ewarren, Twitter, 3/30/2021 11:24:03 PM, 251614


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ewarren_2021-03-30_04-34-09.xlsx
ewarren_2021-03-30_04-34-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 30, 2021
Short Description:
ewarren via NodeXL https://bit.ly/3doozCi
@ewarren
@noliewithbtc
@ifindkarma
@senschumer
@homelssmillionr
@arslanrpk501
@manifesto2000
@aoc
@eagle_ascending
@japamahatma

Top hashtags:
#thepromisedsaviour
#trump
#dv2021
#iran
#travelban
#interviewes
#cancelstudentdebt

Description:
Description
The graph represents a network of 7,712 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 Tuesday, 30 March 2021 at 11:42 UTC.

The requested start date was Tuesday, 30 March 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 5-day, 2-hour, 24-minute period from Wednesday, 24 March 2021 at 21:36 UTC to Tuesday, 30 March 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 : 7712
Unique Edges : 12848
Edges With Duplicates : 21697
Total Edges : 34545
Number of Edge Types : 5
MentionsInRetweet : 7929
Replies to : 3845
Retweet : 2902
Mentions : 19651
Tweet : 218
Self-Loops : 328
Reciprocated Vertex Pair Ratio : 0.014030126706183
Reciprocated Edge Ratio : 0.0276720115836328
Connected Components : 175
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 7437
Maximum Edges in a Connected Component : 34169
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.850534
Graph Density : 0.000313567646800847
Modularity : 0.365483
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7,712 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 Tuesday, 30 March 2021 at 11:42 UTC.

The requested start date was Tuesday, 30 March 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 5-day, 2-hour, 24-minute period from Wednesday, 24 March 2021 at 21:36 UTC to Tuesday, 30 March 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 : 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:
[80] https://twitter.com/ewarren/status/1374802402344374273
[55] https://twitter.com/ewarren/status/1372979566239703042
[45] https://twitter.com/ewarren/status/1374843030025474054
[25] https://en.wikipedia.org/wiki/Civil_Rights_Act_of_1964#Passage_in_the_Senate
[25] https://twitter.com/amazonnews/status/1375529101931520007
[23] https://twitter.com/amazonnews/status/1375247759414992897
[22] https://twitter.com/TonyRobbins?s=09
[22] https://twitter.com/DeepakChopra?s=09
[20] https://twitter.com/SenWarren/status/1375283617341968385
[17] https://twitter.com/ewarren/status/1376607558090305538

Top URLs in Tweet in G1:
[14] https://twitter.com/amazonnews/status/1375247759414992897
[14] https://twitter.com/SenWarren/status/1375283617341968385
[12] https://twitter.com/senwarren/status/1375283617341968385
[12] https://twitter.com/amazonnews/status/1375529101931520007
[12] https://twitter.com/ewarren/status/1372979566239703042
[9] https://twitter.com/kfairwrites/status/1376009839541768197
[5] https://www.cnn.com/2021/03/25/opinions/caregivers-essential-workers-protections-investment-warren/index.html
[5] https://elizabethwarren.com/plans/student-loan-debt-day-one
[5] https://twitter.com/ewarren/status/1374802402344374273
[5] https://twitter.com/senwarren/status/1375276181034045441

Top URLs in Tweet in G2:
[5] https://twitter.com/ewarren/status/1374802402344374273
[4] https://twitter.com/amazonnews/status/1375247759414992897
[4] https://twitter.com/Dvdaxo/status/1363564403719831559?s=20
[4] https://www.huffpost.com/entry/social-security-stimulus-payments-holdup-irs_n_605bae35c5b6531eed018de9
[2] https://twitter.com/apark_/status/1376523946145812484
[2] https://twitter.com/marcgunther/status/1376558395432562689
[2] https://blog.ssa.gov/commissioner-statement-on-economic-impact-payments/
[2] https://twitter.com/ewarren/status/1372979566239703042?s=20
[2] https://www.bizny.org/business/acomnews/kemp-fires-back-at-biden-nothing-jim-crow-about-georgia-law/
[2] https://www.bizny.org/business/acomnews/elizabeth-warren-claims-georgia-gov-kemp-is-sitting-in-stacey-abrams-chair/

