#IBMTechU, Twitter, 10/21/2019 8:16:14 AM, 213662


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#IBMTechU_2019-10-21_01-09-35.xlsx
#IBMTechU_2019-10-21_01-09-35.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 21, 2019
Short Description:
#IBMTechU via NodeXL http://bit.ly/2qwjumV
@topcybernews
@cpetersen_cs
@ploaney
@the_iron_monger
@stephanenappo
@apollonaught1
@d_spurway
@openmfproject
@adriennemcg1
@bobby_gratz

Top hashtags:
#ibmtechu
#architectingthefuture
#ibm
#ibmsystems
#techu
#ibmz
#prague

Description:
Description
The graph represents a network of 280 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 Monday, 21 October 2019 at 08:09 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 16-minute period from Saturday, 12 October 2019 at 09:52 UTC to Monday, 21 October 2019 at 08:09 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:
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[4] https://dy.si/7tpEi
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[3] https://twitter.com/Thomas_Harrer
[3] https://www.youtube.com/watch?v=VVhvWeTVILU&feature=youtu.be

[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
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[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 G1:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[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=213434
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[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.ibm.com/training/events/prague2019?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-PragueTechU-10092019&cm_mmca1=000036TL&&linkId=75020450
[2] https://www.linkedin.com/slink?code=eHi4J9m
[2] https://www.youtube.com/watch?v=VVhvWeTVILU&feature=youtu.be


Top URLs in Tweet in G2:
[26] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433

Top URLs in Tweet in G3:
[1] https://www.idug.org/emea
[1] https://www.openmainframeproject.org/event/devops-enterprise-summit-las-vegas-2019

Top URLs in Tweet in G4:
[1] https://twitter.com/TopCyberNews/status/1186035301745074185
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[1] https://www.sparkol.com/en/blog/the-winning-recipe-why-is-the-great-british-bake-off-so-popular
[1] https://twitter.com/jenniferbrown/status/1184275307135676416
[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
[1] https://twitter.com/power_gaz/status/1181598145790255105

Top URLs in Tweet in G5:
[3] https://dy.si/7tpEi
[2] https://twitter.com/DouglasGibbsIBM/status/1182363957463400448
[1] https://twitter.com/TopCyberNews/status/1185309216262766594
[1] https://twitter.com/power_gaz/status/1182970035935088641
[1] https://twitter.com/DouglasGibbsIBM/status/1185887115802009600
[1] https://twitter.com/tappehl/status/1186000602188468226
[1] https://twitter.com/TopCyberNews/status/1186016168563396611
[1] https://twitter.com/DouglasGibbsIBM/status/1185925038119227392
[1] https://www.youtube.com/watch?v=zbb4-_YFRo8&feature=youtu.be

[1] https://www.youtube.com/watch?v=aVAE1Hfh844&feature=youtu.be


Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434

Top URLs in Tweet in G7:
[2] https://twitter.com/DTenaerts_BE/status/1182802464036098048
[1] https://www.ibm.com/training/events/sydney2019
[1] https://www.youtube.com/watch?v=zbb4-_YFRo8&feature=youtu.be

[1] http://www.cvent.com/events/2019-sydney-ibm-systems-technical-university/event-summary-384dd62c910547bca13b00237cae4807.aspx?lang=en&sms=2
[1] https://www.interskill.com/course-catalog/by-curriculum.html
[1] https://www.interskill.com/mainframe-coaching.html
[1] http://destinationz.org/Community/Evangelizing-Mainframe/September-2017/How-the-IBM-Open-Badge-Program-Is-Transforming-Wor
[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
[2] https://dy.si/XJ1Nit
[2] https://dy.si/bSNtn
[2] https://dy.si/7LUQo
[2] https://dy.si/XEh6Q
[2] https://dy.si/sJnRa
[2] https://dy.si/sAG9X
[2] https://dy.si/BQmEd
[2] https://dy.si/yj2w3
[1] https://www.youtube.com/watch?v=nYPYYtY-nak&feature=youtu.be


Top URLs in Tweet in G9:
[1] https://ibmtechu.com/cgi-bin/cmsv2/aptresults.cgi?myevent=LasVegas2019&doit=Search&search=kim

