#IBMSystems, Twitter, 10/20/2019 8:35:34 PM, 213608


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#IBMSystems_2019-10-20_13-26-05.xlsx
#IBMSystems_2019-10-20_13-26-05.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 20, 2019
Short Description:
#IBMSystems via NodeXL http://bit.ly/360fwTU
@thomas_harrer
@giogreatti
@ibmsystems
@ibmnews
@topcybernews
@ibmitalia
@ibm
@wef
@dietel_matthias
@haroldsinnott

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

Description:
Description
The graph represents a network of 538 Twitter users whose recent tweets contained "#IBMSystems", 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, 1-hour, 54-minute period from Friday, 11 October 2019 at 17:59 UTC to Sunday, 20 October 2019 at 19:53 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=205732
[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/services/learning/ites.wss/zz-en?pageType=page&c=OD7PP1NGVTG5WGH1
[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
[4] https://www.ibm.com/thought-leadership/institute-business-value/report/blockchain-principles
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213435
[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

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205732
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[7] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=OD7PP1NGVTG5WGH1
[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/thought-leadership/institute-business-value/report/blockchain-principles
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[2] https://www.ibm.com/thought-leadership/institute-business-value/report/exploring-quantum-financial
[2] https://www.ibm.com/blogs/blockchain/2019/10/want-to-reduce-ocean-pollution-blockchain-is-paving-the-way/?linkId=74662298

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

Top URLs in Tweet in G3:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205732
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[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=213435
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[2] https://www.slideshare.net/DominiqueTenaerts/10-reasons-to-attend-techu-prague
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,384dd62c-9105-47bc-a13b-00237cae4807&lang=en&sms=2&cn=Hjc6_8n1xU2I5hYenKps-g
[1] https://www.ibm.com/training/events/sydney2019

Top URLs in Tweet in G4:
[3] https://www.ibm.com/easytools/runtime/hspx/prod/public/X0027/PortalX/it/it/page/pageTemplate?s=78c374df5c884363b46454a5ffefb5d9&c=5afdb629397249788081209f907fbfa3
[1] https://www.multivu.com/players/English/8247554-ibm-promare-mayflower-autonomous-ship-project/

Top URLs in Tweet in G6:
[1] https://twitter.com/_Easis/status/1183768481252200450

Top URLs in Tweet in G8:
[3] https://twitter.com/Thomas_Harrer
[3] https://www.ibm.com/blogs/systems/on-your-journey-to-hybrid-multicloud-youll-encounter-new-storage-challenges/
[3] https://devops.com/
[2] https://twitter.com/IBMSystems/status/1173974924140130305
[2] https://twitter.com/Shirastweet/status/1174632056355262465
[2] https://twitter.com/RedHat/status/1175032399144607744
[2] https://twitter.com/SUSE/status/1174715148755513346
[2] https://twitter.com/IBMLinuxONE/status/1174654442471350272
[2] https://twitter.com/IBMSystems/status/1172525347839107074
[2] https://twitter.com/IBMSystems/status/1173612542628978694

Top URLs in Tweet in G10:
[1] https://twitter.com/IBMZ/status/1173280350275022848

Top Domains
Top Domains in Tweet in Entire Graph:
[90] nodexlgraphgallery.org
[34] ibm.com
[31] dy.si
[29] twitter.com
[4] cvent.com
[4] weforum.org
[3] devops.com
[3] multivu.com
[2] slideshare.net
[2] youtube.com

Top Domains in Tweet in G1:
[39] nodexlgraphgallery.org
[19] ibm.com
[14] dy.si
[4] weforum.org
[1] cvent.com
[1] destinationz.org
[1] youtube.com
[1] ziftsolutions.com

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

Top Domains in Tweet in G3:
[23] nodexlgraphgallery.org
[4] ibm.com
[2] slideshare.net
[1] cvent.com
[1] linkedin.com
[1] twitter.com

Top Domains in Tweet in G4:
[3] ibm.com
[1] multivu.com

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

Top Domains in Tweet in G8:
[23] twitter.com
[17] dy.si
[5] ibm.com
[3] devops.com
[2] cvent.com
[1] linkedin.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[631] ibmtechu
[601] ibmsystems
[577] architectingthefuture
[500] ibm
[310] cto
[292] europe
[251] prague
[208] techu
[82] ibmz
[80] smm



