#thinkatibm, Twitter, 4/18/2019 8:04:15 PM, 194231


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#thinkatibm_2019-04-18_12-58-20.xlsx
#thinkatibm_2019-04-18_12-58-20.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 18, 2019
Short Description:
#thinkatibm via NodeXL http://bit.ly/2KJPkGm
@topcybernews
@thomas_harrer
@svensemet
@ibmdeutschland
@agnesheftberger
@digitalnaiv
@amartin171
@mikequindazzi
@gtenten
@ibm

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

Description:
Description
The graph represents a network of 226 Twitter users whose recent tweets contained "#thinkatibm", 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 Thursday, 18 April 2019 at 19:58 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 39-minute period from Tuesday, 09 April 2019 at 21:15 UTC to Thursday, 18 April 2019 at 19:55 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 : 226
Unique Edges : 519
Edges With Duplicates : 547
Total Edges : 1066
Self-Loops : 55
Reciprocated Vertex Pair Ratio : 0.0484739676840215
Reciprocated Edge Ratio : 0.0924657534246575
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 223
Maximum Edges in a Connected Component : 1061
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.557468
Graph Density : 0.0114847590953786
Modularity : 0.314974
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://www.ibm.com/de-de/events/thinkatibm/index.html
[15] https://www.ibm.com/de-de/events/thinkatibm
[10] https://www.ibm.com/de-de/events/thinkatibm/events/infrastructuresummit.html
[7] https://www.ibm.com/de-de/events/thinkatibm/
[4] https://www.ibm.com/watson/ai-for-industries/?social_post=2216298899&linkId=65387075
[4] https://stefanpfeiffer.blog/2019/04/11/meetup-am-14-juni-in-berlin-ki-in-der-hr-wer-uebernimmt-verantwortung-thinkatibm-berlindwm/
[4] https://hrfestival.wordpress.com/2019/04/10/personaler-im-bikini-berlin-ki-in-hr-wer-uebernimmt-verantwortung-thinkatibm/
[3] https://www.ibm.com/de-de/events/thinkatibm?cm_mmc=SocialAmp
[3] https://twitter.com/gtenten/status/1115929689254703104
[3] http://www.ibm.com/

Top URLs in Tweet in G1:
[12] https://www.ibm.com/de-de/events/thinkatibm
[10] https://www.ibm.com/de-de/events/thinkatibm/index.html
[3] https://www.ibm.com/de-de/events/thinkatibm/events/infrastructuresummit.html
[3] https://www.ibm.com/de-de/events/thinkatibm?cm_mmc=SocialAmp
[2] https://www.ibm.com/de-de/events/thinkatibm/
[2] https://twitter.com/Thomas_Harrer/status/1110913149295869952
[2] https://www.ibm.com/de-de/events/thinkatibm/events/clouddataai.html?cm_mmc=SocialAmp&linkId=66219335
[2] https://twitter.com/IBMDeutschland/status/1115962638838767616
[2] https://lnkd.in/dWYQCw4
[2] https://stefanpfeiffer.blog/2019/04/11/meetup-am-14-juni-in-berlin-ki-in-der-hr-wer-uebernimmt-verantwortung-thinkatibm-berlindwm/

Top URLs in Tweet in G2:
[8] https://www.ibm.com/de-de/events/thinkatibm/index.html
[7] https://www.ibm.com/de-de/events/thinkatibm/events/infrastructuresummit.html
[3] https://www.ibm.com/de-de/events/thinkatibm
[3] https://www.ibm.com/watson/ai-for-industries/?social_post=2216298899&linkId=65387075
[2] https://www.ibm.com/de-de/events/thinkatibm/
[2] https://www.ibm.com/de-de/events/thinkatibm/events/index.html
[1] https://www.meetup.com/de-DE/Digital-Era-by-IBM-Reinovation-starts-today/events/260169055/
[1] https://ibm.biz/BdzFjj
[1] https://lnkd.in/epnN59F
[1] https://lnkd.in/eBKEP2s