Top URLs in Tweet in G3:
[6] https://twitter.com/DenmarkRepent/status/1375497869621260288?s=19
[2] http://content.time.com/time/subscriber/article/0,33009,829532,00.html
[2] https://twitter.com/ewarren/status/1374802402344374273
[1] https://twitter.com/thehill/status/1376637164302262274
[1] https://twitter.com/thehill/status/1376639567172923394
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dac-EJlBtA10%26t%3D222s&q=EgS4SO-bGK2ajIMGIhkA8aeDS4JhSn3ifamcdlsASYVgzRkSKWT9MgFy
[1] https://www.cnbc.com/2019/12/16/these-91-fortune-500-companies-didnt-pay-federal-taxes-in-2018.html
[1] https://twitter.com/DenmarkRepent/status/1376240878541361152?s=19
[1] https://twitter.com/RBReich/status/1376176103497293826?s=20
[1] https://studentloanjustice.org/pr3-3-21/

Top URLs in Tweet in G4:
[12] https://twitter.com/amazonnews/status/1375529101931520007
[4] https://twitter.com/SenWarren/status/1375283617341968385
[4] https://twitter.com/amazonnews/status/1375247759414992897
[2] https://nypost.com/2021/03/29/amazons-twitter-war-with-democrats-incited-by-jeff-bezos-report/
[2] https://trib.al/ieWzp4q
[2] https://www.boston.com/news/politics/2021/03/26/elizabeth-warren-spars-with-amazon-over-corporate-taxes-and-snotty-tweets?event=event51
[2] https://twitter.com/senwarren/status/1375283617341968385
[1] https://twitter.com/TodaYoshiro/status/1347208108603441153?s=19
[1] https://twitter.com/thehill/status/1376637164302262274
[1] https://trib.al/48bbxDG

Top URLs in Tweet in G5:
[25] https://en.wikipedia.org/wiki/Civil_Rights_Act_of_1964#Passage_in_the_Senate
[5] https://twitter.com/jasonoverstreet/status/1375114460231163913
[2] https://www.huffpost.com/entry/richest-1-percent-tax-dodge-20-percent-income-study_n_605fb7e4c5b6531eed058c98?ncid=engmodushpmg00000004
[2] https://twitter.com/exposingalec/status/1375292054062788611
[1] http://www.eracoalition.org
[1] https://twitter.com/ewarren/status/1234642867450191872?s=21
[1] https://twitter.com/ifindkarma/status/1234558822385012737?s=21
[1] https://twitter.com/tribelaw/status/1370003650072961026?s=21
[1] https://twitter.com/ewarren/status/1372979566239703042?s=21
[1] https://twitter.com/ifindkarma/status/1372066695519465472

Top URLs in Tweet in G6:
[2] https://thepowersblogging.com/
[2] https://twitter.com/msf_eastafrica/status/1374803824922218497
[1] https://www.aljazeera.com/news/2020/11/15/rockets-fired-from-ethiopias-tigray-region-hit-eritrean-capital
[1] https://www.youtube.com/watch?v=eB-REBEWFrA&feature=youtu.be

[1] https://twitter.com/martinplaut/status/1376155041376112640
[1] https://twitter.com/wallacemick/status/1375419822201274370
[1] https://twitter.com/martinplaut/status/1376155042428940294
[1] https://grahamlinehan.substack.com/p/aimee-challenor-and-nathaniel-knight?r=7vx45&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://twitter.com/kiflomcircus/status/1375631554324484098
[1] https://twitter.com/tigraytimes/status/1375570645061312515

Top URLs in Tweet in G7:
[16] https://www.youtube.com/watch?v=cGb7EXyFZkk&feature=youtu.be

[2] https://www.otcmarkets.com/otc-link/broker-dealer-directory/JANE
[2] http://counterfeitingstock.com/CounterfeitingStock.html
[2] https://twitter.com/TElyasM/status/1374900093451522048
[2] https://www.cnn.com/2021/03/24/investing/elizabeth-warren-janet-yellen-blackrock/index.html
[1] https://twitter.com/otchotstocks/status/1376636206394585091
[1] https://twitter.com/cooltigerx/status/1375226955885391873
[1] https://twitter.com/dan4dean/status/1375254180932120577
[1] https://www.wsj.com/articles/japans-nomura-says-u-s-client-owes-it-2-billion-shares-fall-15-11616992085?reflink=desktopwebshare_twitter
[1] https://twitter.com/thehill/status/1375957305209012229

