ibmdeutschland, Twitter, 4/24/2019 5:04:06 PM, 194762


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ibmdeutschland_2019-04-24_09-53-28.xlsx
ibmdeutschland_2019-04-24_09-53-28.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 24, 2019
Short Description:
ibmdeutschland via NodeXL http://bit.ly/2VubcKg
@ibmdeutschland
@thomas_harrer
@topcybernews
@svensemet
@lunkelhaeusser
@justuserb3
@guidogoeldenitz
@ch_heiser
@c_microservices
@ibmcctr

Top hashtags:
#thinkatibm
#ibm
#berlin
#ibmsystems
#germany
#cto
#ibmtechu
#smm

Description:
Description
The graph represents a network of 315 Twitter users whose recent tweets contained "ibmdeutschland", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 24 April 2019 at 16:58 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 49-minute period from Sunday, 14 April 2019 at 23:12 UTC to Wednesday, 24 April 2019 at 16:02 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 : 315
Unique Edges : 456
Edges With Duplicates : 678
Total Edges : 1134
Self-Loops : 41
Reciprocated Vertex Pair Ratio : 0.0532110091743119
Reciprocated Edge Ratio : 0.101045296167247
Connected Components : 8
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 306
Maximum Edges in a Connected Component : 1126
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.922978
Graph Density : 0.00580325548478415
Modularity : 0.352078
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.ibm.com/de-de/events/thinkatibm/index.html
[13] https://www.ibm.com/de-de/events/thinkatibm
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194231
[9] https://www.ibm.com/de-de/events/thinkatibm/
[7] https://www.youtube.com/watch?v=QSwh8tpINGY&list=PLgNz7ClTEtFcFtTTEe2xFwBeTuiG_JKGH&index=6

[6] https://www.ibm.com/de-de/events/thinkatibm/events/index.html
[3] https://www.meetup.com/Innovation-meets-Security-Berlin/events/260540486/
[3] https://twitter.com/IBMDeutschland/status/1115962638838767616
[3] http://omr.com/de?linkId=66442385
[3] https://twitter.com/IBMDeutschland/status/1117781571849814018

Top URLs in Tweet in G1:
[2] https://www.ibm.com/de-de/cloud/aspera?lnk=STW_DE_MPTW&lnk2=trial_AsperaCloud&psrc=none&pexp=def
[2] https://www.ibm.com/de-de/events/thinkatibm/events/index.html?cm_mmc=OwnedTwitter&social_post=2226118292&fst=Learn&linkId=65590446
[2] https://www.ibm.com/de-de/products?lnk=STW_DE_MP&lnk2=goto_PHP&psrc=none&pexp=def
[2] http://omr.com/de?linkId=66442385
[1] https://www.all-about-security.de/security-artikel/management-und-strategie/single/ibm-ponemon-studie-zur-resilienz-gegen-cyberangriffe/?linkId=66120785
[1] https://www.ibm.com/de-de/events/thinkatibm/
[1] https://www.ibm.com/de-de/events/hannover-messe-de?cm_mmc=OSocial_Twitter-_-Industry+Marketing_Industrial+Sector-_-WW_WW-_-IBM+at+Hannover+Messe+2019&cm_mmca1=000023EF&cm_mmca2=10001375
[1] https://www.ibm.com/de-de/campaign/ibm-versicherungskongress-2019?cm_mmc=OSocial_Twitter-_-Financial+Services+Sector_Insurance-_-IDA_IDA-_-InsuranceQ2-Twitter1&cm_mmca1=000024BD&cm_mmca2=10003684
[1] https://www.ibm.com/de-de/blogs/think/2019/04/11/meet-ups/
[1] https://www.cio.de/a/ibm-und-vodafone-arbeiten-bei-multicloud-zusammen,3594946

