Elizabeth Warren, Twitter, 11/30/2021 11:27:38 PM, 267292


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Elizabeth Warren_2021-11-30_06-08-02.xlsx
Elizabeth Warren_2021-11-30_06-08-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
Elizabeth Warren via NodeXL https://bit.ly/3D9086X
@senwarren
@nancytracker
@ocamericans
@ewarren
@kriskestian
@joeconchatv
@arriadna
@aghamilton29
@lizzytracker
@edzitron

Top hashtags:
#idiotadelasemana
#endcorruptionnow
#biden
#inflation
#theidiotoftheweek
#foxnews

Description:
Description
The graph represents a network of 8,107 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 Tuesday, 30 November 2021 at 14:17 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 4-day, 17-hour, 53-minute period from Thursday, 25 November 2021 at 04:56 UTC to Monday, 29 November 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 : 8107
Unique Edges : 3450
Edges With Duplicates : 11159
Total Edges : 14609
Number of Edge Types : 5
Tweet : 1158
Replies to : 1065
Retweet : 5237
MentionsInRetweet : 5798
Mentions : 1351
Self-Loops : 1196
Reciprocated Vertex Pair Ratio : 0.00539568345323741
Reciprocated Edge Ratio : 0.0107334525939177
Connected Components : 1347
Single-Vertex Connected Components : 714
Maximum Vertices in a Connected Component : 5242
Maximum Edges in a Connected Component : 11235
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.673369
Graph Density : 0.000119089390115325
Modularity : 0.540119
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,107 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 Tuesday, 30 November 2021 at 14:17 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 4-day, 17-hour, 53-minute period from Thursday, 25 November 2021 at 04:56 UTC to Monday, 29 November 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 : 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:
[151] https://twitter.com/nypost/status/1464737559733575683
[120] https://notthebee.com/article/elizabeth-warren-really-tweeted-this-and-some-people-will-actually-believe-it-
[46] https://www.wsj.com/articles/stupid-inflation-tricks-elizabeth-warren-inflation-poultry-cartel-11638129322
[39] https://www.foxnews.com/entertainment/queen-elizabeth-ii-phone-calls-princess-anne-racing-manager-john-warren
[29] https://twitter.com/senwarren/status/1463598298208473088
[26] https://twitchy.com/gregp-3534/2021/11/25/elizabeth-warren-and-stephanie-ruhle-call-out-the-real-drivers-of-inflation-greedy-corporations/
[20] https://hotair.com/jazz-shaw/2021/11/28/the-canadian-elizabeth-warren-n431706
[19] https://twitter.com/BTC_BlackFriday/status/1464293374161305600
[19] https://twitter.com/SenWarren/status/1463598298208473088
[18] https://townhall.com/tipsheet/katiepavlich/2021/11/25/theres-something-fowl-about-elizabeth-warrens-latest-calls-for-an-investigation-n2599629

Top URLs in Tweet in G1:
[10] https://elamerican.com/idiota-semana-elizabeth-warren/?lang=es
[10] https://elamerican.com/elizabeth-warren-lies-businesses-inflation/
[6] https://www.forbes.com/sites/michelatindera/2019/08/20/how-elizabeth-warren-built-a-12-million-fortune/
[3] https://elamerican.com/idiot-of-the-week-elizabeth-warren/
[2] https://www.businessinsider.com/elizabeth-warren-amazon-corporate-profits-tax-biden-jeff-bezos-2021-11
[2] https://www.nytimes.com/2018/12/06/us/politics/elizabeth-warren-dna-test-2020.html
[2] https://www.opensecrets.org/2020-presidential-race/elizabeth-warren/contributors?id=N00033492
[2] https://www.politifact.com/article/2017/dec/01/facts-behind-elizabeth-warren-and-her-native-ameri/
[1] https://www.businessinsider.com/student-loan-borrowers-out-of-default-elizabeth-warren-bernie-sanders-2021-11
[1] https://www.washingtonpost.com/opinions/2021/08/12/elizabeth-warren-tax-system-infrastructure/

