aftunion, Twitter, 6/11/2021 12:34:17 AM, 256649


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aftunion_2021-06-10_17-23-42.xlsx
aftunion_2021-06-10_17-23-42.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 11, 2021
Short Description:
aftunion via NodeXL https://bit.ly/3ixyHwR
@aftunion
@rweingarten
@eunicee62945638
@heerak4congress
@prim91897829
@naytoet
@midwest_girl123
@aftct
@cincyrockstar
@soylentbeige

Top hashtags:
#myanmar
#burma
#edchat
#forthepeopleact
#distancelearning
#teach21

Description:
Description
The graph represents a network of 1,763 Twitter users whose recent tweets contained "aftunion", 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 00:29 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 22-minute period from Wednesday, 02 June 2021 at 18:37 UTC to Friday, 11 June 2021 at 00:00 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 : 1763
Unique Edges : 5105
Edges With Duplicates : 2820
Total Edges : 7925
Number of Edge Types : 5
Retweet : 1311
MentionsInRetweet : 3474
Replies to : 441
Mentions : 2597
Tweet : 102
Self-Loops : 110
Reciprocated Vertex Pair Ratio : 0.0433531210649397
Reciprocated Edge Ratio : 0.0831034482758621
Connected Components : 22
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 1732
Maximum Edges in a Connected Component : 7896
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.564469
Graph Density : 0.00186710945059983
Modularity : 0.445158
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,763 Twitter users whose recent tweets contained "aftunion", 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 00:29 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 22-minute period from Wednesday, 02 June 2021 at 18:37 UTC to Friday, 11 June 2021 at 00:00 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 : TwitterSearch
Graph Term : aftunion
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:
[149] https://twitter.com/javiersteven746/status/1401034856755204096
[72] https://www.aft.org/education/aft-teach
[57] https://www.aft.org/ae/summer2021/willingham?fbclid=IwAR0aN1YJaJnxM6lExqDD_Rji6RH5wZa8fPDoFQCoS0_dyClfRJzYEzCiQyw
[37] https://sharemylesson.com/collections/pride-month
[34] https://zoom.us/webinar/register/WN_aoj77CpQQkuttUF-vzlfow
[31] https://www.aft.org/teach
[29] https://www.aft.org/renaissance
[20] https://www.aft.org/coronavirus/memoriam
[15] https://www.sfchronicle.com/education/article/After-S-F-teachers-union-vote-to-support-Israel-16223467.php
[14] https://sharemylesson.com/todays-news-tomorrows-lesson/tulsa-massacre

Top URLs in Tweet in G1:
[57] https://www.aft.org/ae/summer2021/willingham?fbclid=IwAR0aN1YJaJnxM6lExqDD_Rji6RH5wZa8fPDoFQCoS0_dyClfRJzYEzCiQyw
[20] https://www.aft.org/coronavirus/memoriam
[13] https://www.aft.org/renaissance
[10] https://twitter.com/AFTunion/status/1400754203652407298
[6] https://kappanonline.org/bodenheimer-no-aft-head-randi-weingarten-isnt-a-school-reopening-champion-russo/
[6] https://www.legacy.com/us/obituaries/jsonline/name/leonard-mcghee-obituary?n=leonard-mcghee&pid=196025361&fhid=12987
[6] https://www.linkedin.com/in/leonard-mcghee-13187345/
[6] https://actionnetwork.org/forms/end-gun-violence?source=twitter&
[5] https://www.nbcnews.com/now/video/infrastructure-debate-highlights-conditions-of-schools-in-low-income-neighborhoods-114224197907
[5] https://twitter.com/rweingarten/status/1400816418745159691

Top URLs in Tweet in G2:
[68] https://www.aft.org/education/aft-teach
[31] https://sharemylesson.com/collections/pride-month
[27] https://www.aft.org/teach
[13] https://sharemylesson.com/todays-news-tomorrows-lesson/tulsa-massacre
[11] https://boston.cbslocal.com/?p=1139484
[11] https://aftelearning.org/sea2021
[10] https://www.aft.org/renaissance
[9] https://sharemylesson.com/blog/hopscotch-history-juneteenth-flag
[8] https://the1a.org/segments/critical-race-theory-school/
[7] https://aft.org/ae/summer2021/Hammond

