StephaneNappo, Twitter, 12/26/2022 8:13:30 PM, 287032


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StephaneNappo_2022-12-26_10-45-01.xlsx
StephaneNappo_2022-12-26_10-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2022
Short Description:
StephaneNappo via NodeXL https://bit.ly/3Gjashz
@stephanenappo
@ronald_vanloon
@ipfconline1
@fadouce
@eli_krumova
@sridharseshadri
@mvollmer1
@docassar
@bfcxguru
@softclouds

Top hashtags:
#cybersecurity
#iot
#csuite
#infosec
#ai
#ciso
#machinelearning

Description:
Description
The graph represents a network of 691 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, 26 December 2022 at 18:45 UTC.

The requested start date was Monday, 26 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 113-day, 6-hour, 1-minute period from Friday, 02 September 2022 at 04:13 UTC to Saturday, 24 December 2022 at 10:15 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 : 691
Unique Edges : 1092
Edges With Duplicates : 4923
Total Edges : 6015
Number of Edge Types : 5
Retweet : 1130
MentionsInRetweet : 2984
Mentions : 1806
Tweet : 49
Replies to : 46
Self-Loops : 163
Reciprocated Vertex Pair Ratio : 0.0424305919329492
Reciprocated Edge Ratio : 0.0814070351758794
Connected Components : 15
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 662
Maximum Edges in a Connected Component : 5982
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.962109
Graph Density : 0.0041737452547243
Modularity : 0.233507
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 691 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, 26 December 2022 at 18:45 UTC.

The requested start date was Monday, 26 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 113-day, 6-hour, 1-minute period from Friday, 02 September 2022 at 04:13 UTC to Saturday, 24 December 2022 at 10:15 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:
[148] https://bigdataanalyticsnews.com/artificial-intelligence-key-to-password-security/
[38] https://bigdataanalyticsnews.com/cyber-physical-systems/
[32] https://techxplore.com/news/2021-09-imaginary-ai-real-threats.html
[29] https://securityboulevard.com/2021/11/underinvestment-in-multi-cloud-security-a-pressing-concern/
[22] https://www.freethink.com/hard-tech/ai-cybersecurity-arms-race
[22] https://techxplore.com/news/2022-10-personal-anonymous-cell-machine.html
[22] US
[20] https://www.forbes.com/sites/forbestechcouncil/2021/09/24/quantum-security-in-a-nutshell
[20] https://securityboulevard.com/2022/01/3-common-cloud-misconfigurations-to-avoid/
[20] https://techxplore.com/news/2022-11-optical-chip-machine-hardware.html

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285306
[9] https://9to5mac.com/2022/10/21/location-data-3/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286142
[8] https://www.csoonline.com/article/3673892/top-5-attack-surface-challenges-related-to-security-operations.html
[7] https://www.digitaltrends.com/computing/hackers-sneak-malware-into-gifs/
[7] https://www.darkreading.com/vulnerabilities-threats/care-and-feeding-of-the-soc-s-most-powerful-tool-your-brain
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285824
[6] https://www.digitaltrends.com/computing/malware-in-video-games/
[6] https://thehackernews.com/2022/09/high-severity-firmware-security-flaws.html?m=1
[5] https://www.journaldugeek.com/2022/10/22/le-sabotage-de-cables-de-fibre-optique-en-france-a-perturbe-le-web-mondial/

Top URLs in Tweet in G2:
[24] https://bigdataanalyticsnews.com/artificial-intelligence-key-to-password-security/
[17] https://thefinancialbrand.com/news/banking-innovation/banking-digital-transformation-disruptive-mindset-altimeter-charlene-li-podcast-93043/?smedia-twt-jm
[12] https://twitter.com/i/web/status/1130050527620939776
[6] https://bigdataanalyticsnews.com/cyber-physical-systems/
[6] https://techxplore.com/news/2022-11-optical-chip-machine-hardware.html
[5] https://techxplore.com/news/2021-09-imaginary-ai-real-threats.html
[5] https://techxplore.com/news/2022-10-personal-anonymous-cell-machine.html
[4] https://technative.io/iot-evolution-disruptive-trends/
[4] https://securityboulevard.com/2022/04/the-basics-of-cloud-security-for-your-business/
[4] https://securityboulevard.com/2021/11/underinvestment-in-multi-cloud-security-a-pressing-concern/

