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#vra_2020-07-28_05-31-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 28, 2020
Short Description:
#vra via NodeXL https://bit.ly/3hJOgxO
@mysterysolvent
@trinityresists
@senatemajldr
@joebiden
@reedgalen
@realdonald
@agabrielresists
@malaika4biden
@brendagarland15
@guptillanne

Top hashtags:
#vra
#moscowmitchmcconnell
#georgia
#仮想通貨
#hr4
#votingrightsact
#拡散希望

Description:
Description
The graph represents a network of 1,579 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, 28 July 2020 at 12:32 UTC.

The requested start date was Tuesday, 28 July 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, 19-hour, 18-minute period from Tuesday, 14 July 2020 at 02:20 UTC to Monday, 27 July 2020 at 21:39 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 : 1579
Unique Edges : 1069
Edges With Duplicates : 2764
Total Edges : 3833
Number of Edge Types : 5
Retweet : 1235
MentionsInRetweet : 1955
Tweet : 195
Replies to : 138
Mentions : 310
Self-Loops : 207
Reciprocated Vertex Pair Ratio : 0.00681818181818182
Reciprocated Edge Ratio : 0.0135440180586907
Connected Components : 132
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 1178
Maximum Edges in a Connected Component : 2964
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.641223
Graph Density : 0.000888964875653279
Modularity : 0.51696
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,579 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, 28 July 2020 at 12:32 UTC.

The requested start date was Tuesday, 28 July 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, 19-hour, 18-minute period from Tuesday, 14 July 2020 at 02:20 UTC to Monday, 27 July 2020 at 21:39 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] http://www.cointarget.net
[3] https://medium.com/verasity/verasity-the-rise-of-online-gaming-part-3-esports-fight-club-8c47057660ba
[3] https://twitter.com/senatemajldr/status/1284528738525425665
[2] https://twitter.com/verasi
[2] https://blockfolio.com/coin/VRA/signal/IbyKskIame
[2] https://twitter.com/cspan/status/1287727436419854337
[2] https://twitter.com/vmwarecloudmgmt/status/1286020751104126977
[2] https://twitter.com/verasitytech/status
[2] https://blockfolio.com/coin/VRA/signal/I4IM3m3L4J
[2] https://blockfolio.com/coin/VRA/signal/I1R84kBItJ

Top URLs in Tweet in G1:
[1] https://twitter.com/AriBerman/status/1287813261010841600
[1] https://twitter.com/cbsnews/status/1287418965824856065
[1] https://www.cnn.com/2016/02/21/politics/john-kasich-planned-parenthood-bill/index.html
[1] https://twitter.com/vanitaguptacr/status/1286291951831179266
[1] https://twitter.com/AriBerman/status/1284844319803940864
[1] https://twitter.com/ariberman/status/1284844319803940864
[1] https://twitter.com/BarbMcQuade/status/1284877039590408192
[1] https://twitter.com/DanRather/status/1284507899746594816
[1] https://twitter.com/damonbethea1/status/1284839410756923393
[1] https://twitter.com/mspackyetti/status/1284487321547681795?s=21

Top URLs in Tweet in G2:
[1] https://twitter.com/jonfavs/status/1284599933610242049?s=21
[1] https://twitter.com/jonfavs/status/1284599933610242049

Top URLs in Tweet in G3:
[1] https://twitter.com/TrinityResists/status/1285045931696484352
[1] https://twitter.com/tribelaw/status/1284816182411919361

Top URLs in Tweet in G4:
[2] https://medium.com/verasity/verasity-the-rise-of-online-gaming-part-3-esports-fight-club-8c47057660ba
[2] https://twitter.com/verasi
[2] https://blockfolio.com/coin/VRA/signal/IbyKskIame
[2] https://twitter.com/5h3p43rd/status/1285736711092404230
[2] https://blockfolio.com/coin/VRA/signal/I1R84kBItJ
[2] https://twitter.com/verasitytech/status
[2] https://blockfolio.com/coin/VRA/signal/I4IM3m3L4J
[1] https://twitter.com/CryptoDiffer/status/1283422683217235969
[1] https://twitter.com/scottmelker/status/1286339231938486273
[1] https://twitter.com/smartcontracter/status/1284702607953412096