Top URLs in Tweet in G2:
[1] https://twitter.com/mrandyngo/status/1465014383055093769
[1] https://thehill.com/policy/healthcare/582809-senate-dems-call-on-biden-to-push-for-covid-vaccine-patent-waivers-at-wto
[1] https://twitter.com/IndiaToday/status/1464973978229952515
[1] https://twitter.com/CliffordAsness/status/1463521659583881216

Top URLs in Tweet in G3:
[90] https://twitter.com/nypost/status/1464737559733575683
[37] https://www.wsj.com/articles/stupid-inflation-tricks-elizabeth-warren-inflation-poultry-cartel-11638129322
[15] https://twitter.com/BTC_BlackFriday/status/1464293374161305600
[14] https://twitter.com/senwarren/status/1463598298208473088
[14] https://twitter.com/SenWarren/status/1463598298208473088
[14] https://www.foxnews.com/entertainment/queen-elizabeth-ii-phone-calls-princess-anne-racing-manager-john-warren
[13] https://www.foxnews.com/world/canadian-health-expert-carrie-bourassa-indigenous-ancestry-claims
[9] https://twitter.com/ewarren/status/1463984293877891075
[8] https://twitter.com/btc_blackfriday/status/1464293374161305600
[8] https://nypost.com/2021/11/27/canadian-indigenous-health-expert-carrie-bourassa-fired-for-faking-heritage/

Top URLs in Tweet in G4:
[5] https://www.politico.com/magazine/story/2019/04/12/elizabeth-warren-profile-young-republican-2020-president-226613/
[3] https://twitter.com/BillKristol/status/1463858678986063872
[3] https://twitter.com/billkristol/status/1463858678986063872
[2] https://www.nbcnews.com/politics/2020-election/cold-call-someone-she-never-met-changed-elizabeth-warren-s-n1057926
[2] https://www.businessinsider.com/obama-aides-called-elizabeth-warren-sanctimonious-narcissist-2019-9?amp
[2] https://obamawhitehouse.archives.gov/the-press-office/2010/09/17/president-obama-names-elizabeth-warren-assistant-president-and-special-a
[1] https://www.elle.com/culture/career-politics/a30442705/elizabeth-warren-2020-video/
[1] https://www.georgetown.edu/event/a-conversation-with-senator-elizabeth-warren-on-leveling-the-playing-field/
[1] https://twitter.com/RBReich/status/1465084643389095940
[1] https://www.wsj.com/articles/stupid-inflation-tricks-elizabeth-warren-inflation-poultry-cartel-11638129322

Top URLs in Tweet in G5:
[1] https://twitter.com/Reuters/status/1463281809458929670
[1] http://to.live
[1] https://billmoyers.com/content/elizabeth-warren-on-americas-invisible-crisis/
[1] https://goldrushcam.com/sierrasuntimes/index.php/news/local-news/35047-u-s-senator-elizabeth-warren-says-big-energy-companies-jack-up-natural-gas-prices-exporting-record-amounts-to-boost-profits-while-americans-foot-the-bill
[1] https://www.businessinsider.com/elizabeth-warren-amazon-corporate-profits-tax-biden-jeff-bezos-2021-11
[1] https://twitchy.com/gregp-3534/2021/11/25/elizabeth-warren-and-stephanie-ruhle-call-out-the-real-drivers-of-inflation-greedy-corporations/

