ewarren, Twitter, 8/21/2021 9:16:44 PM, 260687


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ewarren_2021-08-20_05-52-02.xlsx
ewarren_2021-08-20_05-52-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 21, 2021
Short Description:
ewarren via NodeXL https://bit.ly/37ZuDiF
@ewarren
@bencaselin
@markyoungtruth
@ronjflemming
@digitalassetbuy
@commongroundtoo
@sirnetic
@patriot9791
@ruthhalleran
@dragonboatqueen

Top hashtags:
#bitcoin
#4thstimulas
#helpthepeople
#msc
#cancelstudentdebt

Description:
Description
The graph represents a network of 7,705 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 Friday, 20 August 2021 at 12:58 UTC.

The requested start date was Tuesday, 17 August 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, 23-hour, 38-minute period from Thursday, 12 August 2021 at 23:06 UTC to Monday, 16 August 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 : 7705
Unique Edges : 7987
Edges With Duplicates : 17567
Total Edges : 25554
Number of Edge Types : 5
Retweet : 4263
MentionsInRetweet : 7886
Mentions : 10336
Replies to : 2856
Tweet : 213
Self-Loops : 283
Reciprocated Vertex Pair Ratio : 0.0110262323436149
Reciprocated Edge Ratio : 0.0218119609380569
Connected Components : 162
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 7501
Maximum Edges in a Connected Component : 25311
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.128275
Graph Density : 0.000236340308480623
Modularity : 0.417335
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,705 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 Friday, 20 August 2021 at 12:58 UTC.

The requested start date was Tuesday, 17 August 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, 23-hour, 38-minute period from Thursday, 12 August 2021 at 23:06 UTC to Monday, 16 August 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:
[204] https://twitter.com/ewarren/status/1426623090268774405
[18] https://twitter.com/ewarren/status/1426265546232840198
[14] https://twitter.com/ewarren/status/1426201382806249476
[13] https://www.youtube.com/watch?v=o42fpX9UT5w&feature=youtu.be

[13] https://twitter.com/ewarren/status/1425879018616852489
[6] https://www.dailymail.co.uk/news/article-9895247/Taliban-enter-Kabul-demand-SURRENDER-SAS-flown-evacuate-British-ambassador.html
[6] https://www.washingtonpost.com/opinions/2021/08/12/elizabeth-warren-tax-system-infrastructure/
[5] https://twitter.com/ewarren/status/1426244011371728896
[5] https://medium.com/@samanthamessing/why-progressives-should-love-bitcoin-an-open-letter-to-senator-elizabeth-warren-176ab5cc9229
[4] https://twitter.com/ewarren/status/1427264589599805448

Top URLs in Tweet in G1:
[2] https://twitter.com/Qustuntuniya313/status/1426535747218116614?s=19
[1] https://www.finsight.news/2021/08/downgrading-crypto-or-financial-progress-as-a-whole/
[1] https://www.youtube.com/watch?v=H7jM9-Wl1pE&feature=youtu.be

[1] https://t.me/HoldFartsBSC
[1] https://holdyourfarts.com/

Top URLs in Tweet in G2:
[15] https://twitter.com/ewarren/status/1426623090268774405
[6] https://www.dailymail.co.uk/news/article-9895247/Taliban-enter-Kabul-demand-SURRENDER-SAS-flown-evacuate-British-ambassador.html
[5] https://www.washingtonpost.com/opinions/2021/08/12/elizabeth-warren-tax-system-infrastructure/
[4] https://www.breitbart.com/clips/2021/08/15/cnns-tapper-on-afghanistan-shocking-that-president-biden-could-have-been-so-wrong/
[2] http://www.fiverr.com/212188718?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=KdNwwk
[2] https://twitter.com/ewarren/status/1166017146360647682
[2] https://twitter.com/ewarren/status/1426265546232840198
[2] https://twitter.com/DeanBaker13/status/1426149983217094665
[2] https://twitter.com/deanbaker13/status/1426149983217094665
[2] https://twitter.com/electrikmonk/status/1426046414338072579

