IBM Prague, Twitter, 10/24/2019 6:30:33 PM, 214127


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IBM Prague_2019-10-24_11-21-14.xlsx
IBM Prague_2019-10-24_11-21-14.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 24, 2019
Short Description:
IBM Prague via NodeXL http://bit.ly/32LC5JP
@thomas_harrer
@topcybernews
@zoginstor
@haroldsinnott
@ibm
@wef
@ibmstorage
@bobby_gratz
@sean_f
@thinkingsds

Top hashtags:
#ibmtechu
#prague
#techu
#ibm
#architectingthefuture
#ibmsystems
#cto
#techuprague
#ibmstorage

Description:
Description
The graph represents a network of 368 Twitter users whose recent tweets contained "IBM Prague", 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, 24 October 2019 at 18:22 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 3-minute period from Tuesday, 15 October 2019 at 16:18 UTC to Thursday, 24 October 2019 at 18:21 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 : 368
Unique Edges : 1018
Edges With Duplicates : 4081
Total Edges : 5099
Self-Loops : 215
Reciprocated Vertex Pair Ratio : 0.0313299232736573
Reciprocated Edge Ratio : 0.0607563546187229
Connected Components : 22
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 339
Maximum Edges in a Connected Component : 5061
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.406899
Graph Density : 0.011943193934368
Modularity : 0.166692
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 368 Twitter users whose recent tweets contained "IBM Prague", 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, 24 October 2019 at 18:22 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 3-minute period from Tuesday, 15 October 2019 at 16:18 UTC to Thursday, 24 October 2019 at 18:21 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : IBM Prague
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213840
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213835
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213946
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608
[9] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=OD7PP1NGVTG5WGH1
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560

Top URLs in Tweet in G1:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213840
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213835
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213946
[6] https://www.ibm.com/events/F5BEF7ES
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608

Top URLs in Tweet in G2:
[8] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=OD7PP1NGVTG5WGH1
[2] https://www.ibm.com/blogs/systems/storage-made-simple-for-modern-data/
[2] https://www.itcandor.com/?p=13989
[1] https://www.ibm.com/training/events/prague2019?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-PragueTechU-10092019&cm_mmca1=000036TL&&linkId=75020450
[1] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=WEB36CSL2GOEUM2K&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Power-_-WW_WW-_-IBM-TechU-Prague-Power-Systems&cm_mmca1=000001AF&cm_mmca2=10001909&linkId=74641254
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608
[1] https://ibm.com/blogs/systems/
[1] https://twitter.com/mitya_mironov/status/1186199144748199938
[1] https://ibm.com/storage

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[5] https://www.ibm.com/blogs/systems/3-things-to-do-in-q3-to-get-ready-for-ai/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-audience+AI&cm_mmca1=000019DR&cm_mmca2=10001909
[5] https://www.ibm.com/thought-leadership/institute-business-value/report/blockchain-principles
[4] https://www.ibm.com/blockchain/what-is-blockchain?cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-09302019+What+Is+Blockchain+Twitter&cm_mmca1=000020YK&cm_mmca2=10005803&linkId=74778878
[4] https://www.ibm.com/blogs/blockchain/2019/09/ibm-blockchain-platform-meets-red-hat-openshift/?cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-09242019+OpenShift+Announce+Tweet&cm_mmca1=000026VG&cm_mmca2=10005805
[4] https://www.ibm.com/thought-leadership/institute-business-value/report/auto-2030
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[3] https://www.linkedin.com/pulse/ibm-storage-insights-house-ibmtechu2019-prague-october-bob-graczyk
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[3] https://www.ibm.com/it-infrastructure/us-en/resources/linuxone/client-system-integration/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+LinuxONE-_-WW_WW-_-Sept+Sigmo&cm_mmca1=000001BT&cm_mmca2=10012363&linkId=74817250#phoenix

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213840
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213946

Top URLs in Tweet in G5:
[2] https://dy.si/BncgE
[2] https://dy.si/BQmEd
[2] https://dy.si/yj2w3
[1] https://dy.si/1fnbP
[1] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=WEB36CSL2GOEUM2K&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Power-_-WW_WW-_-IBM-TechU-Prague-Power-Systems&cm_mmca1=000001AF&cm_mmca2=10001909&linkId=74641254
[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://dy.si/b8TfHY
[1] https://twitter.com/i/web/status/1186201902675087361
[1] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=WEB36CSL2GOEUM2K
[1] https://www.ibm.com/services/learning/pdfs/Flyer_Pragu_2019.pdf

