ewarren, Twitter, 4/8/2021 3:09:39 AM, 252280


FAQ | Problem?

ewarren_2021-04-07_04-34-09.xlsx
ewarren_2021-04-07_04-34-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2021
Short Description:
ewarren via NodeXL https://bit.ly/3cWiY7k
@ewarren
@senschumer
@ayannapressley
@ilhanmn
@fiorella_im
@kimtownsel
@marklar1968
@arslanrpk501
@japamahatma
@abdisagaz

Top hashtags:
#cancelstudentdebt
#cancelstudentloandebt
#tplflies
#cancelallstudentdebt
#reparations

Description:
Description
The graph represents a network of 7,743 Twitter users whose tweets in the requested range contained "ewarren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 April 2021 at 11:40 UTC.

The requested start date was Tuesday, 06 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 20-hour, 7-minute period from Friday, 02 April 2021 at 03:51 UTC to Monday, 05 April 2021 at 23:58 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 : 7743
Unique Edges : 16466
Edges With Duplicates : 18966
Total Edges : 35432
Number of Edge Types : 5
Retweet : 3205
MentionsInRetweet : 11807
Mentions : 16293
Replies to : 3876
Tweet : 251
Self-Loops : 326
Reciprocated Vertex Pair Ratio : 0.0123777019340159
Reciprocated Edge Ratio : 0.0244527352002517
Connected Components : 214
Single-Vertex Connected Components : 173
Maximum Vertices in a Connected Component : 7445
Maximum Edges in a Connected Component : 35043
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.70919
Graph Density : 0.000371115444544656
Modularity : 0.408605
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7,743 Twitter users whose tweets in the requested range contained "ewarren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 April 2021 at 11:40 UTC.

The requested start date was Tuesday, 06 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 20-hour, 7-minute period from Friday, 02 April 2021 at 03:51 UTC to Monday, 05 April 2021 at 23:58 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 : ewarren
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:
[235] https://twitter.com/ewarren/status/1377726273162711041
[19] https://twitter.com/ewarren/status/1379121935502696450
[18] https://twitter.com/ewarren/status/1377994765434814468
[12] https://twitter.com/thehill/status/1377773019494449156
[8] https://en.wikipedia.org/wiki/Civil_Rights_Act_of_1964#Passage_in_the_Senate
[8] https://twitter.com/ewarren/status/1374802402344374273?s=20
[7] https://twitter.com/ewarren/status/1377325390134411265
[5] https://www.nbcnews.com/think/opinion/georgia-s-jim-crow-voter-suppression-bill-now-law-here-ncna1262254
[5] https://twitter.com/ewarren/status/1371576528061014026
[5] https://www.brookings.edu/blog/up-front/2020/10/09/who-owes-the-most-in-student-loans-new-data-from-the-fed/

Top URLs in Tweet in G1:
[6] https://twitter.com/ewarren/status/1377726273162711041
[5] https://www.brookings.edu/blog/up-front/2020/10/09/who-owes-the-most-in-student-loans-new-data-from-the-fed/
[4] https://twitter.com/IlhanMN/status/1342213063618011136?s=09
[3] https://twitter.com/DenmarkRepent/status/1378048575851012096?s=19
[2] https://change.org/CancelStudentLoans
[2] https://www.forbes.com/sites/zackfriedman/2020/10/25/who-really-owes-16-trillion-of-student-loans/?sh=3af1d6ff7b5b
[2] https://twitter.com/DenmarkRepent/status/1378763224976265216?s=19
[1] https://twitter.com/forbes/status/1378474163871055874
[1] https://www.brookings.edu/research/tax-reform-for-progressivity-a-pragmatic-approach/
[1] https://www.businessinsider.com/personal-finance/average-student-loan-debt#average-student-loan-debt-by-household-income