Top URLs in Tweet in G3:
[3] https://twitter.com/ewarren/status/1426623090268774405
[2] https://www.youtube.com/watch?v=ASRh7DrtxYI&feature=youtu.be

[2] https://twitter.com/RefuseFascism/status/1425890737586114569
[2] https://twitter.com/MarkWhittington/status/1426244881295491075
[2] https://www.youtube.com/watch?v=gAm5JVCrjWM&feature=youtu.be

[2] https://finance.yahoo.com/news/student-loans-foia-data-underwater-borrower-171009587.html
[2] https://twitter.com/AndrewYang/status/1425654116349526017
[2] https://healthcare.gov/
[2] https://twitter.com/duty2warn/status/1426510915176894465
[2] https://twitter.com/ewarren/status/1425879018616852489

Top URLs in Tweet in G4:
[71] https://twitter.com/ewarren/status/1426623090268774405
[1] https://twitter.com/markyoungtruth/status/1426664106128461832

Top URLs in Tweet in G5:
[1] https://www.independent.co.uk/voices/covid-travel-bans-tourism-b1900881.html
[1] https://twitter.com/ewarren/status/1420827489497145345
[1] https://twitter.com/parsspar/status/1425767781811769354
[1] https://twitter.com/katti_kiarash/status/1425775320360275972
[1] https://twitter.com/Elina27479106/status/1424805317808955397
[1] https://www.yahoo.com/news/senator-said-3-decades-ago-114500992.html
[1] https://www.yahoo.com/entertainment/bar-rescue-host-jon-taffer-223014071.html
[1] https://twitter.com/AJEnglish/status/1425370149104852993
[1] https://twitter.com/lindyli/status/1426295272251011072
[1] https://www.btselem.org/publications/fulltext/202101_this_is_apartheid

Top URLs in Tweet in G6:
[2] https://thehill.com/homenews/senate/567908-tom-cotton-calls-on-biden-to-destroy-every-taliban-fighter-near-kabul
[2] https://www.thedailybeast.com/tennessee-republican-david-byrd-nearly-died-from-covid-now-hes-fighting-masks?source=twitter&via=desktop
[2] https://www.thedailybeast.com/desantis-collateral-damage-floridians-and-conservatism?source=twitter&via=desktop
[2] https://www.washingtonpost.com/health/2021/08/13/florida-mother-covid/
[2] https://www.politico.com/news/2021/08/13/afghan-army-pentagon-504469
[1] https://twitter.com/ewarren/status/1321255295599939584
[1] https://twitter.com/51for51/status/1427223727071191040
[1] https://twitter.com/duty2warn/status/1426510915176894465
[1] https://twitter.com/kylegriffin1/status/1426589438549786626
[1] https://twitter.com/CombatJourno/status/1426939692218454029

Top URLs in Tweet in G7:
[2] https://irishtechnews.ie/amazonscryptocurrency/
[1] https://twitter.com/financialjuice/status/1427360640054829057
[1] https://twitter.com/attorneyjeremy1/status/1426610720016326667
[1] https://twitter.com/cryptocwby/status/1426720411950014466
[1] https://www.youtube.com/watch?v=FyHusAegT4w&feature=youtu.be

[1] https://twitter.com/attorneyjeremy1/status/1425992095676960772
[1] https://twitter.com/stansberry/status/1425925059961442304
[1] https://twitter.com/C4PT4INAPE/status/1425755031194816514
[1] https://twitter.com/fundtendy/status/1426156759786434561
[1] https://www.coindesk.com/secs-gensler-told-elizabeth-warren-he-needs-more-authority-to-regulate-crypto

