#IBMTechU, Twitter, 5/8/2019 5:19:27 PM, 196042


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#IBMTechU_2019-05-08_10-09-58.xlsx
#IBMTechU_2019-05-08_10-09-58.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 08, 2019
Short Description:
#IBMTechU via NodeXL http://bit.ly/2H4ZeNM
@thomas_harrer
@the_iron_monger
@mahdadmajd
@ibmsystems
@mainframeguybs
@ibmpowersystems
@tomrosamilia
@powerhaguy
@ibm_itservices
@ibmz

Top hashtags:
#ibmtechu
#ibm
#ibmsystems
#ibmchampion
#ibmz
#nerdherd
#thinkatibm

Description:
Description
The graph represents a network of 493 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 Wednesday, 08 May 2019 at 17:12 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 44-minute period from Monday, 29 April 2019 at 14:18 UTC to Wednesday, 08 May 2019 at 16:03 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 : 493
Unique Edges : 815
Edges With Duplicates : 971
Total Edges : 1786
Self-Loops : 301
Reciprocated Vertex Pair Ratio : 0.0585048754062839
Reciprocated Edge Ratio : 0.110542476970317
Connected Components : 39
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 435
Maximum Edges in a Connected Component : 1715
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.516803
Graph Density : 0.00402793581688352
Modularity : 0.396229
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://www-03.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=FBAW9ITQV7TWW9TF
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194263
[5] https://ibmtechu.com/cgi-bin/cmsv2/aptresults.cgi?myevent=Atlanta2019&doit=Search&search=
[4] https://www.ibm.com/de-de/events/thinkatibm/events/index.html
[4] https://twitter.com/hmarleyallen/status/1123252154859446272
[3] https://twitter.com/TheIotWarehouse/status/1121309035146379264
[3] https://www.ibm.com/blogs/ibm-training/5-reasons-ibm-systems-techu-should-be-on-your-radar-in-2019/?cm_mmc=OSocial_Twitter-_-Global+Technology+Services_GTS+Technology+Support+Services-_-WW_WW-_-Blog-+IBM+Systems+TechU+-+Twitter&cm_mmca1=000026TG&cm_mmca2=10006823
[3] https://www.ibm.com/developerworks/community/blogs/systemssupport/entry/IBM_Electronic_Support_at_TechU_Atlanta?lang=en
[3] https://www.h2o.ai/

Top URLs in Tweet in G1:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194263
[4] https://www.ibm.com/de-de/events/thinkatibm/events/index.html
[3] https://twitter.com/TheIotWarehouse/status/1121309035146379264
[2] https://www.ibm.com/watson/ai-for-industries/?social_post=2216298899&linkId=65387075
[1] https://twitter.com/RichGx/status/1123967346102734849
[1] https://lnkd.in/eb4nUMm
[1] https://www.ibm.com/de-de/events/thinkatibm/index.html
[1] https://www.youtube.com/watch?v=4ZgTYPG0grY&feature=youtu.be

[1] https://www.research.ibm.com/ibm-q/learn/what-is-quantum-computing/

Top URLs in Tweet in G2:
[7] https://www-03.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=FBAW9ITQV7TWW9TF
[5] https://ibmtechu.com/cgi-bin/cmsv2/aptresults.cgi?myevent=Atlanta2019&doit=Search&search=
[3] https://twitter.com/i/web/status/1121080753104850949
[3] https://www.youtube.com/watch?v=-irblDXpYwg&feature=youtu.be

[3] https://www.ibm.com/developerworks/community/blogs/systemssupport/entry/IBM_Electronic_Support_at_TechU_Atlanta?lang=en
[2] https://twitter.com/interskill/status/1122524347917381632
[2] https://twitter.com/bobby_gratz/status/1124020102465228807
[2] https://twitter.com/hmarleyallen/status/1123252154859446272
[2] https://www.ibm.com/blogs/ibm-training/5-reasons-ibm-systems-techu-should-be-on-your-radar-in-2019/?cm_mmc=OSocial_Twitter-_-Global+Technology+Services_GTS+Technology+Support+Services-_-WW_WW-_-Blog-+IBM+Systems+TechU+-+Twitter&cm_mmca1=000026TG&cm_mmca2=10006823
[2] https://rsmpartners.com/News_zSecure-Birds-of-a-Feather-at-IBM-TechU-Atlanta.html

