cwaunion, Twitter, 6/11/2021 12:59:22 AM, 256652


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cwaunion_2021-06-10_17-57-15.xlsx
cwaunion_2021-06-10_17-57-15.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 11, 2021
Short Description:
cwaunion via NodeXL https://bit.ly/3vbDoiD
@cwaunion
@students4teri
@japamahatma
@stlhd100
@iue_cwaunion
@cliff_notes
@ortizee21ios08
@saymaysmith
@nelsonforwi
@hettyrosenstein

Top hashtags:
#1u
#hastaqueladignidadsehagacostumbre
#unionstrong
#unions
#cwaunion

Description:
Description
The graph represents a network of 393 Twitter users whose recent tweets contained "cwaunion", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 11 June 2021 at 00:57 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 7-minute period from Thursday, 03 June 2021 at 04:47 UTC to Thursday, 10 June 2021 at 20:55 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 : 393
Unique Edges : 895
Edges With Duplicates : 433
Total Edges : 1328
Number of Edge Types : 5
Retweet : 191
MentionsInRetweet : 625
Tweet : 24
Mentions : 426
Replies to : 62
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0236382322713258
Reciprocated Edge Ratio : 0.0461847389558233
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 382
Maximum Edges in a Connected Component : 1317
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.853179
Graph Density : 0.00646518149244431
Modularity : 0.554973
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 393 Twitter users whose recent tweets contained "cwaunion", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 11 June 2021 at 00:57 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 7-minute period from Thursday, 03 June 2021 at 04:47 UTC to Thursday, 10 June 2021 at 20:55 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 : TwitterSearch
Graph Term : cwaunion
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:
[13] https://drive.google.com/file/d/1l3Q2VmDfAysCRNNKVfyoa-2Qr_Im9NzE/view?usp=sharing
[13] https://twitter.com/LaborFightsBack/status/1390000737120395264
[8] https://twitter.com/aaaj_alc/status/1402703387473235970
[6] https://twitter.com/JoshRultNews/status/1402235452862648320
[5] https://nonprofitunionwins.glitch.me/
[5] https://www.youtube.com/watch?v=75k8NNO9q2E&feature=youtu.be

[5] https://unionjobs.com/listing.php?id=19191
[4] https://twitter.com/CWAUnion/status/1403047441230934019
[4] https://twitter.com/CWAUnion/status/1402293740430057478
[4] https://twitter.com/RichmondForAll/status/1400058307663085568

Top URLs in Tweet in G1:
[8] https://twitter.com/aaaj_alc/status/1402703387473235970
[5] https://nonprofitunionwins.glitch.me/
[3] https://actionnetwork.org/letters/new-york-times-stop-union-busting
[3] https://www.advancingjustice-alc.org/news_and_media/advancing-justice-asian-law-caucus-staff-and-management-finalize-their-first-union-contract/
[3] https://twitter.com/ALCunion/status/1402716954805248001
[2] https://act.newmode.net/action/take-action/tell-senate-end-filibuster-to-protect-our-democracy?sc=filibusterfriday_cwa
[2] https://cwa-union.org/news/cwa-sues-west-virginia-over-public-workers-rights
[2] https://twitter.com/DeFazio4Oregon/status/1398357779455234049
[2] https://www.mojwj.org/regionals/statewide/act-now-gov-parson-lies-turns-back-on-275000-missourians
[2] https://twitter.com/MOJwJ/status/591292091667456002

Top URLs in Tweet in G2:
[5] https://unionjobs.com/listing.php?id=19191
[1] https://unionjobs.com/listing.php?id=19197

Top URLs in Tweet in G3:
[2] https://actionnetwork.org/petitions/demand-that-opengate-capital-equity-firm-keep-good-union-jobs-in-wisconsin

Top URLs in Tweet in G4:
[5] https://www.youtube.com/watch?v=75k8NNO9q2E&feature=youtu.be

[1] https://twitter.com/GSEUatUB/status/1402777677455675395
[1] https://link.medium.com/0GTn6sz0Kgb

Top URLs in Tweet in G5:
[2] https://www.theguardian.com/us-news/2021/may/31/texas-democrats-late-night-walkout-republicans-restrict-voting-rights-bill-failure