Top URLs in Tweet in G3:
[116] https://bigdataanalyticsnews.com/artificial-intelligence-key-to-password-security/
[29] https://bigdataanalyticsnews.com/cyber-physical-systems/
[27] https://techxplore.com/news/2021-09-imaginary-ai-real-threats.html
[22] https://securityboulevard.com/2021/11/underinvestment-in-multi-cloud-security-a-pressing-concern/
[20] https://securityboulevard.com/2022/01/3-common-cloud-misconfigurations-to-avoid/
[17] https://www.freethink.com/hard-tech/ai-cybersecurity-arms-race
[17] https://www.forbes.com/sites/forbestechcouncil/2021/09/24/quantum-security-in-a-nutshell
[14] https://techxplore.com/news/2022-11-optical-chip-machine-hardware.html
[14] https://techxplore.com/news/2022-10-personal-anonymous-cell-machine.html
[11] https://securityboulevard.com/2022/04/the-basics-of-cloud-security-for-your-business/

Top URLs in Tweet in G4:
[12] https://www.zdnet.com/video/cdc-hacktivism-and-the-origins-of-cybersecurity/
[11] https://www.computerweekly.com/news/252524993/EU-Cyber-Resilience-Act-sets-global-standard-for-connected-products
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282479
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282811
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285824
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285306
[4] https://bigdataanalyticsnews.com/artificial-intelligence-key-to-password-security/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285048
[3] https://venturebeat.com/ai/the-beautiful-intersection-of-simulation-and-ai/
[2] https://www.freethink.com/hard-tech/ai-cybersecurity-arms-race

Top URLs in Tweet in G5:
[18] https://www.visualcapitalist.com/cp/charted-the-dark-web-price-index-2022/
[1] https://bgr.com/tech/22000-smart-thermostats-in-colorado-locked-over-energy-emergency-sparking-outrage/
[1] https://www.journaldugeek.com/2022/10/22/le-sabotage-de-cables-de-fibre-optique-en-france-a-perturbe-le-web-mondial/
[1] https://cybernews.com/news/whatsapp-data-leak/

Top URLs in Tweet in G6:
[20] US
[10] All
[10] Things
[10] Cloud&utm_term=Infoworld
[10] Editorial
[6] https://securityboulevard.com/2022/09/5-ways-to-prepare-now-for-quantum-computing/
[6] https://www.infoworld.com/article/3672532/the-emerging-field-of-cloud-computing-forensics.html?utm_source=Adestra&utm_medium=email&utm_content=Title:
[6] The
[6] emerging
[6] field

Top URLs in Tweet in G8:
[1] https://docs.google.com/forms/d/e/1FAIpQLScEoOxDAJj5eEDIofVtlBuYO7O-GEIYTSb-EiRdlJRnVnMtTw/viewform?usp=send_form

Top URLs in Tweet in G9:
[1] https://twitter.com/stephanenappo/status/1566338918567624708
[1] https://twitter.com/StephaneNappo/status/1566338918567624708
[1] https://twitter.com/stephanenappo/status/1581172681353080832
[1] https://twitter.com/StephaneNappo/status/1586648043264380928

Top Domains
Top Domains in Tweet in Entire Graph:
[193] bigdataanalyticsnews.com
[86] techxplore.com
[77] nodexlgraphgallery.org
[71] securityboulevard.com
[32] forbes.com
[30] zdnet.com
[26] twitter.com
[22] freethink.com
[18] visualcapitalist.com
[17] thefinancialbrand.com

Top Domains in Tweet in G1:
[37] nodexlgraphgallery.org
[13] digitaltrends.com
[11] faveeo.com
[9] darkreading.com
[9] 9to5mac.com
[9] twitter.com
[8] csoonline.com
[7] thehackernews.com
[6] bigdataanalyticsnews.com
[5] journaldugeek.com

