#IBMTechU, Twitter, 10/20/2019 8:38:36 PM, 213610


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#IBMTechU_2019-10-20_13-26-00.xlsx
#IBMTechU_2019-10-20_13-26-00.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 20, 2019
Short Description:
#IBMTechU via NodeXL http://bit.ly/2BqROlp
@thomas_harrer
@topcybernews
@cpetersen_cs
@ibm
@d_spurway
@ploaney
@adriennemcg1
@the_iron_monger
@wef
@evankirstel

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

Description:
Description
The graph represents a network of 631 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 20:26 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 41-minute period from Friday, 11 October 2019 at 17:32 UTC to Sunday, 20 October 2019 at 20:13 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
[15] 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:
[12] 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/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/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
[4] https://www.weforum.org/agenda/2019/07/the-japanese-philosophy-of-kaizen-can-reinvent-your-daily-routine?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[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://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 G2:
[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.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
[2] https://www.linkedin.com/slink?code=eHi4J9m
[2] https://www.youtube.com/watch?v=VVhvWeTVILU&feature=youtu.be


Top URLs in Tweet in G3:
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213435

Top URLs in Tweet in G7:
[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 G8:
[3] https://twitter.com/Thomas_Harrer
[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
[1] https://dy.si/bSNtn
[1] https://dy.si/7LUQo

Top URLs in Tweet in G9:
[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 G10:
[2] https://dy.si/oLiW6
[1] https://dy.si/FiuQsT2

Top Domains
Top Domains in Tweet in Entire Graph:
[75] nodexlgraphgallery.org
[59] ibm.com
[24] dy.si
[19] twitter.com
[10] youtube.com
[7] weforum.org
[5] linkedin.com
[4] cvent.com
[3] yahoo.com
[2] apple.news

Top Domains in Tweet in G1:
[47] ibm.com
[19] nodexlgraphgallery.org
[7] dy.si
[6] weforum.org
[4] twitter.com
[3] yahoo.com
[2] youtube.com
[2] interskill.com
[1] cvent.com
[1] destinationz.org

Top Domains in Tweet in G2:
[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] collabserv.com

Top Domains in Tweet in G3:
[31] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[2] twitter.com
[2] linkedin.com
[1] youtube.com

Top Domains in Tweet in G8:
[8] dy.si
[5] twitter.com
[3] youtube.com
[2] cvent.com
[1] linkedin.com

Top Domains in Tweet in G9:
[3] twitter.com
[1] ibm.com
[1] apple.com
[1] google.com

Top Domains in Tweet in G10:
[3] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[957] ibmtechu
[677] architectingthefuture
[527] ibm
[457] ibmsystems
[361] cto
[317] prague
[279] europe
[265] techu
[91] video
[86] smm



Top Hashtags in Tweet in G1:
[493] ibmtechu
[378] architectingthefuture
[300] ibm
[269] ibmsystems
[235] cto
[227] prague
[203] europe
[183] techu
[84] video
[77] smm

Top Hashtags in Tweet in G2:
[183] ibmtechu
[81] architectingthefuture
[78] ibm
[68] ibmsystems
[57] prague
[47] techu
[43] cto
[35] europe
[18] ai
[17] power9

Top Hashtags in Tweet in G3:
[138] architectingthefuture
[110] ibmtechu
[78] ibm
[76] ibmsystems
[38] iot
[36] graphene
[36] emergingtech
[36] 5g
[22] cto
[22] techu

Top Hashtags in Tweet in G4:
[47] ibmtechu
[43] architectingthefuture
[25] cto
[23] ibm
[21] ibmsystems
[19] europe
[18] techtrends
[12] innovation
[12] beijing
[12] zahahadid

Top Hashtags in Tweet in G5:
[33] architectingthefuture
[33] ibmtechu
[33] ibm
[32] cto
[26] dyk
[26] google
[6] ibmsystems
[6] hyperloop
[1] techu
[1] prague

Top Hashtags in Tweet in G6:
[1] ibmtechu
[1] ibmthink
[1] blueocean

Top Hashtags in Tweet in G7:
[27] ibmtechu
[7] ibmz
[6] ibmchampion
[5] mainframe
[5] techusydney
[4] aix
[3] ibmsystems
[3] powervc
[3] nerdherd
[3] fintech

Top Hashtags in Tweet in G8:
[28] ibmtechu
[13] ibm
[13] ibmsystems
[10] ibmz
[9] linuxone
[7] cloud
[7] data
[5] z15
[4] architectingthefuture
[4] cto

Top Hashtags in Tweet in G9:
[8] ibmtechu
[4] ibmpowersystems
[3] prague
[1] ibmi
[1] aix
[1] linux

Top Hashtags in Tweet in G10:
[8] ibmtechu

Top Words
Top Words in Tweet in Entire Graph:
[1684] Words in Sentiment List#1: Positive
[149] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[37110] Non-categorized Words
[38943] Total Words
[1296] #ibmtechu
[894] thomas_harrer
[878] #ibm
[829] #architectingthefuture
[763] #ibmsystems