Top URLs in Tweet in G8:
[95] https://twitter.com/ewarren/status/1426623090268774405
[15] https://twitter.com/ewarren/status/1426265546232840198
[8] https://twitter.com/ewarren/status/1426201382806249476
[6] https://twitter.com/ewarren/status/1425879018616852489
[4] https://twitter.com/ewarren/status/1426244011371728896
[3] https://twitter.com/ewarren/status/1427264589599805448
[2] https://twitter.com/ewarren/status/1425822767270801408
[2] https://twitter.com/ewarren/status/1426344441841954817
[1] https://twitter.com/ewarren/status/1425879018616852489?s=09
[1] https://twitter.com/shawbear76/status/1421674241574019076?s=20

Top URLs in Tweet in G9:
[13] https://www.youtube.com/watch?v=o42fpX9UT5w&feature=youtu.be

[2] https://www.youtube.com/watch?v=FZaYnaIM1eI&feature=youtu.be

[1] https://twitter.com/GridTakers/status/1427299752522174464
[1] https://act.greenpeace.org/page/43667/-/1?locale=en-US
[1] https://www.youtube.com/watch?v=V-S2cX0bg0U&feature=youtu.be

[1] https://twitter.com/StevenTDennis/status/1425331540683333632
[1] https://twitter.com/ewarren/status/1425879018616852489

Top URLs in Tweet in G10:
[3] https://medium.com/@samanthamessing/why-progressives-should-love-bitcoin-an-open-letter-to-senator-elizabeth-warren-176ab5cc9229
[2] https://twitter.com/ewarren/status/1426201382806249476
[1] https://twitter.com/ewarren/status/1418585605202714624
[1] https://twitter.com/vets4amerideals/status/1424800226230030338
[1] https://twitter.com/JeremyBleez/status/1426409595883323392
[1] https://news.yahoo.com/news/harsh-foreclosure-critic-elizabeth-warren-reportedly-made-fortune-050708111.html
[1] https://www.msn.com/en-us/news/politics/moderates-threaten-stalemate-over-budget-vote-and-infrastructure/ar-AANhnKT?li=BBnb7Kz
[1] https://twitter.com/ewarren/status/1426623090268774405
[1] https://www.pcgamer.com/uk/hacker-steals-over-dollar600m-in-cryptocurrency-returns-over-half-of-it/
[1] https://twitter.com/ewarren/status/1426344441841954817

Top Domains
Top Domains in Tweet in Entire Graph:
[551] twitter.com
[38] youtube.com
[15] washingtonpost.com
[9] yahoo.com
[8] co.uk
[7] medium.com
[4] breitbart.com
[4] thehill.com
[4] thedailybeast.com
[3] elizabethwarren.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] finsight.news
[1] youtube.com
[1] t.me
[1] holdyourfarts.com

Top Domains in Tweet in G2:
[75] twitter.com
[11] washingtonpost.com
[10] youtube.com
[7] co.uk
[4] breitbart.com
[4] medium.com
[3] google.com
[3] michelleforboston.com
[2] nytimes.com
[2] fiverr.com

Top Domains in Tweet in G3:
[156] twitter.com
[10] youtube.com
[4] yahoo.com
[2] healthcare.gov
[1] cnn.com
[1] talkingpointsmemo.com
[1] house.gov
[1] datamade.us
[1] change.org
[1] thehill.com

Top Domains in Tweet in G4:
[72] twitter.com

Top Domains in Tweet in G5:
[7] twitter.com
[2] yahoo.com
[1] co.uk
[1] btselem.org

Top Domains in Tweet in G6:
[8] twitter.com
[4] thedailybeast.com
[3] thehill.com
[2] washingtonpost.com
[2] politico.com
[1] tiktok.com
[1] bloomberg.com

Top Domains in Tweet in G7:
[12] twitter.com
[2] irishtechnews.ie
[1] youtube.com
[1] coindesk.com
[1] bitcoinmagazine.com

