Elizabeth Warren, Twitter, 6/24/2021 12:19:57 AM, 257602


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Elizabeth Warren_2021-06-23_04-51-17.xlsx
Elizabeth Warren_2021-06-23_04-51-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2021
Short Description:
Elizabeth Warren via NodeXL https://bit.ly/3gXZDUi
@crewcrew
@senwarren
@ewarren
@dwpippy
@socialistmma
@jamaalbowmanny
@msnbc
@davelevinthal
@warrendemocrat
@brad_polumbo

Top hashtags:
#bitcoin
#undíacomohoy
#childtaxcredit
#elizabethwarren
#blockchain

Description:
Description
The graph represents a network of 8,493 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 June 2021 at 12:03 UTC.

The requested start date was Tuesday, 22 June 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 9-day, 6-hour, 11-minute period from Saturday, 12 June 2021 at 17:48 UTC to Tuesday, 22 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 : 8493
Unique Edges : 4600
Edges With Duplicates : 10185
Total Edges : 14785
Number of Edge Types : 5
Tweet : 1250
Replies to : 1411
Retweet : 4851
MentionsInRetweet : 5772
Mentions : 1501
Self-Loops : 1292
Reciprocated Vertex Pair Ratio : 0.00512209648600357
Reciprocated Edge Ratio : 0.0101919886228964
Connected Components : 1466
Single-Vertex Connected Components : 652
Maximum Vertices in a Connected Component : 4739
Maximum Edges in a Connected Component : 10204
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.986278
Graph Density : 0.000116995298946421
Modularity : 0.575805
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,493 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 June 2021 at 12:03 UTC.

The requested start date was Tuesday, 22 June 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 9-day, 6-hour, 11-minute period from Saturday, 12 June 2021 at 17:48 UTC to Tuesday, 22 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 : GraphServerTwitterSearch
Graph Term : Elizabeth Warren
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:
[591] https://www.businessinsider.com/pramila-jayapal-washington-elizabeth-warren-stock-ban-congress-2021-6
[57] https://www.wsj.com/articles/elizabeth-warrens-irs-entitlement-11623617019
[47] https://www.newsweek.com/elizabeth-warren-demands-wealth-tax-says-jeff-bezos-gets-same-salary-teacher-1602255
[43] https://www.zerohedge.com/political/elizabeth-warren-supports-central-bank-cryptos-should-you-be-worried
[36] https://www.washingtonexaminer.com/opinion/elizabeth-warren-just-went-full-karen-on-cryptocurrency
[24] https://twitter.com/alexthomp/status/1404762870517223428
[20] https://www.businessinsider.com/elizabeth-warren-triple-irs-budget-wealthy-tax-cheats-evasion-taxpayer-2021-5
[19] https://trishintel.com/elizabeth-warren-bitcoin-and-crypto-currencies-not-good-for-environment/
[18] https://twitter.com/SenWarren/status/1403786758198681600
[14] https://cointelegraph.com/news/elizabeth-warren-compares-bogus-crypto-to-legitimate-cbdcs-in-senate-hearing

Top URLs in Tweet in G1:
[532] https://www.businessinsider.com/pramila-jayapal-washington-elizabeth-warren-stock-ban-congress-2021-6
[4] https://finance.yahoo.com/m/7156fb9e-87c4-364e-859a-587d97972020/elizabeth-warren-suggests.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[2] https://twinybots.ch/
[2] https://www.rawstory.com/2020/08/flat-out-lied-elizabeth-warren-and-a-lot-of-other-people-sure-think-louis-dejoy-committed-perjury/
[2] https://rare.us/story/president-obamas-response-to-the-elections-given-as-a-marc-antony-soliloquy/
[1] https://www.zerohedge.com/political/elizabeth-warren-wants-ban-lawmakers-trading-individual-stocks
[1] https://www.rollingstone.com/politics/politics-news/elizabeth-warren-sheldon-whitehouse-janet-yellen-citizens-united-1122844/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=top_amp&utm_id=1122844
[1] https://www.washingtonexaminer.com/opinion/elizabeth-warren-just-went-full-karen-on-cryptocurrency
[1] https://twitter.com/tperry518/status/1404856392423456769
[1] https://twitter.com/cryborg/status/1404404435304861698

