ewarren, Twitter, 11/30/2021 11:48:02 PM, 267293


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ewarren_2021-11-30_05-52-02.xlsx
ewarren_2021-11-30_05-52-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
ewarren via NodeXL https://bit.ly/3ln9JB6
@ewarren
@saragonzalestx
@antonioangelo21
@kevin_speyside
@freedomwillwork
@georgemataev
@michael28831891
@ronjflemming
@jbarro
@jason

Top hashtags:
#tigraygenocide
#cancelstudentdebt
#tigraymassarrests
#freeassangenow
#msc

Description:
Description
The graph represents a network of 6,627 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 November 2021 at 13:58 UTC.

The requested start date was Tuesday, 30 November 2021 at 01:01 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, 4-hour, 57-minute period from Friday, 26 November 2021 at 17:47 UTC to Monday, 29 November 2021 at 22:44 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 : 6627
Unique Edges : 8138
Edges With Duplicates : 15185
Total Edges : 23323
Number of Edge Types : 5
MentionsInRetweet : 5470
Retweet : 2580
Replies to : 4313
Mentions : 10468
Tweet : 492
Self-Loops : 569
Reciprocated Vertex Pair Ratio : 0.0229439055250949
Reciprocated Edge Ratio : 0.0448585800280366
Connected Components : 404
Single-Vertex Connected Components : 321
Maximum Vertices in a Connected Component : 6029
Maximum Edges in a Connected Component : 22505
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.194291
Graph Density : 0.000276175389659631
Modularity : 0.388236
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,627 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 November 2021 at 13:58 UTC.

The requested start date was Tuesday, 30 November 2021 at 01:01 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, 4-hour, 57-minute period from Friday, 26 November 2021 at 17:47 UTC to Monday, 29 November 2021 at 22:44 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:
[162] https://twitter.com/ewarren/status/1464288689383690251
[132] https://twitter.com/ewarren/status/1463984293877891075
[97] https://twitter.com/ewarren/status/1464636547148521479
[66] https://twitter.com/ewarren/status/1465051915570630659
[32] https://twitter.com/nypost/status/1464737559733575683
[24] https://twitter.com/ewarren/status/1215076490351607809
[16] https://twitter.com/ewarren/status/1465337261558484995
[14] https://twitter.com/ewarren/status/1465384777478029319
[13] https://twitter.com/ewarren/status/1463159545656758281
[7] https://nypost.com/2021/11/27/canadian-indigenous-health-expert-carrie-bourassa-fired-for-faking-heritage/

Top URLs in Tweet in G1:
[27] https://twitter.com/nypost/status/1464737559733575683
[9] https://twitter.com/ewarren/status/1464636547148521479
[8] https://twitter.com/ewarren/status/1465051915570630659
[8] https://twitter.com/ewarren/status/1464288689383690251
[6] https://www.washingtonpost.com/opinions/2021/04/27/so-you-want-tax-rich-okay-lets-start-with-harvard/
[6] https://twitter.com/ewarren/status/1463984293877891075
[5] https://twitter.com/Hossein_HB_1987/status/1464547596773515270?s=20
[5] https://www.reuters.com/business/energy/us-senator-warren-raises-concerns-over-natural-gas-prices-energy-companies-2021-11-23/
[5] https://nypost.com/2021/11/27/canadian-indigenous-health-expert-carrie-bourassa-fired-for-faking-heritage/
[4] https://nypost.com/2021/11/27/canadian-indigenous-health-expert-carrie-bourassa-fired-for-faking-heritage/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons

Top URLs in Tweet in G2:
[14] https://twitter.com/ewarren/status/1464636547148521479
[5] https://twitter.com/nypost/status/1464737559733575683
[4] https://twitter.com/ewarren/status/1465384777478029319
[4] https://twitter.com/ewarren/status/1465051915570630659
[2] https://pulldemocracy.vote/
[2] https://angrybearblog.com/2021/11/freeing-students-of-loan-debt-a-conversation?fbclid=IwAR1jGRbej589dJvbWGgJUAtLvlGpIL8KPYRbai4CGn1CEAuKm0iicq2zXBM
[2] https://angrybearblog.com/2021/11/freeing-students-of-loan-debt-a-conversation
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2Ffitxcenbiobreed%2Fpermalink%2F4154484954663901%2F
[2] https://twitter.com/ewarren/status/1464288689383690251
[2] https://www.youtube.com/watch?v=kVOTPAxrrP4&feature=youtu.be


