ewarren, Twitter, 8/3/2021 9:11:23 PM, 259513


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ewarren_2021-08-03_05-27-01.xlsx
ewarren_2021-08-03_05-27-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2021
Short Description:
ewarren via NodeXL https://bit.ly/3fvll1R
@ewarren
@coribush
@alexpadilla4ca
@arslanrpk501
@japamahatma
@andrewpduncan2
@amberforiowa
@assangeboston
@commongroundtoo
@fitx_investguy

Top hashtags:
#cancelstudentdebt
#endthefilibuster
#vaxtovote
#assangedefenseboston

Description:
Description
The graph represents a network of 7,204 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, 03 August 2021 at 12:35 UTC.

The requested start date was Tuesday, 03 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 2-day, 3-hour, 7-minute period from Saturday, 31 July 2021 at 19:42 UTC to Monday, 02 August 2021 at 22:49 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 : 7204
Unique Edges : 8513
Edges With Duplicates : 18898
Total Edges : 27411
Number of Edge Types : 5
Mentions : 13025
Tweet : 244
Replies to : 3628
Retweet : 3520
MentionsInRetweet : 6994
Self-Loops : 313
Reciprocated Vertex Pair Ratio : 0.0119533527696793
Reciprocated Edge Ratio : 0.0236243157591472
Connected Components : 197
Single-Vertex Connected Components : 164
Maximum Vertices in a Connected Component : 6861
Maximum Edges in a Connected Component : 26990
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.872846
Graph Density : 0.00026756388058742
Modularity : 0.365079
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,204 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, 03 August 2021 at 12:35 UTC.

The requested start date was Tuesday, 03 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 2-day, 3-hour, 7-minute period from Saturday, 31 July 2021 at 19:42 UTC to Monday, 02 August 2021 at 22:49 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:
[138] https://twitter.com/ewarren/status/1421915703540596743
[50] https://twitter.com/ewarren/status/1422201759154548740
[35] https://twitter.com/ewarren/status/1422312770033405952
[31] https://twitter.com/CoriBush/status/1421520101212364808
[30] https://twitter.com/ewarren/status/1421583024932671497
[19] https://twitter.com/ewarren/status/1420827489497145345
[11] https://twitter.com/GavinNewsom/status/1420455297471049731
[7] https://hackmd.io/cEw2Z-QcR1yvQ8wAeQZdnQ
[6] https://twitter.com/evanlweber/status/1421512262171385863
[5] https://www.ajc.com/news/atlanta-news/dekalb-judge-issues-new-countywide-eviction-moratorium/4U56X6QWXJAHJB6IVAB6GPGIRI/?outputType=amp&__twitter_impression=true

Top URLs in Tweet in G1:
[11] https://twitter.com/GavinNewsom/status/1420455297471049731
[6] https://twitter.com/ewarren/status/1421915703540596743
[6] https://twitter.com/ewarren/status/1422312770033405952
[5] https://twitter.com/ewarren/status/1420827489497145345
[5] https://www.ajc.com/news/atlanta-news/dekalb-judge-issues-new-countywide-eviction-moratorium/4U56X6QWXJAHJB6IVAB6GPGIRI/?outputType=amp&__twitter_impression=true
[4] https://twitter.com/CoriBush/status/1421520101212364808
[3] https://twitter.com/ewarren/status/1421583024932671497
[3] https://twitter.com/ewarren/status/1416038633321156614
[3] https://twitter.com/zackvoell/status/1421705740323016708
[2] https://taxfoundation.org/publications/latest-federal-income-tax-data/

Top URLs in Tweet in G2:
[26] https://twitter.com/CoriBush/status/1421520101212364808
[4] https://twitter.com/ewarren/status/1421915703540596743
[3] https://twitter.com/DenmarkRepent/status/1421882963738853376?s=19
[2] https://twitter.com/coribush/status/1421520101212364808
[1] https://mobile.twitter.com/chargrille/status/1421625424946221056
[1] https://twitter.com/JStein_WaPo/status/1422269966854860813
[1] https://www.youtube.com/watch?v=yeVx1C73o8k&feature=youtu.be