Top URLs in Tweet in G2:
[42] https://www.newsweek.com/elizabeth-warren-demands-wealth-tax-says-jeff-bezos-gets-same-salary-teacher-1602255
[13] https://www.wsj.com/articles/elizabeth-warrens-irs-entitlement-11623617019
[7] https://zycrypto.com/jack-dorsey-not-having-it-with-sen-elizabeth-warrens-negative-comment-on-bitcoin/
[7] https://www.zerohedge.com/political/elizabeth-warren-supports-central-bank-cryptos-should-you-be-worried
[5] https://twitter.com/senwarren/status/1402725005113364486
[5] https://cryptoslate.com/us-senators-bitcoin-fud-assessment-labeled-as-amateurish-by-celsius-boss/
[4] https://www.washingtonexaminer.com/opinion/elizabeth-warren-just-went-full-karen-on-cryptocurrency
[4] https://www.zerohedge.com/political/elizabeth-warren-supports-central-bank-cryptos-should-you-be-worried?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+zerohedge%2Ffeed+%28zero+hedge+-+on+a+long+enough+timeline%2C+the+survival+rate+for+everyone+drops+to+zero%29
[3] https://www.reddit.com/r/CryptoCurrency/comments/ny90fn/elizabeth_warren_just_went_full_karen_on/?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/ewarren/status/1403800004016365569

Top URLs in Tweet in G3:
[17] https://twitter.com/SenWarren/status/1403786758198681600
[6] https://www.businessinsider.com/pramila-jayapal-washington-elizabeth-warren-stock-ban-congress-2021-6
[5] https://www.coindesk.com/elizabeth-warren-us-lawmakers-put-bitcoin-on-trial-in-senate-cbdc-hearing
[4] https://www.cnbc.com/2021/03/01/elizabeth-warren-bernie-sanders-propose-3percent-wealth-tax-on-billionaires.html
[2] https://blavity.com/why-we-elizabeth-warren-and-chuck-schumer-believe-the-biden-harris-administration-should-cancel-up-to-50k-in-student-debt-on-day-one
[2] https://www.masslive.com/coronavirus/2021/03/sens-ed-markey-elizabeth-warren-join-push-for-permanent-3000-plus-child-tax-credit-as-white-house-preps-massive-infrastructure-recovery-bills.html
[2] https://twitter.com/ewarren/status/1405889525797228551
[2] https://twitter.com/ewarren/status/1403800004016365569
[2] https://twitter.com/SenWarren/status/1402725005113364486
[2] https://www.newsweek.com/elizabeth-warren-demands-wealth-tax-says-jeff-bezos-gets-same-salary-teacher-1602255

Top URLs in Tweet in G4:
[5] https://electionscience.org/commentary-analysis/the-early-2020-democratic-primary-comparing-voting-methods/
[4] https://www.tmz.com/2021/06/10/elizabeth-warren-rips-jeff-bezos-trip-space-blue-origin-taxes/
[3] https://www.nytimes.com/2021/06/12/opinion/billionaires-taxes.html
[2] https://www.tmz.com/2019/03/25/senator-elizabeth-warren-running-train-mueller-report-2020-election/
[2] https://www.motherjones.com/politics/2021/05/elizabeth-warren-wants-joe-biden-to-go-bigger-on-child-care/
[2] https://twitter.com/carterforva/status/1405159834442424322
[1] https://twitter.com/DWPippy/status/1404463256450781186
[1] https://twitter.com/TexasMonthly/status/1404480124356079619
[1] https://www.wcvb.com/article/saint-vincent-hospital-nurses-strike-warren-mcgovern-worcester-massachusetts/36706438
[1] https://www.reuters.com/technology/warren-us-government-needs-confront-crypto-threats-head-on-2021-06-09/

Top URLs in Tweet in G5:
[2] https://www.businessinsider.com/pramila-jayapal-washington-elizabeth-warren-stock-ban-congress-2021-6
[2] https://www.landerfornyc.com/
[2] https://www.masslive.com/worcester/2021/06/on-97th-day-of-strike-sen-elizabeth-warren-congressman-james-mcgovern-promise-to-stand-with-saint-vincent-hospital-nurses.html
[1] https://twitter.com/otto_thorpe/status/1406365207971217409
[1] https://twitter.com/ewarren/status/1403800004016365569
[1] https://www.nbcnews.com/politics/2020-election/elizabeth-warren-ends-presidential-run-n1150436
[1] https://twitter.com/sunnydaycbay/status/1405363606418558980
[1] https://www.theroot.com/democratic-debates-day-1-elizabeth-warren-came-to-det-1836851942
[1] https://www.usatoday.com/story/news/politics/elections/2019/09/17/elizabeth-warren-new-york-city-rally/2350032001/
[1] https://amp.usatoday.com/amp/80411020