Top URLs in Tweet in G2:
[14] https://www.ibm.com/de-de/events/thinkatibm/index.html
[13] https://www.ibm.com/de-de/events/thinkatibm
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194231
[8] https://www.ibm.com/de-de/events/thinkatibm/
[6] https://www.ibm.com/de-de/events/thinkatibm/events/index.html
[2] https://www.ibm.com/blogs/research/2019/03/nuclear-noise-semiconductor-qubits/
[2] https://www.youtube.com/watch?v=jYYJ3-UFoG8&feature=youtu.be

[1] https://twitter.com/Thomas_Harrer/status/1110913149295869952
[1] https://www.meetup.com/Innovation-meets-Security-Berlin/events/260540486/
[1] https://twitter.com/IBMDeutschland/status/1115962638838767616

Top URLs in Tweet in G3:
[2] https://www.meetup.com/Innovation-meets-Security-Berlin/events/260540486/
[2] https://www.stuttgarter-zeitung.de/inhalt.konzernplaene-fuer-ehningen-die-neue-ibm-zentrale-liest-sich-ycuu.9c852b85-1945-42de-b1f6-57556446959c.html
[2] https://twitter.com/LUnkelhaeusser/status/1117088529673334784
[1] https://twitter.com/IBMDeutschland/status/1117744376585891841
[1] https://luftdaten.info/veranstaltungen/
[1] https://www.ibm.com/smarterplanet/us/en/smarter_cities/overview/
[1] https://twitter.com/kryptomania84/status/1118759418043219968

Top URLs in Tweet in G4:
[2] https://twitter.com/IBMDeutschland/status/1115962638838767616
[1] http://www.ibm.com/
[1] https://twitter.com/forbes/status/1118265310308642816
[1] https://twitter.com/lunkelhaeusser/status/1120662657319800837

Top URLs in Tweet in G6:
[7] https://www.youtube.com/watch?v=QSwh8tpINGY&list=PLgNz7ClTEtFcFtTTEe2xFwBeTuiG_JKGH&index=6


Top URLs in Tweet in G7:
[1] https://automotive-production-summit.de/

Top URLs in Tweet in G9:
[1] https://www.gdpr-conference.eu/

Top URLs in Tweet in G10:
[1] https://www.sis.se/nyheter-och-press/nyheter/den-smarta-fabriken-under-utveckling/

Top Domains
Top Domains in Tweet in Entire Graph:
[68] ibm.com
[24] twitter.com
[11] youtube.com
[9] nodexlgraphgallery.org
[4] meetup.com
[4] ibm.biz
[3] omr.com
[2] stuttgarter-zeitung.de
[1] all-about-security.de
[1] computerweekly.com

Top Domains in Tweet in G1:
[22] ibm.com
[4] twitter.com
[2] omr.com
[2] ibm.biz
[1] all-about-security.de
[1] cio.de
[1] ow.ly
[1] farming-conference.de
[1] cloudcomputing-insider.de
[1] volkswagen-newsroom.com

Top Domains in Tweet in G2:
[44] ibm.com
[9] nodexlgraphgallery.org
[5] twitter.com
[2] youtube.com
[1] meetup.com
[1] ibm.biz
[1] themsphub.com
[1] computerweekly.com
[1] pewinternet.org

Top Domains in Tweet in G3:
[4] twitter.com
[2] meetup.com
[2] stuttgarter-zeitung.de
[1] luftdaten.info
[1] ibm.com

Top Domains in Tweet in G4:
[4] twitter.com
[1] ibm.com

Top Domains in Tweet in G6:
[7] youtube.com

Top Domains in Tweet in G7:
[1] automotive-production-summit.de

Top Domains in Tweet in G9:
[1] gdpr-conference.eu

Top Domains in Tweet in G10:
[1] sis.se

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[160] thinkatibm
[155] ibm
[135] berlin
[75] ibmsystems
[58] germany
[47] cto
[41] ibmtechu
[36] smm
[30] socialcto
[23] think



Top Hashtags in Tweet in G1:
[43] ibm
[11] thinkatibm
[9] blockchain
[8] cloud
[7] berlin
[6] thinkblogdach
[5] cybersecurity
[5] aspera
[5] ai
[5] ki

