#IBMTechU, Twitter, 10/20/2019 3:28:51 PM, 213565


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#IBMTechU_2019-10-20_08-19-04.xlsx
#IBMTechU_2019-10-20_08-19-04.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 20, 2019
Short Description:
#IBMTechU via NodeXL http://bit.ly/2N1WOSW
@thomas_harrer
@topcybernews
@cpetersen_cs
@ibm
@d_spurway
@the_iron_monger
@ploaney
@adriennemcg1
@wef
@evankirstel

Top hashtags:
#ibmtechu
#architectingthefuture
#ibm
#ibmsystems
#cto
#prague
#europe
#techu
#video
#ai

Description:
Description
The graph represents a network of 627 Twitter users whose recent tweets contained "#IBMTechU", 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 Sunday, 20 October 2019 at 15:19 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 6-minute period from Friday, 11 October 2019 at 12:11 UTC to Sunday, 20 October 2019 at 15:17 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[7] https://www.ibm.com/thought-leadership/institute-business-value/report/blockchain-principles
[5] https://www.ibm.com/downloads/cas/OXABPXWB?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-Hybrid+Multi-Cloud+&cm_mmca1=000019DR&cm_mmca2=10001909&linkId=74723664
[5] https://www.ibm.com/blockchain/what-is-blockchain?cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-09302019+What+Is+Blockchain+Twitter&cm_mmca1=000020YK&cm_mmca2=10005803&linkId=74778878
[5] https://www.ibm.com/thought-leadership/institute-business-value/report/closing-skills-gap
[5] https://www.ibm.com/thought-leadership/institute-business-value/report/auto-2030
[5] https://www.ibm.com/blogs/systems/3-things-to-do-in-q3-to-get-ready-for-ai/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-audience+AI&cm_mmca1=000019DR&cm_mmca2=10001909

Top URLs in Tweet in G1:
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433

Top URLs in Tweet in G2:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[7] https://www.ibm.com/thought-leadership/institute-business-value/report/blockchain-principles
[5] https://www.ibm.com/blogs/systems/ibm-storage-a-leader-in-2019-magic-quadrant-for-distributed-file-systems-and-object-storage-again/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-GartnerDistributedMQBlog-10082019&cm_mmca1=000036TL&&linkId=74962806
[5] https://www.ibm.com/blogs/systems/3-things-to-do-in-q3-to-get-ready-for-ai/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-audience+AI&cm_mmca1=000019DR&cm_mmca2=10001909
[5] https://www.ibm.com/thought-leadership/institute-business-value/report/closing-skills-gap
[5] https://www.ibm.com/thought-leadership/institute-business-value/report/auto-2030
[5] https://www.ibm.com/blockchain/what-is-blockchain?cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-09302019+What+Is+Blockchain+Twitter&cm_mmca1=000020YK&cm_mmca2=10005803&linkId=74778878
[4] https://www.ibm.com/blogs/blockchain/2019/09/ibm-blockchain-platform-meets-red-hat-openshift/?cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-09242019+OpenShift+Announce+Tweet&cm_mmca1=000026VG&cm_mmca2=10005805
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[3] https://www.ibm.com/it-infrastructure/us-en/resources/linuxone/client-system-integration/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+LinuxONE-_-WW_WW-_-Sept+Sigmo&cm_mmca1=000001BT&cm_mmca2=10012363&linkId=74817250#phoenix

Top URLs in Tweet in G3:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[4] https://dy.si/7tpEi
[3] https://www.ibm.com/downloads/cas/OXABPXWB?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-Hybrid+Multi-Cloud+&cm_mmca1=000019DR&cm_mmca2=10001909&linkId=74723664
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213435
[2] https://www.youtube.com/watch?v=VVhvWeTVILU&feature=youtu.be

[2] https://www.linkedin.com/slink?code=eHi4J9m
[2] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=WEB36CSL2GOEUM2K&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Power-_-WW_WW-_-IBM-TechU-Prague-Power-Systems&cm_mmca1=000001AF&cm_mmca2=10001909&linkId=74641254

