krugman, Twitter, 12/13/2019 7:08:38 AM, 218796


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krugman_2019-12-12_17-16-49.xlsx
krugman_2019-12-12_17-16-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 13, 2019
Short Description:
krugman via NodeXL http://bit.ly/2Efynh6
@thebradfordfile
@paulkrugman
@cnbc
@furher_hitler
@irenekenneth3
@anupartanen
@t_s_p_o_o_k_y
@bobbrigham
@pegobry
@speakerpelosi

Top hashtags:
#trump
#krugman
#économie
#bitcoin
#blockchain
#socialist
#crypto
#cryptocurrency

Description:
Description
The graph represents a network of 5,682 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 December 2019 at 01:18 UTC.

The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 7-day, 2-hour, 56-minute period from Wednesday, 04 December 2019 at 21:59 UTC to Thursday, 12 December 2019 at 00:56 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 : 5682
Unique Edges : 6131
Edges With Duplicates : 469
Total Edges : 6600
Number of Edge Types : 3
Replies to : 729
Tweet : 561
Mentions : 5310
Self-Loops : 561
Reciprocated Vertex Pair Ratio : 0.00842213819181849
Reciprocated Edge Ratio : 0.0167035963865689
Connected Components : 698
Single-Vertex Connected Components : 333
Maximum Vertices in a Connected Component : 3902
Maximum Edges in a Connected Component : 4781
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.218533
Graph Density : 0.000181756549571086
Modularity : 0.746794
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 5,682 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 December 2019 at 01:18 UTC.

The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 7-day, 2-hour, 56-minute period from Wednesday, 04 December 2019 at 21:59 UTC to Thursday, 12 December 2019 at 00:56 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 : krugman
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:
[73] https://www.rawstory.com/2019/12/trumps-tax-cuts-and-tariffs-have-been-even-more-disastrous-than-skeptics-predicted-paul-krugman/
[51] https://www.rawstory.com/2019/12/paul-krugman-lectures-pelosi-for-pushing-trumps-usmca-trade-deal-why-are-dems-doing-this/
[34] https://www.nytimes.com/2019/12/09/opinion/donald-trump-jews.html
[32] https://trib.al/p6rAJvA
[27] https://www.alternet.org/2019/12/increasingly-scandalous-paul-krugman-reveals-how-trumps-economic-policy-is-worse-than-predicted/
[26] https://twitter.com/paulkrugman/status/1203283095140675584
[22] https://www.politico.com/story/2016/11/krugman-trump-global-recession-2016-231055
[17] https://twitter.com/paulkrugman/status/1203767083487678467
[15] https://jp.cointelegraph.com/news/nobel-prize-economist-krugman-received-fraud-mail-about-wallet
[14] https://www.rawstory.com/2019/12/trumps-tax-cuts-and-tariffs-have-been-even-more-disastrous-than-skeptics-predicted-paul-krugman/#.XeqNrhfUuBs.twitter

Top URLs in Tweet in G1:
[1] https://twitter.com/jasontpowers1/status/1203407523631521793
[1] https://twitter.com/dcexaminer/status/1203191337387991040

