StephaneNappo, Twitter, 2/17/2020 11:27:59 PM, 221379


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StephaneNappo_2020-02-17_10-02-26.xlsx
StephaneNappo_2020-02-17_10-02-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2020
Short Description:
StephaneNappo via NodeXL http://bit.ly/2uWVpbt
@stephanenappo
@ipfconline1
@topcybernews
@ronald_vanloon
@thomas_harrer
@mikequindazzi
@themegatrends
@wef
@cybersec_feeds
@heinzvhoenen

Top hashtags:
#cybersecurity
#security
#ai
#ciso
#infosec
#techforgood
#tech4good

Description:
Description
The graph represents a network of 1,000 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, 17 February 2020 at 18:03 UTC.

The requested start date was Monday, 17 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 12-day, 17-hour, 17-minute period from Sunday, 02 February 2020 at 07:42 UTC to Saturday, 15 February 2020 at 01:00 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 : 1000
Unique Edges : 3004
Edges With Duplicates : 9195
Total Edges : 12199
Number of Edge Types : 4
MentionsInRetweet : 9928
Mentions : 2207
Tweet : 17
Replies to : 47
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0219202104340202
Reciprocated Edge Ratio : 0.0429000429000429
Connected Components : 12
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 988
Maximum Edges in a Connected Component : 12192
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.885662
Graph Density : 0.00466666666666667
Modularity : 0.257885
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,000 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, 17 February 2020 at 18:03 UTC.

The requested start date was Monday, 17 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 12-day, 17-hour, 17-minute period from Sunday, 02 February 2020 at 07:42 UTC to Saturday, 15 February 2020 at 01:00 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:
[111] https://www.linkedin.com/slink?code=dxH37ZM
[68] https://www.bcg.com/publications/2019/decoding-global-trends-upskilling-reskilling.aspx
[68] https://www.technative.io/how-automation-is-driving-the-it-workforce-of-the-future/
[33] https://towardsdatascience.com/an-introduction-to-unity-ml-agents-6238452fcf4c
[32] https://digitalemerge.ai/2020/01/23/norways-first-ai-strategy/
[30] https://www.simplilearn.com/data-analyst-vs-data-scientist-article#.Xjl9YqRjlxY.twitter
[28] https://becominghuman.ai/how-to-improve-computer-vision-in-ai-drones-using-image-annotation-services-e67507457eb2
[27] https://www.forbes.com/sites/bernardmarr/2020/01/27/15-things-every-business-must-know-about-5g/?ss=5g#347b46a83c86
[26] https://artificialintelligence.oodles.io/blogs/cloud-automl-machine-learning-solutions/
[26] http://out.faveeo.com/?url=https://www.technative.io/cybersecurity-awareness-is-only-the-first-step/&vertical=innovations-and-trends&lang=en&family=cybersecurity

Top URLs in Tweet in G1:
[80] https://www.linkedin.com/slink?code=dxH37ZM
[63] https://www.bcg.com/publications/2019/decoding-global-trends-upskilling-reskilling.aspx
[59] https://www.technative.io/how-automation-is-driving-the-it-workforce-of-the-future/
[22] http://out.faveeo.com/?url=https://www.technative.io/cybersecurity-awareness-is-only-the-first-step/&vertical=innovations-and-trends&lang=en&family=cybersecurity
[13] http://out.faveeo.com/?url=https://digit.fyi/the-biggest-trends-impacting-cybersecurity-in-2020/&vertical=innovations-and-trends&lang=en&family=cybersecurity
[10] https://www.securityinfowatch.com/cybersecurity/press-release/21123576/ponemon-institute-ponemon-institute-reveals-68-of-organizations-were-victims-of-successful-endpoint-attacks-in-2019
[10] https://www.technative.io/tackling-insider-threats/
[9] https://www.youtube.com/watch?v=_ni8edaiqpM&feature=youtu.be

[7] https://it.slashdot.org/story/20/02/03/1917234/only-three-of-the-top-100-international-airports-pass-basic-security-checks
[7] https://www.pioneer-search.com/blog/2020/01/10-cybersecurity-trends-for-2020