Top URLs in Tweet in G7:
[2] https://www.telegram.com/story/opinion/2021/04/12/for-people-act-would-cloud-credibility-future-elections/7186797002/

Top URLs in Tweet in G9:
[6] https://twitter.com/JoshRultNews/status/1402235452862648320
[1] https://www.foxnews.com/politics/ocasio-cortez-black-lives-matter-queens-10-year-old-justin-wallace

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[30] 1u
[16] hastaqueladignidadsehagacostumbre
[11] unionstrong
[10] unions
[7] cwaunion
[6] proact
[6] unionjobs
[6] p2
[5] ohgov
[5] iape1096



Top Hashtags in Tweet in G1:
[3] unionstrong
[2] filibusterfriday
[2] proact
[2] tbt
[2] peopleoverpolitics
[2] momedicaid
[2] moleg
[1] passtheproact
[1] digitalequitynow
[1] ceoworkerpaygap

Top Hashtags in Tweet in G2:
[29] 1u
[6] unionjobs
[6] unions
[6] unionstrong
[6] p2
[6] cwaunion
[5] iape1096
[5] newsguild
[1] jwjnational
[1] wbng32035

Top Hashtags in Tweet in G3:
[2] unionstrong

Top Hashtags in Tweet in G6:
[16] hastaqueladignidadsehagacostumbre
[4] solidarity
[4] unions
[4] schoolsofdemocracy
[4] proact

Top Hashtags in Tweet in G7:
[1] bloomberg
[1] soros

Top Hashtags in Tweet in G9:
[5] ohgov

Top Words
Top Words in Tweet in Entire Graph:
[223] cwaunion
[82] union
[77] broadband
[49] local
[48] universal
[44] jobs
[40] solidarity
[39] more
[39] support
[36] need

Top Words in Tweet in G1:
[66] broadband
[60] cwaunion
[40] universal
[38] union
[23] workers
[22] infrastructure
[22] without
[21] competition
[20] failed
[20] deliver

Top Words in Tweet in G2:
[32] cwaunion
[31] newsguild
[29] #1u
[23] thank
[23] gblcboston
[23] metrobtc
[23] solidarity
[23] full
[23] ad
[23] expressing

Top Words in Tweet in G3:
[29] cwaunion
[29] wisaflcio
[25] local
[25] union
[25] jobs
[25] today
[25] janesville
[24] private
[23] equity
[23] firm

Top Words in Tweet in G4:
[9] cwaunion
[5] chant
[5] forward
[5] together
[5] one
[5] step
[5] back
[5] many
[5] electeds
[5] video

Top Words in Tweet in G5:
[11] organizetexas
[11] move_texas
[11] txcivilrights
[11] cwaunion
[10] work
[10] texas
[9] many
[9] more
[8] black
[8] voters

Top Words in Tweet in G6:
[21] cwaunion
[20] aflcio
[16] #hastaqueladignidadsehagacostumbre
[16] sanjuananotimex
[16] luisaalcalde
[16] m_olgascordero
[16] lopezobrador_
[16] oitmexico
[16] equipos
[16] _vicenteserrano

Top Words in Tweet in G7:
[7] peoplefor
[6] bradybuzz
[6] dfadcoalition
[6] cwaunion
[6] stopbigmoney
[5] aftunion
[4] senjeffmerkley
[4] splcaction
[4] amarch4ourlives
[4] sierraclub

Top Words in Tweet in G9:
[18] iue_cwaunion
[16] state
[12] nanwhaley
[10] endorsement
[7] support
[6] proud
[6] know
[6] together
[6] ll
[6] never

Top Words in Tweet in G10:
[8] janetma60044547
[8] govgregabbott
[8] fbidallas
[8] civilrights
[8] polaris_project
[8] dallascountydao
[8] tim_cook
[8] cwaunion
[8] jeffsessions_
[8] judgeclayj

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] universal,broadband
[28] cwaunion,wisaflcio
[26] failed,deliver
[26] deliver,universal
[26] bottom,line
[26] union,jobs
[24] private,equity
[24] equity,firm
[24] firm,shutting
[24] shutting,down

Top Word Pairs in Tweet in G1:
[40] universal,broadband
[20] broadband,infrastructure
[20] infrastructure,competition
[20] competition,failed
[20] failed,deliver
[20] deliver,universal
[20] broadband,bottom
[20] bottom,line
[20] line,without
[20] without,regulation