Top Domains in Tweet in G8:
[142] twitter.com
[1] time.com

Top Domains in Tweet in G9:
[16] youtube.com
[3] twitter.com
[1] greenpeace.org

Top Domains in Tweet in G10:
[9] twitter.com
[3] medium.com
[1] yahoo.com
[1] msn.com
[1] pcgamer.com
[1] substack.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2533] bitcoin
[115] 4thstimulas
[87] helpthepeople
[72] msc
[49] cancelstudentdebt
[44] purplepower
[35] reconciliation
[34] getitdone
[32] fightfor15
[28] recons



Top Hashtags in Tweet in G1:
[2505] bitcoin
[1] btc

Top Hashtags in Tweet in G2:
[18] fightfor15
[17] cancelstudentdebt
[13] wealthtax
[8] fightfor25
[8] bitcoin
[7] gwcommencement
[7] sanctionpakistan
[6] msc
[5] recallgavinnewsom
[5] ssi

Top Hashtags in Tweet in G3:
[115] 4thstimulas
[87] helpthepeople
[66] msc
[44] purplepower
[35] reconciliation
[34] getitdone
[31] cancelstudentdebt
[28] recons
[23] reconp
[14] seats4stimulus

Top Hashtags in Tweet in G4:
[1] faucahontas

Top Hashtags in Tweet in G5:
[18] waive_visa_ban_for_irgc_drafted_men
[12] ina212a3b
[12] ina306
[7] allowaccesstotigray
[7] justice4tigrayswomenandgirls
[7] tigraygenocide
[3] tplfterroristgroup
[3] handsoffethiopia
[2] afghanistan
[2] education

Top Hashtags in Tweet in G6:
[2] neveragain
[2] keepcaliforniablue
[1] berniewouldhavewontwice
[1] russiagate
[1] sethrich
[1] dnc
[1] wikileaks
[1] freeassange
[1] democraticdebate2020
[1] enoughisenough

Top Hashtags in Tweet in G7:
[4] amc
[3] acmpr
[3] suspenddarkpools
[3] darkpoolabuse
[3] worthreading
[2] cryptoregs
[2] cryptocurrencies
[2] nakedshorts
[2] gme
[2] apestrongtogether

Top Hashtags in Tweet in G8:
[12] fightfor15
[3] taxtherich
[2] wealthtax
[1] fairtax
[1] do_it_now
[1] payyourfairshare
[1] fairshare
[1] nhpolitics
[1] endthefilibuster
[1] votingrightsact

Top Hashtags in Tweet in G9:
[3] suryadrones
[2] elongaruda
[1] climatecrisis
[1] renewableenergy
[1] sdgs
[1] climate
[1] solarenergy
[1] solardrones
[1] goptaxscamfortherich
[1] gop

Top Hashtags in Tweet in G10:
[12] bitcoin
[2] pocahantas
[2] scam
[1] abolishtheirs
[1] btcfixesthis
[1] btc
[1] worcestertogether
[1] retirealready
[1] neobank
[1] neoscam

Top Words
Top Words in Tweet in Entire Graph:
[4197] ewarren
[2690] bencaselin
[2549] power
[2533] #bitcoin
[2522] war
[2513] video
[2509] warren's
[2505] criticism
[2504] moody's
[2504] mood

Top Words in Tweet in G1:
[2689] bencaselin
[2505] #bitcoin
[2505] video
[2504] warren's
[2504] war
[2504] moody's
[2504] mood
[2504] discuss
[2504] nature
[2504] criticism

Top Words in Tweet in G2:
[2498] ewarren
[456] wage
[382] minimum
[240] people
[231] 15
[199] pay
[183] more
[171] make
[154] tax
[145] need

Top Words in Tweet in G3:
[880] ewarren
[514] aoc
[494] speakerpelosi
[402] senschumer
[236] berniesanders
[235] potus
[219] paulajean2020
[202] vp
[194] coribush
[169] sensanders

