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#IBMSystems_2019-10-21_01-09-37.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
October 21, 2019
Short Description:
#IBMSystems via NodeXL http://bit.ly/2MWtCwU
@topcybernews
@ibmsystems
@ibmnews
@ibmitalia
@marolleaubenoit
@thomas_harrer
@ibm
@ibmz
@interskill
@kressheiko

Top hashtags:
#ibmsystems
#ibm
#ibmtechu
#ibmz
#z15
#cloud
#architectingthefuture
#linuxone
#data
#techu

Description:
Description
The graph represents a network of 260 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 Monday, 21 October 2019 at 08:10 UTC.

The tweets in the network were tweeted over the 8-day, 23-hour, 14-minute period from Saturday, 12 October 2019 at 08:48 UTC to Monday, 21 October 2019 at 08:02 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

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
[9] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=OD7PP1NGVTG5WGH1
[7] https://devops.com/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[3] https://www.ibm.com/blogs/systems/on-your-journey-to-hybrid-multicloud-youll-encounter-new-storage-challenges/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[3] https://www.ibm.com/easytools/runtime/hspx/prod/public/X0027/PortalX/it/it/page/pageTemplate?s=78c374df5c884363b46454a5ffefb5d9&c=5afdb629397249788081209f907fbfa3
[3] https://www.multivu.com/players/English/8247554-ibm-promare-mayflower-autonomous-ship-project/
[3] https://twitter.com/Thomas_Harrer

Top URLs in Tweet in G1:
[1] https://twitter.com/TopCyberNews/status/1186035301745074185
[1] https://www.ibm.com/events/gartner/orlando?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-Gartner+Symposium+2019&cm_mmca1=000019DR&cm_mmca2=10001375&linkId=75105585
[1] https://community.ibm.com/community/user/ibmz-and-linuxone/blogs/melissa-sassi1/2019/09/30/class-of-2020-ibm-hyper-protect-accelerator-powere?CommunityKey=53d759c6-31ad-4ebd-b518-0696ea821f14&tab=
[1] https://www.linkedin.com/slink?code=dmDrjcv
[1] https://twitter.com/_Easis/status/1183768481252200450
[1] https://sites.ziftsolutions.com/ibm.ziftsolutions.com/8a9983876db0b0e5016db1a498462bde?cid=8a9983876db0b0e5016db1a49c912c08&url=https%3A%2F%2Fwww.ibm.com%2Fblogs%2Fsystems%2Fhow-to-choose-the-best-it-infrastructure-for-sap-hana

Top URLs in Tweet in G2:
[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 G3:
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[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=213561
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213435
[2] https://www.slideshare.net/DominiqueTenaerts/10-reasons-to-attend-techu-prague
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560

Top URLs in Tweet in G5:
[3] https://twitter.com/Thomas_Harrer
[1] https://www.linkedin.com/slink?code=gjqJ3UJ
[1] https://www.ibm.com/blogs/client-voices/blockchain-helps-address-ocean-pollution/?utm_source=231194&utm_medium=twitter&es_p=10311385
[1] https://twitter.com/MITIBMLab/status/1184102153733820418
[1] https://dy.si/b2CMWW2
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,e8cac6dd-a9b8-4f4e-ae2f-a91eb4be82c6&lang=en&sms=2&cn=x_d-Ej0s4UODIyymwDEJjw
[1] https://twitter.com/IBM/status/1184836463629946880
[1] https://www.ibm.com/fi-en/events/think-summit/index.html?cm_mmc=OSocial_Blog-_-Systems_Systems+-+Storage-_-FI_FI-_-Blog+THINK+Summmit&cm_mmca1=000036SA&cm_mmca2=10003038
[1] https://twitter.com/apmcfadden/status/1185015730535915520
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,c8cf882b-e07a-418f-beac-f4b760e48fa5&lang=en&sms=2&cn=vnhODas04kOZ5r4-WwxjdA

Top URLs in Tweet in G6:
[8] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=OD7PP1NGVTG5WGH1

Top URLs in Tweet in G7:
[1] https://twitter.com/IBMZ/status/1173280350275022848

Top URLs in Tweet in G8:
[2] 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] http://destinationz.org/Community/Evangelizing-Mainframe/September-2017/How-the-IBM-Open-Badge-Program-Is-Transforming-Wor

Top URLs in Tweet in G9:
[1] https://twitter.com/afachat/status/1183641346617294848

