#vra, Twitter, 12/24/2019 4:36:52 PM, 219516


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#vra_2019-12-24_07-41-57.xlsx
#vra_2019-12-24_07-41-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2019
Short Description:
#vra via NodeXL http://bit.ly/2Sn7BeR
@garyraybetz
@dclemdeborah
@verasitytech
@bitcoin_brown
@llluckyl
@ronbrownstein
@senatemajldr
@kucoincom
@julia_doughty
@deanrd15559947

Top hashtags:
#vra
#xmas
#vrab
#vmware
#vexpert
#hr1
#btc
#bitcoin
#forthepeople

Description:
Description
The graph represents a network of 755 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, 24 December 2019 at 15:42 UTC.

The requested start date was Tuesday, 24 December 2019 at 01:01 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, 21-hour, 9-minute period from Tuesday, 10 December 2019 at 01:26 UTC to Monday, 23 December 2019 at 22:36 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 : 755
Unique Edges : 856
Edges With Duplicates : 183
Total Edges : 1039
Number of Edge Types : 4
MentionsInRetweet : 711
Replies to : 40
Mentions : 184
Tweet : 104
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.0117924528301887
Reciprocated Edge Ratio : 0.0233100233100233
Connected Components : 78
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 281
Maximum Edges in a Connected Component : 331
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.663246
Graph Density : 0.00150719342315597
Modularity : 0.731087
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 755 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, 24 December 2019 at 15:42 UTC.

The requested start date was Tuesday, 24 December 2019 at 01:01 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, 21-hour, 9-minute period from Tuesday, 10 December 2019 at 01:26 UTC to Monday, 23 December 2019 at 22:36 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] https://www.scottishvmug.com/integrating-infoblox-into-vra-cloud/
[5] https://www.robert-jensen.dk/2019/12/how-to-show-value-of-automation.html
[5] https://masteringvmware.com/vrealize-automation-lab-setup/
[3] https://www.xtravirt.com/cloud-insiders/vmware-vrealize-automation-8/
[3] http://vupti.createdacard.me/card/8M9T1pE
[2] https://twitter.com/verasitytech/status/1208796286557806592
[2] https://twitter.com/LLLuckyL/status/1207681785192230912
[2] https://toutfilm.com/kourtney-kardashian-vraiment-decidee-a-quitter-kuwtk-la-photo-qui-fait-le-buzz-sur-la-toile/?feed_id=88861&_unique_id=5dfe282e4eb71
[2] https://twitter.com/antoine_hlt/status/1206201704036945921
[2] https://garyflynn.com/technology/vmware/which-version-of-vra-to-deploy/

Top URLs in Tweet in G1:
[1] http://nymag.com/intelligencer/2019/12/georgia-voter-suppression-under-kemp.html

Top URLs in Tweet in G2:
[1] https://twitter.com/kucoincom/status/1207962037852106753
[1] https://twitter.com/llluckyl/status/1208868322881740807
[1] https://twitter.com/LLLuckyL/status/1207681785192230912
[1] https://twitter.com/LLLuckyL/status/1208868322881740807
[1] https://twitter.com/GalacCuriosity/status/1208380892722405377
[1] https://twitter.com/Br0wnmoose/status/1208103595054424065

Top URLs in Tweet in G3:
[1] https://twitter.com/LLLuckyL/status/1208157882283446272

Top URLs in Tweet in G4:
[2] https://toutfilm.com/kourtney-kardashian-vraiment-decidee-a-quitter-kuwtk-la-photo-qui-fait-le-buzz-sur-la-toile/?feed_id=88861&_unique_id=5dfe282e4eb71
[1] https://www.afrik21.africa/en/ghana-50-mwp-solar-park-combined-with-pwalugu-hydroelectric-power-plant/
[1] https://twitter.com/essenviews/status/1204626143300599808
[1] https://twitter.com/BreeNewsome/status/1204834701808156675
[1] https://www.businesswire.com/news/home/20191206005450/en/Quaker-Lobby-Hails-House-Passage-Voting-Rights
[1] https://twitter.com/vRealizeAuto/status/1204777889641762822
[1] https://twitter.com/redtraccoon/status/1204958982156292096
[1] https://twitter.com/RepSchrader/status/1203007328695529474
[1] https://twitter.com/djrothkopf/status/1205335827741630464
[1] https://twitter.com/srl/status/1205572872938373120

