#IBMTechU, Twitter, 6/27/2019 2:54:30 PM, 201272


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#IBMTechU_2019-06-27_07-33-28.xlsx
#IBMTechU_2019-06-27_07-33-28.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 27, 2019
Short Description:
#IBMTechU via NodeXL http://bit.ly/2FBCuFl
@thomas_harrer
@ibmsystems
@stephanenappo
@mikequindazzi
@ibmpowersystems
@dtenaerts_be
@alimohe
@mainframeguybs
@ibmstorage
@spirosmargaris

Top hashtags:
#ibmtechu
#ai
#ibmsystems
#robotic
#robotics
#autonomous
#ibm
#prague

Description:
Description
The graph represents a network of 169 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 Thursday, 27 June 2019 at 14:46 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 43-minute period from Tuesday, 18 June 2019 at 13:18 UTC to Thursday, 27 June 2019 at 14:02 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 : 169
Unique Edges : 274
Edges With Duplicates : 273
Total Edges : 547
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0369230769230769
Reciprocated Edge Ratio : 0.0712166172106825
Connected Components : 11
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 512
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.595768
Graph Density : 0.0118695407156946
Modularity : 0.397841
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199735
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152
[5] https://www.youtube.com/watch?v=RIFjU6OKl-c&feature=youtu.be

[5] https://dy.si/TYytg
[5] https://dy.si/ubFRn
[5] https://dy.si/oauVL
[5] https://dy.si/bvWRK
[4] https://www-03.ibm.com/services/learning/ites.wss/zz/en?pageType=page&c=a0002173
[3] https://www.youtube.com/watch?v=u1tG2gJFt4s&feature=youtu.be

[3] https://twitter.com/ibmsystems/status/1143519326420553728

Top URLs in Tweet in G1:
[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
[1] https://www-03.ibm.com/services/learning/ites.wss/zz/en?pageType=page&c=a0002173
[1] https://www.ibm.com/de-de/events/thinkatibm/index.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199735
[1] https://developer.ibm.com/linuxonpower/2019/05/17/performance-results-with-tensorflow-large-model-support-v2/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197360

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199735
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152

Top URLs in Tweet in G3:
[4] https://www.youtube.com/watch?v=RIFjU6OKl-c&feature=youtu.be

[2] https://www.youtube.com/watch?v=u1tG2gJFt4s&feature=youtu.be

[2] https://twitter.com/ibmsystems/status/1143519326420553728
[2] https://www.youtube.com/watch?v=NsC3_DR-JKM&feature=youtu.be

[1] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=PVOP6N4MW928TOJ2&2417602707&linkId=69345921
[1] http://ibm.com/training/events/vegas2019?2398240004&linkId=68903067
[1] https://www-03.ibm.com/services/learning/ites.wss/zz/en?pageType=page&c=a0002173
[1] https://twitter.com/hmarleyallen/status/1140979310670557191
[1] https://lnkd.in/gsA6vm3
[1] http://www.cvent.com/events/2019-bangkok-ibm-systems-technical-university/event-summary-2f1c2633a79b45e3977e24f7db8a952d.aspx?lang=en&sms=2

Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=MnbcLbnRAcY&feature=youtu.be

[1] https://www.youtube.com/watch?v=RIFjU6OKl-c&feature=youtu.be

[1] https://www.youtube.com/watch?v=NsC3_DR-JKM&feature=youtu.be

[1] https://twitter.com/BlueExperts/status/1138414853427798017

Top URLs in Tweet in G5:
[2] https://www-03.ibm.com/services/learning/ites.wss/zz/en?pageType=page&c=a0002173
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,9954b69c-a33d-4fd0-b64d-0138c1e80ba2&lang=en&sms=2&cn=7XjfD09fDkGdu4NpbTw8Vw
[1] https://dy.si/s2tJZ
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,9954b69c-a33d-4fd0-b64d-0138c1e80ba2&lang=en&sms=2&cn=KUqo9sh9g0KJQCpmsmg2-Q
[1] https://twitter.com/blueexperts/status/1142014322538897408
[1] http://www.cvent.com/events/2019-bangkok-ibm-systems-technical-university/event-summary-2f1c2633a79b45e3977e24f7db8a952d.aspx?lang=en&sms=2
[1] https://www.youtube.com/watch?v=u1tG2gJFt4s&feature=youtu.be

[1] https://www.youtube.com/watch?v=tc7bfd-mtLk&feature=youtu.be

[1] https://twitter.com/ibmsystems/status/1143519326420553728
[1] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=PVOP6N4MW928TOJ2&2417602707&linkId=69345921

Top URLs in Tweet in G6:
[5] https://dy.si/TYytg
[5] https://dy.si/bvWRK
[5] https://dy.si/oauVL
[5] https://dy.si/ubFRn