Top URLs in Tweet in G3:
[149] https://twitter.com/javiersteven746/status/1401034856755204096
[2] https://m.facebook.com/story.php?story_fbid=4120653814669019&id=100001733225416
[2] https://peteramunga.com/2021/05/31/if-teachers-were-to-vote-sossion-will-win-at-8-am-the-delegate-system-is-open-to-abuse-corruption-and-tribalism/
[1] https://zoom.us/webinar/register/WN_aoj77CpQQkuttUF-vzlfow
[1] https://www.heritage.org/progressivism/event/virtual-critical-race-theory-the-fault-lines-social-justice
[1] https://peteramunga.com/2021/06/07/oyuu-and-otieno-cannot-change-anything-for-teachers-they-are-part-of-the-problem/
[1] https://twitter.com/ThuThuHan2573/status/1401098197074862082
[1] https://twitter.com/MayWongCNA/status/1401100825548623872?s=19
[1] https://twitter.com/pyaezone/status/1401062518273888257?s=19

Top URLs in Tweet in G4:
[33] https://zoom.us/webinar/register/WN_aoj77CpQQkuttUF-vzlfow
[6] https://thehill.com/business-a-lobbying/556856-top-teachers-union-launches-seven-figure-ad-buy-backing-school-reopening
[6] https://yale.zoom.us/meeting/register/tJYrde-hqT0tE9bSsOlLYuGYCWCbZrvLVuH_
[4] https://www.courant.com/opinion/letters/hc-le-merged-letters-5-8-21-20210508-trpb2ud2yzaz7g5s4ugaljv3fm-story.html
[3] https://actionnetwork.org/letters/support-pandemic-hazard-pay-for-essential-workers-2
[3] https://www.newhavenindependent.org/index.php/archives/entry/nha_african_american_lit_class
[3] https://ctmirror.org/category/ct-viewpoints/essential-workers-protected-us-now-its-time-we-stand-up-for-them-2/
[3] https://www.theday.com/article/20210519/NWS01/210519357
[2] https://twitter.com/AFTunion/status/1402638684466335757
[2] https://issuu.com/aftconn/docs/inside_aft_ct_jun_21_enl

Top URLs in Tweet in G5:
[15] https://www.sfchronicle.com/education/article/After-S-F-teachers-union-vote-to-support-Israel-16223467.php
[5] https://www.miamiherald.com/news/politics-government/state-politics/article251909718.html
[3] http://www.mytowntutors.com/jokes-for-the-last-day-of-school/
[2] https://www.aft.org/renaissance
[2] https://www.lifechangeroftheyear.com/teachertalk/focusonsel
[1] https://chicago.suntimes.com/2021/6/6/22518787/cps-federal-funds-mental-health-students-covid-doctor-letters
[1] https://www.facebook.com/ctulocal1/videos/1118524971971351/
[1] https://www.ctulocal1.org/posts/urban-prep-educators-win-agreement-with-management-ending-two-day-strike/
[1] https://www.aft.org/education/aft-teach
[1] https://twitter.com/RedState/status/1402629279846969345

Top URLs in Tweet in G6:
[2] https://www.telegram.com/story/opinion/2021/04/12/for-people-act-would-cloud-credibility-future-elections/7186797002/
[1] https://twitter.com/edokonrad/status/1402331315614228490
[1] https://www.mobilize.us/s/uv5yfV/a
[1] https://fb.me/e/1HkZvI1VA

Top URLs in Tweet in G7:
[8] https://www.ctulocal1.org/posts/urban-prep-educators-win-agreement-with-management-ending-two-day-strike/
[5] https://www.ift-aft.org/post/ift-and-education-organizations-call-on-the-state-board-of-education-to-stop-vote-on-testing
[5] https://unionjobs.com/listing.php?id=19237
[4] https://www.chicagotribune.com/news/breaking/ct-chicago-teachers-strike-urban-prep-charter-school-20210607-hn2hghrqmjdbzgdwfudu6mspqa-story.html#nt=pf-double%20chain~top-news-duplicate~flex%20feature~curated~urban-prep-mon-330p~HN2HGHRQMJDBZGDWFUDU6MSPQA~1~1~2~4~art%20yes
[3] https://www.ift-aft.org/post/latin-school-educators-vote-to-join-ift
[3] https://www.freep.com/story/news/local/michigan/2021/06/02/mi-gop-banish-critical-race-theory-dpscd/7422610002/
[3] https://www.wvgazettemail.com/opinion/columnists/ben-fields-defending-manchin-up-to-the-point-you-cant-opinion/article_27be8b21-be58-5555-aa9a-ae2e873cc347.html
[2] https://www.aft.org/renaissance
[2] https://www.chicagotribune.com/news/breaking/ct-chicago-schools-urban-prep-teachers-strike-ends-20210609-toxprpjxtjcfrcn4bv7mbi4deq-story.html#nt=pf-double%20chain~top-news-chain-2~recommender~automated~more-news-rec-2~TOXPRPJXTJCFRCN4BV7MBI4DEQ~2~6~5~7~art%20no
[2] https://www.stltoday.com/opinion/mailbag/letter-failure-of-education-reforms-is-win-for-public-schools/article_c852f8f5-85f0-527f-a02f-da849e8cfe58.html