Top URLs in Tweet in G3:
[4] https://twitter.com/ewarren/status/1463984293877891075
[1] https://twitter.com/ewarren/status/1464288689383690251
[1] https://twitter.com/ewarren/status/1463894297187696651

Top URLs in Tweet in G4:
[104] https://twitter.com/ewarren/status/1464288689383690251
[72] https://twitter.com/ewarren/status/1463984293877891075
[50] https://twitter.com/ewarren/status/1464636547148521479
[41] https://twitter.com/ewarren/status/1465051915570630659
[18] https://twitter.com/ewarren/status/1215076490351607809
[13] https://twitter.com/ewarren/status/1465337261558484995
[7] https://twitter.com/ewarren/status/1465384777478029319
[6] https://twitter.com/ewarren/status/1463159545656758281
[4] https://twitter.com/ewarren/status/1463894297187696651
[2] https://www.olivercoins.com/

Top URLs in Tweet in G5:
[2] https://twitter.com/catspoor7/status/1464628905286029315
[1] https://twitter.com/benFranklin2018/status/1462957494792294404
[1] https://twitter.com/waltshaub/status/1465008033533243404
[1] https://twitter.com/BlackVotersMtr/status/1465365222689067010
[1] https://twitter.com/TedS9146/status/1465366429025255425
[1] https://twitter.com/BlackVotersMtr/status/1465334982126284804
[1] https://twitter.com/Hobie_SHRED/status/1465329938421071883
[1] https://twitter.com/DeanObeidallah/status/1465320589888004098
[1] https://twitter.com/CortezMasto/status/1465032751845986312
[1] https://twitter.com/Hobie_SHRED/status/1465005084832460800

Top URLs in Tweet in G6:
[2] https://www.simplypsychology.org/maslow.html
[2] https://twitter.com/ewarren/status/1464636547148521479
[1] https://johnhenryus.substack.com/p/federal-taxes-dont-fund-federal-spending
[1] https://www.businessinsider.in/international/news/china-overtakes-us-as-the-richest-country-in-the-world/articleshow/87736126.cms?utm_source=copy-link&utm_medium=referral&utm_campaign=Click_through_social_share
[1] https://twitter.com/futuredude/status/1465016787234443275
[1] https://twitter.com/dlacalle_IA/status/1464328379130335237
[1] https://www.truedelta.com/Ford-Fiesta/mpg-301
[1] https://www.statista.com/topics/5920/minimum-wage-in-the-united-states/#topicHeader__wrapper
[1] https://www.nytimes.com/1988/04/13/garden/service-charges-gain-as-tips-are-taxed.html
[1] https://twitter.com/laziestofdans/status/1454211545743847425

Top URLs in Tweet in G7:
[1] https://bdsa.us/DayOfSolidarity
[1] https://www.gofundme.com/f/help-support-a-shattered-life?utm_campaign=p_cp+share-sheet&utm_medium=social&utm_source=twitter
[1] https://twitter.com/Renew_Concord/status/1465356557097517064
[1] https://twitter.com/davidhogg111/status/1465056475487875075
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fevents%2F438928887847785
[1] https://twitter.com/gdad1/status/1464626014919831552
[1] https://twitter.com/marklevinenyc/status/1464764545378004998
[1] https://twitter.com/bobberhutt/status/1464589502572371969
[1] https://n-magazine.com/island-community-mobilizes-to-feed-visiting-state-troopers-secret-service-on-thanksgiving/?fbclid=IwAR0GzMUx0GatJgBCj90X4q15VAE52e9J2SVihVMMoil3hsodSWZJJBbVazU
[1] http://www.change.org/p/free-julian-assange-before-it-s-too-late-stop-usa-extradition

Top URLs in Tweet in G8:
[6] https://twitter.com/ewarren/status/1464636547148521479
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=82c43d1d-4c4d-11ec-bee6-6e63556b7771&url=L25ld3MvZmVhdHVyZXMvMjAyMS0xMS0yMi9tZWRpY2FsLWRlYnQtY29sbGVjdGlvbi10YWN0aWNzLWRpc3Byb3BvcnRpb25hdGVseS1oaXQtYmxhY2stYW1lcmljYW5z
[1] https://www.youtube.com/watch?v=FktgQviU3gk&feature=youtu.be