Top URLs in Tweet in G6:
[21] https://twitchy.com/gregp-3534/2021/11/25/elizabeth-warren-and-stephanie-ruhle-call-out-the-real-drivers-of-inflation-greedy-corporations/
[12] https://townhall.com/tipsheet/katiepavlich/2021/11/25/theres-something-fowl-about-elizabeth-warrens-latest-calls-for-an-investigation-n2599629
[6] https://twitter.com/nypost/status/1464737559733575683
[3] https://hotair.com/jazz-shaw/2021/11/28/the-canadian-elizabeth-warren-n431706
[2] https://reason.com/2021/11/22/elizabeth-warren-is-trying-to-blame-inflation-on-price-gouging-dont-buy-it/
[2] https://townhall.com/tipsheet/katiepavlich/2021/11/25/theres-something-fowl-about-elizabeth-warrens-latest-calls-for-an-investigation-n2599629?2513
[1] https://www.wsj.com/articles/stupid-inflation-tricks-elizabeth-warren-inflation-poultry-cartel-11638129322?st=xgqssmgnp5m0ndd&reflink=desktopwebshare_twitter
[1] https://reason.com/2021/11/22/elizabeth-warren-is-trying-to-blame-inflation-on-price-gouging-dont-buy-it/?utm_content=bufferaecd5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://reason.com/2021/11/22/elizabeth-warren-is-trying-to-blame-inflation-on-price-gouging-dont-buy-it/?utm_content=buffer1ecfc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://finance.yahoo.com/video/elizabeth-warren-rejects-runaway-inflation-120000261.html?contentType=VIDEO

Top URLs in Tweet in G7:
[3] https://twitter.com/nypost/status/1464737559733575683
[1] https://www.wsj.com/articles/stupid-inflation-tricks-elizabeth-warren-inflation-poultry-cartel-11638129322?st=rr9vupaf5l93924&reflink=desktopwebshare_twitter
[1] https://twitter.com/ewarren/status/1464288689383690251?s=21
[1] https://twitter.com/SenWarren/status/1463598298208473088
[1] https://skeptics.stackexchange.com/questions/45731/did-elizabeth-warren-plagiarize-recipes-and-publish-a-book-called-pow-wow-chow

Top URLs in Tweet in G8:
[14] https://www.cnbc.com/2021/11/18/sen-elizabeth-warren-calls-on-sec-to-investigate-trump-spac-deal.html
[1] https://www.warren.senate.gov/imo/media/doc/2021.11.18
[1] Letter
[1] to
[1] ED
[1] re
[1] student
[1] loan
[1] borrowers
[1] in

Top URLs in Tweet in G9:
[4] https://twitter.com/btc_blackfriday/status/1464293374161305600
[1] https://twitter.com/BTC_BlackFriday/status/1464293374161305600

Top URLs in Tweet in G10:
[10] 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
[3] https://twitter.com/nypost/status/1464737559733575683
[2] https://nypost.com/2019/08/19/susan-sarandon-appears-to-take-shot-at-elizabeth-warren-during-bernie-sanders-event/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[2] https://notthebee.com/article/elizabeth-warren-really-tweeted-this-and-some-people-will-actually-believe-it-
[2] https://twitter.com/senwarren/status/1463598298208473088
[1] https://www.wsj.com/articles/stupid-inflation-tricks-elizabeth-warren-inflation-poultry-cartel-11638129322?mod=opinion_lead_pos2
[1] https://hotair.com/jazz-shaw/2021/11/28/the-canadian-elizabeth-warren-n431706
[1] https://hotair.com/ed-morrissey/2021/11/26/wapo-columnist-isnt-everyone-tired-of-warrens-corporate-greed-schtick-yet-n431503
[1] https://townhall.com/tipsheet/katiepavlich/2021/11/25/theres-something-fowl-about-elizabeth-warrens-latest-calls-for-an-investigation-n2599629
[1] https://nypost.com/2019/10/16/elizabeth-warren-deletes-infamous-year-old-native-american-dna-tweet/

Top Domains
Top Domains in Tweet in Entire Graph:
[464] twitter.com
[120] notthebee.com
[93] wsj.com
[60] foxnews.com
[57] nypost.com
[33] twitchy.com
[32] forbes.com
[28] townhall.com
[27] elamerican.com
[24] hotair.com