Top URLs in Tweet in G8:
[6] https://www.cnn.com/2021/06/02/politics/anheuser-busch-white-house-vaccinations-beer/index.html
[1] https://twitter.com/AFTunion/status/1402638684466335757
[1] https://twitter.com/kenroth/status/1401379001655042061

Top URLs in Tweet in G9:
[2] https://www.medpagetoday.com/infectiousdisease/covid19/92925
[1] https://oraflcio.org/arpa
[1] https://twitter.com/muellershewrote/status/1402782574603161601
[1] https://twitter.com/CBSNews/status/1402737316746219525
[1] https://twitter.com/FBI/status/1361413737215717378

Top URLs in Tweet in G10:
[1] https://progressive.org/op-eds/schools-build-communities-mohler-210602/#.YLfk3OEiVo4.twitter
[1] https://progressive.org/op-eds/schools-build-communities-mohler-210602/

Top Domains
Top Domains in Tweet in Entire Graph:
[380] twitter.com
[280] aft.org
[167] sharemylesson.com
[42] zoom.us
[32] actionnetwork.org
[25] freebeacon.com
[19] facebook.com
[18] progressive.org
[15] ctulocal1.org
[15] cbslocal.com

Top Domains in Tweet in G1:
[134] aft.org
[56] twitter.com
[20] actionnetwork.org
[14] facebook.com
[9] sharemylesson.com
[9] legacy.com
[8] kappanonline.org
[6] medium.com
[6] linkedin.com
[5] nbcnews.com

Top Domains in Tweet in G2:
[148] sharemylesson.com
[137] aft.org
[92] twitter.com
[14] cbslocal.com
[13] progressive.org
[11] aftelearning.org
[8] the1a.org
[7] actionnetwork.org
[7] texasaft.org
[7] youtube.com

Top Domains in Tweet in G3:
[152] twitter.com
[3] peteramunga.com
[2] facebook.com
[1] zoom.us
[1] heritage.org

Top Domains in Tweet in G4:
[39] zoom.us
[6] thehill.com
[5] courant.com
[3] actionnetwork.org
[3] newhavenindependent.org
[3] ctmirror.org
[3] theday.com
[2] aft.org
[2] twitter.com
[2] issuu.com

Top Domains in Tweet in G5:
[15] sfchronicle.com
[5] miamiherald.com
[4] twitter.com
[3] aft.org
[3] mytowntutors.com
[2] lifechangeroftheyear.com
[1] suntimes.com
[1] facebook.com
[1] ctulocal1.org
[1] squarespace.com

Top Domains in Tweet in G6:
[2] telegram.com
[1] twitter.com
[1] mobilize.us
[1] fb.me

Top Domains in Tweet in G7:
[8] ift-aft.org
[8] ctulocal1.org
[7] unionjobs.com
[6] chicagotribune.com
[3] freep.com
[3] twitter.com
[3] aft.org
[3] wvgazettemail.com
[2] sharemylesson.com
[2] suntimes.com

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

Top Domains in Tweet in G9:
[3] twitter.com
[2] medpagetoday.com
[1] oraflcio.org

Top Domains in Tweet in G10:
[2] progressive.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[151] myanmar
[149] burma
[136] edchat
[130] forthepeopleact
[93] distancelearning
[84] teach21
[74] pridemonth
[64] covid19
[61] wearorange
[51] educhat



Top Hashtags in Tweet in G1:
[49] wearorange
[32] forthepeopleact
[22] phled
[22] disarmhate
[20] endgunviolence
[20] freedomtothrive
[13] publicschool
[13] unionstrong
[11] pride
[10] americaneducator

Top Hashtags in Tweet in G2:
[125] edchat
[87] distancelearning
[73] teach21
[48] educhat
[41] pridemonth
[40] civiced
[34] lgbtq
[28] pride
[27] covid19
[21] americaneducator