[1] https://www.youtube.com/watch?v=REbrKOjsG2A

[1] https://twitter.com/JamesRobichaux/status/1464684776221249543?s=20
[1] https://medium.com/@iamchrisgrounds/the-myth-of-taxpayer-money-f90abdd3c5be
[1] https://twitter.com/StudentLoanJus1/status/1464925578444820480?t=NUpJ22plHAFQHp1G1la2Rw&s=19
[1] https://www.forbes.com/sites/rhockett/2021/01/19/what-backs-the-dollar-easy-production/?sh=e0ae1486556d
[1] https://twitter.com/ewarren/status/1464288689383690251
[1] https://www.brookings.edu/research/student-loans-the-racial-wealth-divide-and-why-we-need-full-student-debt-cancellation/

Top URLs in Tweet in G9:
[1] https://twitter.com/TodaYoshiro/status/1420920968558440450?t=3_eWN8SUOYyketOQpQ8Q5g&s=19
[1] https://twitter.com/bjacksonwrites/status/1464931290738794497
[1] https://twitter.com/thehill/status/1465111536008052741
[1] https://twitter.com/BobySiratsamy/status/1464362644786356225
[1] https://twitter.com/EnesKanter/status/1462436700232327169

Top URLs in Tweet in G10:
[1] https://twitter.com/natankibrom/status/1464824200623837192
[1] https://twitter.com/martinplaut/status/1463914760051859462
[1] https://twitter.com/martinplaut/status/1464174044845064193
[1] https://twitter.com/translateet/status/1465010560492257280
[1] https://twitter.com/hodgesjoanne/status/1464395508617826308
[1] https://twitter.com/rabdianalyst/status/1465017076721098752
[1] https://twitter.com/aa_tze/status/1464384760067899396

Top Domains
Top Domains in Tweet in Entire Graph:
[807] twitter.com
[16] youtube.com
[14] nypost.com
[7] washingtonpost.com
[5] reuters.com
[5] mit.edu
[4] theverge.com
[4] angrybearblog.com
[4] facebook.com
[4] medium.com

Top Domains in Tweet in G1:
[128] twitter.com
[11] nypost.com
[8] youtube.com
[7] washingtonpost.com
[5] mit.edu
[5] reuters.com
[4] theverge.com
[3] taxfoundation.org
[3] cnbc.com
[3] blogspot.com

Top Domains in Tweet in G2:
[115] twitter.com
[5] youtube.com
[4] angrybearblog.com
[2] pulldemocracy.vote
[2] businessinsider.com
[2] yahoo.com
[2] facebook.com
[1] pjmedia.com
[1] nbcnews.com
[1] aol.com

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

Top Domains in Tweet in G4:
[323] twitter.com
[2] olivercoins.com
[2] target.com
[1] epi.org
[1] foxnews.com
[1] wsj.com

Top Domains in Tweet in G5:
[24] twitter.com
[3] google.com

Top Domains in Tweet in G6:
[7] twitter.com
[2] simplypsychology.org
[1] substack.com
[1] businessinsider.in
[1] truedelta.com
[1] statista.com
[1] nytimes.com
[1] aaa.com
[1] ssa.gov
[1] energy.gov

Top Domains in Tweet in G7:
[6] twitter.com
[2] change.org
[2] rootsaction.org
[1] bdsa.us
[1] gofundme.com
[1] facebook.com
[1] n-magazine.com
[1] popularresistance.org
[1] dontextraditeassange.com
[1] diem25.org

Top Domains in Tweet in G8:
[10] twitter.com
[2] youtube.com
[1] bloomberg.com
[1] medium.com
[1] forbes.com
[1] brookings.edu

Top Domains in Tweet in G9:
[5] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[104] tigraygenocide
[72] cancelstudentdebt
[66] tigraymassarrests
[54] freeassangenow
[51] msc
[28] purplepower
[21] buildbackbetter
[20] recon
[19] gillibrandamendment
[18] uap



Top Hashtags in Tweet in G1:
[14] uap
[14] gillibrandamendment
[12] cancelstudentdebt
[4] naturalgas
[3] buildbackbetter
[3] bitcoin
[3] inflation
[3] nomore
[3] nomoresupportingterrorists
[3] nomoreneocolonialism

Top Hashtags in Tweet in G2:
[51] msc
[42] cancelstudentdebt
[28] purplepower
[20] recon
[17] seats4stimulus
[17] buildbackbetter
[7] cancelmedicaldebt
[6] dairy
[5] gillibrandamendment
[5] fourthstimulus

Top Hashtags in Tweet in G4:
[4] cancelstudentdebt
[4] taxtherich
[2] raisethewage
[2] corporations
[1] globally
[1] economic
[1] family
[1] yuck
[1] releasezakirsahito
[1] unionstrong