Top Words in Tweet in G1:
[585] #ibmtechu
[461] #ibm
[457] thomas_harrer
[428] #ibmsystems
[407] #architectingthefuture
[361] #cto
[357] distinguished
[357] engineer
[343] #europe
[273] #prague

Top Words in Tweet in G2:
[309] #ibmtechu
[175] thomas_harrer
[153] #ibm
[141] #ibmsystems
[135] #prague
[130] #techu
[124] #cto
[121] #architectingthefuture
[97] 21
[97] #smm

Top Words in Tweet in G3:
[204] #architectingthefuture
[185] #ibmtechu
[167] thomas_harrer
[164] #ibm
[125] #ibmsystems
[108] evankirstel
[101] #cto
[99] #iot
[88] stephanenappo
[85] ty

Top Words in Tweet in G4:
[80] #ibmtechu
[60] #architectingthefuture
[57] thomas_harrer
[52] #ibm
[48] #cto
[39] #ibmsystems
[37] s
[35] distinguished
[35] engineer
[34] #security

Top Words in Tweet in G5:
[35] #ibmtechu
[34] thomas_harrer
[34] #ibm
[33] #architectingthefuture
[33] distinguished
[33] engineer
[33] #cto
[33] ty
[32] mt
[32] frronconi

Top Words in Tweet in G6:
[2] going

Top Words in Tweet in G7:
[35] #ibmtechu
[18] sydney
[12] #ibmz
[11] training
[9] see
[9] #mainframe
[8] #ibmsystems
[7] mainframe
[7] #ibmchampion
[7] #techusydney

Top Words in Tweet in G8:
[28] #ibmtechu
[13] #ibm
[13] #ibmsystems
[11] prague
[10] #ibmz
[9] #linuxone
[7] #cloud
[7] #data
[6] 2019
[6] ibm

Top Words in Tweet in G9:
[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 G10:
[12] sydney
[8] #ibmtechu
[6] check
[6] out
[6] missed
[6] last
[6] year's
[6] come
[6] join
[6] year

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[695] #architectingthefuture,#ibmtechu
[582] distinguished,engineer
[561] #ibm,#ibmsystems
[536] #ibmsystems,#europe
[514] thomas_harrer,distinguished
[511] engineer,#cto
[498] #cto,#ibm
[396] #ibmtechu,thomas_harrer
[347] 21,25
[343] #ibmtechu,#techu

Top Word Pairs in Tweet in G1:
[364] #architectingthefuture,#ibmtechu
[357] distinguished,engineer
[342] #ibmsystems,#europe
[326] #ibm,#ibmsystems
[305] thomas_harrer,distinguished
[303] engineer,#cto
[283] #cto,#ibm
[220] #ibmtechu,thomas_harrer
[209] 21,25
[208] #ibmtechu,#techu

Top Word Pairs in Tweet in G2:
[94] 21,25
[91] #ibmsystems,#europe
[83] #architectingthefuture,#ibmtechu
[83] #ibmtechu,#techu
[82] distinguished,engineer
[73] thomas_harrer,distinguished
[73] #ibm,#ibmsystems
[72] engineer,#cto
[71] #cto,#ibm
[69] #techu,#prague

Top Word Pairs in Tweet in G3:
[159] #architectingthefuture,#ibmtechu
[118] #ibm,#ibmsystems
[85] #ibmtechu,#ibm
[71] distinguished,engineer
[66] #cto,#ibm
[66] wef,mikequindazzi
[65] #ibmsystems,#europe
[65] thomas_harrer,distinguished
[65] engineer,#cto
[57] #ibmtechu,thomas_harrer

Top Word Pairs in Tweet in G4:
[52] #architectingthefuture,#ibmtechu
[41] #cto,#ibm
[35] distinguished,engineer
[34] thomas_harrer,distinguished
[34] engineer,#cto
[33] #ibm,#ibmsystems
[33] #ibmsystems,#europe
[25] #ibmtechu,#techu
[24] #ibmtechu,thomas_harrer
[23] 21,25

Top Word Pairs in Tweet in G5:
[33] #architectingthefuture,#ibmtechu
[33] thomas_harrer,distinguished
[33] distinguished,engineer
[33] engineer,#cto
[33] #cto,#ibm
[32] #ibmtechu,thomas_harrer
[32] ty,mt
[32] frronconi,heinzvhoenen
[26] #ibm,#dyk
[26] #dyk,#google

Top Word Pairs in Tweet in G7:
[9] #ibmtechu,sydney
[9] #ibmz,#mainframe
[7] #ibmtechu,#techusydney
[6] mainframe,training
[6] #vios,#powervm
[5] world's,delivered
[4] g'day,#ibmtechu
[4] solution,center
[3] week,#ibmtechu
[3] data,protection