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/slink?code=e5TPkTR
[1] https://www.linkedin.com/slink?code=etqR2ZC
[1] https://www.linkedin.com/slink?code=evTSn_J
[1] https://www.cvent.com/events/2019-prague-ibm-systems-technical-university/registration-e8cac6dda9b84f4eae2fa91eb4be82c6.aspx?fqp=true

Top URLs in Tweet in G9:
[3] https://www.lpar2rrd.com/IBM-TechU-2019-Prague.htm?9.21

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=wp0JPgSirwg&feature=share


Top Domains
Top Domains in Tweet in Entire Graph:
[118] nodexlgraphgallery.org
[64] ibm.com
[31] twitter.com
[11] dy.si
[8] linkedin.com
[4] easi.net
[3] lpar2rrd.com
[2] cvent.com
[2] itcandor.com
[1] apple.com

Top Domains in Tweet in G1:
[87] nodexlgraphgallery.org
[25] twitter.com
[19] ibm.com
[3] dy.si
[2] linkedin.com
[1] collabserv.com
[1] apple.com
[1] google.com

Top Domains in Tweet in G2:
[14] ibm.com
[2] itcandor.com
[1] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G3:
[28] nodexlgraphgallery.org
[27] ibm.com
[3] linkedin.com
[2] twitter.com

Top Domains in Tweet in G4:
[2] nodexlgraphgallery.org

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

Top Domains in Tweet in G6:
[3] linkedin.com
[1] cvent.com

Top Domains in Tweet in G9:
[3] lpar2rrd.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[637] ibmtechu
[570] prague
[491] techu
[462] ibm
[267] architectingthefuture
[179] ibmsystems
[178] cto
[166] techuprague
[137] ibmstorage
[101] europe



Top Hashtags in Tweet in G1:
[263] ibmtechu
[238] ibm
[233] prague
[223] techu
[98] ibmstorage
[97] techuprague
[69] ibmsystems
[67] architectingthefuture
[55] cto
[48] smm

Top Hashtags in Tweet in G2:
[96] ibmtechu
[79] prague
[60] techu
[43] ibm
[39] architectingthefuture
[24] techuprague
[16] ibmsystems
[11] blueexperts
[11] cto
[9] copaco

Top Hashtags in Tweet in G3:
[178] ibmtechu
[169] prague
[153] techu
[152] ibm
[86] architectingthefuture
[81] cto
[80] ibmsystems
[73] video
[56] europe
[32] smm

Top Hashtags in Tweet in G4:
[76] prague
[75] architectingthefuture
[74] ibmtechu
[48] techu
[29] cto
[5] ibm
[3] ibmsystems
[3] europe

Top Hashtags in Tweet in G5:
[9] ibmtechu
[9] ibm
[8] ibmsystems
[7] ibmz
[7] linuxone
[7] cloud
[6] z15
[6] data
[4] techu
[3] prague

Top Hashtags in Tweet in G6:
[12] ibm
[8] prague
[6] ibmstorage
[4] techuprague
[3] ibmtechu
[3] formation
[2] hybridcloud
[2] cloud
[2] techu
[1] kubernetes

Top Hashtags in Tweet in G7:
[4] cybersecurity
[4] infographic
[4] security
[4] cloud
[4] cloudcomputing
[1] cyberattack
[1] iot
[1] phishing
[1] saas
[1] 2fa

Top Hashtags in Tweet in G8:
[7] techuprague
[4] ambiente
[3] ibmtecu
[3] morethan1300
[2] ibmtechu
[1] ibm
[1] techdata
[1] bringonthemeatcoma

Top Hashtags in Tweet in G9:
[3] ibmtechu
[3] techuprague
[1] ibmpowersystems
[1] ibmsystems

Top Hashtags in Tweet in G10:
[3] ibmtechu
[1] cyberesilience
[1] airgap
[1] ebstorage4ai
[1] cos
[1] tct

Top Words
Top Words in Tweet in Entire Graph:
[1302] Words in Sentiment List#1: Positive
[202] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[32910] Non-categorized Words
[34414] Total Words
[972] #ibmtechu
[864] #ibm
[852] #prague
[831] ibm
[741] #techu

Top Words in Tweet in G1:
[475] ibm
[435] #ibmtechu
[412] #ibm
[386] #prague
[362] #techu
[260] thomas_harrer
[254] storage
[232] prague
[215] #ibmsystems
[189] #cto

Top Words in Tweet in G2:
[151] #ibmtechu
[143] ibm
[123] #prague
[113] #ibm
[93] ibmsystems
[90] #techu
[88] prague
[86] thomas_harrer
[85] october
[84] 21