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:
[48] nodexlgraphgallery.org
[26] dy.si
[20] twitter.com
[14] ibm.com
[9] youtube.com
[6] linkedin.com
[3] cvent.com
[2] apple.news
[2] interskill.com
[2] broadcom.com

Top Domains in Tweet in G1:
[17] nodexlgraphgallery.org
[10] ibm.com
[3] linkedin.com
[2] youtube.com
[2] apple.news
[1] collabserv.com
[1] dy.si
[1] afternic.com
[1] twitter.com
[1] cio.com

Top Domains in Tweet in G2:
[28] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[1] idug.org
[1] openmainframeproject.org

Top Domains in Tweet in G4:
[4] twitter.com
[1] nodexlgraphgallery.org
[1] sparkol.com
[1] apple.com
[1] google.com

Top Domains in Tweet in G5:
[8] twitter.com
[5] dy.si
[3] youtube.com

Top Domains in Tweet in G6:
[2] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[2] twitter.com
[2] interskill.com
[2] linkedin.com
[1] ibm.com
[1] youtube.com
[1] cvent.com
[1] destinationz.org

Top Domains in Tweet in G8:
[17] dy.si
[4] twitter.com
[3] youtube.com
[2] cvent.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[305] ibmtechu
[84] architectingthefuture
[78] ibm
[73] ibmsystems
[65] techu
[46] ibmz
[43] prague
[24] ibmchampion
[22] cto
[22] mainframe



Top Hashtags in Tweet in G1:
[101] ibmtechu
[42] ibm
[42] techu
[32] prague
[26] ibmsystems
[23] architectingthefuture
[17] smm
[13] cto
[12] allflash
[11] ibminfluencer

Top Hashtags in Tweet in G2:
[45] architectingthefuture
[21] ibmtechu
[19] techu
[16] global
[16] ciso
[6] cybersecurity
[6] security
[6] ibm
[5] infographic
[5] cloud

Top Hashtags in Tweet in G3:
[5] ibmtechu
[1] ibmthink
[1] blueocean
[1] idugdb2
[1] does2019

Top Hashtags in Tweet in G4:
[25] ibmtechu
[5] techuprague
[5] ibmpowersystems
[4] prague
[2] techu
[2] ibmsystems
[2] architectingthefuture
[2] genderpaygap
[2] ibmi
[2] aix

Top Hashtags in Tweet in G5:
[31] ibmtechu
[19] ibmchampion
[16] nerdherd
[15] aix
[14] powervc
[14] fintech
[14] vios
[14] ibmi
[13] powervm
[12] power9

Top Hashtags in Tweet in G6:
[10] ibmtechu
[9] architectingthefuture
[5] ibmsystems
[4] ibm
[4] carroconceito
[2] cto
[2] google
[2] ai
[2] techtrends
[2] security

Top Hashtags in Tweet in G7:
[38] ibmtechu
[22] ibmz
[18] mainframe
[12] ibmsystems
[7] techusydney
[3] ibm
[3] z15
[2] powersystems
[2] ai
[2] cognitive

Top Hashtags in Tweet in G8:
[39] ibmtechu
[21] ibm
[21] ibmsystems
[17] ibmz
[16] linuxone
[14] cloud
[14] data
[10] z15
[5] architectingthefuture
[5] europe

Top Hashtags in Tweet in G9:
[2] ibmtechu

Top Hashtags in Tweet in G10:
[8] ibmtechu

Top Words
Top Words in Tweet in Entire Graph:
[365] Words in Sentiment List#1: Positive
[120] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[9384] Non-categorized Words
[9869] Total Words
[389] #ibmtechu
[125] #ibmsystems
[122] #ibm
[113] #architectingthefuture
[111] prague

Top Words in Tweet in G1:
[130] #ibmtechu
[67] prague
[56] #techu
[55] #ibm
[54] thomas_harrer
[47] #prague
[41] october
[39] 21
[39] 25
[36] topcybernews

Top Words in Tweet in G2:
[70] #architectingthefuture
[50] #ibmtechu
[44] evankirstel
[35] #ibm
[33] thomas_harrer
[33] #ibmsystems
[32] #cto
[32] #europe
[28] nodexl
[28] stephanenappo