Top URLs in Tweet in G2:
[19] https://twitter.com/ewarren/status/1377726273162711041
[12] https://twitter.com/thehill/status/1377773019494449156
[8] https://en.wikipedia.org/wiki/Civil_Rights_Act_of_1964#Passage_in_the_Senate
[4] https://vimeo.com/531926928
[4] https://elizabethwarren.com/plans/student-loan-debt-day-one
[3] https://www.change.org/p/cancel-student-loans-by-executive-order?utm_source=share_petition&utm_medium=custom_url&recruited_by_id=1a06fd20-3beb-0130-63cd-38ac6f16d25f
[3] https://twitter.com/FredTJoseph/status/1252982608184606731
[3] https://twitter.com/kylegriffin1/status/1378724042409181189
[2] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html
[2] https://twitter.com/SenWarren/status/1379085330729549824

Top URLs in Tweet in G3:
[17] https://twitter.com/ewarren/status/1377726273162711041
[5] https://www.nbcnews.com/think/opinion/georgia-s-jim-crow-voter-suppression-bill-now-law-here-ncna1262254
[3] https://twitter.com/forbes/status/1378474163871055874
[2] https://twitter.com/dejene_2011/status/1378786364796379145
[2] https://twitter.com/mims/status/1378710136131358720
[2] https://www.whitehouse.gov/briefing-room/statements-releases/2021/03/21/fact-sheet-u-s-efforts-to-combat-systemic-racism/
[2] https://twitter.com/QasimRashid/status/1378117798644359168
[2] https://twitter.com/ewarren/status/1372979566239703042
[2] https://www.youtube.com/watch?v=yOvRCb0VLvg&feature=youtu.be

[2] https://twitter.com/rbreich/status/1378447529495306240

Top URLs in Tweet in G4:
[125] https://twitter.com/ewarren/status/1377726273162711041
[15] https://twitter.com/ewarren/status/1379121935502696450
[13] https://twitter.com/ewarren/status/1377994765434814468
[6] https://twitter.com/ewarren/status/1377325390134411265
[4] https://twitter.com/ewarren/status/1374802402344374273?s=20
[1] https://twitter.com/ewarren/status/1377355395002363906
[1] https://twitter.com/ewarren/status/1374802402344374273
[1] https://twitter.com/ewarren/status/1376678455027372044
[1] https://twitter.com/ewarren/status/1128314853595189249
[1] https://twitter.com/briantylercohen/status/1378525372447293440

Top URLs in Tweet in G5:
[3] https://www.raps.org/news-and-articles/news-articles/2020/11/statutory-deadline-for-otc-hearing-aid-rule-missed
[2] https://twitter.com/ewarren/status/1377726273162711041
[2] https://twitter.com/sabadosama/status/1378327423394136067
[1] https://documentcloud.adobe.com/link/review?uri=urn:aaid:scds:US:57f3e104-1f13-4a47-864f-cf4ea754db65
[1] https://www.bostonglobe.com/2021/03/30/opinion/mass-delegation-delivered-american-rescue-plan/?outputType=amp&__twitter_impression=true
[1] https://docs.google.com/document/d/1GdEDvxwu22HsP3QPjIWzjcZASaCOZnKmxYc_eziNyNo/edit?usp=sharing
[1] https://twitter.com/CollegeDemsofMA/status/1379123503467728897
[1] https://twitter.com/CaptMarkKelly/status/1379118793834655744
[1] https://twitter.com/ethiopianfair/status/1378081189039386625
[1] https://www.washingtonpost.com/news/the-fix/wp/2017/02/08/the-history-of-the-senates-rule-19-suggests-it-is-very-loosely-enforced/

Top URLs in Tweet in G6:
[1] https://twitter.com/robanderson2018/status/1379138992776548358
[1] https://twitter.com/playstrumpcard/status/1379186048710938626
[1] https://twitter.com/erikhagar/status/1377991693505552389
[1] https://twitter.com/01stocksavage/status/1377993629982208002
[1] https://www.sec.gov/rules/proposed/s72303/dpatch040904.htm
[1] https://www.law.cornell.edu/cfr/text/17/242.204
[1] https://www.youtube.com/watch?v=kV1yMIKq4mI