Top Words in Tweet in G4:
[368] minimum
[368] wage
[358] markyoungtruth
[340] support
[339] family
[338] job
[337] lying
[336] time
[336] stop
[23] much

Top Words in Tweet in G5:
[65] ewarren
[51] potus
[41] statedept
[41] vp
[34] secblinken
[31] repjudychu
[26] cnn
[26] usenvoyiran
[25] michelleobama
[24] bbckalbasi

Top Words in Tweet in G6:
[59] ewarren
[32] projectlincoln
[24] sensanders
[20] ossoff
[20] nycpaf
[20] petebuttigieg
[16] betoorourke
[16] reverendwarnock
[15] wsj
[14] mikel_jollett

Top Words in Tweet in G7:
[62] attorneyjeremy1
[61] digitalassetbuy
[58] clear
[57] protect
[57] investors
[56] very
[56] great
[56] summary
[56] congress
[55] ewarren

Top Words in Tweet in G8:
[17] 15
[13] minimum
[13] wage
[12] #fightfor15
[11] warren
[10] make
[9] people
[8] elizabeth
[7] tax
[7] good

Top Words in Tweet in G9:
[24] elonmusk
[22] ewarren
[18] agnishwarj
[17] helenclarknz
[17] vincentcoyle1
[16] actormadhavan
[16] kiranshaw
[16] robertovalentun
[15] allowed
[15] eversourcecorp

Top Words in Tweet in G10:
[97] ewarren
[68] senwarren
[38] wells
[38] fargo
[38] foreclosure
[26] samanthamess8
[24] please
[20] everybody
[19] ask
[19] ceo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2504] warren's,war
[2504] war,#bitcoin
[2504] #bitcoin,moody's
[2504] moody's,mood
[2504] mood,video
[2504] video,discuss
[2504] discuss,nature
[2504] nature,criticism
[2504] criticism,power
[2503] bencaselin,warren's

Top Word Pairs in Tweet in G1:
[2504] warren's,war
[2504] war,#bitcoin
[2504] #bitcoin,moody's
[2504] moody's,mood
[2504] mood,video
[2504] video,discuss
[2504] discuss,nature
[2504] nature,criticism
[2504] criticism,power
[2503] bencaselin,warren's

Top Word Pairs in Tweet in G2:
[334] minimum,wage
[69] ewarren,15
[61] wage,job
[59] transcendingpsy,ewarren
[58] min,wage
[52] ewarren,great
[49] meet,greet
[48] great,worcester
[48] worcester,tonight
[48] tonight,another

Top Word Pairs in Tweet in G3:
[195] ewarren,aoc
[166] speakerpelosi,chuck_shumer
[166] chuck_shumer,ewarren
[165] aoc,coribush
[118] senschumer,speakerpelosi
[115] berniesanders,aoc
[113] paulajean2020,speakerpelosi
[105] senschumer,ewarren
[98] aoc,repjayapal
[95] speakerpelosi,berniesanders

Top Word Pairs in Tweet in G4:
[368] minimum,wage
[338] support,family
[336] time,minimum
[336] wage,job
[336] job,support
[336] family,stop
[336] stop,lying
[335] markyoungtruth,time
[23] much,minimum
[23] wage,beads

Top Word Pairs in Tweet in G5:
[36] potus,vp
[25] vp,secblinken
[24] cnn,bbckalbasi
[23] bbckalbasi,repjudychu
[23] repjudychu,rephoulahan
[21] secblinken,statedept
[21] statedept,cnn
[18] #waive_visa_ban_for_irgc_drafted_men,potus
[16] rephoulahan,usabehfarsi
[16] usabehfarsi,berniesanders

Top Word Pairs in Tweet in G6:
[13] ossoff,reverendwarnock
[13] ewarren,ossoff
[11] sensanders,petebuttigieg
[11] petebuttigieg,ewarren
[10] projectlincoln,billkristol
[9] billkristol,sensanders
[8] doricchiel74,financialtimes
[8] financialtimes,projectlincoln
[7] joebiden,ewarren
[6] cnnbrk,abc