Top Domains in Tweet in G2:
[31] bigdataanalyticsnews.com
[17] thefinancialbrand.com
[16] techxplore.com
[12] twitter.com
[8] securityboulevard.com
[4] forbes.com
[4] technative.io
[3] microsoft.com
[3] cnet.com
[3] zdnet.com

Top Domains in Tweet in G3:
[151] bigdataanalyticsnews.com
[66] techxplore.com
[54] securityboulevard.com
[25] forbes.com
[17] freethink.com
[13] zdnet.com
[2] nodexlgraphgallery.org
[1] medium.com
[1] journaldugeek.com
[1] ruetir.com

Top Domains in Tweet in G4:
[37] nodexlgraphgallery.org
[13] zdnet.com
[11] computerweekly.com
[5] bigdataanalyticsnews.com
[3] venturebeat.com
[2] techxplore.com
[2] freethink.com
[1] retailcustomerexperience.com
[1] softclouds.com
[1] insidebigdata.com

Top Domains in Tweet in G5:
[18] visualcapitalist.com
[1] bgr.com
[1] journaldugeek.com
[1] cybernews.com

Top Domains in Tweet in G6:
[10] infoworld.com
[6] securityboulevard.com
[2] tomshardware.com
[2] ruetir.com
[2] forbes.com
[1] techxplore.com
[1] digitaltrends.com

Top Domains in Tweet in G8:
[1] google.com

Top Domains in Tweet in G9:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[405] cybersecurity
[206] iot
[198] csuite
[184] infosec
[153] ai
[153] ciso
[125] machinelearning
[108] internetofthings
[106] data
[103] tech



Top Hashtags in Tweet in G1:
[233] cybersecurity
[174] infosec
[146] csuite
[144] ciso
[83] data
[45] stemday
[44] dataprivacy
[42] darkweb
[40] databreach
[39] cyberattacks

Top Hashtags in Tweet in G2:
[127] iot
[100] internetofthings
[82] tech
[31] ai
[26] machinelearning
[18] cybersecurity
[18] innovation
[17] artificialintelligence
[15] edtech
[13] technology

Top Hashtags in Tweet in G3:
[120] cybersecurity
[93] ai
[88] machinelearning
[54] cloud
[29] deeplearning
[15] quantumcomputing
[9] iot
[6] privacy
[5] datascience
[4] tech

Top Hashtags in Tweet in G4:
[50] csuite
[23] cybersecurity
[15] ai
[12] cx
[12] data
[11] eu
[11] cyber
[11] resilience
[11] standard
[10] finserv

Top Hashtags in Tweet in G5:
[33] iot
[18] dark
[18] données
[16] whatsapp
[2] cybersecurity
[2] infosec
[2] data
[2] mondaymorning
[2] mondaymotivation
[1] ã©nergã©tique

Top Hashtags in Tweet in G6:
[11] quantumcomputing
[10] cloud
[8] cio
[6] cryptography
[4] cloudjobs
[4] emergingtech
[2] digitaltransformation
[1] machinelearning
[1] cyberattacks
[1] malware

Top Hashtags in Tweet in G7:
[4] stephanenappo
[2] cybercrime
[1] cybersecurity

Top Hashtags in Tweet in G9:
[1] climat
[1] brain
[1] wellness
[1] mesdelacibersegruidad
[1] cybertrustlatam
[1] stephanenappo
[1] cybersecurity
[1] ransomwareprotection

Top Words
Top Words in Tweet in Entire Graph:
[755] stephanenappo
[395] #cybersecurity
[364] ipfconline1
[247] security
[207] cc
[206] #iot
[199] ronald_vanloon
[192] #csuite
[178] #infosec
[153] #ai

Top Words in Tweet in G1:
[491] stephanenappo
[226] #cybersecurity
[168] #infosec
[140] #csuite
[138] #ciso
[115] eli_krumova
[84] price
[83] dellavecchiated
[81] tgravel
[77] #data

Top Words in Tweet in G2:
[154] ronald_vanloon
[127] #iot
[99] #internetofthings
[86] base
[86] iot
[86] pwc
[86] worlwide
[86] installed
[86] devices
[86] 2025

