#ThinkAtIBM, Twitter, 6/27/2019 5:20:11 PM, 201291


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#ThinkAtIBM_2019-06-27_10-10-24.xlsx
#ThinkAtIBM_2019-06-27_10-10-24.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 27, 2019
Short Description:
#ThinkAtIBM via NodeXL http://bit.ly/2FBks60
@thomas_harrer
@ronald_vanloon
@ibmdeutschland
@svensemet
@ibm
@stephanenappo
@digitalnaiv
@amartin171
@lunkelhaeusser
@bikiniberlin

Top hashtags:
#thinkatibm
#ibmpartner
#ai
#machinelearning
#artificialintelligence

Description:
Description
The graph represents a network of 988 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, 27 June 2019 at 17:11 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 52-minute period from Tuesday, 18 June 2019 at 00:14 UTC to Thursday, 27 June 2019 at 17:06 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 : 988
Unique Edges : 1972
Edges With Duplicates : 1800
Total Edges : 3772
Self-Loops : 222
Reciprocated Vertex Pair Ratio : 0.0369555653321601
Reciprocated Edge Ratio : 0.0712770470937633
Connected Components : 22
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 940
Maximum Edges in a Connected Component : 3715
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.008989
Graph Density : 0.00241704916956877
Modularity : 0.460989
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://www.facebook.com/IBMDeutschland/videos/348412095856376/
[10] https://www.ibm.com/de-de/events/thinkatibm/events/sap.html
[9] https://ichsagmal.com/2019/06/25/working-out-loud-und-mehr-thinkatibm-im-bikiniberlin-livestudio/
[8] https://www.ibm.com/de-de/events/thinkatibm/events/digitalindustry.html
[7] https://getmoovster.app/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199735
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152
[5] https://ichsagmal.com/2019/06/27/das-grosse-finale-im-bikiniberlin-thinkatibm-livestudio/
[5] https://twitter.com/i/broadcasts/1YqJDBLZNyzKV
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194765

Top URLs in Tweet in G1:
[10] https://www.ibm.com/de-de/events/thinkatibm/events/sap.html
[7] https://www.ibm.com/de-de/events/thinkatibm/events/digitalindustry.html
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199735
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194765
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200853
[4] https://twitter.com/i/moments/1143120218715295745
[2] https://www.ibm.com/case-studies/datev-systems-hardware-mainframe-cobol-tax?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+IBM+Z-_-WW_WW-_-DATEV+eG&cm_mmca1=000020YJ&cm_mmca2=10006489&2301903659&linkId=67218430
[2] https://twitter.com/Thomas_Harrer/status/1141417110322630656
[1] https://www.youtube.com/watch?v=_ni8edaiqpM&feature=youtu.be


Top URLs in Tweet in G2:
[1] https://www.ibm.com/de-de/events/thinkatibm/events/datadev.html
[1] https://twitter.com/Ronald_vanLoon/status/1138477218420678659
[1] http://tweetedtimes.com/rubenroa
[1] https://twitter.com/Ronald_vanLoon/status/1139157428086304768
[1] http://tweetedtimes.com/v/9144

Top URLs in Tweet in G3:
[20] https://www.facebook.com/IBMDeutschland/videos/348412095856376/
[9] https://ichsagmal.com/2019/06/25/working-out-loud-und-mehr-thinkatibm-im-bikiniberlin-livestudio/
[5] https://twitter.com/i/broadcasts/1YqJDBLZNyzKV
[5] https://www.youtube.com/watch?v=yODnqPFL8Qw&feature=youtu.be

[5] https://ichsagmal.com/2019/06/27/das-grosse-finale-im-bikiniberlin-thinkatibm-livestudio/
[4] https://twitter.com/gsohn/status/1143819171257638912
[4] https://www.youtube.com/watch?v=3wuAZy3xxQc&feature=youtu.be

[3] https://www.pscp.tv/w/1eaJbvmdQPRJX
[3] https://www.youtube.com/watch?v=wJPLgmv4xQc&feature=youtu.be