Top Hashtags in Tweet in G5:
[13] horse
[13] usa
[2] equalrightsamendment
[1] hr3355
[1] s2732
[1] wildhorses
[1] horses
[1] burros
[1] banhorseslaughter
[1] veganism

Top Hashtags in Tweet in G6:
[1] winner
[1] fightfor60
[1] smh
[1] raisethewage
[1] zeroprinciples
[1] hypocrisy
[1] gimmegimmegimme
[1] societalparasites
[1] terminallyignorant
[1] delusional

Top Hashtags in Tweet in G7:
[53] freeassangenow
[6] mapoli
[5] freepalestine
[2] julian
[2] freejulianassange
[2] transition
[2] votegreen
[2] fossilfuel
[2] unions
[2] carbon

Top Hashtags in Tweet in G8:
[18] make1984fictionagain
[17] democratizationviadecentralization
[11] cancelstudentdebt
[3] personalresponsibility
[2] cancelmedicaldebt
[1] capitalism
[1] universalchildcare
[1] rebate
[1] wheresmycookie
[1] goldenrule

Top Hashtags in Tweet in G9:
[1] enoughisenough
[1] soulofjc

Top Hashtags in Tweet in G10:
[100] tigraygenocide
[65] tigraymassarrests
[7] axummassacre
[5] 1yearaxummassacre
[3] tdf
[2] tigray
[2] mariamdengelatmassacre
[2] humeramassacre
[1] 16days
[1] westerntigray

Top Words
Top Words in Tweet in Entire Graph:
[5444] ewarren
[653] country
[643] people
[546] nope
[533] saragonzalestx
[497] pay
[406] need
[400] make
[393] potus
[393] more

Top Words in Tweet in G1:
[2850] ewarren
[270] pay
[222] taxes
[197] tax
[190] people
[177] more
[168] make
[160] money
[159] 15
[123] marshmallows

Top Words in Tweet in G2:
[553] ewarren
[221] potus
[176] need
[143] people
[141] senschumer
[133] aoc
[127] speakerpelosi
[104] berniesanders
[104] vp
[103] congress

Top Words in Tweet in G3:
[527] nope
[527] saragonzalestx
[526] country
[3] ewarren

Top Words in Tweet in G4:
[25] make
[24] 15
[21] people
[21] hour
[20] marshmallows
[19] debt
[17] more
[17] pay
[15] know
[14] country

Top Words in Tweet in G5:
[286] ewarren
[197] senschumer
[187] amyklobuchar
[174] senatordurbin
[174] sensanders
[173] sherrodbrown
[155] ekbmary
[131] keep
[131] senate
[128] session

Top Words in Tweet in G6:
[609] ewarren
[137] wage
[110] northstar1956
[82] 15
[73] minimum
[71] living
[69] people
[63] pay
[61] make
[57] hour

Top Words in Tweet in G7:
[92] boston
[67] palestinian
[65] solidarity
[65] people
[62] international
[62] day
[58] ewarren
[58] assangeboston
[54] action
[53] #freeassangenow

Top Words in Tweet in G8:
[595] ewarren
[171] debt
[120] samdu
[110] student
[101] pay
[93] people
[85] money
[84] loans
[78] fedupjersey
[77] college

Top Words in Tweet in G9:
[52] ewarren
[41] jeffbezos
[37] aoc
[35] potus
[35] vp
[35] amazon
[34] elonmusk
[33] sensanders
[33] barackobama
[32] michelleobama

Top Words in Tweet in G10:
[100] #tigraygenocide
[77] potus
[69] ungeneva
[66] usambun
[65] #tigraymassarrests
[52] secblinken
[49] tigrawyeti1
[45] chriscoons
[41] ewarren
[39] yes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[533] nope,country
[531] saragonzalestx,nope
[206] ewarren,sensanders
[194] senschumer,amyklobuchar
[183] amyklobuchar,senatordurbin
[183] senatordurbin,ewarren
[182] sensanders,sherrodbrown
[142] voting,rights
[138] keep,senate
[130] senate,session

Top Word Pairs in Tweet in G1:
[68] briangerard13,ewarren
[62] marshmallows,fire
[61] set,marshmallows
[60] success,year
[60] year,set
[59] ewarren,right
[59] ewarren,success
[50] 15,hour
[49] minimum,wage
[48] irony,clip

Top Word Pairs in Tweet in G2:
[88] again,direct
[88] direct,payment
[88] payment,better
[88] better,funding
[88] funding,programs
[88] programs,congress
[88] congress,always
[88] always,find
[88] find,way
[85] way,screw