Top URLs in Tweet in G2:
[6] https://www.politico.com/story/2016/11/krugman-trump-global-recession-2016-231055
[4] https://www.nytimes.com/interactive/projects/cp/opinion/election-night-2016/paul-krugman-the-economic-fallout
[3] https://u.today/bitcoin-hater-paul-krugman-becomes-target-of-crypto-scammers
[2] https://www.nytimes.com/2019/12/09/opinion/donald-trump-jews.html?action=click&module=Opinion&pgtype=Homepage
[2] https://www.nationalreview.com/2019/11/paul-krugman-always-wrong-never-in-doubt/
[1] https://www.washingtontimes.com/news/2019/mar/7/paul-krugman-only-one-brand-of-anti-semitism-scare/
[1] https://twitter.com/paulkrugman/status/1204480730509783040
[1] https://krugman.blogs.nytimes.com/2016/09/29/a-general-theory-of-austerity/
[1] https://messaging-custom-newsletters.nytimes.com/template/oakv2?uri=nyt://newsletter/8d517417-7656-4283-bf08-c41e1cc82490&te=1&nl=paul-krugman&emc=edit_pk_20191210?campaign_id=116&instance_id=14435&segment_id=19479&user_id=a8328633f64cd322daab048a96fe041b®i_id=95331456_pk_20191210
[1] https://www.howtoacademy.com/events/paul-krugman-on-the-world-today/?utm_content=buffere21a2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[17] https://www.nytimes.com/2019/12/09/opinion/donald-trump-jews.html
[15] https://jp.cointelegraph.com/news/nobel-prize-economist-krugman-received-fraud-mail-about-wallet
[11] https://twitter.com/paulkrugman/status/1203283095140675584
[10] https://www.rawstory.com/2019/12/trumps-tax-cuts-and-tariffs-have-been-even-more-disastrous-than-skeptics-predicted-paul-krugman/
[10] https://twitter.com/paulkrugman/status/1203767083487678467
[10] https://www.nytimes.com/2019/12/09/opinion/donald-trump-jews.html?partner=IFTTT
[8] https://twitter.com/paulkrugman/status/1204151345973989376
[8] https://www.rawstory.com/2019/12/paul-krugman-lectures-pelosi-for-pushing-trumps-usmca-trade-deal-why-are-dems-doing-this/
[6] https://www.politico.com/story/2016/11/krugman-trump-global-recession-2016-231055
[4] https://twitter.com/thebradfordfile/status/1203006468481531912

Top URLs in Tweet in G4:
[10] https://twitter.com/paulkrugman/status/1203668965148495872
[3] https://www.nytimes.com/2019/12/05/opinion/trump-trade-tariffs.html?smid=nytcore-ios-share
[2] https://www.nytimes.com/2019/12/09/opinion/donald-trump-jews.html?smid=nytcore-ios-share
[1] https://twitter.com/ap_politics/status/1204420150071447554
[1] https://twitter.com/search?q=url%3A1204105838627033088&src=recent_search_click
[1] https://twitter.com/MattBruenig/status/1203707790264537089
[1] https://trib.al/FdaqWHU
[1] https://trib.al/p6rAJvA
[1] https://www.amazon.com/Nordic-Theory-Everything-Search-Better/dp/0062316559/ref=sr_1_1?keywords=Anu+partaken&qid=1575822323&sr=8-1
[1] https://foreignpolicy.com/2019/10/22/economists-globalization-trade-paul-krugman-china/

Top URLs in Tweet in G5:
[5] https://www.politico.com/story/2016/11/krugman-trump-global-recession-2016-231055
[2] https://www.rawstory.com/2019/12/trumps-tax-cuts-and-tariffs-have-been-even-more-disastrous-than-skeptics-predicted-paul-krugman/
[1] https://twitter.com/brithume/status/1195845039244623878
[1] https://twitter.com/NRO/status/1195613380167516160
[1] https://www.nytimes.com/column/paul-krugman?action=click&contentCollection=Opinion&module=ExtendedByline®ion=Header&pgtype=article
[1] https://twitter.com/AshaRangappa_/status/1204120975358545921
[1] https://www.thedailybeast.com/breitbart-posts-fake-krugman-article
[1] https://www.alternet.org/2019/12/increasingly-scandalous-paul-krugman-reveals-how-trumps-economic-policy-is-worse-than-predicted/
[1] https://www.rawstory.com/2019/12/trumps-tax-cuts-and-tariffs-have-been-even-more-disastrous-than-skeptics-predicted-paul-krugman/#.XeqLJ7OSgxE.twitter
[1] https://twitter.com/thebradfordfile/status/1203006468481531912

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/interactive/projects/cp/opinion/election-night-2016/paul-krugman-the-economic-fallout
[1] https://twitter.com/noltenc/status/1202960775704403968
[1] https://twitter.com/paulkrugman/status/1203767083487678467