Top URLs in Tweet in G3:
[2] https://twitter.com/robmcnelly/status/1122919816367677440
[2] https://www.itjungle.com/2019/04/29/deep-dive-on-ibm-i-7-4-and-ibm-i-7-3-tr6-hardware-limits/
[2] https://www.ibm.com/it-infrastructure/storage/sap-hana
[1] https://twitter.com/theresalhans/status/1122984126888468480
[1] https://twitter.com/marijamijalko/status/1123286546969501698
[1] https://twitter.com/power_gaz/status/1122945609751781379
[1] https://www-03.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=FBAW9ITQV7TWW9TF
[1] https://twitter.com/cgibbo/status/1123370407933857792
[1] https://www.ibm.com/blogs/systems/announcing-ibm-i-7-4-and-db2-mirror-for-i/
[1] https://twitter.com/the_iron_monger/status/1123944255649734656

Top URLs in Tweet in G4:
[1] http://www.vm.ibm.com/devpages/hugenbru/present.html
[1] https://twitter.com/MainframeGuyBS/status/1122889851471302656
[1] https://twitter.com/komprise/status/1122991516434169857
[1] https://twitter.com/cksanche/status/1122927274595160067
[1] https://ibm.com/marketplace/cloud-object-storage-system
[1] https://apple.news/Aicm6Im-7PVC6zQCSzZokkg

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=ANWg3uXVH3c&feature=youtu.be

[1] https://twitter.com/dholakiavandit/status/1123291469513723906/photo/1
[1] https://twitter.com/The_Iron_Monger/status/1123539116979830784
[1] https://www-03.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=9LQ6HXFTRM7EJ8SS&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Power-_-WW_WW-_-IBM-Power-TechU-Atlanta&cm_mmca1=000018TL&cm_mmca2=10001909
[1] https://twitter.com/IBMPowerSystems/status/1117895376219119619?es_p=9112518
[1] https://lnkd.in/efFy5Ks
[1] https://dy.si/Mun7p
[1] https://lnkd.in/dzAPsdU
[1] https://twitter.com/RobisonMicah/status/1124041990851715074
[1] https://www.instagram.com/p/BxBh3w3nl98/?utm_source=ig_twitter_share&igshid=1rclh6xp1iol5

Top URLs in Tweet in G6:
[2] https://dy.si/s89p8
[2] https://dy.si/HbQ4X
[1] https://dy.si/7iRfM
[1] https://dy.si/H5f5S
[1] https://dy.si/b8bNa
[1] https://www.ibm.com/blogs/ibm-training/5-reasons-ibm-systems-techu-should-be-on-your-radar-in-2019/?cm_mmc=OSocial_Twitter-_-Global+Technology+Services_GTS+Technology+Support+Services-_-WW_WW-_-Blog-+IBM+Systems+TechU+-+Twitter&cm_mmca1=000026TG&cm_mmca2=10006823
[1] https://dy.si/sJpvV
[1] https://dy.si/HBxBo
[1] https://dy.si/XJqUM
[1] https://dy.si/MyUcgo

Top URLs in Tweet in G7:
[1] https://twitter.com/Steve_Will_IBMi/status/1123418880385404930

Top URLs in Tweet in G8:
[1] https://twitter.com/RichGx/status/1123967346102734849
[1] https://www-03.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=FBAW9ITQV7TWW9TF

Top URLs in Tweet in G10:
[1] https://dy.si/uBXa6
[1] https://dy.si/sWJLj

Top Domains
Top Domains in Tweet in Entire Graph:
[54] twitter.com
[32] ibm.com
[28] dy.si
[15] nodexlgraphgallery.org
[9] lnkd.in
[6] ibmtechu.com
[5] youtube.com
[3] instagram.com
[3] h2o.ai
[3] interskill.com

Top Domains in Tweet in G1:
[15] nodexlgraphgallery.org
[9] ibm.com
[7] twitter.com
[1] lnkd.in
[1] youtube.com

Top Domains in Tweet in G2:
[26] twitter.com
[14] ibm.com
[6] ibmtechu.com
[3] interskill.com
[3] youtube.com
[2] rsmpartners.com
[1] cvent.com
[1] youracclaim.com
[1] h2o.ai
[1] linkedin.com

Top Domains in Tweet in G3:
[7] twitter.com
[4] ibm.com
[2] itjungle.com

Top Domains in Tweet in G4:
[3] twitter.com
[2] ibm.com
[1] apple.news

Top Domains in Tweet in G5:
[5] twitter.com
[4] lnkd.in
[3] instagram.com
[1] youtube.com
[1] ibm.com
[1] dy.si

Top Domains in Tweet in G6:
[20] dy.si
[1] ibm.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[853] ibmtechu
[146] ibm
[106] ibmsystems
[102] ibmchampion
[96] ibmz
[85] nerdherd
[73] thinkatibm
[66] berlin
[52] ibmstorage
[47] aix