[3] https://stefanpfeiffer.blog/2019/06/18/zur-berliner-luft-und-zum-berliner-duft-mit-matthias-hartmann-livestudio-thinkatibm/

Top URLs in Tweet in G4:
[5] https://getmoovster.app/
[2] https://twitter.com/PHaubensak/status/1140959332894461952
[2] https://twitter.com/PHaubensak/status/1140979429490884609
[2] https://www.instagram.com/p/By4P_UCHAQ2/
[1] https://www.youtube.com/watch?v=GkLUAMEU8LU&es_p=9551110

[1] https://www.ibm.com/de-de/events/thinkatibm/index.html

Top URLs in Tweet in G5:
[5] http://max.techmahindra.com/IBMThink
[1] https://twitter.com/tech_mahindra/status/1141324246691356673
[1] https://www.ibm.com/de-de/events/thinkatibm/events/digitalindustry.html

Top URLs in Tweet in G7:
[1] https://think-livestudio.com/2019/06/06/23-tonnen-fuer-mehr-sicherheit-der-ibm-x-force-cyber-truck-und-security-summit/?linkId=68950882
[1] https://www.youtube.com/watch?v=GkLUAMEU8LU&feature=youtu.be

[1] https://www.sitsi.com/future-platform-based-insights-ibm-security-summit-2019
[1] http://feedproxy.google.com/~r/DigitalNaiv/~3/yRYH5ia94n8/?utm_source=dlvr.it&utm_medium=twitter
[1] http://feedproxy.google.com/~r/DigitalNaiv/~3/6Dxd7i-Gn3I/?utm_source=dlvr.it&utm_medium=twitter
[1] https://developer.ibm.com/callforcode/blogs/call-for-code-hackathon-in-bikini/

Top URLs in Tweet in G9:
[1] https://www.meetup.com/How-is-todays-IT-like/events/261449088/

Top URLs in Tweet in G10:
[1] https://www.ibm.com/de-de/events/thinkatibm/events/datadev.html?cm_mmc=Search_Google-_-xIBM+Events_xIBM+Geography+specific+Events-_-DE_IDA-_-+IBM++Event_Broad_&cm_mmca1=000035UZ&cm_mmca2=10001547

Top Domains
Top Domains in Tweet in Entire Graph:
[69] twitter.com
[47] ibm.com
[31] youtube.com
[23] nodexlgraphgallery.org
[20] ichsagmal.com
[20] facebook.com
[11] pscp.tv
[7] getmoovster.app
[5] stefanpfeiffer.blog
[5] think-livestudio.com

Top Domains in Tweet in G1:
[23] nodexlgraphgallery.org
[20] ibm.com
[13] twitter.com
[2] youtube.com
[1] cnbc.com

Top Domains in Tweet in G2:
[2] twitter.com
[2] tweetedtimes.com
[1] ibm.com

Top Domains in Tweet in G3:
[48] twitter.com
[25] youtube.com
[20] facebook.com
[20] ichsagmal.com
[14] ibm.com
[11] pscp.tv
[5] stefanpfeiffer.blog
[4] think-livestudio.com
[3] instagram.com
[3] computerwoche.de

Top Domains in Tweet in G4:
[5] getmoovster.app
[4] twitter.com
[2] instagram.com
[1] youtube.com
[1] ibm.com

Top Domains in Tweet in G5:
[5] techmahindra.com
[1] twitter.com
[1] ibm.com

Top Domains in Tweet in G7:
[2] google.com
[1] think-livestudio.com
[1] youtube.com
[1] sitsi.com
[1] ibm.com

Top Domains in Tweet in G9:
[1] meetup.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[962] thinkatibm
[559] ibmpartner
[551] ai
[398] machinelearning
[335] artificialintelligence
[240] google
[240] maths
[188] ibm
[180] datascience
[132] arts



Top Hashtags in Tweet in G1:
[324] ai
[313] artificialintelligence
[236] google
[236] maths
[125] thinkatibm
[113] machinelearning
[90] robots
[78] megatrends
[66] ibm
[66] robotics

