#vra, Twitter, 6/16/2020 2:21:18 PM, 229383


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#vra_2020-06-16_05-31-01.xlsx
#vra_2020-06-16_05-31-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 16, 2020
Short Description:
#vra via NodeXL https://bit.ly/3hF7QML
@shoq
@gop
@brynip
@indivisibleinfl
@realdonaldtrump
@tomasrabago1
@joebiden
@vabvox
@twilight2000
@kvpeckwriter

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

Description:
Description
The graph represents a network of 832 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, 16 June 2020 at 12:31 UTC.

The requested start date was Tuesday, 16 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, 15-hour, 31-minute period from Tuesday, 02 June 2020 at 05:28 UTC to Monday, 15 June 2020 at 21:00 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 : 832
Unique Edges : 383
Edges With Duplicates : 1273
Total Edges : 1656
Number of Edge Types : 5
Replies to : 99
Mentions : 178
Retweet : 581
MentionsInRetweet : 657
Tweet : 141
Self-Loops : 154
Reciprocated Vertex Pair Ratio : 0.00704225352112676
Reciprocated Edge Ratio : 0.013986013986014
Connected Components : 115
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 323
Maximum Edges in a Connected Component : 691
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.216828
Graph Density : 0.00124097472924188
Modularity : 0.498057
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 832 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, 16 June 2020 at 12:31 UTC.

The requested start date was Tuesday, 16 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, 15-hour, 31-minute period from Tuesday, 02 June 2020 at 05:28 UTC to Monday, 15 June 2020 at 21:00 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:
[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://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
[3] https://twitter.com/Shoq/status/1269025878027239425
[2] https://twitter.com/vmwarecode/status/1272491077220655104
[2] http://www.cointarget.net
[2] https://twitter.com/Kvcrypto1/status/1266899376309485568
[2] https://toffaha18.wordpress.com/2020/06/13/restarting-vra-7-x-installation-wizard/
[2] https://theblockcircle.com/verasity-launch-june-staking-competition/

Top URLs in Tweet in G1:
[2] https://twitter.com/Shoq/status/1269025878027239425

Top URLs in Tweet in G2:
[2] https://twitter.com/kaiwhale/status/1266448899717263360
[2] https://theblockcircle.com/verasity-launch-june-staking-competition/
[1] https://verasity.io/
[1] https://twitter.com/verasitytech/status/1271064936693800960
[1] https://twitter.com/ChocolateMastr/status/1270660335645732865
[1] https://twitter.com/Bitcoin143/status/1272172415112613888
[1] https://www.kucoin.com/ucenter/signup?rcode=7dNwc5
[1] https://twitter.com/rjmark_verasity/status/1271051956304392192
[1] https://twitter.com/cryptomichnl/status/1271764995844571136
[1] https://twitter.com/bitcoin_whales/status/1271870166297698309

Top URLs in Tweet in G3:
[1] http://nymag.com/intelligencer/2019/12/georgia-voter-suppression-under-kemp.html

Top URLs in Tweet in G4:
[1] https://twitter.com/johnoriel3/status/1267439829647843329
[1] https://twitter.com/docrocktex26/status/1211737691504742400

Top URLs in Tweet in G5:
[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] http://www.cointarget.net
[1] https://www.history.com/topics/black-history/freedom-summer
[1] https://www.linkedin.com/slink?code=dC5am9B
[1] https://fluffyclouds.blog/2020/06/05/vrealize-orchestrator-endpoints-health-check/
[1] https://twitter.com/Shoq/status/1269025878027239425
[1] https://twitter.com/cpchain_io/status/1265768976572915712

Top URLs in Tweet in G6:
[1] https://twitter.com/AriBerman/status/1270463218377506816

Top URLs in Tweet in G7:
[1] https://twitter.com/thornbill8/status/1270586258658455553
[1] https://threadreaderapp.com/thread/1270559108135936000.html
[1] https://apple.news/AZ0eYpK-3TM68G-CP1odUdQ
[1] https://twitter.com/sethabramson/status/1270415822989688833

Top URLs in Tweet in G8:
[1] https://slate.com/news-and-politics/2020/06/georgias-election-was-a-disaster.html
[1] https://twitter.com/brent_peabody/status/1270379173383733249
[1] https://twitter.com/MColeen75/status/1270528106739011584
[1] https://twitter.com/KristenClarkeJD/status/1270520108331532289
[1] https://twitter.com/kasie/status/1267863275548663808
[1] https://twitter.com/tllanes/status/1268328453629075456