[1] https://twitter.com/AWAction_News/status/1369809923010224130
[1] https://twitter.com/MOVETHESTOCK/status/1377274342350843914?s=20

Top URLs in Tweet in G7:
[28] https://twitter.com/ewarren/status/1377726273162711041

Top URLs in Tweet in G8:
[1] https://twitter.com/i/broadcasts/1vOxwEVwNWbGB
[1] https://www.youtube.com/watch?v=UpTECxHybSg&feature=youtu.be

[1] https://www.wgbh.org/news/national-news/2021/04/01/pressley-warren-push-biden-to-nix-50-000-in-student-debt
[1] https://truthout.org/articles/biden-may-be-exploring-50k-student-loan-cancellation-hints-his-chief-of-staff/
[1] https://1001.twitteretter.com/2021/04/362-right-to-unionise.html?spref=tw
[1] https://rooseveltinstitute.org/2020/10/29/student-debt-is-a-racial-equity-issue-heres-how-mass-debt-relief-can-address-it/

Top URLs in Tweet in G9:
[2] https://william03a.substack.com/p/time-for-a-mental-reset-on-race
[1] https://pressley.house.gov/media/press-releases/pressley-warren-lee-reintroduce-bold-legislation-confront-structural-racism
[1] https://www.bu.edu/sph/conversations/uncategorized/part-1-antiracism-as-health-policy-race-covid-19-and-policy-reform/?utm_source=twitter&utm_medium=social+video&utm_campaign=social_main
[1] https://www.wbur.org/commonhealth/2020/03/30/pressley-warren-race-data-coronavirus-testing
[1] http://www.bu.edu/articles/2021/ayanna-pressley-elizabeth-warren-to-headline-forum-on-antiracism-as-health-policy/
[1] https://www.theatlantic.com/ideas/archive/2021/03/nation-divided-language/618461/

Top URLs in Tweet in G10:
[1] https://twitter.com/Yonigussie/status/1379103435925127171
[1] https://twitter.com/marion_specker/status/1372472058760855553
[1] https://twitter.com/RWPUSA/status/1378207775973498883

Top Domains
Top Domains in Tweet in Entire Graph:
[633] twitter.com
[28] youtube.com
[10] wikipedia.org
[8] google.com
[8] brookings.edu
[7] nytimes.com
[6] change.org
[6] washingtonpost.com
[6] nbcnews.com
[4] vimeo.com

Top Domains in Tweet in G1:
[18] twitter.com
[7] brookings.edu
[4] youtube.com
[2] change.org
[2] forbes.com
[1] businessinsider.com
[1] wsj.com
[1] whitehouse.gov
[1] ziprecruiter.com
[1] facebook.com

Top Domains in Tweet in G2:
[135] twitter.com
[10] youtube.com
[10] wikipedia.org
[4] vimeo.com
[4] cnbc.com
[4] washingtonpost.com
[4] elizabethwarren.com
[3] nytimes.com
[3] change.org
[2] geekwire.com

Top Domains in Tweet in G3:
[159] twitter.com
[5] youtube.com
[5] nbcnews.com
[4] nytimes.com
[3] google.com
[2] whitehouse.gov
[1] runforsomething.net
[1] calililiindies.com
[1] tampabay.com
[1] painnewsnetwork.org

Top Domains in Tweet in G4:
[175] twitter.com
[1] geekwire.com

Top Domains in Tweet in G5:
[17] twitter.com
[3] raps.org
[2] bostonglobe.com
[1] adobe.com
[1] google.com
[1] washingtonpost.com
[1] masslive.com
[1] zerocovid.us

Top Domains in Tweet in G6:
[6] twitter.com
[1] sec.gov
[1] cornell.edu
[1] youtube.com