Top Hashtags in Tweet in G2:
[500] ibmpartner
[285] thinkatibm
[272] machinelearning
[161] ai
[141] datascience
[121] arts
[121] creativity
[121] work
[121] birdsonmars
[107] bias

Top Hashtags in Tweet in G3:
[440] thinkatibm
[121] livestudio
[97] ibm
[78] wol
[56] berlin
[45] ai
[35] bikiniberlin
[35] ibmwol
[35] journeytocloud
[31] wolberlin

Top Hashtags in Tweet in G4:
[54] thinkatibm
[18] blockchain
[10] ibm
[9] iotexchange
[8] mobility
[8] industrylab
[7] watsoniot
[6] berlin
[5] ibmgarage
[4] bikiniberlin

Top Hashtags in Tweet in G5:
[14] ai
[13] techmnxt
[12] thinkatibm
[10] industry40
[9] blockchain
[9] cloud
[6] digitaltransformation
[2] mirana
[1] manufacturing
[1] berlin

Top Hashtags in Tweet in G6:
[17] donne
[17] stem
[17] rappresentativo
[1] consumatori
[1] thinkatibm
[1] thinksummit
[1] ibmstudiosmilano
[1] steamiamoci
[1] gendergap

Top Hashtags in Tweet in G7:
[16] thinkatibm
[5] ibm
[2] ai
[2] livestudio
[1] security
[1] ki
[1] cloud
[1] bikiniberlin
[1] iot
[1] braintree

Top Hashtags in Tweet in G8:
[6] kuenstlicheintelligenz
[5] ibmcloud
[5] ibm
[4] thinkatibm
[1] hr
[1] humanresourcemanagement
[1] ki
[1] ai
[1] learning
[1] analytics

Top Hashtags in Tweet in G9:
[4] thinkatibm
[4] bikiniberlin
[1] ibm

Top Hashtags in Tweet in G10:
[2] thinkatibm
[2] ibmwatson

Top Words
Top Words in Tweet in Entire Graph:
[501] Words in Sentiment List#1: Positive
[559] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[32426] Non-categorized Words
[33486] Total Words
[1230] ronald_vanloon
[962] #thinkatibm
[559] #ibmpartner
[551] #ai
[463] thomas_harrer

Top Words in Tweet in G1:
[447] thomas_harrer
[324] #ai
[313] #artificialintelligence
[240] ai
[238] google
[238] created
[238] maths
[238] already
[238] proved
[238] 1200

Top Words in Tweet in G2:
[1064] ronald_vanloon
[500] #ibmpartner
[285] #thinkatibm
[272] #machinelearning
[164] new
[161] #ai
[141] #datascience
[121] augments
[121] #arts
[121] #creativity

Top Words in Tweet in G3:
[440] #thinkatibm
[131] ibmdeutschland
[121] #livestudio
[99] #ibm
[94] gsohn
[78] #wol
[78] ronald_vanloon
[76] sie
[73] berlin
[62] bikiniberlin

Top Words in Tweet in G4:
[54] #thinkatibm
[24] berlin
[18] #blockchain
[16] summit
[15] blockchain
[10] #ibm
[9] #iotexchange
[8] #mobility
[8] dem
[8] #industrylab

Top Words in Tweet in G5:
[47] ibm
[43] tech_mahindra
[31] think
[26] berlin
[19] meet
[19] know
[19] visit
[14] more
[14] #ai
[13] #techmnxt

Top Words in Tweet in G6:
[18] per
[18] metà
[17] sono
[17] necessarie
[17] anche
[17] #donne
[17] nelle
[17] #stem
[17] non
[17] solo

Top Words in Tweet in G7:
[16] #thinkatibm
[8] berlin
[5] #ibm
[4] bikini
[3] ibm
[3] zum
[2] digital
[2] gt
[2] ai
[2] blockchain

Top Words in Tweet in G8:
[7] partner
[6] carina__kern
[6] geht
[6] s
[6] #kuenstlicheintelligenz
[6] #ibm
[5] weiter
[5] lenakkimmerle
[5] unser
[5] msg_group

