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#vra_2020-06-23_05-31-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2020
Short Description:
#vra via NodeXL https://bit.ly/3fRThUg
@realdonaldtrump
@gershwinforever
@verasitytech
@senatemajldr
@tomasrabago1
@joebiden
@vabvox
@twilight2000
@scotus
@kvpeckwriter

Top hashtags:
#vra
#votingrightsact
#verasity
#vrab
#仮想通貨
#btc
#拡散希望
#blockchain
#crypto
#scotus

Description:
Description
The graph represents a network of 669 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 Tuesday, 23 June 2020 at 12:31 UTC.

The requested start date was Tuesday, 23 June 2020 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, 18-hour, 43-minute period from Tuesday, 09 June 2020 at 02:24 UTC to Monday, 22 June 2020 at 21:07 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 : 669
Unique Edges : 499
Edges With Duplicates : 781
Total Edges : 1280
Number of Edge Types : 5
Replies to : 138
Tweet : 171
MentionsInRetweet : 408
Mentions : 248
Retweet : 315
Self-Loops : 183
Reciprocated Vertex Pair Ratio : 0.0140252454417952
Reciprocated Edge Ratio : 0.0276625172890733
Connected Components : 123
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 156
Maximum Edges in a Connected Component : 428
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.170344
Graph Density : 0.0016178405520797
Modularity : 0.541082
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 669 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 Tuesday, 23 June 2020 at 12:31 UTC.

The requested start date was Tuesday, 23 June 2020 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, 18-hour, 43-minute period from Tuesday, 09 June 2020 at 02:24 UTC to Monday, 22 June 2020 at 21:07 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 : GraphServerTwitterSearch
Graph Term : #vra
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] http://www.cointarget.net
[4] https://www.youtube.com/watch?v=pk88lXIIgec&feature=youtu.be

[4] https://twitter.com/Kvcrypto1/status/1266899376309485568
[4] https://twitter.com/AriBerman/status/1270463218377506816
[4] https://www.nbcnews.com/politics/2020-election/georgia-secretary-state-launches-investigation-after-unacceptable-voting-problems-n1228541
[3] https://twitter.com/AriBerman/status/1274098195648446469
[3] https://vmusketeers.com/2020/06/10/using-the-vmware-lifecycle-manager-8-1-api-to-deploy-vrops-vrli-vra-and-vrni/
[3] https://twitter.com/ariberman/status/1270463218377506816
[2] https://twitter.com/sandhillshrink/status/1274959475749814287
[2] https://twitter.com/verasitytech/status/1275006335684431872

Top URLs in Tweet in G1:
[1] https://twitter.com/verasitytech/status/1271454414197358596
[1] https://twitter.com/xccurateCSGO/status/1273918769044340737
[1] https://twitter.com/Bitcoin143/status/1272172415112613888
[1] https://twitter.com/ChocolateMastr/status/1270660335645732865
[1] https://twitter.com/rjmark_verasity/status/1271051956304392192
[1] https://twitter.com/cryptomichnl/status/1271764995844571136
[1] https://twitter.com/bitcoin_whales/status/1271870166297698309
[1] https://twitter.com/rjmark_verasity/status/1272836707289833474
[1] https://twitter.com/verasitytech/status/1272839997310279680
[1] https://twitter.com/JabierRazak/status/1274755957197869056

Top URLs in Tweet in G2:
[1] http://nymag.com/intelligencer/2019/12/georgia-voter-suppression-under-kemp.html

Top URLs in Tweet in G3:
[5] http://www.cointarget.net
[2] https://twitter.com/ariberman/status/1270463218377506816
[2] https://twitter.com/AriBerman/status/1270463218377506816
[2] https://sankalpit.com/remarkable-psa-software-tools-for-msps-and-vras/
[2] https://www.sovlabs.com/servicenow-connector
[2] https://twitter.com/ariberman/status/1274098195648446469
[1] https://www.virtual-allan.com/vmware-vrealize-automation-cumulative-update-hotfix-links/
[1] https://twitter.com/JoyAnnReid/status/1270410818304294912
[1] https://blogs.vmware.com/management/2020/06/install-vrops-app-monitoring-agents-during-vra-deployment.html
[1] https://twitter.com/benandjerrys/status/1270495315649597453