Top Hashtags in Tweet in G3:
[151] myanmar
[149] burma
[25] whatshappeninginmyanmar
[15] june5coup
[5] lesstalkmoreactionsasean
[3] aseanrejectsac
[2] end_salveryeducation
[2] savemyanmar
[1] endchildlabor2021
[1] wdacl

Top Hashtags in Tweet in G4:
[33] endchildlabor2021
[33] wdacl
[27] covid19
[26] coronavirus
[25] endchildlabour2021
[25] education
[25] socialprotection
[25] workersrights
[25] unions
[25] newsocialcontract

Top Hashtags in Tweet in G5:
[11] iamaft
[8] tbats
[5] lgbtqia
[5] pridemonth
[3] minnesota
[3] blacklivesmatter
[3] sel
[3] lastdayofschool
[2] publicschool
[2] freedomtothrive

Top Hashtags in Tweet in G6:
[71] forthepeopleact
[3] solidarity
[3] unions
[3] schoolsofdemocracy
[3] proact
[1] bloomberg
[1] soros
[1] forthepeople
[1] s1

Top Hashtags in Tweet in G7:
[8] unionstrong
[7] 1u
[7] unionjobs
[7] unions
[7] p2
[7] aftunion
[5] union
[5] iftaft
[2] publicschool
[2] freedomtothrive

Top Hashtags in Tweet in G8:
[2] forthepeopleact
[1] whatshappeninglnmyanmar
[1] democracy
[1] minaunghlaing

Top Hashtags in Tweet in G9:
[1] americanrescueplan
[1] wearorange

Top Hashtags in Tweet in G10:
[1] communityschools

Top Words
Top Words in Tweet in Entire Graph:
[1658] aftunion
[425] rweingarten
[386] teachers
[384] students
[369] schools
[241] eduint
[229] more
[221] time
[214] school
[205] nea

Top Words in Tweet in G1:
[365] aftunion
[159] students
[107] rweingarten
[77] american
[73] schools
[72] teachers
[70] school
[70] think
[69] safe
[63] parents

Top Words in Tweet in G2:
[539] aftunion
[150] rweingarten
[137] students
[133] aftteach
[130] more
[125] #edchat
[123] learn
[114] nysut
[88] schools
[88] #distancelearning

Top Words in Tweet in G3:
[210] aftunion
[207] eduint
[205] nea
[161] schools
[158] military
[155] teachers
[151] time
[149] action
[149] solidarity
[149] #myanmar's

Top Words in Tweet in G4:
[165] aftunion
[93] ilo
[63] aflcio
[63] child
[63] labor
[54] childlaborclc
[44] aflcioglobal
[39] psiglobalunion
[38] back
[37] join

Top Words in Tweet in G5:
[98] aftunion
[62] neatoday
[53] teachers
[35] rweingarten
[29] truth
[29] allow
[29] teach
[28] floridaea
[28] doe
[23] ctulocal1

Top Words in Tweet in G6:
[71] #forthepeopleact
[43] democracy
[36] don
[33] people
[33] vote
[27] country
[22] senjeffmerkley
[20] aftunion
[19] voting
[17] dfadcoalition

Top Words in Tweet in G7:
[58] aftunion
[48] rweingarten
[28] students
[27] school
[20] urban
[20] prep
[18] ctulocal1
[16] more
[13] iftaft
[13] better

Top Words in Tweet in G8:
[13] aftunion
[9] potus
[8] people
[6] thank
[6] leading
[6] vaccine
[6] members
[6] month
[6] action
[6] vaccines

Top Words in Tweet in G9:
[9] aftunion
[6] ufcw
[5] support
[4] taxes
[3] union
[3] nynurses
[2] bethbourdon
[2] iatse
[2] uaw
[2] one

Top Words in Tweet in G10:
[11] aftunion
[8] schools
[7] neamedia
[6] theprogressive
[6] progressive4ed
[6] pubinterest
[6] future4learning
[6] nepctweet
[6] network4pubed
[6] community

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[204] eduint,aftunion
[204] aftunion,nea
[149] time,action
[149] action,solidarity
[149] solidarity,#myanmar's
[149] #myanmar's,teachers
[149] teachers,end
[149] end,military
[149] military,involvement
[149] involvement,#burma's

Top Word Pairs in Tweet in G1:
[59] memory,residue
[59] residue,thought
[58] students,think
[58] american,educator
[57] thought,students
[57] think,short
[57] short,sweet
[57] sweet,dtwillingham
[57] dtwillingham,telling
[57] telling,article