Top Hashtags in Tweet in G1:
[369] ibmtechu
[321] architectingthefuture
[314] ibmsystems
[265] ibm
[204] cto
[199] europe
[189] prague
[153] techu
[72] smm
[54] video

Top Hashtags in Tweet in G2:
[119] architectingthefuture
[93] ibmtechu
[79] ibm
[78] ibmsystems
[23] cto
[16] europe
[15] prague
[9] techu
[8] hyperloop
[5] cybersecurity

Top Hashtags in Tweet in G3:
[109] ibmtechu
[89] architectingthefuture
[78] ibmsystems
[64] ibm
[45] cto
[44] prague
[41] techu
[39] europe
[9] ibmers
[8] ibmstorage

Top Hashtags in Tweet in G4:
[19] agrifood
[19] innovation
[18] z15
[18] ibmsystems
[16] ibmpower
[6] cloud
[6] ibm
[5] mainframe
[5] ibmz
[5] ibmz15

Top Hashtags in Tweet in G5:
[15] architectingthefuture
[15] ibmtechu
[14] cto
[14] ibm
[14] ibmsystems
[14] europe
[3] security
[3] cybersecurity
[3] hackers
[3] databreach

Top Hashtags in Tweet in G6:
[9] jfr2019
[3] ibmsystems
[1] datachallenge
[1] cjp
[1] radiologie
[1] ml
[1] ac922
[1] power9
[1] cognitive
[1] healthcare

Top Hashtags in Tweet in G7:
[17] architectingthefuture
[17] ibmtechu
[10] cto
[10] ibm
[10] ibmsystems
[10] europe
[7] techtrends
[7] megatrends
[7] ai
[7] artificialintelligence

Top Hashtags in Tweet in G8:
[54] ibmsystems
[44] ibm
[38] ibmz
[38] linuxone
[37] cloud
[35] data
[33] z15
[13] ibmtechu
[4] architectingthefuture
[4] cto

Top Hashtags in Tweet in G9:
[12] architectingthefuture
[12] ibmtechu
[10] cto
[10] ibm
[10] ibmsystems
[10] europe
[1] techu
[1] prague
[1] techtrends
[1] megatrends

Top Hashtags in Tweet in G10:
[2] z15
[2] ibmsystems
[1] shangrilahotel
[1] ibmz
[1] teamonamission
[1] ibmz15

Top Words
Top Words in Tweet in Entire Graph:
[1344] Words in Sentiment List#1: Positive
[187] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[28551] Non-categorized Words
[30082] Total Words
[1011] #ibmsystems
[796] #ibm
[780] #ibmtechu
[735] thomas_harrer
[657] #architectingthefuture

Top Words in Tweet in G1:
[490] #ibmsystems
[428] #ibmtechu
[427] #ibm
[405] thomas_harrer
[352] #architectingthefuture
[343] #europe
[329] #cto
[309] distinguished
[309] engineer
[217] #prague

Top Words in Tweet in G2:
[145] #architectingthefuture
[126] #ibm
[125] #ibmsystems
[124] #ibmtechu
[123] thomas_harrer
[93] evankirstel
[83] stephanenappo
[80] domhalps
[73] ty
[67] haroldsinnott

Top Words in Tweet in G3:
[179] #ibmsystems
[167] #ibmtechu
[159] thomas_harrer
[140] #ibm
[130] #cto
[121] #europe
[112] #architectingthefuture
[96] #smm
[83] #techu
[79] topcybernews

Top Words in Tweet in G4:
[75] #ibmsystems
[46] #innovation
[34] di
[34] #cloud
[32] mission
[29] per
[29] s
[29] #ai
[27] ibm
[27] promare

Top Words in Tweet in G5:
[18] #cto
[18] #ibmsystems
[18] #europe
[17] techinsider
[15] #architectingthefuture
[15] #ibmtechu
[15] thomas_harrer
[15] distinguished
[15] engineer
[15] #ibm

Top Words in Tweet in G6:
[20] ibm_france
[14] ibm
[13] challenge
[13] #jfr2019
[13] #ibmsystems
[9] team
[9] data
[7] ccaramellaigr
[7] systems
[7] center

Top Words in Tweet in G7:
[18] #ibmtechu
[18] #ibm
[18] #ibmsystems
[17] #ai
[17] #futureofwork
[17] #robotics
[17] #architectingthefuture
[17] thomas_harrer
[17] distinguished
[17] engineer