Top Domains in Tweet in G7:
[28] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] youtube.com
[1] wgbh.org
[1] truthout.org
[1] twitteretter.com
[1] rooseveltinstitute.org

Top Domains in Tweet in G9:
[2] bu.edu
[2] substack.com
[1] house.gov
[1] wbur.org
[1] theatlantic.com

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] cancelstudentdebt
[53] cancelstudentloandebt
[52] tplflies
[42] cancelallstudentdebt
[33] reparations
[33] ados
[22] buildbackbetter
[22] forthepeople
[18] cancelgovernmentdebt
[17] rep1



Top Hashtags in Tweet in G1:
[15] cancelstudentdebt
[5] forcethevote
[2] buildbackbetter
[2] creditcardjoe
[2] medicareforall
[1] figureitout
[1] letsgoooooo
[1] faster
[1] efforr
[1] nobullshit

Top Hashtags in Tweet in G2:
[71] cancelstudentdebt
[19] buildbackbetter
[8] cancelelizabethwarren
[6] climateaction
[5] americanjobsplan
[4] nato
[3] india
[3] uae
[3] bangladesh
[3] stockmarket

Top Hashtags in Tweet in G3:
[133] cancelstudentdebt
[52] tplflies
[51] cancelstudentloandebt
[37] cancelallstudentdebt
[17] rep1
[14] tplf
[12] muslimban
[10] wealthtax
[9] helpmiddleclassamericans
[9] zeropercentstudentloans

Top Hashtags in Tweet in G4:
[13] cancelstudentdebt
[5] forthepeople
[5] filibusterfriday
[2] bitcoin
[2] cancelcongressionalsalaries
[2] americanjobsplan
[1] whyareyoutellingus
[1] stoptweetingandfuckingdoit
[1] taxthechurches
[1] cancel

Top Hashtags in Tweet in G5:
[11] amharagenocide
[11] oromoextremists
[5] abiyisresponsible
[5] stopamharagenocide
[5] amharamassacre
[3] mapoli
[1] dobetter
[1] bospoli
[1] nursing
[1] transrightsarehumanrights

Top Hashtags in Tweet in G6:
[2] cancelthegop
[2] focus
[2] mazdarati
[1] fucktrump
[1] kd
[1] gaetz
[1] hwang
[1] archegos
[1] lingo
[1] administration

Top Hashtags in Tweet in G7:
[1] synchronizedvirtuesignaling
[1] tweetmoredonothing
[1] letsputonashow
[1] cancelsomestudentdebt

Top Hashtags in Tweet in G8:
[5] cancelstudentdebt
[3] cancelallstudentdebt
[1] urkranian
[1] unionstrong
[1] saveamc
[1] amc

Top Hashtags in Tweet in G9:
[2] antiracism
[2] healthpolicy
[1] medleg
[1] block

Top Hashtags in Tweet in G10:
[1] dolikedenmark
[1] cancelstudentdebt
[1] generationequality
[1] equalpayforwomen

Top Words
Top Words in Tweet in Entire Graph:
[6773] ewarren
[2964] senschumer
[2809] ayannapressley
[2699] ilhanmn
[1556] until
[1543] co
[1536] conspirators
[1532] continue
[1531] pushing
[1531] happens

Top Words in Tweet in G1:
[2662] ewarren
[2611] senschumer
[2607] ayannapressley
[2598] ilhanmn
[1520] conspirators
[1517] co
[1509] pushing
[1507] until
[1507] happens
[1502] gotta

Top Words in Tweet in G2:
[2632] ewarren
[489] debt
[374] student
[287] thehill
[284] pay
[271] loan
[228] people
[199] 000
[194] biden
[192] 50

Top Words in Tweet in G3:
[927] ewarren
[493] potus
[346] vp
[292] senschumer
[278] aoc
[209] cancel
[182] speakerpelosi
[172] senatedems
[143] sensanders
[138] berniesanders