Top URLs in Tweet in G8:
[2] http://www.amazon.com/HEARTBEATS-Book-Wisdom-Ron-Flemming/dp/1414052901/ref=sr_1_1?ie=UTF8&qid=1427146236&sr=8-1&keywords=heartbeats+book+of+wisdom
[2] https://www.youtube.com/watch?v=6RBJ1POwaRA&feature=youtu.be

[1] https://mobile.twitter.com/JapaMahatma/status/1355341797313175558
[1] https://www.nationofchange.org/2021/03/27/voting-rights-is-democracy/
[1] https://secure.actblue.com/features
[1] https://twitter.com/intifada/status/1375599276483575812
[1] https://twitter.com/UNSNUK/status/1374700468648210435
[1] https://www.youtube.com/watch?v=smx-Sk3PzzI&feature=youtu.be

[1] https://twitter.com/Garyatty/status/1375293845265469445
[1] https://www.youtube.com/watch?v=gptkiMWj3Ko&feature=youtu.be


Top URLs in Tweet in G9:
[2] https://twitter.com/kidfears99/status/1375785562674761730
[1] https://twitter.com/washingtonpost/status/1376584834353672194
[1] https://twitter.com/jilevin/status/1375857252087791618
[1] https://twitter.com/BidenTracking/status/1376323217309237250
[1] https://www.washingtonpost.com/news/made-by-history/wp/2018/06/04/american-medicine-was-built-on-the-backs-of-slaves-and-it-still-affects-how-doctors-treat-patients-today/
[1] https://secure.givelively.org/teams/the-giving-back-fund-inc/mental-wealth-alliance/gutbrainaxis101
[1] https://www.reuters.com/article/us-health-coronavirus-usa-stimulus-idUSKBN23M2XD
[1] https://twitter.com/amazonnews/status/1375529101931520007
[1] https://twitter.com/amazonnews/status/1375247759414992897

Top URLs in Tweet in G10:
[1] https://twitter.com/DoYouEvenLif/status/1376346613497659392
[1] https://twitter.com/MaryMargOlohan/status/1375532315183616003
[1] https://www.pscp.tv/w/1YqGoyLBBlMxv
[1] https://twitter.com/SenSanders/status/1375100005086810113?s=20
[1] https://twitter.com/ericgarland/status/1375407953042407424
[1] https://www.nbcnews.com/tech/tech-news/zuckerberg-calls-changes-techs-section-230-protections-rcna486
[1] https://twitter.com/jmbooyah/status/1374743330672709632
[1] https://twitter.com/bluestein/status/1375224814147895298
[1] https://phys.org/news/2021-03-ancient-maya-houses-wealth-inequality.html

Top Domains
Top Domains in Tweet in Entire Graph:
[919] twitter.com
[36] youtube.com
[30] wikipedia.org
[21] google.com
[18] cnn.com
[14] elizabethwarren.com
[11] trib.al
[10] washingtonpost.com
[9] huffpost.com
[8] yahoo.com

Top Domains in Tweet in G1:
[225] twitter.com
[11] elizabethwarren.com
[10] google.com
[9] cnn.com
[6] senate.gov
[3] vox.com
[3] youtube.com
[3] washingtonpost.com
[2] npr.org
[2] bit.ly

Top Domains in Tweet in G2:
[215] twitter.com
[11] youtube.com
[4] tiktok.com
[4] thehill.com
[4] bizny.org
[4] huffpost.com
[3] cbsnews.com
[3] google.com
[2] facebook.com
[2] ssa.gov

Top Domains in Tweet in G3:
[16] twitter.com
[2] time.com
[1] google.com
[1] cnbc.com
[1] studentloanjustice.org
[1] washingtonpost.com

Top Domains in Tweet in G4:
[37] twitter.com
[11] trib.al
[2] nypost.com
[2] washingtonpost.com
[2] nytimes.com
[2] boston.com
[1] consortiumnews.com
[1] theamericanconservative.com
[1] vice.com
[1] google.com