Top URLs in Tweet in G4:
[1] https://twitter.com/AriBerman/status/1270463218377506816

Top URLs in Tweet in G5:
[1] https://twitter.com/realtuckfrumper/status/1275113135448436739
[1] https://twitter.com/AriBerman/status/1274098195648446469
[1] https://threadreaderapp.com/thread/1270559108135936000.html
[1] https://apple.news/AZ0eYpK-3TM68G-CP1odUdQ

Top URLs in Tweet in G6:
[2] https://twitter.com/sandhillshrink/status/1274959475749814287
[1] https://twitter.com/MColeen75/status/1270528106739011584
[1] https://twitter.com/brent_peabody/status/1270379173383733249
[1] https://twitter.com/andThisAndThat/status/1274332788775321601
[1] https://slate.com/news-and-politics/2020/06/georgias-election-was-a-disaster.html
[1] https://twitter.com/KristenClarkeJD/status/1270520108331532289

Top URLs in Tweet in G7:
[1] https://twitter.com/thornbill8/status/1270586258658455553
[1] https://twitter.com/sethabramson/status/1270415822989688833

Top URLs in Tweet in G8:
[1] https://twitter.com/AriBerman/status/1274098195648446469
[1] https://twitter.com/ariberman/status/1270463218377506816
[1] https://twitter.com/KristenClarkeJD/status/1270354645362315265

Top Domains
Top Domains in Tweet in Entire Graph:
[87] twitter.com
[8] youtube.com
[6] sovlabs.com
[5] cointarget.net
[5] radian6.com
[4] vmware.com
[4] nbcnews.com
[3] masteringvmware.com
[3] wordpress.com
[3] vmusketeers.com

Top Domains in Tweet in G1:
[16] twitter.com
[1] youtube.com
[1] verasity.io
[1] kucoin.com

Top Domains in Tweet in G2:
[1] nymag.com

Top Domains in Tweet in G3:
[30] twitter.com
[6] sovlabs.com
[5] cointarget.net
[4] vmware.com
[2] youtube.com
[2] sankalpit.com
[2] huffpost.com
[1] virtual-allan.com
[1] apple.news
[1] rawstory.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] threadreaderapp.com
[1] apple.news

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

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

Top Domains in Tweet in G8:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[461] vra
[63] votingrightsact
[55] verasity
[50] vrab
[38] 仮想通貨
[38] btc
[33] 拡散希望
[26] blockchain
[23] crypto
[22] scotus



Top Hashtags in Tweet in G1:
[110] vra
[43] verasity
[42] vrab
[22] crypto
[21] btc
[15] bitcoin
[14] blockchain
[14] csgo
[13] kucoin
[12] gamestore

Top Hashtags in Tweet in G2:
[1] georgia
[1] gapol
[1] vra

Top Hashtags in Tweet in G3:
[104] vra
[38] 仮想通貨
[33] 拡散希望
[6] scotus
[4] vmware
[4] vro
[3] vrops
[3] votersuppression
[3] verasity
[3] btc

Top Hashtags in Tweet in G4:
[38] votingrightsact
[1] vra

Top Hashtags in Tweet in G5:
[16] vra
[11] votingrightsact
[3] blacklivesmatter
[3] moscowmitch
[2] moscowmitchmcconnell
[2] scotus
[1] reiders
[1] amjoy
[1] hr4
[1] kentucky