Top Words in Tweet in G4:
[16] pay
[13] #cancelstudentdebt
[12] amazon
[11] debt
[9] time
[9] taxes
[8] nra
[7] student
[7] need
[7] paying

Top Words in Tweet in G5:
[73] ewarren
[35] edmarkey
[17] massgovernor
[13] senmarkey
[13] abek_yeleshe
[13] ethnic
[12] us_fda
[12] chuckgrassley
[12] drwoodcockfda
[12] ayannapressley

Top Words in Tweet in G6:
[39] ewarren
[19] aoc
[12] nycmayor
[11] wheelthat
[10] insidrfinancial
[9] tedcruz
[9] gtii
[9] lucykomisar
[9] chuckschumer
[8] presssec

Top Words in Tweet in G7:
[110] politician
[109] see
[109] one
[109] more
[109] idiot
[109] tweeting
[109] shit
[109] never
[109] fight
[109] swear

Top Words in Tweet in G8:
[50] ewarren
[47] student
[46] loan
[45] forbes
[32] debt
[25] ourrevolution
[22] sen
[20] people
[17] cancellation
[17] press

Top Words in Tweet in G9:
[75] dribram
[61] busph
[61] sandrogalea
[57] antiracismctr
[56] health
[55] dean
[54] april
[54] host
[54] antiracism
[54] policy

Top Words in Tweet in G10:
[15] ewarren
[7] erictopol
[7] reuters
[6] neatoday
[6] ilhan
[6] reppressley
[6] senschumer
[5] wsbgnl
[5] naacp
[5] naacp_ldf

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2572] senschumer,ewarren
[2517] ayannapressley,senschumer
[1530] co,conspirators
[1513] gotta,continue
[1513] continue,pushing
[1513] pushing,until
[1513] until,happens
[1513] happens,thankful
[1513] thankful,co
[1513] conspirators,ayannapressley

Top Word Pairs in Tweet in G1:
[2469] senschumer,ewarren
[2465] ayannapressley,senschumer
[1514] co,conspirators
[1498] gotta,continue
[1498] continue,pushing
[1498] pushing,until
[1498] until,happens
[1498] happens,thankful
[1498] thankful,co
[1498] conspirators,ayannapressley

Top Word Pairs in Tweet in G2:
[203] student,loan
[184] loan,debt
[168] 50,000
[166] sen,ewarren
[152] thehill,ewarren
[148] 000,student
[132] president,biden
[131] ewarren,today
[131] debt,matter
[130] today,call

Top Word Pairs in Tweet in G3:
[144] potus,vp
[108] josepborrellf,borisjohnson
[107] ewarren,josepborrellf
[107] borisjohnson,janezlenarcic
[97] ewarren,vp
[92] potus,ewarren
[89] senbooker,ewarren
[87] senatedems,davidaltonhl
[87] davidaltonhl,senbooker
[80] cancel,50k

Top Word Pairs in Tweet in G4:
[5] student,debt
[4] #forthepeople,act
[4] act,big
[4] big,politics
[4] politics,elections
[4] elections,includes
[4] includes,nra
[4] nra,influence
[4] influence,nra
[4] nra,gop

Top Word Pairs in Tweet in G5:
[23] ewarren,edmarkey
[12] ewarren,chuckgrassley
[11] #amharagenocide,#oromoextremists
[9] us_fda,fdadeviceinfo
[9] fdadeviceinfo,ewarren
[8] ewarren,senmarkey
[8] many,more
[8] more,ethnic
[8] ethnic,amharas
[8] amharas,killed

Top Word Pairs in Tweet in G6:
[16] ewarren,aoc
[9] gtii,lucykomisar
[9] lucykomisar,ewarren
[9] ewarren,insidrfinancial
[9] nycmayor,chuckschumer
[9] chuckschumer,ewarren
[6] g_ham27,gtii
[6] aoc,presssec
[6] presssec,pftcommenter
[6] pftcommenter,jackposobiec