Top Domains in Tweet in G1:
[23] elamerican.com
[7] forbes.com
[5] businessinsider.com
[3] twitter.com
[2] nytimes.com
[2] yahoo.com
[2] opensecrets.org
[2] politifact.com
[1] washingtonpost.com
[1] fee.org

Top Domains in Tweet in G2:
[3] twitter.com
[1] thehill.com

Top Domains in Tweet in G3:
[291] twitter.com
[46] wsj.com
[31] foxnews.com
[16] msn.com
[15] nypost.com
[10] hotair.com
[9] townhall.com
[8] twitchy.com
[8] mediaite.com
[7] bizpacreview.com

Top Domains in Tweet in G4:
[14] twitter.com
[7] politico.com
[3] businessinsider.com
[2] wsj.com
[2] nbcnews.com
[2] washingtonpost.com
[2] archives.gov
[1] elle.com
[1] georgetown.edu
[1] cbc.ca

Top Domains in Tweet in G5:
[1] twitter.com
[1] to.live
[1] billmoyers.com
[1] goldrushcam.com
[1] businessinsider.com
[1] twitchy.com

Top Domains in Tweet in G6:
[22] twitchy.com
[15] townhall.com
[9] twitter.com
[4] reason.com
[3] hotair.com
[1] wsj.com
[1] yahoo.com
[1] stream.org
[1] trib.al
[1] nypost.com

Top Domains in Tweet in G7:
[5] twitter.com
[1] wsj.com
[1] stackexchange.com

Top Domains in Tweet in G8:
[14] cnbc.com
[4] twitter.com
[1] senate.gov
[1] rawstory.com

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

Top Domains in Tweet in G10:
[14] nypost.com
[6] twitter.com
[2] hotair.com
[2] notthebee.com
[1] wsj.com
[1] townhall.com
[1] elamerican.com
[1] reason.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] idiotadelasemana
[11] endcorruptionnow
[9] biden
[9] inflation
[8] theidiotoftheweek
[8] foxnews
[7] hashmasks
[6] elizabethwarren
[6] happythanksgiving
[5] news



Top Hashtags in Tweet in G1:
[26] idiotadelasemana
[7] theidiotoftheweek
[3] inflation
[1] corporateprofitsminimumtax
[1] bitcoin
[1] retirealready
[1] retirementparty

Top Hashtags in Tweet in G3:
[6] foxnews
[5] elizabethwarren
[4] inflation
[4] wealthmanagement
[4] charteredwealthmanager
[3] thanksgiving
[3] queen
[2] bitcoin
[2] letsgobrandon
[2] power

Top Hashtags in Tweet in G4:
[2] election2020
[2] livingwage
[1] warrenatgu
[1] letsgobrandon
[1] chantaysanalysis
[1] mvp
[1] secpete
[1] cancelculture
[1] wokeaf
[1] elizabeth

Top Hashtags in Tweet in G5:
[1] taxtherich
[1] taxthechurches

Top Hashtags in Tweet in G6:
[5] happythanksgiving

Top Hashtags in Tweet in G8:
[11] endcorruptionnow
[1] thisisthegop
[1] partyofwhitesupremacy
[1] thereisnobottom

Top Hashtags in Tweet in G10:
[1] theidiotoftheweek

Top Words
Top Words in Tweet in Entire Graph:
[5956] elizabeth
[5743] warren
[1997] million
[1969] 836
[1208] senwarren
[1012] 2020
[993] amazon
[992] profits
[991] taxes
[989] paid

Top Words in Tweet in G1:
[1905] million
[1890] 836
[1145] senwarren
[946] taxes
[946] amazon
[946] profits
[945] paid
[945] 15
[945] owed
[945] extra

Top Words in Tweet in G2:
[767] elizabeth
[767] warren
[558] nancytracker
[553] comprehend
[553] happens
[553] print
[553] trillions
[553] dollars
[187] lizzytracker
[182] corporations

