#Ibmtechu, Twitter, 5/24/2019 3:35:35 PM, 197928


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#Ibmtechu_2019-05-24_08-27-21.xlsx
#Ibmtechu_2019-05-24_08-27-21.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 24, 2019
Short Description:
#Ibmtechu via NodeXL http://bit.ly/2HPVekA
@thomas_harrer
@chrispoole
@stephanenappo
@theresalhans
@richgx
@souissidadou
@ibmwatson
@dtenaerts_be
@anka_shugol
@rsm_partners

Top hashtags:
#ibmtechu
#berlin
#ibm
#ai
#ibmsystems
#ibmz
#smm
#thinkatibm
#socialcto

Description:
Description
The graph represents a network of 373 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 Friday, 24 May 2019 at 15:28 UTC.

The tweets in the network were tweeted over the 9-day, 12-hour, 19-minute period from Wednesday, 15 May 2019 at 03:00 UTC to Friday, 24 May 2019 at 15:20 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 : 373
Unique Edges : 716
Edges With Duplicates : 1295
Total Edges : 2011
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.0509626274065685
Reciprocated Edge Ratio : 0.0969827586206897
Connected Components : 15
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 353
Maximum Edges in a Connected Component : 1990
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.403671
Graph Density : 0.00668799907751737
Modularity : 0.282998
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152
[10] https://www.ibm.com/de-de/events/thinkatibm/events/index.html
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194263
[6] 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
[6] https://rsmpartners.com/News_Mark-Wilson-presents-at-IBM-Tech-University-Berlin.html
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197360
[5] https://www.youtube.com/watch?v=4ZgTYPG0grY&feature=youtu.be

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197391
[4] https://www.ibm.com/blogs/watson/2018/01/thomson-reuters-ibm-bringing-ai-legal-professionals/?cm_mmc=OSocial_Twitter-_-Watson+Core_Watson+Core+-+Platform-_-WW_WW-_-How+Reuters+And+IBM+Bring+AI+To+Data+Privacy+Feb+2018&cm_mmca1=000000OF&cm_mmca2=10000408&2285669099&linkId=66859201

Top URLs in Tweet in G1:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[10] https://www.ibm.com/de-de/events/thinkatibm/events/index.html
[6] 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
[5] https://www.youtube.com/watch?v=4ZgTYPG0grY&feature=youtu.be

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152
[4] https://www.ibm.com/blogs/watson/2018/01/thomson-reuters-ibm-bringing-ai-legal-professionals/?cm_mmc=OSocial_Twitter-_-Watson+Core_Watson+Core+-+Platform-_-WW_WW-_-How+Reuters+And+IBM+Bring+AI+To+Data+Privacy+Feb+2018&cm_mmca1=000000OF&cm_mmca2=10000408&2285669099&linkId=66859201
[3] https://www.ibm.com/it-infrastructure/solutions/ai?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-&2295723527&linkId=67076690
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194263
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197591
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197360

Top URLs in Tweet in G2:
[2] https://zowe.org/
[2] https://twitter.com/cicsabel/status/1130729706867908608
[1] https://twitter.com/chrispoole/status/1130392371173175297
[1] https://twitter.com/RichGx/status/1130757987683971073
[1] https://www.ibm.com/support/z-content-solutions/container-extensions/
[1] https://twitter.com/richgx/status/1131882249891323904
[1] https://www.ibm.com/uk-en/marketplace/sdk-nodejs-compiler-zos
[1] https://twitter.com/i/moments/1130467220117774336
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197360
[1] https://twitter.com/i/moments/1130587115060908033

Top URLs in Tweet in G3:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194263
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197391
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197708
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197360
[1] https://twitter.com/Thomas_Harrer/status/1130513149126426625
[1] https://twitter.com/thomas_harrer/status/1128206090066374658
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197591
[1] https://blocksandfiles.com/2019/05/08/ibm-panzura-reseller-agreement/

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=9TFVtxBdyOg&feature=youtu.be


Top URLs in Tweet in G7:
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,e8cac6dd-a9b8-4f4e-ae2f-a91eb4be82c6&lang=en&sms=2&cn=jGqU3zN4BkKTjvXBIIO6oA
[1] https://www.youracclaim.com/badges/bdd3fd31-7af8-4a3a-aed5-955ecf8d6f99/twitter
[1] https://dy.si/hhPzj32
[1] https://twitter.com/Thomas_Harrer/status/1130775912931319814