Top Words in Tweet in G9:
[4] wonder
[4] career
[4] look
[4] join
[4] friday
[4] berlin
[4] #thinkatibm
[4] #bikiniberlin
[3] la_svenja

Top Words in Tweet in G10:
[4] watson
[4] studio
[2] training
[2] machine
[2] learning
[2] operationalize
[2] production
[2] deployments
[2] learnings
[2] #thinkatibm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[556] ronald_vanloon,#ibmpartner
[318] #ibmpartner,#thinkatibm
[242] google,created
[242] created,maths
[242] maths,ai
[242] ai,already
[242] already,proved
[242] proved,1200
[242] 1200,theorems
[241] theorems,welcomeai

Top Word Pairs in Tweet in G1:
[238] google,created
[238] created,maths
[238] maths,ai
[238] ai,already
[238] already,proved
[238] proved,1200
[238] 1200,theorems
[238] theorems,welcomeai
[236] welcomeai,#artificialintelligence
[236] #artificialintelligence,#google

Top Word Pairs in Tweet in G2:
[499] ronald_vanloon,#ibmpartner
[277] #ibmpartner,#thinkatibm
[140] #datascience,#machinelearning
[134] ronald_vanloon,#ai
[121] #ai,augments
[121] augments,#arts
[121] #arts,#creativity
[121] #creativity,#work
[121] #work,floriandohmann
[121] floriandohmann,#birdsonmars

Top Word Pairs in Tweet in G3:
[45] #thinkatibm,#livestudio
[38] #livestudio,#thinkatibm
[37] pop,up
[33] ibmdeutschland,gsohn
[29] up,experience
[26] #ibm,#thinkatibm
[26] ronald_vanloon,#ibmpartner
[25] bikini,berlin
[23] #thinkatibm,pop
[22] #thinkatibm,#bikiniberlin

Top Word Pairs in Tweet in G4:
[14] blockchain,summit
[11] #thinkatibm,blockchain
[11] summit,berlin
[5] moovster,solves
[5] solves,urban
[5] urban,#mobility
[5] #mobility,together
[5] together,#thinkatibm
[5] #thinkatibm,developed
[5] developed,#ibmgarage

Top Word Pairs in Tweet in G5:
[30] ibm,think
[24] think,berlin
[14] know,more
[12] visit,ibm
[9] alokep,intelligently
[9] intelligently,use
[9] use,#ai
[9] #ai,#cloud
[9] #cloud,meet
[9] meet,needs

Top Word Pairs in Tweet in G6:
[17] sono,necessarie
[17] necessarie,anche
[17] anche,#donne
[17] #donne,nelle
[17] nelle,#stem
[17] #stem,non
[17] non,solo
[17] solo,perché
[17] perché,è
[17] è,giusto

Top Word Pairs in Tweet in G7:
[2] bikini,berlin
[2] berlin,#thinkatibm
[2] #thinkatibm,berlin
[2] matthias,hartmann
[2] #thinkatibm,#ibm

Top Word Pairs in Tweet in G8:
[6] geht,s
[5] weiter,geht
[5] s,lenakkimmerle
[5] lenakkimmerle,unser
[5] unser,partner
[5] partner,msg_group
[5] msg_group,stellen
[5] stellen,vor
[5] vor,#ibmcloud
[5] #ibmcloud,#kuenstlicheintelligenz

Top Word Pairs in Tweet in G9:
[4] wonder,career
[4] career,look
[4] look,join
[4] join,friday
[4] friday,berlin
[4] berlin,#thinkatibm
[4] #thinkatibm,#bikiniberlin
[3] la_svenja,wonder

Top Word Pairs in Tweet in G10:
[4] watson,studio
[2] training,machine
[2] machine,learning
[2] learning,operationalize
[2] operationalize,production
[2] production,deployments
[2] deployments,watson
[2] studio,learnings
[2] tschaeck,#ibmwatson
[2] #ibmwatson,spills

Top Replied-To
Top Replied-To in Entire Graph:
@ibmdeutschland
@svenstueven
@yamanich
@steinbg
@netzabine
@carrefourfrance
@bmw
@amartin
@claudiaheussen
@tensorflow