[1] https://www.youtube.com/watch?v=VVxYOQS6ggk&feature=youtu.be

[1] https://www.youtube.com/watch?v=_N8nqJps9dk&feature=youtu.be

[1] https://twitter.com/PersistOhio/status/1421164478725595136

Top URLs in Tweet in G3:
[28] https://twitter.com/ewarren/status/1421915703540596743
[7] https://twitter.com/ewarren/status/1421583024932671497
[3] https://www.dailymail.co.uk/news/article-9847637/Video-shows-white-Texas-cop-laying-black-teenager-yells-breathe.html?ito=social-twitter_dailymailus
[3] https://twitter.com/mxPlzner/status/1418349574138130433?s=20
[2] https://twitter.com/ewarren/status/1422312770033405952
[2] https://twitter.com/ewarren/status/1422201759154548740
[2] https://twitter.com/ReutersAfrica/status/1422298083040374786
[2] https://twitter.com/lalate/status/1421657559568502785
[2] https://twitter.com/ewarren/status/1420827489497145345
[2] https://twitter.com/TeamT03254939/status/1421996629188648961?s=20

Top URLs in Tweet in G4:
[5] https://twitter.com/evanlweber/status/1421512262171385863
[2] https://twitter.com/ewarren/status/1422312770033405952
[2] https://projects.propublica.org/jan-6-video-evidence/
[2] https://twitter.com/ewarren/status/1421915703540596743
[1] https://twitter.com/aquabsc/status/1422320681140711445
[1] https://twitter.com/sdonziger/status/1421483152619577350
[1] https://twitter.com/NikDeCostaKlipa/status/1422196575049338881
[1] https://twitter.com/Laurie_Garrett/status/1421887683782131718
[1] https://twitter.com/asstwileygene/status/398057013336236032
[1] https://twitter.com/greatmahaan/status/931037110793940993

Top URLs in Tweet in G5:
[2] https://apnews.com/article/sports-nba-africa-business-e152a20d8fe54bb4d62a4a53c81b9720
[1] https://www.umassmed.edu/news/news-archives/2021/07/covid-vaccine-trial-for-kids-on-track-says-kidcove-principal-investigator-at-umms/
[1] https://www.npr.org/2020/11/17/916890880/we-are-shipping-to-the-u-s-china-s-fentanyl-sellers-find-new-routes-to-drug-user
[1] https://twitter.com/goni_lessan/status/1421836653325336580
[1] https://www.politico.com/newsletters/politico-china-watcher/2021/07/29/lawmakers-nba-players-profiting-from-slave-labor-in-china-493767
[1] https://www.espn.com/nba/story/_/id/29553829/espn-investigation-finds-coaches-nba-china-academies-complained-player-abuse-lack-schooling
[1] https://twitter.com/iingwen/status/1421387680206581761
[1] https://twitter.com/andrewpduncan2/status/1421794470878715905
[1] https://www.state.gov/global-magnitsky-act/
[1] https://twitter.com/business/status/1419864689220231168

Top URLs in Tweet in G6:
[77] https://twitter.com/ewarren/status/1421915703540596743
[39] https://twitter.com/ewarren/status/1422201759154548740
[19] https://twitter.com/ewarren/status/1422312770033405952
[18] https://twitter.com/ewarren/status/1421583024932671497
[8] https://twitter.com/ewarren/status/1420827489497145345
[2] https://twitter.com/ewarren/status/1372979566239703042
[1] https://twitter.com/ewarren/status/1421245439165227014
[1] https://twitter.com/ewarren/status/1416486162554925063
[1] https://twitter.com/ewarren/status/1421164821207203841
[1] https://twitter.com/ewarren/status/1421915703540596736

Top URLs in Tweet in G7:
[1] https://twitter.com/ewarren/status/1422201759154548740
[1] https://twitter.com/teenvogue/status/1422204312961404930
[1] https://twitter.com/tiffortiffany/status/1421517791711186947
[1] https://twitter.com/speakerpelosi/status/1421656979559391233
[1] https://twitter.com/WorkingFamilies/status/1421681800628342784
[1] https://twitter.com/evanlweber/status/1421512262171385863

Top URLs in Tweet in G8:
[1] https://twitter.com/TodaYoshiro/status/1421640079957651462?s=19
[1] https://drive.google.com/file/d/1hg0BuavFfI-hogFyyFkrmAPHykXoYLFj/view?usp=sharing
[1] https://twitter.com/BernieSanders/status/1422232222145331200
[1] https://www.washingtonpost.com/news/worldviews/wp/2016/10/30/the-u-s-spent-billions-building-roads-in-afghanistan-now-many-of-them-are-beyond-repair/
[1] https://twitter.com/VegasVisions/status/1421881551101386752
[1] https://twitter.com/RBReich/status/1422011837806153734

