#TechU, Twitter, 10/24/2019 6:30:06 PM, 214126


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#TechU_2019-10-24_11-21-21.xlsx
#TechU_2019-10-24_11-21-21.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 24, 2019
Short Description:
#TechU via NodeXL http://bit.ly/2oeHsSO
@thomas_harrer
@topcybernews
@stephanenappo
@evankirstel
@haroldsinnott
@wef
@ibmsystems
@ibm
@safronovandy
@d_spurway

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

Description:
Description
The graph represents a network of 322 Twitter users whose recent tweets contained "#TechU", 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 : 322
Unique Edges : 1016
Edges With Duplicates : 3646
Total Edges : 4662
Self-Loops : 118
Reciprocated Vertex Pair Ratio : 0.0421686746987952
Reciprocated Edge Ratio : 0.0809248554913295
Connected Components : 13
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 303
Maximum Edges in a Connected Component : 4641
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.127006
Graph Density : 0.0150635630115516
Modularity : 0.169726
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 322 Twitter users whose recent tweets contained "#TechU", 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 : #TechU
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
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213835
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[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
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560
[5] 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

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[5] https://www.ibm.com/thought-leadership/institute-business-value/report/blockchain-principles
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[5] 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/thought-leadership/institute-business-value/report/auto-2030
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[3] https://www.ibm.com/thought-leadership/institute-business-value/report/closing-skills-gap
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561

Top URLs in Tweet in G2:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213835
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560
[2] https://dy.si/JPJE2
[2] https://twitter.com/wohlforddr/status/1186619170756202496
[1] https://youtu.be/II2a138rdo0

Top URLs in Tweet in G3:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213946
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213835
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560
[2] 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
[2] https://youtu.be/II2a138rdo0

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608

Top URLs in Tweet in G6:
[1] https://dy.si/1fnbP
[1] https://dy.si/BncgE
[1] https://www.linkedin.com/slink?code=da_cWTm
[1] https://twitter.com/thomas_harrer/status/1186581893271171072

Top URLs in Tweet in G8:
[1] https://www.cvent.com/events/2019-prague-ibm-systems-technical-university/registration-e8cac6dda9b84f4eae2fa91eb4be82c6.aspx?fqp=true

Top URLs in Tweet in G9:
[4] https://twitter.com/ibmstorage/status/1186990690569465857

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[588] techu
[530] ibmtechu
[468] prague
[444] ibm
[212] architectingthefuture
[175] ibmsystems
[140] techuprague
[121] cto
[119] ibmstorage
[101] europe



Top Hashtags in Tweet in G1:
[233] techu
[226] ibmtechu
[207] prague
[146] ibm
[132] architectingthefuture
[85] ibmsystems
[75] cto
[60] video
[59] europe
[38] smm

Top Hashtags in Tweet in G2:
[104] techu
[83] ibmtechu
[63] ibm
[60] prague
[38] architectingthefuture
[34] ibmstorage
[28] techuprague
[21] global
[21] ciso
[20] ibmsystems

Top Hashtags in Tweet in G3:
[224] ibm
[223] techu
[214] ibmtechu
[192] prague
[81] techuprague
[67] ibmsystems
[58] ibmstorage
[54] smm
[41] architectingthefuture
[40] cto

Top Hashtags in Tweet in G4:
[1] ibmers
[1] socialmedia
[1] ibmsystems

Top Hashtags in Tweet in G5:
[7] techu
[6] ibmtechu
[5] ibm
[3] prague
[2] blockchain
[2] techuprague
[2] ibmstorage
[2] ai
[1] ibmers
[1] socialmedia

Top Hashtags in Tweet in G6:
[11] techu
[2] ibm
[2] prague
[2] ibmstorage
[1] ibmtechu
[1] ibmz
[1] z15
[1] linuxone
[1] ibmsystems
[1] cloud

Top Hashtags in Tweet in G7:
[4] techu

Top Hashtags in Tweet in G8:
[3] ibm
[3] prague
[3] formation
[1] cloud
[1] systèmes
[1] techu
[1] techuprague

Top Hashtags in Tweet in G9:
[4] ai
[4] ibmstorage
[4] techuprague
[4] techu
[4] blueexperts

Top Hashtags in Tweet in G10:
[1] techu
[1] prague
[1] ibm
[1] conference
[1] bartgspeak
[1] ibmi
[1] ibmpowersystems
[1] ibmchampion

Top Words
Top Words in Tweet in Entire Graph:
[948] Words in Sentiment List#1: Positive
[158] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[24872] Non-categorized Words
[25978] Total Words
[923] #techu
[871] #ibmtechu
[783] #ibm
[768] #prague
[543] thomas_harrer