Top URLs in Tweet in G3:
[2] https://www.ibm.com/de-de/events/thinkatibm/events/index.html?cm_mmc=OwnedTwitter&social_post=2226118292&fst=Learn&linkId=65590446
[2] https://twitter.com/StefanSchm/status/1116694068782825473
[1] https://www.ibm.com/de-de/events/thinkatibm/events/index.html?cm_mmc=OwnedTwitter&social_post=2225717422&fst=Discover&linkId=65590108
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652283&adid=1077393917&ord=[timestamp]
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652286&adid=1077393914&ord=[timestamp]
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652282&adid=1077393912&ord=[timestamp]
[1] https://www.ibm.com/de-de/events/thinkatibm/
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652277&adid=1077393922&ord=[timestamp]
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652280&adid=1077393918&ord=[timestamp]
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652281&adid=1077393911&ord=[timestamp]

Top URLs in Tweet in G5:
[3] http://www.ibm.com/
[1] https://www.ibm.com/de-de/events/thinkatibm/
[1] https://twitter.com/IBMDeutschland/status/1115962638838767616
[1] https://lnkd.in/dWYQCw4
[1] https://twitter.com/gtenten/status/1115929689254703104
[1] https://hrfestival.wordpress.com/2019/04/10/personaler-im-bikini-berlin-ki-in-hr-wer-uebernimmt-verantwortung-thinkatibm/

Top URLs in Tweet in G6:
[1] https://www.ibm.com/de-de/events/thinkatibm/index.html
[1] https://www.ibm.com/de-de/events/thinkatibm/
[1] https://twitter.com/thomas_harrer/status/1116211524245295104
[1] https://www.ibm.com/de-de/events/thinkatibm/index.html?cm_mmc=Homepage_DE
[1] https://www.ibm.com/de-de/events/thinkatibm/events/blockchain.html
[1] https://www.meetup.com/Innovation-meets-Security-Berlin/events/260540486/

Top URLs in Tweet in G7:
[3] https://stefanpfeiffer.blog/2019/04/11/ticker-zu-ki-in-hr-der-kuenstlichen-vorurteile-kann-man-vorurteile-austreiben-was-aber-ist-mit-den-menschen-thinkatibm/
[2] https://stefanpfeiffer.blog/2019/04/11/meetup-am-14-juni-in-berlin-ki-in-der-hr-wer-uebernimmt-verantwortung-thinkatibm-berlindwm/
[2] https://hrfestival.wordpress.com/2019/04/10/personaler-im-bikini-berlin-ki-in-hr-wer-uebernimmt-verantwortung-thinkatibm/
[2] https://twitter.com/PetraBernhardt/status/1116335828395945984
[1] https://www.ibmbigdatahub.com/blog/top-3-themes-winning-use-cases-data-science-and-ai
[1] https://stefanpfeiffer.blog/2019/04/17/zurueck-zu-den-wurzeln-zur-zukunft-mit-domino-und-notes-thinkatibm-dnug46/
[1] https://cxokurator.com/2019/04/12/kunstliche-intelligenz-verandert-die-arbeit/
[1] https://cxokurator.com/2019/04/17/wer-transformiert-setzt-auf-die-cloud/
[1] https://twitter.com/GTenten/status/1115929689254703104
[1] https://www.ibm.com/account/reg/de-de/signup?formid=urx-36926

Top URLs in Tweet in G8:
[1] https://www.ibm.com/de-de/events/thinkatibm/events/index.html?cm_mmc=OwnedTwitter&social_post=2226118293&fst=Learn&linkId=65590445
[1] https://www.ibm.com/de-de/events/thinkatibm/events/index.html?cm_mmc=OwnedTwitter&social_post=2226118291&fst=Learn&linkId=65590443
[1] http://feedproxy.google.com/~r/DigitalNaiv/~3/Fdedh45hfS8/?utm_source=dlvr.it&utm_medium=twitter
[1] http://feedproxy.google.com/~r/DigitalNaiv/~3/veTFWwqY4Gg/?utm_source=dlvr.it&utm_medium=twitter
[1] http://feedproxy.google.com/~r/DigitalNaiv/~3/DR5ito2hFqM/?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[84] ibm.com
[18] twitter.com
[8] stefanpfeiffer.blog
[7] lnkd.in
[7] serving-sys.com
[4] wordpress.com
[3] ibm.biz
[3] google.com
[2] meetup.com
[2] cxokurator.com