Top URLs in Tweet in G9:
[1] https://twitter.com/MsLaToshaBrown/status/1270538249287675906
[1] https://twitter.com/DemRedistrict/status/1270732824144904195

Top URLs in Tweet in G10:
[3] https://vmusketeers.com/2020/06/10/using-the-vmware-lifecycle-manager-8-1-api-to-deploy-vrops-vrli-vra-and-vrni/
[1] http://r.socialstudio.radian6.com/b4e0503d-bbca-4133-9fdd-b39ff49bb350
[1] http://r.socialstudio.radian6.com/f85ad5e0-e97d-4a5b-aa69-a53043c6b3b2
[1] https://blogs.vmware.com/management/2020/06/vrealize-automation-8-1-using-custom-resources-to-execute-scripts-along-with-deployments.html

Top Domains
Top Domains in Tweet in Entire Graph:
[63] twitter.com
[6] sovlabs.com
[4] nbcnews.com
[3] wordpress.com
[3] youtube.com
[3] vmusketeers.com
[2] cointarget.net
[2] theblockcircle.com
[2] apple.news
[2] sankalpit.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[10] twitter.com
[2] youtube.com
[2] theblockcircle.com
[1] verasity.io
[1] kucoin.com

Top Domains in Tweet in G3:
[1] nymag.com

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

Top Domains in Tweet in G5:
[23] twitter.com
[6] sovlabs.com
[2] sankalpit.com
[2] cointarget.net
[1] history.com
[1] linkedin.com
[1] fluffyclouds.blog
[1] virtual-allan.com
[1] vmware.com
[1] apple.news

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

Top Domains in Tweet in G7:
[2] twitter.com
[1] threadreaderapp.com
[1] apple.news

Top Domains in Tweet in G8:
[5] twitter.com
[1] slate.com

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

Top Domains in Tweet in G10:
[3] vmusketeers.com
[2] radian6.com
[1] vmware.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[353] vra
[61] votingrightsact
[36] vrab
[35] verasity
[27] 仮想通貨
[27] 拡散希望
[15] scotus
[13] georgia
[13] btc
[13] vexpert



Top Hashtags in Tweet in G1:
[6] vra
[2] votingrightsact
[1] citizensunited

Top Hashtags in Tweet in G2:
[97] vra
[34] vrab
[32] verasity
[8] btc
[7] csgo
[7] crypto
[7] blockchain
[7] bitcoin
[6] gamestore
[6] kucoin

Top Hashtags in Tweet in G3:
[1] georgia
[1] gapol
[1] vra

Top Hashtags in Tweet in G4:
[12] vra
[1] jimcrow

Top Hashtags in Tweet in G5:
[96] vra
[27] 仮想通貨
[27] 拡散希望
[5] scotus
[5] vro
[5] vmware
[3] vrops
[2] vote
[2] truth
[2] blm

Top Hashtags in Tweet in G6:
[38] votingrightsact
[1] vra

Top Hashtags in Tweet in G7:
[13] vra
[2] moscowmitch
[2] chiefjusticeroberts
[2] overturncitizensunited
[1] merrickgarland
[1] mitchmcconnellisantiamerican
[1] msnbc
[1] senategop
[1] policereformnow
[1] votersupressiongeorgia

Top Hashtags in Tweet in G8:
[21] vra
[5] gaprimaries
[3] votingrightsact
[3] vote
[2] georgia
[2] voteblue
[2] everyelectionmatters
[2] everyvotematters
[2] countryoverparty
[2] democrats

Top Hashtags in Tweet in G9:
[5] vra
[3] dear
[3] dontvote
[3] gerrymandering
[3] voting
[2] redistricting
[2] vote
[2] votingmatters

Top Hashtags in Tweet in G10:
[10] vexpert
[9] vra
[4] automation
[3] vrops
[3] vrli
[3] vrni
[3] vrslcm
[3] api
[3] postman
[1] vexpertcloud

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:
[275] shoq
[175] look
[175] protests
[175] going
[175] day
[175] 13
[175] wonder
[175] re
[175] demanding
[175] restoration

Top Words in Tweet in G2:
[97] #vra
[89] vra
[51] csgo
[38] verasitytech
[36] binance
[34] #vrab
[32] #verasity
[29] soon
[29] vrab
[28] binanceresearch

