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#vra_2019-09-10_19-07-53.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2019
Short Description:
#vra via NodeXL http://bit.ly/2A8mmIb
@repbarbaralee
@vrealizeauto
@verasitytech
@mahamosa
@sunny_dua
@repcohen
@vmwarecloudmgmt
@lawyerscomm
@publicsafetyust
@icecr34ms

Top hashtags:
#vra
#otd
#marchonwashington
#ustpubsafe
#vmware
#memphis
#rezopanacom
#vrealize

Description:
Description
The graph represents a network of 282 Twitter users whose tweets in the requested range contained "#vra", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 September 2019 at 02:08 UTC.

The requested start date was Tuesday, 10 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 20-hour, 53-minute period from Tuesday, 27 August 2019 at 00:05 UTC to Monday, 09 September 2019 at 20:59 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 : 282
Unique Edges : 379
Edges With Duplicates : 117
Total Edges : 496
Number of Edge Types : 3
Mentions : 373
Tweet : 108
Replies to : 15
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0391061452513966
Reciprocated Edge Ratio : 0.0752688172043011
Connected Components : 48
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 41
Maximum Edges in a Connected Component : 92
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.038105
Graph Density : 0.004694480199894
Modularity : 0.697657
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://www.sovlabs.com/blog/network-profiles-on-the-fly
[6] https://blogs.vmware.com/management/2019/08/vrealize-automation-8-whats-new-overview.html
[3] https://verasity.io
[3] https://dy.si/Kpswk
[2] https://www.radboudumc.nl/onderwijs/scholingen/9576-tweedejaars-complexe-communicatie-op-spreekkamerniveau
[1] https://www.linkedin.com/slink?code=fyBaX8y
[1] https://www.mshowto.org/vrealize-automation-7-5-ve-iaas-sunucusu-yapilandirma-bolum-2.html?utm_content=bufferdc9f8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.instagram.com/p/B2KqqgunZmE/?igshid=synkcxn8nuty
[1] https://www.instagram.com/p/B2KqoB2HhHd/?igshid=abkmw4e5hnxo
[1] https://twitter.com/mnstatefair/status/1167254409274961922

Top URLs in Tweet in G1:
[11] https://www.sovlabs.com/blog/network-profiles-on-the-fly
[4] https://blogs.vmware.com/management/2019/08/vrealize-automation-8-whats-new-overview.html
[1] https://www.vmware.com/products/vrealize-automation.html?src=so_5703fb3d92c20&cid=70134000001M5td&utm_source=social&utm_medium=social&utm_campaign=CMBU-social-efforts
[1] http://r.socialstudio.radian6.com/c3e6470b-6951-4505-beb0-6f0a6c17bcb8
[1] http://r.socialstudio.radian6.com/1f1d3618-fa5a-4530-a9cf-2f54a6852745
[1] http://r.socialstudio.radian6.com/594b5eba-c3da-4cbd-a63a-8b3324e08ce6
[1] http://r.socialstudio.radian6.com/cc3c5dc8-0e2e-4dee-823e-acc75ab9e500
[1] http://r.socialstudio.radian6.com/22b48151-b1cd-47d9-a2c3-f43bee7e2959
[1] http://r.socialstudio.radian6.com/42071d88-44eb-4ed4-a326-0f1700f8c928
[1] https://www.mshowto.org/vrealize-automation-7-5-ve-iaas-sunucusu-yapilandirma-bolum-2.html?utm_content=bufferdc9f8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[2] https://verasity.io
[1] https://www.verasity.io/
[1] https://twitter.com/verasitytech/status/1168453512189100032
[1] https://Verasity.io/
[1] https://twitter.com/verasitytech/status/1166673571839713280

Top URLs in Tweet in G5:
[1] https://twitter.com/vRealizeAuto/status/1166040161857277952
[1] https://twitter.com/goroman/status/1167359275024273409
[1] https://twitter.com/vr_alliance/status/876797916525940736
[1] https://twitter.com/i/moments/1168086683579011072
[1] https://twitter.com/thehill/status/1168304794177626112
[1] https://twitter.com/berniesanders/status/1166099034160996352
[1] https://www.coinsuper.com/trade
[1] https://verasity.io
[1] http://www.marketbeat.com/s/422703
[1] http://www.marketbeat.com/g/42447