Top URLs in Tweet in G10:
[7] https://devops.com/
[3] https://www.ibm.com/blogs/systems/on-your-journey-to-hybrid-multicloud-youll-encounter-new-storage-challenges/
[2] https://dy.si/7nbfND2
[2] https://dy.si/bSNtn
[2] https://dy.si/7LUQo
[2] https://dy.si/1Vb1Un
[2] https://dy.si/XEh6Q
[2] https://dy.si/sJnRa
[2] https://dy.si/Huyp6
[2] https://dy.si/sAG9X

Top Domains
Top Domains in Tweet in Entire Graph:
[48] nodexlgraphgallery.org
[35] dy.si
[30] twitter.com
[26] ibm.com
[7] devops.com
[3] cvent.com
[3] multivu.com
[2] slideshare.net
[2] youtube.com
[2] linkedin.com

Top Domains in Tweet in G1:
[2] twitter.com
[2] ibm.com
[1] linkedin.com
[1] ziftsolutions.com

Top Domains in Tweet in G2:
[3] ibm.com
[1] multivu.com

Top Domains in Tweet in G3:
[27] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[21] nodexlgraphgallery.org
[5] ibm.com
[2] slideshare.net

Top Domains in Tweet in G5:
[8] twitter.com
[2] ibm.com
[2] cvent.com
[1] linkedin.com
[1] dy.si

Top Domains in Tweet in G6:
[8] ibm.com

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

Top Domains in Tweet in G8:
[2] youtube.com
[1] cvent.com
[1] destinationz.org

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

Top Domains in Tweet in G10:
[34] dy.si
[15] twitter.com
[7] devops.com
[3] ibm.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[211] ibmsystems
[138] ibm
[86] ibmtechu
[84] ibmz
[79] z15
[76] cloud
[63] architectingthefuture
[63] linuxone
[53] data
[37] techu



Top Hashtags in Tweet in G1:
[26] ibmsystems
[18] ibm
[16] gartnersym
[10] jfr2019
[3] ibmtechu
[3] cloud
[3] multicloud
[2] techuprague
[2] healthtech
[2] startup

Top Hashtags in Tweet in G2:
[21] agrifood
[19] innovation
[18] ibmpower
[18] ibmsystems
[18] z15
[6] cloud
[6] ibm
[5] mainframe
[5] ibmz
[5] ibmz15

Top Hashtags in Tweet in G3:
[34] architectingthefuture
[9] ibmsystems
[8] ibmtechu
[8] ibm
[5] cybersecurity
[5] infographic
[5] security
[5] cloud
[5] cloudcomputing
[4] carroconceito

Top Hashtags in Tweet in G4:
[40] ibmtechu
[40] ibmsystems
[31] ibm
[30] techu
[22] architectingthefuture
[17] prague
[14] cto
[9] video
[9] smm
[8] europe

Top Hashtags in Tweet in G5:
[20] ibmsystems
[10] ibm
[7] ibmtechu
[5] architectingthefuture
[5] europe
[4] ai
[4] cto
[3] blockchain
[3] ibmz
[3] linuxone

Top Hashtags in Tweet in G6:
[8] keynotespeech
[8] ibmsystems
[8] fintech
[1] ibm
[1] ibmtechu
[1] insurtech
[1] artificialintelligence
[1] ai
[1] machinelearning
[1] deeplearning

Top Hashtags in Tweet in G7:
[3] z15
[2] ibmsystems
[1] shangrilahotel
[1] ibmz
[1] teamonamission
[1] ibmz15

Top Hashtags in Tweet in G8:
[14] ibmz
[13] mainframe
[12] ibmsystems
[9] ibmtechu
[7] z15
[3] ibmtraining
[2] ibm
[2] ibmchampion
[2] ibmdigitalcredentials
[1] dontbelikebob

Top Hashtags in Tweet in G9:
[2] ibmsystems
[1] ibmaot
[1] tecdach
[1] performance
[1] availability
[1] security
[1] ibmtehu
[1] powersystems
[1] ibmstorage
[1] architectingthefuture

Top Hashtags in Tweet in G10:
[55] ibmz
[55] ibm
[55] linuxone
[55] ibmsystems
[55] cloud
[53] data
[51] z15
[14] ibmtechu
[8] hybridcloud
[6] techu

Top Words
Top Words in Tweet in Entire Graph:
[374] Words in Sentiment List#1: Positive
[173] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8543] Non-categorized Words
[9090] Total Words
[348] #ibmsystems
[183] #ibm
[141] #ibmtechu
[126] #cloud
[98] #ibmz

Top Words in Tweet in G1:
[42] #ibmsystems
[34] booth
[22] ibm_france
[21] #ibm
[18] #cloud
[17] ibm
[17] 501
[17] 309
[17] s
[16] put

Top Words in Tweet in G2:
[79] #ibmsystems
[48] #innovation
[36] #cloud
[36] di
[34] mission
[31] s
[31] #ai
[31] per
[29] ibm
[29] promare