Top Domains in Tweet in G5:
[31] twitter.com
[26] wikipedia.org
[3] huffpost.com
[1] eracoalition.org
[1] elizabethwarren.com
[1] politico.com
[1] rawstory.com
[1] yahoo.com
[1] congress.gov

Top Domains in Tweet in G6:
[11] twitter.com
[2] thepowersblogging.com
[1] aljazeera.com
[1] youtube.com
[1] substack.com
[1] tiktok.com
[1] cbsnews.com

Top Domains in Tweet in G7:
[21] twitter.com
[16] youtube.com
[2] otcmarkets.com
[2] counterfeitingstock.com
[2] cnn.com
[1] wsj.com
[1] sec.report
[1] goodjobsfirst.org
[1] marketrealist.com
[1] sec.gov

Top Domains in Tweet in G8:
[4] twitter.com
[4] youtube.com
[2] amazon.com
[1] nationofchange.org
[1] actblue.com

Top Domains in Tweet in G9:
[7] twitter.com
[1] washingtonpost.com
[1] givelively.org
[1] reuters.com

Top Domains in Tweet in G10:
[6] twitter.com
[1] pscp.tv
[1] nbcnews.com
[1] phys.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] thepromisedsaviour
[60] trump
[59] dv2021
[59] iran
[59] travelban
[59] interviewes
[27] cancelstudentdebt
[22] eidl
[22] equalpayday
[19] endthefilibusternow



Top Hashtags in Tweet in G1:
[49] thepromisedsaviour
[13] proact
[12] abctest
[9] equalpayday
[9] endthefilibusternow
[7] warrendemocrat
[6] billionairetears
[6] hr1
[5] lfg
[5] paydaylenders

Top Hashtags in Tweet in G2:
[15] cancelstudentdebt
[12] loveisnottourism
[11] fireandrewsaul
[8] tigray
[6] independentinvstigation
[6] gumuz
[6] oromia
[6] kemant
[6] tigraygenocide
[5] trans

Top Hashtags in Tweet in G3:
[22] eidl
[4] cancelstudentdebt
[4] retroactiveunemployment
[3] reformthefilibuster
[2] covid19
[2] endthefilibuster
[2] ssi
[2] ssdi
[1] biz
[1] congress

Top Hashtags in Tweet in G4:
[3] amazon
[2] twitter
[2] unions
[2] amazonunions
[2] workers
[1] studentloans
[1] poverty
[1] whiteprivilege
[1] rtitbot
[1] retweet

Top Hashtags in Tweet in G5:
[4] filibuster
[3] eranow
[3] hr1
[3] alec
[3] constitution
[2] filibusterfriday
[2] amendments
[1] section304
[1] filibusterorvotingrights
[1] americaneedswarren

Top Hashtags in Tweet in G6:
[5] tigraygenocide
[4] draafiasiddiqui
[2] womenleaders
[2] ethiopia
[2] familiesbelongtogether
[2] reopenushavembassy
[2] weaponizedrape
[2] tripswaiver
[1] womenshistorymonth
[1] tigray

Top Hashtags in Tweet in G7:
[18] stopjane
[18] stopcitadel
[7] secdoyourjob
[3] amc
[2] berniesanders
[2] joebiden
[2] kamalaharris
[2] stoptheshorts
[2] saveamc
[1] bitcoins

Top Hashtags in Tweet in G8:
[59] dv2021
[59] iran
[59] travelban
[59] trump
[59] interviewes
[2] open_embassies
[2] blm
[1] bouldercolorado
[1] blacklivesmatter
[1] stopaapihate

Top Hashtags in Tweet in G9:
[2] spenddatcash
[1] hateinarizonathrupsychiatry
[1] bigpharmacomplicitinhidingtruth
[1] establishmaintain
[1] recruitmentstart
[1] look4meonthewhirlwinds
[1] gokarmago
[1] welovenaturaldisasters
[1] sewermanagementmatters
[1] hateiscostly

Top Hashtags in Tweet in G10:
[1] neoprogressive
[1] epstein
[1] alabama
[1] rt
[1] taxtherich
[1] breakupfbnow

Top Words
Top Words in Tweet in Entire Graph:
[6325] ewarren
[1198] senschumer
[714] filibuster
[698] noliewithbtc
[690] aoc
[647] potus
[615] people
[535] vp
[491] speakerpelosi
[483] biden