Top Hashtags in Tweet in G6:
[22] vra
[5] gaprimaries
[3] votingrightsact
[2] georgia
[1] republicanssuppressvotes
[1] poc
[1] vote
[1] voteoutthegop
[1] votebluetosaveamerica
[1] oprah

Top Hashtags in Tweet in G7:
[7] vra
[2] blackmen
[2] blackwomen
[2] blacktwitter
[2] blackexodus
[2] independencematters
[2] blackvote
[2] chiefjusticeroberts
[2] overturncitizensunited
[1] 8states

Top Hashtags in Tweet in G8:
[11] vra
[7] scotus
[3] votingrightsact
[2] blacklivesmatter
[2] votersupression
[2] georgia
[1] votersuppression
[1] citizensunited
[1] votersuppresion
[1] gopactivistjudges

Top Hashtags in Tweet in G9:
[10] vra

Top Hashtags in Tweet in G10:
[7] vra
[3] cryptoclash
[2] verasity

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[110] #vra
[96] vra
[46] verasitytech
[43] #verasity
[42] #vrab
[35] vrab
[31] binance
[30] sats
[29] cryptoballer41
[25] binanceresearch

Top Words in Tweet in G2:
[80] white
[80] supremacist
[80] republican
[80] brian
[80] kemp
[80] secretary
[80] state
[80] stole
[80] gubernatorial
[80] election

Top Words in Tweet in G3:
[104] #vra
[72] btc
[44] vra
[42] 10
[38] #仮想通貨
[38] bittrex高騰
[38] 暴落
[38] 速報
[38] 5分前価格と比較
[33] 以上

Top Words in Tweet in G4:
[38] justice
[38] scalia
[38] #votingrightsact
[38] longer
[38] needed
[38] racism
[38] over
[38] instructive
[38] 2016
[38] election

Top Words in Tweet in G5:
[16] #vra
[16] democrat
[13] desk
[12] sitting
[12] 180
[12] days
[12] called
[11] #votingrightsact
[10] senatemajldr
[10] mcconnell's

Top Words in Tweet in G6:
[22] #vra
[16] justice
[14] roberts
[13] starvethuhbeast
[10] cc
[10] hour
[6] briankempga
[6] nothing
[6] vote
[6] america

Top Words in Tweet in G7:
[7] #vra
[5] scotus
[3] america
[2] nbcnews
[2] sovereignty
[2] #blackmen
[2] #blackwomen
[2] #blacktwitter
[2] #blackexodus
[2] #independencematters

Top Words in Tweet in G8:
[11] #vra
[9] roberts
[8] ariberman
[8] right
[7] #scotus
[5] thanks
[5] cj
[4] wing
[4] particularly
[4] opined

Top Words in Tweet in G9:
[10] #vra
[7] verasitytech
[4] binance
[3] cz_binance
[2] let's
[2] listed
[2] binanceus
[2] crypto
[2] gaming
[2] best

Top Words in Tweet in G10:
[7] #vra
[6] verasitytech
[5] xccuratecsgo
[3] rjmark_verasity
[3] #cryptoclash
[2] #verasity
[2] luck
[2] zywoo
[2] europe
[2] s1mple

Top Word Pairs
Top Word Pairs in Tweet in G2:
[37] white,supremacist
[25] supremacist,republican
[24] republican,brian
[18] brian,kemp
[15] kemp,secretary
[15] secretary,state
[14] state,stole
[13] stole,gubernatorial
[13] gubernatorial,election
[13] election,stacey

Top Word Pairs in Tweet in G3:
[80] #仮想通貨,#vra
[80] #vra,bittrex高騰
[80] bittrex高騰,暴落
[80] 暴落,速報
[80] 速報,5分前価格と比較
[80] 5分前価格と比較,btc
[80] btc,vra
[80] 10,以上
[80] 以上,の変動
[80] の変動,アービトラージチャンス