Top Words in Tweet in G8:
[54] #ibmsystems
[44] #ibm
[38] #ibmz
[38] #linuxone
[37] #cloud
[35] #data
[33] #z15
[13] #ibmtechu
[11] cloud
[9] ibm

Top Words in Tweet in G9:
[18] intelligence
[12] #architectingthefuture
[12] #ibmtechu
[12] thomas_harrer
[12] distinguished
[12] engineer
[12] #cto
[12] #ibm
[12] #ibmsystems
[12] #europe

Top Words in Tweet in G10:
[6] event
[4] 10th
[4] singapore
[4] ibm
[4] ap
[4] clients
[4] launch
[4] #ibmsystems
[2] oct
[2] rossmauri

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[569] #ibmsystems,#europe
[566] #ibm,#ibmsystems
[538] #architectingthefuture,#ibmtechu
[473] distinguished,engineer
[405] thomas_harrer,distinguished
[405] engineer,#cto
[376] #cto,#ibm
[287] #ibmtechu,thomas_harrer
[246] 21,25
[217] attend,#architectingthefuture

Top Word Pairs in Tweet in G1:
[340] #ibmsystems,#europe
[309] distinguished,engineer
[307] #ibm,#ibmsystems
[294] #architectingthefuture,#ibmtechu
[256] thomas_harrer,distinguished
[256] engineer,#cto
[233] #cto,#ibm
[178] 21,25
[169] #ibmtechu,thomas_harrer
[164] attend,#architectingthefuture

Top Word Pairs in Tweet in G2:
[117] #architectingthefuture,#ibmtechu
[117] #ibm,#ibmsystems
[80] #ibmtechu,#ibm
[61] #ibmsystems,#europe
[61] evankirstel,frronconi
[54] stephanenappo,evankirstel
[53] #ibmsystems,thomas_harrer
[53] cnet,#iot
[53] #iot,#ff
[53] #ff,haroldsinnott

Top Word Pairs in Tweet in G3:
[117] #ibmsystems,#europe
[89] #ibm,#ibmsystems
[79] #architectingthefuture,#ibmtechu
[79] distinguished,engineer
[70] thomas_harrer,distinguished
[70] engineer,#cto
[64] #cto,#ibm
[50] #ibmtechu,thomas_harrer
[50] #ibmtechu,#techu
[49] 21,25

Top Word Pairs in Tweet in G4:
[32] #ibmsystems,#innovation
[29] #ai,#cloud
[27] ibm,promare
[27] promare,global
[27] global,partners
[27] partners,board
[27] board,mayflower
[27] mayflower,autonomous
[27] autonomous,ship
[27] ship,mission

Top Word Pairs in Tweet in G5:
[18] #ibmsystems,#europe
[15] #architectingthefuture,#ibmtechu
[15] thomas_harrer,distinguished
[15] distinguished,engineer
[15] engineer,#cto
[15] #cto,#ibm
[15] #ibm,#ibmsystems
[14] #ibmtechu,thomas_harrer
[11] #europe,ferry
[11] ferry,terminal

Top Word Pairs in Tweet in G6:
[9] data,challenge
[7] ccaramellaigr,ibm_france
[7] ibm_france,ibm
[7] ibm,systems
[7] systems,center
[7] center,montpellier
[7] montpellier,team
[7] team,won
[7] won,quantacell
[7] quantacell,data

Top Word Pairs in Tweet in G7:
[17] #architectingthefuture,#ibmtechu
[17] #ibmtechu,thomas_harrer
[17] thomas_harrer,distinguished
[17] distinguished,engineer
[17] engineer,#cto
[17] #cto,#ibm
[17] #ibm,#ibmsystems
[17] #ibmsystems,#europe
[10] #europe,#futureofwork
[10] #futureofwork,#cognition

Top Word Pairs in Tweet in G8:
[35] #cloud,#data
[33] #ibmz,#ibm
[33] #ibm,#z15
[33] #z15,#linuxone
[33] #linuxone,#ibmsystems
[33] #ibmsystems,#cloud
[7] prague,#ibmz
[5] #ibm,#ibmsystems
[5] learn,leverage
[5] leverage,disruptive

Top Word Pairs in Tweet in G9:
[12] #architectingthefuture,#ibmtechu
[12] thomas_harrer,distinguished
[12] distinguished,engineer
[12] engineer,#cto
[12] #cto,#ibm
[12] #ibm,#ibmsystems
[12] #ibmsystems,#europe
[11] #ibmtechu,thomas_harrer
[10] #smm,ty
[9] #europe,augmented