Top URLs in Tweet in G8:
[6] https://rsmpartners.com/News_Mark-Wilson-presents-at-IBM-Tech-University-Berlin.html
[1] https://lnkd.in/gr4Pzyb
[1] https://www-03.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=FBAW9ITQV7TWW9TF

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=Ur0jYyvqq9I&feature=youtu.be

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


Top URLs in Tweet in G10:
[2] https://dy.si/qyRSN
[2] https://dy.si/RjpH5

Top Domains
Top Domains in Tweet in Entire Graph:
[58] nodexlgraphgallery.org
[28] ibm.com
[19] twitter.com
[12] youtube.com
[7] dy.si
[6] rsmpartners.com
[2] lnkd.in
[2] zowe.org
[2] cvent.com
[1] 1.tech

Top Domains in Tweet in G1:
[25] ibm.com
[24] nodexlgraphgallery.org
[5] youtube.com
[4] twitter.com
[1] lnkd.in

Top Domains in Tweet in G2:
[11] twitter.com
[2] zowe.org
[2] ibm.com
[2] nodexlgraphgallery.org
[1] youtube.com
[1] linkedin.com
[1] 1.tech
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[32] nodexlgraphgallery.org
[2] twitter.com
[1] blocksandfiles.com
[1] cvent.com
[1] eweek.com

Top Domains in Tweet in G6:
[1] youtube.com

Top Domains in Tweet in G7:
[1] cvent.com
[1] youracclaim.com
[1] dy.si
[1] twitter.com

Top Domains in Tweet in G8:
[6] rsmpartners.com
[1] lnkd.in
[1] ibm.com

Top Domains in Tweet in G9:
[4] youtube.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[516] ibmtechu
[246] berlin
[237] ibm
[188] ai
[174] ibmsystems
[124] ibmz
[117] smm
[104] thinkatibm
[68] socialcto
[66] proudibmer



Top Hashtags in Tweet in G1:
[220] ibmtechu
[164] ibm
[151] berlin
[130] ibmsystems
[111] smm
[100] ai
[87] thinkatibm
[62] ibmz
[57] proudibmer
[53] socialcto

Top Hashtags in Tweet in G2:
[186] ibmtechu
[71] berlin
[47] ibmz
[43] ibm
[18] ibmsystems
[15] linuxone
[12] europe
[12] atf
[10] blockchain
[7] cloud

Top Hashtags in Tweet in G3:
[55] ibmtechu
[25] ai
[20] ibm
[16] ibmsystems
[16] berlin
[13] thinkatibm
[13] ibmstorage
[12] socialcto
[10] objectstorage
[9] mainframe

Top Hashtags in Tweet in G4:
[45] ai
[31] robots
[31] humans
[22] robotic
[22] robotics
[12] machinelearning
[10] autonomous
[5] ibmtechu
[4] ibm
[4] berlin

Top Hashtags in Tweet in G5:
[12] humans
[12] robots
[12] ai
[12] artificialintelligence
[11] futureofwork
[1] ibm
[1] proudibmer
[1] cybersecurity
[1] gdpr
[1] privacy

Top Hashtags in Tweet in G6:
[6] ibmtechu
[2] ibm
[1] berlin
[1] europe
[1] businessintelligence
[1] ibmdeveloper

Top Hashtags in Tweet in G7:
[9] ibmtechu
[3] ibmz
[3] ibmsystems
[2] linuxone
[2] berlin
[1] techu
[1] ibmims
[1] ibmlinuxone
[1] ibm
[1] proudibmer

Top Hashtags in Tweet in G8:
[16] ibmtechu
[5] ibmz
[1] security

Top Hashtags in Tweet in G9:
[6] ibmtechu
[3] ibmstorage
[2] ibmtechuatlanta
[2] ibmsystems
[1] berlin
[1] ibm
[1] europe

Top Hashtags in Tweet in G10:
[4] ibmtechu
[4] ibmstorage
[2] ibmsystems

Top Words
Top Words in Tweet in Entire Graph:
[368] Words in Sentiment List#1: Positive
[139] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14501] Non-categorized Words
[15008] Total Words
[515] #ibmtechu
[399] thomas_harrer
[246] #berlin
[239] #ibm
[188] #ai

Top Words in Tweet in G1:
[220] #ibmtechu
[164] #ibm
[151] #berlin
[136] thomas_harrer
[130] #ibmsystems
[111] #smm
[104] ibmsystems
[100] #ai
[87] #thinkatibm
[85] ibm