Top Word Pairs in Tweet in G3:
[526] nope,country
[525] saragonzalestx,nope

Top Word Pairs in Tweet in G4:
[11] student,debt
[8] 15,hour
[7] sweet,potatoes
[7] fast,food
[5] minimum,wage
[5] elizabeth,warren
[4] food,retail
[4] retail,jobs
[4] small,businesses
[4] middle,class

Top Word Pairs in Tweet in G5:
[180] senschumer,amyklobuchar
[174] amyklobuchar,senatordurbin
[174] senatordurbin,ewarren
[173] ewarren,sensanders
[173] sensanders,sherrodbrown
[130] keep,senate
[128] senate,session
[125] session,pass
[123] pass,asap
[102] asap,voting

Top Word Pairs in Tweet in G6:
[110] northstar1956,ewarren
[56] minimum,wage
[52] sonobob,ewarren
[45] ewarren,smartdissent
[38] living,wage
[33] futuredude,ewarren
[25] apgretriever,northstar1956
[23] kellyacox1,sonobob
[20] 15,hr
[20] cost,living

Top Word Pairs in Tweet in G7:
[62] international,day
[62] day,solidarity
[62] solidarity,palestinian
[62] palestinian,people
[52] nov,22
[52] 22,boston
[52] boston,standout
[52] standout,#freeassangenow
[52] #freeassangenow,thrilled
[52] thrilled,journalism

Top Word Pairs in Tweet in G8:
[114] samdu,ewarren
[53] catbydesign,ewarren
[44] student,debt
[39] jamesrobichaux,ewarren
[37] shermanmicah,ewarren
[34] student,loans
[34] shelley89816603,samdu
[29] fedupjersey,jamesrobichaux
[28] westerspace,ewarren
[27] student,loan

Top Word Pairs in Tweet in G9:
[33] potus,vp
[32] ewarren,aoc
[30] amazonnews,davehclark
[30] davehclark,perkinscoiellp
[30] perkinscoiellp,jeffbezos
[30] jeffbezos,mackenziescott
[30] mackenziescott,agowa
[30] agowa,newyorkstateag
[30] newyorkstateag,barackobama
[30] barackobama,michelleobama

Top Word Pairs in Tweet in G10:
[61] potus,usambun
[42] ungeneva,potus
[38] yes,lost
[38] lost,many
[38] many,family
[38] family,members
[38] members,count
[38] count,#tigraygenocide
[38] #tigraygenocide,#tigraymassarrests
[38] #tigraymassarrests,ungeneva

Top Replied-To
Top Replied-To in Entire Graph:
@ewarren
@fedupjersey
@jthomasalbert
@potus
@jpz0883
@kingofcupsmgmt
@briangerard13
@amazonnews
@kellyacox1
@laurits73

Top Replied-To in G1:
@ewarren
@jthomasalbert
@briangerard13
@atliberaldem
@ajoteller
@nypost
@digitalassetbuy
@travis_in_flint
@robinreagan10
@c_s_skeptic

Top Replied-To in G2:
@ewarren
@potus
@senwarren
@agentblackacid
@santiag78758327
@reppressley
@senatedems
@joebiden
@kingofcupsmgmt
@seccardona

Top Replied-To in G3:
@saragonzalestx
@ewarren

Top Replied-To in G5:
@senschumer
@ekbmary
@ewarren
@hobie_shred
@essenviews
@teds9146
@nickknudsenus
@potus
@marla_vous
@blackvotersmtr

Top Replied-To in G6:
@ewarren
@kellyacox1
@northstar1956
@jpz0883
@futuredude
@sonobob
@1witchychick
@apgretriever
@alyshachappy
@kenkircher1

Top Replied-To in G7:
@assangeboston
@ewarren
@clbergpowers
@etel_haxhiaj
@jvpboston
@senmarkey
@maltschlitzmann
@mehreenboston
@decorousoven
@grumpygrumpyowl

Top Replied-To in G8:
@ewarren
@fedupjersey
@kingofcupsmgmt
@laurits73
@samdu
@jamesrobichaux
@monreal_rich
@hulahope2
@joe_kyle_is_me
@gsnedeker

Top Replied-To in G9:
@amazonnews
@ewarren
@patatassmall
@theview
@nprfreshair
@stephenfnielsen
@elonmusk
@ninaturner
@jack
@joeb64sep