Top Words in Tweet in G3:
[727] elizabeth
[694] warren
[89] inflation
[57] people
[44] thanksgiving
[41] prices
[39] big
[39] blame
[34] corporations
[33] warren's

Top Words in Tweet in G4:
[261] elizabeth
[257] warren
[92] kristol
[91] tonymoonbeam
[87] better
[83] ewarren
[64] lmao
[35] democrat
[33] jayjay827
[32] take

Top Words in Tweet in G5:
[293] elizabeth
[293] warren
[279] energy
[278] senator
[278] companies
[278] record
[278] amounts
[268] called
[267] tuesday
[267] explain

Top Words in Tweet in G6:
[304] elizabeth
[290] warren
[178] blaming
[178] businesses
[176] joeconchatv
[176] ran
[176] president
[176] country
[176] seen
[176] serious

Top Words in Tweet in G7:
[218] people
[134] redsteeze
[134] appropriation
[134] shutting
[133] nothing
[133] funnier
[133] screaming
[133] generational
[133] racism
[132] absolut

Top Words in Tweet in G8:
[216] warren
[209] elizabeth
[142] sen
[141] investigate
[125] kylegriffin1
[121] calling
[121] justice
[121] dept
[121] major
[121] poultry

Top Words in Tweet in G9:
[219] elizabeth
[219] warren
[216] bitcoin
[210] edzitron
[200] once
[200] lifetime
[200] opportunity
[200] see
[200] metallica
[2] jrhennessy

Top Words in Tweet in G10:
[210] elizabeth
[206] warren
[138] nypost
[26] another
[26] one
[25] carrie
[24] bourassa
[24] canada
[24] rachel
[24] dolezal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5589] elizabeth,warren
[1969] 836,million
[985] million,2020
[985] 2020,alone
[984] amazon,paid
[984] paid,15
[984] 15,profits
[984] profits,taxes
[984] taxes,owed
[984] owed,extra

Top Word Pairs in Tweet in G1:
[1890] 836,million
[945] amazon,paid
[945] paid,15
[945] 15,profits
[945] profits,taxes
[945] taxes,owed
[945] owed,extra
[945] extra,836
[945] million,2020
[945] 2020,alone

Top Word Pairs in Tweet in G2:
[767] elizabeth,warren
[554] nancytracker,elizabeth
[553] warren,comprehend
[553] comprehend,happens
[553] happens,print
[553] print,trillions
[553] trillions,dollars
[184] lizzytracker,elizabeth
[180] warren,call
[180] call,corporations

Top Word Pairs in Tweet in G3:
[653] elizabeth,warren
[30] elizabeth,warren's
[29] big,poultry
[28] warren,bitcoin
[23] sen,elizabeth
[23] blame,inflation
[21] native,american
[21] warren,culprit
[21] culprit,blame
[21] inflation,big

Top Word Pairs in Tweet in G4:
[247] elizabeth,warren
[64] kristol,better
[64] better,elizabeth
[64] warren,lmao
[63] tonymoonbeam,kristol
[32] warren,raytheon
[32] raytheon,democrat
[30] paulsorrentino3,elizabeth
[28] bill,kristol
[26] kristol,brings

Top Word Pairs in Tweet in G5:
[293] elizabeth,warren
[278] senator,elizabeth
[278] energy,companies
[278] record,amounts
[267] warren,tuesday
[267] tuesday,called
[267] called,energy
[267] companies,explain
[267] explain,decisions
[267] decisions,export

Top Word Pairs in Tweet in G6:
[288] elizabeth,warren
[176] joeconchatv,elizabeth
[176] warren,ran
[176] ran,president
[176] president,country
[176] country,seen
[176] seen,serious
[176] serious,contender
[176] contender,yep
[176] yep,blaming