Top Words in Tweet in G3:
[58] #architectingthefuture
[38] thomas_harrer
[38] #ibmtechu
[38] #ibmsystems
[37] #ibm
[32] #europe
[31] evankirstel
[31] stephanenappo
[31] domhalps
[31] #cto

Top Words in Tweet in G4:
[61] #ibmtechu
[58] #ibmsystems
[44] thomas_harrer
[44] #ibm
[43] #techu
[31] #prague
[28] #architectingthefuture
[27] topcybernews
[24] #cto
[21] nodexl

Top Words in Tweet in G5:
[20] #ibmsystems
[10] #ibm
[7] #ibmtechu
[6] ibm
[6] booth
[5] #architectingthefuture
[5] #europe
[4] #ai
[4] thomas_harrer
[4] distinguished

Top Words in Tweet in G6:
[11] #ibmsystems
[10] ibm
[8] looking
[8] forward
[8] #keynotespeech
[8] technical
[8] university
[8] prague
[8] #fintech
[8] #insurtech

Top Words in Tweet in G7:
[7] event
[5] 10th
[5] singapore
[5] ibm
[5] ap
[5] clients
[5] launch
[5] #ibmsystems
[3] oct
[3] rossmauri

Top Words in Tweet in G8:
[19] training
[16] #ibmz
[15] #mainframe
[14] #ibmsystems
[14] mainframe
[10] workforce
[9] #ibmtechu
[9] #z15
[7] sydney
[6] interskill's

Top Words in Tweet in G9:
[4] s
[3] great
[3] #ibmsystems
[2] storage
[2] system
[2] connected
[2] internet
[2] opening
[2] andy
[2] walls

Top Words in Tweet in G10:
[55] #ibmz
[55] #ibm
[55] #linuxone
[55] #ibmsystems
[55] #cloud
[55] #data
[51] #z15
[18] learn
[18] cloud
[16] prague

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[55] #ai,#cloud
[55] #linuxone,#ibmsystems
[55] #cloud,#data
[54] #ibm,#ibmsystems
[53] #ibmsystems,#cloud
[51] #ibmz,#ibm
[51] #ibm,#z15
[51] #z15,#linuxone
[48] nodexl,thomas_harrer
[48] top,hashtags

Top Word Pairs in Tweet in G1:
[17] #ibmsystems,booth
[17] booth,501
[17] booth,309
[16] s,put
[16] put,smart
[16] smart,work
[16] work,#gartnersym
[16] #gartnersym,visit
[16] visit,#ibm
[16] #ibm,booth

Top Word Pairs in Tweet in G2:
[34] #ibmsystems,#innovation
[31] #ai,#cloud
[29] ibm,promare
[29] promare,global
[29] global,partners
[29] partners,board
[29] board,mayflower
[29] mayflower,autonomous
[29] autonomous,ship
[29] ship,mission

Top Word Pairs in Tweet in G3:
[32] #ibmsystems,#europe
[31] #architectingthefuture,#ibmtechu
[31] #ibmtechu,#ibm
[31] #ibm,#ibmsystems
[27] #architectingthefuture,nodexl
[27] nodexl,thomas_harrer
[27] thomas_harrer,wef
[27] wef,mikequindazzi
[27] mikequindazzi,evankirstel
[27] evankirstel,stephanenappo

Top Word Pairs in Tweet in G4:
[21] nodexl,thomas_harrer
[21] top,hashtags
[18] #techu,#ibmtechu
[15] technical,university
[14] 21,25
[14] 25,october
[14] october,2019
[13] #ibm,#ibmsystems
[13] #ibmtechu,#prague
[12] #ibmsystems,#ibm

Top Word Pairs in Tweet in G5:
[6] #ibm,#ibmsystems
[5] #architectingthefuture,#ibmtechu
[5] #ibmsystems,#europe
[4] thomas_harrer,distinguished
[4] distinguished,engineer
[4] engineer,#cto
[4] #cto,#ibm
[3] #ibmsystems,booth
[3] booth,501
[3] booth,309

Top Word Pairs in Tweet in G6:
[8] looking,forward
[8] forward,#keynotespeech
[8] #keynotespeech,#ibmsystems
[8] #ibmsystems,technical
[8] technical,university
[8] university,prague
[8] prague,#fintech
[8] #fintech,#insurtech
[8] #insurtech,#artificialintelligence
[8] #artificialintelligence,#ai

Top Word Pairs in Tweet in G7:
[5] launch,event
[3] oct,10th
[3] 10th,singapore
[3] singapore,rossmauri
[3] rossmauri,general
[3] general,manager
[3] manager,ibm
[3] ibm,z
[3] z,linuxone
[3] linuxone,unveils