Top Domains in Tweet in G1:
[40] ibm.com
[9] twitter.com
[2] lnkd.in
[2] stefanpfeiffer.blog
[1] ibm.biz
[1] xing.com

Top Domains in Tweet in G2:
[25] ibm.com
[4] lnkd.in
[1] meetup.com
[1] ibm.biz
[1] twitter.com

Top Domains in Tweet in G3:
[7] ibm.com
[7] serving-sys.com
[2] twitter.com
[1] ibm.biz
[1] wordpress.com

Top Domains in Tweet in G5:
[4] ibm.com
[2] twitter.com
[1] lnkd.in
[1] wordpress.com

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

Top Domains in Tweet in G7:
[6] stefanpfeiffer.blog
[3] twitter.com
[2] wordpress.com
[2] cxokurator.com
[2] ibm.com
[1] ibmbigdatahub.com

Top Domains in Tweet in G8:
[3] google.com
[2] ibm.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[307] thinkatibm
[210] ibm
[207] berlin
[90] germany
[78] think
[53] smm
[51] ibmsystems
[44] cto
[42] ai
[37] ibmtechu



Top Hashtags in Tweet in G1:
[124] thinkatibm
[94] berlin
[92] ibm
[53] germany
[39] think
[26] ibmsystems
[21] smm
[18] ai
[18] cto
[14] ibmtechu

Top Hashtags in Tweet in G2:
[76] thinkatibm
[67] ibm
[61] berlin
[31] smm
[30] think
[28] germany
[26] cto
[25] ibmsystems
[19] proudibmer
[18] ibmtechu

Top Hashtags in Tweet in G3:
[39] thinkatibm
[29] berlin
[21] ibm
[8] journeytocloud
[5] cloud
[4] datascience
[4] datacenter
[3] ai
[3] cognitiveenterprise
[2] data

Top Hashtags in Tweet in G4:
[17] graphene
[13] emergingtech
[13] enterprise
[5] thinkatibm
[5] ibm
[4] berlin
[3] think
[3] germany
[2] ai
[1] technology

Top Hashtags in Tweet in G5:
[16] thinkatibm
[10] ibm
[10] berlin
[3] germany
[3] letsputsmarttowork
[2] hrfestival
[2] rp19
[2] ibmtechu
[1] think
[1] cybersecurity

Top Hashtags in Tweet in G6:
[22] thinkatibm
[15] innovation
[11] ibm
[7] cloud
[7] berlin
[6] ai
[4] bikiniberlin
[4] security
[3] germany
[3] think

Top Hashtags in Tweet in G7:
[20] thinkatibm
[7] berlindwm
[6] ki
[6] hr
[4] ibm
[3] ai
[3] meetup
[3] cloud
[2] security
[2] event

Top Hashtags in Tweet in G8:
[5] thinkatibm
[2] berlin
[2] journeytocloud
[2] cognitiveenterprise
[2] berlindwm
[1] dnug46
[1] ki
[1] hr

Top Words
Top Words in Tweet in Entire Graph:
[121] Words in Sentiment List#1: Positive
[100] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8753] Non-categorized Words
[8974] Total Words
[307] #thinkatibm
[207] #ibm
[207] #berlin
[176] ibm
[171] 2019

Top Words in Tweet in G1:
[124] #thinkatibm
[94] #berlin
[94] ibm
[94] 2019
[91] #ibm
[73] summit
[70] infrastructure
[60] thomas_harrer
[53] #germany
[42] topcybernews