Top URLs in Tweet in G7:
[1] https://dy.si/b2iUcE2

Top Domains
Top Domains in Tweet in Entire Graph:
[22] dy.si
[14] youtube.com
[13] nodexlgraphgallery.org
[12] ibm.com
[6] twitter.com
[4] cvent.com
[1] ibm.biz
[1] lnkd.in

Top Domains in Tweet in G1:
[5] ibm.com
[3] nodexlgraphgallery.org

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

Top Domains in Tweet in G3:
[8] youtube.com
[3] ibm.com
[3] twitter.com
[1] lnkd.in
[1] cvent.com
[1] ibm.biz

Top Domains in Tweet in G4:
[4] youtube.com
[1] twitter.com

Top Domains in Tweet in G5:
[4] ibm.com
[3] cvent.com
[2] twitter.com
[2] youtube.com
[1] dy.si

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

Top Domains in Tweet in G7:
[1] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[148] ibmtechu
[121] ai
[49] ibmsystems
[49] robotic
[49] robotics
[49] autonomous
[36] ibm
[26] prague
[24] cto
[21] thinkatibm



Top Hashtags in Tweet in G1:
[41] ibmtechu
[31] ai
[26] ibm
[22] ibmsystems
[20] thinkatibm
[19] prague
[17] cto
[11] deeplearning
[11] smm
[11] robotic

Top Hashtags in Tweet in G2:
[83] ai
[37] robotic
[37] robotics
[37] autonomous
[10] machinelearning
[10] socialcto
[9] industry40
[9] digital
[9] technologies
[9] bigdata

Top Hashtags in Tweet in G3:
[42] ibmtechu
[8] ibmlabservices
[7] vegas
[5] lasvegas
[5] ibmsystems
[3] ibmz
[2] ibm
[2] proudibmer
[2] cto
[2] ibmstorage

Top Hashtags in Tweet in G4:
[28] ibmtechu
[18] ibmsystems
[6] prague
[5] ai
[4] ibm
[4] ibmlabservices
[2] proudibmer
[2] cto
[2] power9
[1] storage

Top Hashtags in Tweet in G5:
[13] ibmtechu
[2] ibmz
[2] ibmlabservices
[1] ibmsystems
[1] linuxone
[1] berlin

Top Hashtags in Tweet in G6:
[20] ibmtechu

Top Hashtags in Tweet in G7:
[2] techu
[2] ibmtechu
[2] ai
[2] bigdata
[2] analytics
[2] dataanalytics
[2] blockchain
[2] storage
[2] iot
[1] digitaltransformation

Top Words
Top Words in Tweet in Entire Graph:
[131] Words in Sentiment List#1: Positive
[33] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[4073] Non-categorized Words
[4237] Total Words
[148] #ibmtechu
[121] #ai
[85] thomas_harrer
[67] technical
[65] mikequindazzi

Top Words in Tweet in G1:
[41] #ibmtechu
[31] #ai
[27] thomas_harrer
[26] #ibm
[22] #ibmsystems
[20] #thinkatibm
[19] #prague
[18] mikequindazzi
[17] #cto
[14] stephanenappo

Top Words in Tweet in G2:
[83] #ai
[46] mikequindazzi
[46] thomas_harrer
[42] stephanenappo
[37] #robotic
[37] arm
[37] learns
[37] fly
[37] boeing
[37] 737

Top Words in Tweet in G3:
[42] #ibmtechu
[29] ibmsystems
[24] technical
[23] ibm
[22] time
[18] disruptive
[18] technology
[18] changing
[18] learn
[15] systems

Top Words in Tweet in G4:
[28] #ibmtechu
[21] technical
[18] #ibmsystems
[18] university
[18] ibmpowersystems
[17] ibmstorage
[16] welcome
[15] featuring
[10] sharpen
[10] expertise

Top Words in Tweet in G5:
[13] #ibmtechu
[6] technical
[5] ibm
[4] join
[4] event
[4] techu
[3] 2019
[3] buenos
[3] aires
[3] university

Top Words in Tweet in G6:
[25] ibm
[20] techu
[20] #ibmtechu
[12] krish_nas
[10] vp
[10] calline
[10] sanchez
[10] invites
[10] vegas
[5] attend

Top Words in Tweet in G7:
[2] ibm
[2] partners
[2] attend
[2] #techu
[2] #ibmtechu
[2] #ai
[2] #bigdata
[2] #analytics
[2] #dataanalytics
[2] #blockchain

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[62] mikequindazzi,#ai
[49] #robotic,arm
[49] arm,learns
[49] learns,fly
[49] fly,boeing
[49] boeing,737
[49] 737,#ai
[49] #ai,software
[49] software,mikequindazzi
[49] #ai,#robotics