Top Word Pairs in Tweet in G8:
[15] #ibmz,#mainframe
[7] mainframe,training
[6] workforce,training
[6] 21st,century
[6] #ibmtechu,sydney
[5] #mainframe,training
[5] #ibmsystems,#z15
[5] #mainframe,workforce
[5] mainframe,workforce
[4] training,program

Top Word Pairs in Tweet in G9:
[2] storage,s
[2] s,system
[2] system,s
[2] s,connected
[2] connected,internet
[2] internet,great
[2] great,opening
[2] opening,andy
[2] andy,walls
[2] walls,whith

Top Word Pairs in Tweet in G10:
[55] #cloud,#data
[51] #ibmz,#ibm
[51] #ibm,#z15
[51] #z15,#linuxone
[51] #linuxone,#ibmsystems
[51] #ibmsystems,#cloud
[16] prague,#ibmz
[10] learn,leverage
[10] leverage,disruptive
[10] disruptive,technology

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@topcybernews
@evankirstel
@nodexl
@stephanenappo
@wef
@domhalps
@mikequindazzi
@fabriziobustama
@cybersec_feeds

Top Mentioned in G1:
@ibm_france
@ibmsystems
@ibm
@thibaudibm
@quantacell_sas
@jabroyelle
@maximedeloche
@ibmcloud
@sean_f
@myallergy

Top Mentioned in G2:
@altieriluca
@ecereda

Top Mentioned in G3:
@thomas_harrer
@evankirstel
@stephanenappo
@domhalps
@nodexl
@wef
@mikequindazzi
@topcybernews
@fabriziobustama
@cybersec_feeds

Top Mentioned in G4:
@thomas_harrer
@topcybernews
@blueexperts
@nodexl
@evankirstel
@wef
@stephanenappo
@kressheiko
@d_spurway
@redbullracing

Top Mentioned in G6:
@ibmtraining
@ibm
@ibmsystems
@thomas_harrer
@wefoxgroup
@julian_teicke
@johnshewell

Top Mentioned in G7:
@rossmauri
@ranadearati
@sunny_panjabi
@deonnewm
@jodiesangster
@nishzilla
@ajohnstonpell
@deepalinaair

Top Mentioned in G8:
@bergencc
@hmarleyallen
@interskill
@ibmchampions

Top Mentioned in G9:
@afachat
@lm_duijvestijn
@hopkira

Top Mentioned in G10:
@dotsonna88
@ibmz

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@evankirstel
@ottlegalrebels
@iam__network
@cybersec_feeds
@mjoehlerich
@edimosip
@cnet
@ssxman2
@spirosmargaris

Top Tweeters in G1:
@edimosip
@ibmcloud
@jgrobicki
@ibmsystems
@saviabraham
@openshift
@ibmz
@seanwaldo
@ibmcctr
@jmrod8

Top Tweeters in G2:
@robre62
@tmmmarshall
@enerphyschem
@scitechmachine
@qualityisarul3
@deepindex
@giogreatti
@decollanz
@ibmresearch
@ibmitalia

Top Tweeters in G3:
@evankirstel
@cybersec_feeds
@mjoehlerich
@cnet
@wef
@hal_9000_ai
@alternative200
@mvollmer1
@fabriziobustama
@iottogether

Top Tweeters in G4:
@topcybernews
@maxim_mla
@haroldsinnott
@techinsider
@stevendickens3
@slideshare
@ibmstorage
@redbullracing
@gaillparr
@zoginstor

Top Tweeters in G5:
@iam__network
@cabanes
@yuli_sidharta
@marijamijalko
@koivuanne
@mbogo333
@chilkner
@danieleudali
@fldougegan
@futurefan99

Top Tweeters in G6:
@ottlegalrebels
@ssxman2
@spirosmargaris
@jayeshmthakur
@psb_dc
@ibmtraining
@johnshewell
@johnpearcenews5
@julian_teicke
@andernachandrea

Top Tweeters in G7:
@theebizwizard
@deepalinaair
@deonnewm
@mainframeguybs
@rossmauri
@ajohnstonpell
@nishzilla
@jodiesangster
@rahul_bhalla_
@sunny_panjabi

Top Tweeters in G8:
@henrikuiper
@ibmchampions
@interskill
@bergencc
@hmarleyallen
@darren_surch
@keeperoflola

Top Tweeters in G9:
@afachat
@nlvymkcbtcbkynh
@hopkira
@lm_duijvestijn
@petrabuehrer

Top Tweeters in G10:
@jimmy_gott
@kuldeep6162
@husanlal16
@dotsonna88


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