Top URLs in Tweet in G9:
[1] https://twitter.com/ewarren/status/1321255295599939584
[1] https://twitter.com/natgcoh/status/1422166864763949056
[1] https://twitter.com/ronfilipkowski/status/1421595344597667846

Top URLs in Tweet in G10:
[1] https://actionnetwork.org/events/national-moral-monday-action-in-dc?source=twitter&
[1] https://www.medtechdive.com/news/fda-starts-review-of-how-skin-pigmentation-affects-pulse-oximeter-results/595436/
[1] https://twitter.com/bbchealth/status/1421437682207580160

Top Domains
Top Domains in Tweet in Entire Graph:
[580] twitter.com
[22] youtube.com
[7] hackmd.io
[5] cnn.com
[5] ajc.com
[4] google.com
[4] co.uk
[3] propublica.org
[3] yahoo.com
[3] substack.com

Top Domains in Tweet in G1:
[86] twitter.com
[7] youtube.com
[5] ajc.com
[3] bloomberg.com
[2] forbes.com
[2] congress.gov
[2] yahoo.com
[2] google.com
[2] taxfoundation.org
[2] mercurynews.com

Top Domains in Tweet in G2:
[44] twitter.com
[3] youtube.com
[1] senate.gov
[1] teechip.com
[1] raygunsite.com
[1] viralstyle.com
[1] covid.you
[1] case.net

Top Domains in Tweet in G3:
[161] twitter.com
[10] youtube.com
[4] cnn.com
[3] co.uk
[2] theatlantic.com
[2] vimeo.com
[1] usnews.com
[1] cbsnews.com
[1] yahoo.com
[1] naca.com

Top Domains in Tweet in G4:
[23] twitter.com
[2] propublica.org
[1] ft.com
[1] ryukyushimpo.jp
[1] debt.org
[1] youtube.com

Top Domains in Tweet in G5:
[10] twitter.com
[2] apnews.com
[1] umassmed.edu
[1] npr.org
[1] politico.com
[1] espn.com
[1] state.gov

Top Domains in Tweet in G6:
[169] twitter.com
[1] google.com
[1] cato.org
[1] fee.org

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

Top Domains in Tweet in G8:
[4] twitter.com
[1] google.com
[1] washingtonpost.com

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

Top Domains in Tweet in G10:
[1] actionnetwork.org
[1] medtechdive.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[120] cancelstudentdebt
[76] endthefilibuster
[64] vaxtovote
[57] assangedefenseboston
[57] freejulianassange
[53] msc
[46] covingtonboys
[39] purplepower
[31] fixpslf
[30] wevote



Top Hashtags in Tweet in G1:
[46] covingtonboys
[25] endthefilibuster
[17] cancelstudentdebt
[11] bitcoin
[9] wealthtax
[5] btc
[5] socialsecurity
[4] proact
[3] eth
[3] doge

Top Hashtags in Tweet in G2:
[64] vaxtovote
[4] metoo
[4] usa
[4] jobs
[3] housingforall
[3] evictionmoratorium
[2] americans
[2] churches
[2] foodbank
[2] food

Top Hashtags in Tweet in G3:
[98] cancelstudentdebt
[51] msc
[39] purplepower
[31] fixpslf
[30] wevote
[17] retweet
[12] ssreform
[11] lalate
[10] writethebill
[7] evictionmoratorium

Top Hashtags in Tweet in G4:
[3] moscowmitch
[3] evictions
[2] endthefilibuster
[2] okinawa
[2] henoko
[2] americanvoices
[2] ibelievetara
[1] warnact
[1] m4a
[1] usa

Top Hashtags in Tweet in G5:
[4] coribush
[3] waive_visa_ban_for_irgc_drafted_men
[2] presidentbiden
[2] americans
[1] milkteaalliance
[1] freejoshuawong
[1] ina212a3b
[1] ina306
[1] bitcoin
[1] madrespect

Top Hashtags in Tweet in G6:
[31] endthefilibuster
[10] wealthtax
[6] endthefilibusternow
[4] cancelstudentdebt
[3] moscowmitch
[2] taxtherich
[1] childcare
[1] teachers
[1] earlychildhood
[1] votermandate

Top Hashtags in Tweet in G7:
[3] forthepeopleact
[3] recesscanwait
[3] democracycantwait
[1] evictionmoratorium
[1] infrastructurebill
[1] extendthemoratorium