Top URLs in Tweet in G6:
[19] https://www.businessinsider.com/pramila-jayapal-washington-elizabeth-warren-stock-ban-congress-2021-6
[2] https://www.businessinsider.com/pramila-jayapal-washington-elizabeth-warren-stock-ban-congress-2021-6?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[1] https://twitter.com/SenWarren/status/1403786758198681600
[1] https://www.msnbc.com/the-reidout/watch/voting-rights-senate-republicans-senate-democrats-discussed-by-sen-elizabeth-warren-114575941545?cid=sm_npd_ms_fb_ma&fbclid=IwAR3yACv1ViIRked5eZrs4nIxlwCulhUa9LcZ3zWnaJUrdEQBDLurYvpECL0

Top URLs in Tweet in G7:
[3] https://twitter.com/SenWarren/status/1402725005113364486
[2] https://www.businessinsider.com/pramila-jayapal-washington-elizabeth-warren-stock-ban-congress-2021-6
[2] https://m.huffpost.com/us/entry/us_5733164
[1] https://medium.com/@allenkithowell/heres-wiki-proof-that-the-clinton-machine-was-behind-the-flood-of-new-democratic-presidential-dfea4897756
[1] https://grain.org/en/article/6339-harvard-and-tiaa-s-farmland-grab-in-brazil-goes-up-in-smoke
[1] https://twitter.com/johniadarola/status/1404807315786711040
[1] https://www.nytimes.com/2021/06/09/us/politics/propublica-taxes-jeff-bezos-elon-musk.html
[1] https://twitter.com/thehill/status/1404048178928889857

Top URLs in Tweet in G8:
[6] https://www.businessinsider.com/pramila-jayapal-washington-elizabeth-warren-stock-ban-congress-2021-6
[2] https://twitter.com/ewarren/status/1405889525797228551
[1] https://trib.al/sbO7YfE
[1] https://trib.al/VlvHaDx
[1] https://on.msnbc.com/3czbJlo
[1] https://trib.al/CxnGVCt
[1] https://twitter.com/ewarren/status/1404105770384379911
[1] https://www.msnbc.com/the-reidout/watch/voting-rights-senate-republicans-senate-democrats-discussed-by-sen-elizabeth-warren-114575941545

Top URLs in Tweet in G10:
[6] https://www.businessinsider.com/pramila-jayapal-washington-elizabeth-warren-stock-ban-congress-2021-6
[1] https://www.newsweek.com/elizabeth-warren-renews-wealth-tax-call-after-report-that-americas-richest-pay-little-taxes-1598752

Top Domains
Top Domains in Tweet in Entire Graph:
[641] businessinsider.com
[311] twitter.com
[76] wsj.com
[50] newsweek.com
[49] zerohedge.com
[48] youtube.com
[44] washingtonexaminer.com
[21] nytimes.com
[19] trishintel.com
[17] vox.com

Top Domains in Tweet in G1:
[532] businessinsider.com
[4] yahoo.com
[2] twinybots.ch
[2] rawstory.com
[2] rare.us
[2] twitter.com
[1] zerohedge.com
[1] rollingstone.com
[1] washingtonexaminer.com

Top Domains in Tweet in G2:
[128] twitter.com
[43] newsweek.com
[15] wsj.com
[13] youtube.com
[11] businessinsider.com
[11] zerohedge.com
[10] reddit.com
[8] zycrypto.com
[8] quorumcall.org
[7] cryptoslate.com

Top Domains in Tweet in G3:
[26] twitter.com
[6] businessinsider.com
[5] coindesk.com
[4] cnbc.com
[3] youtube.com
[2] politico.com
[2] blavity.com
[2] masslive.com
[2] amazon.com
[2] nytimes.com

Top Domains in Tweet in G4:
[31] twitter.com
[6] tmz.com
[5] electionscience.org
[5] nytimes.com
[5] youtube.com
[4] vox.com
[3] businessinsider.com
[2] motherjones.com
[2] cnbc.com
[2] cnn.it

Top Domains in Tweet in G5:
[3] twitter.com
[2] businessinsider.com
[2] landerfornyc.com
[2] usatoday.com
[2] masslive.com
[1] nbcnews.com
[1] theroot.com
[1] cityandstateny.com

Top Domains in Tweet in G6:
[21] businessinsider.com
[1] twitter.com
[1] msnbc.com

Top Domains in Tweet in G7:
[5] twitter.com
[2] businessinsider.com
[2] huffpost.com
[1] medium.com
[1] grain.org
[1] nytimes.com