Top Word Pairs in Tweet in G7:
[133] nothing,funnier
[133] funnier,people
[133] people,screaming
[133] screaming,appropriation
[133] appropriation,generational
[133] generational,racism
[133] racism,shutting
[132] redsteeze,nothing
[132] shutting,absolut
[82] people,suspicious

Top Word Pairs in Tweet in G8:
[209] elizabeth,warren
[141] sen,elizabeth
[124] kylegriffin1,sen
[121] warren,calling
[121] calling,justice
[121] justice,dept
[121] dept,investigate
[121] investigate,major
[121] major,poultry
[121] poultry,companies'

Top Word Pairs in Tweet in G9:
[219] elizabeth,warren
[215] warren,bitcoin
[200] once,lifetime
[200] lifetime,opportunity
[200] opportunity,see
[200] see,metallica
[200] metallica,elizabeth
[199] edzitron,once
[6] edzitron,elizabeth
[2] jrhennessy,elizabeth

Top Word Pairs in Tweet in G10:
[205] elizabeth,warren
[49] nypost,elizabeth
[24] carrie,bourassa
[24] rachel,dolezal
[21] nypost,another
[21] another,one
[21] one,rachel
[21] dolezal,elizabeth
[21] warren,hilaria
[21] hilaria,baldwin

Top Replied-To
Top Replied-To in Entire Graph:
@senwarren
@nypost
@ewarren
@dineshdsouza
@billkristol
@lexiforsenate
@mrandyngo
@edzitron
@chigrl
@realcandaceo

Top Replied-To in G1:
@senwarren
@chigrl
@albiebrian
@mazemoore
@freezingfintake
@jackoznyc
@ryangm
@geswolfcrest
@gluckstadts
@caffein81777511

Top Replied-To in G2:
@nancytracker
@conceptualjames
@eengineeeeeeeer
@kissit90121767
@traderdavis24
@obijuankenobi90
@samsarathedara

Top Replied-To in G4:
@ewarren
@billkristol
@lexiforsenate
@tonymoonbeam
@groove_sdc
@dukakis_poster
@traceyecorder
@senwarren
@angrylawyerlady
@maiahamffl

Top Replied-To in G5:
@erienoteerie
@reuters
@notagainever
@shaniat89456347
@sharonvalius

Top Replied-To in G6:
@rune07575943
@joeconchatv

Top Replied-To in G7:
@aghamilton29
@mrm278
@redsteeze
@forgetfup

Top Replied-To in G8:
@warrenbro25
@crewcrew
@gop
@strandjunker
@dafishinabarrel
@rossputin
@kylegriffin1
@jtraversdevine
@senwarren

Top Replied-To in G9:
@edzitron
@jrhennessy
@colinmahns
@michael_french
@donlinn

Top Replied-To in G10:
@nypost
@tariqnasheed
@quick_oliver74
@mtns2ocean
@johnnyhellcat81
@sjohnston60
@ford_dameon
@imjimr87
@doebler_mary
@logicdem

Top Mentioned
Top Mentioned in Entire Graph:
@senwarren
@nancytracker
@arriadna
@edzitron
@lizzytracker
@joeconchatv
@redsteeze
@kylegriffin1
@not_the_bee
@twobitidiot

Top Mentioned in G1:
@senwarren
@jaygould
@elamerican_
@chigrl
@navient
@danielechangc
@udiwertheimer
@ignaciomgm
@geopolytica
@ritholtz

Top Mentioned in G2:
@nancytracker
@lizzytracker
@sayssimonson
@benjamint0001
@scherzayde
@quietpark2
@punchablefacevi
@bongotron_x
@hitmeister1
@jdcovington21

Top Mentioned in G3:
@dustopian
@nova420666777
@lawriter33
@velociraptor_ro
@kateb747
@estroudsburg89
@lmutheophilos
@godspatriotgirl
@georgementz
@rudyhavenstein