Top Word Pairs in Tweet in G7:
[109] see,one
[109] one,more
[109] more,idiot
[109] idiot,politician
[109] politician,tweeting
[109] tweeting,shit
[109] shit,never
[109] never,fight
[109] fight,swear
[108] fiorella_im,see

Top Word Pairs in Tweet in G8:
[45] student,loan
[28] loan,debt
[28] forbes,ewarren
[17] loan,cancellation
[17] cancellation,press
[17] press,conference
[17] conference,massachusetts
[17] massachusetts,ag
[17] ag,maura
[17] maura,healy

Top Word Pairs in Tweet in G9:
[57] busph,antiracismctr
[54] april,busph
[54] antiracismctr,host
[54] host,antiracism
[54] antiracism,health
[54] health,policy
[54] policy,thrilled
[54] thrilled,join
[54] join,dean
[54] dean,sandrogalea

Top Word Pairs in Tweet in G10:
[5] reuters,wsbgnl
[5] wsbgnl,naacp
[5] naacp,naacp_ldf
[5] naacp_ldf,indiancountry
[5] indiancountry,neatoday
[5] neatoday,aftunion
[5] aftunion,nationalmedassn
[5] nationalmedassn,lmsa_national
[5] lmsa_national,snma
[5] snma,jamalhbryant

Top Replied-To
Top Replied-To in Entire Graph:
@ewarren
@ilhanmn
@pharotek_
@thehill
@jaycarney
@potus
@imjustluca
@boobalover2
@stellar422
@clohrillini

Top Replied-To in G1:
@ilhanmn
@pharotek_
@ewarren
@clohrillini
@stellar422
@uniongunruner46
@boobalover2
@howarddaduckdoe
@snarkyhumanist
@maggiej42718116

Top Replied-To in G2:
@ewarren
@thehill
@imjustluca
@jaycarney
@danamite13
@jasonoverstreet
@elioberlander
@smartarse21
@scitynation412
@deuxhoney

Top Replied-To in G3:
@ewarren
@potus
@jaycarney
@reppressley
@joebiden
@dejene_2011
@rbreich
@kimtownsel
@ilhanmn
@senschumer

Top Replied-To in G5:
@tsupertrend
@localpoliticsis
@tmorrow143
@stupidn43898339
@drwoodcockfda
@onlycrownking
@edmarkey
@scottsantens
@us_fda
@ananursingworld

Top Replied-To in G6:
@ewarren
@tedcruz
@lisamarieboothe
@stephenm
@presssec
@hammsanchez
@nycmayor
@wallstreetbets
@officesopen

Top Replied-To in G7:
@ewarren
@jnxouaquaga

Top Replied-To in G8:
@forbes
@ilhanmn
@ewarren
@i_am_sago
@kbaygirl
@toddm_t
@dianezychlinski
@dsyedasad
@5co77y_mac
@joshuajammes

Top Replied-To in G9:
@dribram
@pelfreyduryea
@anypigslft2

Top Replied-To in G10:
@reuters
@oprah
@projectlincoln
@rloslugo
@reppressley
@ewarren

Top Mentioned
Top Mentioned in Entire Graph:
@ewarren
@senschumer
@ayannapressley
@ilhanmn
@potus
@vp
@aoc
@thehill
@speakerpelosi
@sensanders

Top Mentioned in G1:
@ewarren
@senschumer
@ayannapressley
@ilhanmn
@pharotek_
@snarkyhumanist
@stellar422
@wopkonjorge
@bigrockbigriver
@clohrillini

Top Mentioned in G2:
@ewarren
@thehill
@ayannapressley
@ifindkarma
@jasonoverstreet
@potus
@jaycarney
@rwpusa
@danamite13
@senschumer