Top Words in Tweet in G3:
[263] #ibmtechu
[243] #prague
[220] #techu
[217] #ibm
[168] thomas_harrer
[154] ibm
[141] 21
[140] #ibmsystems
[138] #video
[134] #cto

Top Words in Tweet in G4:
[84] #ibm
[81] #ibmtechu
[81] #prague
[80] #architectingthefuture
[79] #ibmsystems
[79] #cto
[78] #europe
[78] #video
[77] october
[77] distinguished

Top Words in Tweet in G5:
[16] prague
[14] ibm
[10] systems
[10] technical
[9] university
[9] #ibmtechu
[9] #ibm
[8] #ibmsystems
[7] #ibmz
[7] #linuxone

Top Words in Tweet in G6:
[20] #ibm
[15] #techuprague
[14] ibm
[14] prague
[13] #ibmtechu
[11] storage
[11] #prague
[11] #techu
[10] data
[9] technical

Top Words in Tweet in G7:
[4] #cybersecurity
[4] glossary
[4] #infographic
[4] ncsc
[4] karolina_kurzac
[4] fisher85m
[4] mt
[4] #security
[4] #cloud
[4] #cloudcomputing

Top Words in Tweet in G8:
[12] prague
[11] best
[8] opinion
[8] ibm
[7] #techuprague
[6] announcements
[4] restaurant
[4] group
[4] people
[4] #ambiente

Top Words in Tweet in G9:
[3] ibm
[3] techu
[3] prague
[3] already
[3] running
[3] find
[3] xorux
[3] both
[3] #ibmtechu
[3] #techuprague

Top Words in Tweet in G10:
[3] looking
[3] forward
[3] amazing
[3] week
[3] #ibmtechu
[3] prague
[3] cz
[3] several
[3] talks
[3] video

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[448] 21,25
[348] #ibm,#techu
[318] #ibmtechu,#prague
[285] distinguished,engineer
[285] engineer,#cto
[269] october,21
[267] thomas_harrer,distinguished
[260] #ibm,#ibmsystems
[260] #ibmsystems,#europe
[222] attend,#architectingthefuture

Top Word Pairs in Tweet in G1:
[201] #ibm,#techu
[175] #ibmtechu,#prague
[153] 21,25
[98] c,thomas_harrer
[93] #techu,#techuprague
[90] nodexl,thomas_harrer
[88] top,hashtags
[87] ibm,storage
[83] distinguished,engineer
[83] engineer,#cto

Top Word Pairs in Tweet in G2:
[83] 21,25
[60] ibm,ibmsystems
[58] october,21
[53] #ibm,#techu
[52] distinguished,engineer
[52] engineer,#cto
[51] thomas_harrer,distinguished
[44] attend,#architectingthefuture
[44] ibmsystems,ibmpowersystems
[42] #ibmsystems,#europe

Top Word Pairs in Tweet in G3:
[132] 21,25
[100] #ibmtechu,#techu
[92] #techu,#prague
[82] #ibm,#techu
[81] #ibmsystems,#europe
[71] distinguished,engineer
[71] engineer,#cto
[68] october,21
[68] #ibmtechu,#prague
[65] thomas_harrer,distinguished

Top Word Pairs in Tweet in G4:
[77] distinguished,engineer
[77] engineer,#cto
[77] #ibmsystems,#europe
[75] #ibm,#ibmsystems
[74] #architectingthefuture,#ibmtechu
[74] attend,#architectingthefuture
[74] 21,25
[74] thomas_harrer,distinguished
[74] #cto,#ibm
[73] #prague,october

Top Word Pairs in Tweet in G5:
[9] systems,technical
[9] technical,university
[8] ibm,systems
[6] #ibmtechu,prague
[6] prague,#ibmz
[6] #ibmz,#ibm
[6] #ibm,#z15
[6] #z15,#linuxone
[6] #linuxone,#ibmsystems
[6] #ibmsystems,#cloud

Top Word Pairs in Tweet in G6:
[9] technical,university
[7] techu,prague
[7] #ibm,#techu
[7] #techu,#ibmtechu
[6] modern,data
[5] ibm,storage
[5] #ibmtechu,#techuprague
[4] cyber,resiliency
[4] #prague,#techuprague
[4] major,ibm