Top Words in Tweet in G2:
[185] #ibmtechu
[76] thomas_harrer
[71] #berlin
[47] #ibmz
[45] #ibm
[41] ibm
[40] berlin
[31] z
[28] future
[28] anka_shugol

Top Words in Tweet in G3:
[107] thomas_harrer
[55] #ibmtechu
[33] nodexl
[25] #ai
[23] topcybernews
[21] zoginstor
[20] stephanenappo
[20] #ibm
[19] ibm
[17] ibmsystems

Top Words in Tweet in G4:
[63] thomas_harrer
[57] mikequindazzi
[45] #ai
[32] planet
[32] together
[32] mashable
[31] #robots
[31] #humans
[31] harbrima
[22] #robotic

Top Words in Tweet in G5:
[14] thomas_harrer
[12] #humans
[12] #robots
[12] #ai
[12] #artificialintelligence
[11] 10
[11] skills
[11] give
[11] edge
[11] over

Top Words in Tweet in G6:
[6] #ibmtechu
[4] ibmz
[3] berlin
[3] great
[3] session
[3] ibmanalytics
[3] db2world
[2] analytics
[2] accelerator
[2] now

Top Words in Tweet in G7:
[9] #ibmtechu
[3] ibm
[3] #ibmz
[3] #ibmsystems
[2] prague
[2] technical
[2] ibmstorage
[2] #linuxone
[2] fun
[2] week

Top Words in Tweet in G8:
[19] z
[16] #ibmtechu
[15] berlin
[13] ich408i
[11] ibm
[10] sessions
[9] rsm_partners
[9] os
[9] week
[8] rsm

Top Words in Tweet in G9:
[6] #ibmtechu
[3] #ibmstorage
[3] heard
[3] ibm
[3] storage
[3] insights
[3] want
[3] more
[3] take
[3] guided

Top Words in Tweet in G10:
[4] ibm
[4] storage
[4] insights
[4] #ibmtechu
[4] #ibmstorage
[2] #ibmsystems

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[78] #berlin,#ibmtechu
[72] #ibm,#berlin
[70] #ibmtechu,#berlin
[62] architecting,future
[57] thomas_harrer,#ibm
[48] planet,together
[48] together,mashable
[48] mashable,mikequindazzi
[44] #ibmtechu,berlin
[42] #robots,#humans

Top Word Pairs in Tweet in G1:
[42] #berlin,#ibmtechu
[40] #ibmtechu,#berlin
[39] #ibm,#berlin
[36] #socialcto,#smm
[36] architecting,future
[35] ibm,ibmsystems
[31] #proudibmer,#socialcto
[31] ibmz,ibm
[30] #thinkatibm,#ibmtechu
[29] #ibmtechu,#thinkatibm

Top Word Pairs in Tweet in G2:
[26] #ibmtechu,#berlin
[26] #ibmtechu,berlin
[26] thomas_harrer,#ibm
[25] #berlin,#ibmtechu
[24] architecting,future
[23] #ibm,#berlin
[16] thomas_harrer,#ibmtechu
[15] ibm,cloud
[13] msjennsays,anka_shugol
[12] ibm,z

Top Word Pairs in Tweet in G3:
[15] thomas_harrer,stephanenappo
[14] #ibmtechu,nodexl
[13] thomas_harrer,#ibmtechu
[13] thomas_harrer,#ibm
[11] thomas_harrer,#socialcto
[11] #socialcto,thomas_harrer
[11] thomas_harrer,nodexl
[11] nodexl,ty
[11] spirosmargaris,thomas_harrer
[10] ibmsystems,topcybernews

Top Word Pairs in Tweet in G4:
[32] planet,together
[32] together,mashable
[32] mashable,mikequindazzi
[31] thomas_harrer,#robots
[31] #robots,#humans
[31] #humans,planet
[31] mikequindazzi,harbrima
[22] thomas_harrer,#robotic
[22] #robotic,arm
[22] arm,learns

Top Word Pairs in Tweet in G5:
[11] thomas_harrer,10
[11] 10,skills
[11] skills,give
[11] give,#humans
[11] #humans,edge
[11] edge,over
[11] over,#robots
[11] #robots,#ai
[11] #ai,wef
[11] wef,kkruse

Top Word Pairs in Tweet in G6:
[3] #ibmtechu,berlin
[2] great,session
[2] analytics,accelerator