Top Word Pairs in Tweet in G2:
[23] thank,gblcboston
[23] gblcboston,metrobtc
[23] metrobtc,cwaunion
[23] cwaunion,solidarity
[23] solidarity,full
[23] full,ad
[23] ad,expressing
[23] expressing,support
[23] support,henrys
[23] henrys,bostonglobe

Top Word Pairs in Tweet in G3:
[27] cwaunion,wisaflcio
[25] union,jobs
[23] private,equity
[23] equity,firm
[23] firm,shutting
[23] shutting,down
[23] down,local
[23] local,furniture
[23] furniture,factory
[23] factory,sending

Top Word Pairs in Tweet in G4:
[5] chant,cwaunion
[5] cwaunion,forward
[5] forward,together
[5] together,one
[5] one,step
[5] step,back
[5] back,many
[5] many,electeds
[5] electeds,video
[5] video,supporting

Top Word Pairs in Tweet in G5:
[9] many,more
[8] black,voters
[8] voters,matter
[8] matter,fund
[8] fund,acknowledge
[8] acknowledge,work
[8] work,whole
[8] whole,texas
[8] texas,right
[8] right,vote

Top Word Pairs in Tweet in G6:
[16] #hastaqueladignidadsehagacostumbre,sanjuananotimex
[16] sanjuananotimex,luisaalcalde
[16] luisaalcalde,m_olgascordero
[16] m_olgascordero,lopezobrador_
[16] lopezobrador_,oitmexico
[16] oitmexico,cwaunion
[16] cwaunion,aflcio
[16] aflcio,equipos
[16] equipos,_vicenteserrano
[16] _vicenteserrano,lajornadaonline

Top Word Pairs in Tweet in G7:
[4] dfadcoalition,senjeffmerkley
[4] senjeffmerkley,splcaction
[4] splcaction,stopbigmoney
[4] stopbigmoney,amarch4ourlives
[4] bradybuzz,lcvoters
[4] lcvoters,cwaunion
[4] cwaunion,aftunion
[2] dfadcoalition,peoplefor
[2] amarch4ourlives,sierraclub
[2] sierraclub,bradybuzz

Top Word Pairs in Tweet in G9:
[6] proud,support
[6] support,iue_cwaunion
[6] iue_cwaunion,know
[6] know,together
[6] together,ll
[6] ll,never
[6] never,stop
[6] stop,fighting
[6] fighting,ohio
[6] ohio,state

Top Word Pairs in Tweet in G10:
[8] janetma60044547,govgregabbott
[8] govgregabbott,fbidallas
[8] fbidallas,civilrights
[8] civilrights,polaris_project
[8] polaris_project,dallascountydao
[8] dallascountydao,tim_cook
[8] tim_cook,cwaunion
[8] cwaunion,jeffsessions_
[8] jeffsessions_,judgeclayj
[8] judgeclayj,txcivilrights

Top Replied-To
Top Replied-To in Entire Graph:
@janetma60044547
@audubonforall
@cwaunion
@alcunion
@mkimsays
@peoplefor
@nanwhaley
@nelsonforwi
@markhughesfilms
@cwabobmaster

Top Replied-To in G1:
@audubonforall
@cwaunion
@alcunion
@mkimsays
@cwabobmaster
@squarepegdem
@theatlunion
@repjayapal

Top Replied-To in G2:
@shane_burley1

Top Replied-To in G3:
@nelsonforwi
@iue_cwaunion
@chrisjlarson

Top Replied-To in G4:
@cwaunion

Top Replied-To in G5:
@mjmudd

Top Replied-To in G6:
@flyingwithsara

Top Replied-To in G7:
@peoplefor
@bradybuzz
@team_enough

Top Replied-To in G8:
@organizetexas

Top Replied-To in G9:
@nanwhaley

Top Replied-To in G10:
@janetma60044547

Top Mentioned
Top Mentioned in Entire Graph:
@cwaunion
@newsguild
@wisaflcio
@aflcio
@gblcboston
@metrobtc
@bostonglobe
@txcivilrights
@iue_cwaunion
@sanjuananotimex

Top Mentioned in G1:
@cwaunion
@aaaj_alc
@audubonsociety
@drelizabethgray
@alcunion
@generalelectric
@govparsonmo
@nsccnews
@gseuatub
@theatlantic