Top Hashtags in Tweet in G2:
[137] thinkatibm
[122] berlin
[98] ibm
[75] ibmsystems
[54] germany
[47] cto
[40] ibmtechu
[36] smm
[30] socialcto
[23] think

Top Hashtags in Tweet in G3:
[10] ibm
[7] security
[7] thinkatibm
[7] innovative
[7] klima
[4] iam
[4] ot
[3] innovation
[2] behindthescenes
[2] integration

Top Hashtags in Tweet in G4:
[5] thinkatibm
[5] berlin
[3] ibm
[3] germany
[2] letsputsmarttowork
[2] firstcomefirstserve
[2] gpj_germany
[1] innovative
[1] klima
[1] wol0711

Top Hashtags in Tweet in G5:
[2] russland
[1] kenfm
[1] cdu
[1] csu
[1] spd
[1] fdp
[1] grüne

Top Hashtags in Tweet in G6:
[7] microservices2019

Top Hashtags in Tweet in G9:
[4] tool
[4] experts
[1] gdprplus1
[1] luxembourg
[1] dataprotection
[1] business

Top Words
Top Words in Tweet in Entire Graph:
[121] Words in Sentiment List#1: Positive
[111] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7902] Non-categorized Words
[8134] Total Words
[230] ibmdeutschland
[160] #thinkatibm
[155] #ibm
[135] #berlin
[114] ibm

Top Words in Tweet in G1:
[84] ibmdeutschland
[43] #ibm
[40] sie
[17] mai
[16] mehr
[15] ibm
[15] berlin
[13] pop
[13] up
[12] unternehmen

Top Words in Tweet in G2:
[137] #thinkatibm
[122] #berlin
[100] thomas_harrer
[98] #ibm
[93] 2019
[91] ibm
[91] ibmdeutschland
[75] #ibmsystems
[71] ibmsystems
[60] summit

Top Words in Tweet in G3:
[33] ibmdeutschland
[19] lunkelhaeusser
[10] #ibm
[9] hanslak
[8] jessieevaline
[8] cool
[8] denn
[7] #security
[7] berlin
[7] ibmdeveloper

Top Words in Tweet in G4:
[6] ibmdeutschland
[5] #thinkatibm
[5] #berlin
[3] june
[3] #ibm
[3] #germany
[3] connectory
[2] #letsputsmarttowork
[2] 29th
[2] bikiniberlin

Top Words in Tweet in G5:
[4] vor
[2] ibmdeutschland
[2] noch
[2] sicherer
[2] regime
[2] cyberkriminellen
[2] macht
[2] gerade
[2] #russland
[2] einem

Top Words in Tweet in G6:
[7] c_microservices
[7] videos
[7] session
[7] design
[7] support
[7] experiences
[7] #microservices2019
[7] online
[6] phu_h_
[2] phu_h_nguyen

Top Words in Tweet in G7:
[2] noch
[2] 11
[2] wochen
[2] bis
[2] zum
[2] ersten
[2] gemeinsamen
[2] kongress
[2] automotiveit
[2] automobil

Top Words in Tweet in G9:
[4] data
[4] protection
[4] creates
[4] trust
[4] efficient
[4] #tool
[4] customer
[4] retention
[4] #experts
[4] atenekom

Top Words in Tweet in G10:
[2] jochen
[2] freidrick
[2] ibmdeutschland
[2] på
[2] seminariet
[2] standarder
[2] för
[2] industrins
[2] digitalisering
[2] och

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] #berlin,#germany
[58] infrastructure,summit
[49] pop,up
[47] up,experience
[41] summit,2019
[39] innovationshub,#berlin
[38] ibm,infrastructure
[38] experience,innovationshub
[35] #ibm,#thinkatibm
[32] #ibmsystems,#cto

Top Word Pairs in Tweet in G1:
[13] pop,up
[12] up,experience
[9] erfahren,sie
[9] dem,#ibm
[9] bikini,berlin
[6] innovationshub,#berlin
[6] #ibm,#thinkblogdach
[6] mai,2019
[5] #cybersecurity,ohne
[5] ohne,reaktionsplan