Top Words in Tweet in G1:
[323] #techu
[314] #ibmtechu
[277] #prague
[262] #ibm
[221] thomas_harrer
[203] #ibmsystems
[182] #cto
[172] 21
[165] #video
[161] 25

Top Words in Tweet in G2:
[189] #techu
[167] #ibmtechu
[165] #ibm
[139] #prague
[104] #ibmsystems
[96] thomas_harrer
[94] #architectingthefuture
[80] #cto
[70] ibm
[63] topcybernews

Top Words in Tweet in G3:
[366] #ibmtechu
[366] #techu
[342] #ibm
[326] #prague
[247] ibm
[207] thomas_harrer
[161] ibmsystems
[158] #ibmsystems
[156] ibmstorage
[151] #techuprague

Top Words in Tweet in G4:
[4] topcybernews
[4] #ibmsystems
[3] ibm
[3] thomas_harrer
[3] #cto
[3] #europe
[3] #smm
[3] #ibmtechu
[3] #techu
[3] #prague

Top Words in Tweet in G5:
[20] #ibmtechu
[19] #techu
[17] #prague
[16] thomas_harrer
[16] #smm
[15] meet
[11] #ibmsystems
[10] #cto
[10] #europe
[10] coulson_shaun

Top Words in Tweet in G6:
[11] #techu
[6] prague
[5] sas
[5] power
[4] 00
[3] ibm
[3] technical
[3] university
[3] two
[3] 17

Top Words in Tweet in G7:
[4] #techu
[3] join
[3] ai
[3] vision
[3] h2o
[3] hackathon
[3] thursday
[3] during
[3] prague
[3] human

Top Words in Tweet in G8:
[6] et
[3] cette
[3] semaine
[3] rejoignez
[3] nous
[3] au
[3] 2019
[3] #ibm
[3] systems
[3] technical

Top Words in Tweet in G9:
[4] #ai
[4] #ibmstorage
[4] #techuprague
[4] #techu
[4] #blueexperts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[366] #ibm,#techu
[320] 21,25
[317] #ibmtechu,#techu
[279] #techu,#prague
[244] #ibmtechu,#prague
[225] distinguished,engineer
[225] engineer,#cto
[210] october,21
[196] #ibmsystems,#europe
[184] thomas_harrer,distinguished

Top Word Pairs in Tweet in G1:
[195] #ibmtechu,#techu
[168] #techu,#prague
[161] 21,25
[131] #ibmsystems,#europe
[116] distinguished,engineer
[116] engineer,#cto
[110] october,21
[101] thomas_harrer,distinguished
[99] #ibm,#ibmsystems
[98] attend,#architectingthefuture

Top Word Pairs in Tweet in G2:
[75] #ibm,#techu
[57] #ibmtechu,#prague
[47] #ibmtechu,#techu
[42] nodexl,thomas_harrer
[41] top,hashtags
[41] distinguished,engineer
[41] engineer,#cto
[41] #techu,#ibmtechu
[40] #techu,#prague
[37] #architectingthefuture,#ibm

Top Word Pairs in Tweet in G3:
[208] #ibm,#techu
[137] #ibmtechu,#prague
[124] 21,25
[105] c,thomas_harrer
[89] ibmsystems,ibmpowersystems
[87] #techu,#techuprague
[87] october,21
[83] ibmstorage,c
[83] topcybernews,live
[82] #ibmtechu,#ibm

Top Word Pairs in Tweet in G4:
[2] topcybernews,narendramodi
[2] narendramodi,ibm
[2] ibm,ginnirometty
[2] ginnirometty,pmoindia
[2] hilleryhunter,dtenaerts_be
[2] dtenaerts_be,davidg_tech
[2] davidg_tech,borretm
[2] borretm,stavreva
[2] stavreva,svensemet
[2] svensemet,ingohesemans

Top Word Pairs in Tweet in G5:
[10] #europe,#smm
[10] #ibmtechu,#techu
[10] #techu,#prague
[9] meet,#ibmtechu
[8] #ibmers,leverage
[8] leverage,power
[8] power,#socialmedia
[8] #socialmedia,thomas_harrer
[8] thomas_harrer,#ibmer
[8] #ibmer,#cto

Top Word Pairs in Tweet in G6:
[3] technical,university
[3] university,#techu
[3] sas,viya
[3] viya,power
[2] join,ibm
[2] ibm,systems
[2] systems,technical
[2] #techu,21
[2] 21,25
[2] 25,october