Top URLs in Tweet in G7:
[49] https://www.rawstory.com/2019/12/trumps-tax-cuts-and-tariffs-have-been-even-more-disastrous-than-skeptics-predicted-paul-krugman/
[35] https://www.rawstory.com/2019/12/paul-krugman-lectures-pelosi-for-pushing-trumps-usmca-trade-deal-why-are-dems-doing-this/
[1] https://www.rawstory.com/2019/12/economist-paul-krugman-trumps-white-nationalist-regime-is-terrible-for-american-jews/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.rawstory.com/2019/12/trumps-tax-cuts-and-tariffs-have-been-even-more-disastrous-than-skeptics-predicted-paul-krugman/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.rawstory.com/2019/12/paul-krugman-lectures-pelosi-for-pushing-trumps-usmca-trade-deal-why-are-dems-doing-this/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.alternet.org/2019/12/increasingly-scandalous-paul-krugman-reveals-how-trumps-economic-policy-is-worse-than-predicted/
[1] https://twitter.com/deskspud/status/1202568517847007233
[1] https://twitter.com/paulkrugman/status/1204151345973989376

Top URLs in Tweet in G8:
[30] https://trib.al/p6rAJvA
[3] https://www.nytimes.com/2019/12/05/opinion/trump-trade-tariffs.html
[2] https://www.rawstory.com/2019/12/paul-krugman-lectures-pelosi-for-pushing-trumps-usmca-trade-deal-why-are-dems-doing-this/
[1] https://trib.al/06EUa50
[1] https://www.nytimes.com/2019/10/31/opinion/manufacturing-trump.html?emc=rss&partner=rss
[1] https://www.bradford-delong.com/2019/12/eg-we-now-have-a-manufacturing-recession-paul-krugman-correctly-explains-why-paul-krugman-_manufacturing-aint-grea.html
[1] https://krugman.blogs.nytimes.com/2014/08/05/phosphate-memories/
[1] https://www.bradford-delong.com/2019/12/phosphate-memories-the-new-york-times.html

Top URLs in Tweet in G10:
[2] https://www.rawstory.com/2019/12/paul-krugman-lectures-pelosi-for-pushing-trumps-usmca-trade-deal-why-are-dems-doing-this/
[1] https://www.nytimes.com/2019/12/07/opinion/sunday/finland-socialism-capitalism.html
[1] https://twitter.com/paulkrugman/status/1204194934074564608
[1] https://www.bloomberg.com/opinion/articles/2019-03-01/paul-krugman-s-four-questions-about-mmt
[1] https://www.nybooks.com/articles/2019/12/05/against-economics/

Top Domains
Top Domains in Tweet in Entire Graph:
[190] twitter.com
[179] rawstory.com
[148] nytimes.com
[56] alternet.org
[39] trib.al
[23] politico.com
[15] cointelegraph.com
[10] youtube.com
[7] com.br
[6] co.uk

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[8] nytimes.com
[8] twitter.com
[6] politico.com
[4] nationalreview.com
[3] u.today
[2] kuleuven.be
[1] washingtontimes.com
[1] howtoacademy.com
[1] mailchi.mp
[1] lambright.com

Top Domains in Tweet in G3:
[92] twitter.com
[61] nytimes.com
[33] rawstory.com
[15] cointelegraph.com
[12] alternet.org
[7] com.br
[6] politico.com
[5] wordpress.com
[4] trustnodes.com
[4] pressdemocrat.com

Top Domains in Tweet in G4:
[14] twitter.com
[6] nytimes.com
[2] trib.al
[1] amazon.com
[1] foreignpolicy.com

Top Domains in Tweet in G5:
[6] politico.com
[4] twitter.com
[3] rawstory.com
[1] nytimes.com
[1] thedailybeast.com
[1] alternet.org
[1] marketwatch.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] nytimes.com

Top Domains in Tweet in G7:
[87] rawstory.com
[2] twitter.com
[1] alternet.org

Top Domains in Tweet in G8:
[31] trib.al
[5] nytimes.com
[2] rawstory.com
[2] bradford-delong.com

Top Domains in Tweet in G10:
[2] rawstory.com
[1] nytimes.com
[1] twitter.com
[1] bloomberg.com
[1] nybooks.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] trump
[12] krugman
[9] économie
[7] bitcoin
[5] blockchain
[4] socialist
[4] crypto
[4] cryptocurrency
[4] fionahill
[4] jimjordan



Top Hashtags in Tweet in G2:
[4] blockchain
[2] trump
[2] antisemite
[2] ilhanomar
[2] jeremycorbyn
[2] jobs
[2] jobsreport
[1] antisemitism
[1] doublestandards
[1] demscum