Top Words in Tweet in G2:
[76] #thinkatibm
[66] #ibm
[61] #berlin
[61] ibm
[54] 2019
[41] summit
[40] infrastructure
[31] #smm
[30] #think
[30] ibmsystems

Top Words in Tweet in G3:
[44] sie
[39] #thinkatibm
[29] #berlin
[22] ibmdeutschland
[22] pop
[22] up
[21] #ibm
[20] experience
[17] sich
[17] berlin

Top Words in Tweet in G4:
[37] topcybernews
[30] mikequindazzi
[17] #graphene
[17] make
[17] computer
[17] 1000
[17] times
[17] faster
[17] wef
[17] mt

Top Words in Tweet in G5:
[16] #thinkatibm
[10] #ibm
[10] #berlin
[6] 20
[6] gt
[5] berlin
[5] ibm
[5] mai
[4] pop
[4] up

Top Words in Tweet in G6:
[22] #thinkatibm
[15] #innovation
[14] doors
[13] 6
[11] #ibm
[11] 37
[11] days
[11] go
[11] much
[11] looking

Top Words in Tweet in G7:
[20] #thinkatibm
[19] berlin
[7] wer
[7] #berlindwm
[6] juni
[6] übernimmt
[6] verantwortung
[6] #ki
[6] #hr
[5] digitalnaiv

Top Words in Tweet in G8:
[6] sie
[5] #thinkatibm
[2] freuen
[2] uns
[2] ab
[2] ende
[2] mai
[2] unserer
[2] einzigartigen
[2] pop

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[119] infrastructure,summit
[102] summit,2019
[93] 2019,#berlin
[90] #berlin,#germany
[84] pop,up
[74] up,experience
[72] #ibm,infrastructure
[54] #think,#thinkatibm
[49] think,ibm
[48] ibm,infrastructure

Top Word Pairs in Tweet in G1:
[70] infrastructure,summit
[56] 2019,#berlin
[55] summit,2019
[53] #berlin,#germany
[43] #ibm,infrastructure
[31] pop,up
[30] #think,#thinkatibm
[28] up,experience
[28] think,ibm
[27] ibm,infrastructure

Top Word Pairs in Tweet in G2:
[39] infrastructure,summit
[35] summit,2019
[29] 2019,#berlin
[28] #berlin,#germany
[22] #ibm,infrastructure
[19] ibmsystems,#ibmsystems
[18] ibm,infrastructure
[18] #think,#thinkatibm
[16] ibm,#think
[15] pop,up

Top Word Pairs in Tweet in G3:
[22] pop,up
[20] up,experience
[12] sie,sich
[11] innovationshub,#berlin
[10] freuen,uns
[10] ab,ende
[10] ende,mai
[10] experience,innovationshub
[9] uns,sie
[9] sie,ab

Top Word Pairs in Tweet in G4:
[17] topcybernews,#graphene
[17] #graphene,make
[17] make,computer
[17] computer,1000
[17] 1000,times
[17] times,faster
[17] faster,wef
[17] wef,mikequindazzi
[17] mikequindazzi,mt
[17] mt,ronald_vanloon

Top Word Pairs in Tweet in G5:
[4] pop,up
[4] up,experience
[4] gt,gt
[3] think,ibm
[3] bis,zum
[3] infrastructure,summit
[3] #berlin,#germany
[3] #ibm,#thinkatibm
[2] besuchen,sie
[2] sie,#ibm

Top Word Pairs in Tweet in G6:
[11] 37,days
[11] days,go
[11] go,much
[11] much,looking
[11] looking,forward
[11] forward,opening
[11] opening,doors
[11] doors,bikiniberlin
[11] bikiniberlin,6
[11] 6,weeks

Top Word Pairs in Tweet in G7:
[6] wer,übernimmt
[6] übernimmt,verantwortung
[6] #thinkatibm,#berlindwm
[6] #ki,#hr
[5] 14,juni
[5] verantwortung,#thinkatibm
[4] juni,berlin
[4] berlin,berlin
[4] berlin,fahren
[4] fahren,nach