Top Word Pairs in Tweet in G2:
[56] infrastructure,summit
[54] #berlin,#germany
[40] summit,2019
[37] ibm,infrastructure
[34] pop,up
[33] up,experience
[32] #ibm,#thinkatibm
[32] #ibmsystems,#cto
[31] #cto,ibmsystems
[31] experience,innovationshub

Top Word Pairs in Tweet in G3:
[7] cool,denn
[7] denn,passend
[7] passend,unsere
[7] unsere,diskussion
[7] diskussion,hanslak
[7] hanslak,#innovative
[7] #innovative,bildung
[7] bildung,gutes
[7] gutes,#klima
[6] ibmdeveloper,ibmdeutschland

Top Word Pairs in Tweet in G4:
[3] #berlin,#germany
[2] infrastructure,summit
[2] pop,up
[2] up,experience
[2] experience,innovationshub
[2] innovationshub,#berlin
[2] place,june
[2] june,#ibm
[2] #ibm,#thinkatibm
[2] #thinkatibm,#gpj_germany

Top Word Pairs in Tweet in G5:
[2] ibmdeutschland,noch
[2] noch,sicherer
[2] sicherer,vor
[2] vor,regime
[2] regime,cyberkriminellen
[2] cyberkriminellen,macht
[2] macht,gerade
[2] gerade,#russland
[2] #russland,vor
[2] vor,einem

Top Word Pairs in Tweet in G6:
[7] videos,session
[7] session,design
[7] design,support
[7] support,experiences
[7] experiences,#microservices2019
[7] #microservices2019,online
[6] c_microservices,videos
[6] online,phu_h_
[2] phu_h_nguyen,_hui_song
[2] _hui_song,ewolff

Top Word Pairs in Tweet in G7:
[2] noch,11
[2] 11,wochen
[2] wochen,bis
[2] bis,zum
[2] zum,ersten
[2] ersten,gemeinsamen
[2] gemeinsamen,kongress
[2] kongress,automotiveit
[2] automotiveit,automobil
[2] automobil,produktion

Top Word Pairs in Tweet in G9:
[4] data,protection
[4] protection,creates
[4] creates,trust
[4] trust,efficient
[4] efficient,#tool
[4] #tool,customer
[4] customer,retention
[4] retention,#experts
[4] #experts,atenekom
[4] atenekom,ibmdeutschland

Top Word Pairs in Tweet in G10:
[2] jochen,freidrick
[2] freidrick,ibmdeutschland
[2] ibmdeutschland,på
[2] på,seminariet
[2] seminariet,standarder
[2] standarder,för
[2] för,industrins
[2] industrins,digitalisering
[2] digitalisering,och
[2] och,innovation

Top Replied-To
Top Replied-To in Entire Graph:
@ibmdeutschland
@lunkelhaeusser
@seidenschwang
@topcybernews
@nodexl
@thomas_harrer
@rauhrackl
@piviscamperle
@meatsnothappy
@jessieevaline

Top Replied-To in G1:
@ibmdeutschland
@rauhrackl
@piviscamperle
@meatsnothappy
@svenstueven
@birgitnuechter
@beurig
@suziinao
@infotrk1
@thethe64756804

Top Replied-To in G2:
@seidenschwang
@thomas_harrer
@topcybernews
@nodexl
@gtenten
@petrawalzde

Top Replied-To in G3:
@lunkelhaeusser
@jessieevaline
@helenorgis
@pascalpflueger
@karinschoenwett
@stefanjudis
@svensemet

Top Replied-To in G4:
@lukizzl

Top Replied-To in G5:
@ibmdeutschland

Top Replied-To in G6:
@c_microservices

Top Replied-To in G8:
@bernd_schulyok

Top Mentioned
Top Mentioned in Entire Graph:
@ibmdeutschland
@thomas_harrer
@ibmsystems
@ibm
@topcybernews
@ibmeurope
@svensemet
@amartin171
@lunkelhaeusser
@gtenten