Top Words in Tweet in G3:
[70] white
[70] supremacist
[70] republican
[70] brian
[70] kemp
[70] secretary
[70] state
[70] stole
[70] gubernatorial
[70] election

Top Words in Tweet in G4:
[52] docrocktex26
[44] black
[43] more
[43] receipts
[43] voters
[43] coming
[43] trump
[43] klan
[43] isn
[43] killing

Top Words in Tweet in G5:
[96] #vra
[60] btc
[32] 10
[31] vra
[27] #仮想通貨
[27] bittrex高騰
[27] 暴落
[27] 速報
[27] 5分前価格と比較
[27] 以上

Top Words in Tweet in G6:
[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 G7:
[13] #vra
[7] scotus
[6] senatemajldr
[3] voting
[3] vote
[3] right
[2] pass
[2] desk
[2] #moscowmitch
[2] refuses

Top Words in Tweet in G8:
[21] #vra
[12] justice
[11] starvethuhbeast
[10] roberts
[10] hour
[8] vote
[7] gop
[6] nothing
[6] fraud
[6] cc

Top Words in Tweet in G9:
[5] #vra
[3] #dear
[3] #dontvote
[3] people
[3] #gerrymandering
[3] one
[3] primary
[3] reasons
[3] #voting
[3] matters

Top Words in Tweet in G10:
[10] #vexpert
[10] vrealizeauto
[9] #vra
[7] using
[7] finally
[7] regains
[7] ability
[7] automate
[7] stack
[7] way

Top Word Pairs
Top Word Pairs in Tweet in G2:
[175] #vra,#vrab
[175] binanceresearch,binance
[175] angelcc_r,crypto_bitlord
[175] crypto_bitlord,soon
[175] soon,earn
[175] earn,vra
[175] vra,playing
[175] playing,csgo
[175] csgo,betting
[174] betting,world

Top Word Pairs in Tweet in G3:
[29] white,supremacist
[28] supremacist,republican
[26] republican,brian
[25] brian,kemp
[25] kemp,secretary
[25] secretary,state
[25] state,stole
[25] stole,gubernatorial
[25] gubernatorial,election
[25] election,stacey

Top Word Pairs in Tweet in G4:
[70] more,receipts
[70] receipts,black
[70] black,voters
[70] voters,coming
[70] coming,trump
[70] trump,klan
[70] klan,isn
[70] isn,killing
[70] killing,streets
[70] streets,homes

Top Word Pairs in Tweet in G5:
[43] btc,vra
[43] #仮想通貨,#vra
[43] #vra,bittrex高騰
[43] bittrex高騰,暴落
[43] 暴落,速報
[43] 速報,5分前価格と比較
[43] 5分前価格と比較,btc
[43] 10,以上
[43] 以上,の変動
[43] の変動,アービトラージチャンス

Top Word Pairs in Tweet in G6:
[29] justice,scalia
[27] scalia,#votingrightsact
[27] #votingrightsact,longer
[27] longer,needed
[27] needed,racism
[27] racism,over
[27] over,instructive
[23] instructive,2016
[23] 2016,election
[23] vabvox,justice

Top Word Pairs in Tweet in G7:
[38] pass,#vra
[38] senatemajldr,desk
[38] care,comment
[38] comment,scotus
[38] scotus,#chiefjusticeroberts
[38] #chiefjusticeroberts,#vra
[38] #vra,#overturncitizensunited
[38] #overturncitizensunited,giant
[38] giant,error
[37] error,judicial

Top Word Pairs in Tweet in G8:
[2] justice,roberts
[2] starvethuhbeast,justice
[2] cc,briankempga
[2] briankempga,another
[2] another,white
[2] white,man
[2] man,sitting
[2] sitting,behind
[2] behind,big
[2] big,desk

Top Word Pairs in Tweet in G9:
[10] #dear,#dontvote
[7] #dontvote,people
[5] people,#gerrymandering
[5] #gerrymandering,one
[5] one,primary
[5] primary,reasons
[5] reasons,#voting
[5] #voting,matters
[5] matters,let's
[5] let's,eliminate

Top Word Pairs in Tweet in G10:
[3] finally,vrealizeauto
[3] vrealizeauto,regains
[3] regains,ability
[3] ability,automate
[3] automate,stack
[3] stack,way
[3] way,down
[3] down,software
[3] software,good
[3] good,work