Top URLs in Tweet in G5:
[2] https://twitter.com/DouglasGibbsIBM/status/1182363957463400448
[1] https://www.youtube.com/watch?v=zbb4-_YFRo8&feature=youtu.be

[1] https://www.linkedin.com/slink?code=fDK4TPP
[1] https://www.linkedin.com/slink?code=f9qsyah

Top URLs in Tweet in G7:
[3] https://twitter.com/Thomas_Harrer
[1] https://dy.si/TxFBoB2
[1] https://www.youtube.com/watch?v=pDWjE3zFPwA

[1] https://www.youtube.com/watch?v=nYPYYtY-nak&feature=youtu.be

[1] https://www.youtube.com/watch?v=VVhvWeTVILU&feature=youtu.be

[1] https://www.linkedin.com/slink?code=e6N2c_j
[1] https://twitter.com/fincherjc/status/1184408748472844288
[1] https://twitter.com/baysnet/status/1184636038913785857
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,e8cac6dd-a9b8-4f4e-ae2f-a91eb4be82c6&lang=en&sms=2&cn=x_d-Ej0s4UODIyymwDEJjw
[1] https://dy.si/yj2w3

Top URLs in Tweet in G8:
[1] https://twitter.com/power_gaz/status/1181598145790255105
[1] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=WEB36CSL2GOEUM2K
[1] https://twitter.com/Thomas_Harrer/status/1182951145968459777
[1] https://itunes.apple.com/gb/app/ibm-techu-agenda-guide/id1293773924?mt=8
[1] https://play.google.com/store/apps/details?id=com.ibm.systems.techuagenda&hl=en
[1] https://twitter.com/sean_f/status/1185295603099754499

Top URLs in Tweet in G9:
[2] https://dy.si/oLiW6
[1] https://dy.si/FiuQsT2

Top URLs in Tweet in G10:
[1] http://www.mainline.com/blog
[1] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=E8T2JWLJWX4RGP6K

Top Domains
Top Domains in Tweet in Entire Graph:
[73] nodexlgraphgallery.org
[59] ibm.com
[25] dy.si
[19] twitter.com
[10] youtube.com
[6] weforum.org
[5] linkedin.com
[4] cvent.com
[2] apple.news
[2] interskill.com

Top Domains in Tweet in G1:
[31] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[47] ibm.com
[20] nodexlgraphgallery.org
[7] dy.si
[5] weforum.org
[4] twitter.com
[2] yahoo.com
[2] youtube.com
[2] interskill.com
[1] cvent.com
[1] destinationz.org

Top Domains in Tweet in G3:
[22] nodexlgraphgallery.org
[8] ibm.com
[6] dy.si
[5] twitter.com
[4] youtube.com
[2] linkedin.com
[2] apple.news
[1] weforum.org
[1] sparkol.com
[1] afternic.com

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

Top Domains in Tweet in G7:
[9] dy.si
[5] twitter.com
[3] youtube.com
[2] cvent.com
[1] linkedin.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] ibm.com
[1] apple.com
[1] google.com

Top Domains in Tweet in G9:
[3] dy.si

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[948] ibmtechu
[662] architectingthefuture
[519] ibm
[463] ibmsystems
[342] cto
[305] prague
[276] europe
[253] techu
[85] video
[83] ai



Top Hashtags in Tweet in G1:
[207] architectingthefuture
[180] ibmtechu
[87] ibm
[87] ibmsystems
[76] prague
[60] techu
[48] cto
[36] iot
[34] graphene
[34] emergingtech

Top Hashtags in Tweet in G2:
[472] ibmtechu
[351] architectingthefuture
[332] ibm
[281] ibmsystems
[237] cto
[202] europe
[172] prague
[148] techu
[78] video
[74] smm

Top Hashtags in Tweet in G3:
[182] ibmtechu
[81] architectingthefuture
[75] ibm
[68] ibmsystems
[50] prague
[43] cto
[42] techu
[35] europe
[23] power9
[18] ibmchampion