Top Word Pairs in Tweet in G7:
[3] join,ai
[3] ai,vision
[3] vision,h2o
[3] h2o,hackathon
[3] hackathon,thursday
[3] thursday,during
[3] during,prague
[3] prague,#techu
[3] #techu,human
[3] human,vs

Top Word Pairs in Tweet in G8:
[3] cette,semaine
[3] semaine,rejoignez
[3] rejoignez,nous
[3] nous,au
[3] au,2019
[3] 2019,#ibm
[3] #ibm,systems
[3] systems,technical
[3] technical,university
[3] university,à

Top Word Pairs in Tweet in G9:
[4] #ai,#ibmstorage
[4] #ibmstorage,#techuprague
[4] #techuprague,#techu
[4] #techu,#blueexperts

Top Replied-To
Top Replied-To in Entire Graph:
@topcybernews
@petrabernhardt
@stephanenappo
@thomas_harrer
@wowe302
@nodexl
@d_spurway
@zoginstor

Top Replied-To in G1:
@topcybernews
@petrabernhardt
@stephanenappo

Top Replied-To in G2:
@petrabernhardt
@topcybernews
@nodexl

Top Replied-To in G3:
@topcybernews
@thomas_harrer
@d_spurway
@stephanenappo
@zoginstor
@nodexl
@wowe302

Top Replied-To in G4:
@topcybernews

Top Replied-To in G5:
@petrabernhardt
@topcybernews

Top Replied-To in G7:
@wowe302

Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@ibm
@ibmsystems
@topcybernews
@ibmstorage
@ibmpowersystems
@wef
@haroldsinnott
@nodexl
@hiltonhotels

Top Mentioned in G1:
@thomas_harrer
@ibmsystems
@wef
@ibm
@haroldsinnott
@topcybernews
@ibmstorage
@nodexl
@blueexperts
@ibmpowersystems

Top Mentioned in G2:
@thomas_harrer
@topcybernews
@ibm
@evankirstel
@nodexl
@ibmsystems
@ibmstorage
@d_spurway
@redbullracing
@stephanenappo

Top Mentioned in G3:
@thomas_harrer
@ibm
@ibmstorage
@ibmsystems
@topcybernews
@ibmpowersystems
@hiltonhotels
@ibmwatson
@wef
@nodexl

Top Mentioned in G4:
@ibm
@thomas_harrer
@narendramodi
@ginnirometty
@pmoindia
@hilleryhunter
@dtenaerts_be
@davidg_tech
@borretm
@stavreva

Top Mentioned in G5:
@thomas_harrer
@angelobernascon
@juanzuriarrain
@aukendog
@souissidadou
@pierrejaegeribm
@salmu
@mcgarrykristen
@robdthomas
@sean_f

Top Mentioned in G7:
@sean_f

Top Mentioned in G8:
@ibm_france

Top Mentioned in G10:
@hiltonprague

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@piyuanker12
@deejayiwan
@evankirstel
@chidambara09
@calcaware
@cybersec_feeds
@nomoreslaves
@adnanserpen
@mjoehlerich

Top Tweeters in G1:
@arkangelscrap
@deejayiwan
@nomoreslaves
@adnanserpen
@martingaedt
@ganjasmokercb
@ernieschell
@jldercle
@wef
@adeyemoadekunl2

Top Tweeters in G2:
@evankirstel
@chidambara09
@cybersec_feeds
@mjoehlerich
@dinisguarda
@dubengeldu
@alternative200
@kevin_jackson
@justbementalist
@jessesprawl

Top Tweeters in G3:
@piyuanker12
@calcaware
@ssxman2
@spirosmargaris
@enriquen
@vivekghosal
@techpearce2
@digitalogi
@topcybernews
@hatzbymm

Top Tweeters in G4:
@hal_good
@sallyeaves
@dt
@narendramodi
@pmoindia
@svensemet
@ibmitalia
@stefanriedelibm
@mariheiser
@giannipolito

Top Tweeters in G5:
@beerandpizzaday
@severinelienard
@petrabernhardt
@aukendog
@sean_f
@pcarvao
@samlightstone
@dietel_matthias
@charlesedh
@blinkmarketers

Top Tweeters in G6:
@tonnybastiaans
@dacrayfish42
@edvbiz
@juls_upn
@husanlal16
@ericaquaronne
@sdschap
@bertbadi
@kh_prisching

Top Tweeters in G7:
@cksanche
@safronovandy
@renatam26052317
@wowe302

Top Tweeters in G8:
@francedevops
@ibmtraining
@ibm_france
@gkfrance

Top Tweeters in G9:
@adonay_o
@johnramieri
@solvotechnology
@achauras1

Top Tweeters in G10:
@hiltonprague
@gira79


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