Top Word Pairs in Tweet in G4:
[38] justice,scalia
[38] scalia,#votingrightsact
[38] #votingrightsact,longer
[38] longer,needed
[38] needed,racism
[38] racism,over
[38] over,instructive
[32] instructive,2016
[32] 2016,election
[32] vabvox,justice

Top Word Pairs in Tweet in G5:
[38] 180,days
[38] called,democrat
[38] desk,180
[38] days,called
[38] #votingrightsact,sitting
[38] sitting,mcconnell's
[38] mcconnell's,desk
[38] repvaldemings,#votingrightsact
[38] gershwinforever,repvaldemings
[37] democrat,pol

Top Word Pairs in Tweet in G6:
[12] justice,roberts
[12] roberts,#vra
[11] starvethuhbeast,justice
[11] starvethuhbeast,cc
[10] cc,briankempga
[10] briankempga,another
[10] another,white
[9] white,man
[8] man,sitting
[8] sitting,behind

Top Word Pairs in Tweet in G7:
[11] #blackwomen,#blacktwitter
[9] citizen,born
[7] care,comment
[6] comment,scotus
[5] scotus,#chiefjusticeroberts
[5] #chiefjusticeroberts,#vra
[5] #vra,#overturncitizensunited
[5] #overturncitizensunited,giant
[5] giant,error
[5] error,judicial

Top Word Pairs in Tweet in G8:
[2] cj,roberts
[2] ariberman,thanks
[2] thanks,right
[2] right,wing
[2] wing,#scotus
[2] #scotus,particularly
[2] particularly,cj
[2] roberts,opined
[2] opined,didn
[2] didn,see

Top Word Pairs in Tweet in G9:
[5] verasitytech,#vra
[4] #vra,verasitytech
[4] let's,verasitytech
[4] #vra,listed
[4] listed,binanceus
[4] binanceus,binance
[4] binance,crypto
[4] crypto,gaming
[4] gaming,best
[4] best,cz_binance

Top Word Pairs in Tweet in G10:
[4] verasitytech,xccuratecsgo
[3] rjmark_verasity,verasitytech
[2] #verasity,#vra
[2] zywoo,europe
[2] europe,s1mple
[2] s1mple,#vra

Top Replied-To
Top Replied-To in Entire Graph:
@binanceresearch
@verasitytech
@rjmark_verasity
@0ne_yanka
@scottmelker
@ariberman
@senatemajldr
@crypto_bitlord
@massdapp
@jillwinebanks

Top Replied-To in G1:
@binanceresearch
@verasitytech
@crypto_bitlord
@massdapp
@davidgokhshtein
@smartcontracter
@xccuratecsgo
@fran0385_btc
@rjmark_verasity
@blockchain_jay

Top Replied-To in G5:
@senatemajldr
@jillwinebanks
@repvaldemings
@realdonaldtrump
@brent_peabody
@amjoyshow
@morning_joe

Top Replied-To in G6:
@repabraham
@realdonaldtrump
@billkristol
@pattyarquette

Top Replied-To in G7:
@nbcnightlynews
@civilrightsorg
@abcpolitics
@kristenkfromga

Top Replied-To in G8:
@ariberman
@marceelias
@riskyliberal
@danielleholley
@ussupremecourt
@thomas_lockwood

Top Replied-To in G9:
@binanceresearch
@cointrendz
@cryptodiffer
@cz_binance
@verasitytech
@zywoo

Top Replied-To in G10:
@rjmark_verasity
@verasitytech
@llluckyl
@bitcoin_whales

Top Mentioned
Top Mentioned in Entire Graph:
@garyraybetz
@verasitytech
@vabvox
@binance
@cryptoballer41
@vrealizeauto
@starvethuhbeast
@vancouverboomer
@kvcrypto1
@kercenadozier

Top Mentioned in G1:
@verasitytech
@binance
@cryptoballer41
@microman2020
@waykewlstuff
@angelcc_r
@kucoincom
@crypto_bitlord
@gcrypto_news
@rjmark_verasity