Top Word Pairs in Tweet in G8:
[2] freuen,uns
[2] uns,sie
[2] sie,ab
[2] ab,ende
[2] ende,mai
[2] mai,unserer
[2] unserer,einzigartigen
[2] einzigartigen,#thinkatibm
[2] #thinkatibm,pop
[2] pop,up

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@topcybernews
@thomas_harrer
@ibm
@ibmdeutschland
@ibmsystems
@mikequindazzi
@gtenten
@petrabernhardt
@ibmeurope
@wef

Top Mentioned in G1:
@thomas_harrer
@ibm
@topcybernews
@ibmdeutschland
@ibmsystems
@ibmeurope
@gtenten
@mikequindazzi
@petrawalzde
@amartin171

Top Mentioned in G2:
@ibm
@thomas_harrer
@ibmsystems
@ibmdeutschland
@topcybernews
@ibmeurope
@petrabernhardt
@gtenten
@petrawalzde
@amartin171

Top Mentioned in G3:
@ibmdeutschland
@steffenbe
@s_stockamp
@petrabernhardt
@thomas_harrer
@datenbrake
@metz_anie
@ibmdeveloper
@christinapaulus
@carina

Top Mentioned in G4:
@topcybernews
@mikequindazzi
@wef
@ronald_vanloon
@fabriziobustama
@haroldsinnott
@insightbrief
@jobexpressuk
@thomas_harrer

Top Mentioned in G5:
@ibmdeutschland
@topcybernews
@hrinfosphere
@thomas_harrer
@ibm
@achimbrueck
@kolseb
@katha_pe
@haraldschirmer
@marc_habenicht

Top Mentioned in G6:
@bikiniberlin
@agnesheftberger
@gtenten
@amartin171
@a_ostertag
@lunkelhaeusser
@pinar_ci
@guelsenbs
@svensemet
@ibmdeutschland

Top Mentioned in G7:
@digitalnaiv
@svensemet
@derrichardadolf
@netzabine
@stephanenappo
@mvollmer1
@smaxion
@gsohn
@itsdilaracan
@petrastandl

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@calcaware
@entwistletx
@cnbc
@tendellshow
@spirosmargaris
@vesperuk
@wef
@topcybernews

Top Tweeters in G1:
@cnbc
@tendellshow
@topcybernews
@paula_piccard
@johnsnowai
@pierrepinna
@jesse731r
@chuckdbrooks
@tomhall
@ibmcloud

Top Tweeters in G2:
@spirosmargaris
@vesperuk
@adamsmets1
@offethhacker
@petrabernhardt
@ibmstorage
@ibmsystems
@analucia_b2b
@ibmz
@ibmpowersystems

Top Tweeters in G3:
@alimoha87150983
@ibmdeveloper
@balramkhan
@domainverkaufen
@carolaone
@vmgomezrodrigez
@hillofmaple
@schlauarbeiten
@verzeichnisebl
@caissarl

Top Tweeters in G4:
@sectest9
@chidambara09
@calcaware
@wef
@netclubj1
@ronald_vanloon
@haroldsinnott
@olilince
@insightbrief
@fabriziobustama

Top Tweeters in G5:
@sascha_p
@haraldschirmer
@svensemet
@tijenonaran
@udomeyer
@ibmwatson
@fleinsbach
@kolseb
@ewingo13
@katha_pe

Top Tweeters in G6:
@entwistletx
@patcong0303
@lunkelhaeusser
@jason_abdi
@amartin171
@annettehodapp
@cihansugur
@lois_mcwhorter
@bikiniberlin
@guelsenbs

Top Tweeters in G7:
@mvollmer1
@gsohn
@digitalnaiv
@fisher85m
@gartner_inc
@alecmcint
@netzabine
@barbaratraxler
@easterlakes
@cxokurator

Top Tweeters in G8:
@planetntf
@ibmch
@ibm_oesterreich