Top Mentioned in G3:
@ewarren
@potus
@vp
@aoc
@senschumer
@speakerpelosi
@senatedems
@sensanders
@berniesanders
@joebiden

Top Mentioned in G4:
@pamelaunplugged
@solo47741845

Top Mentioned in G5:
@ewarren
@edmarkey
@massgovernor
@senmarkey
@abek_yeleshe
@chuckgrassley
@ayannapressley
@us_fda
@drwoodcockfda
@sethmoulton

Top Mentioned in G6:
@ewarren
@aoc
@nycmayor
@wheelthat
@insidrfinancial
@lucykomisar
@chuckschumer
@tedcruz
@pftcommenter
@barstoolsports

Top Mentioned in G7:
@fiorella_im
@bernietovest
@lowetze1
@lift_our_voice
@forgivenchy
@ewarren
@senwarren
@squanus1
@leaflee6
@sensanders

Top Mentioned in G8:
@ewarren
@forbes
@ourrevolution
@ew
@amazon
@ayannapressley
@senschumer
@cancel_student
@ilhanmn
@derricknaacp

Top Mentioned in G9:
@dribram
@busph
@sandrogalea
@antiracismctr
@ewarren
@ayannapressley
@repbarbaralee
@drchwilkins
@megansandel
@gfnicholas1

Top Mentioned in G10:
@ewarren
@erictopol
@neatoday
@ilhan
@senschumer
@wsbgnl
@naacp
@naacp_ldf
@indiancountry
@aftunion

Top Tweeters
Top Tweeters in Entire Graph:
@rk70534
@gambiste1
@rjber15
@delta
@mr1738
@7b73f39b85e1415
@joni_looking
@thepoliticalcat
@caligirlleftie
@openletterbot

Top Tweeters in G1:
@missnisha6849
@netminnow
@aha1r
@paulstewartii
@wally_wests
@fieryreddragon
@linda1746
@cnbsnana
@__georgieporgie
@cberrl

Top Tweeters in G2:
@rk70534
@mr1738
@7b73f39b85e1415
@thepoliticalcat
@homegypsy
@thehill
@politicalbee
@awelab1956
@meidas_damon
@bob_stinson1234

Top Tweeters in G3:
@rjber15
@joni_looking
@caligirlleftie
@openletterbot
@flight_refunds
@wildwillow65
@joanisparkles
@melissajpeltier
@antarianrani
@reevynap

Top Tweeters in G4:
@gormogons
@aowd25
@mrboro615
@katwomanfifi
@purplehair66
@mthsr1
@frankiebeau
@rock_of_alpha
@jcbwellus
@ericvblanchard

Top Tweeters in G5:
@wcvb
@bostonglobe
@sds_sunlight
@transit_tweets
@boston25
@chargrille
@nbcsboston
@monicaonline
@teambernie27001
@mbta

Top Tweeters in G6:
@gambiste1
@huffpost
@marklar1968
@espn
@codeofvets
@mmpadellan
@llcbillionaire
@jackposobiec
@stoolpresidente
@huffpostwomen

Top Tweeters in G7:
@brendahazelhur1
@paulsorrentino3
@suspended_acct
@jamesma96163439
@groovybenji_14
@pearljolly
@nori_nyc
@bayarea_bias
@devinedianakin
@angloshok

Top Tweeters in G8:
@drdaveanddee
@estarianne
@funnagan
@dallasrbaird
@lakshmideepakg
@vickiebluewave
@forbes
@ew
@webelievebeliev
@kathies01

Top Tweeters in G9:
@traceyfromcali
@kevskewl
@nugslilsis
@adriene26
@courtneyhill721
@pdeedixon
@krisellyn
@mslensramz
@jruthkelly
@fuuno

Top Tweeters in G10:
@reuters
@wef
@yahoo
@aftunion
@atlhawks
@jamalhbryant
@atlantafalcons
@who
@braves
@keetwit