Top Replied-To in G10:
@tigrawyeti1
@afp
@solomonwoldegi5
@aa_tze

Top Mentioned
Top Mentioned in Entire Graph:
@ewarren
@saragonzalestx
@potus
@senschumer
@sensanders
@amyklobuchar
@senatordurbin
@sherrodbrown
@aoc
@vp

Top Mentioned in G1:
@ewarren
@briangerard13
@digitalassetbuy
@jthomasalbert
@disilentio
@ajoteller
@govtstheproblem
@travis_in_flint
@brianmassufo
@shera_persists

Top Mentioned in G2:
@ewarren
@potus
@senschumer
@aoc
@speakerpelosi
@vp
@berniesanders
@sensanders
@kamalaharris
@pramilajayapal

Top Mentioned in G3:
@saragonzalestx
@ewarren

Top Mentioned in G4:
@indylisa09
@davidbraze
@ripplecreeknw
@themacdawg
@scotty_2017

Top Mentioned in G5:
@ewarren
@amyklobuchar
@senatordurbin
@sensanders
@sherrodbrown
@senschumer
@ekbmary
@senalexpadilla
@teds9146
@chrisvanhollen

Top Mentioned in G6:
@ewarren
@northstar1956
@smartdissent
@sonobob
@apgretriever
@kellyacox1
@futuredude
@dianne2429
@dmcgrew77
@don_jr24

Top Mentioned in G7:
@ewarren
@assangeboston
@jvpboston
@clbergpowers
@edmarkey
@senmarkey
@etel_haxhiaj
@boston_dsa
@repkclark
@maura_healey

Top Mentioned in G8:
@ewarren
@samdu
@jamesrobichaux
@catbydesign
@shermanmicah
@shelley89816603
@hulahope2
@westerspace
@gsnedeker
@joe_kyle_is_me

Top Mentioned in G9:
@ewarren
@aoc
@potus
@vp
@sensanders
@barackobama
@elonmusk
@michelleobama
@jeffbezos
@nytimes

Top Mentioned in G10:
@potus
@un
@ungeneva
@usambun
@secblinken
@chriscoons
@tigrawyeti1
@ewarren
@senbooker
@mbachelet

Top Tweeters
Top Tweeters in Entire Graph:
@monicasloves
@joni_looking
@billm9
@remindme_ofthis
@yarosisnancy
@bannerite
@caligirlleftie
@kenkircher1
@debrammason1
@mulher_noticia

Top Tweeters in G1:
@monicasloves
@remindme_ofthis
@betterw05759703
@_silversmith
@joec1776
@jrbkjrbk
@tigerbeat
@troubleddays
@karrasamelia5
@pink1963dsw

Top Tweeters in G2:
@thehill
@rhiles2760
@seekingalpha
@jilevin
@guardian
@kristafrances
@cbinflux
@sampson_elaine
@foxnews
@stanleycohenlaw

Top Tweeters in G3:
@pitoloco2021
@mscontrariansci
@bikerbd
@nooneishere51
@hopeeternall
@waltwicksiv
@sevans1375
@craigr3521
@butch_hoffman
@redrivergrl

Top Tweeters in G4:
@k_dubb_80
@jpwilloughby
@richdatdude
@dorothystella7
@wumpyspeaks
@ciaogirl9
@xmagicmomentsx
@karinabarbosa
@chromesthesia
@iamwhoismoses

Top Tweeters in G5:
@joni_looking
@yarosisnancy
@bannerite
@dancas2
@carrybeyond
@childofalba
@cathleenkucz
@monicarivpin
@kaffe_takk
@beverlyfolkers

Top Tweeters in G6:
@kenkircher1
@helperstream
@smartdissent
@mondiablue
@tchevalier10
@bigmommalurka
@secjr112
@john_brumjo
@apmastrangelo
@humboldtbunny

Top Tweeters in G7:
@billm9
@mulher_noticia
@sunnyblondie
@radseed
@sds_sunlight
@cnbc
@lalitapetila
@carolehope2
@alasscanisback
@rwwatchma

Top Tweeters in G8:
@kaci1951
@joyannreid
@thelastpinkcar
@joaniereb
@theaurawah
@pixiejss
@altavistagoogle
@nel_schroeder
@celestiakat
@duxcomedy

Top Tweeters in G9:
@variety
@dcordell2016
@nba
@theeconomist
@democracynow
@chriscuomo
@target
@mila_bowen
@popcrave
@theview

Top Tweeters in G10:
@bekatigray
@afp
@letebrhangebre1
@meditigray
@hrw
@bepositive76
@ferwinib
@kenroth
@un
@tseday