Top Word Pairs in Tweet in G7:
[56] very,clear
[56] clear,great
[56] great,summary
[56] summary,attorneyjeremy1
[56] attorneyjeremy1,protect
[56] protect,investors
[56] investors,congress
[55] digitalassetbuy,very
[10] hustlefundbaby,amazon
[10] proposed,cryptocurrency

Top Word Pairs in Tweet in G8:
[9] minimum,wage
[7] elizabeth,warren
[3] once,again
[3] child,care
[3] care,medicare
[3] 15,hour
[2] good,people
[2] years,ago
[2] rich,trillions
[2] investments,child

Top Word Pairs in Tweet in G9:
[16] elonmusk,actormadhavan
[16] actormadhavan,kiranshaw
[16] kiranshaw,helenclarknz
[16] helenclarknz,robertovalentun
[16] robertovalentun,vincentcoyle1
[14] vincentcoyle1,columbiauenergy
[13] eversourcecorp,allowed
[13] allowed,straight
[13] straight,lie
[13] lie,kids

Top Word Pairs in Tweet in G10:
[38] wells,fargo
[19] ewarren,please
[19] please,ask
[19] ask,wells
[19] fargo,ceo
[19] ceo,lied
[19] lied,everybody
[19] everybody,halting
[19] halting,foreclosure
[19] foreclosure,activity

Top Replied-To
Top Replied-To in Entire Graph:
@ewarren
@paulajean2020
@potus
@transcendingpsy
@thejusticedept
@gregcarter34
@fllgator1
@ayannapressley
@bidenburner46
@senschumer

Top Replied-To in G1:
@bencaselin

Top Replied-To in G2:
@ewarren
@transcendingpsy
@gregcarter34
@fllgator1
@ayannapressley
@bidenburner46
@realtonyriggio
@gregory_kessell
@erickak196684
@johnstandard18

Top Replied-To in G3:
@paulajean2020
@ewarren
@potus
@thejusticedept
@senschumer
@aoc
@1kitty6
@johnbrennan
@nycpaf
@andy_eattherich

Top Replied-To in G4:
@chuckwoolery
@markyoungtruth

Top Replied-To in G5:
@amazonnews
@ewarren
@hamesha62041157
@saeideahmady
@softip
@chrishu34451470
@wolfe_herb
@hassana89194474
@elina27479106
@iranianformerd1

Top Replied-To in G6:
@cnnbrk
@doricchiel74
@combatsespoir
@ajividen73
@rbreich
@nprfreshair
@theview
@carolenovielli
@financialtimes
@waltshaub

Top Replied-To in G7:
@garygensler
@ewarren
@johnedeaton1
@digitalassetbuy
@davidskylarkk
@hustlefundbaby
@ok___cool
@secgov
@laughinpaulryan
@escanner

Top Replied-To in G9:
@agnishwarj
@wearemessi
@xr_westmass
@climatepledge
@sumitaneja1
@actagni
@theapis_io
@billgates
@sandhutaranjits

Top Replied-To in G10:
@ewarren
@senwarren
@natbrunell
@samanthamess8
@bitcoinissaving
@tedcruz
@robert86583128
@backpacker_btc
@vinnylingham
@ayannapressley

Top Mentioned
Top Mentioned in Entire Graph:
@ewarren
@bencaselin
@aoc
@speakerpelosi
@senschumer
@markyoungtruth
@potus
@vp
@berniesanders
@sensanders

Top Mentioned in G1:
@bencaselin
@ewarren
@aaxexchange
@t_xiaoduo_zhang
@_thorchan
@bryan_a_cheung
@finsightnews
@holdfartsbsc

Top Mentioned in G2:
@ewarren
@transcendingpsy
@wutrain
@realtonyriggio
@rokhanna
@gregcarter34
@potus
@bidenburner46
@the_terroirist
@el_comunista__