Top Words in Tweet in G1:
[2687] ewarren
[385] filibuster
[283] sen
[197] people
[197] nowthisnews
[181] stinks
[148] time
[127] love
[124] more
[120] makes

Top Words in Tweet in G2:
[1211] ewarren
[529] potus
[471] vp
[464] speakerpelosi
[456] senschumer
[438] aoc
[368] sensanders
[292] berniesanders
[214] maddow
[195] joebiden

Top Words in Tweet in G3:
[713] senschumer
[683] noliewithbtc
[416] student
[406] debt
[394] biden
[393] 000
[383] joe
[373] ewarren
[372] forgive
[370] 50

Top Words in Tweet in G4:
[583] ewarren
[202] dcexaminer
[192] amazon
[182] amazonnews
[170] people
[161] sen
[150] mean
[147] threatening
[147] use
[145] position

Top Words in Tweet in G5:
[392] ewarren
[300] ifindkarma
[254] rights
[166] senate
[166] jasonoverstreet
[162] hr1
[158] filibuster
[155] before
[153] voting
[152] sitting

Top Words in Tweet in G6:
[82] ewarren
[45] potus
[37] secblinken
[36] borisjohnson
[34] mbachelet
[31] chriscoons
[31] flotus
[30] josepborrellf
[30] intlcrimcourt
[29] jakejsullivan

Top Words in Tweet in G7:
[217] ewarren
[181] homelssmillionr
[147] sec_enforcement
[137] senwarren
[102] jane
[86] sdnynews
[79] stocks
[70] invest
[67] day
[66] 10

Top Words in Tweet in G8:
[61] usembassyturkey
[60] usembarmenia
[59] #dv2021
[59] #iran
[59] still
[59] behind
[59] #travelban
[59] #trump
[59] pls
[59] begin

Top Words in Tweet in G9:
[123] ewarren
[75] lissssawalker
[32] katieporteroc
[27] know
[17] kylegriffin1
[17] bailey
[14] money
[14] went
[14] ayannapressley
[13] eviebauer727

Top Words in Tweet in G10:
[46] ewarren
[20] thehill
[16] secyellen
[14] berniesanders
[14] aoc
[13] billgates
[11] mmflint
[11] rich
[10] vp
[9] end

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[659] noliewithbtc,senschumer
[407] senschumer,ewarren
[402] joe,biden
[393] student,debt
[377] 50,000
[370] forgive,50
[370] 000,student
[370] flick,pen
[368] senschumer,joe
[368] biden,forgive

Top Word Pairs in Tweet in G1:
[185] ewarren,filibuster
[181] filibuster,stinks
[177] sen,ewarren
[105] history,filibuster
[104] mitch,mcconnell
[100] ewarren,breaks
[99] breaks,down
[98] makes,sense
[96] sense,sen
[96] down,history

Top Word Pairs in Tweet in G2:
[234] potus,vp
[113] vp,sensanders
[112] maddow,msnbc
[109] msnbc,ewarren
[109] ewarren,senbobcasey
[108] sensanders,maddow
[108] senbobcasey,irsnews
[107] ghostson420,potus
[106] potus,flotus
[104] speakerpelosi,senschumer

Top Word Pairs in Tweet in G3:
[651] noliewithbtc,senschumer
[382] joe,biden
[370] student,debt
[369] 50,000
[365] flick,pen
[364] forgive,50
[364] 000,student
[363] senschumer,joe
[363] biden,forgive
[363] debt,flick

Top Word Pairs in Tweet in G4:
[161] sen,ewarren
[140] threatening,use
[140] punish,people
[140] people,mean
[139] ewarren,quite
[139] quite,clearly
[139] clearly,threatening
[139] use,position
[139] position,federal
[139] federal,government

Top Word Pairs in Tweet in G5:
[153] voting,rights
[152] hr1,sitting
[152] sitting,before
[152] before,senate
[152] senate,expands
[152] expands,voting
[152] rights,reforms
[152] reforms,campaign
[152] campaign,finance
[152] finance,laws