Top Words in Tweet in G3:
[8] https
[8] t
[8] co
[5] #ibmtechu
[5] last
[5] week
[5] up
[4] great
[4] time
[4] hope

Top Words in Tweet in G4:
[27] #ibmtechu
[10] more
[7] agenda
[7] mr_nmon
[6] thanks
[6] great
[6] #prague
[5] #techuprague
[5] d_spurway
[5] lots

Top Words in Tweet in G5:
[39] #ibmtechu
[19] #ibmchampion
[18] #aix
[18] #ibmi
[18] #linux
[16] #nerdherd
[16] #vios
[16] #powervm
[14] #powervc
[14] #fintech

Top Words in Tweet in G6:
[14] #ibmtechu
[13] thomas_harrer
[10] #architectingthefuture
[7] #ibmsystems
[6] #ai
[6] através
[6] da
[6] ty
[6] frronconi
[6] #ibm

Top Words in Tweet in G7:
[47] #ibmtechu
[31] sydney
[30] #ibmz
[30] training
[25] #mainframe
[22] mainframe
[20] #ibmsystems
[16] interskill
[15] workforce
[11] world's

Top Words in Tweet in G8:
[39] #ibmtechu
[21] #ibm
[21] #ibmsystems
[17] #ibmz
[17] prague
[16] #linuxone
[14] #cloud
[14] #data
[13] learn
[12] leverage

Top Words in Tweet in G9:
[2] vegas
[2] week
[2] #ibmtechu
[2] come
[2] see
[2] help
[2] secure
[2] cloud
[2] servers
[2] w

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:
[52] #ibmtechu,#ibm
[50] #ibmtechu,prague
[49] #ibm,#ibmsystems
[48] nodexl,thomas_harrer
[48] top,hashtags
[45] 21,25
[44] #architectingthefuture,#ibmtechu
[42] #ibmsystems,#europe
[36] #ibmtechu,sydney
[31] #architectingthefuture,nodexl

Top Word Pairs in Tweet in G1:
[39] 21,25
[24] ibmpowersystems,ibmstorage
[24] 25,october
[22] #ibmtechu,prague
[19] #ibmtechu,#ibm
[18] #ibm,#techu
[18] ibmsystems,ibmpowersystems
[17] data,protection
[17] nodexl,thomas_harrer
[17] top,hashtags

Top Word Pairs in Tweet in G2:
[31] #ibmsystems,#europe
[28] nodexl,thomas_harrer
[28] top,hashtags
[27] #ibm,#ibmsystems
[26] #architectingthefuture,nodexl
[26] thomas_harrer,wef
[26] wef,mikequindazzi
[26] mikequindazzi,evankirstel
[26] evankirstel,stephanenappo
[26] stephanenappo,topcybernews

Top Word Pairs in Tweet in G3:
[8] https,t
[8] t,co
[5] #ibmtechu,last
[5] last,week
[4] great,time
[4] time,#ibmtechu
[4] week,hope
[4] hope,missed
[4] missed,techu
[4] techu,plenty

Top Word Pairs in Tweet in G4:
[4] #ibmtechu,route
[4] route,fantastic
[4] fantastic,agenda
[4] agenda,clients
[4] clients,partners
[4] partners,ibmers
[4] ibmers,sorted
[4] sorted,coming
[4] coming,d_spurway
[4] d_spurway,mjfordham

Top Word Pairs in Tweet in G5:
[16] #vios,#powervm
[15] #ibmchampion,#nerdherd
[14] #powervc,#ibmchampion
[14] #nerdherd,#fintech
[14] #fintech,#aix
[14] #aix,#vios
[14] #powervm,#power9
[14] #power9,#ibmi
[14] #ibmi,#ibmcloud
[14] #ibmcloud,#vug

Top Word Pairs in Tweet in G6:
[8] #architectingthefuture,#ibmtechu
[6] através,da
[6] #ibmtechu,#ibm
[6] #ibm,#ibmsystems
[4] #ibmsystems,thomas_harrer
[4] thomas_harrer,#carroconceito
[4] #carroconceito,é
[4] é,multiuso
[4] multiuso,elétrico
[4] elétrico,e