Top URLs in Tweet in G6:
[1] https://www.racingvictoria.com.au/news/2019-09-04/five-finalists-revealed-for-the-coveted-fred-hoysted-medal

Top URLs in Tweet in G7:
[1] https://twitter.com/i/moments/1170238498030465025
[1] https://twitter.com/i/moments/1170246885824770049
[1] https://twitter.com/i/moments/1170609642512224267
[1] https://twitter.com/mnstatefair/status/1167254409274961922

Top URLs in Tweet in G8:
[1] https://twitter.com/RepJerryNadler/status/1169702526083637248

Top URLs in Tweet in G9:
[1] https://twitter.com/itq_belux/status/1169543595860381697

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[206] vra
[39] otd
[39] marchonwashington
[37] ustpubsafe
[18] vmware
[11] memphis
[10] rezopanacom
[8] vrealize
[8] cloud
[8] djahiripress



Top Hashtags in Tweet in G1:
[58] vra
[13] vmware
[8] cloud
[6] vmworld2019
[5] vexpert
[4] vrops
[4] vrealize
[4] mshowto
[4] hbo1786bu
[3] hybridcloud

Top Hashtags in Tweet in G2:
[39] otd
[39] marchonwashington
[1] vra
[1] raisethewage

Top Hashtags in Tweet in G3:
[10] vra
[6] verasity
[4] vrab
[3] blockchain
[2] vrabonbinance
[2] contentcreators
[2] cryptotrading
[2] crypto
[1] fightfakevolume
[1] usebinancedex

Top Hashtags in Tweet in G4:
[1] vra
[1] vote
[1] votingrights
[1] uniformityinvoting
[1] fairness
[1] consistency
[1] bernie2020

Top Hashtags in Tweet in G5:
[30] vra
[2] vmware
[2] jimcrow
[2] vrabonbinance
[2] repost
[2] bateleque
[2] brenobarreto
[2] lorenasimpson
[2] tommylove
[2] newsingle

Top Hashtags in Tweet in G6:
[8] tommycorrigan
[2] vra
[1] fredhoysted

Top Hashtags in Tweet in G7:
[43] vra
[37] ustpubsafe
[1] drinkresponsibly
[1] protectthelimes
[1] clawsstrikeback
[1] theftprevention
[1] besmart
[1] psa
[1] staytuned
[1] partnergoals

Top Hashtags in Tweet in G8:
[11] memphis
[11] vra

Top Hashtags in Tweet in G9:
[2] euc
[2] nsx
[2] automation
[2] vra
[2] vro
[2] pks
[1] vmware
[1] kubernetes
[1] k8s
[1] sdn

Top Hashtags in Tweet in G10:
[1] vra
[1] votingrights

Top Words
Top Words in Tweet in Entire Graph:
[163] Words in Sentiment List#1: Positive
[100] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7605] Non-categorized Words
[7868] Total Words
[206] #vra
[86] new
[40] king
[39] #otd
[39] 1963

Top Words in Tweet in G1:
[71] new
[58] #vra
[33] vrealizeauto
[31] 0
[28] 8
[20] cloud
[18] codebase
[18] integrations
[18] many
[18] capabilities

Top Words in Tweet in G2:
[39] #otd
[39] 1963
[39] dr
[39] king
[39] delivered
[39] dream
[39] speech
[39] #marchonwashington
[39] jobs
[39] freedom

Top Words in Tweet in G3:
[25] verasitytech
[19] market
[18] last
[18] week
[18] tweeted
[18] officially
[18] requested
[18] coinmarketcap
[18] remove
[18] data

Top Words in Tweet in G4:
[20] voting
[20] federal
[20] elections
[20] including
[20] primaries
[20] uniform
[20] process
[20] state
[20] meaning
[20] differ

Top Words in Tweet in G5:
[30] #vra
[9] male
[7] vra
[5] 0
[4] vehicle
[4] guidance
[3] up
[3] out
[3] back
[3] made