Top URLs in Tweet in G5:
[4] http://www.cointarget.net
[2] https://cryptobuyingtips.com/guides/how-to-buy-verasity-vra
[2] https://www.vrcloud24x7.com/2020/07/custom-naming-for-vm-in-vra-8x-using.html?spref=tw
[2] https://www.kucoin.com/ucenter/signup?rcode=7dNwc5
[1] https://aymplaying.wordpress.com/2012/10/03/should-i-bother-to-vote-columbia-county-georgia-usa/
[1] https://www.sovlabs.com/sovlabs-101
[1] https://saravanansubbiah.in/vmware/vra-deployment/
[1] https://twitter.com/mayatcontreras/status/1284344372088246274
[1] https://twitter.com/RepAndyBiggsAZ/status/1284355298296119302
[1] https://twitter.com/mawaldman/status/1284406281076432896

Top URLs in Tweet in G7:
[1] https://videosift.com/video/the-enslavement-of-humanity
[1] https://twitter.com/speakerpelosi/status/1284336419398463488
[1] https://twitter.com/johncornyn/status/1284495389538881537
[1] https://twitter.com/senatemajldr/status/1284344881117364225
[1] https://twitter.com/iansams/status/1284479680800792576
[1] https://twitter.com/AmyMcGrathKY/status/1284669956903391232

Top URLs in Tweet in G8:
[1] https://twitter.com/projectlincoln/status/1286838540970668032
[1] https://twitter.com/spk4whatsright/status/1284846201410641920?s=20
[1] https://twitter.com/AriBerman/status/1284844319803940864?s=20
[1] https://twitter.com/spk4whatsright/status/1284839474325856258?s=20
[1] https://twitter.com/joebiden/status/1284502687430479874
[1] https://twitter.com/senatemajldr/status/1284528738525425665

Top URLs in Tweet in G9:
[1] https://twitter.com/CBSThisMorning/status/1285201121879957504

Top URLs in Tweet in G10:
[2] https://masteringvmware.com/vra-part-14-how-to-create-design-blueprint-in-vrealize-automation/
[1] http://r.socialstudio.radian6.com/851bf6cb-a8db-4b4c-b3cd-001902e4ff19
[1] http://r.socialstudio.radian6.com/d9ea5fd4-fbee-4b18-9850-5d645c539eb0
[1] http://r.socialstudio.radian6.com/0ad95bb2-42a9-483f-adba-ea03a8ccb94d
[1] http://r.socialstudio.radian6.com/3c00110f-f5d1-46cd-9f72-9b150bd00411
[1] https://virtualhobbit.com/2020/07/14/modifying-aws-route53-records-in-vrealize-automation-part-2/

Top Domains
Top Domains in Tweet in Entire Graph:
[107] twitter.com
[7] blockfolio.com
[4] medium.com
[4] cointarget.net
[4] radian6.com
[3] kucoin.com
[2] masteringvmware.com
[2] vrcloud24x7.com
[2] cryptobuyingtips.com
[2] thefulcrum.us

Top Domains in Tweet in G1:
[19] twitter.com
[1] cnn.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[17] twitter.com
[7] blockfolio.com
[2] medium.com
[1] ow.ly
[1] kucoin.com

Top Domains in Tweet in G5:
[36] twitter.com
[4] cointarget.net
[2] cryptobuyingtips.com
[2] vrcloud24x7.com
[2] kucoin.com
[1] wordpress.com
[1] sovlabs.com
[1] saravanansubbiah.in
[1] pbs.org
[1] spotify.com

Top Domains in Tweet in G7:
[5] twitter.com
[1] videosift.com

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

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

Top Domains in Tweet in G10:
[4] radian6.com
[2] masteringvmware.com
[1] virtualhobbit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[629] vra
[517] moscowmitchmcconnell
[214] georgia
[49] 仮想通貨
[43] hr4
[40] votingrightsact
[37] 拡散希望
[30] johnlewis
[27] vrab
[22] vrealize



Top Hashtags in Tweet in G1:
[506] moscowmitchmcconnell
[131] vra
[12] hr4
[10] passhr4
[8] ripjohnlewis
[7] crosstalk
[7] amjoy
[6] goodtrouble
[5] johnlewis
[5] msnbc

Top Hashtags in Tweet in G2:
[211] georgia
[3] vra
[2] moscowmitchmcconnell
[2] johnlewis
[2] civilrightsicon

Top Hashtags in Tweet in G3:
[4] vra
[2] moscowmitchmcconnell
[1] johnlewis
[1] moscowmitch