Top URLs in Tweet in G2:
[30] https://towardsdatascience.com/an-introduction-to-unity-ml-agents-6238452fcf4c
[28] https://digitalemerge.ai/2020/01/23/norways-first-ai-strategy/
[27] https://www.simplilearn.com/data-analyst-vs-data-scientist-article#.Xjl9YqRjlxY.twitter
[26] https://becominghuman.ai/how-to-improve-computer-vision-in-ai-drones-using-image-annotation-services-e67507457eb2
[25] https://artificialintelligence.oodles.io/blogs/cloud-automl-machine-learning-solutions/
[24] https://www.forbes.com/sites/bernardmarr/2020/01/27/15-things-every-business-must-know-about-5g/?ss=5g#347b46a83c86
[22] https://www.immuniweb.com/blog/5-common-web-security-mistakes-that-costs-millions.html
[19] https://theconversation.com/a-cyberattack-could-wreak-destruction-comparable-to-a-nuclear-weapon-112173
[17] https://nanonets.com/blog/receipt-ocr/
[17] https://link.medium.com/uNVGXRvmM3

Top URLs in Tweet in G3:
[14] https://twitter.com/i/web/status/1130050527620939776
[9] https://www.cnet.com/news/crushable-robot-insect-sneers-at-fly-swatters-and-shoes/
[7] https://www.technative.io/iot-evolution-disruptive-trends/
[4] https://bigdata-madesimple.com/fintech-finance-in-the-era-of-big-data-analytics/
[3] https://www.simplilearn.com/data-analyst-vs-data-scientist-article#.Xjl9YqRjlxY.twitter
[3] https://www.analyticsindiamag.com/how-to-create-your-first-artificial-neural-network-in-python/
[3] https://digitalemerge.ai/2020/01/23/norways-first-ai-strategy/
[3] https://towardsdatascience.com/an-introduction-to-unity-ml-agents-6238452fcf4c
[2] https://www.htbridge.com/media/4-practical-questions-to-ask-before-investing-in-ai.html
[2] https://www.forbes.com/sites/bernardmarr/2020/01/27/15-things-every-business-must-know-about-5g/?ss=5g#347b46a83c86

Top URLs in Tweet in G4:
[27] https://www.linkedin.com/slink?code=dxH37ZM
[5] https://www.connectedremag.com/das-in-building-wireless/5g-is-not-immune-to-security-issues/
[5] https://nanonets.com/blog/receipt-ocr/
[4] https://www.technative.io/how-automation-is-driving-the-it-workforce-of-the-future/
[3] https://it.slashdot.org/story/20/02/03/1917234/only-three-of-the-top-100-international-airports-pass-basic-security-checks
[3] https://www.zdnet.com/article/2020s-are-the-decade-of-commercial-quantum-computing-says-ibm/
[1] https://www.pioneer-search.com/blog/2020/01/10-cybersecurity-trends-for-2020
[1] https://www.forbes.com/sites/louiscolumbus/2020/01/24/how-ai-is-improving-omnichannel-cybersecurity-in-2020/#2fc2baf67989
[1] https://www.technative.io/ten-commandments-for-cyber-resilience-strategy/
[1] https://www.technative.io/tackling-insider-threats/

Top URLs in Tweet in G5:
[1] https://www.linkedin.com/slink?code=dxH37ZM

Top URLs in Tweet in G7:
[1] https://twitter.com/StephaneNappo/status/1223608269828251649
[1] https://twitter.com/stephanenappo/status/1226075828406059008
[1] https://twitter.com/StephaneNappo/status/1225432063744126976
[1] https://twitter.com/StephaneNappo/status/1226955580440489985

Top URLs in Tweet in G8:
[1] https://www.ovh.com/blog/if-i-were-an-american/

Top URLs in Tweet in G9:
[1] https://sloanreview.mit.edu/article/demystifying-the-intelligence-of-ai/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[1] https://youtu.be/Us52k6r1wvI

Top Domains
Top Domains in Tweet in Entire Graph:
[113] linkedin.com
[94] technative.io
[82] forbes.com
[68] bcg.com
[47] faveeo.com
[36] co.uk
[35] twitter.com
[33] towardsdatascience.com
[32] bigdata-madesimple.com
[32] digitalemerge.ai

Top Domains in Tweet in G1:
[80] linkedin.com
[71] technative.io
[63] bcg.com
[41] faveeo.com
[12] twitter.com
[10] securityinfowatch.com
[9] youtube.com
[8] forbes.com
[7] slashdot.org
[7] pioneer-search.com

Top Domains in Tweet in G2:
[66] forbes.com
[33] co.uk
[30] towardsdatascience.com
[28] digitalemerge.ai
[27] simplilearn.com
[27] medium.com
[26] becominghuman.ai
[26] bigdata-madesimple.com
[25] oodles.io
[22] immuniweb.com