Top URLs in Tweet in G5:
[3] https://www.xtravirt.com/cloud-insiders/vmware-vrealize-automation-8/
[3] http://vupti.createdacard.me/card/8M9T1pE
[2] https://vra4u.com/
[2] https://twitter.com/antoine_hlt/status/1206201704036945921
[2] https://garyflynn.com/technology/vmware/which-version-of-vra-to-deploy/
[1] http://r.socialstudio.radian6.com/43e0b0e6-eef9-4bb7-9695-6df272e3dc8b
[1] http://r.socialstudio.radian6.com/e748c5dd-502a-42bb-bac1-6ec9cd3bcfda
[1] http://r.socialstudio.radian6.com/a42c118b-19b7-4a52-bbb0-bbd41d440734
[1] http://r.socialstudio.radian6.com/74fc482b-d200-48e4-a95b-930d187075ca
[1] http://r.socialstudio.radian6.com/d0fb3409-8cfb-4841-86f0-e950aa33b51a

Top URLs in Tweet in G7:
[1] https://www.ajc.com/news/state--regional-govt--politics/precinct-closures-harm-voter-turnout-georgia-ajc-analysis-finds/11sVcLyQCHuQRC8qtZ6lYP/

Top URLs in Tweet in G8:
[1] https://www.theatlantic.com/politics/archive/2019/12/impeachment-prescription-drugs-usmca/603520/?utm_source=twitter&utm_medium=social&utm_campaign=share

Top URLs in Tweet in G9:
[1] https://twitter.com/Greg_Palast/status/1182744561203834880
[1] https://medium.com/@marceelias/voting-rights-are-on-the-ballot-in-2020-37777f4ac976?source=friends_link&sk=fa50df0d1f6548beb0242313e6b430d5

Top URLs in Tweet in G10:
[1] https://www.politico.com/news/2019/12/06/house-passes-voting-rights-package-077112

Top Domains
Top Domains in Tweet in Entire Graph:
[41] twitter.com
[8] radian6.com
[7] dy.si
[7] masteringvmware.com
[6] scottishvmug.com
[5] robert-jensen.dk
[3] xtravirt.com
[3] createdacard.me
[2] toutfilm.com
[2] wordpress.com

Top Domains in Tweet in G1:
[1] nymag.com

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

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

Top Domains in Tweet in G4:
[14] twitter.com
[7] dy.si
[2] wordpress.com
[2] toutfilm.com
[1] afrik21.africa
[1] businesswire.com
[1] marketbeat.com
[1] henry.com
[1] radian6.com

Top Domains in Tweet in G5:
[7] radian6.com
[3] xtravirt.com
[3] createdacard.me
[2] vra4u.com
[2] twitter.com
[2] garyflynn.com

Top Domains in Tweet in G7:
[1] ajc.com

Top Domains in Tweet in G8:
[1] theatlantic.com

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

Top Domains in Tweet in G10:
[1] politico.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[290] vra
[66] xmas
[35] vrab
[28] vmware
[25] vexpert
[24] hr1
[15] btc
[15] bitcoin
[13] forthepeople
[13] verasitygiveaway



Top Hashtags in Tweet in G1:
[1] georgia
[1] gapol
[1] vra

Top Hashtags in Tweet in G2:
[53] vra
[27] vrab
[15] bitcoin
[15] btc
[13] verasitygiveaway
[11] blockchain
[11] bnb
[7] cryptocurrency
[6] verasity
[6] video

Top Hashtags in Tweet in G3:
[61] xmas
[6] vra
[2] verasity
[2] cryptotwitter
[2] crypto
[2] cryptochristmas
[1] kucoin

Top Hashtags in Tweet in G4:
[53] vra
[13] ustpubsafe
[8] vexpert
[7] vmware
[4] adsb
[3] verasity
[3] aboveboonville
[2] voting
[2] scotus
[2] gop

Top Hashtags in Tweet in G5:
[43] vra
[6] loginsight
[6] cloud
[6] vro
[4] didyouknow
[3] vmware
[3] vcommunity
[2] automation
[2] vra8
[2] xtravirt

Top Hashtags in Tweet in G6:
[8] vra

Top Hashtags in Tweet in G7:
[26] vra

Top Hashtags in Tweet in G8:
[24] hr1
[1] dreamers
[1] vra
[1] climate
[1] guncontrol

Top Hashtags in Tweet in G9:
[4] vra
[1] gerrymandering
[1] election2020

Top Hashtags in Tweet in G10:
[12] forthepeople
[2] vra
[1] defendourdemocracy
[1] hr4

Top Words
Top Words in Tweet in Entire Graph:
[356] Words in Sentiment List#1: Positive
[524] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[15938] Non-categorized Words
[16818] Total Words
[290] #vra
[277] state
[255] republican
[252] election
[250] white