Top Hashtags in Tweet in G8:
[2] btc
[1] bitcoin
[1] globalascendancy
[1] icemelt
[1] media
[1] xrp

Top Hashtags in Tweet in G9:
[2] neveragain
[1] berniewouldhavewontwice
[1] russiagate
[1] sethrich
[1] dnc
[1] wikileaks
[1] freeassange
[1] democraticdebate2020
[1] fidelcastro

Top Words
Top Words in Tweet in Entire Graph:
[5377] ewarren
[2431] coribush
[1379] government
[1371] take
[1309] capitol
[1293] action
[1288] last
[1288] democratic
[1283] ve
[1268] save

Top Words in Tweet in G1:
[2712] ewarren
[486] people
[297] moratorium
[292] eviction
[285] public
[278] health
[270] keep
[232] tax
[231] cdc
[230] pay

Top Words in Tweet in G2:
[2219] coribush
[1239] capitol
[1221] government
[1208] ve
[1207] take
[1205] last
[1201] action
[1199] save
[1198] outside
[1198] democratic

Top Words in Tweet in G3:
[798] ewarren
[439] speakerpelosi
[438] senschumer
[307] potus
[296] one
[271] sensanders
[240] alexpadilla4ca
[220] repjayapal
[190] free
[187] healthcare

Top Words in Tweet in G4:
[175] ewarren
[99] joebiden
[94] people
[90] markyoungtruth
[88] sensanders
[82] pay
[82] taxes
[82] report
[80] wealthy
[80] democrats

Top Words in Tweet in G5:
[33] secblinken
[33] ewarren
[31] potus
[15] andrewpduncan2
[14] borisjohnson
[12] usambun
[11] jonathanvswan
[11] vp
[10] jchengwsj
[10] aoc

Top Words in Tweet in G6:
[31] #endthefilibuster
[18] people
[11] wealth
[10] yes
[10] filibuster
[10] #wealthtax
[9] power
[9] make
[8] need
[8] keep

Top Words in Tweet in G7:
[120] ewarren
[76] tiffortiffany
[57] coribush
[45] fight
[41] righteous
[40] worth
[40] persisting
[40] thank
[39] fights
[39] smiles

Top Words in Tweet in G8:
[157] uwajimaya
[97] kotl
[91] ajassy
[89] jeffbezos
[74] yoshi
[72] ewarren
[65] agowa
[65] elonmusk
[65] amazon
[64] newyorkstateag

Top Words in Tweet in G9:
[15] ewarren
[11] children
[11] nelsonmandela
[10] keener
[10] revelation
[10] society
[10] soul
[10] way
[10] treats
[9] gentlystream

Top Words in Tweet in G10:
[20] ewarren
[9] rudraaaaaaaaa
[9] brianschaaf521
[9] pva1946
[9] gamestop
[9] vfwhq
[9] civilrights
[9] bbb_us
[9] colospringsnews
[9] krdonc13

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1251] take,action
[1250] last,night
[1250] democratic,controlled
[1249] controlled,government
[1249] government,take
[1248] ve,outside
[1248] outside,capitol
[1248] capitol,last
[1248] night,demanding
[1248] demanding,democratic

Top Word Pairs in Tweet in G1:
[290] eviction,moratorium
[261] public,health
[217] cdc,authority
[216] ewarren,cdc
[215] extend,eviction
[213] safe,public
[212] authority,responsibility
[212] responsibility,extend
[212] moratorium,keep
[212] keep,people

Top Word Pairs in Tweet in G2:
[1196] last,night
[1196] democratic,controlled
[1196] take,action
[1195] ve,outside
[1195] outside,capitol
[1195] capitol,last
[1195] night,demanding
[1195] demanding,democratic
[1195] controlled,government
[1195] government,take

Top Word Pairs in Tweet in G3:
[180] afford,medication
[179] vaccines,free
[179] free,basic
[179] basic,healthcare
[179] healthcare,one
[179] one,die
[179] die,afford
[178] alexpadilla4ca,vaccines
[158] senschumer,ewarren
[142] repjayapal,speakerpelosi

Top Word Pairs in Tweet in G4:
[86] joebiden,sensanders
[86] sensanders,ewarren
[80] wealthy,people
[80] people,pay
[80] pay,taxes
[80] taxes,democrats
[80] democrats,joebiden
[80] ewarren,claim
[80] claim,irs
[80] irs,report