Top Words in Tweet in G3:
[203] ipfconline1
[147] security
[121] cc
[118] #cybersecurity
[109] stephanenappo
[102] bdanalyticsnews
[93] #ai
[88] #machinelearning
[87] intelligence
[87] better

Top Words in Tweet in G4:
[64] stephanenappo
[50] #csuite
[48] docassar
[44] nodexl
[39] chidambara09
[29] ipfconline1
[28] mpborman
[23] #cybersecurity
[22] peoplematters2
[22] top

Top Words in Tweet in G5:
[91] fadouce
[38] stephanenappo
[36] prix
[35] chez
[33] distance
[33] d'une
[33] #iot
[33] verrouillã
[33] thermostats
[33] particuliers

Top Words in Tweet in G6:
[24] avrohomg
[24] imoyse
[21] sarbjeetjohal
[18] digitalfawad
[17] drjdrooghaag
[12] sallyeaves
[11] #quantumcomputing
[11] stephanenappo
[10] #cloud
[9] khurramcyber

Top Words in Tweet in G7:
[5] cyber
[4] minutes
[4] 20
[4] stephane
[4] #stephanenappo
[4] reputation
[4] few
[4] ruin
[4] incident
[4] years

Top Words in Tweet in G8:
[2] données

Top Words in Tweet in G9:
[2] tique
[2] nergã

Top Word Pairs
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:
[84] #ciso,#csuite
[67] #cybersecurity,#infosec
[54] #infosec,#ciso
[51] larrykim,stephanenappo
[47] ipfconline1,bimedotcom
[47] stephanenappo,sandy_carter
[47] dellavecchiated,larrykim
[47] tgravel,ipfconline1
[47] sandy_carter,tgravel
[47] bimedotcom,topcybernews

Top Word Pairs in Tweet in G2:
[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 G3:
[87] key,better
[87] better,password
[87] intelligence,key
[87] artificial,intelligence
[87] password,security
[87] security,bdanalyticsnews
[64] ipfconline1,artificial
[55] bdanalyticsnews,#cybersecur
[52] securityblvd,#cybersecurity
[48] #cybersecurity,cc

Top Word Pairs in Tweet in G4:
[32] #csuite,nodexl
[24] nodexl,chidambara09
[15] top,hashtags
[14] stephanenappo,docassar
[13] humanresource_x,stephanenappo
[12] origins,#cybersecurity
[12] video,zdnet
[12] docassar,kaspersky
[12] zdnet,cc
[12] hashtags,#csuite

Top Word Pairs in Tweet in G5:
[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 G6:
[23] imoyse,avrohomg
[21] sarbjeetjohal,imoyse
[16] avrohomg,drjdrooghaag
[12] drjdrooghaag,sallyeaves
[9] khurramcyber,victoryabro
[9] victoryabro,stephanenappo
[9] fogle_shane,afigueiredo
[9] sallyeaves,fklivestolearn
[9] shadraza1,tylercohenwood
[9] tylercohenwood,khurramcyber

Top Word Pairs in Tweet in G7:
[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] nergã,tique

Top Replied-To
Top Replied-To in Entire Graph:
@fadouce
@stephanenappo
@chidambara09
@ipfconline1
@mvollmer1
@eli_krumova
@ronald_vanloon
@digitalfawad
@michaelbathurst
@fmfrancoise

Top Replied-To in G1:
@stephanenappo
@mvollmer1
@eli_krumova
@binayaksahoo
@dirkschrader_

Top Replied-To in G2:
@ronald_vanloon
@gigaaaai
@sadanandghule

Top Replied-To in G3:
@ipfconline1
@softclouds

Top Replied-To in G4:
@chidambara09
@michaelbathurst
@docassar
@fmfrancoise
@ipfconline1
@drsharwood

Top Replied-To in G5:
@fadouce
@egeopol
@gleluza56

Top Replied-To in G6:
@digitalfawad

Top Mentioned
Top Mentioned in Entire Graph:
@stephanenappo
@ipfconline1
@ronald_vanloon
@eli_krumova
@bdanalyticsnews
@fadouce
@pwc
@topcybernews
@mikequindazzi
@tgravel