Top Words in Tweet in G6:
[11] racinginsider
[9] medal
[9] finalists
[8] five
[8] #tommycorrigan
[8] richie_cully
[8] jackson_sw
[8] patemanracing
[8] tomryan09
[8] tomlsadler

Top Words in Tweet in G7:
[43] #vra
[37] #ustpubsafe
[22] officers
[14] out
[13] campus
[10] s
[7] publicsafetyust
[7] crime
[6] ride
[6] tonight

Top Words in Tweet in G8:
[11] honor
[11] #memphis
[11] memphislawdean
[11] uofmemphis
[11] law
[11] school
[11] field
[11] hearing
[11] #vra
[10] repcohen

Top Words in Tweet in G9:
[9] end
[9] summer
[9] start
[9] new
[9] life
[9] activities
[9] belgium
[9] hiring
[8] itq_belux
[8] passiona

Top Words in Tweet in G10:
[7] joined
[7] tequila
[7] johnson
[7] equityalliance1
[7] chief
[7] counsel
[7] jon
[7] greenbaum
[7] testified
[7] barriers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] #otd,1963
[39] 1963,dr
[39] dr,king
[39] king,delivered
[39] delivered,dream
[39] dream,speech
[39] speech,#marchonwashington
[39] #marchonwashington,jobs
[39] jobs,freedom
[39] freedom,56

Top Word Pairs in Tweet in G1:
[28] 8,0
[25] #vra,8
[18] new,codebase
[18] codebase,new
[18] new,integrations
[18] integrations,many
[14] know,s
[14] s,new
[14] new,#vra
[14] 0,new

Top Word Pairs in Tweet in G2:
[39] #otd,1963
[39] 1963,dr
[39] dr,king
[39] king,delivered
[39] delivered,dream
[39] dream,speech
[39] speech,#marchonwashington
[39] #marchonwashington,jobs
[39] jobs,freedom
[39] freedom,56

Top Word Pairs in Tweet in G3:
[18] last,week
[18] week,tweeted
[18] tweeted,officially
[18] officially,requested
[18] requested,coinmarketcap
[18] coinmarketcap,remove
[18] remove,data
[18] data,coinallu
[18] coinallu,market
[17] verasitytech,last

Top Word Pairs in Tweet in G4:
[20] voting,federal
[20] federal,elections
[20] elections,including
[20] including,primaries
[20] primaries,uniform
[20] uniform,process
[20] process,state
[20] state,meaning
[20] meaning,differ
[19] mahamosa,voting

Top Word Pairs in Tweet in G5:
[3] vera,bradley
[3] vra,#vra
[2] located,male
[2] more,#vrabonbinance
[2] bradley,inc
[2] inc,updates
[2] 2020,guidance
[2] guidance,0
[2] eps,revenue
[2] revenue,guidance

Top Word Pairs in Tweet in G6:
[8] five,#tommycorrigan
[8] #tommycorrigan,medal
[8] medal,finalists
[8] finalists,richie_cully
[8] richie_cully,jackson_sw
[8] jackson_sw,patemanracing
[8] patemanracing,tomryan09
[8] tomryan09,tomlsadler
[7] racinginsider,five
[7] tomlsadler,th

Top Word Pairs in Tweet in G7:
[34] #vra,#ustpubsafe
[5] virtual,ride
[5] ride,along
[5] campus,#vra
[5] officers,located
[5] located,possibly
[5] possibly,crime
[5] crime,century
[5] century,outside
[5] outside,dowlinghall

Top Word Pairs in Tweet in G8:
[11] honor,#memphis
[11] #memphis,memphislawdean
[11] memphislawdean,uofmemphis
[11] uofmemphis,law
[11] law,school
[11] school,field
[11] field,hearing
[11] hearing,#vra
[10] repcohen,honor

Top Word Pairs in Tweet in G9:
[9] end,summer
[9] summer,start
[9] start,new
[9] new,life
[9] life,activities
[9] activities,belgium
[9] belgium,hiring
[8] itq_belux,end
[8] hiring,passiona