Top Hashtags in Tweet in G4:
[2] ibmtechu
[1] ibmthink
[1] blueocean

Top Hashtags in Tweet in G5:
[30] ibmtechu
[7] ibmz
[6] ibmchampion
[5] mainframe
[5] techusydney
[4] aix
[3] ibmsystems
[3] powervc
[3] nerdherd
[3] fintech

Top Hashtags in Tweet in G6:
[19] architectingthefuture
[19] ibmtechu
[10] cto
[10] ibm
[10] ibmsystems
[10] europe
[7] techtrends
[7] megatrends
[7] ai
[7] artificialintelligence

Top Hashtags in Tweet in G7:
[29] ibmtechu
[13] ibm
[13] ibmsystems
[10] ibmz
[9] linuxone
[7] cloud
[7] data
[5] z15
[4] architectingthefuture
[4] cto

Top Hashtags in Tweet in G8:
[8] ibmtechu
[4] ibmpowersystems
[3] prague
[1] ibmi
[1] aix
[1] linux

Top Hashtags in Tweet in G9:
[8] ibmtechu

Top Hashtags in Tweet in G10:
[4] ibmtechu
[2] power9
[2] ibmz
[1] ibmchampion
[1] wearethechampions
[1] mainlineproud
[1] ibmstorage

Top Words
Top Words in Tweet in Entire Graph:
[1642] Words in Sentiment List#1: Positive
[159] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[36894] Non-categorized Words
[38695] Total Words
[1288] #ibmtechu
[879] thomas_harrer
[858] #ibm
[811] #architectingthefuture
[761] #ibmsystems

Top Words in Tweet in G1:
[270] #architectingthefuture
[252] #ibmtechu
[232] thomas_harrer
[229] #ibm
[195] #ibmsystems
[161] #cto
[137] wef
[132] haroldsinnott
[131] #europe
[131] distinguished

Top Words in Tweet in G2:
[601] #ibmtechu
[451] thomas_harrer
[449] #ibm
[398] #architectingthefuture
[385] #ibmsystems
[337] #cto
[326] distinguished
[326] engineer
[286] #europe
[244] #smm

Top Words in Tweet in G3:
[309] #ibmtechu
[173] thomas_harrer
[147] #ibm
[139] #ibmsystems
[130] #prague
[126] #techu
[120] #cto
[119] #architectingthefuture
[97] #smm
[95] 21

Top Words in Tweet in G4:
[2] #ibmtechu
[2] going

Top Words in Tweet in G5:
[38] #ibmtechu
[18] sydney
[13] training
[12] #ibmz
[10] see
[9] #mainframe
[8] #ibmsystems
[7] mainframe
[7] #ibmchampion
[7] #techusydney

Top Words in Tweet in G6:
[20] #architectingthefuture
[20] #ibmtechu
[19] thomas_harrer
[19] distinguished
[19] engineer
[19] #cto
[19] #ibm
[19] #ibmsystems
[19] #europe
[19] #video

Top Words in Tweet in G7:
[29] #ibmtechu
[13] #ibm
[13] #ibmsystems
[10] prague
[10] #ibmz
[9] #linuxone
[7] learn
[7] #cloud
[7] #data
[6] leverage

Top Words in Tweet in G8:
[8] #ibmtechu
[4] agenda
[4] sessions
[4] #ibmpowersystems
[3] mr_nmon
[3] #prague
[2] lots
[2] marklbegbie
[2] looking
[2] forward

Top Words in Tweet in G9:
[12] sydney
[8] #ibmtechu
[6] check
[6] out
[6] missed
[6] last
[6] year's
[6] come
[6] join
[6] year

Top Words in Tweet in G10:
[5] ibm
[5] #ibmtechu
[3] tech
[3] u
[2] #power9
[2] spending
[2] time
[2] customers
[2] vegas
[2] learning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[679] #architectingthefuture,#ibmtechu
[562] #ibm,#ibmsystems
[560] distinguished,engineer
[527] #ibmsystems,#europe
[488] thomas_harrer,distinguished
[485] engineer,#cto
[469] #cto,#ibm
[384] #ibmtechu,thomas_harrer
[336] #ibmtechu,#techu
[336] 21,25