Top Domains in Tweet in G3:
[15] twitter.com
[9] cnet.com
[8] technative.io
[7] forbes.com
[4] bigdata-madesimple.com
[3] simplilearn.com
[3] analyticsindiamag.com
[3] digitalemerge.ai
[3] towardsdatascience.com
[2] htbridge.com

Top Domains in Tweet in G4:
[29] linkedin.com
[6] technative.io
[5] connectedremag.com
[5] nanonets.com
[3] slashdot.org
[3] zdnet.com
[1] pioneer-search.com
[1] forbes.com
[1] youtube.com
[1] topbots.com

Top Domains in Tweet in G5:
[1] linkedin.com

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

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

Top Domains in Tweet in G9:
[1] mit.edu
[1] youtu.be

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2244] cybersecurity
[990] security
[873] ai
[815] ciso
[687] infosec
[645] techforgood
[622] tech4good
[501] data
[500] 5g
[452] futureofwork



Top Hashtags in Tweet in G1:
[1914] cybersecurity
[875] security
[771] ciso
[645] infosec
[600] techforgood
[584] tech4good
[506] ai
[462] data
[412] 5g
[411] futureofwork

Top Hashtags in Tweet in G2:
[263] ai
[199] cybersecurity
[127] machinelearning
[69] deeplearning
[68] mwc20
[62] bigdata
[52] 5g
[48] security
[45] iot
[31] cloudcomputing

Top Hashtags in Tweet in G3:
[116] iot
[66] autonomous
[65] transport
[57] ai
[41] technology
[39] innovation
[36] cybersecurity
[34] mwc20
[29] bigdata
[28] lot

Top Hashtags in Tweet in G4:
[86] cybersecurity
[57] security
[45] ai
[33] innovation
[30] gps
[28] iot
[28] ciso
[28] defstar5
[27] 5g
[25] megatrends

Top Hashtags in Tweet in G5:
[2] ff
[1] ffback
[1] techtrends
[1] innovation
[1] megatrends
[1] security
[1] cybersecurity
[1] future
[1] space
[1] aerospace

Top Hashtags in Tweet in G7:
[1] evrh
[1] china
[1] trabajar
[1] home
[1] jobs
[1] lostjobs
[1] industrialrevolution4
[1] techforgood
[1] tech4good
[1] futureofwork

Top Hashtags in Tweet in G8:
[3] cybersecurity
[1] cloud
[1] data
[1] valuechain
[1] paris
[1] gaiax

Top Hashtags in Tweet in G9:
[5] iot
[3] bigdata
[2] ai
[2] blockchain
[2] fintech
[2] smartcontracts
[2] cybersecurity
[1] nlp
[1] cloudcomputing
[1] architectingthefuture

Top Hashtags in Tweet in G10:
[2] cybersecurity

Top Words
Top Words in Tweet in Entire Graph:
[2530] Words in Sentiment List#1: Positive
[937] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[86931] Non-categorized Words
[90398] Total Words
[2243] #cybersecurity
[1580] themegatrends
[1502] 10
[1147] wef
[1121] stephanenappo

Top Words in Tweet in G1:
[1914] #cybersecurity
[1455] themegatrends
[1418] 10
[1012] wef
[875] #security
[836] stephanenappo
[718] topcybernews
[710] cybersecurity
[701] mikequindazzi
[646] responsibility

Top Words in Tweet in G2:
[340] ipfconline1
[263] #ai
[225] cc
[198] #cybersecurity
[125] #machinelearning
[119] stephanenappo
[92] topcybernews
[88] data
[69] mikequindazzi
[69] #deeplearning

Top Words in Tweet in G3:
[134] ronald_vanloon
[116] #iot
[69] startupselfieco
[68] scaniagroup
[66] smart
[66] #autonomous
[66] future
[65] axl
[65] fully
[65] tipper

Top Words in Tweet in G4:
[170] topcybernews
[106] stephanenappo
[86] #cybersecurity
[68] wef
[57] #security
[49] mikequindazzi
[45] #ai
[45] cyber
[41] 10
[40] themegatrends

Top Words in Tweet in G5:
[9] stephanenappo
[6] fredgouth
[6] virtualegis
[6] yassirkazar
[6] ericfreyss
[6] fabianrodes
[6] clusiraqui
[6] gquenet
[6] cybercercle
[6] contactnystek

Top Words in Tweet in G6:
[4] best
[2] inviting
[2] hope
[2] see
[2] few
[2] hours
[2] cc
[2] sbmeunier
[2] schneierblog