Top Word Pairs in Tweet in G10:
[7] joined,tequila
[7] tequila,johnson
[7] johnson,equityalliance1
[7] equityalliance1,chief
[7] chief,counsel
[7] counsel,jon
[7] jon,greenbaum
[7] greenbaum,testified
[7] testified,barriers
[7] barriers,facing

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@repbarbaralee
@vrealizeauto
@verasitytech
@mahamosa
@coinmarketcap
@coinallu
@repcohen
@memphislawdean
@uofmemphis
@racinginsider

Top Mentioned in G1:
@vrealizeauto
@vmwarecloudmgmt
@vmworld
@batuhandemirdal
@mshowto
@sunny_dua
@mshiran
@sovlabs
@vrealizeops

Top Mentioned in G2:
@repbarbaralee

Top Mentioned in G3:
@verasitytech
@coinmarketcap
@coinallu
@cz_binance
@binance
@binance_dex
@rjmark_verasity
@binancechain

Top Mentioned in G4:
@mahamosa

Top Mentioned in G6:
@racinginsider
@richie_cully
@jackson_sw
@patemanracing
@tomryan09
@tomlsadler
@mcevoymitchell
@trinderadam
@cwallerracing

Top Mentioned in G7:
@publicsafetyust
@dowlinghall
@swee
@uofstthomasmn
@sppdmn
@stpaulfiredept
@mnstatefair
@sweetmarthas

Top Mentioned in G8:
@memphislawdean
@uofmemphis
@repcohen

Top Mentioned in G9:
@itq_belux
@tvallons
@vmware_be
@itq

Top Mentioned in G10:
@equityalliance1
@lawyerscomm
@repcohen
@repjerrynadler

Top Tweeters
Top Tweeters in Entire Graph:
@consumerfeed
@rjber15
@drdaveanddee
@cheezwitham
@b1e56df9ce6549f
@johnczer1
@santchiweb
@tigerbeat
@caffreyej
@maryalicebisho2

Top Tweeters in G1:
@santchiweb
@al_rasheed
@kevsandlin
@virtualhobbit
@yueisu913
@vmworld
@mshowto
@virtualjad
@fabianbrash
@sunny_dua

Top Tweeters in G2:
@johnczer1
@tigerbeat
@deemoney521
@jjohnson2u
@sonny_scroggins
@wtf_imtooold
@januaryhandl
@hendrixfreak
@007rukdme
@swmstn2

Top Tweeters in G3:
@catibedes
@wildwesttrades
@bitcointarun
@haile6886
@thecryptolark
@born2askwhy
@chivh91
@cz_binance
@coinmarketcap
@binance

Top Tweeters in G4:
@drdaveanddee
@cheezwitham
@b1e56df9ce6549f
@mahamosa
@serenityfoods
@jtoolr
@mouz2009
@jandoveli
@gpfeiffermusic
@lmcff

Top Tweeters in G5:
@consumerfeed
@debbidelicious
@praetorian27
@above_boonville
@tet121114
@hisokale
@officerhurstdpd
@lsloversoficial
@jamaldadi
@rhjensen

Top Tweeters in G6:
@racinginsider
@brianpunting
@tomryan09
@leehorner90
@patemanracing
@mcevoymitchell
@mc84amy
@numberjoan
@jackson_sw
@group1gav

Top Tweeters in G7:
@laxietoo
@_jacobschneider
@crimewatchmpls
@lvollbrecht
@sahmommn
@uofstthomasmn
@mnstatefair
@sppdmn
@publicsafetyust
@stpaulfiredept

Top Tweeters in G8:
@maryalicebisho2
@celerycaraway
@socratic1
@annaengelbrech5
@justplaindon
@revised30
@sid_deeee
@max_nathan_ward
@repcohen
@margare93369457

Top Tweeters in G9:
@wynandbooysen
@vhojan
@perezitq
@vmware_be
@tvallons
@itq
@vpgeerlings
@mrkasius
@maartencaus
@itq_belux

Top Tweeters in G10:
@rjber15
@not4trump2020
@deecal1
@lawyerscomm
@susantpohlmann
@866ourvote
@repjerrynadler
@equityalliance1


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