Top Replied-To in G2:
@volkswagen
@tensorflow

Top Replied-To in G3:
@ibmdeutschland
@svenstueven
@yamanich
@steinbg
@netzabine
@mfriess
@claudiaheussen
@amartin
@lunkelhaeusser

Top Replied-To in G4:
@bmw
@carrefourfrance
@coolmischa

Top Mentioned
Top Mentioned in Entire Graph:
@ronald_vanloon
@thomas_harrer
@welcomeai
@ibmdeutschland
@floriandohmann
@mikequindazzi
@gsohn
@romeokienzler

Top Mentioned in G1:
@thomas_harrer
@welcomeai
@mikequindazzi
@stephanenappo
@telegraphtech
@topcybernews
@spirosmargaris
@ronald_vanloon
@wef
@ibmdeutschland

Top Mentioned in G2:
@ronald_vanloon
@floriandohmann
@romeokienzler
@m0mms
@volkswagen
@ibmdeutschland
@drangar

Top Mentioned in G3:
@gsohn
@ibmdeutschland
@bikiniberlin
@svenstueven
@digitalnaiv
@lunkelhaeusser
@gtenten
@yamanich
@alecmcint
@helmutoszvald

Top Mentioned in G4:
@schelpeter
@kkklawitter
@ibm_industrylab
@therab
@siemensde
@graemeknows
@kvgof_mbh
@door2doorhq
@ibmdeutschland
@annettehodapp

Top Mentioned in G5:
@tech_mahindra
@ibm
@alokep
@bnpatiluk
@winzyz
@prakharv10
@m_ahadev
@mayank0203
@mainframeguybs

Top Mentioned in G6:
@bottalara

Top Mentioned in G7:
@still_benn

Top Mentioned in G8:
@carina__kern
@lenakkimmerle
@msg_group
@valanticdigital
@kvdnews

Top Mentioned in G9:
@la_svenja

Top Mentioned in G10:
@tschaeck
@petrabaeuerle
@datanativescon

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@evankirstel
@gamergeeknews
@chidambara09
@andysugs
@geoff_deweaver
@ramikantari
@calcaware
@yusei59159
@infopronetwork

Top Tweeters in G1:
@sectest9
@evankirstel
@gamergeeknews
@chidambara09
@andysugs
@geoff_deweaver
@ramikantari
@calcaware
@yusei59159
@santchiweb

Top Tweeters in G2:
@infopronetwork
@mariuskarma
@ashot_
@3eani
@jmarinpu
@techpearce2
@keithkeller
@topstartupsusa
@mittens39
@machine_ml

Top Tweeters in G3:
@rldi_lamy
@bonnerblogs
@it_connection
@alimoha87150983
@murtezahackali
@sascha_p
@mynaedu
@ibmdeveloper
@srjf
@bernhard_herget

Top Tweeters in G4:
@therab
@dougonipcomm
@graemeknows
@carrefourfrance
@bmw
@prefec2
@kkklawitter
@christinepaulus
@beatew
@annaseacat

Top Tweeters in G5:
@deepindex
@cap
@tech_mahindra
@ibm
@benedicterios
@stefankmainfrm
@segwayinc
@winzyz
@db2forz
@simon_meredith

Top Tweeters in G6:
@ibmitalia
@isabellaceccari
@ppiac
@micheledacol
@p_delmonte
@poolindustriale
@giconfindustria
@mattiamacellari
@cpantoni
@bottalara

Top Tweeters in G7:
@still_benn
@sthielke
@olafh
@planetntf
@alexanderschir1
@unickels
@sasiepe
@spierceibm
@emrunde
@jan_klum

Top Tweeters in G8:
@smoopeservice
@lenakkimmerle
@valanticdigital
@msg_group
@carina__kern
@franklejahh
@__janina

Top Tweeters in G9:
@andysc
@tnsasse
@janlahmann
@la_svenja

Top Tweeters in G10:
@petrabaeuerle
@datanativescon
@juliannadelua
@tschaeck