Top Word Pairs in Tweet in G7:
[2] #ibmtechu,week
[2] 16,45

Top Word Pairs in Tweet in G8:
[13] #ibmtechu,berlin
[10] ibm,z
[9] z,os
[8] presenting,number
[8] number,ibm
[8] z,z
[8] os,sessions
[7] ich408i,#ibmtechu
[6] week,rsm
[6] rsm,partners

Top Word Pairs in Tweet in G9:
[3] #ibmstorage,heard
[3] heard,ibm
[3] ibm,storage
[3] storage,insights
[3] insights,#ibmtechu
[3] #ibmtechu,want
[3] want,more
[3] more,take
[3] take,guided
[3] guided,tour

Top Word Pairs in Tweet in G10:
[4] ibm,storage
[4] storage,insights
[4] insights,#ibmtechu
[4] #ibmtechu,#ibmstorage
[2] #ibmstorage,#ibmsystems

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@ibmsystems
@ibm
@mikequindazzi
@ibmz
@topcybernews
@nodexl
@stephanenappo
@mashable
@spirosmargaris

Top Mentioned in G1:
@thomas_harrer
@ibmsystems
@ibm
@ibmz
@topcybernews
@stephanenappo
@spirosmargaris
@ibmpowersystems
@nodexl
@mikequindazzi

Top Mentioned in G2:
@thomas_harrer
@anka_shugol
@msjennsays
@richgx
@helenelyon
@kastoodley
@chrispoole
@ibmz
@theresalhans
@thewalls

Top Mentioned in G3:
@thomas_harrer
@nodexl
@zoginstor
@topcybernews
@stephanenappo
@ibmsystems
@spirosmargaris
@mikequindazzi
@ibm
@wohlforddr

Top Mentioned in G4:
@thomas_harrer
@mikequindazzi
@mashable
@harbrima
@ibmsystems
@reza_zadeh
@lunkelhaeusser
@harbrimah
@stephanenappo

Top Mentioned in G5:
@thomas_harrer
@wef
@kkruse
@ibm
@mashable
@mikequindazzi
@harbrima

Top Mentioned in G6:
@ibmz
@ibmanalytics
@db2world
@ibmwatson
@ibmdb2
@eberhardhechler
@proudibmer
@thomas_harrer
@ibmlinuxone
@machinelearn_d

Top Mentioned in G8:
@ich408i
@rsm_partners
@richgx
@ibmz

Top Mentioned in G9:
@johnlang123
@hmarleyallen
@thomas_harrer
@bobby_gratz

Top Mentioned in G10:
@chithra_k_s
@krish_nas

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@chidambara09
@ramikantari
@mashable
@glaciarblue
@cnbc
@santchiweb
@machinelearn_d
@yvesmulkers
@kuriharan

Top Tweeters in G1:
@evankirstel
@yvesmulkers
@kuriharan
@ashot_
@adamsconsulting
@ideagov
@tmmmarshall
@ipfconline1
@sachatb
@nowthisnews

Top Tweeters in G2:
@santchiweb
@pardoe_ai
@brianlinuxing
@topstartupsusa
@cmaldy
@starmarsovec
@ibmcloud
@henrikuiper
@igor_os777
@ibmsystems

Top Tweeters in G3:
@chidambara09
@ramikantari
@cnbc
@spirosmargaris
@topcybernews
@paula_piccard
@ronald_vanloon
@vivianfrancos
@chuckdbrooks
@polarbear_pc

Top Tweeters in G4:
@mashable
@glaciarblue
@cseiriz
@enjoygoodlife
@thecuriousluke
@simplivllc
@mikequindazzi
@t2yes
@douglaschongys
@whoisabishag

Top Tweeters in G5:
@wef
@manriquevaldor
@2ndleprechaun
@edgeiotai
@rain2and
@spkyurmind
@kkruse
@mohr_inno
@rpa_academy
@gauweb2

Top Tweeters in G6:
@machinelearn_d
@ibmanalytics
@ibmtraining
@ibmdb2
@ibmwatson
@db2world
@ibmjobscee
@souissidadou
@rogerbales
@amstarindia

Top Tweeters in G7:
@cabanes
@tomliao001
@bwhugen
@jeffbisti
@kressheiko
@breakingbrahma
@pivotor
@raffaelliv

Top Tweeters in G8:
@rfeio
@rodlittle
@rsm_partners
@gseukc
@ich408i
@linda_mc_grath
@genznetworking

Top Tweeters in G9:
@bobby_gratz
@hmarleyallen
@johnlang123
@theguyinthehat4

Top Tweeters in G10:
@krish_nas
@chithra_k_s


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