Top Domains in Tweet in G8:
[6] businessinsider.com
[3] trib.al
[3] twitter.com
[2] msnbc.com

Top Domains in Tweet in G10:
[6] businessinsider.com
[1] newsweek.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[162] bitcoin
[78] undíacomohoy
[55] childtaxcredit
[31] elizabethwarren
[26] blockchain
[26] cryptocurrency
[21] crypto
[20] btc
[13] dogecoin
[12] endthefilibuster



Top Hashtags in Tweet in G1:
[1] trading
[1] cryptocurrency

Top Hashtags in Tweet in G2:
[21] bitcoin
[13] cryptocurrency
[7] elizabethwarren
[7] cryptonews
[5] cryptocurrencies
[4] crypto
[4] blockchain
[3] btc
[3] dogearmy
[3] news

Top Hashtags in Tweet in G3:
[51] childtaxcredit
[12] bitcoin
[11] endthefilibuster
[2] cancelstudentdebt
[1] stopwallstreetlooting
[1] xrpcommunity
[1] iov
[1] freedomday
[1] demdebate
[1] senwarren

Top Hashtags in Tweet in G4:
[3] wealthtax
[2] lfg
[2] elizabethwarren
[2] elonmusk
[1] texasblackouts
[1] anticorruptionnow
[1] mayaformayor
[1] ethicsiseverything
[1] warren4president
[1] fridaymorning

Top Hashtags in Tweet in G5:
[3] elizabethwarren
[1] notmeus
[1] juneteenth2021

Top Hashtags in Tweet in G7:
[2] elizabethwarren

Top Hashtags in Tweet in G8:
[1] childtaxcredit

Top Hashtags in Tweet in G10:
[1] childtaxcredit
[1] wealthtax

Top Words
Top Words in Tweet in Entire Graph:
[5377] warren
[5175] elizabeth
[1033] congress
[1026] more
[999] members
[905] stocks
[772] crewcrew
[645] money
[641] trading
[638] bernie

Top Words in Tweet in G1:
[707] crewcrew
[619] stocks
[618] members
[618] congress
[440] trading
[260] ban
[259] time
[258] way
[258] past
[181] full

Top Words in Tweet in G2:
[747] elizabeth
[746] warren
[79] bezos
[76] bitcoin
[76] tax
[74] jeff
[65] sen
[57] wealth
[54] senator
[54] same

Top Words in Tweet in G3:
[547] more
[547] money
[542] borrow
[424] senwarren
[273] black
[273] americans
[272] college
[271] lots
[271] systemic
[271] reasons

Top Words in Tweet in G4:
[495] warren
[488] elizabeth
[114] ewarren
[51] lucianalamb
[47] always
[43] one
[41] right
[40] saying
[38] aoc
[38] carterforva

Top Words in Tweet in G5:
[227] warren
[224] elizabeth
[191] aoc
[174] more
[172] maya
[172] wiley
[170] jamaalbowmanny
[170] endorsement
[170] wfp
[170] justice

Top Words in Tweet in G6:
[250] members
[246] congress
[239] ban
[172] introduce
[167] stocks
[164] rep
[119] davelevinthal
[109] pramila
[109] jayapal
[100] trading

Top Words in Tweet in G7:
[256] warren
[254] elizabeth
[189] socialistmma
[155] bernie
[154] sanders
[148] remember
[136] time
[136] cenk
[136] legit
[135] uygur

Top Words in Tweet in G8:
[403] win
[402] again
[205] warren
[202] senate
[202] democrats
[201] sen
[201] georgia
[201] states
[201] answer
[198] msnbc

Top Words in Tweet in G9:
[173] dwpippy
[149] amy
[147] sherrod
[147] brown
[146] better
[145] leader
[145] senate
[145] schumer
[144] fighter
[144] replaced

Top Words in Tweet in G10:
[176] warren
[174] elizabeth
[87] know
[86] jasonoverstreet
[85] kamala
[85] harris
[83] praising
[83] insulting
[83] hillary
[83] clinton

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4880] elizabeth,warren
[976] members,congress
[575] trading,stocks
[523] ban,members
[468] bernie,sanders
[395] crewcrew,members
[386] congress,trading
[294] lots,systemic
[294] systemic,reasons
[294] reasons,black

Top Word Pairs in Tweet in G1:
[618] members,congress
[439] trading,stocks
[357] crewcrew,members
[259] ban,members
[259] congress,trading
[258] way,past
[258] past,time
[258] time,ban
[257] crewcrew,way
[180] congress,banned