Top Hashtags in Tweet in G1:
[86] ibmtechu
[72] ibm
[65] thinkatibm
[57] ibmsystems
[55] berlin
[39] cto
[32] smm
[30] iot
[27] ibmz
[21] ai

Top Hashtags in Tweet in G2:
[293] ibmtechu
[47] ibmz
[40] ibm
[39] mainframe
[36] ibmsystems
[34] ibmstorage
[25] atlanta
[15] ibmlabservices
[14] ibmtraining
[13] ibmtechuatlanta

Top Hashtags in Tweet in G3:
[177] ibmtechu
[91] ibmchampion
[85] nerdherd
[26] aix
[12] techdata_ibm
[10] ibmpowersystems
[8] ibmi
[8] powersystems
[7] power9
[6] ibmstorage

Top Hashtags in Tweet in G4:
[53] ibmtechu
[15] ibmz
[7] ibmzos
[7] linuxone
[7] 1rankedobjectstorage
[6] pe
[5] zvm
[5] ibmcos
[4] zowe
[4] ibm

Top Hashtags in Tweet in G5:
[31] ibmtechu
[6] ibm
[4] ibmstorage
[4] techsupport
[3] ibmz
[3] ibmsystems
[2] storagestaycation
[2] infrastructurematters
[2] thefutureisnow
[2] ibmlabservices

Top Hashtags in Tweet in G6:
[36] ibmtechu
[32] techsupport
[4] ibmsystems

Top Hashtags in Tweet in G7:
[18] ibmi
[17] ibmtechu
[2] db2
[2] techu
[1] rpgdb2summit

Top Hashtags in Tweet in G8:
[9] ibmtechu
[7] atf
[2] ibm
[1] zvm
[1] berlin

Top Hashtags in Tweet in G9:
[75] ibmtechu
[19] aix
[7] ibm
[6] power9
[6] k8s
[6] power
[6] cloud
[5] wpar
[4] vios
[3] powerha

Top Hashtags in Tweet in G10:
[16] ibmtechu
[9] saphana
[2] suse
[1] sles4sap
[1] power9

Top Words
Top Words in Tweet in Entire Graph:
[710] Words in Sentiment List#1: Positive
[164] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[18634] Non-categorized Words
[19508] Total Words
[853] #ibmtechu
[153] ibm
[147] thomas_harrer
[147] atlanta
[146] #ibm

Top Words in Tweet in G1:
[126] thomas_harrer
[86] #ibmtechu
[72] #ibm
[65] #thinkatibm
[57] #ibmsystems
[57] ibmsystems
[55] #berlin
[39] ibm
[39] #cto
[35] topcybernews

Top Words in Tweet in G2:
[293] #ibmtechu
[84] atlanta
[75] ibm
[52] ibmsystems
[47] #ibmz
[40] #ibm
[39] #mainframe
[38] session
[37] interskill
[37] storage

Top Words in Tweet in G3:
[177] #ibmtechu
[91] #ibmchampion
[85] #nerdherd
[40] the_iron_monger
[26] #aix
[20] here
[20] session
[16] petrabuehrer
[16] cpetersen_cs
[15] atlanta

Top Words in Tweet in G4:
[53] #ibmtechu
[26] atlanta
[15] #ibmz
[10] eyshashirrine
[10] pervasive
[10] encryption
[8] komprise
[7] #ibmzos
[7] mildw
[7] #linuxone

Top Words in Tweet in G5:
[31] #ibmtechu
[8] ibm
[7] atlanta
[6] #ibm
[4] #ibmstorage
[4] future
[4] more
[4] simplify
[4] #techsupport
[4] services

Top Words in Tweet in G6:
[36] #ibmtechu
[32] #techsupport
[20] ibm_itservices
[12] simplify
[12] ibm
[12] services
[12] come
[12] talk
[4] #ibmsystems
[2] chithra_k_s

Top Words in Tweet in G7:
[18] #ibmi
[17] #ibmtechu
[7] steve_will_ibmi
[6] embassy
[5] hall
[4] e
[4] session
[4] 15
[3] today
[3] think

Top Words in Tweet in G8:
[9] #ibmtechu
[8] architecting
[8] future
[7] #atf
[6] track
[5] t
[5] going
[5] much
[5] fun
[5] currently

Top Words in Tweet in G9:
[75] #ibmtechu
[19] #aix
[10] interesting
[8] cloud
[8] one
[7] more
[7] top
[7] #ibm
[7] cpetersen_cs
[6] #power9