Top Word Pairs in Tweet in G7:
[4] #cybersecurity,glossary
[4] glossary,#infographic
[4] #infographic,ncsc
[4] ncsc,karolina_kurzac
[4] karolina_kurzac,fisher85m
[4] fisher85m,mt
[4] mt,#security
[4] #security,#cloud
[4] #cloud,#cloudcomputing
[4] #cloudcomputing,#cyberattack

Top Word Pairs in Tweet in G8:
[4] best,restaurant
[4] restaurant,prague
[4] prague,opinion
[4] opinion,best
[4] best,group
[4] group,people
[4] people,opinion
[4] opinion,#ambiente
[4] #ambiente,#techuprague
[4] #techuprague,#ibm

Top Word Pairs in Tweet in G9:
[3] ibm,techu
[3] techu,prague
[3] prague,already
[3] already,running
[3] running,find
[3] find,xorux
[3] xorux,both
[3] both,#ibmtechu
[3] #ibmtechu,#techuprague
[3] #techuprague,#ibmpowersystems

Top Word Pairs in Tweet in G10:
[3] looking,forward
[3] forward,amazing
[3] amazing,week
[3] week,#ibmtechu
[3] #ibmtechu,prague
[3] prague,cz
[3] cz,several
[3] several,talks
[3] talks,video
[3] video,shooting

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@ibm
@topcybernews
@ibmsystems
@ibmstorage
@wef
@haroldsinnott
@ibmpowersystems
@blueexperts
@nodexl

Top Mentioned in G1:
@thomas_harrer
@ibm
@topcybernews
@ibmstorage
@ibmsystems
@wef
@nodexl
@ibmpowersystems
@zoginstor
@ibmwatson

Top Mentioned in G2:
@ibm
@thomas_harrer
@ibmsystems
@ibmpowersystems
@ibmstorage
@topcybernews
@hiltonhotels
@blueexperts
@ibmwatson
@wef

Top Mentioned in G3:
@thomas_harrer
@ibm
@ibmsystems
@topcybernews
@ibmstorage
@wef
@blueexperts
@ibmpowersystems
@haroldsinnott
@nodexl

Top Mentioned in G4:
@thomas_harrer
@wef
@haroldsinnott
@larrykim
@topcybernews
@ibm
@nodexl
@ibmsystems
@evankirstel
@mikequindazzi

Top Mentioned in G6:
@topcybernews
@skenniston
@werner_sam
@ibm_france
@ibmstorage
@zoginstor
@redbullracing
@blueexperts
@thomas_harrer

Top Mentioned in G7:
@ncsc
@karolina_kurzac
@fisher85m
@thomas_harrer
@ibmsystem

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@piyuanker12
@nosqldigest
@deejayiwan
@evankirstel
@rhaf_hq
@chidambara09
@ottlegalrebels
@calcaware
@humbertozamorar

Top Tweeters in G1:
@evankirstel
@chidambara09
@mjoehlerich
@dinisguarda
@topcybernews
@dubengeldu
@khattiy74899201
@technojederbig
@maxim_mla
@hiltonhotels

Top Tweeters in G2:
@rhaf_hq
@ottlegalrebels
@calcaware
@humbertozamorar
@adnanserpen
@ssxman2
@spirosmargaris
@enriquen
@vivekghosal
@jldercle

Top Tweeters in G3:
@arkangelscrap
@nosqldigest
@digitalogi
@hal_good
@thetechnologytm
@mantonsm
@sallyeaves
@valdezvera
@aipinoy
@dt

Top Tweeters in G4:
@deejayiwan
@nomoreslaves
@martingaedt
@ganjasmokercb
@ernieschell
@markmichdomnic
@wef
@adeyemoadekunl2
@albertan48
@wboricua98

Top Tweeters in G5:
@bigdatabatman
@cabanes
@ogawa_tter
@sarahgoodall
@kuldeep6162
@cisiz_prague
@dacrayfish42
@talibalsabti
@edvbiz
@husanlal16

Top Tweeters in G6:
@piyuanker12
@francedevops
@ibmtraining
@ibm_france
@thilodotzel
@themegatrends
@skenniston
@gensyls
@editorcorner
@gkfrance

Top Tweeters in G7:
@cybersec_feeds
@iottogether
@wynandbooysen
@fisher85m
@pd_mobileapps
@ncsc
@karolina_kurzac
@ibmsystem

Top Tweeters in G8:
@ianmsanders
@ianajeffs
@fahimaz
@cannoncraig
@thinkingsds

Top Tweeters in G9:
@lpar2rrd
@michalpeffek
@stor2rrd

Top Tweeters in G10:
@manuel_avalos_v
@juls_upn
@tapestoragewire


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