Top Hashtags in Tweet in G3:
[4] bitcoin
[3] crypto
[3] cryptocurrency
[3] krugman
[2] paulkrugman
[2] economics
[2] 仮想通貨
[2] donaldtrump
[2] jews
[2] trump

Top Hashtags in Tweet in G4:
[3] krugman
[1] pelosiisnotyourslaykween
[1] jobquality

Top Hashtags in Tweet in G5:
[3] pensacolashooting
[2] exploitation
[2] tariffs
[1] deepstatecoward
[1] democraticsocialist
[1] friends
[1] enemies
[1] krugman
[1] fnc
[1] seanhannity

Top Hashtags in Tweet in G8:
[1] bitcoin

Top Hashtags in Tweet in G10:
[1] usmca

Top Words
Top Words in Tweet in Entire Graph:
[1780] Words in Sentiment List#1: Positive
[2656] Words in Sentiment List#2: Negative
[28] Words in Sentiment List#3: Angry/Violent
[102168] Non-categorized Words
[106606] Total Words
[4917] predicted
[4767] everything
[4360] krugman
[3518] paul
[3234] trump

Top Words in Tweet in G1:
[4678] everything
[4678] predicted
[2349] krugman
[2346] thebradfordfile
[2343] trump
[2343] paul
[2341] 2016
[2341] economist
[2340] economy
[2339] come

Top Words in Tweet in G2:
[529] paulkrugman
[397] trump
[337] recession
[337] t_s_p_o_o_k_y
[336] well
[333] global
[328] political
[327] bring
[325] aged
[325] hacks

Top Words in Tweet in G3:
[316] krugman
[209] paul
[125] trump
[38] jews
[31] bad
[31] donald
[28] more
[26] nobel
[24] trade
[23] economist

Top Words in Tweet in G4:
[180] krugman
[115] finland
[100] socialist
[99] anything
[99] socialism
[99] usa
[99] need
[99] kind
[99] politics
[98] karpmj

Top Words in Tweet in G5:
[67] krugman
[54] realdonaldtrump
[51] paul
[45] failed
[34] trump
[25] recession
[24] tariffs
[20] wrong
[16] trade
[16] deals

Top Words in Tweet in G6:
[115] krugman
[104] pegobry
[104] paul
[98] economist
[96] never
[96] overrated
[96] idiot
[95] brilliant
[95] instead
[95] always

Top Words in Tweet in G7:
[119] krugman
[111] paul
[93] trump
[76] rawstory
[56] predicted
[50] tax
[50] cuts
[50] tariffs
[50] more
[50] disastrous

Top Words in Tweet in G8:
[89] krugman
[75] paul
[71] cnbc
[52] recession
[38] reason
[38] worried
[38] income
[30] next
[30] downturn
[30] smorgasbord

Top Words in Tweet in G9:
[16] krugman
[15] bucksexton
[7] paul
[5] trump
[4] list
[3] wrong
[3] never
[3] economy
[3] remember
[2] offering

Top Words in Tweet in G10:
[20] krugman
[17] paul
[9] andrewyang
[9] yang
[5] aoc
[5] berniesanders
[5] economics
[5] debate
[5] economist
[4] speakerpelosi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3475] paul,krugman
[2444] economist,paul
[2385] krugman,predicted
[2376] predicted,2016
[2376] 2016,economy
[2376] come,true
[2375] everything,trump
[2375] trump,predicted
[2375] economy,come
[2375] true,everything

Top Word Pairs in Tweet in G1:
[2343] paul,krugman
[2340] predicted,2016
[2340] 2016,economy
[2339] everything,trump
[2339] trump,predicted
[2339] economy,come
[2339] come,true
[2339] true,everything
[2339] everything,nyt
[2339] nyt,economist

Top Word Pairs in Tweet in G2:
[331] global,recession
[327] trump,bring
[327] bring,global
[325] aged,well
[325] well,paulkrugman
[325] paulkrugman,trump
[325] recession,political
[325] political,hacks
[325] hacks,posing
[325] posing,members

Top Word Pairs in Tweet in G3:
[203] paul,krugman
[30] donald,trump
[28] trump,bad
[28] bad,jews
[20] krugman,trump
[16] jews,paul
[15] ノーベル経済学賞のクルーグマン教授に仮想通貨詐欺,メールで届く
[15] メールで届く,ニュース
[13] trump,tax
[13] tax,cuts