Top Word Pairs in Tweet in G6:
[28] borisjohnson,janezlenarcic
[28] janezlenarcic,intlcrimcourt
[28] intlcrimcourt,filippograndi
[28] nrc_egeland,jakejsullivan
[27] secblinken,chriscoons
[27] chriscoons,senatedems
[27] senatedems,davidaltonhl
[27] davidaltonhl,senbooker
[27] senbooker,ewarren
[27] ewarren,josepborrellf

Top Word Pairs in Tweet in G7:
[110] ewarren,senwarren
[70] sec_enforcement,ewarren
[65] stocks,run
[65] run,grow
[65] grow,organically
[65] organically,invest
[65] invest,10
[65] 10,minutes
[65] minutes,day
[65] day,circulate

Top Word Pairs in Tweet in G8:
[60] usembassyturkey,usembarmenia
[59] #dv2021,#iran
[59] #iran,still
[59] still,behind
[59] behind,#travelban
[59] #travelban,#trump
[59] #trump,pls
[59] pls,begin
[59] begin,#interviewes
[59] #interviewes,usembassyturkey

Top Word Pairs in Tweet in G9:
[73] lissssawalker,ewarren
[19] ewarren,katieporteroc
[13] eviebauer727,kylegriffin1
[13] kylegriffin1,know
[13] know,84
[13] 84,billion
[13] billion,blocked
[13] blocked,oversight
[13] oversight,know
[13] know,money

Top Word Pairs in Tweet in G10:
[10] thehill,berniesanders
[6] berniesanders,aoc
[6] aoc,repjayapal
[6] secyellen,ewarren
[5] ewarren,thehill
[5] repjayapal,repkatieporter
[5] berniesanders,vp
[5] vp,aoc
[5] coribush,elonmusk
[5] elonmusk,fshakir

Top Replied-To
Top Replied-To in Entire Graph:
@ewarren
@noliewithbtc
@lissssawalker
@reppressley
@amazonnews
@alderlaneeggs
@potus
@dcexaminer
@senwarren
@homelssmillionr

Top Replied-To in G1:
@ewarren
@alderlaneeggs
@harrisonbecker7
@nowthisnews
@elblogan
@helenhs
@gerroldwilliams
@trustmehahaha
@aprilglick
@marcograndi83

Top Replied-To in G2:
@ewarren
@reppressley
@potus
@nazirah_raja
@fritschsj
@senschumer
@joebiden
@whoarlene
@j_d_guest
@mopshell

Top Replied-To in G3:
@noliewithbtc
@ewarren
@sirjester099
@tylerhardwick1
@swaggyz33
@owain_wn14
@remoteonline
@dugp5
@radical_cee
@artiefonzarelli

Top Replied-To in G4:
@amazonnews
@dcexaminer
@devincow
@ewarren
@senwarren
@terryhclay
@b_huseman
@l_t_g_
@industryskeptic
@gjsnuggle

Top Replied-To in G5:
@jasonoverstreet
@ifindkarma
@ewarren
@sonja_ann
@senschumer
@lisabickartist
@madelinetriebw3
@dee_wi3
@therecount
@corteric7

Top Replied-To in G6:
@kalafri7890
@ewarren
@sally_keeble
@potus
@secblinken
@matthewstoller
@brinnium
@erythreansea
@statedept
@nadratsiddique

Top Replied-To in G7:
@homelssmillionr
@davidskylarkk
@hesterpeirce
@ewarren
@sec_enforcement
@og_tigress
@g_ham27
@orlandodventur
@nolil9
@telyasm

Top Replied-To in G8:
@theview
@stefanturk
@drkatraphael
@wes_206
@rudraaaaaaaaa
@kansasdol
@joyannreid
@tbolouki
@sensanders
@camanpour

Top Replied-To in G9:
@lissssawalker
@iamnehawasnik
@mindmasterzone
@jossievalentin
@senbooker
@thehill
@notwalkingduped
@kylegriffin1
@eviebauer727
@alufkwabenabey

Top Replied-To in G10:
@ewarren
@thehill
@billgates
@fedchairpow
@hammsanchez
@nygovcuomo
@secyellen
@danrather
@omarjimenez
@arba_gugu

Top Mentioned
Top Mentioned in Entire Graph:
@ewarren
@senschumer
@aoc
@potus
@noliewithbtc
@vp
@speakerpelosi
@sensanders
@berniesanders
@senwarren