Top Word Pairs in Tweet in G7:
[25] #ibmz,#mainframe
[21] #ibmtechu,sydney
[14] mainframe,training
[11] world's,delivered
[9] #mainframe,computing
[9] #ibmtechu,#techusydney
[8] z,mainframe
[8] g'day,#ibmtechu
[8] solution,center
[7] #mainframe,workforce

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

Top Word Pairs in Tweet in G9:
[2] vegas,week
[2] week,#ibmtechu
[2] #ibmtechu,come
[2] come,see
[2] see,help
[2] help,secure
[2] secure,cloud
[2] cloud,servers
[2] servers,w
[2] w,hyper

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 Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@topcybernews
@evankirstel
@stephanenappo
@nodexl
@wef
@domhalps
@ibmsystems
@mikequindazzi
@fabriziobustama

Top Mentioned in G1:
@thomas_harrer
@topcybernews
@ibmsystems
@ibmpowersystems
@ibmstorage
@ibm
@blueexperts
@hiltonhotels
@evankirstel
@nodexl

Top Mentioned in G2:
@evankirstel
@thomas_harrer
@nodexl
@stephanenappo
@topcybernews
@wef
@mikequindazzi
@fabriziobustama
@domhalps
@cybersec_feeds

Top Mentioned in G3:
@billmew
@andrewnebus
@matteastwood
@tcrawford
@stu
@ibm
@redhat
@dvellante
@rwang0
@furrier

Top Mentioned in G4:
@mr_nmon
@d_spurway
@mjfordham
@alexgoodson01
@j_a_cruickshank
@stucunliffe
@jyotidodhia
@sean_f
@topcybernews
@ibm

Top Mentioned in G5:
@cksanche
@ibmchampions
@zoginstor
@kristijan
@mahdadmajd
@werner_sam
@notesgirl
@theresalhans
@ibmchamp
@ginnirometty

Top Mentioned in G6:
@thomas_harrer
@frronconi
@domhalps
@stephanenappo
@evankirstel
@topcybernews
@cnet
@haroldsinnott
@mvollmer1
@terence_mills

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

Top Mentioned in G9:
@ibmlinuxone
@brettwebbibm
@mentorafrika
@privakey
@lensantalucia
@vet390
@vicom_infinity

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@evankirstel
@rhaf_hq
@chidambara09
@santchiweb
@iam__network
@richsimmondsza
@cybersec_feeds
@rwang0
@mjoehlerich

Top Tweeters in G1:
@chidambara09
@spirosmargaris
@tmmmarshall
@topcybernews
@maxim_mla
@cabanes
@techinsider
@hiltonhotels
@stevendickens3
@jgrobicki

Top Tweeters in G2:
@evankirstel
@cybersec_feeds
@mjoehlerich
@wef
@justbementalist
@jessesprawl
@fabriziobustama
@iottogether
@technative
@wynandbooysen

Top Tweeters in G3:
@richsimmondsza
@rwang0
@tamaramccleary
@kevin_jackson
@billmew
@govcloud
@mthiele10
@tcrawford
@furrier
@alanlepo

Top Tweeters in G4:
@rhaf_hq
@brianlinuxing
@salesforce
@jenniferbrown
@ibmwatson
@ibm
@paulhollywood
@sean_f
@fingent
@marklbegbie

Top Tweeters in G5:
@gentoobot
@linuxdreams
@zoginstor
@cgibbo
@notesgirl
@majo_jones
@ibmchampions
@the_iron_monger
@kristijan
@fahimaz

Top Tweeters in G6:
@gamergeeknews
@cnet
@hal_9000_ai
@djimb3rry
@google
@alternative200
@mvollmer1
@haroldsinnott
@domhalps
@terence_mills

Top Tweeters in G7:
@henrikuiper
@zarchasmpgmr
@ibmtraining
@eyshashirrine
@interskill
@az990tony
@viccross
@janagnostidis
@mwalle
@ericschnatterly

Top Tweeters in G8:
@iam__network
@yuli_sidharta
@kuldeep6162
@lars_fpetersson
@kemardali
@hdex
@aklyachkin
@dacrayfish42
@juls_upn
@husanlal16

Top Tweeters in G9:
@mentorafrika
@ibmlinuxone
@openmfproject
@privakey
@vicom_infinity
@likepunk
@brettwebbibm
@vet390
@lensantalucia

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


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