Top Word Pairs in Tweet in G1:
[222] #architectingthefuture,#ibmtechu
[188] #ibm,#ibmsystems
[131] #ibmsystems,#europe
[131] distinguished,engineer
[126] thomas_harrer,distinguished
[126] engineer,#cto
[126] #cto,#ibm
[107] attend,#architectingthefuture
[91] #ibmtechu,#ibm
[76] 21,25

Top Word Pairs in Tweet in G2:
[351] #architectingthefuture,#ibmtechu
[326] distinguished,engineer
[284] #ibmsystems,#europe
[278] #ibm,#ibmsystems
[268] thomas_harrer,distinguished
[266] engineer,#cto
[251] #cto,#ibm
[246] #ibmtechu,thomas_harrer
[188] #ibmtechu,#techu
[164] 21,25

Top Word Pairs in Tweet in G3:
[92] 21,25
[89] #ibmsystems,#europe
[84] #ibmtechu,#techu
[82] #architectingthefuture,#ibmtechu
[80] distinguished,engineer
[73] #ibm,#ibmsystems
[71] thomas_harrer,distinguished
[70] #techu,#prague
[70] engineer,#cto
[69] #cto,#ibm

Top Word Pairs in Tweet in G5:
[9] #ibmtechu,sydney
[9] #ibmz,#mainframe
[7] #ibmtechu,#techusydney
[6] mainframe,training
[6] #vios,#powervm
[5] solution,center
[5] world's,delivered
[4] hope,see
[4] g'day,#ibmtechu
[3] week,#ibmtechu

Top Word Pairs in Tweet in G6:
[20] #architectingthefuture,#ibmtechu
[19] thomas_harrer,distinguished
[19] distinguished,engineer
[19] engineer,#cto
[19] #cto,#ibm
[19] #ibm,#ibmsystems
[19] #ibmsystems,#europe
[17] #ibmtechu,thomas_harrer
[10] #europe,#futureofwork
[10] #futureofwork,#cognition

Top Word Pairs in Tweet in G7:
[7] #ibmtechu,prague
[7] #cloud,#data
[6] learn,leverage
[6] leverage,disruptive
[6] disruptive,technology
[6] technology,trends
[6] trends,cloud
[6] cloud,cognitive
[6] cognitive,#ibmtechu
[5] prague,#ibmz

Top Word Pairs in Tweet in G8:
[2] looking,forward
[2] checked,662
[2] 662,sessions
[2] sessions,#ibmtechu
[2] #ibmtechu,#prague
[2] #prague,plus
[2] plus,repeats
[2] repeats,still
[2] still,time
[2] time,register

Top Word Pairs in Tweet in G9:
[6] check,out
[6] out,missed
[6] missed,last
[6] last,year's
[6] year's,#ibmtechu
[6] #ibmtechu,sydney
[6] sydney,come
[6] come,join
[6] join,year
[6] year,sydney

Top Word Pairs in Tweet in G10:
[3] ibm,tech
[3] tech,u
[2] spending,time
[2] time,customers
[2] customers,ibm
[2] u,vegas
[2] vegas,learning
[2] learning,ibm
[2] ibm,storage
[2] storage,software

Top Replied-To
Top Replied-To in Entire Graph:
@topcybernews
@petrabernhardt
@blueexperts
@interskill
@ibm
@ibmpowersystems
@kimberlystorin
@marklbegbie
@adriennemcg1
@sarbjeetjohal

Top Replied-To in G2:
@topcybernews
@petrabernhardt
@blueexperts
@interskill
@ibm

Top Replied-To in G3:
@topcybernews
@petrabernhardt
@blueexperts
@kimberlystorin
@ibmpowersystems
@adriennemcg1