Top Words in Tweet in G1:
[245] white
[245] supremacist
[245] republican
[245] brian
[245] kemp
[245] secretary
[245] state
[245] stole
[245] gubernatorial
[245] election

Top Words in Tweet in G2:
[53] #vra
[44] verasitytech
[37] vra
[27] #vrab
[24] btc
[22] vrab
[17] rjmark_verasity
[15] #bitcoin
[15] #btc
[14] afoeapple

Top Words in Tweet in G3:
[65] vra
[64] bitcoin_brown
[63] llluckyl
[62] 20k
[62] deposit
[61] big
[61] #xmas
[61] giveaway
[61] 4m
[61] split

Top Words in Tweet in G4:
[53] #vra
[13] #ustpubsafe
[10] vra
[8] #vexpert
[7] #vmware
[7] automation
[5] way
[5] along
[5] ft
[5] officers

Top Words in Tweet in G5:
[43] #vra
[33] vrealizeauto
[14] cloud
[14] automation
[13] deliver
[11] console
[11] manage
[10] vmwarevsphere
[10] used
[10] listen

Top Words in Tweet in G6:
[38] gold
[36] kherriage
[23] buy
[19] single
[18] haters
[18] financial
[18] illiterates
[18] ounce
[18] exactly
[18] 1913

Top Words in Tweet in G7:
[26] clear
[26] cut
[26] example
[26] voter
[26] suppression
[26] scotus
[26] invalidated
[26] #vra
[26] provision
[26] state

Top Words in Tweet in G8:
[24] senatemajldr
[24] buried
[24] house
[24] voted
[24] #hr1
[24] political
[24] reform
[24] prescription
[24] drug
[24] price

Top Words in Tweet in G9:
[17] republicans
[15] court
[14] marceelias
[14] voted
[14] against
[14] reauthorizing
[14] voting
[14] rights
[14] act
[14] last

Top Words in Tweet in G10:
[14] speaker
[14] pelosi
[13] house
[12] friendsofnancyp
[12] today
[12] democrats
[12] delivered
[12] huge
[12] promise
[12] #forthepeople

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[248] white,supremacist
[248] supremacist,republican
[248] republican,brian
[248] brian,kemp
[248] kemp,secretary
[248] secretary,state
[248] state,stole
[248] stole,gubernatorial
[248] gubernatorial,election
[248] election,stacey

Top Word Pairs in Tweet in G1:
[245] white,supremacist
[245] supremacist,republican
[245] republican,brian
[245] brian,kemp
[245] kemp,secretary
[245] secretary,state
[245] state,stole
[245] stole,gubernatorial
[245] gubernatorial,election
[245] election,stacey

Top Word Pairs in Tweet in G2:
[24] #vra,#vrab
[13] #vra,vrab
[12] verasitytech,rjmark_verasity
[11] #blockchain,#bitcoin
[11] use,case
[9] #btc,btc
[9] world,use
[9] case,gem
[7] big,announcements
[7] announcements,coming

Top Word Pairs in Tweet in G3:
[61] big,#xmas
[61] #xmas,giveaway
[61] giveaway,4m
[61] 4m,vra
[61] vra,split
[61] split,between
[61] between,200
[61] 200,followers
[61] followers,20k
[61] 20k,each

Top Word Pairs in Tweet in G4:
[13] #vra,#ustpubsafe
[6] #vmware,#vexpert
[5] vcloud,automation
[5] automation,university
[5] university,vra
[5] #vra,#vmware
[4] #vra,varadero
[3] virtual,ride
[3] ride,along
[3] vra,component

Top Word Pairs in Tweet in G5:
[13] #vra,cloud
[8] cloud,assembly
[8] vmware,vrealize
[7] blueprinting,engine
[7] engine,#vra
[7] assembly,module
[7] module,used
[7] used,consistently
[7] consistently,deliver
[7] deliver,vms

Top Word Pairs in Tweet in G6:
[18] haters,gold
[18] gold,financial
[18] financial,illiterates
[18] illiterates,single
[18] single,ounce
[18] ounce,gold
[18] gold,buy
[18] buy,exactly
[18] exactly,1913
[17] kherriage,haters

Top Word Pairs in Tweet in G7:
[26] clear,cut
[26] cut,example
[26] example,voter
[26] voter,suppression
[26] suppression,scotus
[26] scotus,invalidated
[26] invalidated,#vra
[26] #vra,provision
[26] provision,state
[26] state,georgia