Top Word Pairs in Tweet in G5:
[11] potus,secblinken
[10] jonathanvswan,jchengwsj
[8] bobfu4china,solomonyue
[8] solomonyue,jonathanvswan
[8] jchengwsj,jonlemire
[8] jonlemire,jonkarl
[8] jonkarl,jenniferjjacobs
[8] jenniferjjacobs,maggienyt
[8] maggienyt,maddowblog
[8] maddowblog,brhodes

Top Word Pairs in Tweet in G6:
[8] wealth,tax
[4] elizabeth,warren
[3] make,happen
[3] voting,rights
[2] eviction,moratorium
[2] democrats,stand
[2] stand,newsom
[2] yes,yes
[2] power,grab
[2] having,power

Top Word Pairs in Tweet in G7:
[39] righteous,fights
[39] fights,worth
[39] worth,persisting
[39] persisting,smiles
[39] smiles,fight
[39] fight,serious
[39] serious,thank
[39] thank,ewarren
[38] tiffortiffany,righteous
[38] ewarren,coribus

Top Word Pairs in Tweet in G8:
[64] agowa,newyorkstateag
[63] newyorkstateag,barackobama
[62] elonmusk,ewarren
[62] ewarren,aoc
[61] amazonnews,davehclark
[61] davehclark,perkinscoiellp
[61] perkinscoiellp,jeffbezos
[61] jeffbezos,mackenziescott
[61] mackenziescott,agowa
[61] barackobama,michelleobama

Top Word Pairs in Tweet in G9:
[10] keener,revelation
[10] revelation,society
[10] society,soul
[10] soul,way
[10] way,treats
[10] treats,children
[10] children,nelsonmandela
[9] gentlystream,keener
[4] lis_smith,goodguypete2020
[4] goodguypete2020,amjoyshow

Top Word Pairs in Tweet in G10:
[9] rudraaaaaaaaa,brianschaaf521
[9] brianschaaf521,pva1946
[9] pva1946,gamestop
[9] gamestop,vfwhq
[9] vfwhq,civilrights
[9] civilrights,bbb_us
[9] bbb_us,colospringsnews
[9] colospringsnews,krdonc13
[9] krdonc13,kktv11news
[9] kktv11news,koaa

Top Replied-To
Top Replied-To in Entire Graph:
@ewarren
@coribush
@thehill
@amazonnews
@potus
@ktforbiden
@alexpadilla4ca
@boeing74
@ndeal123
@odetteroulette

Top Replied-To in G1:
@ewarren
@thehill
@ndeal123
@duckyousuckerz
@questioning1729
@iiooiiooiiiio
@boeing74
@alliber98671915
@dkweingarden
@miteecs1975

Top Replied-To in G2:
@coribush
@ewarren
@davidrudy3
@owenhjohnson1
@pattycakes0123
@alexknight_1991
@quebalander
@_iamblakeley
@andrewcicchett1
@davidmweissman

Top Replied-To in G3:
@ewarren
@potus
@alexpadilla4ca
@speakerpelosi
@thejusticedept
@boeing74
@rashidatlaib
@senwarren
@berniesanders
@senschumer

Top Replied-To in G4:
@ewarren
@aliciaonmsnbc
@markyoungtruth
@msnbc
@savagejoymarie1
@gretathunberg
@potus
@agedblacklady
@joebiden
@greenpeace

Top Replied-To in G5:
@ilhanmn
@martinplaut
@michelleobama
@gordongchang
@bobfu4china
@potus
@senwarren
@peterbelayneh
@pamelafalk
@sally_keeble

Top Replied-To in G7:
@tiffortiffany
@bhl2short
@kristenhfornc
@ewarren
@darlene75987926
@aliciaonmsnbc
@ccoceans311
@coribush

Top Replied-To in G8:
@amazonnews
@smashomash
@chrismartzwx
@rt_com
@abcnews
@angelamerkel
@deracenft
@moonchaser2020

Top Replied-To in G9:
@theview
@rbreich
@momsdemand
@kaitlyn_olvera
@atrupar
@ewarren
@jasonlmorrow
@gorubenruben

Top Replied-To in G10:
@rudraaaaaaaaa
@rockmedia
@ewarren
@drkatraphael
@duty2warn
@bill_maxwell_
@naacp
@bbchealth