Top Replied-To in G4:
@sarbjeetjohal

Top Replied-To in G5:
@ibm

Top Replied-To in G8:
@marklbegbie

Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@wef
@evankirstel
@haroldsinnott
@ibm
@topcybernews
@stephanenappo
@mikequindazzi
@frronconi
@domhalps

Top Mentioned in G1:
@thomas_harrer
@wef
@haroldsinnott
@evankirstel
@stephanenappo
@domhalps
@mikequindazzi
@fabriziobustama
@cnet
@mvollmer1

Top Mentioned in G2:
@thomas_harrer
@ibm
@wef
@topcybernews
@ibmsystems
@evankirstel
@frronconi
@welcomeai
@haroldsinnott
@blueexperts

Top Mentioned in G3:
@thomas_harrer
@blueexperts
@topcybernews
@ibm
@wef
@ibmsystems
@evankirstel
@kressheiko
@stephanenappo
@sean_f

Top Mentioned in G4:
@billmew
@andrewnebus
@matteastwood
@tcrawford
@stu
@ibm
@redhat
@dvellante
@rwang0
@furrier

Top Mentioned in G5:
@ibmchampions
@ttai426
@ceciliaclewis
@az990tony
@jovannaahadley
@didier_ibmer
@interskill
@ericschnatterly
@ibmsystems
@hmarleyallen

Top Mentioned in G6:
@thomas_harrer
@futurism
@mikequindazzi
@wef
@haroldsinnott
@gigadgets_

Top Mentioned in G8:
@mr_nmon
@d_spurway
@mjfordham
@alexgoodson01
@j_a_cruickshank
@stucunliffe
@jyotidodhia
@gilliandoc
@ibm

Top Mentioned in G10:
@omnilil07
@rsm_partners
@rongordon

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@nosqldigest
@deejayiwan
@evankirstel
@chidambara09
@josefer38693523
@btzmedina
@santchiweb
@iam__network
@richsimmondsza

Top Tweeters in G1:
@deejayiwan
@evankirstel
@josefer38693523
@nomoreslaves
@cybersec_feeds
@mjoehlerich
@cnet
@michaelpurvis64
@ssxman2
@martingaedt

Top Tweeters in G2:
@arkangelscrap
@nosqldigest
@btzmedina
@calcaware
@cnbc
@adnanserpen
@debraruh
@julienramauge
@brinelac
@yahoofinance

Top Tweeters in G3:
@chidambara09
@spirosmargaris
@tmmmarshall
@dinisguarda
@topcybernews
@xzpwedvhhh37i3c
@brianlinuxing
@hal_good
@thetechnologytm
@maxim_mla

Top Tweeters in G4:
@richsimmondsza
@rwang0
@tamaramccleary
@billmew
@mthiele10
@tcrawford
@furrier
@alanlepo
@matteastwood
@sarbjeetjohal

Top Tweeters in G5:
@cgibbo
@ibmchampions
@eyshashirrine
@buccarellom
@powerhaguy
@az990tony
@viccross
@hmarleyallen
@mwalle
@ericschnatterly

Top Tweeters in G6:
@sminaev2015
@wboricua98
@fca_hq
@bookgrizznow
@futurism
@dak970
@hkeem1
@anoukdarby
@monica25101990
@hedonie77

Top Tweeters in G7:
@iam__network
@yuli_sidharta
@pradeepkr25
@ju5t_v151t1ng
@lars_fpetersson
@kemardali
@hdex
@dacrayfish42
@husanlal16
@theguyinthehat4

Top Tweeters in G8:
@marklbegbie
@gilliandoc
@mr_nmon
@nixysug
@jyotidodhia
@power_gaz
@mjfordham
@stucunliffe
@adriennemcg1
@irnltd

Top Tweeters in G9:
@krish_nas
@twit2poo
@chithra_k_s
@lxavio
@bhalaji21297

Top Tweeters in G10:
@rfeio
@rsm_partners
@mainlineinfosys
@omnilil07
@rongordon


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