Top Word Pairs in Tweet in G10:
[4] launch,event
[2] oct,10th
[2] 10th,singapore
[2] singapore,rossmauri
[2] rossmauri,general
[2] general,manager
[2] manager,ibm
[2] ibm,z
[2] z,linuxone
[2] linuxone,unveils

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@wef
@haroldsinnott
@ibm
@evankirstel
@topcybernews
@stephanenappo
@ibmsystems
@domhalps
@blueexperts

Top Mentioned in G1:
@thomas_harrer
@wef
@ibm
@haroldsinnott
@ibmsystems
@topcybernews
@blueexperts
@evankirstel
@larrykim
@marcusborba

Top Mentioned in G2:
@thomas_harrer
@evankirstel
@stephanenappo
@domhalps
@haroldsinnott
@frronconi
@cnet
@mvollmer1
@terence_mills
@edmuke

Top Mentioned in G3:
@thomas_harrer
@topcybernews
@ibm
@wef
@blueexperts
@evankirstel
@j_buck51
@ibmsystems
@michelvdp
@nodexl

Top Mentioned in G4:
@altieriluca
@ecereda

Top Mentioned in G5:
@techinsider
@thomas_harrer
@topcybernews
@evankirstel
@stephanenappo
@wef
@haroldsinnott

Top Mentioned in G6:
@ibm_france
@ibm
@ibmsystems
@quantacell_sas
@thibaudibm
@jabroyelle
@maximedeloche

Top Mentioned in G7:
@thomas_harrer
@futurism
@mikequindazzi
@ibmsystems

Top Mentioned in G9:
@thomas_harrer
@forrester
@welcomeai
@ronald_vanloon
@wef
@chboursin
@topcybernews
@t3me
@futurism

Top Mentioned in G10:
@rossmauri
@ranadearati
@sunny_panjabi
@deonnewm
@jodiesangster
@nishzilla
@ajohnstonpell
@deepalinaair

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@robre62
@deejayiwan
@evankirstel
@chidambara09
@ottlegalrebels
@josefer38693523
@btzmedina
@iam__network
@calcaware

Top Tweeters in G1:
@chidambara09
@ottlegalrebels
@calcaware
@nomoreslaves
@adnanserpen
@debraruh
@edimosip
@michaelpurvis64
@ssxman2
@martingaedt

Top Tweeters in G2:
@arkangelscrap
@deejayiwan
@evankirstel
@josefer38693523
@btzmedina
@cybersec_feeds
@cnbc
@mjoehlerich
@cnet
@vivekghosal

Top Tweeters in G3:
@jldercle
@topcybernews
@hal_good
@severinelienard
@domhalps
@sallyeaves
@gregorsideris
@dt
@petrabernhardt
@slideshare

Top Tweeters in G4:
@robre62
@tmmmarshall
@enerphyschem
@scitechmachine
@qualityisarul3
@deepindex
@decollanz
@ibmresearch
@ibmitalia
@giovima

Top Tweeters in G5:
@acertijo
@justbementalist
@thetechnologytm
@2ndleprechaun
@techinsider
@gmk07
@maltrakn
@netzpalaver
@aditeesinghi
@cbjalberta

Top Tweeters in G6:
@ibmcctr
@jmrod8
@ibm_france
@annickleber
@wahart
@s_jezequel
@nsekkaki
@vasquesxavier
@marolleaubenoit
@ccaramellaigr

Top Tweeters in G7:
@sminaev2015
@fca_hq
@bookgrizznow
@jgrobicki
@futurism
@dak970
@paliwalglobal
@hkeem1
@anoukdarby
@monica25101990

Top Tweeters in G8:
@iam__network
@cabanes
@yuli_sidharta
@marijamijalko
@koivuanne
@mbogo333
@chilkner
@husanlal16
@danieleudali
@fldougegan

Top Tweeters in G9:
@newsneus
@vishne0
@ronald_vanloon
@lllloyd1
@diminakov
@forrester
@cognos_newsbot
@ingridcapuni
@carolemiramont
@welcomeai

Top Tweeters in G10:
@theebizwizard
@deepalinaair
@deonnewm
@ajohnstonpell
@nishzilla
@jodiesangster
@rahul_bhalla_
@sunny_panjabi
@ranadearati


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