Top Hashtags in Tweet in G4:
[94] vra
[27] vrab
[8] btc
[6] bitcoin
[6] sec
[4] crypto
[4] exchange
[4] alts
[3] xrp
[3] rsr

Top Hashtags in Tweet in G5:
[123] vra
[49] 仮想通貨
[37] 拡散希望
[10] johnlewis
[8] vmware
[8] votingrightsact
[6] vexpert
[5] vrealize
[5] goodtrouble
[5] bitcoin

Top Hashtags in Tweet in G6:
[46] vra
[1] alsen
[1] moscowmitchmcconnell

Top Hashtags in Tweet in G7:
[27] vra
[8] mitchmcconnell
[4] johnlewis
[3] votingrightsact
[2] moscowmitchmcconnell
[2] moscowmitch
[2] goodtrouble
[2] mitchmctreason
[2] complicitcorruptgop
[1] slavery

Top Hashtags in Tweet in G8:
[25] vra
[4] moscowmitchmcconnell
[2] mitchmcconnell
[2] courage
[1] republicans
[1] trump
[1] mcconnell
[1] voteraccess
[1] maga
[1] fbr

Top Hashtags in Tweet in G9:
[33] vra
[1] gopvotersuppression

Top Hashtags in Tweet in G10:
[29] vra
[18] cloudfoundation
[17] vrealize
[10] vro
[7] vexpert
[5] vmwarevcfchat
[5] vrops
[5] vmware
[5] route53
[5] vexpertcloudmanagement

Top Words
Top Words in Tweet in Entire Graph:
[838] john
[811] lewis
[629] #vra
[597] rights
[586] voting
[573] act
[550] pass
[517] #moscowmitchmcconnell
[509] mysterysolvent
[492] mcconnell

Top Words in Tweet in G1:
[522] rights
[521] voting
[517] act
[506] #moscowmitchmcconnell
[500] mysterysolvent
[461] pass
[452] john
[452] lewis
[446] mitch
[443] mcconnell

Top Words in Tweet in G2:
[213] joebiden
[211] little
[211] bird
[211] told
[211] morning
[211] saw
[211] private
[211] polling
[211] shows
[211] #georgia

Top Words in Tweet in G3:
[217] john
[217] lewis
[214] bill
[213] edmund
[213] pettus
[213] legacy
[212] trinityresists
[212] kkk
[212] grand
[212] dragon

Top Words in Tweet in G4:
[94] #vra
[67] verasitytech
[46] vra
[27] #vrab
[19] kucoincom
[18] binance_dex
[13] bibeskafle1
[12] vrab_victims
[11] staking
[11] whole

Top Words in Tweet in G5:
[123] #vra
[116] btc
[64] vra
[51] 10
[49] #仮想通貨
[49] bittrex高騰
[49] 暴落
[49] 速報
[49] 5分前価格と比較
[37] 以上

Top Words in Tweet in G6:
[48] john
[48] lewis
[47] bill
[47] pass
[46] dougjones
[46] right
[46] honor
[46] need
[46] strengthen
[46] #vra

Top Words in Tweet in G7:
[27] #vra
[15] pass
[12] words
[10] senatorcollins
[9] senatemajldr
[9] tell
[9] really
[9] something
[8] #mitchmcconnell
[8] voters

Top Words in Tweet in G8:
[25] #vra
[14] projectlincoln
[14] voting
[12] rights
[12] act
[11] gop
[9] pass
[8] senatemajldr
[7] until
[6] tweeting

Top Words in Tweet in G9:
[35] john
[35] lewis
[33] #vra
[31] mitch
[29] msactiviss
[29] thanks
[29] tribute
[29] name
[29] mcconnell
[29] reason

Top Words in Tweet in G10:
[29] #vra
[25] vrealizeauto
[21] automate
[21] vmwarevcf
[20] cloud
[18] #cloudfoundation
[17] #vrealize
[15] need
[14] sunny_dua
[12] installation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[803] john,lewis
[579] voting,rights
[555] rights,act
[484] mitch,mcconnell
[465] lewis,voting
[448] mcconnell,busy
[448] busy,filling
[448] filling,pockets
[448] pockets,pass
[448] pass,john

Top Word Pairs in Tweet in G1:
[521] voting,rights
[517] rights,act
[451] john,lewis
[442] mitch,mcconnell
[442] lewis,voting
[441] mcconnell,busy
[441] busy,filling
[441] filling,pockets
[441] pockets,pass
[441] pass,john