Top Word Pairs in Tweet in G4:
[99] anything,socialism
[99] socialism,finland
[99] finland,usa
[99] usa,need
[99] need,kind
[99] kind,socialist
[99] socialist,politics
[99] politics,krugman
[98] karpmj,anything
[56] paul,krugman

Top Word Pairs in Tweet in G5:
[45] paul,krugman
[15] trump's,failed
[15] failed,tariffs
[15] tariffs,failed
[15] failed,trade
[15] trade,wars
[15] wars,failed
[15] failed,chinese
[15] chinese,japanese
[15] japanese,deals

Top Word Pairs in Tweet in G6:
[104] paul,krugman
[95] pegobry,paul
[95] krugman,never
[95] never,brilliant
[95] brilliant,economist
[95] economist,instead
[95] instead,always
[95] always,overrated
[95] overrated,idiot
[95] idiot,seems

Top Word Pairs in Tweet in G7:
[111] paul,krugman
[50] trump,tax
[50] tax,cuts
[50] cuts,tariffs
[50] tariffs,more
[50] more,disastrous
[50] disastrous,skeptics
[50] skeptics,predicted
[50] predicted,paul
[49] rawstory,trump

Top Word Pairs in Tweet in G8:
[75] paul,krugman
[44] recession,paul
[38] reason,worried
[38] worried,income
[30] next,downturn
[30] downturn,smorgasbord
[30] smorgasbord,recession
[29] cnbc,next
[20] income,inequality
[19] think,reason

Top Word Pairs in Tweet in G9:
[7] paul,krugman
[4] bucksexton,krugman
[2] wrong,wrong
[2] bucksexton,paul
[2] smdlinks,bucksexton
[2] krugman,top
[2] top,list
[2] list,course
[2] course,topped
[2] topped,list

Top Word Pairs in Tweet in G10:
[17] paul,krugman
[5] economist,paul
[4] masterclass,economics
[4] krugman,debate
[4] crowd,surfing
[4] surfing,skate
[4] skate,boarding
[4] boarding,whip
[4] whip,cream
[4] cream,trail

Top Replied-To
Top Replied-To in Entire Graph:
@paulkrugman
@cnbc
@rabbiwolpe
@dave_krugman
@bucksexton
@t_s_p_o_o_k_y
@realdonaldtrump
@thebradfordfile
@pegobry
@nytimes

Top Replied-To in G1:
@thebradfordfile

Top Replied-To in G2:
@paulkrugman
@rabbiwolpe
@t_s_p_o_o_k_y
@theslew
@ozgokmentamay
@nodrgo56
@gregadmire1
@alantonelson
@gilbertctweets
@mr_markjacobs

Top Replied-To in G4:
@mattbruenig
@nytopinion
@drvox
@thomasisonline
@michael_stumo
@samizdat24
@paulkrugman

Top Replied-To in G5:
@realdonaldtrump
@nytimes
@willchamberlain
@landslug
@wesbury
@4animallife
@jimcramer
@jolefson50
@skinnyfatz0
@thadude_74

Top Replied-To in G6:
@pegobry
@jsende
@rationalwalk
@sohrabahmari
@gamurgis
@mzhemingway
@repkevinbrady
@dbongino

Top Replied-To in G7:
@realtuckfrumper

Top Replied-To in G8:
@cnbc
@heartlandchet
@bobmagaw
@johnjharwood
@tomlevenson
@adybarkan
@sharon45856259

Top Replied-To in G9:
@bucksexton
@chienneluv3
@calijade7
@smdlinks

Top Replied-To in G10:
@wilkinson_josh
@floriogina
@southconjesus
@meme_war_ll
@hmmmthere
@indie56774636
@realmrgrumboldt
@plagueis7
@aloisekaren
@war_watch

Top Mentioned
Top Mentioned in Entire Graph:
@thebradfordfile
@paulkrugman
@t_s_p_o_o_k_y
@karpmj
@pegobry
@rawstory
@cnbc
@docrocktex26
@realdonaldtrump
@c_stroop

Top Mentioned in G1:
@thebradfordfile
@conservativext
@dorismom
@martingeddes
@mmyscakes