Top Word Pairs in Tweet in G2:
[83] aftunion,aftteach
[81] learn,more
[58] nysut,aftunion
[54] teach,2021
[54] #distancelearning,aftunion
[49] #edchat,#educhat
[48] aft,teach
[44] staceyabrams,dsallentess
[41] student,participation
[39] importance,#civiced

Top Word Pairs in Tweet in G3:
[204] eduint,aftunion
[204] aftunion,nea
[149] time,action
[149] action,solidarity
[149] solidarity,#myanmar's
[149] #myanmar's,teachers
[149] teachers,end
[149] end,military
[149] military,involvement
[149] involvement,#burma's

Top Word Pairs in Tweet in G4:
[61] child,labor
[35] against,child
[33] event,fight
[33] fight,back
[33] back,against
[33] labor,go
[33] go,#endchildlabor2021
[33] #endchildlabor2021,#wdacl
[33] #wdacl,aftunion
[33] aftunion,eduint

Top Word Pairs in Tweet in G5:
[39] aftunion,neatoday
[29] allow,teachers
[29] teachers,teach
[23] floridaea,aftunion
[17] aclufl,floridaea
[16] rweingarten,uesf
[16] uesf,aftunion
[16] neatoday,londonbreed
[15] san,francisco
[15] francisco,teachers

Top Word Pairs in Tweet in G6:
[16] powerful,instrument
[16] instrument,breaking
[16] breaking,down
[16] down,injustice
[16] injustice,vote
[16] vote,senjeffmerkley
[16] senjeffmerkley,#forthepeopleact
[14] repdavids,end
[14] end,day
[14] day,literally

Top Word Pairs in Tweet in G7:
[20] urban,prep
[18] rweingarten,aftunion
[10] aftunion,rweingarten
[8] congrats,ctulocal1
[8] ctulocal1,members
[8] members,urban
[8] prep,ta
[8] ta,secured
[8] secured,commitment
[8] commitment,mgt

Top Word Pairs in Tweet in G8:
[6] thank,potus
[6] potus,leading
[6] leading,vaccine
[6] vaccine,aftunion
[6] aftunion,members
[6] members,month
[6] month,action
[6] action,vaccines
[4] aftunion,rweingarten
[3] naacp,nationalmedassn

Top Word Pairs in Tweet in G9:
[3] taxes,support
[2] aftunion,iatse
[2] iatse,ufcw
[2] ufcw,uaw
[2] cdc,worrisome
[2] worrisome,spike
[2] spike,younger
[2] younger,teens'
[2] teens',covid
[2] covid,hospitalizations

Top Word Pairs in Tweet in G10:
[6] progressive4ed,pubinterest
[6] pubinterest,future4learning
[6] future4learning,nepctweet
[6] nepctweet,network4pubed
[6] network4pubed,neamedia
[6] neamedia,aftunion
[6] community,schools
[5] thanks,good
[5] good,folks
[5] folks,theprogressive

Top Replied-To
Top Replied-To in Entire Graph:
@rweingarten
@aftunion
@reaproy
@andypallotta
@kellycbooz
@beth_kontos
@dennisgault
@fedingram
@aftpa
@mn_another

Top Replied-To in G1:
@rweingarten
@aftunion
@aftpa
@mn_another
@ffxparentsassoc
@commons38855867
@rashadsrepublic
@wearecta
@p_a_kirschner

Top Replied-To in G2:
@rweingarten
@andypallotta
@aftunion
@kellycbooz
@beth_kontos
@newrofuse
@morgywv
@educatorsofnyc
@aftnewhampshire
@aftteach

Top Replied-To in G3:
@reaproy
@aftunion
@teachersinkenya

Top Replied-To in G4:
@rweingarten
@ilo4usa
@knibbs

Top Replied-To in G5:
@rweingarten
@fedingram
@karlamats
@emilyakopp
@aftunion
@tomaskenn
@choicemediatv
@grouptostophate

Top Replied-To in G6:
@aftunion
@peoplefor
@kasevirginia
@karlamats
@bradybuzz

Top Replied-To in G7:
@kyunitedwestand
@rweingarten
@ctulocal1

Top Replied-To in G8:
@jemillerwbal
@seccardona
@potus
@iwwfju

Top Replied-To in G9:
@unionfanaccount
@thebl0w

Top Replied-To in G10:
@natlgovsassoc
@jeffbcdm

Top Mentioned
Top Mentioned in Entire Graph:
@aftunion
@rweingarten
@eduint
@nea
@aftteach
@nysut
@sharemylesson
@neatoday
@ctulocal1
@dtwillingham