Top Mentioned in G1:
@ibmdeutschland
@decointelegraph
@ibmblockchain
@ibm
@thomas_harrer
@ibmcctr
@dietechniker
@lunkelhaeusser
@teetrend
@ibmsecurity

Top Mentioned in G2:
@thomas_harrer
@ibmdeutschland
@ibmsystems
@ibm
@topcybernews
@ibmeurope
@svensemet
@amartin171
@gtenten
@agnesheftberger

Top Mentioned in G3:
@ibmdeutschland
@lunkelhaeusser
@hanslak
@ibmdeveloper
@svensemet
@ibmdecareers
@aperto
@jessieevaline
@afassnacht
@heisec

Top Mentioned in G4:
@ibmdeutschland
@bikiniberlin
@ibmsecurity
@thomas_harrer
@frauholleohnee
@connectory
@jal_mahr
@katha_pe
@monistruzek
@the_hr_girl

Top Mentioned in G5:
@tagesschau
@bild
@nachdenkseiten
@diezeit
@sz
@weltnetztv
@dielinke
@phoenix_de
@dpa
@teamkenfm

Top Mentioned in G6:
@c_microservices
@phu_h_nguyen
@_hui_song
@ewolff
@afachat
@ibmdeutschland
@tuchemnitz
@presseunikassel

Top Mentioned in G7:
@guidogoeldenitz
@cisco_germany
@dxcdach
@mhp_de
@ibmdeutschland
@rolandbergerde
@kinexon
@ptc_dach
@appiande

Top Mentioned in G8:
@cdr2012neu
@lukas_bittner
@konflikt_sicher
@carlomasala1
@sicherheitspod
@drfranksauer
@ibmdeutschland

Top Mentioned in G9:
@atenekom
@ibmdeutschland
@durycc
@anonos
@merckgroup

Top Mentioned in G10:
@ibmdeutschland
@teknikforetagen
@svenskstandard
@sippiia
@produktion2030
@vinnovase
@scaniasverige

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dwnews
@justuserb3
@bild
@santchiweb
@vanalich
@zdnet
@focusonline
@spiegelonline
@mainvolume

Top Tweeters in G1:
@sectest9
@mainvolume
@computerwoche
@bernhard_herget
@msdltt
@hausaffe_
@mobilegeeksde
@peppermind
@teetrend
@adeelsaya

Top Tweeters in G2:
@dwnews
@vanalich
@zdnet
@spiegelonline
@spirosmargaris
@topcybernews
@theibmmspteam
@yorks_jobsnow
@pierrepinna
@netclubj1

Top Tweeters in G3:
@focusonline
@hanslak
@kurierat
@postnormalera
@sascha_p
@ibmdeveloper
@rastadler
@pflab
@kryptomania84
@digitalnaiv

Top Tweeters in G4:
@svensemet
@boschglobal
@johnstepper
@ibmiot
@katha_pe
@daimler
@lukizzl
@dennykondic
@bikiniberlin
@digitallife_dai

Top Tweeters in G5:
@justuserb3
@bild
@tagesschau
@sz
@tazgezwitscher
@dpa
@phoenix_de
@weltnetztv
@diezeit
@dielinke

Top Tweeters in G6:
@ewolff
@tuchemnitz
@presseunikassel
@afachat
@altasela
@phu_h_nguyen
@balint_maschio
@guidiclaudio
@famontesi
@jonassorgalla

Top Tweeters in G7:
@cisco_germany
@ptc_dach
@guidogoeldenitz
@appiande
@rolandbergerde
@dxcdach
@andreameienberg
@kinexon
@mhp_de

Top Tweeters in G8:
@bernd_schulyok
@carlomasala1
@konflikt_sicher
@cdr2012neu
@lukas_bittner
@drfranksauer
@sicherheitspod
@ch_heiser

Top Tweeters in G9:
@santchiweb
@ra_dury
@merckgroup
@atenekom
@durycc
@sandradury
@anonos

Top Tweeters in G10:
@teknikforetagen
@vinnovase
@svenskstandard
@produktion2030
@scaniasverige
@dr_berglund_
@sippiia


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