Top Mentioned in G2:
@paulkrugman
@t_s_p_o_o_k_y
@thebradfordfile
@mr_markjacobs
@benshapiro
@gregadmire1
@girlforce45
@rabbiwolpe
@pdegrauwe
@elderschmoe

Top Mentioned in G3:
@fascinationcrea
@fredericscheer

Top Mentioned in G4:
@karpmj
@anupartanen
@mattbruenig
@ramanan_v
@nytopinion
@lukewsavage
@rosettadrone
@paulkrug
@teroterotero
@organizingpower

Top Mentioned in G5:
@realdonaldtrump
@dragonfly_drama
@potus
@paulkrugman
@nytimes
@mariabartiromo
@t_s_p_o_o_k_y
@cnn
@jpmuens
@cgogam

Top Mentioned in G6:
@pegobry
@rampcapitalllc
@nycnavid
@noalpha_allbeta
@rationalwalk
@mzhemingway
@mattwalshblog
@boreguru
@sohrabahmari
@nytimes

Top Mentioned in G7:
@rawstory
@jilevin
@realtuckfrumper
@diazbriseno
@deskspud
@nytimes
@robbtucker13

Top Mentioned in G8:
@cnbc
@delong
@john_sipher
@rawstory
@cnbcmakeit
@johnjharwood
@beltandroadblog
@realdonaldtrump
@winstar1970
@robjclem85

Top Mentioned in G9:
@bucksexton
@my6girls2012
@elinolson8
@liberalbegone
@robbiewilsdorf
@lynn521tr
@realbigkahuna1
@gavipredescu
@chook57rar
@texastea18

Top Mentioned in G10:
@andrewyang
@berniesanders
@speakerpelosi
@aoc
@mandystadt
@shinjishafeeq
@meme_war_ll
@darrenmwong
@icecoldtee
@dennisr0720

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@marcodacostafx
@immoralreport
@odio_nao
@revolution_fr
@pparzival
@cherokeesher2
@phillip92321
@jcsura
@sddphoto

Top Tweeters in G1:
@scribbledpages1
@fasting39
@sandyriccobono
@mmarty1230
@sweetfreedom29
@clark7950
@cssueta
@rentonmagauk
@cliffhangernlv
@quicksilver2723

Top Tweeters in G2:
@cherokeesher2
@threadreaderapp
@soniaerasmus
@red__rover
@kurtschlichter
@colormered
@wvtrump
@mmjustified
@rt_com
@4djt2016

Top Tweeters in G3:
@jcsura
@new_narrative
@knittingknots
@surveysunday
@retiredfirstsgt
@shift_in2_turbo
@somsirsa
@papaesoco
@drsonamsharma
@blkrocket

Top Tweeters in G4:
@b1e56df9ce6549f
@evan_welch
@mpavictoria
@mchovden1785
@morbid_elation
@progressivedrey
@thecorollary
@whattheplucked
@biyombonesaw
@woobietuesday

Top Tweeters in G5:
@thehill
@kegan05
@nytimes
@jali_cat
@lrihendry
@rockprincess818
@cnn
@rick_ingersoll
@mng2mala
@dgpurser

Top Tweeters in G6:
@usahipster
@fieldroamer
@metalworks4
@ajbuck85
@e__strobel
@willcollier
@indyrallen
@vancitydan
@mugger1955
@jimbearnj

Top Tweeters in G7:
@pas5974
@jilevin
@carlyinnj
@baronianconsult
@jodotcom
@thejoshuablog
@mstepczyk
@alaskarebel
@cmarpa
@russmove

Top Tweeters in G8:
@marcodacostafx
@purplegarter1
@mspan10
@johnmknox1
@cnbc
@ajaygolmalgobi
@lilianamega1
@oldwac1
@arturoreyes_c
@ppr2103

Top Tweeters in G9:
@perriganps
@my6girls2012
@rickcrainium
@topsecretk9
@kayleencaulfiel
@lattegirl1718
@ddball4life
@lifezette
@sabrinacath
@bucksexton

Top Tweeters in G10:
@brassasin36
@lmcgrew
@thereval
@cafemaizcarlos
@infinitebritt
@borisdirnbach
@leaderhoyer
@yangyoutoo
@wgstrong
@repdwightevans


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