Top Mentioned in G1:
@ewarren
@nowthisnews
@aoc
@nbcsnl
@helenhs
@zerohedge
@len0killer
@alderlaneeggs
@gop
@jane24477

Top Mentioned in G2:
@ewarren
@potus
@vp
@speakerpelosi
@senschumer
@aoc
@sensanders
@berniesanders
@maddow
@msnbc

Top Mentioned in G3:
@senschumer
@noliewithbtc
@ewarren
@remoteonline
@sirjester099
@senjackyrosen
@senatorcardin
@johncornyn
@nydiavelazquez
@joncoopertweets

Top Mentioned in G4:
@ewarren
@dcexaminer
@amazonnews
@amazon
@senwarren
@becketadams
@jeffbezos
@mmasnick
@davehclark
@sensanders

Top Mentioned in G5:
@ewarren
@ifindkarma
@jasonoverstreet
@hnh1957
@darbytl
@donnacrumpler1
@trevornoah
@thedailyshow
@senwarren
@al_clark71

Top Mentioned in G6:
@ewarren
@potus
@secblinken
@borisjohnson
@mbachelet
@flotus
@chriscoons
@josepborrellf
@intlcrimcourt
@jakejsullivan

Top Mentioned in G7:
@ewarren
@homelssmillionr
@sec_enforcement
@senwarren
@sdnynews
@hesterpeirce
@aoc
@secyellen
@sd
@attorneygeneral

Top Mentioned in G8:
@usembassyturkey
@usembarmenia
@ewarren
@tbolouki
@hoszimi
@whoopigoldberg
@joyvbehar
@sarahaines
@sunny
@ananavarro

Top Mentioned in G9:
@ewarren
@katieporteroc
@kylegriffin1
@ayannapressley
@aoc
@eviebauer727
@potus
@whipclyburn
@senwarren
@repkatieporter

Top Mentioned in G10:
@ewarren
@secyellen
@thehill
@berniesanders
@aoc
@mmflint
@vp
@billgates
@bobb92163032
@coribush

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@delta
@independent
@joni_looking
@mharvey816
@myplace4u
@dgendvil
@thehill
@mayirmamay14
@roylmurry425

Top Tweeters in G1:
@mharvey816
@dgendvil
@mayirmamay14
@marthalynneowe1
@betterw05759703
@docwashburn
@jjj5819
@brontyman
@sar_oso
@iflck

Top Tweeters in G2:
@shirley10090505
@actualidadrt
@reuters
@business
@cotey_mary
@guardian
@wellness4you13
@free_media_hub
@antarianrani
@julieroot4

Top Tweeters in G3:
@denniskoch10
@cnbsnana
@chholte
@jayoung1892
@cberrl
@baronianconsult
@debsomewhere
@jeannie_hartley
@boris3324
@debbie_dease

Top Tweeters in G4:
@myplace4u
@roylmurry425
@justiceoutcry
@vedehimajumdar
@troubleddays
@dcexaminer
@nypost
@momsthoughts
@radiofreetom
@tweetwen115

Top Tweeters in G5:
@joni_looking
@pollsstar
@79topper
@ecclesias
@johangreg
@itswanda
@huffpost
@sallyagale
@artis_elemental
@aworldoutofmind

Top Tweeters in G6:
@independent
@dailymirror
@thesun
@bbcnews
@connielnash
@dwnews
@ap
@ft
@ajenglish
@afp

Top Tweeters in G7:
@rolandsmartin
@wsj
@algierslady
@kattompkins
@foxbusiness
@markets
@kenr0966
@mangalassery
@nellb10522733
@chriscuomo

Top Tweeters in G8:
@delta
@washingtonpost
@japamahatma
@unsnuk
@cocacola
@chicagotribune
@csgazette
@joyannreid
@joemygod
@colospringsnews

Top Tweeters in G9:
@carlyinnj
@pecunium
@thinkkimthink
@carmenr1carmen
@rralstonagile
@_ben_franklin1
@gemini6ice
@tazarae20
@darlenesmith02
@introvertgay

Top Tweeters in G10:
@thehill
@chrisgeidner
@chrislhayes
@rexchapman
@people4bernie
@elizrael
@ddale8
@vegas
@fightfor15
@mehdirhasan


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