Top Words in Tweet in G7:
[2] themegatrends
[2] 10

Top Words in Tweet in G8:
[5] ovhcloud
[3] delighted
[3] attend
[3] third
[3] party
[3] #cybersecurity
[3] summit
[3] lisbon
[3] last
[3] week

Top Words in Tweet in G9:
[5] #iot
[3] #bigdata
[3] stephanenappo
[3] mikequindazzi
[2] #ai
[2] 50
[2] example
[2] companies
[2] using
[2] #blockchain

Top Words in Tweet in G10:
[2] étions
[2] très
[2] contents
[2] assister
[2] third
[2] party
[2] #cybersecurity
[2] summit
[2] lisbonne
[2] semaine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[935] #security,#cybersecurity
[666] #cybersecurity,typical
[666] typical,situation
[666] situation,company
[666] company,handling
[666] handling,cybersecurity
[666] cybersecurity,longer
[666] longer,#ciso's
[666] #ciso's,responsibility
[623] years,ago

Top Word Pairs in Tweet in G1:
[842] #security,#cybersecurity
[645] #cybersecurity,typical
[645] typical,situation
[645] situation,company
[645] company,handling
[645] handling,cybersecurity
[645] cybersecurity,longer
[645] longer,#ciso's
[645] #ciso's,responsibility
[585] years,ago

Top Word Pairs in Tweet in G2:
[59] #mwc20,cc
[53] #ai,#machinelearning
[44] #security,#cybersecurity
[39] forbes,cc
[39] ipfconline1,#ai
[34] cc,tamaramccleary
[34] wef,mikequindazzi
[33] #machinelearning,#deeplearning
[31] #cybersecurity,cc
[30] introduction,unity

Top Word Pairs in Tweet in G3:
[66] ronald_vanloon,scaniagroup
[65] scaniagroup,axl
[65] axl,fully
[65] fully,#autonomous
[65] #autonomous,tipper
[65] tipper,smart
[65] smart,truck
[65] truck,future
[65] future,startupselfieco
[65] startupselfieco,#iot

Top Word Pairs in Tweet in G4:
[40] #security,#cybersecurity
[31] eyes,road
[30] virtual,display
[30] display,monitor
[30] monitor,syncs
[30] syncs,phone
[30] phone,#gps
[30] #gps,keep
[30] keep,eyes
[29] ten,commandments

Top Word Pairs in Tweet in G5:
[6] fredgouth,virtualegis
[6] virtualegis,yassirkazar
[6] yassirkazar,ericfreyss
[6] ericfreyss,fabianrodes
[6] fabianrodes,clusiraqui
[6] clusiraqui,gquenet
[6] gquenet,cybercercle
[6] cybercercle,stephanenappo
[6] stephanenappo,contactnystek
[6] gbillois,nono2357

Top Word Pairs in Tweet in G6:
[2] inviting,best
[2] best,best
[2] best,hope
[2] hope,see
[2] see,few
[2] few,hours
[2] hours,cc
[2] cc,sbmeunier
[2] sbmeunier,schneierblog

Top Word Pairs in Tweet in G8:
[3] delighted,attend
[3] attend,third
[3] third,party
[3] party,#cybersecurity
[3] #cybersecurity,summit
[3] summit,lisbon
[3] lisbon,last
[3] last,week
[3] week,honoured
[3] honoured,deliver

Top Word Pairs in Tweet in G9:
[2] #iot,#bigdata
[2] stephanenappo,50
[2] 50,example
[2] example,companies
[2] companies,using
[2] using,#blockchain
[2] #blockchain,technology
[2] technology,âš
[2] âš,101blockchains
[2] 101blockchains,mikequindazzi

Top Word Pairs in Tweet in G10:
[2] étions,très
[2] très,contents
[2] contents,assister
[2] assister,third
[2] third,party
[2] party,#cybersecurity
[2] #cybersecurity,summit
[2] summit,lisbonne
[2] lisbonne,semaine
[2] semaine,dernière

Top Replied-To
Top Replied-To in Entire Graph:
@stephanenappo
@topcybernews
@dahl_consult
@ronald_vanloon
@brooksconsintl
@fayejeff
@enricomolinari
@thomas_harrer
@ipfconline1
@spirosmargaris

Top Replied-To in G1:
@stephanenappo
@brooksconsintl
@topcybernews
@spirosmargaris
@technative
@themegatrends