Top Word Pairs in Tweet in G2:
[211] little,bird
[211] bird,told
[211] told,morning
[211] morning,saw
[211] saw,private
[211] private,polling
[211] polling,shows
[211] shows,#georgia
[211] #georgia,toss
[211] toss,between

Top Word Pairs in Tweet in G3:
[217] john,lewis
[213] edmund,pettus
[212] pettus,kkk
[212] kkk,grand
[212] grand,dragon
[212] dragon,renaming
[212] renaming,john
[212] lewis,given
[212] given,legacy
[212] legacy,vra

Top Word Pairs in Tweet in G4:
[23] #vra,vra
[15] binance_dex,kucoincom
[13] #vra,verasitytech
[9] kucoincom,rjmark_verasity
[9] verasitytech,binance_dex
[8] verasitytech,vra
[8] bibeskafle1,verasitytech
[6] blockfolio,#vra
[6] buy,#vra
[6] verasitytech,first

Top Word Pairs in Tweet in G5:
[49] #仮想通貨,#vra
[49] #vra,bittrex高騰
[49] bittrex高騰,暴落
[49] 暴落,速報
[49] 速報,5分前価格と比較
[49] 5分前価格と比較,btc
[49] btc,vra
[35] 10,以上
[35] 以上,の変動
[35] の変動,アービトラージチャンス

Top Word Pairs in Tweet in G6:
[48] john,lewis
[46] dougjones,right
[46] right,honor
[46] honor,john
[46] lewis,need
[46] need,pass
[46] pass,bill
[46] bill,strengthen
[46] strengthen,#vra
[46] #vra,languishing

Top Word Pairs in Tweet in G7:
[12] pass,#vra
[8] senatorcollins,tell
[8] tell,#mitchmcconnell
[8] #mitchmcconnell,pass
[8] #vra,voters
[8] voters,rightact
[8] rightact,really
[8] really,something
[8] something,words
[8] words,cheap

Top Word Pairs in Tweet in G8:
[11] voting,rights
[11] rights,act
[5] tweeting,repeatedly
[5] pass,#vra
[4] projectlincoln,tweeting
[4] repeatedly,until
[4] until,everyone
[4] everyone,floods
[4] floods,inboxes
[4] inboxes,phone

Top Word Pairs in Tweet in G9:
[35] john,lewis
[29] thanks,tribute
[29] tribute,john
[29] lewis,name
[29] name,mitch
[29] mitch,mcconnell
[29] mcconnell,reason
[29] reason,#vra
[29] #vra,reinstated
[29] reinstated,corrupt

Top Word Pairs in Tweet in G10:
[14] sunny_dua,vmwarevcf
[12] automate,installation
[12] installation,telegraf
[12] telegraf,agent
[12] agent,used
[12] used,vrealizeops
[12] vrealizeops,application
[12] application,monitoring
[11] vrealizeauto,automate
[11] #vrealize,#cloudfoundation

Top Replied-To
Top Replied-To in Entire Graph:
@senatemajldr
@verasitytech
@davidgokhshtein
@vmwarevcf
@cryptomichnl
@diaryofamademan
@projectlincoln
@crypto_bitlord
@llluckyl
@thecryptodog

Top Replied-To in G1:
@senatemajldr
@astridtv1
@joyannreid
@drjasonjohnson
@senatedems
@mharrisperry
@eleanornorton

Top Replied-To in G2:
@rbreich

Top Replied-To in G3:
@stephreal6
@bryandawsonusa

Top Replied-To in G4:
@verasitytech
@davidgokhshtein
@diaryofamademan
@cryptomichnl
@josh_rager
@thecryptodog
@llluckyl
@rabih_saylami
@mr_happy1905
@scottmelker

Top Replied-To in G7:
@senatemajldr
@abc
@masonlaneoneil1
@lindseygrahamsc
@senatorcollins
@senatortimscott

Top Replied-To in G8:
@senatemajldr
@projectlincoln
@davidthomsen15
@voiceoverlady1
@sierraclub
@jwgop
@billkristol
@nicolergalloway
@sarcasty
@realdonaldtrump