Top Mentioned in G4:
@tonymoonbeam
@ewarren
@jayjay827
@paulsorrentino3
@berniesanders
@kurtbardella
@lexiforsenate
@billkristol
@hopey_70
@cdonatac

Top Mentioned in G5:
@arriadna
@sierrasuntimes
@senwarren
@odonnell__abu
@reuters
@pasqueflower19
@thomaskaine5
@tuan007
@marie30734307
@ricobella2

Top Mentioned in G6:
@joeconchatv
@twitchyteam
@reason
@nedryun
@townhallcom
@mqsullivan
@dcexaminer
@nancytracker
@thejcoop
@jaketapper

Top Mentioned in G7:
@redsteeze
@aghamilton29
@mattdizwhitlock
@joeconchatv
@jbarro
@realbharadwaj
@senatortester
@senmarkkelly
@wsjopinion
@amya1a

Top Mentioned in G8:
@kylegriffin1
@crewcrew
@strujillo075
@quotedigging
@senwarren
@annworkmangirl
@deuxstate
@strandjunker
@johnlundin
@gop

Top Mentioned in G9:
@edzitron
@jrhennessy
@steinkobbe
@daveweigel
@ewarren
@datagoodies

Top Mentioned in G10:
@nypost
@michiemonique
@tcpipman
@isabellarileyus
@thekangminlee
@dbar200
@ethebuilder
@chaz_von_toast
@ruth75539927
@graywolf442

Top Tweeters
Top Tweeters in Entire Graph:
@knewz_currently
@hrblock_21
@chris_1791
@kat4obama
@lindaleeking
@7b73f39b85e1415
@britpoptarts
@inspiteoftrump
@sddphoto
@caligirlleftie

Top Tweeters in G1:
@7b73f39b85e1415
@inspiteoftrump
@sddphoto
@givemepie360
@bob_stinson1234
@samhainnight
@phendricks71
@kristafrances
@purplegarter1
@tyberzannxxxx

Top Tweeters in G2:
@lindaleeking
@caligirlleftie
@saveaslave
@bikerbd
@digino69
@marble300
@gingermcfall
@taigalily_
@hulahick
@ijancy

Top Tweeters in G3:
@knewz_currently
@leggotunglei
@mistergeezy
@kentpg
@patvpeters
@kazminutes2020
@summer7570
@dian5
@litlgrey
@quorumcall

Top Tweeters in G4:
@kat4obama
@jamestoupin
@sexygirl798
@wellness4you13
@margaritateresa
@edgeoforever
@paulsorrentino3
@belladonamodels
@tates5a
@cmargaronis

Top Tweeters in G5:
@wildwillow65
@awelab1956
@reuters
@solusnan1
@fieryreddragon
@multijo1
@kerirn
@monicarivpin
@arriadna
@joanpennnative

Top Tweeters in G6:
@troubleddays
@nascarnac
@dcexaminer
@jpwilloughby
@thetoyman1
@catholiclisa
@mcarsonaos
@mlas
@yportbill
@seldengadawgs

Top Tweeters in G7:
@truthglow
@bassaces1
@kellyrek
@purpledalmation
@stevekloscak
@kris_kinder
@bonnievee2017
@famdoc7
@aukletqd
@blaugast

Top Tweeters in G8:
@lehimesa
@lindacollins11
@jrbkjrbk
@deathtocrazy
@elkehollings
@ecwpunk81
@debr3322
@courageousgirl2
@charlenegapeach
@johnlundin

Top Tweeters in G9:
@caffeineandhate
@stewartsmithtwt
@dierobinsondie
@hornedbride
@datagoodies
@kingkeir
@dylmdav
@daveweigel
@pfil1312
@mssenator

Top Tweeters in G10:
@jimpolk
@pimenov_lia
@noprezzie2012
@nypost
@latamfr
@carlisleboy
@tsiser45
@ocamericans
@atlpartycrasher
@pcribbett