Top Word Pairs in Tweet in G8:
[24] senatemajldr,buried
[24] buried,house
[24] house,voted
[24] voted,#hr1
[24] #hr1,political
[24] political,reform
[24] reform,prescription
[24] prescription,drug
[24] drug,price
[24] price,cuts

Top Word Pairs in Tweet in G9:
[14] republicans,voted
[14] voted,against
[14] against,reauthorizing
[14] reauthorizing,voting
[14] voting,rights
[14] rights,act
[14] act,last
[14] last,week
[14] week,part
[14] part,supreme

Top Word Pairs in Tweet in G10:
[12] today,speaker
[12] speaker,pelosi
[12] pelosi,house
[12] house,democrats
[12] democrats,delivered
[12] delivered,huge
[12] huge,promise
[12] promise,#forthepeople
[12] #forthepeople,agenda
[12] agenda,won

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@garyraybetz
@bitcoin_brown
@llluckyl
@kherriage
@verasitytech
@vrealizeauto
@allontheline
@senatemajldr
@ronbrownstein
@kucoincom

Top Mentioned in G1:
@garyraybetz

Top Mentioned in G2:
@verasitytech
@afoeapple
@cryptoballer41
@rjmark_verasity
@cz_binance
@kucoincom
@bitcoin_brown
@llluckyl
@fazalsh29186327
@mrartlover

Top Mentioned in G3:
@llluckyl
@bitcoin_brown
@kucoincom
@cryptothingies
@cryptoep

Top Mentioned in G5:
@vrealizeauto
@vmwarevsphere
@vmware
@vrealizeops
@xtravirt
@antoine_hlt
@sam_perrin
@vmwarevsan
@josecavalheri
@cloudinsiders

Top Mentioned in G6:
@kherriage

Top Mentioned in G7:
@allontheline
@ajc

Top Mentioned in G8:
@senatemajldr
@ronbrownstein
@garyraybetz

Top Mentioned in G9:
@marceelias
@only4rm
@staceyabrams
@andrewgillum
@ericholder

Top Mentioned in G10:
@friendsofnancyp

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@consumerfeed
@mharvey816
@padakitty
@cheezwitham
@b1e56df9ce6549f
@only4rm
@79topper
@tadrow
@nembotavy_0101

Top Tweeters in G1:
@cheezwitham
@b1e56df9ce6549f
@79topper
@dawnarickelz
@tallyannae
@cmarpa
@shipintheknight
@debsomewhere
@aquarius1049
@henrygalvin88

Top Tweeters in G2:
@a_y977
@kylemacleanx
@gregdc68
@ryinspace
@maxmad19701
@riverish333
@jbthecryptoking
@cz_binance
@kucoincom
@binance

Top Tweeters in G3:
@ejioforkel
@slzysavage
@billyhope0
@pruzmani
@cokiyilaflar
@bitcoin_brown
@llluckyl
@buyholo
@endtimeprophet2
@hgerbal

Top Tweeters in G4:
@consumerfeed
@aymanfadel
@kenwarnock
@genetic_warrior
@misslori
@edfischman
@julipeno
@above_boonville
@lotfitovic
@darianeal1881

Top Tweeters in G5:
@vmware
@alexandroprado
@vmwarevsan
@kcdautomate
@vtwindude
@batuhandemirdal
@vmwarevsphere
@saglik_erkan
@vrealizeops
@matthiaseisner

Top Tweeters in G6:
@rocknrollcabbie
@mindfulhorse
@mvkevinb
@kherriage
@flyrusr
@jarhead_trader
@spidey2345
@hopefulseekr
@bikemike48
@lapartisane

Top Tweeters in G7:
@tadrow
@ajc
@tenej_jenet
@1jasliz
@lesliejoan58
@juliebhunt
@laurietmiller
@pxbern
@postofficetruth
@deb_lavoy

Top Tweeters in G8:
@nembotavy_0101
@briangrnotabot
@mdteresa
@johnoeffinger75
@akakander
@dclemdeborah
@bnataro
@anniewest
@outsidernyc
@gstowers835

Top Tweeters in G9:
@only4rm
@jax6655
@carmenr1carmen
@sammysettanni
@murjanian
@jo_kwanghee_07
@spicytricia
@jk67joan
@chrisjlmcdonald
@tweetogram

Top Tweeters in G10:
@cindycrum
@jmalco
@tnindy09
@annekepplinger
@sueg907
@lisbethfarnum1
@amriana
@rstu1
@luciabw15
@spiral166


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