Top Replied-To
Top Replied-To in Entire Graph:
@binanceresearch
@verasitytech
@massdapp
@jbthecryptoking
@ariberman
@senatemajldr
@thecryptodog
@petabytecapital
@jabierrazak
@darylsturgis

Top Replied-To in G2:
@binanceresearch
@verasitytech
@massdapp
@jbthecryptoking
@thecryptodog
@jabierrazak
@fran0385_btc
@crypto_bitlord
@smartcontracter
@rjmark_verasity

Top Replied-To in G7:
@senatemajldr
@morning_joe
@marceelias
@abcpolitics
@kristenkfromga

Top Replied-To in G8:
@repabraham
@realdonaldtrump
@billkristol
@pattyarquette
@jenseniorny

Top Replied-To in G9:
@demredistrict
@kingjames

Top Mentioned
Top Mentioned in Entire Graph:
@shoq
@garyraybetz
@docrocktex26
@vabvox
@binance
@verasitytech
@crypto_bitlord
@angelcc_r
@cryptoballer41
@starvethuhbeast

Top Mentioned in G1:
@shoq
@kcford7

Top Mentioned in G2:
@binance
@verasitytech
@crypto_bitlord
@angelcc_r
@cryptoballer41
@microman2020
@kucoincom
@matt67890615
@youtube
@binanceresearch

Top Mentioned in G3:
@garyraybetz

Top Mentioned in G4:
@docrocktex26

Top Mentioned in G6:
@vabvox

Top Mentioned in G7:
@scotus
@senatemajldr
@msnbc
@potus
@linmp1031
@jennycohn1
@housedemocrats
@yottapoint
@abcnews
@cbspolitics

Top Mentioned in G8:
@starvethuhbeast
@gop
@briankempga
@joebiden
@realdonaldtrump
@shoq
@vabvox
@twilight2000
@senkamalaharris
@repadamschiff

Top Mentioned in G9:
@kingjames
@bradparker_
@raptor2u
@adamcbest
@adamparkhomenko
@debramessing
@alyssa_milano
@piperperabo
@davidpepper
@danpfeiffer

Top Mentioned in G10:
@vrealizeauto
@virtualhobbit
@vmwarecloudaws
@kim_bottu

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@phillip92321
@manmet80
@padakitty
@foggybottomgal
@eykis
@shoq
@blogdiva
@wsbtv
@frecklesxx20

Top Tweeters in G1:
@missb62
@manmet80
@foggybottomgal
@shoq
@jodotcom
@mjohnso27
@caffreyej
@anoldlefty
@kane007
@christineiam

Top Tweeters in G2:
@jsnmiller314
@regamertron
@scottmelker
@arnbreakstyle7
@thecryptodog
@crypto_bitlord
@mutant_monsters
@human6777
@youtube
@twitch

Top Tweeters in G3:
@dawnarickelz
@4tybin
@teemarieeagle
@heatherclark55
@velcroski
@chunianello
@restorit2
@equi_noctis
@7leaguebootdisk
@lildivaz1

Top Tweeters in G4:
@phillip92321
@frecklesxx20
@docrocktex26
@multijo1
@suma4720
@themominatrixx
@mhmhart
@pamdwriter
@janattheocean
@dollymad1812

Top Tweeters in G5:
@aymanfadel
@anaelisafoto
@mmm_bitcoin_mmm
@stonegrnd1
@soso08
@kathjohnsonart
@flyingtsunami
@14atx
@ohholycrap
@rylcash

Top Tweeters in G6:
@llstudent08
@didifrench
@vabvox
@bayofarizona
@snarkytoes
@serabbi
@ukexpat19
@gudlaughawkinso
@jdubya65
@wafflejuice

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

Top Tweeters in G8:
@eykis
@barbaraward235
@queenphillippa
@twilight2000
@tllanes
@mjcaswell
@tomasrabago1
@rugcernie
@kvpeckwriter
@pattyarquette

Top Tweeters in G9:
@padakitty
@bradparker_
@davidpepper
@debramessing
@raptor2u
@adamparkhomenko
@alyssa_milano
@piperperabo
@jonfavs
@adamcbest

Top Tweeters in G10:
@do0dzzz
@virtualhobbit
@fbuechsel
@waldemarpera
@kim_bottu
@tvallons
@vmwarecloudaws
@vmw_rguske
@vrealizeauto
@deepak_vmware


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