Top Mentioned in G1:
@stephanenappo
@eli_krumova
@tgravel
@dellavecchiated
@larrykim
@ipfconline1
@topcybernews
@sandy_carter
@bimedotcom
@fogorosandrei

Top Mentioned in G2:
@ronald_vanloon
@pwc
@mikequindazzi
@ipfconline1
@stephanenappo
@simonlporter
@bdanalyticsnews
@enricomolinari
@jimmarous
@financialbrand

Top Mentioned in G3:
@ipfconline1
@stephanenappo
@bdanalyticsnews
@techxplore_com
@jblefevre60
@triciakickssaas
@securityblvd
@roxananasoi
@andi_staub
@spirosmargaris

Top Mentioned in G4:
@stephanenappo
@docassar
@chidambara09
@mpborman
@ipfconline1
@peoplematters2
@spirosmargaris
@humanresource_x
@eli_krumova
@martinhoyes

Top Mentioned in G5:
@fadouce
@stephanenappo
@chboursin
@arnaultchatel
@sfouille
@ceoawareness
@essec
@severinelienard
@jonathanaufray
@floriansemle

Top Mentioned in G6:
@imoyse
@avrohomg
@sarbjeetjohal
@drjdrooghaag
@digitalfawad
@sallyeaves
@stephanenappo
@fklivestolearn
@fogle_shane
@afigueiredo

Top Mentioned in G7:
@nyksindia
@ianuragthakur
@yasministry
@nisithpramanik
@cyber
@mib_india
@arunednyks
@pankajsinghips

Top Mentioned in G8:
@maximaxoo
@stephanenappo
@carbone
@arnold_haine
@hgsclmt
@svemc
@zeinazakhour
@jubares
@didierpawlak
@cecilelaufer

Top Mentioned in G10:
@pbarreto
@stephanenappo
@rainbowplusabc
@eevriviades
@rovercrc
@smartcryptology
@elliptickiwi
@alvosec

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@chidambara09
@mistersalesman
@codedailybot
@cybersecurityn8
@o_fabriciosouza
@sudeepkhatri
@rvp
@education_24x7

Top Tweeters in G1:
@sectest9
@marshawright
@cybersecurityn8
@sudeepkhatri
@rvp
@savetonotion
@osamuracing01
@shi4tech
@gdprai
@henleysecnethia

Top Tweeters in G2:
@o_fabriciosouza
@godfrey_g_
@gmizrachi
@tess_blue815
@ssxman2
@xzpwedvhhh37i3c
@bot_innovation
@marshacollier
@planetscape
@preciso_com

Top Tweeters in G3:
@education_24x7
@hubofml
@calcaware
@gezgintrk
@pvalsfr
@thecuriousluke
@laveilletechno
@nomoreslaves
@fullnam35087976
@forbes

Top Tweeters in G4:
@chidambara09
@codedailybot
@evanderburg
@nicochan33
@hiringcare
@caring_mobile
@gvalan
@zdnet
@pythonroboto
@shoutmgb

Top Tweeters in G5:
@bbddpp
@virgowhallala
@starryvibes
@jeancayeux
@ajadomdu2a
@laurielei
@3itcom
@bdgeorges
@davidulysse1
@yvette830955

Top Tweeters in G6:
@ilovebooks786
@avrohomg
@sarbjeetjohal
@imoyse
@sallyeaves
@fogle_shane
@afigueiredo
@howie7951
@victoryabro
@vistacrypt0

Top Tweeters in G7:
@mib_india
@nykshimla
@nyksindia
@ianuragthakur
@yasministry
@nehruyuvakendr5
@cyber
@pankajsinghips
@nisithpramanik
@arunednyks

Top Tweeters in G8:
@maximaxoo
@arnold_haine
@jubares
@hgsclmt
@svemc
@didierpawlak
@guirado_david
@cecilelaufer
@zeinazakhour
@carbone

Top Tweeters in G9:
@sirchamallow
@bizcom
@sha
@canaurisecurity
@steamcafefl
@cybertrustcl
@aa
@spia
@securita

Top Tweeters in G10:
@eevriviades
@pbarreto
@rovercrc
@smartcryptology
@elliptickiwi
@alvosec
@rainbowplusabc
@jsssjournal


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