Top Mentioned in G2:
@cwaunion
@newsguild
@gblcboston
@metrobtc
@bostonglobe
@iape1096
@paythewriter
@iwwfju
@fsp_nwu
@jwjnational

Top Mentioned in G3:
@cwaunion
@wisaflcio

Top Mentioned in G4:
@cwaunion
@philmurphynj
@ltgovoliver
@youtube
@32bjseiu
@cwadistrict1
@nynurses
@distcouncil37
@nyhtc
@gseuatub

Top Mentioned in G5:
@organizetexas
@move_texas
@txcivilrights
@cwaunion
@naacp
@blackvotersmtr
@aclutx
@seiutx
@jaketapper
@ccausetexas

Top Mentioned in G6:
@cwaunion
@aflcio
@sanjuananotimex
@luisaalcalde
@m_olgascordero
@lopezobrador_
@oitmexico
@_vicenteserrano
@lajornadaonline

Top Mentioned in G7:
@dfadcoalition
@cwaunion
@stopbigmoney
@aftunion
@bradybuzz
@senjeffmerkley
@splcaction
@amarch4ourlives
@sierraclub
@lcvoters

Top Mentioned in G8:
@tfnpac
@saalocal67
@saisdstudentco
@sanantoniodsa
@txwfp
@texasyouthpac
@somossunrise
@stonewalldemssa
@cwaunion
@unitehere

Top Mentioned in G9:
@iue_cwaunion
@nanwhaley
@oapse4
@spectrumnews1oh
@cwaunion
@wisaflcio

Top Mentioned in G10:
@govgregabbott
@fbidallas
@civilrights
@polaris_project
@dallascountydao
@tim_cook
@cwaunion
@judgeclayj
@txcivilrights

Top Tweeters
Top Tweeters in Entire Graph:
@rjber15
@raybeckerman
@rolandsmartin
@tmobile
@kimpy123
@kals55
@bostonglobe
@japamahatma
@rachel_maria65
@annie5133

Top Tweeters in G1:
@rjber15
@soccerreform
@sprbrighting
@theatlantic
@birder_katie
@dumpbloatus
@squarepegdem
@veerletakino
@red_ocelot
@morganwick

Top Tweeters in G2:
@bostonglobe
@tom_nba
@jwjnational
@red_town_carl
@kevinmflanagan
@unionjob
@bytimlogan
@shane_burley1
@knitandlisten
@janellenanos

Top Tweeters in G3:
@kimpy123
@kals55
@rachel_maria65
@annie5133
@wipapa5
@suki3hunna
@kevinkresse
@sallycat_33
@moalice46
@randyfraz

Top Tweeters in G4:
@catfitz
@kbscribe
@32bjseiu
@barryckushnir
@youtube
@distcouncil37
@nynurses
@cwadistrict1
@keithpowersnyc
@hettyrosenstein

Top Tweeters in G5:
@jaketapper
@chrisatchs
@mystics_blues
@bigharb06
@gpreudhommejr
@garden_ent
@naacp
@jfrsonmuabd
@aclutx
@mjmudd

Top Tweeters in G6:
@harveyjkaye
@lajornadaonline
@_vicenteserrano
@aflcio
@luisghernan
@nomikikonst
@cenozoica
@always_ike
@politicrazies
@4lbert0

Top Tweeters in G7:
@rolandsmartin
@dianabardsley
@sierraclub
@aftunion
@lcvoters
@peoplefor
@omegaglory1791
@bella_dalacio
@bradybuzz
@stopbigmoney

Top Tweeters in G8:
@afscme
@unitehere
@diegobernaltx
@castrocountry
@berniesanders
@juliancastro
@texasaflcio
@commishjrod
@stonewalldemssa
@sanantoniodsa

Top Tweeters in G9:
@stlhd100
@egeogh
@bythesea66
@gkjill
@skel531
@brianrhester
@spectrumnews1oh
@joshrultnews
@linzeeslife
@nanwhaley

Top Tweeters in G10:
@japamahatma
@polaris_project
@judgeclayj
@speakerpelosi
@janetma60044547
@michaelavenatti
@cia
@fbilittlerock
@robertmueller
@fbidallas