Top Word Pairs in Tweet in G2:
[697] elizabeth,warren
[70] jeff,bezos
[55] wealth,tax
[53] sen,elizabeth
[43] demands,wealth
[43] tax,jeff
[43] bezos,gets
[42] warren,demands
[42] gets,same
[42] same,salary

Top Word Pairs in Tweet in G3:
[271] lots,systemic
[271] systemic,reasons
[271] reasons,black
[271] black,americans
[271] americans,more
[271] more,borrow
[271] borrow,money
[271] money,college
[271] college,borrow
[271] borrow,more

Top Word Pairs in Tweet in G4:
[474] elizabeth,warren
[39] warren,always
[29] lucianalamb,elizabeth
[29] warren,julian
[29] julian,castro
[29] castro,saying
[28] listen,elizabeth
[25] months,ahead
[23] simple,solution
[23] solution,democracy

Top Word Pairs in Tweet in G5:
[223] elizabeth,warren
[187] aoc,elizabeth
[172] maya,wiley
[170] warren,wfp
[170] eric,adams
[169] wiley,endorsement
[169] endorsement,myself
[169] myself,aoc
[169] wfp,elder
[169] elder,kirsten

Top Word Pairs in Tweet in G6:
[246] members,congress
[239] ban,members
[109] rep,pramila
[109] pramila,jayapal
[100] trading,stocks
[96] congress,trading
[83] introduce,legislation
[83] legislation,aimed
[82] stocks,introduce
[80] jayapal,wash

Top Word Pairs in Tweet in G7:
[235] elizabeth,warren
[154] bernie,sanders
[154] sanders,elizabeth
[146] socialistmma,remember
[135] remember,time
[135] time,cenk
[135] cenk,uygur
[135] uygur,kyle
[135] kyle,kulinski
[135] kulinski,legit

Top Word Pairs in Tweet in G8:
[202] senate,democrats
[201] sen,warren
[201] warren,senate
[201] democrats,win
[201] win,georgia
[201] georgia,again
[201] again,win
[201] win,states
[201] states,again
[201] again,answer

Top Word Pairs in Tweet in G9:
[147] sherrod,brown
[144] better,fighter
[144] fighter,leader
[144] leader,senate
[144] senate,schumer
[144] schumer,replaced
[144] replaced,picks
[144] picks,sherrod
[144] brown,amy
[144] amy,klobuchar

Top Word Pairs in Tweet in G10:
[173] elizabeth,warren
[84] jasonoverstreet,know
[84] kamala,harris
[83] know,praising
[83] praising,elizabeth
[83] warren,insulting
[83] insulting,hillary
[83] hillary,clinton
[83] clinton,kamala
[83] harris,anyone

Top Replied-To
Top Replied-To in Entire Graph:
@rachelmoor29
@ablueus
@ewarren
@dwpippy
@senwarren
@theusasingers
@mdnij34
@cenkuygur
@repkenbuck
@proudsocialist

Top Replied-To in G1:
@crewcrew
@cryborg

Top Replied-To in G3:
@senwarren
@novogratz
@thehill
@jack
@ryansadams
@speakerpelosi
@sensanders
@jrosietighe
@cloudyeller2
@ewarren

Top Replied-To in G4:
@ewarren
@carterforva
@michael_saylor
@pamkeithfl
@shadowewarren
@darthdylansc
@organizermemes
@persistohio
@proudsocialist
@cnn

Top Replied-To in G5:
@ynb
@jamaalbowmanny
@senwarren
@debrahendler
@rossbarkan
@duanecia
@sethr7131
@lexiforsenate
@drkysr
@comomangu

Top Replied-To in G6:
@unholyrome
@rokhanna
@ilhan
@ajentleson

Top Replied-To in G7:
@socialistmma
@kommunistkat
@billnyebong
@peacepumpkinpic
@libdemstephen
@vickisherlock
@paulsorrentino3
@thiaballerina
@savion
@apexsoul18

Top Replied-To in G9:
@dwpippy
@hunterschwarz
@x_unknown_oof_x
@yamane_patricia

Top Replied-To in G10:
@kaylachowshow
@donlew87
@jasonoverstreet
@drpdiddy23
@markosilberhand

Top Mentioned
Top Mentioned in Entire Graph:
@crewcrew
@senwarren
@msnbc
@socialistmma
@jamaalbowmanny
@dwpippy
@davelevinthal
@ewarren
@anncoulter
@jasonoverstreet