Top Replied-To in G9:
@ericholder

Top Replied-To in G10:
@vmwarevcf
@vankit17

Top Mentioned
Top Mentioned in Entire Graph:
@mysterysolvent
@trinityresists
@joebiden
@reedgalen
@realdonald
@senatemajldr
@verasitytech
@dougjones
@dockimresists
@msactiviss

Top Mentioned in G1:
@mysterysolvent
@senatemajldr
@repjohnlewis
@joyannreid
@charvettebey
@rainmaki
@senategop
@barbiesayswhat
@johnsteen
@mayarcummings

Top Mentioned in G2:
@joebiden
@reedgalen
@realdonald
@mysterysolvent
@realdonaldtrump
@briankempga
@trinityresists
@jp_dutch
@rbreich

Top Mentioned in G3:
@trinityresists
@senatemajldr
@mysterysolvent
@stephreal6

Top Mentioned in G4:
@verasitytech
@kucoincom
@binance_dex
@bibeskafle1
@vrab_victims
@rjmark_verasity
@mr_happy1905
@blockfolio
@ivanradiohead
@dissatisfiedoge

Top Mentioned in G5:
@randhirchaubey

Top Mentioned in G6:
@dougjones
@dockimresists
@trinityresists
@mysterysolvent

Top Mentioned in G7:
@senatorcollins
@guptillanne
@lindseygrahamsc
@senatemajldr
@senthomtillis
@gop
@sencorygardner
@amymcgrathky
@theblackcaucus
@cobalttash

Top Mentioned in G8:
@projectlincoln
@gop
@mysterysolvent
@senatemajldr
@gtconway3d
@spk4whatsright
@bmlewis2
@ariberman
@rvat2020
@nancygower

Top Mentioned in G9:
@msactiviss
@s
@trinityresists
@senatemajldr
@dockimresists
@dougjones
@ericholder
@gayleking
@cbsthismorning

Top Mentioned in G10:
@vrealizeauto
@vmwarevcf
@sunny_dua
@vrealizeops
@awscloud
@vmwarensx
@virtualhobbit
@masteringvmware

Top Tweeters
Top Tweeters in Entire Graph:
@thepoliticalcat
@mharvey816
@iam__network
@netminnow
@paulstewartii
@shoq
@79topper
@gpwriter
@wellness4you13
@only4rm

Top Tweeters in G1:
@thepoliticalcat
@79topper
@gpwriter
@briangrnotabot
@jayoung1892
@joanpennnative
@upuouo
@jacquelinehine1
@tatzanx
@msjbe20a

Top Tweeters in G2:
@grannynannynews
@leslielee327
@sallyagale
@royaleight
@multijo1
@casablancaric
@jbax52
@ambiimoore
@lesliejoan58
@bwtibbitts

Top Tweeters in G3:
@gwydion620
@teakinrj
@boris3324
@straitarrow10
@upchuck66
@sooze555
@bethlevin
@steampelosi
@aliadair22
@tenajd

Top Tweeters in G4:
@cctip_io
@discordexsell
@carsperforming
@scottmelker
@coindesk
@cryptomichnl
@thecryptodog
@xrpnews_
@davidgokhshtein
@dirkgavel

Top Tweeters in G5:
@iam__network
@paulstewartii
@jfjabbo
@theladyarcher77
@aymanfadel
@el1421
@gayequalglobal
@rugcernie
@originlbookgirl
@mmm_bitcoin_mmm

Top Tweeters in G6:
@tbell1968
@twobaskets
@cherkalleck
@no2hitting
@magicmark9
@gailborges
@theswprincess
@debbiedoestwitt
@docpaddy
@style17strings

Top Tweeters in G7:
@cobalttash
@abc
@deepakkanungo
@susandanzig219
@cbsnews
@maggienyt
@guptillanne
@janiskreuz
@domonique6018
@dsandz15

Top Tweeters in G8:
@mharvey816
@bmlewis2
@deesbarbara
@1jasliz
@motherjones
@nancygower
@chimos5cad
@readeradrift
@jennycohn1
@sierraclub

Top Tweeters in G9:
@digyoursoul
@lfkraus
@msactiviss
@gnwayland
@sixpersistsblue
@cbsthismorning
@orsonjtrump
@jomareewade
@sylviab26189116
@sky_lee_1

Top Tweeters in G10:
@awscloud
@kix1979
@virtualhobbit
@vmwarensx
@virtualjad
@sunny_dua
@metehan3400
@borishuaman
@dcvmug
@rickwalsworth


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