Top Word Pairs in Tweet in G8:
[7] #ibmtechu,prague
[7] #cloud,#data
[5] learn,leverage
[5] leverage,disruptive
[5] disruptive,technology
[5] technology,trends
[5] trends,cloud
[5] cloud,cognitive
[5] cognitive,#ibmtechu
[5] prague,#ibmz

Top Word Pairs in Tweet in G9:
[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 G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@topcybernews
@petrabernhardt
@blueexperts
@interskill
@ibm
@ibmpowersystems
@kimberlystorin
@marklbegbie
@adriennemcg1
@sarbjeetjohal

Top Replied-To in G1:
@topcybernews
@petrabernhardt
@blueexperts
@interskill
@ibm

Top Replied-To in G2:
@topcybernews
@petrabernhardt
@blueexperts
@kimberlystorin
@ibmpowersystems
@adriennemcg1

Top Replied-To in G6:
@sarbjeetjohal

Top Replied-To in G7:
@ibm

Top Replied-To in G9:
@marklbegbie

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

Top Mentioned in G1:
@thomas_harrer
@wef
@ibm
@haroldsinnott
@ibmsystems
@topcybernews
@evankirstel
@mikequindazzi
@blueexperts
@welcomeai

Top Mentioned in G2:
@thomas_harrer
@blueexperts
@topcybernews
@ibm
@ibmsystems
@wef
@evankirstel
@kressheiko
@ibmstorage
@ibmpowersystems

Top Mentioned in G3:
@thomas_harrer
@evankirstel
@stephanenappo
@domhalps
@wef
@mikequindazzi
@haroldsinnott
@fabriziobustama
@frronconi
@cnet

Top Mentioned in G4:
@thomas_harrer
@topcybernews
@gigadgets_
@evankirstel
@techinsider
@wef
@yahoofinance
@xiaomi
@haroldsinnott
@stephanenappo

Top Mentioned in G5:
@thomas_harrer
@frronconi
@heinzvhoenen
@welcomeai
@google
@topcybernews
@cnbc
@evankirstel
@wef
@haroldsinnott

Top Mentioned in G6:
@billmew
@andrewnebus
@matteastwood
@tcrawford
@stu
@ibm
@redhat
@dvellante
@rwang0
@furrier

Top Mentioned in G7:
@ibmchampions
@ttai426
@ceciliaclewis
@az990tony
@jovannaahadley
@didier_ibmer
@interskill
@ericschnatterly
@ibmsystems
@hmarleyallen

Top Mentioned in G9:
@mr_nmon
@d_spurway
@mjfordham
@alexgoodson01
@j_a_cruickshank
@stucunliffe
@jyotidodhia
@gilliandoc
@ibm

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

Top Tweeters in G1:
@nosqldigest
@calcaware
@nomoreslaves
@adnanserpen
@debraruh
@michaelpurvis64
@ssxman2
@martingaedt
@ganjasmokercb
@ernieschell

Top Tweeters in G2:
@chidambara09
@spirosmargaris
@tmmmarshall
@dinisguarda
@topcybernews
@xzpwedvhhh37i3c
@brianlinuxing
@hal_good
@maxim_mla
@cabanes

Top Tweeters in G3:
@arkangelscrap
@deejayiwan
@evankirstel
@josefer38693523
@cybersec_feeds
@mjoehlerich
@cnet
@iraqsurveys
@mikeargi
@vivekghosal

Top Tweeters in G4:
@yahoofinance
@2601manish
@acertijo
@biancaahonen
@iwanpiliang7
@bloggersatwork
@djimb3rry
@thetechnologytm
@2ndleprechaun
@spain_eu_dubai

Top Tweeters in G5:
@btzmedina
@cnbc
@julienramauge
@opprime_tv
@google
@lajusticierra
@edrc30
@hernangraffe
@neerajk_
@filmmakersgnxt

Top Tweeters in G6:
@richsimmondsza
@rwang0
@tamaramccleary
@billmew
@mthiele10
@tcrawford
@furrier
@alanlepo
@matteastwood
@sarbjeetjohal

Top Tweeters in G7:
@cgibbo
@ibmchampions
@eyshashirrine
@buccarellom
@powerhaguy
@az990tony
@viccross
@hmarleyallen
@mwalle
@ericschnatterly

Top Tweeters in G8:
@iam__network
@yuli_sidharta
@lars_fpetersson
@kemardali
@hdex
@aklyachkin
@dacrayfish42
@juls_upn
@husanlal16
@theguyinthehat4

Top Tweeters in G9:
@marklbegbie
@gilliandoc
@mr_nmon
@nixysug
@jyotidodhia
@power_gaz
@mjfordham
@stucunliffe
@adriennemcg1
@irnltd

Top Tweeters in G10:
@krish_nas
@twit2poo
@chithra_k_s
@lxavio
@bhalaji21297


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