Top Mentioned in G1:
@crewcrew
@yahoo
@usps
@fbi
@annpixley1
@marialorraine_
@millenialsvote
@jennwcbus
@mitchellbasel
@cryborg

Top Mentioned in G2:
@tokenjay
@williesband
@jimmyblow5
@huffgluofficial
@dogecoinnewshub
@josephxavierny
@maggie_mcneill
@madness_of_drew
@news_taurus
@wtawtpod

Top Mentioned in G3:
@senwarren
@iatse
@pesterplarson3
@crewcrew
@brucefenton
@sensanders
@speakerpelosi
@secyellen
@boncryp
@lukewearechange

Top Mentioned in G4:
@ewarren
@lucianalamb
@warrendemocrat
@persistohio
@carterforva
@hjessy_
@elaundar
@deuxhoney
@potus
@connorlounsbury

Top Mentioned in G5:
@jamaalbowmanny
@bradlander
@hiloren
@mayawiley
@mcgovernma
@ninaturner
@achangnyc
@toronai22
@rossbarkan
@crewcrew

Top Mentioned in G6:
@davelevinthal
@dsamuelsohn
@pramilajayapal
@politicsinsider
@crewcrew
@leonardkl
@rokhanna
@forgivenchy
@unholyrome
@senwarren

Top Mentioned in G7:
@socialistmma
@nikocsfb
@williamcraddick
@garbageape
@crewcrew
@jamaalbowmanny
@sensanders
@mrpeabody
@jennyjenli
@billnyebong

Top Mentioned in G8:
@msnbc
@crewcrew
@senwarren
@riffraff55
@dsamuelsohn
@politicsinsider
@nomoremister

Top Mentioned in G9:
@dwpippy
@kamalaharris
@lisamurkowski
@senwarren
@crewcrew
@lucianalamb
@cindy4sanders
@hunterschwarz
@jamaalbowmanny
@socialistmma

Top Mentioned in G10:
@jasonoverstreet
@jilevin
@patrioticmills
@crewcrew
@senwarren
@msnbc
@tedlieu
@twksicem
@dsamuelsohn
@demsforwarren

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@cryptotraderpro
@dichristine
@streamerwall
@chris_1791
@phildecarolis
@mattmurph24
@1denmadrid
@cloudwanderer3
@streamer_boost

Top Tweeters in G1:
@dichristine
@1denmadrid
@rjber15
@bannerite
@lindacollins11
@micjojd
@sylviaz1913
@maryalicebisho2
@buffaloon
@amadii

Top Tweeters in G2:
@cryptotraderpro
@bitcoinagile
@politicalhedge
@israelnewslinks
@therussophile
@fxbooklttg
@mzee26
@webnowcompany
@quorumcall
@legendarymkc

Top Tweeters in G3:
@inspiteoftrump
@sddphoto
@thehill
@rosenchild
@coronaupdatebot
@cnbsnana
@lianabrooks
@flyoutchase
@nanteos620
@summer7570

Top Tweeters in G4:
@drocktrot
@business
@wellness4you13
@rebellegrrl
@barbiewithatude
@sooze555
@washingtonpost
@rt_com
@lininohio
@rioslade

Top Tweeters in G5:
@marthalynneowe1
@all435reps
@sapphixy
@lltwing
@sds_sunlight
@charminggrump
@sfh2019
@nberlat
@mrpshropshire
@journeyman15

Top Tweeters in G6:
@theresamax
@solusnan1
@iveyjanette_207
@noybsk2017
@funnagan
@cindyceemerson
@scout2462
@thekoolcat01
@samy45
@takethatgods

Top Tweeters in G7:
@dgendvil
@_yvonneburton
@brendahazelhur1
@paulsorrentino3
@godandthebear
@shift_in2_turbo
@mobygrapefan
@melodijoy
@sustaintrends
@epiplexis_

Top Tweeters in G8:
@7b73f39b85e1415
@ungubunugu1274
@govsherazkhan
@notcomey
@kp_trill
@abramson1234
@clayreintucson
@djradar
@brandonmscales
@howyofwi

Top Tweeters in G9:
@88seattle61
@lllwry
@alaskarebel
@solomankarl
@deansherrys
@hermitme1
@beverlyfolkers
@mayread3
@55andwhat
@sylvaners

Top Tweeters in G10:
@padakitty
@cheezwitham
@jilevin
@cblazblaz
@mdjacksondallas
@fot_roca
@jeffreymeursing
@granny_st
@victory1261
@budgothmog44