Top Words in Tweet in G10:
[16] #ibmtechu
[12] suse
[11] ibmpowersystems
[10] michaeldtabron
[10] 72
[9] kiosk
[9] today
[9] #saphana
[8] congratulations
[7] enter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[108] #ibmtechu,atlanta
[85] #ibmchampion,#nerdherd
[64] #ibmtechu,#ibmchampion
[41] 20,24
[41] looking,forward
[40] solution,center
[38] technical,university
[35] 24,2019
[33] ibmsystems,#ibmtechu
[29] #ibmtechu,#thinkatibm

Top Word Pairs in Tweet in G1:
[25] #ibmtechu,#thinkatibm
[24] looking,forward
[23] technical,university
[22] university,#ibmz
[22] 20,24
[22] 24,2019
[22] forward,expecially
[21] #ibmsystems,technical
[21] #ibmz,#berlin
[21] #berlin,20

Top Word Pairs in Tweet in G2:
[65] #ibmtechu,atlanta
[34] solution,center
[31] ibmsystems,#ibmtechu
[24] ibm,storage
[23] #ibmz,#mainframe
[22] storage,insights
[16] 20,24
[14] find,out
[14] session,#ibmtechu
[13] booth,82

Top Word Pairs in Tweet in G3:
[85] #ibmchampion,#nerdherd
[64] #ibmtechu,#ibmchampion
[22] #nerdherd,#ibmtechu
[9] trends,directions
[9] #ibmtechu,atlanta
[8] steve,sibley
[7] power,enterprise
[6] #aix,matters
[6] matters,packed
[6] packed,room

Top Word Pairs in Tweet in G4:
[22] #ibmtechu,atlanta
[10] atlanta,eyshashirrine
[10] pervasive,encryption
[7] #ibmz,#linuxone
[6] opening,#ibmtechu
[6] eyshashirrine,value
[6] value,#pe
[6] #pe,pervasive
[6] encryption,#ibmz
[5] mildw,opening

Top Word Pairs in Tweet in G5:
[4] simplify,#techsupport
[4] #techsupport,ibm
[4] ibm,services
[4] #ibmtechu,atlanta
[2] week,atlanta
[2] #ibmtechu,#ibmstorage
[2] services,#ibmtechu
[2] ibmsystems,#ibmtechu
[2] #infrastructurematters,#thefutureisnow
[2] services,come

Top Word Pairs in Tweet in G6:
[20] ibm_itservices,#techsupport
[20] #techsupport,#ibmtechu
[12] simplify,#techsupport
[12] #techsupport,ibm
[12] ibm,services
[12] services,come
[12] come,talk
[12] talk,#ibmtechu
[10] #ibmtechu,simplify
[2] chithra_k_s,ibm_itservices

Top Word Pairs in Tweet in G7:
[8] #ibmi,#ibmtechu
[5] embassy,hall
[4] hall,e
[3] #ibmi,sessions
[3] sessions,#ibmtechu
[3] finished,answering
[3] answering,executive
[3] executive,questions
[3] questions,#ibmi
[3] #ibmtechu,put

Top Word Pairs in Tweet in G8:
[8] architecting,future
[6] #ibmtechu,#atf
[6] future,track
[5] going,much
[5] much,fun
[5] fun,currently
[5] currently,planning
[5] planning,architecting
[5] track,berlin's
[5] berlin's,#ibmtechu

Top Word Pairs in Tweet in G9:
[6] tell,#ibmtechu
[5] #aix,google
[5] google,cloud
[5] cloud,#k8s
[5] #k8s,top
[5] top,#wpar
[5] #wpar,aix
[5] aix,nutanix
[5] nutanix,tell
[4] cpetersen_cs,#aix

Top Word Pairs in Tweet in G10:
[7] #saphana,ibmpowersystems
[6] michaeldtabron,congratulations
[6] bose,soundsport
[6] session,never
[6] never,reboot
[6] reboot,#saphana
[6] ibmpowersystems,ibm
[6] ibm,champion
[6] champion,mr_sles
[5] congratulations,jurica

Top Replied-To
Top Replied-To in Entire Graph:
@ibm_itservices
@ibmpowersystems
@tomrosamilia
@thomas_harrer
@cksanche
@interskill
@topcybernews
@the_iron_monger
@psav
@ibm

Top Replied-To in G1:
@topcybernews
@thomas_harrer
@ibm

Top Replied-To in G2:
@tomrosamilia
@ibmchampions
@mainframeguybs
@the_iron_monger
@interskill
@psav
@mistymvd
@cksanche
@gtsoftware
@jimvo