Top Word Pairs in Tweet in G1:
[15] mikequindazzi,#ai
[11] october,2019
[11] #robotic,arm
[11] arm,learns
[11] learns,fly
[11] fly,boeing
[11] boeing,737
[11] 737,#ai
[11] #ai,software
[11] software,mikequindazzi

Top Word Pairs in Tweet in G2:
[46] mikequindazzi,#ai
[37] #robotic,arm
[37] arm,learns
[37] learns,fly
[37] fly,boeing
[37] boeing,737
[37] 737,#ai
[37] #ai,software
[37] software,mikequindazzi
[37] #ai,#robotics

Top Word Pairs in Tweet in G3:
[18] disruptive,technology
[18] technology,changing
[18] time,learn
[15] ibm,systems
[13] changing,landscape
[13] landscape,means
[13] means,time
[13] learn,ibm
[13] systems,lab
[13] lab,services

Top Word Pairs in Tweet in G4:
[18] technical,university
[17] #ibmsystems,technical
[17] university,#ibmtechu
[17] ibmpowersystems,ibmstorage
[16] welcome,#ibmsystems
[15] #ibmtechu,featuring
[15] featuring,ibmpowersystems
[10] ibmstorage,sharpen
[10] sharpen,expertise
[6] 21,25

Top Word Pairs in Tweet in G5:
[3] join,event
[3] event,2019
[3] buenos,aires
[3] technical,university
[3] university,#ibmtechu
[2] 2019,buenos
[2] aires,ibm
[2] ibm,technical
[2] ibm,systems
[2] vegas,october

Top Word Pairs in Tweet in G6:
[10] ibm,vp
[10] vp,calline
[10] calline,sanchez
[10] sanchez,invites
[10] invites,techu
[10] techu,vegas
[10] vegas,#ibmtechu
[8] krish_nas,ibm
[5] attend,ibm
[5] ibm,techu

Top Word Pairs in Tweet in G7:
[2] ibm,partners
[2] partners,attend
[2] attend,#techu
[2] #techu,#ibmtechu
[2] #ibmtechu,#ai
[2] #ai,#bigdata
[2] #bigdata,#analytics
[2] #analytics,#dataanalytics
[2] #dataanalytics,#blockchain
[2] #blockchain,#storage

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@thomas_harrer
@stephanenappo
@ibmsystems
@ibmpowersystems
@ibmstorage
@spirosmargaris
@dtenaerts_be
@topcybernews
@pwc

Top Mentioned in G1:
@thomas_harrer
@mikequindazzi
@stephanenappo
@topcybernews
@ibmpowersystems
@dtenaerts_be
@ibmstorage
@ibmsystems
@spirosmargaris
@blueexperts

Top Mentioned in G2:
@mikequindazzi
@stephanenappo
@thomas_harrer
@nodexl
@spirosmargaris
@pwc
@c
@ibmsystems
@mvollmer1

Top Mentioned in G3:
@ibmsystems
@cksanche
@zoginstor
@ibmpartners
@mahdadmajd
@lars_fpetersson
@thomas_harrer
@atlantafalcons
@ibm
@ibmchampions

Top Mentioned in G4:
@ibmpowersystems
@ibmstorage
@thomas_harrer
@blueexperts
@ibmsystems
@dtenaerts_be
@sean_f
@topcybernews
@stephanenappo
@ibm

Top Mentioned in G6:
@krish_nas
@chithra_k_s

Top Mentioned in G7:
@atishisapru

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@calcaware
@machinelearn_d
@kuriharan
@agirregabiria
@spirosmargaris
@ipfconline1
@topcybernews
@cybersec_feeds
@ibmdeveloper

Top Tweeters in G1:
@kuriharan
@ibmdeveloper
@pierrepinna
@ronald_vanloon
@spain_eu_dubai
@haroldsinnott
@mvollmer1
@manriquevaldor
@alvinfoo
@chuckdbrooks

Top Tweeters in G2:
@chidambara09
@calcaware
@machinelearn_d
@spirosmargaris
@ipfconline1
@thecuriousluke
@jluisperezg
@mikequindazzi
@filmmakersgnxt
@brainroaring

Top Tweeters in G3:
@agirregabiria
@atlantafalcons
@absconsulting
@pierre018
@mathtimms2
@neve10
@ibmpartners
@ibmsystems
@ibmz
@zoginstor

Top Tweeters in G4:
@topcybernews
@dt
@ibmstorage
@ibmpowersystems
@ibm
@sean_f
@tonnybastiaans
@johnpearcenews5
@jonherd
@petrawalzde

Top Tweeters in G5:
@cabanes
@majo_jones
@carlashultis
@gustavot74
@rcsoave
@chriskonarski
@pujaleekha
@kchawkinsexec

Top Tweeters in G6:
@krish_nas
@twit2poo
@chithra_k_s
@panda208524

Top Tweeters in G7:
@cybersec_feeds
@atishisapru