ronald_vanloon
@ipfconline1
@pierrepinna
@fayejeff
@unfoldlabs
@lassetphilippe
@cwuillamieobe
@alban_s

Top Replied-To in G1:
@pierrepinna
@stephanenappo
@ipfconline1
@lassetphilippe
@fayejeff
@offsectraining
@_garethwilliams
@khulood_almani
@alban_s
@christinesoto12

Top Replied-To in G2:
@stephanenappo
@unfoldlabs
@ipfconline1
@cwuillamieobe
@asokan_telecom
@this0499154500
@corix_jc
@thomas_harrer

Top Replied-To in G3:
@ronald_vanloon
@digitalfawad

Top Replied-To in G4:
@digitalfawad
@ctoadvisor
@marinegofficial
@fogle_shane
@sarbjeetjohal

Top Replied-To in G6:
@fayejeff

Top Replied-To in G9:
@cyber_etc

Top Mentioned
Top Mentioned in Entire Graph:
@stephanenappo
@imoyse
@sarbjeetjohal
@avrohomg
@digitalfawad
@drjdrooghaag
@ipfconline1
@sallyeaves
@fklivestolearn
@junjudapi

Top Mentioned in G1:
@ipfconline1
@stephanenappo
@ai_oodles
@zdnet
@whats_ai
@techxplore_com
@securityblvd
@dukeu
@andi_staub
@topcybernews

Top Mentioned in G2:
@stephanenappo
@digitalfawad
@imoyse
@sarbjeetjohal
@avrohomg
@ipfconline1
@drjdrooghaag
@topcybernews
@ronald_vanloon
@asokan_telecom

Top Mentioned in G3:
@ronald_vanloon
@stephanenappo
@yuhelenyu
@ipfconline1
@medium
@sarbjeetjohal
@imoyse
@avrohomg
@simonlporter
@digitalfawad

Top Mentioned in G4:
@imoyse
@sarbjeetjohal
@avrohomg
@digitalfawad
@drjdrooghaag
@sallyeaves
@fklivestolearn
@stephanenappo
@fogle_shane
@afigueiredo

Top Mentioned in G5:
@iotcybersec24
@offsectraining
@stepha
@stephanenappo
@topcybernews
@ibm

Top Mentioned in G6:
@stephanenappo
@fredgouth
@virtualegis
@yassirkazar
@ericfreyss
@fabianrodes
@clusiraqui
@gquene
@cybercercle
@damien_bancal

Top Mentioned in G8:
@bittrapsec
@wendynather
@drdavidawheeler
@edna_conway
@stephanenappo
@avifreedman
@csoandy
@adamely
@shirastweet

Top Mentioned in G9:
@cyber_etc
@stephanenappo
@valerymarchive
@gregoirebarbey
@cyberterritoir1
@ledl737401
@ttcnotices

Top Mentioned in G10:
@mclynd
@archonsec
@stephanenappo
@topcybernews
@psb_dc
@ipfconline1
@techxplore_com
@dukeu

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@mistersalesman
@piyuanker12
@xaelbot
@codedailybot
@thedeveloperbot
@evankirstel
@cybersecurityn8

Top Tweeters in G1:
@chidambara09
@piyuanker12
@xaelbot
@codedailybot
@thedeveloperbot
@coder_487
@jfsebastian146
@fantasticradioo
@ronaldclarke
@csa_dvillamizar

Top Tweeters in G2:
@cybersec_feeds
@evankirstel
@artificialbra1n
@timesofindia
@evanderburg
@sdreyse
@ilovebooks786
@wsj
@slackhq
@stanleyepstein

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@viralvideovlogs
@fabriciosx
@calcaware
@micheleangelo13
@nelliejs501
@godfrey_g_
@bot_innovation
@simonlporter

Top Tweeters in G4:
@morolswediu
@coderretweet
@ml_tweet_bot
@fintechna
@100daysof2020
@serverlessfan
@asemota
@thomaspower
@drferdowsi
@ernieschell

Top Tweeters in G5:
@iotcybersec24
@adrianvelascos
@cleanse29
@herrynapit
@joseluckyman
@ideaconnect2
@ellyspacesongs
@ibm
@mituhage_kmd
@baidoo_nana

Top Tweeters in G6:
@nono2357
@fredgouth
@fayejeff
@gbillois
@virtualegis
@ericfreyss
@fabianrodes
@damien_bancal
@yassirkazar
@clusiraqui

Top Tweeters in G7:
@dra
@cristinellalala
@a
@ha
@sallya
@bjarkealling
@spia
@tera
@junjuda
@laa

Top Tweeters in G8:
@csoandy
@wendynather
@avifreedman
@adamely
@mtravizano
@andresrieznik
@edna_conway
@guidosztudent
@drdavidawheeler
@bittrapsec

Top Tweeters in G9:
@julienbinet
@ledl737401
@valerymarchive
@haboubianis
@bsmt_nevers
@granchacrafree
@gregoirebarbey
@cyberterritoir1
@cyber_etc
@delepine_kevin

Top Tweeters in G10:
@mclynd
@epicrelevance
@crimson_crypto
@relevancemethod
@cybervizer


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