Top Replied-To in G3:
@ibmpowersystems
@helpsystemsmn
@gr_bob
@powerhaguy

Top Replied-To in G4:
@joyspohn
@ttai426

Top Replied-To in G6:
@ibm_itservices

Top Replied-To in G8:
@thomas_harrer

Top Replied-To in G9:
@andrewnebus
@sever_i

Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@ibmsystems
@the_iron_monger
@ibm
@tomrosamilia
@topcybernews
@ibmz
@ibmpowersystems
@hmarleyallen
@dbranch61

Top Mentioned in G1:
@thomas_harrer
@ibmsystems
@ibm
@topcybernews
@nodexl
@mvollmer1
@reza_zadeh
@mikequindazzi
@stephanenappo
@gtenten

Top Mentioned in G2:
@ibmsystems
@tomrosamilia
@hmarleyallen
@dbranch61
@ibmz
@mbstadium
@interskill
@ich408i
@linzallyn
@ibmpartners

Top Mentioned in G3:
@the_iron_monger
@petrabuehrer
@cpetersen_cs
@power_gaz
@ibmchampions
@mr_nmon
@powerhaguy
@robmcnelly
@bobfriske
@bwmadsen

Top Mentioned in G4:
@eyshashirrine
@mildw
@komprise
@bwhugen
@wohlforddr
@bitnerbill
@ibmz
@likepunk
@mwalle
@ibmstorage

Top Mentioned in G6:
@ibm_itservices
@chithra_k_s
@krish_nas
@pradeepkr25
@ibmsystems

Top Mentioned in G7:
@steve_will_ibmi
@petem59
@ericjooka
@ibmisight
@jonparis
@susangantner
@itech_sol
@petem

Top Mentioned in G8:
@richgx
@t
@sllaurency
@bwhugen
@thewalls
@helenelyon
@anka_shugol
@tobiasleicher
@thomas_harrer

Top Mentioned in G9:
@cpetersen_cs
@nutanix
@power_gaz

Top Mentioned in G10:
@suse
@ibmpowersystems
@michaeldtabron
@ibm
@mr_sles
@sap
@ibmz
@sapinmemory

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@united
@rhaf_hq
@evankirstel
@chidambara09
@fintechna
@valaafshar
@akwyz
@releaseteam
@yvesmulkers

Top Tweeters in G1:
@sectest9
@evankirstel
@chidambara09
@valaafshar
@ham_gretsky
@kuriharan
@michaelpurvis64
@pardoe_ai
@spirosmargaris
@ipfconline1

Top Tweeters in G2:
@yvesmulkers
@tmmmarshall
@atlantafalcons
@jftamames
@atlanta
@stevendickens3
@ibmpartners
@ibmforcio
@ibmsystems
@igor_os777

Top Tweeters in G3:
@united
@rhaf_hq
@fintechna
@releaseteam
@uni1000yama1000
@powerman4evr
@redhat
@ssrjazz
@venetianvegas
@ibmpowersystems

Top Tweeters in G4:
@ibmstorage
@bigdatastreams
@nealeferguson
@wohlforddr
@rgsingh
@mumartin686
@ibmlinuxone
@jacquishawley
@eyshashirrine
@bwhugen

Top Tweeters in G5:
@cabanes
@micaurus
@geigersteven
@srinivasanibm
@nathan_a_smith
@sophiemorenor
@__upen
@dholakiavandit
@a_hermelink
@hat_shelton

Top Tweeters in G6:
@krish_nas
@chithra_k_s
@pradeepkr25
@chrismatthew79
@ibm_itservices
@pgspsoares
@ddpai
@mariaoliverait
@joergenfloes
@farr_brian

Top Tweeters in G7:
@petem
@j_buck51
@rangadesh
@freschesolution
@steve_will_ibmi
@ericjooka
@mkseeberger
@jonparis
@itech_sol
@susangantner

Top Tweeters in G8:
@netzpalaver
@jhoncaballerom
@richgx
@t
@anka_shugol
@aridading
@ida_joiner
@ekhugen
@thewalls
@helenelyon

Top Tweeters in G9:
@andrewnebus
@nutanix
@waynesadin
@cpetersen_cs
@parkarfarhan
@sever_i
@nixysug
@p4bl0_mu3l4
@pjntnx
@v_handyman

Top Tweeters in G10:
@alejosangel
@sap
@mhigginson5722
@sapinmemory
@suse
@arifsuse
@michaeldtabron
@tlschloss
@mr_sles
@alexbsca