Top Mentioned
Top Mentioned in Entire Graph:
@ewarren
@coribush
@senschumer
@sensanders
@speakerpelosi
@potus
@aoc
@vp
@repjayapal
@alexpadilla4ca

Top Mentioned in G1:
@ewarren
@thehill
@gavinnewsom
@barnes_law
@tm411327
@jeffmerkley
@guccilibertaria
@coribush
@yofinks
@squawkcnbc

Top Mentioned in G2:
@coribush
@ewarren
@davidmweissman
@evanlweber
@andrewcicchett1
@sheartherese
@manaram_byt
@nicholaspurdin
@satyamr84199773
@jvn

Top Mentioned in G3:
@ewarren
@senschumer
@speakerpelosi
@sensanders
@potus
@repjayapal
@alexpadilla4ca
@lalate
@berniesanders
@rashidatlaib

Top Mentioned in G4:
@ewarren
@joebiden
@sensanders
@markyoungtruth
@aliciaonmsnbc
@msnbc
@cnn
@wsj
@edmarkey
@jljacobson

Top Mentioned in G5:
@ewarren
@secblinken
@potus
@andrewpduncan2
@borisjohnson
@usambun
@jonathanvswan
@vp
@jchengwsj
@aoc

Top Mentioned in G6:
@jamestk789
@xavierhalehale
@rickdav41117830

Top Mentioned in G7:
@ewarren
@tiffortiffany
@coribush
@coribus
@warrendemocrat
@louanonanon
@potus
@ccoceans311
@representus
@msoliviaanna

Top Mentioned in G8:
@ewarren
@elonmusk
@potus
@jeffbezos
@vp
@aoc
@amazon
@naomiosaka
@flotus
@davehclark

Top Mentioned in G9:
@ewarren
@nelsonmandela
@gentlystream
@r
@hillaryclinton
@kamalaharris
@joebiden
@sensanders
@amyklobuchar
@joyvbehar

Top Mentioned in G10:
@ewarren
@brianschaaf521
@pva1946
@gamestop
@vfwhq
@civilrights
@bbb_us
@colospringsnews
@krdonc13
@kktv11news

Top Tweeters
Top Tweeters in Entire Graph:
@monicasloves
@kat4obama
@pparzival
@rjber15
@7b73f39b85e1415
@thereal_rebel
@billm9
@thepoliticalcat
@manmet80
@debilu2

Top Tweeters in G1:
@monicasloves
@kat4obama
@7b73f39b85e1415
@manmet80
@debilu2
@saragomezaranci
@stockguy61
@thehill
@cheezwitham
@jamestoupin

Top Tweeters in G2:
@rjber15
@dgendvil
@givemepie360
@netminnow
@n7irl
@katcapps
@reneevoicebrand
@kristafrances
@gwydion620
@kath2252

Top Tweeters in G3:
@thereal_rebel
@awelab1956
@jilevin
@wellness4you13
@pgrandee10
@emersonfan1
@aclaysuper
@squirrel1110
@rolandsmartin
@buffaloon

Top Tweeters in G4:
@meidas_damon
@guardian
@cnbsnana
@tigerbeat
@huffpost
@jeffreymeursing
@cindyceemerson
@nhk_news
@skynews
@washingtonpost

Top Tweeters in G5:
@ajenglish
@maggienyt
@wonw080
@sfchronicle
@mustikhan
@jimcramer
@hrw
@zittokabwe
@democracynow
@benedictrogers

Top Tweeters in G6:
@cannoneerfour
@awesomenezz
@dotthedragon
@cr8f
@glendah26016842
@amyriscool
@snoopaugiedog
@theactor_movie
@margeryrich
@sarahbethmoon

Top Tweeters in G7:
@_silversmith
@janiecestaton
@m5b1tch
@sds_sunlight
@frannyhelen
@dmellieon
@lscain3834
@saltycomment
@fatgirlvsworld
@jhdjane

Top Tweeters in G8:
@reuters
@rt_com
@time
@abcnews
@newsweek
@theeconomist
@guardianaus
@smh
@xhnews
@nzherald

Top Tweeters in G9:
@blubdha
@mimitexasangel
@ajc
@yahoonews
@laloalcaraz
@8newsnow
@peacepumpkinpic
@shannonrwatts
@maswartz226
@raffi_rc

Top Tweeters in G10:
@japamahatma
@zebrafinch
@cocacola
@houstonchron
@dallasnews
@alisyngayle
@baltimoresun
@hindertrump
@csgazette
@cbsaustin


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