Top Mentioned in G1:
@aftunion
@dtwillingham
@rweingarten
@ctulocal1
@nbcnewsnow
@sharemylesson
@aftpa
@educationmn
@aftteach
@edinaparents4

Top Mentioned in G2:
@aftunion
@aftteach
@rweingarten
@nysut
@sharemylesson
@staceyabrams
@dsallentess
@marlaucelli
@nygovcuomo
@newshourextra

Top Mentioned in G3:
@aftunion
@eduint
@nea
@unicef
@unicefmyanmar
@un
@un_women
@maywongcna
@ochamyanmar
@neupresident

Top Mentioned in G4:
@aftunion
@ilo
@childlaborclc
@aflcioglobal
@psiglobalunion
@afthealthcare
@eduint
@connaflcio
@ilo_childlabour
@aflcio

Top Mentioned in G5:
@aftunion
@neatoday
@rweingarten
@floridaea
@ctulocal1
@aclufl
@uesf
@londonbreed
@spps_news
@spfe28

Top Mentioned in G6:
@senjeffmerkley
@dfadcoalition
@senalexpadilla
@repdavids
@aftunion
@benjealous
@repmondaire
@cwaunion
@reverendwarnock
@stopbigmoney

Top Mentioned in G7:
@aftunion
@rweingarten
@ctulocal1
@iftaft
@aftacademics
@morgywv
@bob_brown9838
@kyoag
@kydems
@kygop

Top Mentioned in G8:
@aftunion
@potus
@rweingarten
@naacp
@nationalmedassn
@lmsa_national
@indiancountry
@abc
@cbsnews
@nbcnews

Top Mentioned in G9:
@aftunion
@ufcw
@nynurses
@bethbourdon
@iatse
@uaw
@votevets
@thechiefleader
@celinegounder
@celestekatznyc

Top Mentioned in G10:
@aftunion
@neamedia
@theprogressive
@progressive4ed
@pubinterest
@future4learning
@nepctweet
@network4pubed
@chiefsforchange
@hp

Top Tweeters
Top Tweeters in Entire Graph:
@rjber15
@delta
@coopmike48
@cnbsnana
@schwingcat
@maryalicebisho2
@kath2252
@nationafrica
@jot_au
@girlzinger

Top Tweeters in G1:
@utzaake
@joanbushur
@azws
@cnbc
@lulu82824
@socratic1
@stlhd100
@wmur9
@agitatorsneeded
@albi2103

Top Tweeters in G2:
@coopmike48
@ajgma
@cynicalvision50
@kkalmes2
@usatoday
@bigforkgirl
@harveyjkaye
@cbsnews
@sueford06
@schenhayes

Top Tweeters in G3:
@nationafrica
@letsroc137
@bbcworld
@cnni
@wonw080
@hrw
@tukushinbo51
@onlymyslchoice
@maythazinwin95
@un

Top Tweeters in G4:
@dvanhook822
@nomoreslaves
@chickilopiccolo
@education_24x7
@pkopec17
@romain_pro
@hartfordcourant
@thehournews
@barbara79167636
@aflcio

Top Tweeters in G5:
@memeburk
@jfsebastian146
@mark45dominic
@lori_clydesdale
@hateisfutile
@nancyosborne180
@munsinglaw
@thejforjom
@protectedspells
@aldhirabi

Top Tweeters in G6:
@cnbsnana
@maryalicebisho2
@girlzinger
@rolandsmartin
@bluedillygal
@sandykalano
@binderfaith1
@tenej_jenet
@eilonwy24
@kymburleigh

Top Tweeters in G7:
@rjber15
@ablnk
@digitaldecoded1
@beeinchicago
@ellieelliott123
@kam3266
@crazyoldgaloot
@smartwoman2019
@ddteachpaz
@stacydavisgates

Top Tweeters in G8:
@kath2252
@pinchandscrimp
@abc
@nbcnews
@gma
@surfspup
@naphisoc
@crowellbrian
@unitetheunion
@who

Top Tweeters in G9:
@now_justice
@wenurses
@teenvogue
@afscme
@momskelton
@momsdemand
@canadanurses
@nhs
@celestekatznyc
@bethbourdon

Top Tweeters in G10:
@craignewmark
@spyparent
@scholastic
@teachervol
@hp
@ncslorg
@network4pubed
@commonsense
@newsela
@daschwartzy