Top Mentioned in G2:
@garyraybetz

Top Mentioned in G4:
@vabvox

Top Mentioned in G5:
@gershwinforever
@repvaldemings
@senatemajldr
@joyannreid
@msnbc
@ulysses23
@elainechao
@scotus
@maryann100001
@rappa01

Top Mentioned in G6:
@starvethuhbeast
@briankempga
@gop
@joebiden
@realdonaldtrump
@vabvox
@twilight2000
@senkamalaharris
@repadamschiff
@senwarren

Top Mentioned in G7:
@scotus
@nbcnews
@potus
@pattersonnbc
@hiphoptc
@linmp1031
@abcnews
@cbspolitics
@cbsnews
@nbcpolitics

Top Mentioned in G8:
@ariberman
@georgeasmirnoff
@ussupremecourt
@staceyabrams
@yottapoint
@scotus
@realpeaceandluv
@danielleholley
@wsbtv
@11alivenews

Top Mentioned in G9:
@verasitytech
@binance
@binanceus
@cz_binance
@cryptocoley
@crypto_jpg
@maticnetwork
@quark_chain
@fantomfdn
@ltonetwork

Top Mentioned in G10:
@xccuratecsgo
@verasitytech
@kimochi75
@rustandiw
@kryptokrip
@onquanghiu6
@hodlgirl_
@izzy8013
@cryptohypernova
@ra0186

Top Tweeters
Top Tweeters in Entire Graph:
@padakitty
@eykis
@shoq
@riskyliberal
@wsbtv
@docrocktex26
@nancypeggy
@emersonfan1
@lorisums
@dawnarickelz

Top Tweeters in G1:
@gcrypto_news
@carsperforming
@jsnmiller314
@regamertron
@human6777
@crypto_bitlord
@mutant_monsters
@davidgokhshtein
@twitch
@hitbtc

Top Tweeters in G2:
@dawnarickelz
@teemarieeagle
@heatherclark55
@velcroski
@justjo2
@restorit2
@equi_noctis
@7leaguebootdisk
@welovesue
@farrarpjoy

Top Tweeters in G3:
@ruthsorbello
@aymanfadel
@mmm_bitcoin_mmm
@stonegrnd1
@soso08
@kathjohnsonart
@flyingtsunami
@authorofmystery
@sbplama
@14atx

Top Tweeters in G4:
@llstudent08
@didifrench
@vabvox
@bayofarizona
@snarkytoes
@serabbi
@ukexpat19
@gudlaughawkinso
@jdubya65
@wafflejuice

Top Tweeters in G5:
@nancypeggy
@msnbc
@joyannreid
@jennycohn1
@ulysses23
@trudygonzales
@djmm1962
@moonbreeze2
@corybooker
@maryann100001

Top Tweeters in G6:
@eykis
@barbaraward235
@queenphillippa
@twilight2000
@mjcaswell
@tomasrabago1
@irregularjoe
@kvpeckwriter
@pattyarquette
@pikachuevie

Top Tweeters in G7:
@linmp1031
@cnn
@abcnews
@nbcnews
@cbsnews
@npr
@cnnpolitics
@newshour
@nbcnightlynews
@abcpolitics

Top Tweeters in G8:
@riskyliberal
@wsbtv
@emersonfan1
@11alivenews
@tazo157
@scottzpinkrose
@rosebellitzia
@estheramma
@touchtongina
@ariberman

Top Tweeters in G9:
@cointrendz
@nipgaming
@fazeclan
@cz_binance
@ontologynetwork
@kybernetwork
@angelostellarxx
@cryptodiffer
@cryptocoley
@originprotocol

Top Tweeters in G10:
@humoalex
@izzy8013
@oottakringersec
@hoathoang19
@ra0186
@bocahkrypto69
@llluckyl
@kryptokrip
@putriarsyila2
@bitcoin_whales


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