Top Replied-To in G2:
@ipfconline1
@karolina_kurzac

Top Replied-To in G3:
@dahl_consult
@ronald_vanloon
@enricomolinari
@avrohomg
@treasadovander

Top Replied-To in G4:
@stephanenappo
@topcybernews
@thomas_harrer
@fklivestolearn

Top Replied-To in G5:
@fayejeff

Top Mentioned
Top Mentioned in Entire Graph:
@themegatrends
@wef
@stephanenappo
@topcybernews
@mikequindazzi
@jamesvgingerich
@ipfconline1
@brooksconsintl
@thomas_harrer
@haroldsinnott

Top Mentioned in G1:
@themegatrends
@wef
@stephanenappo
@mikequindazzi
@topcybernews
@jamesvgingerich
@brooksconsintl
@haroldsinnott
@myphdresearch
@thomas_harrer

Top Mentioned in G2:
@ipfconline1
@stephanenappo
@topcybernews
@mikequindazzi
@themegatrends
@forbes
@jblefevre60
@tamaramccleary
@wef
@datamadesimple

Top Mentioned in G3:
@ronald_vanloon
@startupselfieco
@scaniagroup
@stephanenappo
@intengineering
@ipfconline1
@topcybernews
@heinzvhoenen
@dahl_consult
@wef

Top Mentioned in G4:
@topcybernews
@stephanenappo
@wef
@mikequindazzi
@themegatrends
@thomas_harrer
@domhalps
@jamesvgingerich
@mvollmer1
@paula_piccard

Top Mentioned in G5:
@stephanenappo
@fredgouth
@virtualegis
@yassirkazar
@ericfreyss
@fabianrodes
@clusiraqui
@gquenet
@cybercercle
@contactnystek

Top Mentioned in G6:
@sbmeunier
@schneierblog
@dez_blanchfield
@shehac
@shehackspurple
@shirastweet
@sjournot
@smugnier
@snowden
@stephanenappo

Top Mentioned in G8:
@ovhcloud
@stephanenappo
@bmwi_bund
@dgentreprises
@peteraltmaier
@brunolemaire
@cedric_o

Top Mentioned in G9:
@stephanenappo
@mikequindazzi
@101blockchains
@ronald_vanloon
@robotsmarts
@mitsmr
@themegatrends
@wef
@topcybernews
@ipfconline1

Top Mentioned in G10:
@ovhcloud_fr
@stephanenappo

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@jurylady5
@chidambara09
@evankirstel
@deejayiwan
@downloaderbot
@ottlegalrebels
@itknowingness
@businessinsider

Top Tweeters in G1:
@sectest9
@downloaderbot
@businessinsider
@iam__network
@calcaware
@mashable
@sharerussharing
@cnbc
@538355
@michaelpurvis64

Top Tweeters in G2:
@evankirstel
@ottlegalrebels
@itknowingness
@cybersec_feeds
@valaafshar
@nicochan33
@gezgintrk
@smoothsale
@ssxman2
@timothy_hughes

Top Tweeters in G3:
@arkangelscrap
@chidambara09
@deejayiwan
@marshacollier
@ltd_to_two
@akwyz
@andrewmorrisuk
@glaciarblue
@wernerkeil
@simonlporter

Top Tweeters in G4:
@jurylady5
@amazingchevvolt
@cipherequality
@shicooks
@gvalan
@kuriharan
@drferdowsi
@acertijo
@marciasgreen
@lcby

Top Tweeters in G5:
@fredgouth
@nono2357
@virtualegis
@gbillois
@damien_bancal
@fayejeff
@ericfreyss
@fabianrodes
@yassirkazar
@clusiraqui

Top Tweeters in G6:
@steveplunkett
@dez_blanchfield
@cyb_sec_news
@sbmeunier
@shehackspurple
@stiennon
@sjournot
@snowden
@schneierblog
@shehac

Top Tweeters in G7:
@louisa
@ximad
@ea
@emshore
@johndepaz
@teslaa
@ajkfinance
@literacyai
@shira
@stephanea

Top Tweeters in G8:
@olesovhcom
@bmwi_bund
@brunolemaire
@peteraltmaier
@alban_s
@ovhcloud
@dgentreprises
@ovhcloud_uk
@cedric_o

Top Tweeters in G9:
@mitsmr
@tata_comm
@iotworlds
@101blockchains
@robotsmarts
@art_com__

Top Tweeters in G10:
@lesueurmanuel
@ovhcloud_fr


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