Top Mentioned in G3:
@ewarren
@aoc
@speakerpelosi
@senschumer
@berniesanders
@vp
@coribush
@potus
@chuck_shumer
@sensanders

Top Mentioned in G4:
@markyoungtruth
@ewarren
@cbbboston
@lisacosmo
@saminsunderland
@chuckwoolery

Top Mentioned in G5:
@ewarren
@potus
@vp
@statedept
@secblinken
@repjudychu
@cnn
@flotus
@bbckalbasi
@michelleobama

Top Mentioned in G6:
@ewarren
@projectlincoln
@sensanders
@ossoff
@nycpaf
@petebuttigieg
@reverendwarnock
@betoorourke
@wsj
@mikel_jollett

Top Mentioned in G7:
@attorneyjeremy1
@digitalassetbuy
@ewarren
@garygensler
@secgov
@amazon
@sec_enforcement
@hustlefundbaby
@potus
@senwarren

Top Mentioned in G8:
@dorothystella7
@jbole1

Top Mentioned in G9:
@ewarren
@elonmusk
@actormadhavan
@kiranshaw
@helenclarknz
@robertovalentun
@vincentcoyle1
@eversourcecorp
@e
@sumitaneja1

Top Mentioned in G10:
@ewarren
@senwarren
@wellsfargo
@fscdems
@speakerpelosi
@samanthamess8
@natbrunell
@tedcruz
@backpacker_btc
@bitcoinissaving

Top Tweeters
Top Tweeters in Entire Graph:
@souljahsingh
@cipherequality
@debilu2
@mharvey816
@kenkircher1
@backstorymom1
@daily_express
@saragomezaranci
@thehill
@b1e56df9ce6549f

Top Tweeters in G1:
@w4r_1
@bsadon
@dobeuri
@gabo1806
@rita_tj
@param_sidhu77
@baekipao
@rj_foryou
@heffheven
@liaaakyu

Top Tweeters in G2:
@cipherequality
@kenkircher1
@backstorymom1
@daily_express
@saragomezaranci
@digestwordpress
@raybeckerman
@debrob1947
@gregmroscoe
@lorisums

Top Tweeters in G3:
@debilu2
@thehill
@b1e56df9ce6549f
@reuters
@wellness4you13
@purplegarter1
@jeannie_hartley
@skepmi
@iamforeverblue2
@drseid

Top Tweeters in G4:
@souljahsingh
@lyndae222
@bikerbd
@boottmills228
@saminsunderland
@e__strobel
@gingermarple
@jeb1149
@theresalrosa
@wandahaynes

Top Tweeters in G5:
@greeeneyedwhwom
@_silversmith
@huffpost
@bostonglobe
@washingtonpost
@latimes
@bbcworld
@theeconomist
@cnni
@chicagotribune

Top Tweeters in G6:
@wsbtv
@combatsespoir
@b52malmet
@thedailybeast
@abc
@politico
@wsj
@angel2damax
@ajc
@financialtimes

Top Tweeters in G7:
@seekingalpha
@npsusa
@groovy_ky
@foxnews
@nypost
@fabucat
@asterixdegaulle
@medinacerecero
@tcrpartybot
@chanakyaneeti77

Top Tweeters in G8:
@allentien
@dorothystella7
@redhead1558
@benjamindstone
@shawbear76
@thepumamama
@keidekay
@daintymae2
@ramanan_v
@wayneadam

Top Tweeters in G9:
@ndtv
@valaafshar
@cnbc
@daveweigel
@jackthelad1947
@hanslak
@garyvee
@pattyarquette
@wef
@cllrainslie

Top Tweeters in G10:
@shieldvoc
@chasesupport
@tchevalier10
@rollca49
@frandunn71
@gailbee
@bitcoinissaving
@agreenphotog
@gladstein
@n7zzt